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 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0,
0,
0,
1,
1646,
1667,
3018,
5126,
10889,
9928,
7062,
6835,
6249,
5226,
3596,
3181,
3515,
2555,
2909,
3083,
3458,
3874,
2900,
2694,
2199,
2709,
2429,
2886,
3947,
3981,
4953,
5755,
6068,
7546,
10421,
6878,
4650,
5573,
7422,
5684,
4671,
5534,
5978,
4613,
3819,
4173,
5869,
7990,
9302,
6791,
5762,
4789,
6876,
6246,
5397,
5681,
4827,
5088,
5062,
4420,
4111,
4872,
5129,
5183,
9365,
5328,
6496,
5944,
4138,
4993,
4814,
4679,
6647,
7571,
6932,
5795,
4294,
3805,
3704,
3739,
4111,
3816,
3979,
4306,
3581,
3317,
3443,
3376,
3976,
4325,
10078,
5645,
4403,
3918,
3935,
4598,
4850,
5258,
6441,
4964,
9886,
8197,
6309,
5227,
4905,
4634,
3823,
4712,
3569,
3409,
3182,
3734,
3172,
2613,
3171,
3581,
3176,
4052,
3210,
3290,
3203,
3450,
3659,
3995,
3865,
4214,
7031,
6612,
5934,
6696,
6570,
6196,
5207,
4440,
4388,
3796,
5647,
7134,
8937,
6342,
7187,
6334,
5756,
9310,
7841,
11114,
7351,
6986,
5653,
4087,
4566,
5109,
4265,
4110,
4531,
4152,
4008,
3841,
4072,
3845,
3305,
3958,
3315,
2851,
3296,
3276,
2979,
30763,
26279,
6479,
4761,
4687,
7859,
6146,
13407,
6140,
4568,
6728,
7774,
8671,
6488,
10251,
8607,
9437,
11836,
18133,
20607,
15339,
9055,
7133,
5943,
6270,
9211,
9778,
10673,
7999,
7127,
11278,
13206,
14250,
11413,
7442,
6136,
5096,
5315,
4913,
4825,
8826,
7564,
5496,
5422,
6885,
6536,
6029,
6508,
8370,
12945,
7499,
5070,
4792,
7585,
6742,
6192,
5110,
5796,
4049,
4151,
4296,
4188,
4601,
4157,
3332,
3650,
3228,
3303,
3089,
3479,
3686,
2911,
2879,
3182,
3441,
3345,
2926,
2891,
3255,
2937,
2386,
2776,
3919,
3481,
2678,
2853,
2358,
2078,
2739,
2532,
2528,
2595,
2335,
2323,
2564,
2511,
2722,
2538,
2837,
2149,
1951,
1971,
2677,
24956,
14701,
6028,
6840,
4652,
7160,
9586,
6432,
6583,
4904,
3732,
4117,
4562,
4166,
3659,
2704,
2453,
2874,
2393,
2400,
2429,
2817,
2833,
2467,
2576,
1976,
2404,
2438,
2491,
2165,
2271,
2221,
2334,
1856,
2292,
2475,
2466,
2267,
3961,
3650,
2550,
2239,
3962,
3917,
3289,
6412,
3921,
3170,
2991,
3374,
2810,
3556,
2940,
2712,
2911,
2389,
2525,
2636,
2553,
2408,
1970,
2019,
2147,
2249,
2174,
1976,
2702,
2056,
1890,
2302,
2100,
2453,
2171,
2072,
2065,
1925,
2455,
2350,
2457,
2781,
2715,
2221,
1920,
2328,
2170,
3272,
3945,
3060,
4142,
2456,
3372,
2662,
2199,
2472,
2138,
2124,
2217,
10541,
5952,
3585,
5162,
3336,
2863,
2837,
3271,
2733,
1995,
1882,
2029,
1902,
1834,
2095,
2118,
2550,
2460,
2231,
2033,
2654,
2403,
2175,
2490,
3982,
2360,
1925,
2211,
2254,
1833,
2227,
2474,
2295,
1941,
8073,
3088,
2689,
2418,
2083,
2004,
2001,
1868,
2508,
2459,
2389,
2030,
2034,
2207,
1879,
2081,
3016,
2358,
3428,
2088,
2454,
2135,
3084,
2405,
2169,
2112,
1855,
2265,
2192,
2182,
2310,
2001,
1929,
2110,
1986,
1617,
2002,
2030,
2606,
2411,
2349,
2139,
1885,
1901,
2281,
1947
] |
[
1871,
1968,
1669,
1915,
1875,
1824,
1766,
1765,
1916,
2325,
1896,
1881,
2006,
2443,
2339,
2378,
1920,
1957,
2214,
3646,
3338,
2359,
2407,
1843,
1901,
2191,
2464,
2062,
2045,
2113,
1903,
1947,
1961,
1736,
1525,
1675,
2230,
1975,
1629,
1621,
1728,
1959,
1933,
1747,
1770,
1819,
1974,
2167,
2809,
3263,
2721,
2391,
1891,
2149,
2537,
2270,
2814,
2314,
1779,
1616,
1755,
2491,
2094,
2198,
3075,
2135,
2212,
2754,
2076,
1983,
2126,
2019,
2068,
1739,
1995,
3689,
2306,
2323,
1607,
1766,
1617,
1787,
2962,
2051,
2392,
1966,
2058,
1736,
1712,
1682,
1723,
2086,
1762,
1695,
1824,
1729
] |
[
"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: 194600.00%",
"予測される変化率: [カラム_0] 予測される変化率: -7.59%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.88倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 194600.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -7.59%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.88 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 70 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 70.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1684,
1666,
1407,
1299,
1312,
1545,
1697,
1693,
2346,
1647,
1270,
2172,
2426,
1712,
1810,
1877,
1587,
1194,
1287,
1310,
1575,
1607,
1427,
1220,
1079,
1159,
1288,
1270,
1292,
1360,
1063,
812,
933,
1432,
1575,
1660,
1964,
1440,
1487,
1812,
1965,
2142,
2364,
1779,
2194,
1934,
1777,
2107,
1982,
1802,
1522,
1522,
1521,
1625,
1924,
2003,
1838,
2069,
1719,
1494,
1951,
3234,
3433,
2081,
2045,
1828,
2282,
2378,
1981,
1881,
2089,
2584,
6030,
4204,
2289,
2588,
2169,
1965,
3875,
2199,
1528,
1527,
1357,
1378,
1610,
1710,
1582,
1254,
1416,
1668,
1473,
1664,
1527,
1412,
1182,
1307,
1821,
1975,
1661,
1796,
1662,
1161,
1328,
1385,
1637,
1563,
1677,
1739,
1341,
1465,
1873,
1986,
2020,
2020,
1747,
1291,
1265,
2082,
1868,
1907,
1922,
1777,
1414,
1257,
1641,
1480,
1711,
1870,
3291,
1448,
1582,
1791,
2043,
1823,
1716,
2577,
2028,
1815,
2104,
2078,
1972,
2061,
1602,
1446,
1392,
1650,
2075,
1954,
2229,
2310,
1316,
1539,
1969,
1914,
2068,
2086,
2226,
1518,
1549,
2061,
2295,
1873,
2187,
2352,
2077,
1675,
2249,
2232,
2091,
2009,
1959,
1487,
1414,
1777,
1661,
1597,
1638,
1495,
1548,
1475,
1654,
1426,
1697,
1522,
1238,
1555,
1856,
2812,
3082,
4009,
3956,
3242,
2954,
4000,
13222,
6640,
7500,
12854,
10760,
40423,
45040,
11247,
5755,
4452,
3884,
2896,
2332,
2619,
2812,
2776,
2407,
2370,
2280,
1655,
1868,
2127,
2087,
1850,
2111,
2932,
6491,
3704,
3117,
2254,
2016,
2330,
1967,
1712,
1876,
2233,
2033,
2223,
1998,
1814,
1635,
1710,
2262,
1916,
2053,
2183,
1815,
1573,
1789,
2191,
2749,
3799,
2518,
3670,
2668,
3386,
3555,
3468,
5248,
9708,
20005,
5060,
3235,
3168,
2306,
2151,
1943,
1723,
1483,
2746,
1737,
1839,
1455,
1599,
1178,
1283,
1346,
1530,
1476,
1559,
1901,
4309,
1479,
1727,
1340,
1338,
1322,
1216,
1052,
2089,
2160,
1426,
1162,
1302,
146706,
84375,
100842,
41819,
34420,
21979,
17602,
13460,
9329,
7307,
6457,
6723,
5054,
5265,
5099,
4198,
3534,
3297,
3209,
3250,
3192,
3394,
4501,
3545,
4174,
3936,
4171,
4513,
3963,
3707,
3447,
2795,
6695,
4849,
3416,
3298,
2682,
2143,
2197,
3047,
3405,
2892,
2816,
2358,
2073,
1778,
2410,
1801,
1541,
1688,
1610,
1291,
1334,
1748,
1748,
1833,
1515,
1498,
1461,
1564,
1759,
1713,
1490,
3240,
1525,
1253,
1434,
1717,
1638,
1537,
1513,
1427,
1188,
1242,
1580,
1588,
1586,
1705,
1433,
1205,
1426,
1431,
1507,
1507,
1406,
1589,
1336,
1461,
1731,
1630,
1940,
1670,
1276,
1340,
1335,
1457,
1818,
1740,
1510,
1355,
1126,
1436,
1450,
1459,
15770,
1632,
1275,
1085,
1220,
1718,
1483,
1371,
1380,
1408,
1139,
1250,
1601,
1420,
1251,
1170,
1341,
1265,
1350,
1690,
1715,
1555,
1602,
1686,
1337,
1401,
1807,
1664,
3890,
3393,
2150,
2009,
1908,
1962,
2171,
3395,
2661,
1716,
1435,
1753,
1777,
1670,
1866,
1464,
1441,
1743,
2027,
2290,
2373,
1794,
1474,
1317,
1169,
1200,
1507,
1577,
1428,
1246,
1403,
1129,
1350,
1844,
1474,
2894,
1956,
1516,
1026,
1158,
1831,
1569,
1785,
1580,
1912,
1389,
1311,
1337,
1779,
1645,
1531,
1580,
1199,
1325,
1710,
1842,
1631,
1799,
19346,
3971,
2572,
2487,
2147,
2165,
1830,
1665,
1333,
1886,
1688,
1763,
1419,
1393,
1535,
1326,
1572,
1802,
1977,
1524,
1541,
1496,
1311,
2814,
2181,
1722,
1924,
1757,
1557,
2956,
1823,
7752,
11920,
3692
] |
[
2720,
2226,
1615,
1713,
1831,
1883,
2018,
1857,
2026,
1630,
1914,
1835,
2090,
2037,
2343,
1714,
1345,
1504,
1848,
1780,
1797,
1564,
1603,
2357,
1240,
1851,
1564,
1593,
2214,
1758,
1387,
1524,
1712,
1569,
4397,
2113,
1392,
2921,
1175,
1443,
1613,
2434,
2816,
2380,
2698,
2803,
4518,
3431,
3964,
4325,
4895,
3807,
6193,
41774,
58265,
10278,
5061,
3207,
2334,
3991,
2855,
2516,
2278,
2472,
2209,
1764,
2078,
2294,
2139,
1773,
2024,
1628,
1476,
1594,
1931,
1741,
1862,
2075,
1692,
1622,
1675,
1915,
1594,
1707,
2328,
1723,
1582,
1508,
1928,
1813,
1847,
1974,
1533,
1565,
1892,
1904
] |
[
"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: 119.24%",
"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2.74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: 119.24%",
"Forecasted change rate: [column_0] Forecasted change rate: -30.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.74 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 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 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] 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 62.",
"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 |
[
46,
28,
7,
13,
16,
13,
26,
26,
14,
10,
7,
8,
13,
17,
19,
19,
19,
9,
26,
18,
12,
12,
19,
9,
22,
14,
11,
14,
9,
9,
43,
12,
15,
14,
12,
14,
15,
18,
20,
26,
25,
32,
37,
33,
29,
23,
17,
19,
22,
24,
12,
22,
10,
40,
15,
19,
27,
12,
28,
31,
57,
29,
29,
24,
62,
36,
30,
101,
47,
25,
22,
12,
8,
44,
27,
13,
36,
17,
12,
19,
15,
15,
19,
14,
18,
16,
15,
20,
44,
11,
17,
54,
26,
18,
29,
45,
20,
10,
21,
50,
24,
87,
78,
37,
104,
52,
15,
19,
32,
26,
8,
24,
21,
13,
12,
12,
27,
15,
21,
30,
28,
26,
22,
13,
22,
26,
15,
10,
22,
19,
31,
51,
46,
22,
28,
259,
48,
24,
20,
23,
20,
8,
10,
26,
18,
26,
19,
31,
14,
12,
20,
25,
18,
8,
13,
8,
13,
18,
16,
15,
44,
26,
9,
19,
74,
102,
29,
22,
33,
27,
38,
13,
47,
20,
23,
15,
28,
46,
25,
51,
36,
49,
100,
33,
33,
33,
25,
40,
31,
33,
20,
8,
38,
35,
21,
22,
32,
23,
22,
19,
39,
27,
23,
30,
5,
13,
29,
52,
16,
19,
28,
21,
72,
80,
85,
45,
33,
33,
28,
31,
68,
99,
31,
63,
56,
52,
53,
55,
85,
32,
40,
49,
39,
64,
40,
40,
24,
355,
404,
453,
317,
233,
220,
93,
117,
98,
226,
159,
106,
428,
136,
119,
147,
123,
175,
144,
131,
77,
341,
308,
139,
88,
143,
130,
122,
115,
68,
487,
140,
86,
110,
149,
178,
91,
51,
68,
82,
125,
2188,
994,
344,
140,
132,
254,
152,
109,
130,
162,
115,
63,
182,
149,
84,
80,
90,
119,
96,
66,
95,
78,
102,
110,
99,
70,
86,
139,
122,
119,
90,
97,
91,
81,
92,
79,
79,
102,
61,
69,
92,
105,
162,
98,
91,
62,
65,
102,
140,
124,
141,
187,
205,
377,
289,
267,
192,
219,
179,
168,
125,
138,
164,
316,
264,
239,
240,
265,
223,
326,
6632,
1844,
681,
428,
2258,
600,
408,
225,
256,
1241,
295,
164,
207,
329,
15602,
5850,
2764,
1421,
1117,
16604,
4124,
1162,
642,
546,
526,
335,
360,
382,
280,
259,
433,
826,
483,
502,
560,
321,
256,
500,
304,
199,
232,
172,
148,
157,
182,
180,
191,
443,
371,
167,
165,
134,
179,
107,
129,
151,
125,
142,
86,
123,
117,
197,
194,
759,
425,
172,
114,
141,
358,
197,
122,
105,
131,
113,
118,
280,
261,
211,
185,
291,
960,
231,
156,
140,
162,
200,
115,
152,
100,
175,
346,
132,
93,
131,
110,
779,
223,
235,
96,
306,
138,
80,
87,
515,
267,
126,
83,
108,
80,
75,
237,
116,
72,
79,
71,
112,
82,
78,
83,
73,
50,
47,
67,
84,
330,
141,
107,
136,
100,
91,
93,
118,
861,
484,
313,
219,
131,
107,
117,
256,
154,
153,
147,
97,
79,
408,
353,
158,
140,
112,
79,
118,
109,
92,
91,
134,
83,
67,
91,
125,
283,
170,
136,
143
] |
[
132,
95,
427,
325,
164,
93,
101,
87,
225,
875,
479,
214,
172,
175,
127,
269,
208,
432,
230,
162,
246,
231,
176,
607,
436,
224,
276,
236,
231,
224,
175,
230,
488,
352,
280,
172,
288,
713,
534,
432,
363,
757,
323,
167,
181,
221,
191,
134,
118,
112,
224,
298,
373,
188,
176,
177,
120,
107,
176,
368,
141,
104,
103,
103,
108,
140,
175,
98,
393,
158,
148,
156,
966,
1012,
320,
217,
175,
152,
205,
240,
392,
203,
140,
216,
207,
163,
281,
208,
152,
247,
264,
160,
193,
363,
232,
170
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 210.87%",
"予測される変化率: [カラム_0] 予測される変化率: 28.79%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.22倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: downward",
"Historical change rate: [column_0] Historical change rate: 210.87%",
"Forecasted change rate: [column_0] Forecasted change rate: 28.79%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.22 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 47",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 88 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is 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 |
[
2082,
1675,
1741,
1969,
2262,
2024,
1958,
1869,
1645,
1788,
1538,
1473,
1884,
1687,
1526,
1674,
1676,
1558,
1587,
2028,
1473,
1558,
1684,
1302,
1143,
1234,
1430,
1405,
1562,
1504,
1160,
1292,
1270,
1711,
1975,
1748,
2569,
2424,
1567,
2345,
2958,
2461,
2993,
2754,
2747,
2590,
2765,
2827,
2633,
2210,
2188,
1929,
2197,
2076,
2408,
2778,
2307,
2355,
2266,
2532,
2627,
2560,
2040,
1908,
2265,
2160,
2130,
2216,
2055,
2096,
1993,
1817,
2392,
2646,
2489,
2135,
1875,
3101,
2175,
1736,
2675,
3547,
3179,
3502,
3154,
2378,
2088,
2064,
2013,
1997,
1676,
1660,
1643,
1661,
1817,
1991,
1876,
2088,
1913,
2786,
2286,
2009,
2479,
1728,
2103,
1886,
1839,
2112,
2213,
2252,
2036,
1748,
2058,
1613,
1679,
1588,
2241,
1509,
2060,
2687,
2183,
2226,
2148,
1528,
2029,
1862,
2639,
2680,
2026,
2108,
2294,
2199,
1772,
1795,
1941,
2124,
2081,
2246,
3422,
2621,
2437,
1936,
1579,
1605,
2088,
1890,
1569,
1726,
2590,
1955,
1835,
2396,
1468,
1774,
1494,
2636,
1778,
1989,
2168,
2324,
2194,
1715,
1655,
1811,
1704,
1752,
1724,
1499,
1534,
1707,
1409,
1479,
1156,
1636,
1266,
1489,
1208,
1282,
1030,
1344,
1488,
1627,
1325,
1288,
1850,
2346,
2419,
1969,
2199,
1899,
2978,
2551,
2414,
3455,
3446,
2614,
1991,
2094,
1670,
1880,
2672,
2445,
2052,
1927,
1757,
1779,
2767,
1999,
1988,
2062,
1885,
1896,
1977,
2181,
2369,
3774,
2671,
1938,
1998,
2033,
2535,
2364,
1926,
2165,
2641,
2165,
2281,
2410,
3087,
2282,
2736,
2514,
2373,
1966,
2379,
2650,
2874,
2602,
2040,
2115,
1839,
2272,
2563,
2381,
2052,
2253,
2524,
1947,
2513,
2242,
2407,
2098,
2367,
1846,
1723,
2166,
2652,
3158,
2465,
1930,
2179,
2176,
2853,
2478,
2878,
2228,
1971,
2190,
2241,
2077,
2120,
2385,
2798,
2011,
1742,
1840,
9611,
3039,
2670,
2563,
2883,
2435,
1940,
2867,
2425,
2333,
2531,
1878,
2842,
5097,
4748,
4808,
3458,
3017,
3092,
2965,
2739,
2877,
2602,
2226,
2293,
2516,
2749,
2879,
2426,
3042,
3077,
3367,
3752,
2725,
3435,
5625,
3400,
3156,
2590,
2965,
2664,
2352,
2618,
3785,
3000,
2431,
1867,
2336,
2502,
2128,
2628,
2046,
2380,
2311,
1894,
1797,
1798,
2239,
2259,
1899,
2129,
1881,
2026,
2214,
3149,
2906,
2457,
2366,
2333,
2336,
2371,
2547,
2516,
2242,
2248,
2358,
2080,
1954,
2457,
2282,
2556,
1977,
2322,
2358,
2072,
1813,
2726,
2179,
2495,
1842,
1428,
2339,
1813,
2218,
1798,
1780,
1781,
2050,
2347,
1950,
1886,
2413,
1709,
1549,
1703,
1986,
1938,
2036,
2285,
1921,
2551,
1522,
1523,
1602,
1994,
2164,
1698,
1643,
1552,
1866,
1715,
2371,
1992,
1855,
2038,
1880,
1557,
1481,
1611,
1634,
2171,
2156,
2069,
2342,
2009,
2131,
2433,
2172,
2121,
1810,
1843,
2262,
2031,
2423,
1886,
2048,
1975,
2176,
1939,
2435,
2607,
2131,
1566,
1378,
1564,
1966,
2000,
1608,
1391,
1692,
1305,
1722,
1937,
2060,
2029,
2123,
1584,
1755,
1362,
1768,
1958,
2142,
1673,
1907,
1621,
1656,
1492,
1583,
1806,
1730,
1824,
1376,
2572,
1880,
1550,
1277,
1596,
1598,
1729,
1709,
2177,
2003,
1800,
1771,
1454,
1656,
1832,
1613,
1895,
1883,
1735,
1289,
1314,
1706,
1811,
1688,
1599,
1498,
1753,
1953,
1293,
1620,
1309,
1687,
1439,
1616,
1658,
2190,
2291,
2306,
1919,
1713,
1786,
1427,
1549,
1855,
1918,
1790,
1542,
2179,
1523,
1575,
1621,
1855,
1694,
1958
] |
[
1763,
1624,
1843,
1722,
1630,
1526,
1684,
1662,
1568,
1602,
1540,
1813,
1799,
1561,
1974,
1624,
2193,
1396,
1664,
1681,
1299,
1491,
1728,
1427,
1669,
1652,
1565,
1623,
1601,
2074,
2682,
1726,
1802,
1772,
1442,
1555,
1482,
1653,
1527,
2249,
1898,
2754,
2630,
2875,
2792,
3367,
3459,
2846,
2429,
2303,
2217,
2569,
2970,
2368,
2106,
2013,
2181,
2636,
3882,
2219,
1782,
1624,
1716,
1516,
1845,
2259,
2119,
1982,
1888,
2332,
2232,
1972,
2062,
1723,
2227,
1779,
2022,
2173,
1929,
1836,
2103,
1519,
1582,
1725,
1822,
1782,
1909,
2172,
2154,
1852,
1921,
1942,
1553,
2149,
1696,
1558
] |
[
"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: -5.96%",
"予測される変化率: [カラム_0] 予測される変化率: -11.63%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.29倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: -5.96%",
"Forecasted change rate: [column_0] Forecasted change rate: -11.63%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.29 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 62",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 62 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"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 downward trend.",
"Noise: [column_0] The data contains high randomness at period 62.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
[
822,
882,
839,
606,
775,
864,
1178,
1010,
1016,
812,
711,
813,
910,
1008,
1033,
898,
758,
677,
2782,
1168,
895,
1472,
1965,
1514,
814,
847,
933,
1026,
1078,
1124,
1242,
1461,
1319,
1085,
1356,
1343,
995,
986,
856,
1011,
1234,
2252,
1300,
1633,
1301,
1649,
1256,
1351,
1463,
1493,
1372,
1072,
1140,
1396,
1468,
1449,
1510,
1994,
1201,
947,
1274,
1684,
3565,
2072,
1654,
1231,
1915,
1941,
3296,
1941,
2339,
1792,
1512,
1154,
1268,
2025,
1948,
1715,
1893,
1523,
1244,
1577,
2551,
2623,
2621,
2516,
1597,
1323,
1897,
2719,
2679,
2668,
2820,
1681,
1269,
1993,
2715,
2428,
2624,
2233,
1529,
1328,
1630,
2483,
2523,
2349,
2196,
1531,
1297,
1853,
2254,
3146,
2538,
2463,
1712,
1303,
2174,
2225,
2642,
2492,
2003,
1313,
1154,
1169,
2068,
2233,
2542,
2713,
1984,
1221,
1699,
2398,
2309,
2203,
2177,
1636,
1237,
1654,
1933,
2649,
2354,
5179,
3676,
4249,
4036,
3648,
3315,
3047,
3562,
3160,
3975,
3522,
2975,
2528,
2567,
2906,
2360,
2729,
2846,
2601,
2779,
2592,
2745,
2198,
2220,
2552,
2168,
1903,
1756,
2429,
2073,
2231,
1896,
1670,
1371,
1302,
1016,
1422,
1698,
2234,
1701,
1602,
2646,
1259,
1552,
1639,
1889,
1722,
1605,
1503,
1550,
1757,
1568,
2294,
1887,
1964,
1881,
2105,
1650,
1627,
1718,
1934,
1971,
1668,
1598,
1447,
1353,
1782,
1797,
1816,
1868,
1399,
1276,
1287,
1730,
1438,
1409,
1339,
2441,
2002,
1316,
1603,
1573,
3273,
1638,
1622,
1493,
1237,
1363,
1481,
1746,
1358,
1345,
1904,
1235,
1428,
1694,
1566,
1518,
1386,
1454,
2121,
1341,
1430,
1456,
2264,
1416,
1105,
1623,
1443,
2025,
1550,
1663,
1432,
1486,
1315,
1493,
1519,
1809,
2167,
1578,
1257,
1879,
1416,
1314,
2521,
1271,
1024,
2765,
1384,
1409,
1827,
1761,
1604,
1609,
1528,
1374,
1623,
1818,
1980,
1821,
2296,
1466,
1337,
2163,
1991,
1770,
1735,
2485,
1449,
2448,
1621,
2380,
2034,
1939,
1681,
1347,
2254,
2676,
2172,
2122,
2046,
3183,
1476,
1563,
1525,
1889,
1902,
1714,
2104,
1418,
1421,
1704,
1824,
1879,
1795,
1665,
1482,
1493,
1559,
1911,
1799,
1839,
1984,
1573,
1642,
1834,
1882,
1929,
2320,
2226,
1525,
1574,
2010,
1922,
1924,
1957,
1937,
1549,
1305,
2080,
2042,
1877,
1756,
3270,
1344,
1331,
1737,
3094,
1701,
1671,
1552,
1162,
1269,
2529,
1759,
1702,
1436,
1173,
1088,
972,
1076,
1041,
1226,
1135,
1880,
1129,
1853,
1161,
1167,
1069,
1120,
1050,
959,
854,
1101,
1132,
1610,
1436,
1423,
1277,
1026,
1137,
1093,
1670,
1632,
1387,
1055,
907,
1173,
1256,
1582,
1207,
1142,
1023,
780,
1352,
1276,
1533,
1612,
1436,
1495,
1388,
1131,
1149,
1215,
1121,
1202,
1017,
973,
1020,
1242,
1365,
1353,
1749,
1486,
971,
1059,
1351,
2213,
1983,
1628,
1296,
1081,
1287,
1592,
1659,
1758,
3782,
2155,
1583,
1933,
2070,
1937,
1702,
1569,
1602,
1141,
3189,
1751,
2098,
1916,
1894,
1354,
1301,
1725,
2191,
2376,
2505,
2469,
1924,
1915,
2273,
2972,
2820,
3057,
2619,
1578,
1726,
2097,
2498,
2593,
2358,
2213,
1504,
1222,
1629,
1891,
1935,
2217,
2131,
1651,
1336,
1761,
1952,
2766,
2205,
2176,
1696,
1512,
1962,
2406,
2341,
2733,
1976,
1336,
1166,
1424,
1856,
1782,
2491,
2075,
2086,
1540,
2056,
2719,
2945,
2633,
2383,
1824,
3424,
2225,
2472,
2384,
1986,
2233,
1827,
1225,
1756,
2635,
2184,
2155
] |
[
2380,
2151,
2390,
2028,
1924,
2357,
2092,
1777,
1498,
1211,
2574,
2465,
2186,
1856,
1805,
1678,
1244,
1499,
1937,
1848,
1569,
1557,
1455,
1233,
1514,
1475,
1257,
1054,
951,
848,
1034,
906,
1311,
1212,
1173,
1121,
1194,
881,
974,
1274,
1406,
1325,
1296,
1232,
1337,
1470,
2689,
1742,
1492,
1624,
1405,
6962,
3231,
2959,
1727,
2705,
1667,
1661,
1334,
1459,
2765,
1667,
1872,
2098,
2436,
3172,
6219,
3884,
3756,
3720,
3493,
3338,
5461,
4751,
3746,
3411,
3211,
4106,
3137,
3309,
4206,
3657,
3084,
2796,
3009,
2707,
2887,
3953,
3099,
2775,
2674,
2516,
2137,
2043,
2564,
2425
] |
[
"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: 162.17%",
"予測される変化率: [カラム_0] 予測される変化率: 1.89%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.41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: 162.17%",
"Forecasted change rate: [column_0] Forecasted change rate: 1.89%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.41 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 88 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 88.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
10,
16,
13,
15,
10,
10,
11,
7,
22,
25,
24,
12,
18,
6,
14,
10,
18,
3,
6,
13,
18,
9,
7,
9,
8,
5,
2,
11,
6,
9,
4,
1,
4,
4,
4,
6,
2,
7,
14,
12,
4,
10,
11,
9,
15,
7,
9,
8,
9,
16,
4,
10,
4,
8,
9,
5,
10,
10,
10,
11,
10,
7,
7,
8,
9,
9,
14,
8,
6,
6,
5,
9,
7,
18,
8,
12,
7,
10,
24,
14,
20,
6,
19,
13,
18,
12,
15,
6,
14,
10,
10,
10,
12,
8,
24,
15,
15,
13,
13,
10,
11,
18,
12,
16,
13,
16,
19,
16,
11,
12,
8,
11,
8,
12,
16,
21,
8,
18,
9,
19,
19,
12,
11,
21,
6,
12,
14,
8,
16,
8,
13,
23,
22,
9,
6,
17,
15,
13,
6,
13,
11,
12,
15,
11,
18,
10,
24,
12,
15,
19,
22,
16,
36,
15,
16,
26,
16,
17,
27,
21,
27,
36,
21,
24,
19,
11,
13,
11,
17,
22,
14,
21,
21,
16,
7,
26,
10,
12,
10,
16,
9,
13,
13,
7,
10,
18,
16,
15,
21,
15,
32,
30,
24,
21,
21,
17,
16,
16,
18,
22,
19,
15,
13,
14,
21,
11,
22,
10,
25,
14,
12,
20,
13,
17,
22,
33,
25,
15,
39,
24,
23,
27,
28,
25,
38,
39,
22,
29,
28,
39,
35,
32,
57,
71,
149,
1087,
1056,
157,
78,
32,
34,
25,
41,
23,
26,
14,
22,
29,
36,
24,
45,
16,
14,
19,
17,
19,
13,
19,
34,
16,
29,
23,
15,
11,
15,
16,
26,
27,
11,
13,
12,
9,
16,
12,
19,
16,
9,
20,
18,
22,
12,
17,
24,
17,
20,
10,
16,
13,
22,
10,
19,
17,
13,
16,
12,
14,
10,
10,
12,
16,
12,
10,
19,
12,
11,
21,
6,
19,
36,
26,
13,
10,
12,
17,
15,
16,
16,
9,
9,
5,
10,
16,
16,
18,
12,
11,
12,
15,
10,
11,
15,
10,
14,
13,
7,
15,
10,
9,
7,
17,
13,
17,
20,
15,
16,
18,
10,
8,
11,
10,
13,
14,
11,
13,
8,
8,
11,
18,
9,
13,
13,
15,
9,
10,
13,
12,
13,
34,
4,
17,
15,
17,
15,
11,
17,
7,
10,
7,
16,
8,
21,
11,
9,
15,
14,
10,
10,
22,
17,
33,
12,
36,
12,
8,
15,
14,
11,
14,
10,
19,
14,
19,
17,
15,
13,
17,
26,
13,
24,
10,
6,
18,
13,
16,
11,
15,
15,
22,
39,
6,
10,
29,
14,
25,
11,
17,
13,
14,
10,
17,
15,
13,
12,
17,
15,
37,
24,
15,
11,
6,
12,
10,
10,
10,
14,
12,
27,
15,
13,
13,
14,
24,
12,
10,
20,
17,
13,
14,
25,
21,
20,
14,
12,
16,
13,
44,
14,
10,
6,
18,
21,
13,
12,
16,
18,
15,
10,
9,
10,
12,
23,
13,
15,
6,
14,
6,
14,
6,
23,
13,
12,
16,
20,
11,
13,
11,
11,
13,
14,
11,
19,
19,
25,
13,
9,
8,
22,
19,
13,
19,
20,
23
] |
[
14,
12,
13,
27,
16,
18,
15,
17,
13,
17,
14,
18,
18,
16,
17,
19,
25,
21,
27,
20,
21,
16,
43,
19,
10,
16,
29,
22,
15,
16,
29,
34,
19,
19,
18,
20,
15,
26,
19,
21,
23,
17,
28,
19,
29,
35,
36,
26,
30,
18,
16,
36,
36,
22,
26,
25,
19,
52,
38,
32,
12,
25,
34,
27,
36,
20,
20,
19,
18,
22,
28,
31,
31,
53,
39,
48,
27,
30,
43,
35,
37,
33,
34,
38,
51,
33,
55,
79,
119,
955,
923,
127,
52,
57,
109,
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: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 130.00%",
"予測される変化率: [カラム_0] 予測される変化率: 335.71%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.29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: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 130.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 335.71%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.29 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 92.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
98,
108,
107,
97,
150,
111,
111,
135,
108,
100,
74,
82,
93,
57,
102,
101,
98,
102,
78,
115,
97,
88,
116,
160,
88,
90,
89,
73,
66,
73,
72,
76,
77,
85,
107,
81,
83,
84,
94,
92,
91,
118,
90,
103,
89,
88,
97,
128,
121,
108,
83,
97,
127,
126,
211,
143,
85,
119,
81,
106,
128,
105,
97,
121,
86,
399,
448,
211,
213,
163,
168,
115,
134,
91,
97,
126,
111,
101,
95,
83,
72,
106,
116,
124,
118,
140,
121,
113,
135,
169,
145,
149,
129,
134,
94,
97,
141,
134,
114,
9131,
595,
177,
202,
200,
167,
171,
591,
177,
134,
130,
107,
129,
178,
205,
152,
135,
131,
173,
173,
124,
114,
129,
106,
130,
113,
133,
103,
308,
161,
309,
170,
155,
154,
116,
142,
292,
141,
99,
129,
212,
166,
169,
187,
100,
128,
112,
102,
97,
130,
108,
111,
100,
95,
83,
128,
120,
104,
91,
74,
72,
79,
85,
104,
80,
63,
90,
83,
106,
64,
95,
82,
84,
65,
101,
70,
80,
53,
80,
74,
94,
235,
89,
79,
66,
64,
87,
133,
167,
209,
167,
134,
170,
98,
123,
184,
185,
254,
221,
102,
94,
139,
161,
91,
151,
383,
185,
155,
157,
126,
96,
104,
97,
142,
105,
114,
95,
84,
97,
1755,
179,
102,
93,
105,
104,
126,
138,
148,
154,
94,
111,
100,
107,
99,
63,
97,
106,
104,
99,
90,
63,
85,
66,
70,
76,
54,
59,
80,
59,
85,
77,
123,
119,
87,
395,
98,
270,
181,
131,
105,
85,
91,
95,
107,
112,
92,
79,
72,
252,
78,
82,
62,
83,
74,
73,
66,
86,
117,
113,
101,
120,
98,
414,
106,
117,
150,
114,
91,
93,
67,
80,
134,
116,
96,
111,
73,
116,
91,
127,
98,
90,
89,
76,
102,
110,
104,
106,
119,
118,
106,
171,
195,
119,
134,
103,
118,
83,
159,
123,
121,
132,
101,
115,
115,
117,
132,
93,
102,
180,
175,
113,
107,
135,
96,
96,
84,
585,
14263,
1454,
623,
343,
216,
258,
259,
219,
486,
610,
244,
185,
459,
150,
171,
212,
154,
196,
163,
196,
256,
456,
295,
282,
272,
444,
219,
187,
175,
172,
149,
191,
194,
149,
143,
143,
233,
192,
212,
168,
135,
101,
106,
151,
117,
127,
110,
120,
110,
120,
118,
112,
147,
171,
124,
152,
128,
104,
90,
103,
122,
76,
77,
77,
74,
89,
102,
82,
78,
89,
90,
85,
87,
89,
78,
149,
175,
123,
111,
148,
169,
133,
137,
139,
129,
111,
346,
244,
187,
192,
209,
165,
151,
227,
205,
147,
141,
200,
185,
107,
130,
123,
214,
357,
186,
245,
183,
138,
116,
126,
171,
161,
124,
112,
74,
120,
78,
94,
91,
106,
119,
124,
112,
115,
260,
129,
133,
122,
138,
154,
127,
220,
61134,
9339,
2802,
1800,
768,
547,
476,
595,
311,
380,
236,
204,
259,
220,
184,
229,
1154,
191,
156,
192,
139,
177,
150,
190,
184,
227,
244,
242,
193,
136,
157,
139,
204,
198,
239,
686,
521,
216,
200,
189,
224,
200,
192,
174
] |
[
168,
152,
162,
176,
129,
121,
104,
128,
103,
117,
109,
114,
132,
351,
211,
140,
112,
113,
111,
123,
90,
79,
94,
85,
116,
66,
102,
71,
109,
116,
75,
95,
136,
87,
81,
160,
127,
96,
113,
104,
115,
97,
154,
141,
128,
245,
162,
139,
87,
106,
129,
134,
160,
110,
106,
96,
85,
136,
116,
140,
137,
122,
114,
100,
93,
217,
153,
125,
106,
118,
90,
113,
129,
121,
121,
124,
106,
106,
242,
155,
183,
117,
120,
87,
101,
120,
150,
166,
134,
99,
100,
99,
121,
116,
352,
153
] |
[
"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: 77.55%",
"予測される変化率: [カラム_0] 予測される変化率: -8.93%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.32倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 77.55%",
"Forecasted change rate: [column_0] Forecasted change rate: -8.93%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.32 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
164,
268,
277,
264,
189,
236,
190,
229,
248,
233,
233,
203,
222,
201,
236,
207,
156,
308,
271,
227,
204,
152,
211,
177,
262,
179,
184,
152,
176,
222,
187,
161,
158,
150,
178,
200,
275,
216,
162,
208,
167,
215,
196,
223,
189,
312,
225,
266,
218,
265,
918,
516,
441,
332,
303,
243,
312,
594,
621,
415,
339,
233,
232,
201,
450,
479,
411,
271,
283,
211,
223,
500,
568,
426,
367,
280,
230,
572,
584,
352,
441,
296,
250,
228,
268,
800,
702,
608,
435,
490,
421,
282,
607,
635,
512,
441,
933,
303,
675,
552,
437,
419,
307,
281,
280,
285,
546,
395,
448,
339,
250,
338,
274,
419,
358,
466,
391,
205,
254,
205,
432,
332,
489,
287,
229,
231,
230,
369,
413,
432,
313,
224,
322,
293,
346,
384,
354,
339,
262,
238,
241,
279,
378,
313,
274,
192,
150,
169,
176,
246,
400,
305,
227,
225,
172,
194,
381,
493,
237,
219,
266,
147,
198,
321,
249,
230,
182,
198,
189,
190,
266,
260,
267,
162,
183,
175,
209,
243,
176,
217,
286,
261,
245,
180,
267,
367,
244,
231,
182,
191,
192,
228,
212,
190,
208,
154,
220,
209,
263,
299,
203,
163,
215,
225,
265,
322,
393,
187,
198,
221,
227,
329,
464,
327,
233,
313,
256,
380,
260,
461,
238,
152,
186,
172,
223,
374,
317,
270,
199,
211,
260,
266,
263,
478,
325,
324,
226,
263,
169,
217,
319,
360,
554,
239,
198,
196,
202,
588,
949,
1196,
385,
353,
291,
402,
753,
1089,
856,
392,
364,
288,
393,
344,
593,
649,
305,
273,
262,
314,
483,
536,
779,
362,
352,
285,
304,
646,
1324,
767,
581,
426,
307,
330,
568,
470,
471,
288,
277,
269,
248,
677,
598,
418,
334,
240,
280,
359,
549,
347,
290,
272,
254,
207,
210,
202,
291,
243,
205,
537,
397,
327,
302,
240,
265,
242,
223,
195,
177,
241,
342,
228,
194,
180,
148,
233,
295,
300,
259,
180,
157,
151,
177,
383,
310,
221,
221,
141,
252,
305,
527,
602,
322,
173,
192,
201,
290,
412,
396,
282,
276,
150,
156,
222,
442,
292,
252,
194,
188,
207,
229,
372,
319,
203,
168,
185,
177,
222,
406,
427,
323,
263,
259,
246,
288,
337,
286,
175,
200,
195,
205,
293,
275,
274,
224,
203,
188,
201,
314,
749,
446,
575,
389,
241,
307,
343,
662,
608,
838,
368,
333,
275,
365,
521,
560,
652,
396,
302,
309,
284,
443,
750,
675,
431,
300,
351,
388,
751,
869,
763,
384,
368,
318,
423,
680,
725,
632,
370,
285,
322,
358,
625,
1110,
808,
367,
401,
312,
486,
407,
321,
328,
249,
250,
444,
864,
468,
401,
299,
262,
194,
245,
448,
263,
216,
235,
231,
188,
219,
208,
287,
272,
244,
148,
163,
203,
251,
192,
194,
184,
245,
165,
162,
214,
221,
330,
269,
178,
163,
141,
317,
1000,
502,
372,
237,
209,
249,
271,
389,
332,
265,
279,
222,
232,
537,
338,
256,
281,
178,
167,
248,
285,
844,
513,
434,
503,
436,
339,
887,
873,
621,
483,
396,
437,
302
] |
[
287,
317,
317,
293,
273,
198,
251,
209,
190,
249,
274,
232,
147,
146,
139,
185,
342,
280,
174,
174,
184,
175,
218,
261,
280,
152,
166,
172,
205,
137,
188,
140,
153,
143,
127,
183,
141,
164,
191,
236,
163,
168,
123,
174,
189,
176,
135,
180,
119,
124,
112,
198,
136,
132,
152,
122,
160,
142,
149,
166,
118,
146,
141,
145,
113,
116,
135,
124,
129,
163,
159,
160,
135,
158,
165,
175,
129,
142,
137,
108,
142,
122,
130,
113,
133,
157,
145,
152,
212,
118,
138,
154,
126,
101,
156,
140
] |
[
"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: 84.15%",
"予測される変化率: [カラム_0] 予測される変化率: -51.22%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.56倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 62個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 84.15%",
"Forecasted change rate: [column_0] Forecasted change rate: -51.22%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.56 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 62",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
413,
343,
380,
470,
526,
336,
327,
402,
373,
336,
347,
354,
257,
271,
307,
308,
333,
355,
812,
433,
404,
373,
418,
378,
370,
380,
329,
367,
316,
377,
413,
374,
348,
262,
381,
336,
390,
412,
383,
330,
378,
366,
356,
383,
339,
349,
374,
475,
499,
485,
431,
442,
404,
453,
407,
807,
476,
393,
466,
496,
479,
319,
845,
303,
319,
293,
424,
377,
288,
287,
258,
340,
286,
455,
420,
235,
238,
220,
213,
257,
305,
365,
256,
253,
247,
212,
235,
310,
312,
501,
433,
275,
268,
245,
447,
552,
458,
905,
910,
698,
947,
857,
801,
597,
772,
904,
624,
615,
944,
1032,
555,
787,
989,
690,
553,
826,
800,
488,
618,
788,
590,
568,
834,
884,
581,
771,
875,
723,
708,
934,
1013,
803,
1064,
1101,
889,
845,
1177,
1103,
684,
1339,
906,
708,
776,
938,
903,
628,
1233,
668,
529,
635,
830,
934,
1117,
862,
668,
678,
649,
893,
923,
616,
531,
555,
577,
507,
684,
766,
544,
694,
630,
512,
471,
673,
782,
1077,
732,
588,
606,
553,
718,
948,
684,
814,
758,
607,
843,
864,
917,
570,
539,
593,
528,
472,
646,
763,
508,
634,
552,
502,
572,
774,
971,
608,
612,
791,
921,
761,
880,
890,
778,
812,
810,
1076,
904,
877,
890,
856,
816,
796,
791,
816,
806,
751,
713,
656,
821,
899,
985,
1009,
1096,
778,
669,
743,
603,
562,
522,
819,
475,
474,
477,
483,
511,
690,
845,
719,
459,
403,
396,
377,
667,
780,
513,
472,
454,
479,
411,
640,
708,
435,
478,
465,
418,
406,
594,
557,
381,
374,
417,
408,
435,
489,
578,
383,
430,
452,
447,
431,
633,
643,
776,
826,
637,
425,
384,
622,
637,
443,
468,
423,
378,
466,
511,
523,
468,
589,
509,
505,
486,
801,
751,
466,
559,
624,
538,
622,
672,
1119,
594,
1492,
652,
514,
460,
654,
698,
434,
1064,
589,
591,
450,
583,
640,
453,
412,
464,
431,
428,
669,
599,
535,
610,
421,
423,
396,
539,
693,
567,
456,
454,
459,
437,
408,
580,
453,
404,
440,
761,
716,
662,
629,
560,
459,
451,
521,
434,
492,
581,
454,
434,
427,
415,
387,
457,
558,
428,
530,
624,
630,
524,
724,
1177,
920,
854,
554,
662,
842,
896,
716,
678,
643,
511,
593,
539,
749,
689,
730,
692,
592,
571,
525,
595,
708,
666,
739,
688,
699,
590,
564,
755,
796,
698,
616,
617,
558,
572,
552,
487,
517,
512,
521,
535,
577,
715,
635,
645,
668,
644,
680,
698,
664,
682,
1374,
786,
705,
641,
738,
620,
509,
385,
387,
366,
365,
445,
476,
297,
676,
321,
327,
313,
362,
378,
250,
250,
291,
473,
584,
552,
539,
310,
329,
296,
284,
319,
416,
408,
309,
525,
650,
419,
407,
428,
583,
339,
382,
371,
320,
293,
361,
494,
455,
279,
272,
227,
266,
362,
436,
297,
355,
244,
264,
334,
354,
381,
350,
275,
261,
289,
295,
342,
415,
425,
396,
367,
340,
354,
470,
535,
333,
835,
550,
480,
360,
495,
549,
441,
382,
339,
425,
367,
574,
559,
468,
364,
396
] |
[
374,
355,
426,
479,
289,
330,
319,
322,
294,
404,
477,
306,
286,
332,
305,
268,
381,
377,
327,
285,
265,
263,
217,
292,
299,
240,
302,
301,
243,
254,
338,
283,
375,
410,
353,
383,
340,
406,
545,
463,
332,
325,
285,
284,
424,
434,
281,
348,
301,
307,
318,
506,
470,
369,
491,
376,
428,
368,
374,
380,
317,
345,
438,
405,
368,
408,
378,
385,
615,
543,
496,
548,
446,
533,
523,
512,
498,
426,
436,
440,
461,
340,
391,
425,
380,
646,
718,
563,
376,
352,
348,
310,
287,
390,
404,
443
] |
[
"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: -4.12%",
"予測される変化率: [カラム_0] 予測される変化率: 18.45%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.39倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -4.12%",
"Forecasted change rate: [column_0] Forecasted change rate: 18.45%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.39 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 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] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 66 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 66.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
158,
145,
208,
232,
188,
186,
156,
155,
144,
135,
174,
172,
166,
170,
196,
310,
202,
241,
204,
249,
191,
237,
151,
121,
127,
137,
148,
99,
128,
141,
176,
127,
202,
120,
198,
153,
176,
365,
306,
234,
235,
152,
180,
167,
220,
223,
198,
185,
175,
167,
108,
170,
295,
337,
503,
212,
141,
136,
162,
184,
189,
106,
134,
117,
145,
220,
199,
187,
138,
142,
173,
208,
221,
371,
263,
285,
238,
210,
253,
261,
243,
267,
817,
395,
251,
489,
265,
228,
252,
195,
181,
175,
187,
153,
365,
246,
206,
177,
125,
185,
405,
240,
346,
354,
671,
369,
312,
237,
236,
332,
217,
358,
265,
221,
279,
338,
472,
226,
636,
366,
261,
216,
205,
260,
175,
350,
192,
164,
151,
204,
278,
263,
379,
266,
184,
217,
261,
320,
158,
329,
252,
154,
192,
220,
209,
184,
305,
166,
143,
132,
211,
161,
141,
179,
137,
127,
153,
250,
134,
113,
297,
3722,
1400,
699,
534,
387,
283,
442,
333,
232,
207,
173,
198,
195,
163,
489,
287,
138,
142,
177,
183,
396,
252,
146,
194,
203,
366,
213,
78540,
11245,
1470,
575,
538,
556,
792,
343,
269,
220,
188,
225,
238,
195,
195,
532,
202,
199,
800,
334,
203,
178,
154,
187,
237,
270,
299,
213,
191,
133,
156,
167,
193,
261,
162,
193,
140,
174,
144,
160,
200,
158,
162,
123,
122,
182,
220,
177,
263,
193,
136,
126,
156,
194,
167,
203,
195,
210,
116,
126,
138,
169,
144,
238,
276,
222,
182,
221,
262,
241,
208,
140,
167,
158,
203,
223,
169,
150,
147,
131,
163,
858,
402,
319,
228,
205,
193,
158,
187,
179,
163,
158,
147,
153,
158,
175,
139,
111,
120,
124,
101,
102,
132,
144,
202,
255,
1677,
1112,
228,
203,
166,
123,
169,
121,
135,
119,
147,
127,
157,
222,
220,
161,
150,
183,
181,
109,
155,
112,
108,
111,
141,
143,
99,
236,
131,
101,
102,
112,
118,
111,
133,
146,
149,
128,
201,
149,
116,
113,
97,
120,
124,
147,
186,
148,
141,
161,
122,
130,
141,
159,
128,
124,
126,
147,
99,
131,
159,
159,
172,
197,
225,
168,
148,
187,
119,
250,
189,
97,
106,
168,
138,
98,
127,
111,
130,
109,
161,
160,
119,
109,
95,
182,
125,
163,
175,
174,
126,
136,
132,
103,
122,
136,
115,
115,
108,
112,
111,
226,
175,
132,
154,
99,
162,
191,
172,
136,
237,
145,
137,
129,
146,
144,
137,
143,
153,
156,
176,
167,
171,
184,
198,
166,
124,
156,
129,
139,
155,
131,
156,
128,
140,
145,
216,
205,
151,
140,
115,
148,
128,
129,
257,
170,
191,
203,
150,
148,
335,
208,
243,
175,
124,
183,
129,
159,
170,
173,
143,
155,
152,
115,
126,
147,
139,
146,
172,
123,
165,
142,
176,
152,
127,
90,
92,
107,
100,
138,
188,
208,
200,
136,
110,
178,
142,
111,
113,
102,
189,
2556,
595,
225,
166,
181,
127,
170,
120,
178,
183,
132,
130,
132,
110,
1908,
441,
261,
517,
385,
157,
138,
112,
129,
148,
146,
161,
157
] |
[
143,
166,
161,
141,
331,
417,
155,
125,
112,
143,
153,
145,
107,
112,
100,
130,
145,
140,
154,
89,
131,
163,
125,
172,
137,
99,
137,
117,
164,
129,
116,
143,
140,
144,
169,
150,
138,
110,
144,
167,
228,
264,
172,
174,
314,
284,
202,
185,
967,
932,
393,
327,
301,
237,
223,
231,
409,
234,
248,
228,
206,
191,
196,
266,
235,
236,
249,
169,
168,
156,
248,
227,
242,
238,
190,
179,
182,
341,
256,
248,
324,
231,
235,
203,
328,
243,
341,
371,
262,
192,
228,
1027,
272,
216,
191,
147
] |
[
"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: -0.63%",
"予測される変化率: [カラム_0] 予測される変化率: 2.80%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.68倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -0.63%",
"Forecasted change rate: [column_0] Forecasted change rate: 2.80%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.68 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 downward trend.",
"Noise: [column_0] The data contains high randomness at period 70.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
10,
9,
11,
11,
6,
7,
8,
15,
13,
10,
8,
8,
18,
9,
10,
11,
21,
13,
14,
13,
17,
10,
6,
15,
9,
10,
14,
10,
12,
8,
17,
4,
9,
10,
14,
14,
11,
15,
31,
11,
8,
10,
27,
15,
18,
21,
13,
17,
23,
18,
30,
12,
14,
7,
11,
8,
6,
12,
18,
12,
12,
15,
14,
20,
29,
17,
15,
23,
21,
20,
27,
34,
30,
22,
30,
23,
40,
30,
16,
40,
38,
35,
44,
40,
45,
34,
39,
38,
29,
38,
43,
26,
31,
31,
35,
27,
25,
29,
26,
24,
25,
16,
26,
19,
26,
22,
22,
30,
27,
38,
18,
16,
33,
18,
32,
29,
23,
17,
26,
24,
23,
22,
24,
37,
25,
25,
28,
30,
25,
40,
40,
33,
26,
41,
33,
31,
31,
31,
22,
25,
25,
26,
33,
37,
32,
27,
26,
33,
19,
17,
14,
33,
21,
39,
28,
22,
26,
32,
30,
18,
27,
22,
17,
26,
29,
34,
28,
23,
19,
21,
19,
25,
43,
25,
22,
25,
14,
17,
31,
28,
24,
22,
21,
17,
25,
30,
32,
32,
28,
38,
33,
34,
30,
33,
38,
34,
28,
38,
24,
42,
27,
24,
35,
20,
29,
35,
34,
21,
29,
26,
28,
33,
30,
33,
20,
25,
74,
240,
9,
20,
40,
37,
23,
19,
23,
22,
38,
37,
20,
24,
15,
26,
17,
25,
37,
19,
33,
19,
22,
20,
23,
47,
36,
32,
22,
20,
17,
26,
30,
26,
25,
23,
15,
22,
15,
18,
27,
27,
17,
34,
19,
10,
34,
27,
31,
27,
22,
25,
17,
24,
26,
16,
29,
21,
33,
25,
19,
18,
16,
20,
13,
25,
17,
26,
19,
25,
20,
16,
25,
24,
21,
33,
10,
26,
22,
30,
22,
26,
25,
25,
15,
18,
23,
17,
18,
21,
31,
24,
26,
9,
25,
16,
19,
29,
18,
31,
15,
13,
17,
7,
18,
25,
12,
11,
21,
22,
25,
28,
18,
22,
16,
22,
31,
13,
15,
18,
15,
18,
17,
22,
21,
32,
15,
16,
24,
16,
22,
13,
17,
25,
19,
12,
22,
17,
15,
18,
12,
13,
16,
21,
21,
18,
23,
20,
16,
15,
11,
12,
24,
10,
20,
11,
14,
8,
16,
18,
20,
10,
9,
13,
12,
11,
9,
19,
24,
28,
10,
13,
18,
21,
26,
15,
19,
17,
37,
18,
27,
12,
13,
21,
17,
13,
17,
15,
13,
19,
18,
20,
26,
12,
22,
19,
19,
20,
24,
20,
15,
12,
22,
14,
21,
28,
9,
17,
16,
19,
16,
12,
22,
26,
8,
19,
16,
13,
16,
13,
11,
12,
17,
12,
17,
12,
11,
10,
9,
11,
17,
18,
10,
14,
9,
18,
13,
12,
17,
20,
33,
70,
15,
30,
101,
17,
23,
11,
10,
16,
15,
13,
13,
12,
18,
29,
11,
11,
12,
18,
24,
32,
26,
24,
24,
16,
14,
12,
20,
25,
21,
26,
35,
35,
22,
19,
17,
15,
14,
30,
21,
21,
16,
20,
16,
25,
14,
19,
16,
23,
36,
35,
47,
25,
29,
33
] |
[
28,
40,
36,
94,
55,
26,
21,
17,
24,
32,
28,
30,
17,
18,
24,
32,
54,
21,
27,
28,
28,
36,
42,
36,
36,
32,
32,
29,
44,
44,
40,
38,
33,
45,
24,
32,
22,
29,
29,
46,
38,
31,
35,
22,
27,
54,
35,
36,
28,
43,
40,
31,
35,
28,
53,
31,
34,
30,
33,
30,
24,
21,
28,
22,
21,
29,
22,
31,
53,
60,
23,
45,
25,
27,
17,
16,
27,
17,
15,
13,
22,
23,
20,
12,
24,
17,
29,
16,
24,
21,
28,
26,
24,
30,
34,
50
] |
[
"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: 230.00%",
"予測される変化率: [カラム_0] 予測される変化率: 78.57%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.58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: 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: 230.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 78.57%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.58 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 78 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 78.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
337,
338,
337,
343,
384,
317,
286,
293,
246,
212,
300,
350,
256,
245,
239,
279,
263,
259,
293,
288,
272,
377,
451,
236,
207,
227,
219,
180,
251,
356,
171,
203,
240,
198,
235,
210,
242,
199,
219,
259,
246,
238,
223,
326,
280,
249,
332,
251,
238,
766,
212,
254,
249,
267,
231,
276,
240,
274,
291,
271,
273,
223,
147,
173,
181,
178,
215,
305,
229,
163,
253,
403,
473,
297,
313,
289,
315,
235,
216,
189,
247,
264,
257,
265,
336,
214,
202,
238,
210,
203,
157,
214,
207,
185,
224,
259,
126,
186,
179,
210,
197,
300,
281,
266,
218,
214,
218,
230,
941,
405,
499,
386,
302,
284,
307,
328,
368,
333,
226,
229,
230,
356,
278,
343,
264,
255,
194,
239,
226,
327,
356,
219,
242,
229,
195,
206,
228,
287,
193,
206,
222,
171,
238,
299,
312,
306,
217,
238,
233,
196,
262,
318,
204,
1711,
356,
249,
237,
280,
312,
242,
250,
257,
215,
225,
298,
306,
199,
221,
815,
637,
491,
640,
504,
482,
346,
363,
274,
239,
562,
363,
323,
321,
400,
366,
354,
367,
373,
397,
455,
369,
480,
479,
317,
401,
350,
219,
210,
266,
326,
288,
265,
207,
340,
263,
183,
305,
358,
343,
258,
359,
365,
285,
282,
304,
267,
214,
282,
263,
259,
342,
407,
373,
267,
333,
263,
310,
253,
377,
328,
421,
469,
296,
312,
269,
340,
504,
291,
279,
288,
328,
238,
279,
267,
206,
296,
295,
240,
227,
324,
313,
210,
250,
272,
274,
222,
279,
306,
240,
225,
216,
242,
184,
261,
287,
233,
243,
193,
199,
191,
244,
257,
233,
234,
213,
257,
269,
316,
267,
242,
226,
271,
229,
236,
324,
320,
385,
472,
288,
321,
330,
362,
432,
249,
257,
220,
308,
321,
356,
384,
269,
281,
306,
375,
377,
328,
372,
308,
397,
436,
454,
285,
433,
398,
372,
268,
271,
274,
224,
399,
320,
302,
249,
263,
277,
259,
307,
398,
397,
728,
399,
677,
299,
409,
344,
276,
239,
241,
185,
213,
362,
304,
258,
1081,
342,
284,
301,
621,
423,
288,
325,
287,
233,
295,
277,
301,
345,
323,
261,
277,
191,
283,
271,
215,
462,
250,
250,
209,
286,
302,
485,
410,
259,
385,
255,
343,
302,
239,
219,
242,
178,
195,
477,
448,
2976,
1010,
798,
801,
487,
465,
485,
351,
337,
377,
341,
331,
370,
383,
298,
304,
276,
266,
502,
486,
342,
256,
279,
271,
284,
261,
382,
358,
272,
296,
250,
298,
1216,
2584,
4973,
497,
494,
352,
650,
618,
526,
368,
402,
422,
290,
316,
325,
1015,
908,
602,
458,
406,
383,
307,
451,
492,
300,
306,
253,
254,
281,
407,
1004,
464,
312,
290,
412,
314,
324,
271,
285,
245,
235,
245,
242,
265,
317,
234,
215,
197,
460,
226,
365,
324,
301,
223,
247,
194,
352,
357,
339,
228,
391,
288,
246,
253,
305,
297,
200,
218,
231,
187,
383,
331,
272,
277,
367,
337,
404,
615,
1197,
695,
466,
344,
311,
479,
296,
389,
369,
291,
341,
306,
269,
309,
309,
308,
329,
279,
375
] |
[
260,
241,
356,
378,
281,
260,
268,
301,
307,
342,
288,
247,
252,
1237,
385,
364,
504,
573,
379,
359,
23064,
4615,
2679,
2346,
1901,
1186,
1040,
927,
769,
761,
684,
652,
499,
531,
602,
586,
527,
419,
369,
425,
561,
478,
627,
529,
540,
492,
548,
441,
486,
674,
485,
456,
451,
393,
431,
590,
431,
393,
506,
507,
360,
418,
372,
344,
403,
2137,
805,
431,
436,
442,
452,
322,
456,
531,
379,
424,
361,
365,
311,
433,
429,
361,
343,
330,
313,
277,
342,
335,
284,
341,
333,
377,
388,
442,
397,
320
] |
[
"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: 11.28%",
"予測される変化率: [カラム_0] 予測される変化率: 23.08%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.39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: 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: 11.28%",
"Forecasted change rate: [column_0] Forecasted change rate: 23.08%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.39 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 46",
"First turning point: [column_0] First turning point: at data point 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 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 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 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 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1650,
1458,
1483,
1131,
1194,
1600,
1599,
1474,
1500,
1232,
946,
915,
1320,
1454,
1526,
1364,
1329,
940,
903,
1132,
1269,
1317,
1255,
930,
772,
740,
993,
1092,
1139,
1070,
996,
758,
834,
1067,
1293,
1404,
1497,
1477,
1129,
1047,
1311,
1543,
1427,
1383,
1517,
1421,
1307,
1639,
1496,
1500,
1217,
1256,
1167,
1224,
1698,
1632,
1564,
1478,
1566,
1180,
1295,
1609,
1611,
1581,
1674,
1509,
1265,
1279,
1673,
1636,
1688,
1564,
1566,
1196,
1258,
1509,
1617,
1574,
1599,
1608,
1150,
1047,
1249,
1229,
1363,
1666,
1749,
1187,
1279,
1662,
1607,
1571,
1671,
1584,
1095,
1163,
1537,
1544,
1595,
1570,
1548,
1123,
1124,
1326,
1560,
1477,
1419,
1518,
1175,
1109,
1499,
1520,
1528,
1503,
1464,
1136,
1095,
1534,
1559,
1550,
1508,
1453,
1112,
1087,
1686,
1279,
1396,
1537,
1451,
1120,
1242,
1522,
1671,
1510,
1534,
1507,
1303,
1255,
1559,
1826,
1752,
1473,
1501,
1158,
1087,
1369,
1697,
1615,
1519,
1531,
1152,
1107,
1539,
1540,
1511,
1414,
1442,
1085,
1163,
1572,
1435,
1488,
1411,
1435,
1074,
1040,
1611,
1448,
1491,
1429,
1353,
966,
879,
1437,
1987,
1114,
1346,
1296,
978,
961,
1171,
1027,
899,
845,
772,
910,
913,
1321,
1521,
1590,
1621,
1490,
1113,
1013,
1332,
1646,
1449,
1532,
1603,
1157,
1075,
1579,
1614,
1611,
1600,
1634,
1095,
1204,
1519,
1489,
1554,
1595,
1594,
1245,
1196,
1505,
1477,
1532,
1482,
1426,
1113,
1075,
1311,
1476,
1366,
1240,
1488,
1295,
1202,
1634,
1552,
1622,
1527,
1384,
1242,
1108,
1651,
1622,
1585,
1426,
1398,
1046,
1169,
1630,
1365,
1457,
1509,
1373,
1159,
1150,
1477,
1628,
1543,
1358,
1251,
883,
984,
1442,
1416,
1342,
1316,
1299,
1024,
912,
1025,
1417,
1408,
1327,
1205,
991,
917,
1352,
1296,
1254,
1381,
1252,
1001,
970,
1624,
1312,
1343,
1488,
1335,
1050,
1036,
1309,
1294,
1301,
1501,
1502,
1185,
1167,
1564,
1502,
1475,
1520,
1434,
1011,
1030,
1455,
1332,
1527,
1417,
1108,
1062,
1418,
1124,
1050,
1066,
1112,
1571,
1021,
967,
1440,
1473,
1432,
1397,
1337,
1069,
966,
1397,
1452,
1348,
1385,
1342,
1000,
1117,
1472,
1510,
1346,
1287,
1427,
995,
895,
1300,
1391,
1308,
1382,
1400,
1044,
990,
1276,
1448,
1323,
1386,
1216,
1126,
1115,
1629,
1515,
1565,
1683,
1301,
868,
885,
1347,
1503,
1465,
1381,
1360,
968,
879,
1427,
1571,
1280,
1322,
1096,
920,
1047,
1347,
1429,
1422,
1373,
1306,
968,
854,
1389,
1412,
1515,
1356,
1305,
1371,
988,
1148,
1288,
1263,
1277,
1255,
1016,
977,
1346,
1711,
1500,
1332,
1286,
979,
1000,
1247,
1242,
1297,
1306,
1269,
951,
905,
1330,
1380,
1281,
1065,
1135,
802,
1015,
1144,
1325,
1291,
1352,
1159,
1050,
1021,
1528,
1500,
1413,
1571,
1430,
1017,
1045,
1313,
1454,
1319,
1339,
1322,
996,
991,
1540,
1311,
1218,
1233,
1147,
793,
868,
1255,
1216,
1152,
1167,
1168,
758,
800,
953,
1223,
1150,
1061,
1184,
835,
738,
1116,
1244,
1070,
1143,
1191,
839,
766,
1162,
1144,
1303,
1211,
1080,
871,
920,
954,
1162,
1150,
1199,
1174,
992,
839,
1214,
1256,
1274,
1227,
1214,
870,
909,
1252,
1222,
1152,
1289,
1217,
854,
976,
1260,
1144,
1301,
930,
1215,
827,
850,
1247,
1253,
1280,
1457,
1238,
804,
957,
1357,
1284,
1215,
1256,
1195,
902,
937,
1301,
1170,
1016
] |
[
1207,
1066,
907,
986,
1315,
1340,
1390,
1284,
1199,
906,
907,
1223,
1328,
1318,
1318,
1175,
923,
867,
1295,
1264,
1287,
1283,
1040,
905,
906,
1200,
1252,
1180,
1267,
956,
902,
785,
1168,
1261,
1014,
953,
871,
731,
752,
788,
846,
1203,
1349,
1309,
1087,
989,
1133,
1167,
1270,
1396,
1267,
909,
889,
1335,
1182,
1295,
1362,
1258,
911,
982,
1266,
1361,
1640,
1635,
1428,
833,
941,
1392,
1285,
1262,
1263,
1363,
968,
965,
1185,
1348,
1411,
1500,
1261,
932,
1015,
1386,
1486,
1450,
1538,
1503,
1127,
1085,
1506,
1383,
1486,
1650,
1627,
1177,
1003,
1280
] |
[
"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: -38.42%",
"予測される変化率: [カラム_0] 予測される変化率: 6.05%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.19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: 40個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -38.42%",
"Forecasted change rate: [column_0] Forecasted change rate: 6.05%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.19 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 40",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] ラグ 6 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 6.",
"Stationarity: [column_0] The data is 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 |
[
427,
400,
349,
204,
269,
446,
434,
417,
412,
311,
168,
245,
433,
490,
439,
400,
294,
163,
202,
299,
322,
317,
298,
253,
153,
219,
345,
347,
322,
321,
241,
134,
214,
283,
394,
384,
307,
243,
231,
269,
342,
413,
376,
446,
314,
213,
264,
464,
558,
644,
611,
436,
303,
450,
785,
1205,
1380,
1405,
858,
506,
814,
1113,
1487,
1406,
1189,
723,
451,
815,
1255,
1725,
1636,
1691,
1060,
601,
883,
2313,
2421,
1692,
3411,
3041,
1324,
2202,
5245,
8282,
7903,
5187,
2000,
1713,
2984,
5574,
7274,
6727,
5609,
3399,
1646,
2764,
4959,
5759,
5541,
4238,
2459,
1352,
2088,
2980,
3250,
3190,
2767,
1928,
1129,
1679,
2162,
2483,
2331,
1976,
1301,
730,
1122,
2468,
1772,
1582,
1175,
720,
459,
527,
865,
1258,
1338,
1250,
823,
514,
737,
1071,
1420,
1182,
1072,
818,
456,
635,
928,
955,
1003,
942,
569,
391,
608,
831,
925,
823,
713,
399,
355,
485,
669,
756,
635,
626,
436,
244,
394,
569,
530,
534,
456,
305,
163,
214,
369,
334,
352,
217,
106,
75,
73,
91,
92,
55,
34,
32,
34,
51,
59,
78,
76,
45,
27,
77,
93,
105,
147,
226,
208,
303,
161,
236,
425,
682,
630,
532,
410,
253,
350,
604,
702,
624,
676,
510,
416,
537,
581,
772,
831,
748,
479,
272,
433,
590,
800,
914,
805,
541,
318,
409,
644,
783,
929,
807,
566,
390,
478,
663,
790,
934,
891,
649,
385,
541,
689,
837,
739,
648,
434,
373,
469,
602,
708,
804,
713,
551,
398,
549,
788,
730,
808,
764,
540,
382,
582,
790,
842,
834,
753,
480,
305,
317,
346,
398,
303,
232,
218,
255,
391,
582,
1212,
774,
781,
506,
314,
507,
761,
799,
874,
785,
556,
391,
476,
720,
716,
876,
790,
534,
369,
499,
698,
765,
760,
810,
515,
354,
552,
772,
687,
765,
647,
472,
328,
414,
665,
754,
781,
620,
457,
315,
464,
695,
839,
759,
810,
485,
374,
532,
633,
761,
722,
813,
492,
347,
579,
742,
813,
762,
628,
542,
351,
509,
875,
853,
979,
760,
631,
374,
577,
905,
865,
951,
795,
649,
354,
547,
872,
890,
770,
584,
420,
282,
309,
533,
625,
738,
488,
394,
313,
485,
718,
520,
533,
444,
581,
241,
274,
406,
455,
521,
469,
365,
252,
274,
409,
486,
437,
522,
360,
268,
268,
437,
407,
379,
391,
284,
225,
254,
414,
447,
372,
431,
268,
208,
247,
348,
417,
475,
433,
311,
221,
336,
432,
509,
542,
441,
365,
277,
254,
495,
600,
614,
669,
421,
303,
418,
813,
1192,
1376,
1334,
864,
562,
874,
1420,
1755,
1618,
1475,
981,
491,
870,
1484,
1867,
1719,
1884,
1284,
729,
1298,
3065,
4583,
4165,
2127,
936,
1184,
1997,
5305,
8434,
8044,
7336,
4106,
1577,
3144,
5816,
7544,
6705,
4140,
1634,
1541,
2501,
4818,
6243,
5361,
4268,
2436,
1154,
2133,
3050,
3407,
3246,
2741,
1708,
979,
1480,
2334,
2512,
2405,
2127,
1275,
780,
1252,
1564,
1652,
1590,
1162,
605,
439,
735,
946,
843,
820,
989,
746,
553,
710,
1018,
1222,
1221,
978,
649,
478,
619,
914,
978,
974,
876,
650,
380,
493,
644,
891,
831
] |
[
843,
507,
366,
572,
742,
825,
800,
600,
438,
259,
420,
618,
671,
547,
459,
376,
218,
298,
341,
330,
331,
283,
192,
92,
100,
156,
113,
94,
70,
45,
29,
23,
56,
54,
60,
59,
70,
45,
42,
117,
171,
158,
135,
119,
122,
125,
278,
377,
348,
355,
296,
175,
247,
332,
640,
502,
538,
402,
259,
339,
594,
663,
633,
563,
324,
307,
483,
541,
588,
692,
615,
479,
271,
311,
452,
638,
743,
744,
522,
328,
512,
619,
598,
732,
684,
559,
375,
455,
608,
709,
733,
620,
376,
310,
426,
604
] |
[
"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: 94.61%",
"予測される変化率: [カラム_0] 予測される変化率: -28.35%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.32倍)",
"トレンド: [カラム_0] トレンドの強化: 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: 40個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 94.61%",
"Forecasted change rate: [column_0] Forecasted change rate: -28.35%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.32 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 40",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 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 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 70."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
2,
3,
0,
4,
2,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
10,
0,
7,
0,
1,
0,
2,
0,
1,
0,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
8,
2,
0,
8,
0,
0,
0,
0,
0,
0,
0,
1,
0,
2,
2,
8,
0,
1,
0,
0,
13,
3,
13,
0,
1,
0,
0,
0,
3,
0,
6,
11,
13,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
6,
14,
11,
0,
1,
5,
2,
0,
0,
0,
1,
0,
0,
0,
0,
26,
0,
2,
1,
0,
0,
1,
3,
3,
3,
0,
0,
0,
1,
3,
0,
0,
0,
0,
0,
1,
0,
0,
0,
5,
1,
1,
0,
1,
0,
0,
3,
0,
0,
0,
1,
0,
0,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
2,
1,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
2,
0,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
2,
0,
0,
2,
0,
0,
0,
0,
1,
0,
1,
1,
1,
3,
2,
0,
1,
1,
0,
0,
0,
1,
5,
1,
0,
2,
1,
1,
8,
18,
3,
0,
44,
13,
6,
14,
1,
94,
0,
4,
99,
1,
1,
12,
4,
1,
365,
435,
48,
26,
13,
0,
2,
0,
0,
0,
0,
2,
0,
6,
0,
0,
0,
1,
0,
218,
1,
5,
62,
18,
8,
10,
0,
4,
1,
0,
9,
6,
2,
2,
1,
0,
0,
0,
1,
2,
0,
4,
0,
0,
1,
75,
0,
0,
1,
4,
2,
7,
65,
8,
1,
60,
207,
0,
2,
0,
22,
30,
0,
2,
1,
0,
116,
1,
4,
2,
0,
0,
71,
25,
0,
64,
0,
4,
104,
0,
0,
0,
201,
3,
0,
0,
200,
7,
1,
0,
0,
0,
0,
37,
36,
1,
8,
9,
0,
0,
4,
7,
0,
1,
32,
5,
0,
1,
4,
0,
0,
0,
1,
0,
2,
5,
1,
0,
1,
13,
0,
1,
0,
3,
1,
9,
1,
0,
3,
0,
0,
0,
1,
2,
1,
0,
0,
1,
0,
1,
1,
0,
3,
2,
0,
0,
0,
0,
1,
0,
6,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
2,
0,
3,
0,
1,
0,
0,
1,
0,
0,
1,
0,
33,
0,
0,
3,
1,
0,
2,
0,
0,
0,
2,
0,
0,
1,
2,
0,
0,
1,
0,
1,
0,
0,
0,
16,
46,
0,
0,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
3,
0,
3,
1,
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
1,
2,
3,
1,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
0,
0,
0,
8,
1,
1,
0,
0,
4,
0,
2,
0,
3,
14,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
3,
0,
4,
2,
2,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
1,
1,
3,
0,
1,
1,
0,
0,
1,
4,
1,
3,
0,
0,
0,
0,
0,
1,
0,
10,
2,
0,
0,
1,
2,
0,
1,
0,
0,
3,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -100.00%",
"予測される変化率: [カラム_0] 予測される変化率: -87.50%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の5.15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: 29個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の5番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -87.50%",
"Volatility: [column_0] Volatility: high (standard deviation is 5.15 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 29",
"First turning point: [column_0] First turning point: at data point 5 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
54,
50,
92,
89,
97,
106,
61,
70,
51,
65,
51,
69,
57,
77,
55,
53,
87,
103,
103,
96,
100,
68,
69,
81,
100,
80,
90,
77,
83,
70,
78,
78,
59,
67,
67,
69,
79,
72,
85,
112,
85,
69,
100,
72,
60,
109,
104,
81,
100,
88,
57,
73,
80,
100,
104,
101,
74,
54,
94,
108,
116,
117,
84,
105,
88,
68,
78,
89,
98,
101,
87,
65,
71,
100,
96,
55,
60,
63,
61,
74,
72,
97,
93,
98,
79,
58,
68,
80,
112,
77,
97,
61,
97,
54,
66,
94,
91,
64,
74,
112,
107,
87,
91,
81,
95,
78,
87,
74,
79,
113,
136,
85,
62,
67,
86,
79,
76,
65,
72,
47,
76,
58,
52,
75,
75,
61,
59,
60,
54,
67,
66,
56,
66,
43,
79,
39,
63,
65,
39,
65,
65,
53,
42,
49,
57,
55,
70,
50,
39,
60,
70,
71,
48,
53,
74,
50,
57,
77,
82,
90,
61,
69,
59,
52,
52,
55,
82,
93,
65,
40,
69,
59,
60,
55,
67,
64,
55,
46,
85,
45,
50,
73,
45,
38,
58,
43,
57,
68,
52,
81,
66,
47,
64,
60,
75,
100,
57,
56,
75,
90,
74,
67,
84,
55,
56,
82,
99,
181,
133,
161,
133,
119,
171,
217,
165,
151,
139,
153,
131,
152,
192,
97,
97,
96,
91,
104,
156,
242,
226,
156,
275,
317,
284,
448,
732,
520,
331,
295,
399,
634,
781,
1345,
825,
737,
469,
458,
496,
1015,
1621,
831,
593,
436,
435,
668,
2168,
4603,
2793,
1768,
1020,
726,
1102,
789,
975,
572,
531,
359,
381,
362,
358,
403,
309,
265,
221,
223,
240,
366,
656,
525,
387,
292,
281,
219,
332,
405,
308,
233,
215,
252,
161,
185,
166,
171,
154,
135,
103,
102,
112,
103,
123,
112,
109,
115,
114,
113,
124,
119,
90,
73,
110,
69,
86,
91,
108,
74,
77,
68,
63,
79,
73,
79,
68,
71,
107,
54,
58,
81,
78,
81,
76,
54,
73,
45,
63,
96,
64,
58,
65,
55,
76,
76,
204,
89,
84,
86,
102,
76,
116,
111,
94,
75,
99,
89,
82,
91,
90,
81,
72,
85,
79,
74,
95,
75,
59,
54,
42,
64,
63,
75,
69,
78,
51,
75,
50,
51,
48,
57,
72,
60,
57,
74,
48,
62,
75,
55,
48,
59,
78,
45,
53,
64,
61,
49,
39,
45,
31,
60,
68,
65,
54,
42,
41,
54,
97,
61,
60,
65,
87,
57,
43,
39,
43,
64,
49,
53,
45,
47,
59,
47,
67,
51,
53,
44,
57,
41,
72,
33,
53,
34,
57,
54,
48,
73,
75,
54,
46,
67,
95,
108,
62,
50,
87,
55,
61,
76,
62,
58,
55,
57,
60,
60,
130,
217,
142,
101,
99,
105,
68,
81,
93,
62,
59,
59,
62,
44,
67,
99,
219,
664,
314,
278,
215,
151,
193,
662,
1614,
1161,
760,
605,
717,
791,
695,
590,
552,
430,
354,
275,
273,
299,
214,
216,
151,
179,
168,
159,
203,
237,
162,
135,
123,
121,
112,
160,
165,
153,
124,
140,
132,
134,
153,
147,
148,
134
] |
[
95,
128,
151,
193,
361,
219,
206,
159,
161,
128,
149,
99,
105,
94,
104,
82,
139,
109,
97,
85,
83,
96,
85,
89,
109,
69,
76,
68,
109,
79,
130,
88,
79,
89,
71,
92,
101,
61,
99,
117,
68,
84,
87,
103,
76,
71,
92,
57,
88,
65,
80,
74,
75,
68,
40,
50,
59,
85,
55,
53,
54,
67,
65,
48,
56,
39,
31,
67,
44,
55,
48,
60,
81,
47,
95,
58,
52,
78,
50,
67,
84,
73,
58,
64,
51,
54,
94,
70,
69,
81,
59,
82,
63,
97,
112,
88
] |
[
"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: 148.15%",
"予測される変化率: [カラム_0] 予測される変化率: -7.37%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.90倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 148.15%",
"Forecasted change rate: [column_0] Forecasted change rate: -7.37%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.90 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 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 68.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
6,
3,
7,
10,
3,
6,
5,
6,
4,
3,
3,
1,
3,
7,
4,
2,
3,
5,
0,
1,
5,
4,
3,
3,
3,
1,
1,
3,
7,
1,
2,
2,
2,
5,
0,
4,
5,
3,
2,
3,
0,
5,
7,
1,
2,
3,
2,
4,
4,
6,
2,
3,
5,
3,
4,
5,
3,
2,
1,
2,
3,
2,
2,
2,
6,
3,
1,
4,
3,
1,
2,
1,
2,
1,
6,
0,
3,
5,
4,
5,
9,
21,
10,
4,
8,
1,
7,
7,
9,
6,
3,
6,
2,
7,
4,
5,
6,
2,
9,
2,
4,
9,
7,
9,
1,
13,
4,
8,
10,
2,
9,
2,
15,
3,
7,
5,
4,
6,
13,
4,
11,
3,
4,
4,
3,
4,
1,
7,
4,
3,
8,
6,
3,
5,
2,
4,
1,
4,
5,
3,
4,
1,
5,
6,
3,
3,
3,
3,
2,
3,
5,
1,
6,
6,
5,
0,
7,
3,
2,
12,
5,
3,
6,
2,
6,
3,
1,
3,
5,
3,
4,
7,
4,
5,
3,
24,
3,
7,
9,
5,
6,
7,
11,
1,
6,
6,
3,
3,
9,
7,
10,
4,
6,
4,
4,
4,
4,
1,
7,
7,
2,
1,
5,
10,
1,
6,
6,
3,
5,
4,
3,
5,
3,
9,
2,
6,
6,
3,
4,
3,
6,
5,
5,
4,
3,
5,
2,
8,
1,
1,
7,
4,
6,
3,
4,
5,
2,
6,
2,
6,
3,
3,
3,
6,
4,
6,
4,
5,
8,
3,
3,
5,
3,
4,
3,
6,
4,
2,
7,
6,
5,
1,
10,
6,
5,
5,
4,
5,
9,
6,
9,
6,
1,
6,
3,
11,
7,
3,
5,
4,
5,
2,
6,
4,
6,
5,
3,
3,
2,
4,
4,
6,
3,
3,
6,
5,
3,
7,
3,
7,
2,
3,
2,
31,
4,
2,
6,
8,
3,
11,
6,
14,
5,
4,
11,
5,
3,
1,
6,
3,
4,
3,
4,
4,
1,
5,
6,
3,
4,
5,
1,
3,
8,
3,
4,
5,
6,
7,
1,
14,
2,
4,
3,
3,
4,
5,
5,
3,
4,
3,
2,
1,
4,
21,
2,
11,
6,
2,
7,
9,
7,
4,
1,
5,
2,
5,
3,
17,
10,
6,
7,
9,
1,
6,
6,
7,
8,
7,
8,
12,
18,
16,
15,
10,
5,
4,
7,
1,
10,
5,
5,
5,
3,
1,
7,
6,
4,
5,
9,
5,
2,
3,
7,
2,
6,
1,
4,
3,
3,
6,
2,
4,
11,
5,
3,
2,
10,
7,
0,
3,
4,
6,
3,
7,
3,
2,
3,
3,
4,
2,
5,
4,
1,
3,
4,
1,
3,
8,
5,
3,
4,
7,
3,
5,
12,
11,
7,
8,
4,
10,
7,
9,
8,
6,
2,
5,
5,
6,
9,
6,
7,
6,
3,
11,
4,
3,
3,
2,
0,
7,
3,
3,
7,
3,
6,
3,
36,
5,
3,
8,
3,
4,
4,
5,
2,
14,
3,
5,
4,
8,
5,
2,
2,
7,
3,
2,
7,
0,
5,
0,
10,
4,
7,
3,
1,
1,
3,
3,
4,
2,
1,
3
] |
[
4,
3,
9,
3,
6,
5,
2,
3,
7,
9,
4,
4,
6,
2,
4,
3,
5,
2,
3,
2,
1,
8,
11,
7,
9,
5,
7,
8,
4,
1,
7,
43,
13,
20,
21,
6,
4,
3,
6,
6,
4,
7,
2,
5,
8,
6,
1,
6,
4,
0,
2,
3,
3,
3,
5,
0,
3,
5,
10,
4,
1,
2,
15,
8,
4,
6,
2,
7,
2,
7,
1,
2,
6,
0,
2,
10,
7,
2,
1,
2,
3,
3,
2,
4,
4,
2,
7,
5,
3,
9,
2,
2,
1,
9,
5,
10
] |
[
"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: 150.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.80倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -50.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 150.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.80 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 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 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 |
[
51,
60,
55,
33,
36,
49,
60,
46,
42,
31,
58,
39,
58,
44,
47,
88,
109,
60,
49,
52,
71,
105,
74,
57,
42,
61,
47,
50,
78,
47,
62,
35,
29,
33,
70,
41,
79,
52,
43,
40,
33,
52,
52,
59,
87,
51,
50,
28,
93,
72,
42,
36,
38,
37,
31,
37,
50,
47,
24,
40,
47,
27,
103,
46,
90,
45,
41,
49,
57,
51,
64,
54,
76,
108,
83,
54,
126,
106,
58,
82,
103,
69,
49,
66,
76,
87,
87,
83,
78,
77,
134,
135,
133,
90,
105,
93,
96,
109,
129,
768,
194,
149,
203,
217,
199,
221,
251,
110,
133,
65,
107,
178,
172,
229,
175,
142,
150,
142,
253,
277,
142,
115,
140,
84,
115,
159,
157,
125,
142,
160,
181,
201,
147,
174,
179,
160,
127,
152,
125,
153,
532,
313,
194,
211,
154,
112,
228,
185,
153,
159,
151,
115,
84,
124,
139,
118,
135,
131,
130,
99,
182,
158,
142,
137,
102,
95,
100,
140,
167,
115,
103,
164,
104,
106,
131,
159,
116,
108,
136,
111,
119,
345,
387,
177,
86,
156,
159,
118,
187,
152,
90,
64,
92,
64,
58,
106,
93,
64,
77,
86,
81,
62,
62,
92,
91,
89,
77,
88,
63,
74,
114,
85,
77,
87,
110,
78,
102,
105,
83,
94,
77,
86,
73,
89,
88,
66,
64,
61,
74,
66,
77,
121,
96,
84,
87,
105,
72,
54,
157,
158,
106,
116,
67,
58,
102,
97,
139,
100,
102,
82,
68,
62,
96,
100,
82,
76,
67,
70,
89,
106,
113,
78,
74,
82,
84,
102,
137,
125,
128,
142,
110,
93,
87,
85,
91,
91,
115,
111,
103,
101,
125,
214,
132,
134,
142,
86,
103,
137,
138,
129,
152,
128,
115,
165,
140,
375,
150,
131,
131,
119,
145,
145,
171,
113,
123,
100,
108,
118,
132,
155,
121,
138,
123,
121,
100,
145,
169,
128,
155,
218,
162,
118,
158,
166,
196,
189,
191,
174,
171,
318,
393,
209,
140,
280,
165,
213,
906,
491,
282,
192,
220,
211,
167,
173,
160,
185,
170,
175,
155,
141,
129,
113,
110,
127,
127,
109,
132,
106,
107,
96,
133,
117,
91,
95,
120,
107,
119,
123,
116,
101,
107,
123,
109,
93,
118,
140,
113,
107,
133,
103,
86,
144,
122,
116,
149,
153,
152,
114,
123,
135,
106,
143,
112,
95,
112,
97,
116,
121,
105,
130,
131,
127,
145,
148,
89,
104,
119,
149,
76,
128,
104,
104,
106,
98,
95,
87,
107,
113,
94,
92,
126,
99,
91,
124,
108,
83,
94,
94,
67,
70,
65,
118,
87,
90,
108,
96,
101,
89,
127,
114,
97,
103,
107,
85,
93,
80,
88,
138,
120,
88,
122,
162,
133,
115,
121,
113,
87,
94,
106,
100,
100,
81,
94,
87,
116,
97,
130,
103,
110,
108,
82,
116,
97,
153,
154,
162,
170,
171,
124,
163,
158,
207,
183,
142,
225,
133,
133,
130,
106,
110,
198,
172,
138,
122,
145,
169,
134,
132,
116,
92,
121,
111,
96,
110,
125,
105,
137,
160,
132,
134,
101,
113
] |
[
118,
120,
134,
137,
124,
112,
436,
5265,
2996,
1442,
4172,
3886,
2780,
2171,
1439,
2236,
807,
1376,
1167,
853,
1050,
1159,
901,
1066,
1151,
1416,
825,
852,
1236,
1652,
1654,
1034,
4660,
2954,
2862,
1920,
3327,
1107,
2018,
4259,
5203,
26703,
9974,
9492,
2778,
1934,
6286,
6264,
4183,
3877,
3205,
1345,
1161,
2210,
2626,
2827,
1333,
2618,
864,
901,
958,
2600,
943,
3409,
1083,
815,
743,
925,
3317,
1301,
4282,
5763,
1138,
982,
1028,
4344,
4141,
6036,
5455,
1554,
1787,
1940,
6776,
9875,
7983,
9874,
1799,
1554,
1252,
3165,
4563,
8670,
2567,
1683,
1374,
1570
] |
[
"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: 121.57%",
"予測される変化率: [カラム_0] 予測される変化率: 1230.51%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.00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: 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: 121.57%",
"Forecasted change rate: [column_0] Forecasted change rate: 1230.51%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.00 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 46",
"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 86 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 82 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 86.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
186,
158,
201,
314,
243,
233,
903,
303,
2312,
386,
301,
531,
403,
242,
210,
248,
226,
279,
313,
447,
276,
205,
210,
187,
177,
252,
183,
181,
966,
418,
248,
265,
368,
227,
498,
230,
221,
240,
175,
199,
190,
175,
176,
158,
149,
214,
187,
165,
125,
168,
89,
483,
347,
229,
202,
203,
230,
250,
320,
354,
305,
373,
290,
257,
220,
151,
182,
194,
368,
251,
252,
149,
165,
197,
1700,
889,
366,
222,
202,
180,
220,
219,
253,
345,
424,
268,
263,
265,
358,
200,
154,
149,
151,
173,
197,
189,
178,
164,
216,
262,
227,
350,
250,
283,
136,
175,
151,
140,
166,
284,
267,
151,
816,
1328,
805,
430,
2962,
1007,
435,
371,
258,
264,
259,
324,
210,
191,
233,
199,
191,
211,
326,
189,
188,
327,
476,
330,
240,
349,
325,
221,
208,
203,
320,
489,
508,
354,
268,
184,
196,
173,
143,
199,
108,
128,
445,
227,
190,
155,
193,
177,
152,
111,
148,
130,
182,
166,
163,
125,
146,
124,
287,
159,
180,
142,
138,
160,
117,
119,
184,
216,
127,
235,
143,
123,
171,
180,
187,
167,
128,
168,
140,
159,
232,
223,
252,
175,
187,
170,
124,
298,
750,
295,
240,
176,
218,
196,
277,
670,
501,
272,
185,
197,
128,
336,
535,
215,
357,
783,
5017,
4628,
8370,
3550,
1923,
5602,
3701,
29159,
4269,
2734,
3214,
2760,
2111,
5365,
7210,
2833,
2150,
2514,
1500,
1139,
1284,
2230,
3076,
1127,
750,
437,
444,
715,
4136,
1774,
2482,
998,
539,
495,
711,
880,
1384,
630,
686,
538,
1215,
849,
2571,
707,
927,
868,
1006,
526,
476,
452,
323,
407,
417,
313,
273,
246,
449,
347,
359,
450,
1040,
484,
614,
406,
617,
576,
473,
290,
409,
218,
774,
285,
243,
225,
212,
240,
215,
1968,
430,
486,
355,
339,
209,
284,
215,
199,
311,
253,
182,
222,
238,
257,
188,
476,
435,
264,
306,
242,
271,
201,
237,
312,
371,
522,
429,
2038,
517,
429,
452,
277,
273,
367,
384,
222,
229,
248,
194,
336,
289,
418,
216,
228,
219,
217,
162,
215,
230,
197,
580,
346,
288,
219,
161,
524,
196,
224,
260,
215,
166,
653,
344,
206,
194,
229,
174,
305,
788,
352,
241,
250,
308,
183,
212,
233,
555,
498,
3075,
1186,
576,
432,
1202,
21657,
2575,
845,
1199,
774,
433,
853,
441,
328,
693,
667,
433,
411,
256,
485,
535,
602,
931,
596,
1863,
396,
274,
274,
263,
1059,
1962,
578,
430,
309,
306,
288,
293,
257,
223,
351,
260,
207,
207,
287,
191,
540,
920,
409,
358,
322,
260,
508,
255,
200,
193,
162,
208,
198,
167,
224,
187,
147,
345,
532,
549,
246,
212,
826,
347,
291,
245,
317,
7402,
1058,
2439,
924,
403,
539,
496,
562,
322,
312,
477,
1286,
736,
314,
227,
194,
415,
360,
386,
262,
244,
195,
230,
198,
158,
182,
186,
180,
196,
173,
192,
231,
136,
174,
175,
192,
141,
976,
520,
280,
306,
292,
209,
183,
178,
245,
186,
273,
756,
351,
264,
241,
288,
232,
230,
351,
331,
459,
279,
254,
364,
315,
351,
336,
247,
324
] |
[
312,
228,
310,
407,
271,
250,
186,
192,
242,
447,
244,
152,
209,
170,
184,
189,
189,
148,
156,
147,
202,
204,
129,
219,
192,
191,
170,
1453,
2447,
342,
285,
262,
279,
583,
233,
273,
241,
343,
230,
250,
234,
220,
188,
232,
243,
290,
325,
206,
251,
248,
795,
456,
374,
366,
457,
345,
462,
468,
417,
582,
633,
382,
454,
565,
695,
1496,
1295,
455,
264,
273,
244,
285,
407,
427,
406,
363,
209,
260,
199,
195,
313,
193,
193,
204,
174,
181,
245,
220,
186,
260,
193,
157,
158,
150,
179,
486
] |
[
"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: 74.19%",
"予測される変化率: [カラム_0] 予測される変化率: 55.77%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.79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: 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: 74.19%",
"Forecasted change rate: [column_0] Forecasted change rate: 55.77%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.79 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"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 88 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 88.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
10,
7,
9,
4,
1,
1,
5,
11,
12,
7,
8,
8,
5,
13,
7,
2,
7,
9,
4,
1,
10,
2,
6,
5,
2,
2,
4,
11,
1,
4,
5,
8,
5,
5,
11,
9,
6,
10,
3,
4,
5,
4,
6,
3,
5,
3,
2,
5,
4,
3,
6,
6,
4,
4,
7,
7,
5,
11,
2,
3,
4,
6,
8,
7,
5,
6,
5,
7,
5,
4,
1,
4,
24,
5,
1,
2,
4,
8,
10,
2,
1,
3,
5,
7,
5,
3,
3,
4,
2,
4,
3,
1,
2,
9,
6,
4,
2,
3,
3,
2,
2,
2,
3,
6,
9,
1,
11,
1,
2,
1,
8,
5,
8,
5,
6,
5,
10,
8,
8,
6,
5,
7,
8,
1,
4,
2,
10,
4,
5,
3,
8,
8,
6,
6,
3,
7,
1,
6,
3,
2,
3,
1,
7,
8,
3,
6,
2,
10,
9,
3,
3,
1,
12,
5,
4,
2,
5,
4,
4,
6,
5,
5,
4,
3,
1,
2,
3,
3,
3,
8,
5,
1,
1,
3,
3,
5,
5,
3,
2,
3,
1,
6,
8,
8,
4,
4,
1,
4,
0,
4,
4,
4,
4,
5,
0,
2,
4,
8,
5,
2,
2,
0,
3,
4,
3,
2,
0,
9,
3,
1,
1,
4,
3,
2,
8,
4,
0,
1,
8,
3,
0,
6,
6,
2,
4,
4,
3,
5,
3,
2,
9,
1,
4,
7,
2,
3,
0,
10,
3,
3,
5,
1,
3,
4,
3,
3,
5,
2,
8,
0,
3,
6,
6,
15,
7,
5,
11,
3,
8,
4,
7,
11,
2,
6,
4,
2,
4,
3,
3,
6,
3,
2,
4,
1,
1,
4,
4,
2,
5,
4,
2,
2,
3,
4,
1,
10,
4,
3,
6,
3,
3,
8,
4,
1,
3,
5,
0,
3,
1,
4,
3,
2,
6,
5,
0,
2,
7,
7,
1,
0,
5,
4,
3,
3,
7,
6,
1,
1,
3,
1,
7,
5,
4,
4,
3,
3,
5,
1,
4,
2,
6,
3,
5,
3,
5,
4,
2,
6,
2,
7,
2,
4,
0,
6,
4,
6,
2,
3,
3,
3,
0,
10,
1,
2,
6,
4,
5,
5,
2,
2,
2,
7,
6,
7,
2,
6,
1,
4,
5,
3,
7,
6,
3,
5,
8,
1,
4,
5,
4,
3,
3,
1,
2,
27,
1,
5,
3,
3,
4,
4,
2,
3,
1,
3,
3,
5,
0,
4,
4,
7,
3,
2,
5,
4,
1,
5,
4,
3,
2,
3,
11,
1,
2,
10,
2,
8,
0,
1,
5,
5,
8,
5,
3,
5,
7,
3,
6,
5,
7,
10,
5,
6,
6,
2,
6,
6,
8,
6,
4,
8,
7,
4,
3,
6,
6,
5,
5,
6,
15,
6,
3,
3,
5,
8,
2,
7,
5,
5,
6,
7,
3,
9,
9,
2,
6,
8,
9,
11,
11,
4,
6,
7,
3,
3,
3,
6,
5,
2,
3,
3,
6,
11,
5,
12,
7,
5,
4,
10,
5,
6,
5,
7,
5,
8,
6,
3,
4,
5,
8,
4,
2,
2,
3,
4,
1,
2,
5,
0,
0,
3,
4,
3
] |
[
3,
3,
2,
4,
6,
5,
2,
3,
2,
2,
1,
7,
3,
1,
0,
1,
7,
4,
5,
4,
7,
6,
9,
6,
10,
1,
2,
7,
4,
7,
3,
7,
7,
11,
5,
2,
2,
0,
2,
5,
0,
9,
8,
3,
3,
5,
3,
4,
6,
4,
5,
15,
2,
2,
4,
2,
9,
36,
17,
8,
7,
2,
2,
3,
6,
12,
6,
20,
8,
4,
7,
5,
9,
5,
8,
4,
4,
7,
4,
7,
7,
7,
4,
5,
1,
5,
4,
7,
2434,
2025,
1213,
1370,
1402,
1503,
2039,
1411
] |
[
"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: -70.00%",
"予測される変化率: [カラム_0] 予測される変化率: 46933.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.35倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -70.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 46933.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.35 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 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 24 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 24.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
131,
135,
119,
134,
114,
191,
158,
126,
145,
126,
198,
115,
134,
121,
129,
114,
123,
103,
100,
89,
96,
104,
133,
143,
141,
133,
204,
221,
158,
148,
248,
185,
177,
167,
200,
381,
213,
157,
158,
153,
155,
126,
164,
136,
112,
99,
104,
129,
128,
112,
117,
121,
132,
149,
146,
127,
117,
121,
123,
141,
151,
128,
131,
128,
109,
97,
115,
122,
101,
141,
115,
105,
114,
87,
101,
96,
93,
99,
134,
188,
108,
111,
127,
107,
125,
221,
127,
139,
103,
111,
118,
127,
121,
120,
103,
114,
113,
150,
94,
102,
99,
105,
112,
135,
119,
109,
110,
143,
108,
117,
163,
138,
112,
111,
97,
82,
112,
139,
133,
132,
128,
103,
81,
123,
136,
138,
130,
103,
128,
97,
119,
142,
171,
119,
147,
148,
112,
113,
204,
141,
134,
135,
111,
112,
128,
120,
133,
112,
106,
143,
124,
139,
182,
103,
156,
131,
163,
97,
108,
143,
234,
158,
146,
120,
121,
155,
148,
155,
143,
124,
116,
140,
145,
151,
134,
138,
119,
96,
166,
166,
210,
206,
184,
215,
351,
292,
326,
434,
354,
382,
386,
276,
301,
368,
381,
307,
328,
280,
305,
262,
416,
390,
394,
302,
353,
315,
311,
439,
375,
355,
317,
375,
310,
338,
404,
358,
356,
302,
379,
418,
368,
402,
605,
390,
384,
344,
332,
369,
339,
343,
383,
350,
368,
327,
347,
460,
422,
420,
391,
397,
374,
317,
339,
448,
341,
389,
410,
355,
347,
447,
483,
489,
428,
370,
355,
400,
389,
391,
442,
372,
329,
405,
315,
356,
437,
389,
331,
320,
284,
361,
380,
437,
452,
515,
439,
375,
388,
437,
487,
464,
817,
477,
499,
469,
619,
529,
573,
568,
587,
454,
403,
544,
665,
563,
528,
812,
633,
518,
709,
612,
746,
1484,
1114,
775,
775,
717,
809,
969,
1095,
790,
681,
730,
788,
878,
951,
930,
875,
827,
741,
941,
1066,
1107,
966,
914,
877,
908,
1121,
1151,
1078,
1058,
1039,
1033,
995,
915,
974,
1266,
1111,
1060,
1291,
1283,
1550,
1451,
1350,
1372,
1290,
1423,
1222,
1261,
1399,
1370,
1520,
1386,
1361,
1280,
1282,
1672,
1842,
2440,
1758,
1435,
1718,
2663,
3204,
2784,
2578,
2650,
2218,
2366,
2718,
2741,
2772,
2797,
2484,
2273,
2428,
3745,
4897,
3514,
2951,
2650,
3095,
3079,
4156,
4855,
4884,
4666,
5312,
4978,
5249,
7365,
8312,
7983,
8445,
9763,
12300,
12602,
18314,
22053,
23470,
37189,
65218,
116414,
140800,
44866,
31869,
18389,
13605,
11422,
8448,
6496,
6262,
5822,
5206,
4720,
4614,
4609,
4885,
8196,
10943,
6005,
3746,
2975,
2250,
2203,
2257,
2054,
2093,
1916,
1512,
1239,
1186,
1133,
1274,
1327,
1833,
1694,
1298,
888,
1017,
934,
1043,
940,
782,
710,
619,
783,
764,
691,
754,
552,
506,
459,
644,
663,
521,
535,
578,
492,
522,
548,
514,
465,
468,
438,
372,
338,
371,
313,
331,
381,
373,
294,
316,
378,
370,
364,
324,
425,
327,
283,
314,
321,
360,
326,
259,
293,
260,
258,
273,
265,
335,
346,
318,
349,
381,
301,
276,
248,
291,
261,
274,
338,
328,
284,
282,
291,
281,
239,
338,
277,
238,
235
] |
[
221,
219,
281,
279,
268,
264,
295,
280,
194,
216,
231,
243,
230,
251,
229,
215,
187,
210,
221,
238,
212,
208,
180,
170,
205,
178,
178,
204,
184,
189,
230,
224,
265,
225,
197,
195,
224,
204,
196,
208,
261,
191,
243,
222,
232,
212,
220,
209,
217,
215,
188,
246,
263,
255,
283,
255,
267,
227,
243,
280,
320,
352,
391,
369,
286,
333,
954,
653,
538,
528,
461,
346,
403,
667,
688,
409,
503,
447,
331,
356,
438,
332,
385,
370,
397,
317,
361,
494,
411,
390,
608,
452,
320,
454,
520,
410
] |
[
"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: 79.39%",
"予測される変化率: [カラム_0] 予測される変化率: 85.52%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の5.09倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 79.39%",
"Forecasted change rate: [column_0] Forecasted change rate: 85.52%",
"Volatility: [column_0] Volatility: high (standard deviation is 5.09 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 upward trend.",
"Noise: [column_0] The data contains high randomness at period 88.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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,
7,
1,
2,
3,
1,
2,
1,
0,
2,
2,
0,
2,
2,
4,
0,
6,
4,
2,
1,
4,
3,
1,
0,
1,
3,
4,
2,
4,
0,
1,
0,
7,
0,
2,
3,
27,
1,
3,
3,
2,
1,
5,
2,
2,
2,
2,
2,
3,
3,
1,
0,
4,
1,
0,
1,
2,
0,
3,
1,
1,
3,
1,
0,
5,
2,
10,
2,
3,
1,
5,
1,
6,
4,
2,
1,
1,
2,
0,
2,
1,
2,
0,
2,
1,
2,
5,
1,
1,
5,
1,
2,
2,
0,
2,
1,
9,
1,
5,
3,
2,
3,
1,
2,
3,
1,
0,
3,
2,
0,
2,
10,
2,
2,
0,
0,
0,
1,
1,
5,
3,
0,
1,
3,
3,
3,
3,
3,
3,
1,
0,
2,
2,
2,
3,
1,
1,
1,
1,
2,
0,
1,
1,
2,
0,
1,
0,
1,
2,
0,
0,
1,
1,
2,
0,
1,
1,
3,
0,
1,
0,
3,
1,
2,
0,
2,
2,
0,
2,
1,
2,
2,
1,
0,
1,
4,
2,
8,
4,
3,
0,
1,
2,
1,
3,
2,
1,
1,
4,
0,
0,
2,
5,
8,
1,
0,
1,
1,
2,
1,
2,
3,
1,
3,
1,
3,
0,
1,
2,
1,
2,
0,
3,
2,
2,
0,
2,
2,
2,
2,
2,
3,
0,
2,
2,
2,
3,
0,
1,
1,
6,
0,
3,
0,
1,
1,
3,
1,
0,
1,
0,
2,
2,
7,
3,
0,
1,
1,
2,
0,
1,
1,
0,
0,
1,
1,
3,
0,
5,
2,
0,
1,
0,
2,
0,
2,
2,
1,
0,
0,
3,
1,
3,
3,
2,
6,
6,
4,
3,
2,
2,
4,
4,
0,
1,
1,
2,
2,
5,
3,
0,
3,
1,
1,
2,
3,
0,
1,
3,
3,
1,
2,
4,
0,
2,
2,
2,
3,
3,
1,
4,
2,
3,
7,
2,
1,
3,
4,
1,
3,
2,
1,
0,
1,
1,
1,
2,
0,
0,
1,
2,
2,
2,
2,
1,
4,
2,
1,
2,
8,
0,
1,
0,
0,
1,
1,
0,
1,
0,
0,
1,
1,
1,
0,
4,
1,
2,
1,
5,
1,
0,
2,
0,
1,
0,
3,
1,
0,
3,
1,
2,
0,
1,
1,
0,
5,
2,
0,
2,
1,
4,
2,
1,
2,
0,
2,
1,
3,
0,
2,
2,
4,
0,
19,
3,
1,
1,
1,
3,
3,
1,
3,
1,
0,
3,
2,
2,
4,
3,
0,
0,
0,
0,
1,
0,
4,
1,
1,
1,
1,
1,
2,
4,
2,
1,
2,
2,
4,
0,
4,
1,
2,
3,
4,
2,
1,
3,
0,
0,
2,
2,
2,
12,
4,
2,
1,
3,
3,
0,
1,
5,
2,
2,
0,
0,
0,
0,
4,
4,
0,
2,
2,
1,
2,
3,
0,
0,
1,
2,
1,
1,
4,
3,
3,
1,
3,
1,
3,
2,
1,
1,
1,
2,
0,
1,
3,
2,
0,
1,
1,
2,
3,
2,
1,
0,
0,
1,
3,
1,
3,
2,
3,
0,
0,
0,
0,
4,
0,
0,
0,
1
] |
[
0,
0,
4,
0,
2,
1,
0,
1,
0,
4,
2,
0,
3,
0,
0,
1,
2,
2,
2,
2,
0,
0,
2,
3,
5,
2,
3,
3,
0,
1,
2,
0,
0,
1,
0,
2,
3,
2,
3,
7,
1,
1,
0,
3,
5,
0,
0,
2,
1,
1,
1,
5,
1,
8,
1,
0,
0,
1,
3,
3,
1,
1,
1,
3,
3,
4,
1,
0,
0,
2,
1,
1,
3,
2,
3,
2,
2,
0,
3,
3,
1,
2,
4,
2,
0,
0,
4,
1,
0,
2,
1,
1,
1,
3,
0,
2
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -85.71%",
"予測される変化率: [カラム_0] 予測される変化率: -50.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.11倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 37個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -85.71%",
"Forecasted change rate: [column_0] Forecasted change rate: -50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.11 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 37",
"First turning point: [column_0] First turning point: at data point 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 42 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 42.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
200,
182,
169,
272,
232,
168,
189,
199,
153,
166,
186,
205,
174,
167,
157,
218,
188,
216,
311,
186,
189,
196,
181,
181,
158,
147,
183,
166,
180,
163,
192,
160,
154,
199,
165,
200,
336,
284,
252,
194,
192,
290,
243,
253,
243,
194,
236,
205,
253,
205,
170,
192,
327,
240,
432,
353,
217,
316,
255,
255,
223,
226,
296,
198,
254,
261,
221,
224,
178,
236,
179,
176,
218,
255,
184,
144,
198,
166,
242,
190,
202,
187,
209,
227,
217,
278,
238,
194,
185,
251,
175,
253,
732,
351,
684,
397,
264,
269,
257,
218,
220,
234,
223,
317,
256,
219,
253,
272,
219,
359,
385,
319,
276,
319,
270,
356,
267,
265,
868,
593,
577,
462,
808,
627,
567,
463,
451,
515,
443,
416,
374,
330,
323,
236,
338,
242,
229,
242,
258,
301,
286,
212,
202,
211,
230,
533,
358,
383,
218,
232,
291,
215,
171,
164,
213,
181,
178,
243,
174,
133,
172,
203,
172,
223,
205,
171,
157,
217,
201,
181,
172,
178,
176,
153,
155,
139,
288,
257,
252,
205,
189,
196,
171,
211,
199,
172,
162,
190,
128,
229,
238,
214,
228,
210,
183,
204,
165,
151,
157,
174,
169,
138,
280,
288,
240,
245,
180,
174,
163,
196,
182,
142,
206,
193,
198,
186,
186,
210,
182,
179,
221,
423,
276,
209,
255,
286,
268,
236,
229,
193,
232,
335,
272,
254,
236,
183,
195,
242,
212,
201,
139,
208,
160,
187,
156,
188,
173,
235,
64243,
2060,
747,
555,
442,
477,
399,
315,
531,
511,
225,
199,
195,
234,
220,
194,
222,
161,
200,
179,
169,
137,
174,
182,
416,
202,
195,
190,
238,
234,
279,
201,
162,
178,
137,
225,
165,
165,
163,
158,
214,
240,
199,
162,
139,
137,
170,
166,
149,
176,
159,
193,
180,
176,
179,
161,
277,
175,
207,
184,
196,
167,
215,
248,
163,
153,
168,
173,
185,
227,
201,
220,
169,
120,
160,
182,
179,
231,
187,
159,
155,
162,
172,
186,
199,
190,
188,
182,
241,
184,
132,
248,
213,
219,
191,
210,
253,
215,
191,
188,
235,
179,
661,
433,
348,
488,
393,
679,
448,
270,
253,
267,
276,
220,
207,
284,
203,
185,
198,
168,
205,
190,
190,
241,
1040,
471,
249,
182,
184,
294,
230,
179,
166,
197,
202,
237,
205,
200,
192,
169,
193,
193,
235,
164,
164,
120,
188,
185,
148,
192,
198,
231,
196,
214,
246,
169,
165,
180,
164,
162,
188,
181,
197,
210,
233,
210,
244,
186,
239,
168,
230,
184,
157,
199,
212,
179,
196,
199,
170,
177,
173,
176,
196,
221,
159,
166,
126,
204,
184,
164,
259,
195,
177,
154,
186,
148,
145,
189,
176,
160,
144,
213,
162,
247,
176,
141,
137,
155,
175,
147,
155,
189,
168,
126,
179,
183,
141,
184,
223,
238,
362,
227,
158,
181,
201,
219,
227,
185,
204,
180,
161,
190,
170,
195,
231,
141,
152,
179,
162,
164,
145,
157,
120,
147,
176,
185,
192,
153,
168,
204,
194,
189,
188,
197,
191,
206,
214,
192,
159,
191,
180,
262,
196,
206
] |
[
182,
200,
168,
205,
177,
179,
177,
128,
194,
199,
220,
213,
209,
230,
266,
223,
211,
222,
172,
184,
238,
233,
268,
225,
197,
219,
203,
160,
175,
150,
271,
665,
520,
399,
314,
269,
201,
245,
208,
228,
382,
1371,
1030,
532,
467,
358,
375,
263,
443,
471,
354,
276,
274,
243,
331,
302,
267,
266,
285,
268,
270,
254,
225,
242,
226,
194,
184,
294,
297,
247,
283,
316,
309,
345,
296,
241,
224,
228,
233,
424,
409,
285,
313,
215,
315,
405,
538,
3132,
792,
647,
544,
376,
317,
254,
322,
300
] |
[
"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: 3.00%",
"予測される変化率: [カラム_0] 予測される変化率: 64.84%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.35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: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 3.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 64.84%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.35 times the mean)",
"Trend: [column_0] Trend change: from downward 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] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 70 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 downward trend.",
"Noise: [column_0] The data contains high randomness at period 70.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 78."
]
}
|
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,
1,
0,
0,
0,
119,
436,
619,
412,
445,
388,
411,
364,
316,
358,
298,
311,
244,
241,
248,
215,
238,
203,
272,
242,
259,
248,
248,
260,
284,
278,
215,
231,
237,
188,
211,
252,
246,
259,
252,
271,
260,
336,
277,
294,
301,
271,
262,
242,
255,
217,
254,
255,
241,
259,
277,
288,
254,
254,
275,
288,
234,
302,
278,
274,
268,
355,
334,
300,
305,
316,
383,
353,
346,
299,
331,
328,
328,
359,
409,
366,
281,
397,
446,
399,
300,
269,
269,
260,
259,
295,
416,
303,
319,
278,
327,
277,
300,
352,
264,
248,
294,
303,
474,
736,
1047,
634,
543,
480,
420,
444,
516,
539,
428,
419,
348,
392,
438,
503,
560,
463,
449,
470,
427,
452,
459,
511,
365,
435,
469,
452,
479,
479,
529,
520,
612,
510,
532,
514,
560,
594,
530,
534,
547,
530,
615,
580,
662,
699,
763,
763,
938,
1138,
1460,
1477,
2666,
5237,
4674,
4135,
3765,
4302,
4042,
3175,
3050,
2841
] |
[
2738,
2405,
2841,
3095,
2834,
2914,
2968,
2552,
2438,
2618,
2406,
1913,
1656,
1438,
1443,
1469,
1470,
1481,
1179,
1004,
946,
1035,
1158,
1366,
1253,
1154,
962,
1079,
1097,
1121,
1166,
1096,
891,
929,
908,
1001,
974,
853,
949,
1027,
1006,
995,
878,
859,
965,
912,
808,
691,
728,
653,
992,
911,
881,
773,
732,
1207,
1715,
1501,
1721,
1569,
1155,
1173,
1128,
993,
1004,
1209,
1123,
1075,
897,
934,
793,
902,
1020,
1010,
821,
747,
758,
798,
813,
839,
927,
761,
731,
797,
754,
680,
908,
1069,
862,
867,
830,
887,
869,
845,
910,
760
] |
[
"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: 284000.00%",
"予測される変化率: [カラム_0] 予測される変化率: -72.24%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.93倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 284000.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -72.24%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.93 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 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 14 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 14.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 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,
57,
666,
3235,
2179,
1728,
1014,
1123,
1029,
1011,
1276,
1546,
1675,
1993,
1225,
1212,
707,
901,
1165,
2093,
776,
864,
1682,
1608,
624,
712,
1215,
3148,
562,
351,
164,
131,
110,
143,
85,
59,
61,
77,
81,
63,
125,
197,
63,
64,
46,
32,
36,
31,
36,
24,
44,
25,
31,
32,
27,
33,
15,
16,
14,
13,
16,
14,
21,
23,
10,
22,
10,
28,
7,
24,
15,
10,
19,
17,
24,
19,
14,
11,
6,
20,
7,
17,
45,
16,
15,
6,
6,
8,
9,
5,
5,
16,
6,
23,
9,
20,
4,
9,
7,
7,
8,
17,
10,
13,
5,
10,
5,
11,
4,
7,
14,
6,
6,
11,
12,
5,
9,
8,
7,
3,
13,
12,
6,
5,
5,
9,
5,
7,
5,
11,
13,
9,
7,
0,
6,
7,
3,
4,
10,
4,
10,
4,
7,
4,
8,
4,
4,
5,
6,
6,
5,
6,
6,
4,
2,
1,
6,
6,
4,
1,
9,
7,
1,
6,
10,
11,
11,
5,
6,
10,
11,
5,
11,
2,
4,
4,
8
] |
[
4,
5,
4,
1,
4,
13,
15,
6,
5,
10,
7,
17,
4,
2,
2,
5,
5,
1,
3,
7,
6,
5,
3,
0,
3,
3,
2,
0,
8,
7,
4,
7,
4,
5,
3,
1,
3,
5,
7,
3,
6,
3,
1,
4,
4,
7,
5,
5,
0,
3,
6,
5,
7,
7,
6,
4,
4,
5,
3,
4,
6,
10,
2,
5,
5,
0,
1,
1,
9,
3,
5,
1,
5,
2,
14,
2,
0,
4,
8,
6,
6,
2,
6,
5,
3,
1,
4,
3,
6,
4,
3,
4,
5,
7,
7,
2
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -85.96%",
"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4.71倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 47個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -85.96%",
"Forecasted change rate: [column_0] Forecasted change rate: -50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.71 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 47",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
22238,
21938,
19940,
19515,
21370,
21489,
20757,
20211,
19309,
21261,
20753,
22031,
20865,
20211,
20515,
20568,
21559,
21034,
21457,
22657,
22632,
22199,
22031,
21721,
20329,
20417,
20880,
22189,
21759,
21019,
19853,
20136,
18387,
17805,
20495,
21163,
20935,
22007,
21503,
21852,
21177,
26513,
24064,
23883,
24749,
22788,
23566,
23787,
23479,
23440,
24013,
23271,
23490,
23585,
24529,
22924,
22268,
23263,
22564,
21208,
22608,
23066,
23820,
23392,
22883,
22934,
21933,
22963,
22892,
23316,
23834,
23565,
24078,
23000,
21812,
23399,
23094,
23059,
24530,
23629,
21902,
23420,
23687,
23841,
24346,
23356,
23609,
23114,
23906,
22950,
23235,
24761,
23143,
24118,
22753,
23151,
23771,
26030,
25824,
23947,
23474,
24476,
24227,
23510,
24253,
23902,
24074,
24428,
23308,
23252,
24043,
24210,
24202,
27763,
26934,
24608,
26588,
29798,
29526,
29985,
29780,
30814,
27713,
27132,
28241,
27579,
30915,
34856,
35281,
33277,
38581,
32658,
30767,
31862,
33718,
34462,
32347,
34075,
32684,
34161,
33642,
34338,
33440,
33414,
34079,
34998,
35415,
33639,
31917,
31418,
32072,
32559,
34105,
31849,
31828,
42057,
46399,
40080,
42838,
44042,
39007,
54664,
35286,
31077,
31006,
30443,
30137,
31285,
31279,
32463,
30346,
31239,
30752,
31070,
31833,
31328,
31562,
32099,
31566,
30936,
30562,
30164,
29891,
32155,
30901,
31475,
31009,
30654,
32235,
32247,
32089,
31996,
31537,
29432,
30399,
33812,
30294,
29915,
30661,
32381,
31256,
34322,
32212,
32163,
29354,
30697,
31404,
31375,
31717,
32568,
33378,
31806,
33634,
33127,
36961,
38538,
74748,
59187,
32530,
32764,
32718,
33636,
34184,
33710,
33358,
33177,
30591,
31025,
32973,
31650,
33350,
32712,
33567,
32696,
35327,
32631,
32267,
31378,
33219,
33957,
33576,
31610,
31141,
31639,
29981,
30340,
29798,
28992,
29355,
29584,
28905,
29091,
28886,
27070,
26606,
25792,
27142,
26008,
27997,
28454,
28740,
26700,
24962,
24381,
26283,
25969,
27178,
26716,
24977,
23889,
22309,
23289,
26024,
29909,
26888,
32545,
56730,
54899,
45367,
44826,
47134,
26877,
26540,
25943,
25553,
27062,
28406,
29670,
26538,
24834,
24537,
23913,
24814,
24842,
24587,
26176,
28885,
26508,
26896,
24856,
25012,
26126,
27365,
27822,
33989,
31538,
28346,
30568,
27865,
27927,
28037,
26072,
27839,
29687,
30844,
29014,
28694,
28845,
27478,
30170,
28532,
30400,
29691,
28437,
25903,
23504,
21948,
24221,
23592,
23818,
25034,
24144,
23581,
22010,
23153,
23469,
24255,
24095,
23641,
23909,
23273,
23384,
25939,
24429,
24682,
24747,
25926,
28688,
30477,
25391,
25349,
24520,
24083,
23484,
23411,
23431,
24143,
24961,
23452,
22797,
23251,
23593,
24222,
25920,
24608,
23251,
22842,
23278,
23991,
24292,
25508,
23977,
23684,
23421,
22720,
23058,
22667,
22834,
23302,
22298,
22130,
22738,
22374,
22872,
24692,
27778,
27502,
27059,
27309,
27236,
27573,
28047,
28688,
28365,
27766,
28197,
28583,
28917,
29903,
28430,
28119,
28335,
27492,
27644,
29797,
30214,
29290,
28967,
27329,
27668,
28426,
28479,
28785,
28492,
27949,
28012,
28685,
29849,
29836,
30348,
30320,
31479,
31678,
30290,
29556,
29496,
30398,
30882,
33870,
33581,
30158,
29161,
31174,
29659,
31357,
31322,
29522,
28319,
28126,
30944,
28419,
28295,
28771,
29444,
29410,
29395,
28010,
25694,
28511,
31022,
28327,
26020,
24478,
24996,
26597,
24378,
25638,
29208,
26611,
27711,
29437,
25872,
30509,
30290,
29206,
29139,
31374,
36864,
37013,
37999,
34895,
33788,
30211,
31203,
31116,
32093,
33623,
31779,
32208,
35186,
33176,
367238,
31094,
30604,
25299,
25495,
25495,
26206,
25311,
27001,
28114,
28554,
26832,
26731,
25961,
31826,
26459,
24711,
25922,
26328,
25598,
25634,
26006,
25572,
26189,
25136,
27271,
24555,
25244,
27358,
25027,
24505
] |
[
26843,
23931,
25202,
24965,
24735,
25262,
25186,
24482,
24653,
25953,
28420,
27131,
27291,
28180,
30607,
30880,
30666,
27845,
28534,
29595,
30023,
28176,
28816,
28781,
31162,
30624,
28022,
27899,
27389,
26833,
27630,
30610,
30993,
33175,
28985,
28799,
31064,
30853,
30652,
31949,
29485,
33619,
31004,
30847,
30202,
32403,
28889,
29551,
29286,
29142,
29806,
30254,
29449,
28730,
28246,
28063,
28773,
33746,
37206,
39398,
36196,
35536,
36771,
38290,
38212,
38882,
37575,
33957,
34399,
33878,
35413,
36440,
39426,
33180,
34272,
37510,
35703,
36796,
36690,
37553,
40955,
42954,
38748,
36237,
35424,
37676,
38566,
38886,
36936,
38144,
36577,
39106,
33957,
28117,
25965,
28190
] |
[
"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: 10.19%",
"予測される変化率: [カラム_0] 予測される変化率: 5.02%",
"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: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 10.19%",
"Forecasted change rate: [column_0] Forecasted change rate: 5.02%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.51 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 shows a clear upward 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 |
[
6,
3,
3,
2,
3,
5,
8,
9,
3,
4,
3,
3,
6,
8,
3,
6,
5,
4,
7,
13,
5,
6,
4,
2,
9,
1,
2,
2,
4,
3,
8,
6,
2,
7,
0,
0,
3,
6,
5,
4,
8,
4,
3,
6,
4,
3,
6,
2,
4,
10,
4,
3,
5,
7,
4,
5,
3,
3,
4,
11,
8,
7,
3,
18,
3,
6,
5,
8,
3,
4,
2,
6,
5,
4,
5,
5,
4,
9,
9,
5,
7,
7,
6,
9,
8,
8,
6,
3,
9,
5,
4,
8,
5,
9,
8,
7,
12,
4,
7,
8,
10,
7,
5,
6,
8,
8,
8,
5,
5,
7,
4,
5,
7,
7,
4,
8,
3,
7,
9,
2,
24,
4,
4,
3,
7,
4,
7,
5,
6,
5,
5,
5,
3,
5,
9,
11,
5,
1,
7,
4,
5,
13,
6,
9,
7,
5,
9,
4,
5,
6,
5,
6,
9,
4,
1,
5,
12,
5,
2,
3,
6,
4,
13,
5,
6,
9,
4,
5,
9,
6,
9,
23,
5,
4,
11,
5,
5,
6,
16,
12,
10,
9,
7,
7,
5,
12,
8,
3,
4,
8,
12,
6,
16,
7,
7,
8,
8,
4,
5,
12,
11,
7,
5,
11,
13,
8,
16,
5,
10,
7,
9,
9,
5,
18,
13,
9,
9,
6,
11,
6,
13,
5,
8,
6,
17,
14,
6,
11,
7,
15,
8,
11,
6,
9,
11,
7,
4,
11,
5,
7,
9,
7,
10,
16,
8,
5,
5,
8,
6,
9,
7,
9,
16,
4,
6,
19,
8,
144,
18,
15,
6,
9,
7,
8,
4,
6,
6,
4,
12,
6,
6,
6,
5,
27,
6,
5,
9,
5,
4,
3,
3,
6,
9,
11,
4,
6,
8,
5,
9,
3,
4,
6,
8,
21,
10,
8,
7,
7,
11,
6,
8,
11,
9,
4,
8,
4,
6,
2,
6,
8,
3,
6,
16,
6,
13,
4,
11,
6,
8,
5,
3,
7,
4,
3,
8,
6,
8,
8,
4,
11,
2,
6,
7,
5,
5,
4,
6,
10,
9,
6,
3,
4,
2,
7,
9,
4,
6,
6,
2,
2,
2,
5,
13,
12,
10,
6,
8,
31,
81,
55,
38,
43,
135,
18,
13,
38,
31,
19,
13,
18,
15,
13,
9,
8,
27,
51,
65,
9,
10,
11,
12,
9,
12,
10,
14,
7,
10,
5,
16,
7,
22,
18,
5,
7,
17,
12,
8,
4,
5,
8,
4,
11,
13,
9,
9,
13,
11,
13,
6,
8,
7,
7,
6,
29,
7,
6,
8,
6,
12,
9,
6,
7,
4,
21,
9,
8,
6,
9,
9,
6,
19,
31,
3,
7,
10,
6,
9,
13,
5,
8,
15,
8,
9,
4,
20,
5,
6,
6,
13,
7,
10,
10,
6,
11,
18,
6,
5,
9,
9,
8,
19,
4,
26,
3,
12,
10,
8,
2,
6,
7,
6,
8,
6,
13,
4,
9,
4,
8,
5,
7,
8,
5,
7,
4,
2,
3,
6,
12,
8,
5,
6,
5,
6,
9,
7,
6,
2,
7,
9,
3,
14,
7,
8,
7,
8,
2,
4,
12,
5,
2,
7,
6
] |
[
4,
3,
18,
7,
7,
7,
6,
4,
3,
11,
10,
5,
7,
18,
7,
13,
11,
6,
5,
7,
8,
8,
8,
9,
11,
20,
10,
8,
12,
8,
10,
12,
7,
9,
12,
8,
2,
12,
20,
8,
8,
6,
10,
6,
6,
4,
8,
9,
4,
7,
6,
12,
7,
2,
3,
24,
7,
7,
7,
12,
9,
5,
5,
18,
4,
14,
6,
11,
20,
5,
4,
4,
13,
8,
5,
11,
3,
7,
2,
5,
5,
9,
4,
3,
10,
13,
10,
5,
4,
9,
16,
31,
11,
20,
13,
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: 0.00%",
"予測される変化率: [カラム_0] 予測される変化率: 125.00%",
"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: 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: 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: 125.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.16 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 47",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 96.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 78."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2072,
2058,
1680,
1732,
2079,
2231,
2122,
2273,
2021,
2613,
1402,
1326,
1834,
1901,
1594,
1442,
1382,
1115,
1236,
2568,
1522,
1554,
1507,
1428,
1067,
1021,
1327,
1294,
1352,
1186,
1204,
976,
907,
1207,
1525,
1243,
1202,
1126,
940,
962,
1120,
3773,
4027,
4194,
4204,
2793,
2760,
1254,
1204,
1171,
1139,
1062,
758,
865,
1118,
1119,
1132,
1237,
1120,
859,
906,
1207,
1118,
1115,
1092,
1216,
943,
1086,
1111,
1394,
1492,
1506,
1328,
937,
987,
1172,
1226,
1204,
1305,
1244,
896,
1000,
1299,
1410,
1543,
2561,
1609,
1017,
1005,
1627,
2373,
2037,
1837,
1553,
1091,
1138,
2125,
2262,
1721,
1704,
1401,
1288,
1137,
1256,
1566,
1572,
1612,
1475,
1081,
1077,
1667,
1416,
1796,
1752,
1522,
1108,
1202,
1745,
2218,
2324,
2529,
1741,
1905,
1451,
2223,
2759,
1955,
2337,
2314,
1338,
1331,
2190,
2931,
3046,
2250,
2011,
1338,
1382,
1656,
1799,
1862,
2035,
2087,
1508,
1276,
1710,
1968,
1693,
1666,
1132,
1455,
1240,
2714,
3003,
2600,
2429,
2521,
1533,
1694,
2232,
2249,
2149,
1945,
2337,
1538,
1349,
2113,
1749,
1575,
2533,
3166,
1680,
2066,
1546,
2455,
1548,
1850,
2045,
1513,
1247,
1823,
1823,
1980,
1372,
1352,
1670,
1622,
1843,
2069,
1969,
2178,
2128,
1784,
1418,
1796,
1707,
2003,
2237,
1920,
1537,
1171,
1839,
2017,
2246,
2209,
2853,
1740,
1526,
2023,
2362,
2955,
2301,
2250,
1995,
1670,
2316,
3585,
4485,
3864,
2438,
1949,
3824,
3119,
2749,
2577,
2661,
2973,
2133,
1884,
3976,
2458,
2457,
2585,
2227,
1847,
2240,
2721,
2510,
2234,
2221,
2299,
1496,
4967,
2864,
2900,
2405,
3114,
3470,
1728,
1630,
2013,
2230,
2003,
2498,
1930,
1504,
2062,
2049,
2110,
2256,
2936,
2387,
1818,
1901,
2450,
2031,
2470,
1769,
1812,
1435,
1688,
1852,
2299,
1866,
1804,
2228,
1631,
2070,
2337,
2173,
2201,
1871,
1729,
1132,
1434,
2060,
2491,
2684,
4597,
3533,
2248,
2893,
2844,
3789,
2367,
2378,
3261,
1585,
2792,
2540,
4561,
2561,
2374,
2251,
1710,
2720,
3069,
4136,
3274,
2892,
3357,
3353,
6269,
11900,
4746,
5749,
5476,
9021,
3219,
2695,
4009,
8944,
5291,
6715,
3209,
2033,
2263,
8720,
5321,
12784,
6492,
9290,
4150,
9052,
5783,
25726,
10852,
6279,
4128,
2497,
2367,
3735,
3179,
2840,
3055,
2415,
2152,
1767,
2117,
2426,
1974,
1873,
2351,
1514,
1526,
6012,
6268,
5962,
6124,
7162,
4819,
3950,
5038,
5410,
4734,
4951,
5747,
5556,
8164,
77361,
69568,
25375,
20346,
18042,
7391,
5100,
6237,
4681,
4199,
4128,
3286,
2407,
2320,
3402,
4127,
3786,
3274,
2864,
2444,
1950,
2880,
2748,
3177,
2386,
2078,
1937,
2018,
2108,
2293,
2196,
2859,
2808,
3251,
3081,
3694,
2925,
4324,
4150,
2909,
1946,
2011,
2378,
1958,
3065,
2830,
2838,
1860,
8046,
5966,
3199,
2478,
2153,
1885,
1340,
1455,
1799,
1778,
1783,
1929,
1682,
1177,
1224,
1384,
1698,
1598,
1635,
1697,
1230,
1187,
1402,
1684,
1724,
1618,
1350,
1240,
1183,
1953,
3280,
1596,
2032,
1772,
1326,
1281,
1745,
2012,
2115,
2678,
2048,
1850,
1845,
1853,
1853,
3006,
2378,
1857,
1190,
1240,
1465,
1807,
1859,
1990,
2090,
1284,
1687,
1868,
1777,
2191,
2806,
2316,
2086,
1767,
2610,
3355,
5036,
2925,
2416,
2427,
1969,
2821,
2681,
3269,
3419,
8647,
3182,
2006,
2188,
2781,
1587,
2183,
2345,
1895,
1498,
3054,
2299,
2084,
3350,
2500,
2436,
1998,
2021,
2094,
1828
] |
[
1988,
1542,
2045,
2371,
2183,
2606,
2212,
2325,
2213,
1323,
1618,
2028,
2667,
2262,
2851,
1953,
1627,
1583,
1883,
1743,
2250,
1856,
1792,
1222,
1877,
1698,
1812,
1871,
1655,
1692,
1512,
3189,
2911,
2230,
2393,
2482,
1850,
1681,
1444,
1771,
2234,
2158,
2865,
2386,
2163,
1807,
2317,
2111,
2237,
2340,
2336,
1431,
1541,
1787,
3591,
2869,
5079,
3875,
2605,
2188,
2545,
2428,
2050,
2836,
2525,
1812,
2253,
2597,
2423,
2237,
2599,
2557,
2064,
2070,
2294,
2277,
3386,
3185,
3819,
3734,
12418,
5557,
4758,
3167,
3536,
3349,
2846,
3732,
5959,
3720,
3037,
2900,
2974,
2348,
2256,
2733
] |
[
"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: -11.78%",
"予測される変化率: [カラム_0] 予測される変化率: 37.47%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.64倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 60個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -11.78%",
"Forecasted change rate: [column_0] Forecasted change rate: 37.47%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.64 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 60",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 66 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 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 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 |
[
14,
8,
9,
4,
6,
9,
7,
9,
6,
8,
4,
2,
7,
13,
5,
7,
7,
7,
4,
9,
5,
5,
7,
5,
7,
5,
21,
4,
8,
3,
3,
5,
3,
4,
5,
8,
4,
9,
7,
3,
5,
6,
6,
7,
4,
8,
6,
2,
5,
5,
4,
0,
7,
10,
9,
3,
9,
0,
12,
5,
6,
3,
7,
4,
4,
9,
4,
7,
3,
7,
1,
12,
9,
8,
1,
5,
8,
13,
9,
3,
6,
3,
5,
11,
35,
11,
6,
6,
4,
4,
7,
15,
5,
2,
8,
6,
7,
5,
12,
9,
7,
8,
7,
9,
5,
5,
9,
7,
7,
6,
6,
9,
12,
8,
7,
7,
3,
9,
8,
4,
8,
6,
4,
1,
7,
10,
7,
13,
2,
4,
5,
15,
7,
8,
8,
5,
11,
5,
13,
7,
10,
16,
16,
13,
10,
10,
5,
8,
9,
6,
9,
7,
6,
12,
5,
7,
10,
7,
3,
12,
11,
6,
6,
8,
6,
4,
14,
12,
10,
8,
10,
19,
9,
9,
8,
6,
7,
3,
9,
5,
6,
9,
4,
7,
7,
8,
2,
21,
6,
12,
6,
7,
8,
6,
6,
11,
11,
9,
11,
11,
14,
12,
9,
10,
11,
6,
10,
11,
11,
16,
22,
10,
10,
7,
12,
13,
7,
10,
6,
11,
7,
13,
8,
66,
20,
16,
10,
9,
11,
12,
16,
17,
10,
14,
8,
13,
9,
23,
13,
8,
7,
10,
16,
12,
14,
11,
14,
13,
10,
9,
14,
15,
6,
7,
8,
9,
5,
10,
15,
7,
13,
6,
7,
5,
8,
11,
21,
12,
10,
9,
3,
19,
10,
10,
10,
7,
13,
6,
6,
8,
9,
7,
7,
17,
8,
8,
17,
9,
12,
8,
2,
8,
27,
8,
7,
8,
8,
10,
5,
11,
20,
16,
10,
8,
8,
10,
5,
11,
2,
10,
11,
15,
7,
18,
20,
24,
26,
8,
13,
10,
4,
8,
14,
9,
5,
13,
3,
11,
13,
11,
7,
10,
15,
8,
7,
19,
13,
9,
8,
7,
8,
12,
7,
21,
12,
12,
7,
9,
8,
8,
11,
17,
6,
14,
5,
12,
8,
21,
12,
10,
10,
8,
6,
16,
16,
14,
110,
10,
9,
13,
16,
14,
17,
9,
12,
11,
13,
17,
20,
23,
22,
21,
23,
22,
14,
12,
10,
3,
17,
11,
10,
9,
13,
27,
9,
9,
10,
17,
10,
8,
19,
10,
11,
5,
8,
14,
9,
16,
16,
9,
6,
7,
10,
6,
13,
12,
6,
6,
8,
9,
14,
10,
8,
10,
12,
13,
9,
21,
11,
9,
11,
7,
90,
10,
24,
28,
22,
23,
12,
8,
13,
12,
10,
10,
6,
6,
11,
10,
6,
7,
6,
13,
9,
33,
10,
13,
22,
9,
10,
13,
13,
7,
10,
15,
12,
11,
9,
7,
10,
3,
15,
6,
2,
6,
16,
23,
11,
8,
6,
4,
7,
13,
15,
6,
16,
11,
9,
8,
6,
9,
14,
12,
7,
6,
2,
9,
17,
8,
9,
6,
11,
7,
6,
8,
9,
12,
7,
12,
5,
3,
5,
10
] |
[
10,
11,
10,
5,
11,
9,
14,
1,
7,
8,
3,
11,
2,
7,
23,
5,
7,
4,
6,
6,
7,
3,
9,
12,
7,
10,
15,
12,
6,
12,
10,
8,
4,
3,
7,
4,
12,
11,
2,
11,
15,
7,
10,
3,
7,
2,
7,
8,
24,
7,
8,
8,
8,
11,
5,
5,
9,
4,
14,
9,
8,
7,
16,
35,
22,
7,
3,
54,
97,
7,
13,
6,
11,
10,
7,
8,
6,
9,
3,
7,
4,
8,
9,
3,
8,
9,
6,
7,
1,
12,
12,
12,
17,
19,
8,
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: -28.57%",
"予測される変化率: [カラム_0] 予測される変化率: 10.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.85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: 61個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -28.57%",
"Forecasted change rate: [column_0] Forecasted change rate: 10.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.85 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 61",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 44 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 44.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
2,
5,
14,
10,
12,
5,
5,
13,
6,
1,
1,
8,
9,
21,
26,
15,
11,
17,
18,
9,
12,
5,
3,
4,
11,
6,
46,
10,
3,
8,
4,
9,
2,
13,
2,
4,
9,
14,
13,
3,
5,
8,
2,
7,
6,
5,
7,
22,
2,
12,
1,
3,
10,
10,
8,
7,
3,
8,
5,
6,
6,
5,
16,
4,
3,
9,
7,
2,
1,
10,
3,
7,
7,
4,
6,
4,
93,
104,
84,
122,
146,
119,
121,
133,
84,
95,
86,
120,
79,
74,
46,
73,
78,
73,
113,
72,
50,
72,
55,
88,
98,
109,
118,
95,
68,
87,
74,
128,
120,
136,
107,
75,
69,
77,
81,
116,
104,
93,
90,
76,
81,
79,
98,
58,
93,
80,
94,
84,
104,
103,
91,
100,
73,
73,
76,
115,
97,
71,
58,
83,
91,
90,
91,
99,
123,
67,
64,
94,
144,
91,
170,
97,
140,
74,
102,
57,
75,
182,
95,
78,
163,
91,
100,
128,
109,
184,
90,
122,
126,
65,
173,
151,
106,
107,
129,
183,
129,
130,
139,
129,
134,
146,
138,
165,
148,
161,
146,
145,
122,
136,
123,
135,
149,
164,
92,
306,
223,
156,
170,
118,
95,
121,
1011,
292,
168,
244,
173,
139,
165,
298,
205,
217,
215,
268,
163,
170,
150,
118,
111,
223,
200,
162,
171,
237,
186,
134,
166,
163,
127,
147,
241,
206,
161,
251,
226,
121,
144,
157,
132,
171,
184,
205,
146,
116,
128,
144,
160,
159,
181,
151,
128,
163,
112,
161,
169,
168,
128,
126,
92,
114,
104,
150,
149,
134,
128,
269,
163,
155,
174,
164,
121,
131,
137,
147,
128,
116,
194,
104,
90,
166,
113,
129,
153,
140,
120,
79,
106,
91,
109,
87,
136,
104,
80,
117,
134,
99,
202,
152,
96,
75,
84,
102,
150,
161,
166,
185,
223,
182,
152,
148,
160,
154,
88,
130,
129,
157,
164,
225,
211,
164,
145,
114,
136,
121,
184,
192,
198,
212,
248,
284,
350,
330,
241,
212,
197,
185,
179,
189,
182,
232,
134,
127,
147,
160,
135,
153,
185,
126,
154,
159,
136,
121,
189,
255,
121,
102,
115,
147,
142,
174,
172,
85,
118,
75,
127,
125,
142,
133,
106,
140,
132,
113,
105,
157,
128,
102,
129,
109,
118,
97,
133,
193,
142,
186,
132,
183,
143,
202,
179,
106,
115,
130,
139,
115,
151,
138,
103,
92,
87,
74,
101,
114,
118,
79,
92,
91,
112,
110,
90,
207,
155,
122,
92,
83,
91,
149,
156,
105,
114,
91,
82,
100,
135,
135,
74,
147,
105,
75,
75,
103,
156,
129,
96,
98,
123,
111,
109,
124,
92,
107,
101,
89,
83,
138,
101,
123,
103,
69,
114,
96,
134,
115,
99,
83,
98,
64,
104,
133,
106,
95,
89,
97,
81,
117,
108,
127,
147,
91,
83,
134,
107,
125,
137,
105,
100,
101,
77,
173,
327,
267,
150,
143,
136,
91,
95,
142,
131,
87,
138,
106,
140,
118,
153,
145,
94,
85,
82,
114,
117,
159,
144,
115,
115,
123,
76,
124,
179,
197,
129,
131,
131
] |
[
98,
101,
178,
143,
105,
144,
103,
128,
95,
190,
149,
126,
108,
103,
119,
105,
154,
189,
108,
127,
123,
153,
102,
429,
343,
242,
163,
166,
177,
163,
247,
228,
187,
169,
154,
798,
399,
281,
214,
219,
268,
230,
153,
180,
375,
322,
237,
122,
117,
119,
145,
142,
152,
108,
131,
113,
112,
116,
190,
157,
138,
115,
109,
99,
143,
156,
321,
169,
187,
83,
99,
112,
162,
205,
131,
146,
165,
132,
126,
144,
156,
99,
142,
99,
114,
109,
144,
163,
129,
109,
217,
141,
150,
140,
144,
110
] |
[
"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: 13000.00%",
"予測される変化率: [カラム_0] 予測される変化率: 12.24%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.65倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 13000.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 12.24%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.65 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 90.",
"Autocorrelation: [column_0] The autocorrelation is 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 |
[
690,
645,
630,
475,
428,
635,
681,
598,
500,
540,
441,
439,
542,
555,
752,
739,
436,
453,
457,
430,
729,
666,
418,
276,
250,
295,
318,
574,
746,
723,
605,
293,
308,
574,
819,
778,
639,
813,
470,
436,
718,
616,
624,
588,
670,
447,
474,
704,
649,
641,
701,
600,
466,
453,
563,
719,
703,
707,
637,
446,
381,
543,
499,
702,
590,
493,
331,
337,
560,
429,
235,
256,
272,
378,
316,
205,
188,
203,
334,
322,
300,
276,
218,
1565,
561,
245,
235,
269,
258,
353,
332,
243,
225,
247,
292,
316,
231,
246,
220,
166,
239,
245,
270,
198,
218,
182,
152,
204,
274,
340,
291,
365,
312,
364,
331,
354,
336,
489,
441,
339,
402,
420,
363,
385,
352,
393,
333,
299,
341,
385,
376,
291,
387,
270,
317,
326,
311,
341,
356,
347,
293,
263,
309,
338,
328,
268,
271,
297,
284,
271,
278,
295,
299,
311,
238,
186,
268,
255,
253,
228,
213,
240,
261,
220,
286,
337,
207,
203,
190,
180,
163,
236,
349,
281,
229,
225,
243,
324,
416,
624,
267,
362,
299,
292,
443,
729,
644,
430,
398,
380,
355,
354,
434,
534,
451,
299,
288,
280,
284,
263,
314,
266,
272,
278,
306,
335,
399,
331,
349,
290,
311,
381,
380,
401,
366,
506,
528,
565,
564,
519,
341,
303,
402,
416,
455,
662,
671,
600,
633,
535,
509,
662,
693,
624,
560,
521,
559,
729,
1217,
4779,
4396,
3617,
2830,
2480,
2183,
2181,
4577,
6967,
6213,
5581,
3889,
3441,
3756,
5018,
6185,
7642,
7690,
6627,
5442,
6125,
7925,
7869,
8910,
7183,
5786,
6453,
6786,
7273,
8998,
8403,
8664,
7404,
6112,
6134,
6633,
7099,
8169,
8136,
9162,
8710,
8175,
8000,
8579,
7612,
7938,
6282,
5660,
6489,
9065,
11398,
9691,
9890,
7229,
7059,
5504,
5388,
5085,
5728,
7266,
6320,
4865,
4011,
3752,
3895,
5836,
7271,
13081,
8111,
6303,
5365,
4780,
5249,
4899,
3626,
3727,
2874,
3090,
3071,
3339,
3334,
2553,
2860,
2693,
2453,
2219,
2636,
2712,
1982,
1912,
1812,
1990,
1602,
2206,
2681,
1812,
1610,
1491,
1603,
1575,
1745,
1866,
1436,
1410,
1487,
1978,
2188,
2385,
2263,
1691,
1457,
1424,
1786,
2519,
2004,
2141,
2675,
3053,
3095,
2998,
2750,
2224,
2206,
2410,
2574,
2869,
2770,
2817,
2173,
2228,
2620,
2596,
2761,
3261,
4220,
2743,
2958,
3405,
2894,
2517,
2714,
2989,
2134,
2279,
2820,
2613,
2209,
1801,
1624,
1651,
2121,
1664,
1408,
1340,
1336,
1275,
2667,
1899,
1492,
1372,
1297,
1555,
1113,
1268,
1403,
1043,
920,
894,
906,
918,
1092,
1322,
1103,
1006,
1021,
1018,
946,
1004,
1402,
1013,
1049,
911,
933,
1121,
1175,
1281,
867,
852,
839,
756,
791,
828,
1071,
756,
826,
825,
840,
720,
866,
1063,
821,
810,
936,
870,
985,
1144,
1328,
881,
744,
763,
718,
882,
1010,
1136,
790,
1110,
1106,
855,
896,
909,
1484,
1123,
814,
709,
739,
671,
774,
946,
919,
650,
658,
601,
765,
899,
858,
660,
718,
858,
695,
783,
839,
884,
635,
639,
617,
601,
671,
831,
777,
762,
641,
568,
586,
672,
632,
800,
864,
655,
593,
534,
538,
613,
780,
561,
654,
738,
650,
604,
621,
808,
616,
648,
613
] |
[
552,
528,
637,
623,
546,
588,
590,
745,
632,
572,
709,
565,
584,
605,
803,
549,
558,
621,
546,
548,
551,
561,
505,
525,
585,
556,
634,
581,
597,
463,
521,
656,
527,
533,
552,
559,
511,
1073,
1250,
1227,
947,
789,
642,
721,
915,
782,
576,
529,
601,
601,
420,
632,
693,
498,
850,
656,
828,
748,
658,
655,
700,
531,
624,
633,
687,
690,
913,
1170,
928,
871,
822,
814,
802,
822,
698,
610,
600,
729,
755,
992,
1022,
542,
604,
711,
555,
537,
962,
1122,
697,
768,
637,
561,
1125,
1082,
1287,
873
] |
[
"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: -11.16%",
"予測される変化率: [カラム_0] 予測される変化率: 58.15%",
"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] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -11.16%",
"Forecasted change rate: [column_0] Forecasted change rate: 58.15%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.34 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
539,
553,
458,
456,
436,
500,
1721,
545,
508,
538,
476,
504,
549,
570,
468,
1709,
858,
617,
590,
631,
624,
613,
1461,
587,
544,
500,
416,
501,
920,
552,
416,
337,
447,
492,
716,
1085,
1420,
815,
741,
774,
685,
671,
698,
659,
708,
955,
816,
729,
667,
698,
591,
596,
2952,
7821,
6679,
3803,
4086,
9747,
4314,
24283,
13024,
3281,
1703,
1185,
946,
871,
796,
905,
680,
715,
802,
588,
596,
756,
491,
526,
777,
609,
579,
529,
417,
494,
516,
484,
452,
536,
665,
560,
495,
483,
518,
1029,
1643,
723,
660,
434,
441,
519,
738,
441,
435,
422,
468,
446,
439,
524,
415,
439,
339,
362,
424,
458,
501,
508,
434,
377,
379,
400,
430,
443,
451,
380,
304,
414,
380,
445,
465,
530,
475,
438,
443,
459,
450,
470,
601,
480,
453,
492,
815,
551,
577,
437,
454,
436,
701,
2109,
614,
636,
484,
466,
633,
520,
475,
445,
636,
447,
429,
486,
451,
402,
376,
368,
467,
598,
435,
542,
383,
412,
603,
429,
363,
454,
384,
385,
425,
342,
325,
312,
428,
453,
388,
344,
317,
315,
419,
514,
469,
427,
450,
452,
445,
395,
448,
402,
422,
424,
599,
536,
460,
1336,
1021,
727,
574,
573,
552,
520,
528,
433,
489,
723,
478,
484,
487,
490,
707,
520,
533,
447,
443,
420,
512,
635,
468,
465,
434,
394,
457,
703,
536,
491,
494,
513,
445,
462,
448,
485,
528,
791,
641,
543,
440,
423,
494,
457,
477,
534,
417,
391,
499,
446,
493,
421,
445,
351,
347,
368,
388,
461,
386,
394,
345,
344,
410,
331,
549,
508,
420,
423,
425,
388,
363,
373,
364,
324,
319,
351,
421,
431,
347,
399,
400,
509,
388,
352,
421,
401,
415,
503,
520,
474,
502,
509,
447,
490,
550,
575,
455,
407,
487,
456,
469,
464,
402,
474,
449,
409,
2249,
531,
524,
520,
379,
466,
459,
492,
502,
517,
409,
448,
423,
375,
445,
394,
413,
520,
599,
487,
495,
559,
467,
441,
494,
359,
470,
443,
503,
527,
359,
455,
486,
487,
512,
612,
478,
462,
457,
433,
460,
474,
918,
536,
455,
384,
391,
434,
400,
435,
438,
456,
576,
648,
1539,
2066,
1155,
793,
991,
648,
481,
696,
471,
636,
519,
604,
485,
443,
423,
436,
481,
618,
496,
726,
427,
378,
422,
484,
464,
518,
668,
542,
472,
782,
530,
506,
520,
508,
517,
445,
512,
568,
756,
634,
609,
950,
1528,
729,
642,
881,
788,
691,
1293,
5129,
6073,
13040,
4666,
2594,
3917,
10206,
25967,
14773,
6306,
2951,
2574,
1949,
1337,
1644,
1481,
1310,
1140,
1226,
752,
637,
720,
682,
649,
599,
566,
513,
480,
424,
410,
455,
487,
539,
501,
432,
373,
541,
483,
460,
472,
435,
526,
464,
655,
491,
638,
652,
502,
336,
637,
540,
550,
421,
790,
478,
666,
456,
470,
490,
803,
573,
455,
417,
322,
415,
528,
408,
419,
487,
454,
353,
415,
421,
467,
994,
433,
446,
389,
435,
402,
394,
391,
368,
446,
329,
357,
419,
426,
406,
476,
3001,
358,
471,
419,
581,
648,
424,
356,
367,
391,
452,
351,
369
] |
[
425,
528,
493,
504,
479,
442,
494,
428,
548,
422,
480,
454,
434,
398,
416,
381,
358,
410,
424,
685,
413,
376,
330,
509,
320,
399,
376,
381,
331,
271,
344,
294,
337,
317,
402,
449,
295,
603,
360,
347,
340,
522,
429,
384,
305,
441,
445,
370,
393,
451,
389,
376,
437,
416,
512,
420,
454,
416,
443,
424,
775,
521,
592,
1128,
525,
2044,
704,
573,
510,
474,
421,
657,
1468,
816,
539,
551,
451,
518,
435,
518,
440,
467,
549,
830,
438,
515,
507,
457,
438,
458,
480,
463,
394,
367,
521,
661
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -31.54%",
"予測される変化率: [カラム_0] 予測される変化率: 55.53%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.30倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 62個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -31.54%",
"Forecasted change rate: [column_0] Forecasted change rate: 55.53%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.30 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 62",
"First turning point: [column_0] First turning point: at data point 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 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 88 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data 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 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
17,
13,
18,
19,
12,
16,
19,
10,
15,
24,
8,
14,
9,
17,
8,
16,
17,
22,
20,
12,
12,
28,
14,
19,
24,
31,
14,
18,
23,
16,
18,
24,
9,
21,
13,
15,
28,
39,
25,
20,
25,
26,
50,
47,
57,
93,
120,
68,
44,
56,
59,
38,
26,
30,
36,
24,
37,
36,
21,
19,
29,
23,
29,
30,
38,
20,
23,
20,
15,
19,
19,
19,
28,
29,
29,
23,
31,
29,
34,
27,
32,
22,
31,
17,
30,
26,
22,
20,
34,
17,
27,
28,
32,
38,
23,
27,
23,
41,
32,
24,
19,
25,
21,
21,
29,
45,
27,
31,
36,
37,
31,
35,
38,
38,
25,
28,
40,
52,
24,
42,
37,
41,
31,
37,
35,
24,
37,
29,
33,
20,
26,
41,
31,
26,
30,
36,
32,
41,
32,
39,
45,
28,
43,
43,
50,
59,
43,
57,
50,
44,
39,
26,
48,
34,
34,
36,
34,
68,
53,
52,
31,
41,
35,
50,
54,
106,
77,
73,
83,
48,
125,
80,
96,
72,
80,
56,
45,
52,
54,
72,
80,
60,
74,
87,
82,
69,
79,
87,
98,
99,
179,
156,
107,
95,
103,
96,
102,
98,
99,
107,
109,
111,
94,
90,
81,
100,
83,
117,
89,
116,
90,
77,
73,
103,
92,
131,
289,
355,
281,
190,
155,
152,
116,
131,
113,
178,
134,
182,
310,
721,
899,
1031,
1184,
1884,
2358,
2923,
1882,
868,
607,
460,
359,
344,
328,
255,
232,
238,
297,
550,
360,
210,
213,
174,
169,
233,
213,
257,
358,
336,
212,
173,
162,
145,
121,
151,
1370,
681,
352,
265,
189,
206,
202,
256,
251,
172,
227,
152,
162,
203,
177,
176,
166,
188,
197,
219,
420,
267,
228,
264,
261,
291,
271,
450,
362,
342,
368,
257,
330,
330,
346,
420,
402,
452,
399,
387,
430,
804,
969,
933,
1018,
941,
947,
939,
905,
1212,
1499,
1643,
1671,
1851,
3331,
15802,
16566,
29255,
34962,
70014,
93579,
34366,
44403,
8590,
3994,
2636,
1900,
1528,
1334,
1092,
1003,
904,
888,
942,
935,
1016,
1213,
769,
497,
575,
710,
595,
554,
489,
430,
360,
368,
374,
473,
455,
735,
674,
558,
565,
796,
731,
442,
247,
224,
208,
193,
259,
182,
181,
215,
172,
149,
116,
139,
156,
155,
181,
187,
239,
184,
185,
159,
179,
208,
167,
173,
191,
189,
194,
175,
206,
215,
170,
190,
203,
196,
222,
204,
168,
314,
248,
169,
185,
182,
177,
242,
213,
224,
427,
423,
376,
464,
674,
880,
1534,
1327,
2899,
2801,
1288,
802,
487,
509,
380,
325,
333,
303,
274,
260,
277,
252,
220,
186,
154,
174,
333,
261,
190,
170,
172,
307,
174,
215,
162,
171,
151,
166,
1123,
786,
377,
257,
225,
186,
176,
568,
315,
220,
200,
176,
143,
142,
135,
143,
117,
139,
122,
100,
125,
111,
116,
103,
122,
123,
127,
122,
106,
119,
139,
135,
136,
124,
168,
155,
164,
121,
138,
148,
108,
115,
129,
145,
98,
197,
146,
144,
105,
107,
105,
131,
106,
142,
87,
148,
123,
129,
120,
93,
173,
132,
167,
1034,
435,
275,
217
] |
[
195,
211,
204,
195,
180,
176,
183,
154,
130,
137,
118,
119,
120,
119,
135,
181,
135,
160,
156,
183,
171,
208,
239,
251,
261,
209,
193,
202,
172,
154,
129,
133,
177,
189,
229,
237,
189,
216,
141,
196,
189,
176,
208,
233,
201,
173,
198,
139,
168,
165,
139,
166,
176,
190,
193,
171,
130,
115,
130,
121,
155,
134,
171,
131,
164,
173,
146,
96,
122,
117,
135,
131,
144,
177,
136,
152,
119,
147,
152,
170,
3615,
1384,
459,
308,
247,
235,
221,
229,
179,
183,
149,
136,
127,
145,
138,
135
] |
[
"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: 1176.47%",
"予測される変化率: [カラム_0] 予測される変化率: -30.77%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.75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: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 1176.47%",
"Forecasted change rate: [column_0] Forecasted change rate: -30.77%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.75 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 70 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 70.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
807,
869,
746,
389,
606,
1359,
1120,
1093,
1080,
856,
509,
558,
1218,
994,
916,
882,
712,
389,
480,
941,
791,
788,
742,
619,
430,
389,
821,
713,
642,
625,
569,
295,
289,
606,
523,
483,
495,
429,
219,
324,
556,
518,
500,
465,
417,
311,
293,
582,
598,
532,
490,
447,
227,
287,
615,
650,
532,
532,
430,
264,
328,
659,
627,
529,
563,
478,
283,
313,
690,
645,
571,
600,
558,
307,
360,
855,
856,
686,
690,
622,
311,
422,
912,
841,
745,
833,
792,
429,
476,
1039,
935,
854,
820,
672,
449,
452,
985,
967,
982,
841,
716,
405,
497,
1029,
896,
822,
834,
732,
366,
467,
1077,
1040,
952,
901,
809,
402,
524,
1047,
971,
866,
881,
767,
396,
504,
1119,
979,
951,
980,
812,
472,
587,
1283,
1179,
1125,
1122,
961,
452,
599,
1432,
1208,
1104,
1227,
981,
562,
639,
1504,
1394,
1337,
1241,
1113,
511,
713,
1653,
1578,
1461,
1446,
1314,
605,
739,
2063,
1633,
1600,
1457,
1312,
707,
753,
2097,
1769,
1553,
1652,
1431,
691,
780,
1881,
1616,
958,
491,
541,
555,
618,
938,
771,
640,
448,
429,
677,
667,
1137,
1014,
883,
993,
928,
522,
639,
1629,
1533,
1424,
1382,
1309,
728,
750,
2001,
1731,
1653,
1608,
1459,
735,
886,
2165,
1963,
1735,
1614,
1398,
705,
853,
2061,
1841,
1682,
1571,
1287,
699,
786,
2057,
2293,
1683,
1559,
1436,
759,
825,
2038,
1693,
1556,
1651,
1441,
758,
966,
2054,
1905,
1734,
1616,
1492,
753,
934,
2386,
1849,
1815,
1634,
1535,
836,
1001,
2252,
1968,
1830,
1848,
1497,
720,
828,
2041,
1690,
1404,
1383,
1209,
677,
710,
1804,
1293,
1157,
1023,
598,
581,
516,
620,
1200,
935,
840,
675,
442,
534,
1127,
1014,
882,
967,
854,
447,
518,
1169,
1078,
968,
960,
845,
427,
561,
1257,
1141,
1151,
1021,
966,
478,
555,
1380,
1063,
1006,
974,
851,
419,
576,
1287,
1178,
862,
419,
581,
373,
450,
1110,
951,
925,
897,
706,
394,
383,
482,
917,
822,
741,
590,
328,
406,
1074,
904,
768,
550,
591,
338,
378,
1014,
870,
805,
871,
720,
399,
488,
1042,
905,
959,
908,
783,
375,
501,
1066,
949,
823,
855,
796,
417,
462,
1104,
1046,
937,
805,
648,
395,
443,
1075,
1009,
829,
814,
698,
361,
415,
955,
929,
846,
759,
682,
370,
373,
856,
762,
625,
664,
572,
321,
311,
667,
621,
561,
553,
434,
287,
266,
657,
519,
466,
485,
434,
237,
318,
508,
423,
440,
435,
339,
238,
223,
440,
408,
378,
379,
326,
202,
325,
473,
473,
393,
397,
376,
243,
250,
480,
447,
336,
396,
285,
191,
216,
462,
416,
466,
410,
383,
227,
283,
636,
540,
542,
558,
462,
300,
319,
817,
692,
507,
542,
523,
356,
296,
671,
688,
719,
552,
584,
292,
373,
785,
691,
708,
766,
595,
310,
265,
364,
651,
685,
686,
538,
291,
376,
785,
737,
581,
650,
575,
298,
356,
808,
699,
636,
698,
604,
316,
436,
910,
816,
699,
785,
678,
331,
421,
643,
553,
867,
801,
719,
368,
432,
1087,
911,
860,
846,
794,
447,
455,
1268,
1138,
1046,
995,
887,
454,
519,
1357,
1335,
1179
] |
[
1140,
932,
449,
556,
1413,
1230,
1128,
1076,
877,
429,
496,
1356,
1138,
1054,
1132,
943,
524,
587,
1337,
1193,
1181,
1214,
1089,
429,
520,
1124,
1003,
894,
785,
530,
325,
332,
318,
557,
501,
461,
531,
255,
273,
512,
632,
564,
596,
508,
355,
373,
957,
792,
802,
864,
715,
412,
470,
1243,
988,
987,
1006,
833,
468,
547,
1308,
1155,
986,
1059,
905,
482,
555,
1374,
1186,
1079,
1054,
877,
434,
578,
1521,
1316,
1297,
1166,
920,
515,
589,
1560,
1191,
1115,
1103,
978,
484,
629,
1508,
1342,
1248,
1072,
981,
495,
491,
1203
] |
[
"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: 46.10%",
"予測される変化率: [カラム_0] 予測される変化率: 5.53%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.52倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 43個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 46.10%",
"Forecasted change rate: [column_0] Forecasted change rate: 5.53%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.52 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 43",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] ラグ 6 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 6.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
11,
18,
18,
15,
17,
19,
18,
18,
16,
32,
11,
24,
21,
28,
19,
26,
28,
16,
28,
27,
22,
31,
32,
12,
12,
10,
25,
22,
19,
14,
26,
16,
16,
21,
38,
26,
38,
27,
22,
26,
28,
20,
28,
28,
20,
23,
22,
23,
25,
22,
12,
25,
19,
18,
19,
18,
36,
30,
27,
36,
40,
29,
46,
31,
46,
37,
34,
33,
39,
23,
33,
38,
45,
55,
91,
57,
48,
36,
47,
44,
33,
35,
49,
34,
46,
36,
41,
54,
97,
203,
95,
65,
55,
44,
43,
38,
50,
43,
38,
35,
46,
26,
31,
34,
39,
27,
44,
30,
28,
31,
31,
36,
37,
34,
27,
41,
48,
51,
39,
40,
39,
41,
27,
28,
33,
32,
35,
45,
56,
31,
39,
30,
30,
44,
45,
44,
40,
42,
46,
43,
35,
45,
76,
38,
26,
33,
35,
31,
43,
47,
35,
39,
46,
41,
39,
52,
49,
60,
83,
50,
42,
42,
52,
54,
50,
65,
39,
53,
48,
49,
47,
73,
68,
91,
67,
61,
59,
81,
60,
70,
55,
61,
81,
57,
125,
125,
103,
142,
123,
82,
81,
96,
120,
165,
145,
134,
119,
115,
108,
118,
126,
148,
133,
196,
191,
138,
140,
181,
144,
144,
154,
160,
131,
145,
171,
193,
211,
302,
166,
162,
166,
172,
210,
202,
188,
180,
202,
225,
196,
306,
252,
224,
275,
252,
240,
279,
316,
301,
480,
499,
478,
409,
545,
1205,
2447,
3948,
2965,
2375,
2017,
2096,
3280,
7245,
8799,
1272,
561,
809,
1008,
984,
853,
283,
261,
211,
199,
233,
199,
227,
312,
110,
91,
81,
56,
78,
76,
70,
66,
68,
60,
57,
56,
62,
89,
63,
59,
57,
73,
73,
66,
51,
41,
54,
43,
37,
45,
42,
42,
58,
65,
47,
45,
45,
48,
40,
39,
26,
40,
56,
59,
72,
85,
70,
58,
51,
69,
121,
100,
56,
55,
44,
30,
62,
28,
41,
33,
34,
26,
29,
31,
37,
41,
26,
27,
26,
36,
29,
35,
34,
28,
32,
24,
21,
28,
15,
33,
33,
25,
19,
24,
19,
38,
31,
35,
15,
27,
24,
43,
33,
22,
31,
20,
23,
23,
17,
13,
25,
25,
29,
19,
9,
14,
18,
31,
16,
17,
30,
29,
25,
27,
25,
29,
34,
20,
21,
31,
22,
24,
23,
14,
26,
23,
13,
27,
21,
16,
33,
28,
20,
18,
29,
20,
24,
20,
28,
18,
24,
28,
31,
29,
38,
43,
26,
31,
22,
31,
43,
52,
41,
25,
27,
48,
37,
50,
47,
38,
42,
48,
68,
74,
112,
142,
34,
31,
26,
30,
19,
24,
28,
21,
18,
41,
42,
20,
21,
27,
62,
19,
18,
27,
15,
14,
19,
22,
18,
12,
22,
15,
11,
18,
11,
17,
18,
8,
18,
12,
7,
16,
18,
10,
15,
16,
17,
20,
15,
17,
11,
14,
11,
18,
15,
16,
7,
13,
22,
29,
24,
23,
17,
7,
18,
25,
10,
16,
17,
23,
17,
19,
26,
20,
18,
20,
17,
13,
21,
22,
21,
17,
14,
37,
21,
15,
18,
18,
11
] |
[
13,
17,
9,
15,
22,
13,
20,
7,
14,
19,
14,
17,
15,
14,
15,
16,
19,
16,
22,
26,
16,
17,
10,
12,
10,
14,
16,
21,
17,
15,
15,
12,
13,
13,
18,
20,
11,
23,
23,
24,
17,
13,
14,
13,
11,
6,
19,
12,
15,
17,
12,
18,
10,
15,
15,
14,
18,
16,
10,
8,
8,
21,
12,
12,
6,
27,
12,
10,
16,
9,
10,
7,
7,
10,
12,
10,
17,
17,
15,
12,
23,
18,
6,
11,
18,
11,
9,
13,
23,
18,
17,
22,
19,
45,
43,
20
] |
[
"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: 0.00%",
"予測される変化率: [カラム_0] 予測される変化率: 53.85%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.66倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中の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: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 53.85%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.66 times the mean)",
"Trend: [column_0] Trend change: from downward to stable",
"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 downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"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 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
2,
0,
0,
1,
3,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
4,
1,
3,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
1,
0,
1,
1,
1,
1,
0,
3,
2,
3,
4,
2,
1,
0,
3,
0,
0,
2,
1,
1,
2,
1,
0,
0,
0,
0,
0,
0,
3,
0,
0,
2,
2,
0,
1,
0,
0,
2,
1,
2,
0,
2,
1,
2,
3,
2,
1,
3,
0,
2,
2,
0,
0,
0,
0,
0,
1,
0,
1,
0,
2,
1,
0,
1,
0,
0,
0,
0,
0,
0,
6,
8,
2,
0,
2,
0,
1,
0,
0,
0,
1,
1,
0,
0,
1,
0,
1,
4,
1,
5,
1,
1,
1,
0,
0,
0,
2,
1,
2,
3,
0,
1,
6,
1,
3,
2,
1,
0,
0,
4,
3,
0,
2,
3,
3,
1,
0,
4,
1,
0,
0,
0,
3,
0,
3,
0,
0,
1,
2,
0,
1,
5,
0,
3,
3,
5,
0,
3,
1,
3,
1,
0,
2,
4,
2,
1,
3,
2,
2,
7,
3,
3,
7,
1,
3,
4,
1,
0,
7,
1,
1,
0,
0,
3,
3,
2,
1,
3,
0,
1,
8,
6,
5,
2,
6,
6,
7,
1,
8,
10,
2,
4,
2,
3,
0,
9,
1,
1,
1,
0,
1,
5,
11,
2,
0,
3,
6,
4,
2,
3,
0,
2,
3,
8,
4,
2,
7,
7,
1,
2,
3,
5,
5,
6,
6,
1,
4,
3,
2,
6,
8,
7,
4,
3,
9,
4,
10,
12,
18,
12,
3,
18,
7,
6,
9,
14,
13,
13,
11,
13,
27,
16,
32,
22,
37,
29,
34,
30,
63,
51,
80,
281,
113,
98,
57,
55,
37,
71,
56,
41,
47,
32,
31,
59,
30,
17,
38,
59,
31,
44,
18,
26,
26,
36,
25,
11,
13,
11,
26,
21,
10,
34,
19,
4,
3,
2,
1,
7,
2,
3,
4,
0,
1,
0,
1,
0,
1,
4,
0,
2,
1,
1,
0,
2,
1,
4,
2,
4,
3,
0,
4,
4,
5,
0,
1,
2,
1,
8,
0,
0,
2,
2,
0,
2,
0,
3,
0,
0,
0,
0,
2,
1,
0,
0,
0,
2,
0,
0,
0,
0,
2,
1,
2,
1,
3,
2,
4,
1,
0,
1,
1,
2,
1,
0,
3,
1,
1,
0,
2,
0,
1,
1,
1,
0,
0,
2,
2,
0,
1,
2,
3,
1,
0,
2,
1,
2,
0,
2,
0,
2,
0,
1,
1,
0,
0,
3,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
2,
1,
4,
0,
0,
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
1,
1,
3,
1
] |
[
0,
1,
2,
0,
1,
1,
0,
0,
0,
0,
0,
0,
2,
1,
0,
1,
0,
0,
2,
4,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
2,
0,
2,
0,
2,
2,
0,
1,
3,
0,
0,
3,
0,
2,
0,
0,
1,
3,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
1,
0,
1,
1,
2,
0,
0,
0,
3,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
2,
0,
1,
0,
0,
0,
0,
0,
3,
2,
0,
1
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 0.00%",
"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3.47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: 28個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.47 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 28",
"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 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
[
122,
131,
136,
140,
223,
166,
148,
184,
216,
169,
218,
249,
193,
144,
140,
147,
235,
334,
225,
221,
203,
185,
205,
172,
259,
229,
199,
194,
176,
146,
163,
332,
249,
246,
175,
155,
172,
167,
200,
238,
274,
226,
223,
229,
419,
490,
541,
362,
231,
203,
191,
239,
408,
274,
445,
252,
154,
133,
167,
202,
467,
344,
188,
154,
158,
179,
204,
252,
208,
156,
156,
159,
147,
173,
225,
160,
136,
242,
203,
229,
358,
501,
217,
188,
141,
147,
165,
367,
418,
269,
134,
150,
197,
197,
217,
293,
399,
358,
187,
214,
187,
356,
401,
601,
288,
211,
365,
263,
416,
888,
1150,
2495,
1392,
940,
668,
808,
948,
1615,
656,
529,
584,
612,
703,
665,
644,
629,
475,
690,
534,
2490,
5457,
2911,
745,
712,
713,
672,
743,
3352,
4245,
2034,
858,
755,
749,
699,
849,
704,
1000,
855,
934,
823,
1098,
1324,
691,
737,
804,
875,
975,
1416,
1960,
1707,
1844,
1323,
1395,
1659,
5120,
8145,
4612,
3254,
3391,
6556,
7453,
13430,
9101,
6389,
5336,
5645,
4379,
3877,
8968,
7190,
4799,
4315,
6144,
3599,
6005,
9388,
7000,
3306,
2344,
2484,
2243,
1644,
1634,
1956,
1307,
944,
972,
930,
783,
1068,
1288,
857,
631,
598,
613,
603,
702,
893,
569,
464,
458,
409,
471,
454,
601,
468,
361,
262,
330,
356,
371,
405,
360,
246,
249,
195,
195,
305,
286,
236,
165,
243,
195,
161,
241,
233,
166,
158,
334,
883,
622,
354,
275,
219,
178,
155,
155,
178,
189,
206,
197,
142,
118,
133,
114,
357,
632,
158,
128,
131,
142,
142,
369,
517,
182,
158,
272,
512,
623,
754,
820,
564,
367,
410,
299,
281,
417,
525,
448,
231,
244,
257,
275,
414,
647,
499,
329,
303,
281,
277,
394,
475,
340,
256,
234,
219,
243,
379,
473,
295,
197,
181,
195,
200,
274,
400,
323,
186,
761,
908,
341,
340,
431,
342,
230,
203,
190,
176,
285,
300,
254,
156,
145,
153,
185,
216,
251,
204,
122,
159,
135,
140,
187,
256,
194,
121,
128,
124,
138,
174,
219,
177,
119,
119,
127,
202,
336,
339,
150,
172,
173,
144,
311,
782,
466,
241,
165,
157,
128,
396,
607,
402,
157,
177,
149,
131,
107,
255,
255,
188,
187,
141,
126,
208,
209,
222,
221,
204,
196,
138,
155,
219,
216,
201,
166,
153,
135,
176,
146,
584,
564,
191,
185,
164,
220,
460,
245,
410,
482,
603,
657,
598,
385,
219,
187,
139,
173,
130,
315,
350,
229,
221,
169,
125,
123,
130,
144,
205,
119,
138,
148,
136,
124,
162,
235,
145,
132,
136,
137,
107,
164,
199,
147,
106,
117,
154,
131,
148,
273,
214,
139,
140,
138,
142,
181,
199,
173,
133,
112,
138,
140,
197,
288,
202,
143,
126,
140,
350,
297,
427,
281,
258,
283,
194,
234,
375,
398,
318,
258,
325,
261,
231,
334,
379,
298,
229,
250,
189,
241,
272,
329,
218,
210,
232,
203,
181,
235,
262,
243,
275,
187,
156,
161,
211,
1050,
926,
339,
201,
624,
363,
282,
506,
750,
356,
177,
390,
320,
385,
391,
278,
219,
236
] |
[
339,
341,
480,
456,
338,
353,
281,
247,
220,
280,
350,
268,
255,
212,
330,
324,
359,
438,
328,
397,
343,
678,
966,
1156,
2462,
1106,
1270,
1098,
987,
915,
1786,
2197,
1410,
4253,
3981,
2779,
1940,
1381,
1154,
2996,
1602,
1766,
1199,
981,
923,
1011,
1242,
1202,
588,
595,
487,
660,
688,
562,
489,
397,
451,
414,
376,
501,
638,
474,
339,
329,
282,
299,
421,
337,
250,
307,
233,
272,
284,
333,
301,
237,
213,
208,
164,
219,
254,
187,
189,
239,
169,
224,
215,
475,
314,
175,
182,
154,
176,
223,
278,
198
] |
[
"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: 93.44%",
"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1.94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: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 93.44%",
"Forecasted change rate: [column_0] Forecasted change rate: -41.59%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.94 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
136,
127,
122,
151,
141,
162,
149,
174,
130,
165,
170,
155,
131,
133,
155,
151,
156,
142,
124,
124,
105,
154,
94,
103,
82,
76,
89,
126,
79,
111,
95,
88,
97,
74,
126,
96,
94,
139,
108,
109,
83,
103,
74,
83,
99,
111,
104,
106,
128,
80,
89,
86,
113,
102,
110,
99,
82,
95,
120,
97,
80,
108,
124,
110,
130,
186,
173,
156,
224,
284,
145,
128,
85,
114,
80,
90,
103,
143,
83,
115,
96,
103,
83,
85,
135,
118,
102,
111,
112,
125,
77,
92,
92,
97,
149,
118,
116,
132,
98,
188,
160,
143,
145,
189,
133,
132,
133,
119,
129,
121,
99,
110,
93,
102,
139,
93,
104,
100,
83,
74,
111,
132,
76,
96,
81,
65,
70,
93,
99,
131,
103,
99,
109,
120,
106,
139,
229,
118,
123,
201,
210,
113,
124,
107,
112,
131,
92,
64,
110,
102,
72,
84,
84,
105,
139,
112,
80,
104,
66,
106,
110,
77,
111,
91,
156,
111,
105,
122,
99,
82,
61,
92,
86,
94,
86,
103,
70,
74,
113,
116,
58,
75,
91,
77,
107,
75,
97,
88,
85,
70,
85,
81,
90,
68,
135,
107,
83,
73,
92,
84,
107,
126,
104,
79,
75,
91,
84,
68,
68,
66,
73,
82,
62,
58,
64,
70,
94,
70,
90,
106,
73,
43,
43,
45,
77,
75,
85,
67,
82,
77,
77,
97,
100,
119,
102,
97,
89,
85,
113,
97,
97,
84,
120,
99,
75,
95,
97,
81,
110,
129,
103,
81,
117,
84,
72,
73,
96,
78,
80,
73,
122,
87,
114,
100,
105,
140,
125,
163,
134,
277,
230,
218,
246,
290,
153,
112,
121,
108,
91,
123,
75,
99,
111,
104,
113,
117,
178,
131,
153,
135,
79,
118,
101,
94,
156,
78,
86,
97,
88,
96,
104,
106,
105,
86,
77,
100,
81,
113,
173,
136,
110,
97,
110,
126,
121,
127,
136,
93,
109,
123,
163,
190,
165,
164,
175,
190,
146,
202,
253,
333,
309,
243,
203,
365,
351,
446,
329,
376,
437,
551,
323,
331,
362,
330,
452,
891,
593,
1675,
1463,
817,
666,
1206,
687,
432,
332,
467,
1206,
803,
564,
378,
329,
1358,
1259,
906,
487,
443,
489,
2199,
1848,
1137,
732,
665,
2324,
1181,
485,
504,
573,
374,
336,
375,
183,
157,
121,
167,
138,
145,
98,
154,
164,
114,
119,
102,
106,
121,
252,
216,
115,
182,
151,
189,
216,
222,
98,
224,
149,
122,
150,
138,
117,
164,
163,
194,
157,
192,
269,
154,
293,
465,
228,
104,
130,
108,
173,
110,
112,
108,
94,
190,
274,
186,
325,
175,
149,
113,
116,
107,
74,
108,
70,
76,
78,
238,
68,
67,
102,
59,
67,
70,
98,
44,
61,
50,
55,
89,
91,
78,
35,
76,
68,
81,
71,
39,
60,
69,
71,
107,
112,
92,
93,
84,
62,
93,
74,
77,
85,
94,
92,
102,
75,
81,
1953,
170,
82,
88,
92,
56,
84,
91,
87,
107,
154,
81,
66,
65,
79,
70,
82,
75,
59,
77,
136,
139,
80,
108,
51,
88,
61,
44,
69,
104,
58,
69
] |
[
56,
47,
60,
60,
68,
69,
47,
62,
63,
62,
98,
89,
92,
58,
70,
45,
74,
61,
62,
59,
81,
44,
65,
78,
65,
51,
45,
48,
60,
97,
43,
77,
53,
49,
57,
61,
57,
60,
34,
89,
66,
50,
59,
309,
54,
64,
57,
83,
74,
109,
61,
48,
52,
61,
58,
43,
106,
69,
50,
66,
61,
40,
30,
44,
35,
34,
61,
59,
54,
46,
45,
72,
71,
43,
64,
85,
93,
103,
80,
60,
45,
48,
62,
90,
68,
95,
68,
45,
74,
72,
53,
84,
72,
72,
69,
53
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -49.26%",
"予測される変化率: [カラム_0] 予測される変化率: -5.36%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.49倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -49.26%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.36%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.49 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 92 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1666,
1601,
1506,
1486,
1758,
1819,
1727,
1686,
1659,
1360,
1321,
1654,
1749,
1643,
1491,
1487,
1313,
1313,
1496,
1682,
1514,
1487,
1414,
1328,
1417,
1706,
1662,
1667,
1455,
1394,
1379,
1297,
1584,
1565,
1620,
1383,
1911,
1653,
1398,
1669,
1833,
1840,
1809,
1578,
1456,
1513,
2029,
1861,
1747,
1662,
1440,
1432,
1357,
1667,
1804,
1611,
1510,
1441,
1414,
1519,
1835,
1907,
1725,
1694,
1619,
1603,
1712,
1802,
2059,
1786,
1748,
1893,
1685,
1573,
2002,
2485,
2209,
2160,
2090,
1965,
1933,
2550,
3851,
3229,
3007,
3295,
2808,
3269,
4695,
10277,
5980,
4563,
3942,
3682,
3829,
5138,
8324,
4861,
3946,
3374,
3205,
3435,
4393,
7644,
4579,
3720,
3877,
3084,
3392,
4212,
8237,
4911,
3871,
3602,
3414,
3400,
5677,
8457,
4940,
3870,
3654,
3165,
3105,
4794,
17911,
8321,
5896,
4992,
4509,
4258,
5408,
9440,
5126,
4109,
3410,
3254,
3347,
4348,
8143,
4662,
3809,
3524,
3365,
3511,
4661,
9566,
5138,
4213,
4080,
3934,
3676,
5075,
14734,
7494,
5459,
4603,
4205,
4421,
5708,
12002,
6751,
4859,
4217,
3859,
4180,
5315,
10349,
5935,
4812,
4452,
3831,
3714,
4566,
9186,
5846,
4291,
3433,
2611,
3173,
3839,
5159,
4479,
4095,
3122,
4015,
4979,
6405,
10204,
8623,
12271,
8715,
6295,
5974,
6815,
10401,
8561,
11629,
8102,
6589,
6297,
7054,
10117,
8925,
11143,
7604,
5963,
5621,
5900,
7865,
7245,
10099,
6773,
5317,
5080,
5635,
6787,
6717,
8982,
6253,
4898,
4808,
5186,
5864,
6329,
8550,
5323,
4604,
4538,
4985,
5786,
6213,
8293,
5787,
4872,
5179,
5230,
5523,
5729,
8858,
6147,
4855,
4778,
5078,
5278,
6057,
9260,
6265,
5033,
4758,
5582,
5793,
6135,
12210,
7969,
6202,
5199,
5613,
6344,
6544,
8724,
5747,
4472,
4295,
4678,
5134,
5594,
10321,
6450,
5988,
4884,
5242,
6528,
6892,
9766,
6538,
4992,
4708,
5237,
5489,
6064,
9612,
6246,
5048,
4913,
5257,
5682,
6017,
10639,
6929,
5555,
5052,
5588,
6050,
6610,
15739,
9055,
6629,
5833,
6181,
6196,
6067,
8256,
5810,
4759,
4301,
4565,
4720,
4160,
4357,
3769,
3282,
3092,
3463,
3475,
3224,
3450,
2866,
2687,
2734,
3005,
3006,
2918,
2766,
2806,
2598,
2552,
2903,
2541,
2441,
2502,
2688,
2400,
2224,
2489,
2559,
2397,
2402,
2283,
2016,
2112,
2489,
2223,
2189,
2017,
2001,
1923,
1725,
2117,
1962,
1824,
2034,
1815,
1698,
1697,
1918,
1952,
1876,
1845,
1802,
1533,
1489,
1819,
1696,
1683,
1799,
1677,
1543,
1471,
1758,
1702,
1611,
1576,
1477,
1375,
1353,
1465,
1669,
1446,
1395,
1424,
1340,
1338,
1587,
1647,
1561,
1465,
1352,
1233,
1225,
1503,
1506,
1497,
1331,
1387,
1226,
1201,
1420,
1540,
1477,
1459,
1358,
1224,
1301,
1474,
1717,
1760,
1846,
1548,
1372,
1401,
1624,
1696,
1580,
1604,
1507,
1375,
1495,
1818,
1953,
1781,
1762,
1676,
2436,
1734,
1935,
1990,
1913,
2056,
2006,
2030,
1937,
2305,
2463,
2432,
2262,
2111,
2071,
2084,
2422,
2595,
2713,
2544,
2461,
2410,
2498,
3292,
3693,
5198,
10588,
6184,
4476,
4398,
4854,
5095,
5541,
8288,
5265,
4055,
3943,
4347,
5383,
6088,
8082,
5139,
3917,
3954,
4416,
4935,
5901,
11214,
6363,
4540,
4287,
4491,
4650,
5219,
7866,
4766,
4023,
3803,
4077,
4766,
5489,
12429,
7480,
5526,
4605,
4880,
5399,
6419,
14525,
8391,
6366,
5317,
5479,
5727,
5700,
7820,
6092,
5344,
5070,
5435,
5573,
6311,
9297,
5558,
3999,
3747,
4170,
4266,
4680,
7502
] |
[
4964,
3753,
3739,
4168,
4425,
4808,
7668,
5179,
4413,
3810,
4118,
4406,
5121,
8162,
5291,
4296,
4136,
4408,
4714,
5210,
8318,
5309,
4121,
3942,
4256,
4878,
5162,
7464,
5529,
4193,
3319,
2734,
3627,
4344,
5000,
4909,
4380,
3378,
5674,
16927,
13372,
11373,
9486,
7934,
7439,
8453,
10538,
9902,
12500,
9427,
7288,
6479,
6913,
7861,
7253,
8864,
6903,
5465,
5386,
5924,
6377,
6375,
7144,
5803,
4989,
4701,
5237,
5544,
5472,
6332,
5577,
4723,
4512,
5230,
5325,
5167,
5711,
4847,
4188,
4237,
4779,
4824,
4498,
5084,
4744,
4538,
4156,
4635,
4601,
4581,
4762,
4477,
4093,
3917,
4126,
4017
] |
[
"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: 350.30%",
"予測される変化率: [カラム_0] 予測される変化率: -19.08%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.60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: 42個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 350.30%",
"Forecasted change rate: [column_0] Forecasted change rate: -19.08%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.60 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 42",
"First turning point: [column_0] First turning point: at data point 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 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] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 40.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
20,
31,
36,
16,
29,
29,
16,
28,
30,
28,
39,
33,
35,
40,
54,
42,
26,
30,
42,
50,
41,
37,
32,
35,
26,
35,
39,
30,
21,
33,
24,
26,
23,
17,
14,
17,
18,
16,
19,
19,
18,
23,
23,
29,
23,
11,
23,
20,
19,
14,
13,
15,
21,
15,
34,
25,
21,
17,
22,
23,
24,
23,
15,
24,
30,
22,
32,
20,
24,
35,
27,
28,
27,
15,
18,
28,
22,
19,
14,
24,
17,
19,
18,
18,
26,
20,
24,
17,
30,
27,
20,
21,
25,
15,
16,
15,
19,
21,
17,
19,
16,
15,
23,
24,
10,
40,
32,
18,
15,
19,
9,
31,
27,
16,
17,
18,
26,
23,
25,
23,
17,
24,
11,
25,
24,
20,
28,
20,
23,
26,
13,
26,
18,
37,
14,
36,
17,
23,
20,
15,
13,
28,
20,
17,
17,
15,
14,
16,
17,
56,
11,
11,
20,
15,
25,
27,
18,
27,
24,
21,
23,
31,
31,
26,
16,
20,
22,
23,
20,
34,
26,
25,
17,
26,
15,
21,
15,
15,
19,
15,
20,
14,
16,
11,
24,
13,
12,
28,
22,
16,
35,
29,
22,
19,
16,
20,
26,
21,
18,
26,
35,
34,
17,
25,
27,
27,
17,
22,
22,
19,
39,
47,
22,
21,
23,
16,
24,
30,
22,
27,
22,
30,
14,
25,
27,
26,
20,
22,
14,
33,
50,
31,
26,
33,
25,
29,
47,
30,
34,
30,
23,
16,
27,
27,
31,
34,
57,
29,
27,
32,
24,
25,
23,
20,
26,
70,
22,
27,
27,
18,
56,
45,
34,
44,
13,
24,
24,
24,
35,
17,
18,
20,
32,
80,
33,
27,
20,
32,
35,
36,
43,
33,
23,
18,
24,
53,
32,
27,
33,
34,
30,
30,
44,
48,
25,
34,
24,
17,
23,
29,
25,
29,
29,
44,
15,
34,
35,
50,
38,
31,
30,
41,
36,
33,
39,
34,
53,
31,
32,
36,
45,
42,
71,
57,
32,
83,
37,
52,
69,
50,
41,
27,
37,
26,
41,
41,
50,
58,
28,
62,
42,
55,
46,
64,
42,
33,
35,
34,
55,
41,
37,
41,
43,
55,
30,
44,
48,
68,
60,
54,
36,
35,
66,
58,
54,
65,
81,
34,
53,
55,
67,
77,
88,
87,
60,
64,
112,
83,
89,
76,
75,
63,
65,
125,
77,
92,
71,
76,
57,
69,
102,
129,
106,
106,
86,
70,
86,
141,
171,
180,
249,
375,
1376,
775,
1138,
2551,
1493,
898,
787,
773,
1099,
1943,
834,
719,
789,
1623,
1475,
1039,
1016,
389,
262,
396,
172,
137,
157,
92,
108,
100,
115,
81,
68,
64,
55,
63,
262,
73,
54,
126,
62,
59,
67,
79,
36,
48,
49,
42,
42,
36,
38,
37,
24,
30,
33,
33,
50,
60,
40,
38,
34,
37,
33,
29,
44,
32,
39,
36,
43,
37,
33,
34,
32,
28,
25,
28,
30,
35,
36,
27,
27,
42,
28,
37,
41,
30,
31,
22,
24,
27,
31,
21,
33,
35,
24,
22,
23,
21,
30,
32,
26,
39,
22,
26,
34,
28,
21,
28,
150,
26,
19,
38,
38,
24
] |
[
19,
18,
22,
28,
27,
48,
22,
26,
22,
12,
25,
22,
36,
27,
30,
57,
28,
25,
27,
40,
15,
34,
36,
26,
26,
44,
34,
32,
26,
16,
15,
24,
34,
19,
25,
29,
25,
35,
23,
46,
24,
36,
34,
19,
22,
26,
29,
25,
34,
32,
25,
31,
36,
29,
25,
18,
35,
23,
35,
19,
31,
30,
34,
24,
22,
18,
14,
19,
23,
17,
20,
19,
31,
24,
27,
24,
23,
24,
24,
33,
24,
27,
24,
23,
31,
19,
17,
31,
23,
28,
21,
25,
17,
24,
31,
25
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 20.00%",
"予測される変化率: [カラム_0] 予測される変化率: 31.58%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.03倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 63個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 20.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 31.58%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.03 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 63",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
110,
94,
105,
105,
147,
104,
98,
115,
108,
121,
171,
133,
120,
87,
95,
121,
121,
161,
144,
145,
131,
139,
112,
124,
147,
117,
80,
107,
104,
100,
87,
103,
97,
110,
203,
154,
118,
156,
178,
124,
132,
125,
139,
136,
165,
154,
161,
170,
153,
144,
326,
213,
158,
183,
161,
146,
137,
137,
188,
171,
171,
178,
134,
129,
98,
116,
129,
130,
164,
176,
168,
132,
136,
145,
154,
132,
84,
113,
196,
95,
136,
184,
181,
135,
148,
112,
129,
176,
161,
113,
111,
99,
119,
99,
121,
134,
103,
112,
104,
111,
123,
142,
141,
144,
150,
115,
118,
108,
140,
142,
102,
137,
117,
90,
111,
126,
147,
116,
95,
128,
121,
97,
102,
119,
134,
143,
109,
115,
94,
170,
219,
177,
160,
133,
110,
91,
184,
151,
143,
125,
126,
116,
80,
1371,
1180,
361,
167,
130,
116,
113,
108,
193,
120,
146,
103,
110,
99,
142,
159,
124,
134,
183,
171,
116,
128,
206,
172,
139,
102,
123,
185,
150,
138,
110,
79,
168,
134,
155,
151,
138,
145,
118,
118,
71,
91,
158,
335,
143,
157,
157,
120,
112,
315,
450,
325,
182,
140,
151,
151,
202,
212,
134,
126,
121,
156,
116,
376,
201,
155,
141,
124,
177,
660,
208,
230,
161,
130,
107,
123,
98,
193,
161,
157,
115,
136,
126,
111,
211,
242,
133,
145,
125,
107,
108,
180,
144,
132,
121,
140,
107,
114,
136,
136,
121,
110,
83,
112,
96,
129,
130,
118,
109,
97,
115,
120,
127,
135,
116,
115,
105,
117,
75,
131,
119,
127,
97,
107,
120,
94,
127,
147,
131,
114,
106,
109,
107,
111,
105,
149,
111,
85,
122,
83,
163,
142,
92,
128,
99,
108,
95,
96,
163,
112,
90,
96,
100,
129,
148,
156,
114,
136,
154,
111,
128,
150,
152,
109,
157,
178,
179,
266,
263,
268,
174,
120,
121,
136,
103,
146,
128,
86,
82,
118,
120,
120,
134,
171,
146,
113,
149,
141,
122,
153,
133,
166,
103,
102,
98,
111,
135,
131,
128,
116,
103,
97,
73,
99,
162,
122,
111,
100,
95,
79,
100,
147,
95,
121,
132,
79,
104,
122,
112,
94,
116,
105,
71,
82,
173,
120,
79,
96,
115,
89,
83,
108,
98,
86,
99,
108,
124,
94,
117,
166,
179,
97,
89,
108,
85,
88,
122,
97,
128,
97,
107,
100,
224,
124,
36014,
7364,
2099,
1005,
796,
468,
560,
374,
220,
189,
236,
183,
392,
427,
230,
202,
167,
166,
178,
292,
237,
194,
160,
196,
167,
198,
171,
253,
397,
262,
214,
223,
184,
217,
276,
197,
170,
162,
144,
109,
215,
286,
166,
178,
180,
118,
162,
164,
196,
143,
102,
104,
147,
139,
189,
168,
134,
159,
140,
117,
125,
138,
180,
115,
142,
134,
105,
97,
161,
126,
181,
126,
133,
87,
80,
124,
116,
140,
93,
109,
102,
99,
120,
124,
110,
81,
83,
99,
120,
145,
103,
87,
94,
86,
139,
86,
189,
137,
85,
251,
192,
120,
122,
147,
200,
153,
162,
116,
103,
92,
144,
125,
122,
81,
164
] |
[
95,
81,
132,
145,
108,
140,
129,
113,
105,
130,
148,
99,
120,
117,
95,
156,
132,
128,
113,
103,
105,
78,
103,
130,
116,
89,
129,
92,
103,
105,
90,
108,
74,
132,
94,
124,
1225,
379,
98,
98,
218,
215,
172,
120,
146,
183,
149,
121,
133,
100,
128,
163,
132,
69,
189,
116,
157,
144,
133,
227,
167,
161,
115,
107,
99,
151,
227,
125,
138,
123,
123,
108,
140,
160,
132,
114,
109,
130,
111,
144,
148,
116,
136,
119,
126,
130,
160,
199,
126,
182,
173,
158,
133,
153,
131,
124
] |
[
"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: 49.09%",
"予測される変化率: [カラム_0] 予測される変化率: 30.53%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.67倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 49.09%",
"Forecasted change rate: [column_0] Forecasted change rate: 30.53%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.67 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 72.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 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,
102,
211,
375,
1845,
1918,
2404,
2378,
1853,
2770,
2306,
3744,
869,
487,
390,
404,
357,
428,
366,
145,
150,
107,
129,
162,
162,
214,
154,
74,
92,
79,
71,
88,
107,
105,
94,
98,
97,
87,
148,
121,
59,
54,
61,
59,
63,
75,
108,
66,
53,
54,
39,
40,
48,
48,
32,
58,
41,
47,
37,
46,
49,
28,
26,
31,
41,
53,
39,
50,
28,
27,
26,
30,
43,
31,
30,
23,
16,
32,
16,
22,
25,
33,
28,
28,
24,
18,
25,
31,
29,
37,
19,
838,
1012,
1316,
1569,
2934,
1276,
1845,
1951,
1355,
1292,
2561,
3194,
263,
128,
88,
98,
96,
78,
78,
69,
63,
54,
47,
31,
37,
54,
36,
22,
29,
29,
21,
43,
48,
20,
29,
34,
17,
22,
38,
32,
24,
30,
33,
30,
23,
21,
32,
25,
19,
21,
23,
22,
29,
19,
20,
21,
29,
9,
10,
19,
21,
15,
42,
23,
24,
17,
35,
33,
26,
32,
34,
12,
16,
25,
20,
30,
20,
27,
25,
15,
28,
45,
32,
21,
14,
30,
29,
71,
34,
93,
104,
44,
40,
33,
34,
33,
34,
21,
14,
12,
22,
28,
44,
24,
29,
28,
32,
34,
29,
27,
23,
12,
24,
23,
11,
23,
30,
21,
24,
14,
14,
33,
16,
30,
8,
26,
22,
23,
21,
24,
32,
18,
10,
20,
28,
22,
25,
32,
10,
20,
33,
35,
45,
52,
68,
21,
22,
21,
28,
32,
38,
36,
25,
29,
29,
22,
27,
27,
31,
24,
17,
20,
18,
30,
22,
22,
15,
19,
11,
16,
11,
15,
17,
24,
19,
14
] |
[
13,
25,
14,
20,
17,
16,
22,
33,
16,
27,
33,
20,
13,
43,
21,
16,
11,
16,
23,
11,
10,
17,
9,
20,
13,
17,
13,
18,
19,
11,
23,
35,
25,
19,
14,
60,
17,
24,
31,
25,
12,
14,
24,
28,
17,
33,
16,
21,
22,
19,
16,
20,
23,
23,
21,
17,
20,
26,
37,
19,
14,
12,
20,
27,
22,
30,
16,
22,
10,
24,
22,
15,
21,
27,
9,
20,
16,
18,
19,
9,
74,
23,
14,
26,
20,
24,
32,
23,
24,
26,
43,
49,
10,
16,
22,
16
] |
[
"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: -86.27%",
"予測される変化率: [カラム_0] 予測される変化率: 23.08%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.17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: -86.27%",
"Forecasted change rate: [column_0] Forecasted change rate: 23.08%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.17 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 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] 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 72.",
"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 |
[
702,
775,
705,
557,
613,
835,
1043,
855,
813,
780,
718,
581,
695,
704,
620,
751,
678,
615,
590,
646,
655,
700,
610,
619,
580,
610,
662,
764,
679,
724,
703,
601,
580,
621,
681,
697,
697,
763,
642,
628,
614,
706,
668,
733,
723,
671,
638,
676,
733,
795,
761,
1515,
693,
775,
819,
916,
765,
791,
691,
631,
643,
687,
779,
711,
750,
689,
655,
768,
735,
777,
839,
686,
716,
601,
625,
768,
727,
723,
738,
683,
638,
669,
790,
780,
831,
837,
823,
827,
661,
822,
789,
849,
730,
2065,
606,
661,
809,
1018,
1205,
1035,
1318,
1039,
1173,
938,
934,
1085,
1089,
925,
839,
863,
897,
929,
1102,
987,
870,
762,
927,
862,
882,
886,
888,
920,
690,
651,
791,
819,
916,
956,
863,
795,
891,
916,
916,
890,
937,
743,
664,
776,
734,
785,
802,
1248,
749,
728,
701,
749,
1044,
809,
848,
820,
753,
767,
834,
857,
835,
844,
749,
661,
637,
704,
1327,
1030,
850,
664,
645,
708,
774,
740,
668,
607,
525,
514,
469,
545,
575,
660,
1024,
592,
685,
599,
819,
876,
918,
732,
554,
694,
632,
781,
762,
716,
679,
765,
634,
731,
1278,
979,
848,
878,
826,
705,
835,
825,
916,
868,
858,
758,
745,
642,
766,
821,
776,
830,
763,
691,
754,
737,
835,
832,
875,
822,
737,
732,
888,
870,
883,
1023,
782,
710,
822,
789,
1036,
1264,
901,
819,
700,
704,
813,
814,
781,
876,
746,
784,
760,
687,
820,
946,
819,
688,
696,
721,
689,
781,
2311,
1608,
1160,
890,
807,
1215,
968,
999,
1079,
996,
739,
706,
741,
744,
727,
608,
654,
713,
607,
1997,
884,
768,
749,
854,
657,
703,
1341,
1322,
1154,
977,
1055,
1122,
1504,
1131,
909,
888,
997,
979,
767,
857,
875,
950,
919,
969,
945,
686,
833,
932,
946,
969,
960,
828,
632,
779,
916,
998,
907,
847,
929,
786,
752,
1046,
1585,
1495,
1661,
1503,
1341,
1462,
2784,
2428,
3625,
2397,
2655,
1752,
1364,
1374,
1389,
1153,
1149,
906,
777,
911,
953,
1038,
1057,
1737,
2698,
1054,
987,
1180,
1010,
899,
959,
910,
784,
804,
937,
872,
1091,
873,
972,
3606,
1113,
853,
800,
676,
706,
766,
639,
577,
508,
652,
557,
611,
593,
576,
617,
594,
698,
680,
680,
642,
517,
547,
586,
586,
569,
665,
625,
545,
505,
698,
606,
625,
581,
575,
475,
501,
600,
551,
547,
528,
507,
491,
471,
609,
571,
540,
517,
616,
469,
432,
558,
513,
537,
528,
522,
416,
431,
587,
551,
519,
606,
518,
515,
461,
668,
553,
590,
580,
631,
546,
581,
812,
747,
705,
671,
581,
602,
562,
767,
851,
748,
713,
661,
674,
542,
640,
774,
733,
651,
728,
656,
663,
789,
756,
782,
741,
840,
675,
679,
943,
797,
789,
807,
721,
638,
652,
1068,
825,
825,
740,
802,
609,
872,
995,
959,
878,
939,
768,
675,
706,
805,
750,
760,
738,
696,
637,
628,
674,
657,
710,
661,
596,
544,
548,
566,
600,
689,
617,
712,
635,
610,
714,
730,
652,
625,
663,
582,
710,
681,
694,
635,
785,
761,
537,
604,
742,
733,
627
] |
[
631,
671,
610,
553,
726,
756,
691,
742,
616,
564,
606,
608,
594,
627,
1010,
813,
604,
551,
605,
589,
615,
552,
571,
461,
470,
511,
528,
582,
566,
565,
441,
513,
898,
639,
604,
581,
581,
504,
472,
640,
610,
741,
535,
528,
520,
619,
589,
649,
691,
708,
687,
551,
565,
694,
648,
703,
905,
658,
551,
555,
676,
616,
663,
602,
662,
589,
560,
714,
818,
836,
707,
581,
533,
576,
852,
754,
688,
700,
681,
691,
615,
714,
672,
692,
745,
721,
659,
638,
813,
818,
709,
664,
804,
649,
602,
628
] |
[
"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: -10.68%",
"予測される変化率: [カラム_0] 予測される変化率: -0.48%",
"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: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -10.68%",
"Forecasted change rate: [column_0] Forecasted change rate: -0.48%",
"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: 54",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 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 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 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
3,
2,
4,
7,
3,
3,
8,
5,
6,
9,
12,
6,
2,
12,
3,
4,
2,
12,
31,
4,
5,
10,
1,
2,
5,
2,
3,
2,
6,
3,
2,
2,
1,
4,
1,
1,
1,
2,
4,
5,
2,
2,
3,
4,
3,
4,
3,
3,
2,
5,
2,
2,
4,
4,
7,
2,
8,
1,
8,
2,
4,
7,
4,
4,
4,
5,
3,
1,
2,
4,
5,
6,
4,
7,
4,
3,
5,
8,
3,
5,
0,
7,
5,
6,
2,
9,
6,
3,
5,
5,
4,
4,
5,
5,
6,
5,
2,
9,
6,
5,
5,
3,
7,
4,
5,
2,
4,
5,
6,
5,
6,
14,
9,
4,
7,
8,
7,
5,
3,
1,
3,
4,
5,
8,
3,
6,
6,
0,
3,
5,
6,
4,
1,
14,
5,
5,
5,
3,
3,
1,
4,
6,
2,
4,
2,
2,
13,
5,
3,
2,
5,
5,
2,
6,
5,
4,
3,
5,
4,
7,
1,
1,
12,
4,
4,
2,
3,
3,
6,
5,
2,
7,
6,
5,
11,
7,
4,
9,
9,
5,
7,
2,
5,
2,
2,
8,
4,
2,
11,
2,
4,
6,
4,
5,
4,
1,
3,
5,
4,
5,
3,
8,
14,
4,
4,
5,
5,
2,
7,
11,
3,
8,
3,
5,
5,
6,
0,
6,
4,
5,
3,
6,
2,
2,
5,
10,
9,
8,
4,
9,
3,
6,
4,
9,
2,
14,
7,
14,
11,
8,
7,
10,
7,
6,
2,
10,
3,
5,
9,
6,
9,
164,
3,
4,
3,
12,
4,
4,
25,
7,
20,
8,
10,
5,
8,
9,
11,
44,
9,
8,
8,
10,
7,
8,
13,
6,
10,
8,
11,
8,
7,
5,
6,
24,
12,
12,
9,
17,
20,
18,
7,
11,
14,
12,
8,
10,
12,
15,
11,
17,
10,
6,
7,
9,
10,
14,
10,
11,
11,
8,
15,
4,
14,
4,
7,
8,
8,
2,
7,
2,
5,
3,
5,
6,
5,
6,
6,
0,
5,
4,
2,
1,
26,
3,
8,
12,
7,
5,
4,
32,
6,
4,
4,
3,
9,
4,
23,
6,
5,
4,
4,
4,
4,
6,
1,
7,
4,
6,
4,
4,
7,
1,
3,
3,
1,
2,
9,
3,
14,
3,
6,
6,
6,
6,
3,
3,
5,
6,
3,
11,
9,
10,
10,
8,
4,
4,
4,
6,
4,
4,
7,
6,
9,
2,
10,
5,
2,
7,
4,
3,
6,
10,
4,
5,
10,
1,
7,
7,
6,
7,
9,
1,
5,
2,
7,
3,
7,
6,
2,
8,
4,
2,
3,
7,
2,
4,
5,
1,
3,
5,
5,
5,
3,
9,
12,
4,
7,
11,
3,
6,
9,
5,
5,
11,
6,
7,
2,
9,
5,
3,
6,
6,
2,
2,
1,
5,
6,
3,
4,
7,
7,
4,
2,
2,
3,
4,
6,
3,
2,
5,
3,
0,
4,
15,
16,
8,
8,
8,
4,
8,
0,
3,
4,
6,
0,
0,
6,
24,
2,
3,
3,
4,
2,
5,
5,
1,
7,
0,
0,
4,
6,
2,
1,
3,
0,
0,
6,
5,
2,
2,
7,
3
] |
[
4,
3,
6,
6,
1,
4,
2,
3,
2,
8,
8,
2,
6,
0,
5,
2,
9,
5,
3,
1,
3,
9,
5,
8,
7,
7,
8,
10,
7,
2,
3,
3,
6,
7,
1,
7,
6,
3,
2,
6,
2,
2,
2,
5,
4,
5,
0,
6,
1,
3,
2,
6,
2,
2,
3,
8,
4,
7,
12,
1,
1,
0,
3,
4,
2,
3,
6,
6,
5,
2,
6,
3,
5,
6,
3,
5,
2,
0,
6,
2,
4,
0,
2,
7,
5,
1,
9,
2,
4,
2,
3,
5,
3,
6,
1,
1
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 0.00%",
"予測される変化率: [カラム_0] 予測される変化率: -75.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.33倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: 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: -75.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.33 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 59",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 30.",
"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 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2,
1,
2,
0,
1,
2,
2,
4,
4,
4,
0,
2,
2,
3,
3,
2,
3,
5,
3,
4,
2,
1,
3,
4,
3,
1,
1,
2,
5,
7,
5,
3,
1,
0,
10,
0,
5,
4,
2,
2,
2,
4,
1,
1,
3,
4,
4,
3,
2,
1,
2,
3,
1,
4,
3,
3,
4,
1,
3,
5,
7,
4,
2,
4,
7,
8,
4,
4,
3,
2,
2,
4,
7,
4,
7,
2,
5,
5,
4,
6,
5,
13,
6,
14,
3,
5,
8,
7,
5,
1,
4,
5,
4,
4,
5,
4,
3,
4,
4,
1,
3,
8,
3,
7,
6,
31,
13,
5,
4,
5,
5,
5,
4,
3,
3,
10,
7,
4,
5,
3,
3,
4,
6,
4,
4,
4,
4,
3,
8,
5,
2,
3,
4,
2,
4,
5,
4,
3,
4,
4,
7,
4,
4,
6,
3,
2,
3,
6,
3,
3,
6,
6,
4,
1,
3,
5,
3,
7,
6,
2,
2,
5,
1,
4,
5,
3,
2,
3,
6,
2,
4,
5,
4,
1,
5,
6,
3,
4,
8,
4,
5,
3,
5,
5,
5,
5,
7,
2,
6,
4,
3,
5,
5,
10,
6,
3,
8,
0,
5,
5,
4,
3,
3,
3,
3,
2,
2,
5,
5,
5,
4,
4,
4,
3,
6,
4,
7,
2,
7,
4,
4,
6,
6,
3,
2,
2,
5,
4,
6,
4,
6,
8,
4,
3,
5,
3,
5,
5,
3,
4,
4,
6,
4,
8,
1,
4,
2,
2,
3,
6,
5,
3,
1,
2,
2,
5,
6,
3,
2,
3,
1,
6,
4,
3,
6,
5,
8,
1,
2,
3,
6,
6,
1,
3,
3,
5,
4,
5,
4,
5,
3,
3,
1,
6,
2,
4,
2,
3,
4,
5,
2,
2,
4,
2,
4,
5,
3,
4,
2,
4,
3,
3,
4,
6,
4,
1,
3,
2,
0,
1,
9,
4,
3,
4,
4,
3,
5,
4,
2,
5,
5,
4,
3,
0,
4,
2,
4,
1,
1,
3,
1,
1,
6,
2,
3,
4,
2,
1,
1,
6,
2,
4,
5,
3,
2,
3,
2,
2,
5,
2,
1,
2,
2,
3,
4,
4,
1,
3,
0,
3,
7,
1,
2,
1,
5,
3,
4,
3,
5,
2,
4,
5,
3,
3,
10,
0,
3,
4,
5,
9,
1,
4,
3,
3,
5,
4,
1,
3,
3,
3,
3,
7,
6,
3,
6,
5,
3,
3,
3,
3,
2,
0,
3,
1,
2,
1,
4,
5,
4,
5,
2,
4,
3,
2,
3,
1,
7,
8,
2,
4,
20,
17,
6,
5,
3,
4,
3,
12,
6,
1,
7,
4,
4,
5,
17,
12,
9,
13,
1,
5,
4,
3,
2,
6,
4,
2,
2,
3,
2,
2,
3,
7,
7,
8,
3,
4,
2,
3,
9,
10,
4,
3,
1,
41,
3,
5,
2,
3,
4,
2,
2,
4,
5,
3,
6,
3,
2,
2,
2,
2,
1,
3,
1,
1,
2,
1,
4,
4,
2,
3,
7,
2,
3,
5,
2,
10,
4,
3,
6,
2,
9,
8,
3,
5,
4,
2,
3,
4,
8,
2,
1,
4
] |
[
4,
3,
4,
5,
4,
5,
3,
4,
3,
6,
1,
2,
4,
4,
2,
1,
6,
4,
3,
0,
1,
6,
10,
13,
7,
7,
63,
8,
7,
3,
15,
18,
12,
6,
2,
2,
4,
4,
11,
19,
7,
6,
6,
6,
4,
4,
5,
3,
2,
2,
1,
8,
2,
2,
1,
4,
2,
5,
5,
6,
6,
1,
7,
8,
3,
7,
4,
8,
12,
5,
4,
0,
6,
2,
3,
5,
1,
1,
3,
3,
1,
6,
1,
2,
1,
2,
10,
1,
3,
5,
2,
1,
3,
9,
10,
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: 100.00%",
"予測される変化率: [カラム_0] 予測される変化率: 0.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.95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: 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: 100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.95 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 43",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 48 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
137,
161,
113,
104,
129,
152,
171,
141,
210,
138,
100,
113,
178,
175,
180,
127,
104,
116,
199,
188,
201,
200,
171,
250,
159,
144,
592,
220,
154,
131,
187,
94,
184,
191,
210,
129,
149,
162,
110,
118,
173,
163,
142,
159,
113,
113,
120,
180,
156,
139,
155,
171,
199,
299,
239,
199,
158,
167,
147,
110,
128,
140,
174,
140,
238,
140,
130,
146,
158,
193,
175,
170,
163,
161,
181,
214,
206,
210,
210,
185,
140,
179,
218,
179,
197,
178,
164,
181,
153,
201,
179,
210,
209,
138,
167,
207,
232,
223,
179,
175,
276,
146,
228,
179,
177,
209,
188,
164,
150,
210,
290,
192,
185,
416,
202,
148,
351,
215,
186,
247,
143,
168,
133,
187,
277,
323,
314,
230,
190,
172,
192,
199,
215,
208,
208,
208,
473,
592,
442,
386,
430,
287,
260,
170,
213,
247,
247,
369,
223,
216,
145,
167,
182,
190,
207,
231,
370,
165,
239,
284,
206,
213,
207,
151,
198,
235,
245,
188,
271,
225,
119,
127,
185,
152,
154,
242,
127,
147,
130,
179,
181,
162,
149,
122,
105,
194,
173,
234,
220,
233,
312,
228,
190,
219,
225,
276,
188,
810,
29033,
503,
446,
686,
358,
322,
288,
251,
263,
234,
290,
254,
200,
241,
173,
163,
200,
250,
216,
195,
301,
184,
330,
205,
218,
232,
183,
202,
157,
473,
210,
184,
221,
193,
184,
202,
171,
190,
205,
208,
204,
172,
162,
145,
255,
216,
213,
195,
162,
210,
159,
215,
363,
210,
205,
210,
166,
496,
338,
261,
304,
283,
224,
170,
127,
149,
610,
240,
395,
233,
382,
178,
180,
389,
267,
198,
192,
173,
149,
131,
174,
199,
157,
187,
163,
160,
146,
179,
149,
189,
185,
162,
142,
167,
250,
187,
163,
179,
167,
134,
236,
198,
175,
206,
197,
169,
123,
160,
185,
179,
174,
147,
156,
119,
170,
209,
182,
173,
171,
141,
108,
158,
156,
161,
166,
155,
141,
134,
144,
188,
171,
210,
167,
141,
117,
148,
218,
184,
178,
190,
178,
137,
175,
201,
180,
227,
152,
159,
149,
151,
188,
218,
163,
205,
167,
121,
227,
554,
193,
247,
177,
163,
153,
128,
180,
167,
255,
150,
136,
119,
198,
167,
175,
171,
155,
135,
131,
136,
183,
206,
133,
241,
323,
192,
333,
205,
224,
179,
150,
161,
129,
154,
196,
296,
169,
204,
129,
124,
123,
148,
178,
373,
664,
154,
132,
141,
174,
159,
360,
167,
293,
108,
112,
178,
182,
170,
169,
147,
160,
135,
163,
187,
207,
156,
210,
162,
243,
206,
225,
153,
147,
130,
114,
129,
185,
174,
171,
216,
220,
133,
150,
207,
248,
179,
164,
169,
132,
160,
214,
194,
152,
171,
144,
156,
132,
158,
198,
186,
156,
155,
137,
163,
178,
170,
164,
178,
145,
131,
175,
214,
197,
216,
141,
186,
169,
157,
170,
191,
236,
182,
181,
410,
222,
253,
780,
236,
172,
190,
204,
161,
175,
192,
192,
169,
175,
145,
182,
195,
151,
164,
217,
147,
122,
175,
171,
152,
174,
192,
151,
104,
155,
190,
149,
173
] |
[
168,
251,
137,
163,
197,
174,
174,
152,
145,
139,
191,
142,
171,
190,
152,
118,
183,
149,
170,
165,
164,
185,
174,
120,
178,
254,
175,
140,
163,
168,
100,
131,
105,
200,
184,
147,
218,
123,
132,
368,
320,
425,
391,
268,
192,
215,
235,
154,
202,
195,
185,
142,
167,
204,
226,
172,
171,
167,
131,
310,
188,
202,
236,
199,
152,
214,
196,
238,
225,
194,
232,
199,
177,
171,
249,
181,
183,
231,
169,
132,
153,
193,
186,
155,
152,
142,
166,
139,
161,
211,
291,
181,
172,
454,
450,
294
] |
[
"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: 26.28%",
"予測される変化率: [カラム_0] 予測される変化率: 75.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.76倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 26.28%",
"Forecasted change rate: [column_0] Forecasted change rate: 75.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.76 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
185,
131,
131,
136,
130,
131,
134,
136,
94,
119,
116,
122,
121,
133,
112,
93,
96,
108,
86,
87,
95,
89,
91,
94,
83,
120,
54,
76,
106,
88,
127,
87,
81,
63,
98,
94,
60,
63,
23,
8,
36,
8,
10,
8,
4,
5,
3,
5,
41,
7,
1,
0,
15,
29,
3,
1,
0,
2,
0,
2,
0,
0,
6,
4,
3,
0,
1,
3,
3,
2,
2,
0,
13,
1,
0,
0,
0,
2,
0,
0,
0,
1,
0,
4,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
2,
6,
1,
0,
2,
2,
0,
0,
4,
2,
1,
1,
0,
2,
1,
1,
1,
0,
1,
0,
0,
0,
2,
1,
0,
1,
0,
3,
0,
0,
0,
1,
0,
0,
1,
0,
0,
1,
2,
0,
0,
1,
0,
0,
5,
1,
0,
0,
0,
0,
1,
0,
0,
0,
4,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
3,
0,
0,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
3,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0
] |
[
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
2,
0,
4,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
23,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
2,
0,
0,
1,
0,
0,
0,
0,
0,
0,
2,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -100.00%",
"予測される変化率: [カラム_0] 予測される変化率: -100.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.66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: 16個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.66 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 16",
"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 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 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
[
1628,
1631,
1246,
828,
972,
1402,
1475,
1509,
1474,
1207,
1003,
1116,
1413,
1551,
1491,
1258,
1154,
847,
1099,
1441,
1441,
1476,
1319,
1087,
889,
1120,
1664,
1755,
2289,
1518,
1223,
925,
1093,
1118,
1534,
1800,
1587,
1337,
1074,
1489,
1578,
1550,
1642,
1565,
1364,
1027,
1208,
1520,
1760,
1726,
1631,
1406,
1107,
1278,
1651,
1771,
1654,
1461,
1244,
1104,
1490,
1788,
1761,
1896,
1757,
1577,
1107,
1364,
1617,
1778,
1629,
1499,
1421,
1148,
1151,
1534,
1517,
1494,
1504,
1171,
1262,
1261,
1519,
1660,
1597,
1716,
1422,
1112,
1252,
1614,
1578,
1736,
1535,
1425,
1031,
1129,
1580,
1585,
1719,
1587,
1250,
1157,
1307,
1669,
2011,
1732,
1992,
1647,
1158,
1437,
1753,
1851,
1824,
1900,
1555,
1185,
1572,
2087,
2168,
2050,
1872,
1558,
1051,
1242,
1685,
1959,
2131,
2253,
1904,
1210,
1679,
2226,
2478,
2415,
1967,
1613,
1339,
1861,
2174,
2451,
2407,
2380,
1840,
1151,
1559,
2339,
2191,
2152,
1778,
1356,
1121,
1298,
1747,
1712,
1808,
1598,
1186,
930,
1128,
1352,
1646,
1419,
1310,
1152,
742,
991,
1113,
1082,
1004,
928,
761,
624,
590,
742,
752,
570,
488,
398,
611,
629,
749,
806,
853,
592,
458,
823,
803,
1023,
897,
917,
1005,
865,
818,
899,
994,
1035,
1123,
935,
855,
768,
893,
1212,
1094,
1007,
1027,
870,
786,
757,
967,
1052,
1055,
948,
830,
655,
766,
880,
913,
991,
1087,
947,
853,
929,
1099,
1588,
1282,
1285,
1239,
954,
1256,
1116,
1182,
1291,
1294,
1055,
950,
1086,
1303,
1210,
1350,
1212,
1128,
1041,
1125,
1226,
1222,
1241,
1193,
1073,
989,
1216,
1551,
2083,
1480,
1435,
1154,
1098,
1244,
1333,
1544,
1631,
1567,
1394,
934,
954,
1156,
1141,
1057,
897,
893,
1176,
1145,
1535,
1743,
1615,
1644,
1391,
1117,
1376,
1863,
1914,
1915,
2042,
1446,
1110,
1515,
2231,
2182,
2295,
2152,
1678,
1301,
1781,
2378,
2580,
2494,
2497,
1958,
2720,
1952,
2625,
3054,
3573,
2421,
2183,
1650,
1895,
2730,
3096,
2797,
2552,
1748,
1369,
1826,
2706,
2708,
3018,
2821,
2020,
1441,
1928,
2684,
3224,
3202,
3054,
2300,
1611,
2337,
3440,
3405,
3308,
2581,
2058,
1606,
2169,
2958,
2961,
3081,
2648,
1823,
1804,
2195,
2887,
3193,
2881,
2644,
1910,
1437,
1727,
2290,
2657,
2476,
2007,
1390,
1713,
1178,
1715,
1659,
1699,
1530,
1151,
953,
1142,
1124,
1472,
1567,
1521,
1126,
875,
1201,
1305,
1418,
1579,
1610,
1181,
888,
1088,
1962,
1375,
1265,
1227,
1013,
842,
973,
1328,
1289,
1183,
1167,
942,
816,
944,
1123,
1182,
1365,
1130,
1556,
822,
1178,
1338,
1413,
1302,
1338,
1128,
884,
1058,
1411,
1384,
1390,
1443,
1089,
813,
883,
1286,
1418,
1385,
1449,
1278,
884,
1046,
1441,
1511,
1691,
1501,
1168,
959,
1152,
1615,
1629,
1617,
1472,
1374,
839,
1125,
1554,
1714,
1527,
1392,
1583,
1880,
1310,
1482,
1656,
1490,
1266,
1057,
905,
1017,
1374,
1490,
1423,
1498,
1209,
1122,
1153,
1511,
1462,
1490,
1471,
1400,
882,
1112,
1443,
1432,
1607,
1397,
1256,
890,
937,
1345,
1395,
1386,
1561,
1249,
980,
1072,
1358,
1552,
1567,
1475,
1213,
1071,
1203,
1589,
1794,
1431,
1509,
1137,
885,
1163,
1425,
1475,
1449,
1512,
1358,
1083,
1391,
1980,
2002,
2361,
1993,
1610,
1380,
1690,
2025,
1914,
1749,
1847,
1514,
1127,
1237,
1679,
1785,
1828
] |
[
1702,
1348,
1288,
1398,
1712,
1646,
1451,
1381,
1092,
883,
1132,
1341,
1288,
1248,
1164,
1181,
912,
980,
1114,
1167,
1158,
1120,
942,
746,
1065,
936,
877,
780,
916,
628,
673,
403,
858,
682,
756,
736,
737,
524,
508,
800,
940,
979,
813,
832,
700,
742,
817,
1110,
1058,
1067,
936,
739,
823,
1083,
4110,
1106,
1094,
1026,
840,
1130,
1007,
1141,
1079,
1072,
1098,
827,
779,
990,
1189,
1014,
1002,
877,
861,
925,
1345,
1674,
1275,
1076,
1053,
968,
1018,
1201,
1155,
1221,
1217,
1061,
848,
1027,
1243,
1221,
1274,
1192,
1010,
867,
878,
1121
] |
[
"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: 12.29%",
"予測される変化率: [カラム_0] 予測される変化率: -34.14%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.38倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 12.29%",
"Forecasted change rate: [column_0] Forecasted change rate: -34.14%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.38 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 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 6 での自己相関は強いです。",
"部分自己相関: [カラム_0] ラグ 6 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 6.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 6.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1028,
1108,
863,
739,
715,
950,
942,
910,
871,
830,
562,
643,
866,
766,
731,
667,
545,
517,
556,
689,
662,
625,
637,
456,
317,
450,
656,
433,
481,
494,
390,
346,
337,
416,
540,
594,
550,
482,
429,
459,
575,
676,
688,
631,
674,
556,
562,
675,
798,
817,
743,
849,
623,
749,
1349,
2085,
2622,
2733,
2014,
1243,
1863,
2866,
3940,
4068,
3828,
2834,
1959,
2746,
4589,
4770,
4899,
5084,
4225,
2573,
3544,
5645,
7596,
6309,
4646,
2922,
1763,
2385,
2883,
3012,
2910,
2428,
1621,
1270,
1622,
2259,
2151,
2228,
2056,
1669,
1330,
1446,
1834,
2031,
1991,
1996,
1600,
1091,
1603,
1965,
1850,
1812,
1776,
1480,
919,
1117,
1670,
1852,
1906,
1977,
1724,
1063,
1236,
1484,
1769,
1510,
1257,
884,
637,
738,
1038,
1276,
1640,
1715,
1308,
842,
1124,
1581,
1892,
1661,
1589,
1316,
1007,
1314,
1412,
1836,
1804,
1631,
1514,
903,
1175,
1446,
1567,
1563,
1295,
967,
850,
1020,
1494,
1699,
1759,
1673,
1508,
759,
892,
1473,
1537,
1580,
1645,
1305,
841,
1044,
3269,
1281,
1120,
777,
553,
438,
598,
439,
450,
398,
382,
299,
368,
383,
475,
523,
468,
437,
370,
516,
515,
722,
839,
968,
1552,
1933,
1007,
1432,
3168,
4096,
3955,
3418,
2828,
1480,
2057,
3148,
4078,
4366,
4246,
3604,
1768,
2415,
4693,
6615,
6973,
6029,
3001,
2246,
2409,
5399,
9674,
13692,
14468,
10557,
4255,
6373,
11086,
14682,
14705,
13226,
9936,
4665,
6457,
13083,
19496,
22103,
22998,
20605,
9369,
15635,
39405,
77399,
149349,
63490,
11700,
8789,
13170,
15805,
10891,
8523,
6675,
4912,
2356,
2989,
4042,
4444,
3794,
2909,
2656,
1563,
2089,
2782,
3113,
2948,
2615,
1876,
779,
783,
908,
1016,
922,
894,
712,
784,
794,
1111,
1295,
1413,
1392,
1207,
915,
1075,
1747,
2708,
3230,
3578,
2532,
1498,
2182,
3393,
4220,
4629,
4758,
2760,
1307,
1845,
2464,
2435,
2586,
2386,
1657,
1001,
1425,
2070,
2062,
1948,
1466,
1099,
761,
887,
1590,
1828,
1718,
1729,
1420,
837,
995,
1244,
1068,
1424,
1754,
1201,
909,
1247,
1511,
1408,
1452,
1474,
1099,
808,
1154,
1498,
1558,
1583,
1336,
1155,
1005,
1009,
1422,
1655,
1594,
1551,
1213,
815,
1449,
1630,
1569,
1564,
1557,
1265,
760,
898,
1350,
1850,
1756,
1938,
1355,
957,
1369,
1447,
1531,
1264,
1058,
753,
672,
761,
1086,
1128,
1191,
1289,
926,
749,
641,
893,
807,
741,
810,
730,
573,
661,
713,
791,
739,
683,
639,
491,
499,
600,
643,
631,
656,
754,
471,
454,
571,
621,
599,
604,
538,
461,
466,
569,
609,
654,
563,
554,
706,
623,
725,
805,
716,
839,
791,
568,
675,
736,
1014,
981,
1043,
847,
772,
1050,
1895,
2407,
2428,
2453,
1922,
1170,
1624,
2336,
2800,
2757,
3567,
3220,
2382,
3440,
4086,
4383,
4488,
4478,
3403,
2340,
3307,
5440,
6614,
7037,
8224,
5588,
2667,
3182,
3251,
3283,
2795,
2415,
1945,
1257,
1711,
2268,
2230,
2127,
1846,
1278,
1005,
1272,
1662,
1715,
1818,
1631,
1239,
880,
1176,
1621,
1992,
1904,
1586,
1278,
771,
979,
1400,
1595,
1775,
1765,
1392,
892,
1295,
1637,
1633,
1373,
1265,
862,
675,
757,
996,
911,
2091,
1422,
1070,
739,
946,
1321,
1486,
1434,
1381,
1074,
837,
983,
1358,
1401,
1383,
1337,
1239,
680,
720,
975,
1198,
1422
] |
[
1237,
730,
697,
858,
1126,
1374,
1390,
1587,
1116,
635,
809,
1129,
1101,
1051,
964,
716,
525,
628,
832,
845,
819,
652,
539,
370,
356,
484,
446,
374,
354,
335,
269,
241,
269,
493,
392,
391,
354,
327,
311,
518,
920,
913,
912,
723,
635,
993,
1546,
2253,
2564,
2466,
2079,
966,
1699,
2534,
3127,
3120,
2939,
2345,
1278,
1868,
2944,
4053,
4470,
4041,
2345,
6768,
7865,
9380,
9411,
9242,
8799,
6714,
2742,
2974,
5275,
8328,
9545,
9915,
8082,
3242,
5152,
8476,
8517,
10855,
13917,
12091,
5692,
9273,
21777,
30739,
37000,
45421,
30679,
14779,
18904,
26739
] |
[
"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: 38.33%",
"予測される変化率: [カラム_0] 予測される変化率: 2061.60%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.63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: 38.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 2061.60%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.63 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 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
764,
687,
1009,
1886,
2390,
1120,
1643,
2052,
962,
820,
907,
1801,
1067,
1445,
825,
929,
1016,
974,
1401,
838,
799,
825,
789,
730,
1051,
1299,
950,
1015,
812,
736,
897,
812,
1045,
1576,
1227,
896,
828,
811,
875,
975,
947,
1157,
1010,
827,
790,
1375,
957,
808,
752,
731,
693,
692,
842,
801,
955,
832,
728,
616,
703,
809,
745,
652,
584,
668,
961,
883,
852,
885,
1025,
736,
1087,
776,
822,
1294,
2429,
1131,
891,
1069,
774,
860,
809,
922,
700,
729,
1055,
857,
677,
714,
1141,
643,
655,
843,
2562,
2421,
1163,
1303,
770,
905,
741,
734,
708,
808,
725,
707,
608,
692,
640,
606,
789,
942,
752,
784,
559,
697,
636,
758,
809,
637,
749,
685,
572,
700,
773,
744,
611,
634,
622,
803,
1357,
1561,
1479,
909,
897,
1510,
810,
1415,
886,
1478,
1827,
1117,
968,
876,
1009,
1068,
1489,
1021,
1215,
1244,
1534,
1232,
2596,
2957,
1554,
1374,
1262,
1187,
1011,
1097,
1234,
1223,
1351,
1163,
1508,
1319,
1453,
1770,
1342,
1263,
1818,
1138,
1195,
1085,
1151,
1091,
1003,
1070,
1260,
1357,
1236,
1264,
1424,
1073,
2092,
1496,
1380,
1533,
1821,
1753,
1511,
1044,
1044,
1123,
1558,
1217,
1005,
2043,
1399,
1131,
1011,
1153,
1557,
1349,
1066,
849,
901,
1132,
1113,
1619,
1162,
840,
812,
891,
845,
907,
1091,
991,
4987,
5235,
2912,
2716,
3045,
1779,
1050,
966,
1492,
912,
1090,
1963,
1296,
1636,
1508,
933,
1381,
1070,
1204,
1363,
1241,
1300,
779,
881,
1077,
1044,
1271,
1060,
1219,
965,
1053,
1214,
1293,
1389,
1465,
2597,
2476,
1116,
1152,
1770,
1056,
817,
796,
845,
820,
922,
818,
976,
858,
996,
693,
797,
1344,
1072,
1161,
914,
1014,
1168,
863,
853,
1344,
1032,
868,
869,
778,
784,
954,
1862,
2904,
1783,
1483,
967,
910,
821,
948,
1196,
875,
860,
924,
983,
785,
936,
1106,
799,
802,
1113,
1005,
840,
866,
1213,
900,
707,
1067,
940,
736,
1147,
1507,
955,
787,
924,
1056,
822,
973,
1058,
715,
1094,
985,
811,
876,
1288,
1374,
909,
776,
896,
1075,
973,
968,
1052,
979,
769,
752,
1182,
3408,
144825,
82603,
41393,
23047,
16183,
15342,
26869,
32709,
28143,
9880,
5598,
5582,
4055,
3381,
5240,
4723,
2094,
2314,
1921,
2051,
1651,
2125,
2035,
1612,
1368,
1204,
1407,
1398,
1201,
1329,
1205,
1353,
1061,
972,
1219,
1116,
968,
896,
1290,
944,
982,
1023,
936,
1109,
782,
824,
706,
835,
807,
847,
927,
995,
724,
709,
737,
697,
1124,
910,
991,
818,
652,
912,
1331,
886,
789,
753,
636,
673,
753,
661,
870,
1114,
883,
706,
601,
704,
706,
883,
1221,
833,
883,
938,
818,
1063,
871,
1110,
705,
660,
671,
684,
819,
1022,
767,
847,
946,
857,
750,
705,
1405,
811,
662,
621,
686,
584,
697,
870,
781,
691,
717,
672,
749,
633,
674,
727,
638,
564,
605,
708,
692,
1187,
77181,
25434,
897,
856,
723,
652,
945,
914,
648,
625,
598,
783,
663,
712,
828,
688,
554,
738,
540,
649,
1172,
621,
619,
526,
527,
610,
643,
778,
840,
618,
665,
640,
564,
659,
886,
974,
1070,
1021,
508,
710,
1850,
1803,
2040,
735,
773,
792,
945,
738,
878,
1081,
807,
1422,
858
] |
[
852,
937,
1048,
1066,
776,
722,
880,
765,
641,
966,
1350,
843,
862,
1093,
789,
981,
1371,
1955,
1084,
911,
939,
836,
1000,
1071,
1328,
1023,
999,
1063,
1107,
906,
1459,
1332,
1357,
1110,
989,
1356,
1201,
1584,
1397,
1058,
987,
840,
1156,
906,
983,
1808,
1266,
1031,
1222,
4066,
1916,
1549,
1274,
1051,
1489,
1291,
1319,
1104,
831,
985,
784,
721,
726,
641,
786,
804,
901,
669,
684,
658,
636,
767,
914,
935,
716,
703,
706,
689,
592,
706,
776,
708,
711,
654,
828,
757,
765,
1140,
704,
703,
674,
970,
698,
1534,
1342,
848
] |
[
"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: 12.30%",
"予測される変化率: [カラム_0] 予測される変化率: -0.47%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.11倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 12.30%",
"Forecasted change rate: [column_0] Forecasted change rate: -0.47%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.11 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
758,
817,
935,
864,
1027,
1051,
831,
833,
861,
965,
909,
1000,
1041,
985,
1070,
1050,
1005,
1011,
1251,
1546,
2477,
3282,
2332,
1226,
923,
1117,
1098,
966,
1021,
956,
1194,
830,
901,
1509,
1475,
1600,
1949,
1468,
1197,
1220,
1141,
1146,
1352,
1332,
1232,
1432,
1305,
1828,
1312,
1329,
1079,
1277,
2424,
1700,
1461,
1548,
1483,
1443,
1674,
1202,
1296,
1136,
889,
891,
1091,
1205,
1077,
1210,
1119,
1259,
1161,
1305,
1428,
1454,
1669,
1405,
1645,
1707,
2152,
2705,
10841,
14665,
6267,
3624,
3132,
2966,
2902,
2373,
2513,
2097,
1881,
1632,
1704,
1707,
1593,
1701,
1588,
1538,
1733,
1673,
1738,
1667,
1663,
1459,
1381,
1383,
1781,
1606,
1557,
1633,
1469,
1509,
1522,
1436,
1488,
1488,
1552,
1412,
1330,
1346,
1370,
1389,
1469,
1619,
2617,
3691,
1819,
2262,
1749,
1700,
1756,
1483,
1636,
1528,
1519,
1434,
1621,
1930,
1553,
1312,
1276,
1404,
1401,
1546,
1615,
1324,
1136,
1221,
1273,
1328,
1288,
1461,
1416,
1362,
1285,
1186,
1309,
1319,
1435,
1219,
1245,
1119,
1120,
1247,
1365,
1438,
1289,
1281,
1367,
1343,
1840,
1429,
1374,
1211,
1258,
1465,
1493,
1315,
1560,
8840,
3449,
1884,
1387,
835,
1142,
1485,
1507,
7157,
2753,
5652,
2251,
2558,
1997,
2136,
1818,
1620,
1647,
1780,
1558,
1658,
1568,
1501,
1526,
1508,
1432,
1671,
1574,
1484,
1337,
1908,
1661,
1665,
1326,
1382,
1442,
1218,
1634,
2145,
1334,
1524,
1693,
1541,
1330,
1256,
1180,
1087,
1205,
1351,
1227,
1161,
1033,
1264,
1295,
1405,
1685,
1497,
1554,
1366,
1266,
1932,
4080,
2063,
1660,
1331,
1251,
1243,
1280,
1228,
1529,
1475,
1445,
1211,
1124,
1120,
1225,
1169,
1326,
1170,
1130,
1086,
1142,
1236,
1311,
1368,
1417,
1301,
1424,
1280,
2556,
2942,
1866,
1610,
1435,
1319,
1257,
1223,
1385,
1424,
1177,
1091,
1266,
1247,
1132,
1083,
1170,
1056,
1065,
1164,
1461,
1506,
1153,
1233,
1238,
1247,
1249,
1159,
1223,
1457,
1595,
1094,
1040,
1158,
993,
985,
957,
970,
1284,
1110,
1209,
1020,
1054,
3523,
1535,
1021,
1244,
1252,
1277,
1228,
1065,
1251,
1243,
1040,
1150,
1221,
1217,
1000,
1072,
984,
1014,
963,
985,
949,
909,
998,
989,
987,
981,
913,
1074,
1024,
998,
1438,
1530,
1285,
1221,
1003,
1089,
3669,
1921,
1418,
1449,
1213,
1178,
1064,
1228,
1119,
1480,
1424,
1224,
1370,
960,
1011,
1067,
1209,
1030,
899,
913,
861,
781,
901,
990,
917,
920,
945,
1961,
994,
963,
1026,
856,
893,
890,
807,
872,
851,
898,
881,
1053,
953,
814,
932,
1982,
2938,
2236,
1422,
1252,
1161,
1073,
1140,
1087,
1079,
1042,
1062,
914,
1019,
1081,
1086,
972,
1580,
3297,
2525,
1954,
1961,
1601,
1309,
1309,
1333,
1083,
1067,
1247,
1255,
2005,
1374,
1376,
1505,
1227,
1240,
1339,
1190,
957,
1123,
1161,
1234,
1062,
1063,
1153,
1145,
1074,
1082,
1038,
922,
1054,
948,
885,
978,
1029,
1098,
1372,
8398,
3861,
1844,
1508,
1245,
1517,
1301,
1535,
1237,
1202,
1166,
1062,
1052,
1077,
994,
1188,
1080,
1081,
1150,
1180,
1090,
1058,
1021,
1050,
1119,
1170,
1357,
1158,
955,
1001,
1012,
1128,
1154,
1352,
2361,
3754,
2673,
2047,
1617,
1628,
1546,
1444,
1199,
1338,
1810,
1691,
1433,
1265,
1300,
1347,
1568,
1523,
1326,
1409,
1452,
1272,
1222,
1313,
1327,
1400,
1295,
1387,
1208,
1227,
1100
] |
[
1170,
1236,
1329,
1353,
1252,
1033,
1121,
1130,
1065,
1277,
1207,
1027,
1134,
1138,
1149,
1289,
1332,
1281,
1166,
1055,
1156,
1125,
1666,
1512,
3669,
4265,
3093,
6035,
3147,
2765,
2382,
3619,
8049,
19866,
10258,
4845,
2910,
1496,
2262,
2419,
6822,
3310,
4278,
2231,
2311,
2141,
2034,
1739,
1771,
1835,
1774,
1490,
1412,
1307,
1182,
1240,
1443,
1535,
1459,
1761,
1625,
1609,
1285,
1355,
1288,
1398,
1469,
1754,
1579,
1153,
1230,
1211,
1548,
1466,
1232,
1096,
1054,
1219,
1140,
1719,
1521,
1340,
933,
1169,
1335,
1298,
1369,
1550,
1196,
1154,
1074,
2029,
1954,
1719,
1437,
1743
] |
[
"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: 45.12%",
"予測される変化率: [カラム_0] 予測される変化率: 48.97%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.85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: 45.12%",
"Forecasted change rate: [column_0] Forecasted change rate: 48.97%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.85 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 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 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 shows a clear downward 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 |
[
159,
218,
176,
168,
150,
144,
202,
191,
149,
184,
185,
219,
209,
166,
194,
175,
156,
187,
200,
238,
186,
199,
199,
160,
157,
156,
187,
152,
203,
212,
171,
133,
165,
169,
224,
193,
214,
271,
226,
175,
174,
193,
184,
185,
238,
204,
203,
205,
214,
199,
173,
149,
172,
184,
197,
237,
189,
177,
235,
198,
242,
182,
365,
928,
1041,
889,
527,
691,
1089,
1179,
1129,
1076,
891,
535,
660,
933,
1001,
1013,
965,
678,
528,
544,
912,
879,
679,
666,
603,
420,
577,
803,
799,
737,
680,
565,
441,
535,
793,
793,
836,
733,
625,
457,
579,
802,
821,
856,
827,
640,
483,
641,
880,
792,
901,
798,
601,
465,
589,
807,
766,
719,
783,
567,
418,
406,
624,
455,
446,
549,
475,
423,
460,
626,
622,
607,
616,
604,
505,
495,
725,
672,
677,
665,
663,
425,
526,
671,
724,
710,
714,
564,
433,
476,
653,
702,
683,
667,
853,
449,
489,
658,
795,
768,
783,
641,
495,
522,
869,
711,
752,
828,
784,
610,
614,
883,
890,
933,
769,
644,
455,
371,
464,
353,
285,
268,
278,
353,
341,
381,
398,
376,
488,
357,
454,
479,
718,
743,
687,
736,
668,
607,
639,
720,
741,
740,
707,
629,
519,
561,
680,
884,
725,
705,
562,
444,
525,
611,
627,
638,
604,
542,
477,
545,
715,
723,
760,
684,
658,
509,
698,
663,
742,
667,
672,
588,
429,
433,
483,
592,
614,
594,
548,
477,
541,
636,
641,
566,
564,
447,
323,
349,
342,
413,
618,
681,
508,
381,
510,
612,
649,
612,
632,
437,
416,
416,
476,
437,
493,
435,
377,
329,
306,
434,
525,
502,
501,
453,
402,
407,
576,
570,
585,
498,
500,
358,
440,
641,
608,
599,
590,
422,
358,
422,
595,
563,
586,
611,
444,
375,
410,
606,
668,
564,
516,
386,
251,
241,
303,
467,
573,
494,
408,
262,
236,
345,
539,
643,
593,
520,
393,
415,
727,
740,
625,
570,
487,
367,
354,
540,
427,
471,
382,
393,
238,
283,
355,
313,
318,
437,
325,
278,
268,
407,
362,
400,
394,
331,
252,
238,
247,
404,
312,
371,
300,
239,
257,
319,
277,
312,
288,
275,
223,
228,
282,
256,
259,
252,
189,
177,
166,
194,
229,
186,
206,
183,
175,
173,
165,
204,
182,
207,
206,
190,
164,
168,
215,
213,
193,
194,
193,
202,
172,
199,
227,
192,
191,
224,
204,
214,
211,
206,
219,
197,
174,
213,
162,
207,
190,
172,
204,
190,
211,
180,
184,
208,
181,
213,
181,
180,
179,
240,
203,
155,
188,
188,
211,
175,
241,
202,
364,
856,
535,
600,
1084,
1159,
1237,
1254,
901,
486,
592,
1018,
1202,
1182,
1064,
802,
536,
673,
1019,
976,
1024,
882,
798,
471,
629,
913,
895,
930,
877,
628,
456,
652,
971,
896,
840,
867,
723,
554,
664,
985,
1021,
972,
958,
739,
543,
630,
967,
1066,
1016,
999,
800,
544,
692,
869,
949,
929,
791,
605,
434,
351,
520,
500,
541,
503,
361,
359,
426,
621,
735,
721,
750,
575,
451,
573,
702,
784,
824,
799,
693,
545,
540,
683,
809,
670
] |
[
719,
635,
470,
540,
777,
810,
757,
690,
576,
523,
1037,
747,
774,
699,
696,
597,
467,
501,
748,
803,
779,
757,
601,
499,
534,
830,
926,
890,
820,
790,
459,
455,
629,
651,
467,
331,
290,
231,
285,
287,
292,
355,
397,
398,
324,
477,
671,
609,
626,
767,
645,
500,
515,
902,
851,
784,
848,
702,
552,
676,
751,
792,
774,
787,
702,
513,
566,
708,
702,
846,
781,
647,
558,
603,
859,
768,
857,
791,
746,
528,
620,
831,
901,
844,
860,
709,
454,
509,
690,
689,
649,
497,
446,
495,
521,
739
] |
[
"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: 321.38%",
"予測される変化率: [カラム_0] 予測される変化率: 2.78%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.48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: 321.38%",
"Forecasted change rate: [column_0] Forecasted change rate: 2.78%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.48 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 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 6 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 6.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is 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 |
[
123,
125,
130,
122,
131,
140,
180,
161,
135,
114,
137,
154,
144,
164,
172,
217,
215,
196,
225,
227,
205,
167,
152,
106,
124,
165,
154,
123,
118,
118,
87,
104,
103,
149,
165,
128,
162,
150,
145,
159,
131,
140,
128,
145,
140,
204,
194,
208,
161,
165,
167,
171,
242,
268,
275,
214,
208,
260,
334,
241,
247,
173,
124,
122,
123,
125,
141,
145,
130,
116,
129,
120,
111,
116,
143,
128,
117,
118,
125,
107,
126,
136,
88,
88,
84,
91,
88,
80,
109,
84,
78,
81,
110,
104,
125,
131,
109,
92,
112,
111,
113,
136,
160,
118,
115,
82,
92,
75,
112,
123,
114,
96,
76,
78,
115,
100,
124,
96,
83,
80,
77,
92,
94,
143,
111,
113,
98,
172,
215,
599,
462,
215,
182,
155,
142,
144,
143,
141,
122,
111,
106,
101,
98,
165,
207,
159,
123,
229,
210,
159,
198,
220,
143,
153,
162,
136,
128,
143,
161,
103,
140,
113,
119,
146,
143,
143,
101,
140,
138,
126,
142,
133,
105,
105,
107,
115,
113,
132,
170,
159,
332,
393,
261,
169,
188,
229,
197,
193,
218,
224,
215,
219,
206,
196,
172,
162,
164,
169,
176,
147,
195,
134,
136,
166,
163,
141,
165,
172,
128,
159,
141,
130,
139,
145,
154,
137,
136,
132,
117,
155,
128,
168,
153,
174,
159,
183,
215,
196,
238,
180,
183,
163,
160,
149,
176,
190,
172,
157,
129,
120,
127,
137,
181,
168,
143,
153,
141,
122,
147,
184,
200,
165,
139,
186,
293,
219,
253,
155,
182,
158,
147,
155,
202,
243,
181,
174,
142,
138,
162,
185,
217,
183,
159,
160,
165,
203,
636,
1745,
1190,
642,
548,
421,
306,
246,
277,
198,
294,
2971,
1610,
907,
690,
453,
385,
297,
277,
252,
219,
224,
244,
201,
227,
206,
192,
200,
195,
269,
295,
286,
318,
501,
358,
385,
474,
396,
418,
349,
311,
255,
298,
366,
219,
246,
207,
220,
207,
235,
308,
202,
217,
207,
207,
214,
196,
212,
211,
169,
168,
181,
159,
172,
184,
159,
156,
148,
153,
155,
146,
195,
146,
156,
147,
184,
123,
126,
143,
133,
161,
124,
122,
114,
106,
126,
122,
140,
135,
115,
103,
140,
165,
165,
146,
123,
127,
116,
108,
119,
145,
128,
106,
117,
118,
101,
141,
140,
150,
127,
121,
115,
188,
1346,
855,
464,
458,
334,
284,
227,
206,
231,
202,
195,
226,
184,
171,
163,
209,
206,
157,
152,
153,
147,
176,
196,
173,
166,
195,
163,
161,
130,
167,
167,
118,
145,
138,
182,
225,
236,
240,
230,
197,
157,
152,
192,
157,
127,
128,
135,
138,
153,
132,
117,
126,
97,
119,
132,
136,
151,
116,
117,
131,
117,
137,
130,
140,
154,
168,
251,
181,
209,
168,
190,
186,
184,
223,
179,
170,
238,
207,
169,
224,
214,
220,
225,
263,
292,
382,
308,
314,
322,
391,
352,
393,
366,
423,
528,
577,
2117,
3352,
3834,
5381,
5088,
4467,
4674,
6123,
6221,
5823,
4243,
2889,
2587,
2012,
1846,
2109,
2341,
1511,
1199,
1300,
899,
794,
829,
887,
643,
539,
528
] |
[
434,
438,
657,
623,
420,
412,
362,
292,
334,
367,
447,
302,
248,
234,
268,
258,
327,
355,
257,
242,
211,
225,
213,
252,
312,
275,
244,
231,
198,
209,
213,
264,
189,
182,
201,
190,
220,
138,
233,
263,
265,
277,
247,
230,
234,
254,
244,
181,
184,
194,
191,
182,
184,
172,
167,
163,
189,
169,
186,
175,
164,
140,
381,
453,
393,
546,
552,
470,
344,
497,
1019,
955,
1047,
1109,
796,
719,
614,
926,
940,
1456,
1684,
1235,
2823,
2770,
2355,
1811,
1962,
1833,
1038,
826,
690,
793,
974,
886,
904,
515
] |
[
"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: 329.27%",
"予測される変化率: [カラム_0] 予測される変化率: 18.66%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.94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: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 329.27%",
"Forecasted change rate: [column_0] Forecasted change rate: 18.66%",
"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: 48",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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] 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 32.",
"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 |
[
145,
135,
102,
161,
181,
167,
170,
242,
228,
196,
194,
1449,
943,
433,
291,
312,
299,
376,
429,
257,
216,
204,
420,
330,
281,
296,
249,
217,
185,
169,
234,
239,
260,
183,
205,
146,
132,
160,
185,
214,
169,
262,
309,
254,
170,
248,
253,
215,
232,
189,
167,
200,
190,
243,
193,
181,
158,
191,
184,
178,
223,
230,
211,
192,
176,
162,
208,
342,
179,
176,
182,
139,
142,
157,
181,
165,
145,
160,
126,
170,
177,
211,
160,
164,
156,
794,
465,
203,
273,
204,
136,
154,
120,
133,
167,
171,
146,
138,
154,
125,
129,
137,
188,
193,
141,
131,
198,
145,
162,
207,
164,
142,
131,
143,
167,
154,
185,
153,
140,
120,
130,
153,
187,
232,
141,
144,
158,
123,
128,
196,
225,
427,
343,
470,
423,
563,
480,
746,
42524,
10314,
1764,
873,
714,
716,
625,
367,
339,
265,
230,
287,
302,
331,
3254,
1599,
741,
540,
363,
320,
312,
255,
208,
280,
268,
234,
236,
268,
239,
214,
187,
201,
168,
217,
258,
222,
183,
200,
163,
324,
232,
305,
236,
236,
207,
171,
406,
478,
529,
482,
516,
6630,
4083,
1260,
626,
494,
331,
267,
273,
297,
233,
280,
248,
173,
197,
188,
324,
474,
1508,
310,
210,
180,
193,
225,
191,
249,
370,
227,
198,
197,
196,
202,
162,
254,
212,
185,
132,
130,
172,
222,
200,
173,
143,
101,
118,
167,
199,
200,
142,
133,
126,
135,
160,
173,
212,
163,
134,
114,
110,
180,
155,
169,
145,
95,
129,
121,
129,
126,
203,
123,
147,
164,
109,
116,
131,
169,
167,
123,
173,
183,
299,
133,
279,
201,
111,
128,
152,
118,
131,
178,
103,
117,
111,
116,
121,
137,
152,
170,
140,
123,
88,
110,
162,
215,
158,
138,
101,
111,
124,
246,
170,
136,
109,
118,
126,
115,
122,
157,
112,
72,
108,
125,
119,
143,
120,
98,
131,
133,
113,
103,
168,
115,
178,
104,
102,
106,
134,
99,
199,
166,
122,
215,
213,
171,
163,
410,
335,
454,
659,
397,
521,
939,
10790,
2777,
674,
427,
355,
283,
394,
312,
240,
193,
165,
108,
177,
193,
222,
184,
113,
103,
146,
123,
166,
133,
131,
101,
90,
121,
134,
115,
315,
203,
144,
179,
157,
266,
286,
429,
597,
568,
36199,
6317,
1124,
555,
515,
409,
282,
278,
350,
205,
242,
248,
163,
213,
154,
144,
173,
131,
240,
190,
173,
147,
132,
158,
188,
166,
188,
147,
203,
118,
149,
133,
170,
160,
115,
133,
107,
111,
153,
251,
141,
120,
129,
174,
128,
231,
373,
221,
154,
132,
176,
142,
134,
172,
158,
104,
89,
110,
111,
109,
143,
111,
97,
88,
100,
141,
127,
120,
130,
135,
91,
109,
115,
128,
118,
141,
157,
124,
197,
304,
173,
210,
185,
156,
186,
199,
230,
204,
189,
182,
124,
163,
166,
142,
206,
188,
159,
155,
107,
467,
212,
163,
179,
291,
206,
116,
166,
141,
120,
140,
184,
156,
141,
102,
120,
180,
213,
90,
119,
97,
107,
127,
114,
155,
119,
108,
113,
122,
125,
138,
141,
93,
116,
100
] |
[
117,
115,
138,
133,
138,
138,
101,
94,
143,
135,
124,
132,
117,
136,
143,
367,
456,
293,
235,
177,
172,
205,
195,
219,
244,
168,
156,
156,
139,
163,
148,
261,
217,
227,
203,
322,
269,
152,
290,
218,
217,
188,
210,
214,
225,
214,
163,
205,
183,
219,
203,
210,
283,
177,
187,
728,
295,
258,
449,
645,
834,
777,
1553,
37094,
13765,
3278,
11537,
2727,
843,
583,
402,
423,
437,
361,
340,
265,
263,
256,
269,
290,
292,
246,
201,
185,
160,
219,
230,
227,
240,
299,
201,
193,
223,
229,
277,
183
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -31.03%",
"予測される変化率: [カラム_0] 予測される変化率: 56.41%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の5.34倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 50個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -31.03%",
"Forecasted change rate: [column_0] Forecasted change rate: 56.41%",
"Volatility: [column_0] Volatility: high (standard deviation is 5.34 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 50",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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] 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 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 80."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
144,
173,
115,
93,
102,
132,
137,
107,
109,
95,
70,
66,
82,
120,
99,
96,
79,
55,
60,
78,
90,
80,
52,
53,
32,
48,
65,
79,
45,
51,
44,
36,
43,
50,
49,
54,
46,
44,
38,
50,
61,
39,
75,
50,
54,
44,
38,
49,
53,
63,
47,
36,
31,
46,
46,
51,
30,
37,
59,
33,
28,
42,
40,
42,
34,
45,
46,
70,
106,
61,
42,
49,
37,
39,
33,
62,
52,
84,
82,
62,
51,
68,
162,
229,
221,
152,
141,
96,
146,
282,
288,
222,
141,
125,
139,
152,
259,
301,
288,
246,
194,
133,
122,
189,
215,
258,
226,
185,
197,
206,
269,
333,
344,
383,
312,
238,
288,
310,
395,
396,
441,
304,
288,
339,
429,
476,
426,
439,
316,
365,
366,
493,
573,
603,
482,
369,
355,
425,
544,
576,
508,
499,
374,
380,
550,
568,
630,
644,
437,
259,
148,
220,
224,
146,
90,
95,
82,
62,
73,
177,
191,
164,
169,
94,
61,
36,
82,
63,
40,
60,
48,
38,
38,
33,
29,
34,
23,
29,
35,
41,
72,
47,
42,
20,
18,
56,
82,
113,
138,
208,
237,
328,
386,
783,
5340,
4564,
3807,
1457,
1344,
1349,
1728,
1936,
2043,
1584,
1245,
931,
977,
1127,
1556,
1795,
2737,
2235,
2178,
2613,
4543,
11291,
8512,
4361,
2052,
1096,
784,
712,
1181,
1636,
2526,
1729,
1172,
1081,
1225,
1854,
1874,
1844,
1679,
959,
941,
1137,
1319,
1270,
1253,
1009,
691,
714,
878,
1000,
841,
870,
841,
571,
520,
609,
730,
699,
699,
639,
387,
323,
416,
583,
638,
498,
411,
221,
150,
125,
205,
213,
227,
176,
179,
205,
294,
538,
565,
593,
532,
322,
272,
379,
437,
428,
431,
347,
210,
218,
253,
395,
356,
526,
331,
202,
91,
117,
157,
266,
298,
250,
149,
156,
213,
196,
271,
237,
220,
166,
160,
251,
233,
240,
266,
196,
138,
158,
144,
246,
298,
283,
251,
169,
203,
293,
474,
356,
333,
193,
208,
212,
241,
295,
388,
269,
216,
233,
228,
272,
435,
304,
334,
202,
174,
185,
248,
303,
292,
298,
208,
227,
196,
239,
271,
324,
305,
222,
214,
151,
152,
242,
249,
226,
188,
122,
121,
132,
238,
197,
183,
132,
84,
69,
119,
110,
120,
138,
119,
99,
73,
88,
112,
128,
114,
101,
79,
45,
55,
65,
82,
83,
74,
45,
42,
28,
57,
62,
65,
56,
45,
26,
42,
103,
39,
50,
40,
31,
28,
57,
40,
44,
55,
54,
30,
29,
29,
43,
37,
60,
69,
45,
38,
25,
49,
53,
28,
67,
47,
21,
32,
36,
40,
42,
45,
36,
38,
39,
42,
44,
67,
45,
62,
37,
53,
77,
46,
67,
66,
63,
38,
52,
55,
70,
53,
67,
67,
64,
98,
122,
102,
121,
108,
92,
78,
104,
308,
258,
248,
216,
153,
153,
189,
1772,
210,
224,
183,
182,
164,
171,
219,
253,
340,
270,
182,
202,
211,
287,
300,
342,
295,
228,
178,
263,
322,
268,
302,
633,
242,
238,
356,
364,
384,
384,
378,
242,
296,
331,
409,
434,
476,
445,
336,
356,
435,
458,
574,
463
] |
[
532,
362,
356,
432,
480,
600,
465,
354,
234,
220,
341,
392,
384,
296,
256,
123,
112,
121,
141,
105,
74,
71,
74,
53,
43,
52,
58,
44,
47,
36,
25,
15,
57,
106,
97,
66,
64,
48,
34,
123,
146,
205,
267,
290,
294,
565,
5246,
10279,
6687,
3813,
1974,
1774,
2373,
3545,
4246,
3995,
2959,
1964,
1917,
2676,
3241,
3731,
4026,
4224,
4007,
4666,
8123,
50759,
52034,
83078,
44579,
16103,
10774,
14632,
15773,
12835,
10666,
8161,
4684,
3929,
5017,
5535,
4943,
4764,
3964,
2461,
1998,
2585,
3259,
2922,
2016,
1322,
829,
588,
497,
726
] |
[
"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: 221.53%",
"予測される変化率: [カラム_0] 予測される変化率: 36.47%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.66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: 30個",
"最初のターニングポイント: [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: 221.53%",
"Forecasted change rate: [column_0] Forecasted change rate: 36.47%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.66 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 30",
"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 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
76,
10,
23,
22,
35,
19,
24,
40,
26,
16,
32,
30,
21,
19,
97,
40,
38,
27,
20,
49,
9,
15,
7,
12,
7,
14,
7,
11,
19,
7,
7,
18,
34,
199,
25,
19,
9,
6,
8,
14,
7,
14,
17,
5,
8,
9,
17,
8,
8,
38,
10,
14,
8,
48,
52,
12,
12,
11,
11,
6,
16,
35,
13,
10,
5,
33,
10,
41,
32,
10,
4,
11,
5,
8,
9,
8,
14,
13,
35,
19,
20,
25,
35,
59,
18,
18,
20,
30,
17,
17,
16,
13,
8,
9,
24,
25,
23,
24,
40,
42,
99,
42,
18,
25,
30,
18,
16,
18,
28,
15,
32,
24,
76,
41,
54,
67,
23,
36,
30,
40,
26,
35,
10,
18,
14,
29,
20,
32,
27,
25,
45,
14,
19,
12,
12,
21,
9,
18,
20,
20,
20,
25,
22,
21,
20,
55,
24,
37,
18,
17,
18,
23,
75,
142,
141,
162,
130,
59,
49,
74,
94,
74,
97,
217,
94,
50,
41,
24,
58,
76,
124,
128,
46,
44,
27,
17,
20,
23,
27,
79,
32,
35,
13,
20,
22,
24,
19,
106,
92,
69,
32,
37,
63,
31,
88,
86,
60,
59,
63,
23,
28,
29,
97,
44,
79,
43,
28,
22,
27,
51,
74,
31,
91,
45,
53,
49,
36,
77,
108,
36,
26,
26,
28,
31,
34,
43,
87,
22,
23,
48,
37,
27,
63,
29,
14,
32,
40,
40,
211,
28,
35,
27,
27,
48,
31,
133,
79,
122,
50,
45,
48,
46,
47,
56,
30,
33,
42,
40,
29,
38,
48,
32,
29,
28,
26,
40,
34,
31,
28,
19,
26,
30,
31,
44,
36,
47,
262,
216,
131,
240,
174,
28,
35,
29,
28,
20,
59,
52,
31,
34,
30,
15,
49,
28,
23,
24,
78,
39,
25,
28,
18,
26,
148,
40,
25,
50,
31,
31,
74,
20,
53,
47,
19,
25,
31,
20,
24,
30,
14,
23,
21,
20,
26,
33,
27,
34,
28,
59,
31,
19,
31,
21,
45,
124,
57,
27,
27,
22,
17,
21,
80,
23,
19,
18,
24,
26,
24,
22,
26,
22,
57,
66,
25,
30,
65,
25,
69,
32,
45,
27,
21,
17,
13,
20,
771,
6108,
1791,
725,
534,
453,
316,
183,
159,
85,
53,
55,
99,
48,
61,
52,
89,
48,
56,
53,
55,
53,
49,
75,
30,
27,
30,
53,
43,
23,
35,
52,
49,
22,
18,
34,
30,
34,
20,
48,
32,
17,
39,
39,
27,
34,
31,
31,
35,
16,
51,
19,
25,
27,
10,
33,
45,
29,
27,
48,
39,
29,
27,
23,
67,
40,
33,
33,
30,
41,
49,
26,
71,
31,
31,
20,
21,
33,
76,
61,
33,
27,
1212,
211,
45,
50,
48,
93,
36,
51,
42,
29,
153,
39,
29,
34,
27,
33,
52,
35,
418,
1315,
41,
41,
58,
101,
113,
98,
47,
47,
32,
65,
36,
57,
87,
86,
86,
40,
33,
23,
44,
47,
49,
38,
35,
33,
34,
46,
29,
30,
20,
31,
140,
35,
44,
28,
29,
39,
34,
39,
31,
41,
31,
98,
27,
29,
34,
35
] |
[
23,
24,
25,
29,
35,
18,
37,
71,
57,
48,
42,
28,
34,
23,
37,
30,
26,
28,
73,
108,
161,
66,
52,
126,
60,
53,
91,
32,
38,
36,
29,
33,
18,
20,
61,
64,
59,
81,
29,
99,
38,
32,
41,
31,
54,
32,
700,
56,
43,
37,
37,
27,
49,
44,
48,
315,
65,
26,
28,
41,
29,
26,
94,
43,
27,
35,
36,
221,
756,
49,
87,
105,
41,
39,
41,
53,
36,
50,
81,
48,
36,
50,
44,
47,
60,
196,
46,
63,
80,
73,
175,
121,
102,
92,
51,
76
] |
[
"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: -53.95%",
"予測される変化率: [カラム_0] 予測される変化率: 230.43%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.04倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -53.95%",
"Forecasted change rate: [column_0] Forecasted change rate: 230.43%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.04 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 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 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 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
8,
5,
3,
2,
5,
7,
9,
13,
11,
8,
19,
12,
16,
15,
10,
13,
5,
2,
18,
11,
11,
16,
12,
5,
5,
5,
2,
10,
15,
6,
12,
7,
19,
17,
14,
13,
20,
37,
9,
13,
25,
13,
13,
11,
10,
9,
11,
16,
6,
19,
8,
15,
6,
6,
12,
20,
21,
9,
8,
9,
6,
10,
10,
19,
6,
8,
4,
11,
43,
18,
8,
30,
12,
8,
22,
10,
18,
12,
17,
8,
10,
2,
7,
10,
16,
7,
11,
13,
13,
6,
11,
15,
15,
7,
13,
22,
15,
6,
14,
6,
18,
7,
6,
9,
10,
9,
13,
5,
15,
17,
16,
10,
14,
19,
15,
8,
7,
9,
13,
11,
10,
13,
13,
23,
20,
16,
11,
17,
16,
7,
6,
15,
15,
12,
11,
10,
13,
9,
12,
21,
19,
16,
15,
20,
13,
29,
14,
12,
17,
13,
9,
13,
21,
9,
13,
15,
15,
12,
5,
21,
12,
6,
16,
16,
8,
4,
29,
17,
22,
20,
15,
10,
3,
10,
5,
7,
12,
15,
8,
13,
11,
17,
10,
3,
19,
29,
11,
21,
10,
5,
10,
6,
2,
3,
10,
18,
11,
14,
6,
14,
19,
37,
16,
19,
16,
20,
11,
14,
19,
25,
11,
27,
41,
109,
18,
37,
25,
19,
29,
22,
8,
6,
21,
23,
19,
23,
13,
7,
10,
77,
27,
35,
13,
13,
21,
18,
8,
20,
20,
21,
14,
12,
9,
11,
18,
46,
27,
32,
21,
12,
10,
6,
15,
6,
10,
9,
4,
14,
22,
20,
15,
17,
2,
12,
18,
12,
16,
11,
25,
12,
16,
13,
22,
15,
10,
13,
7,
10,
5,
9,
11,
17,
34,
43,
9,
24,
29,
13,
22,
15,
9,
13,
11,
27,
19,
58,
47,
17,
16,
11,
11,
13,
14,
11,
7,
3,
5,
8,
14,
16,
8,
7,
6,
10,
14,
15,
13,
10,
4,
9,
7,
11,
12,
14,
17,
7,
35,
16,
15,
16,
7,
17,
15,
5,
146,
19,
16,
16,
10,
9,
33,
13,
20,
33,
40,
37,
27,
19,
12,
20,
18,
22,
25,
6,
16,
15,
15,
11,
15,
12,
5,
8,
19,
23,
23,
24,
17,
9,
4,
12,
7,
18,
15,
13,
17,
13,
10,
11,
17,
18,
28,
6,
10,
12,
15,
16,
12,
19,
15,
8,
17,
11,
14,
10,
7,
20,
7,
7,
8,
11,
4,
10,
11,
6,
13,
15,
19,
16,
46,
28,
35,
28,
24,
23,
19,
27,
6,
16,
18,
19,
20,
19,
12,
6,
11,
10,
19,
12,
19,
13,
6,
13,
12,
18,
16,
20,
12,
9,
148,
55,
13,
19,
14,
7,
17,
12,
15,
9,
18,
11,
6,
10,
14,
9,
13,
42,
35,
17,
27,
5,
11,
13,
12,
18,
24,
15,
11,
15,
11,
18,
17,
13,
13,
12,
22,
11,
17,
20,
13,
16,
21,
18,
12,
11,
20,
12,
22,
13,
19,
68,
50,
22,
21,
8,
9,
14,
21,
18,
21,
43,
45,
13,
21,
20,
16,
13,
19,
9,
12,
23,
17,
15
] |
[
16,
13,
18,
12,
21,
12,
11,
14,
18,
15,
5,
10,
14,
14,
16,
18,
12,
20,
23,
18,
20,
22,
23,
14,
19,
18,
21,
17,
13,
17,
13,
35858,
21483,
6237,
2966,
2088,
1108,
606,
589,
1065,
588,
424,
305,
239,
286,
404,
273,
488,
450,
361,
534,
229,
239,
1344,
460,
281,
227,
189,
144,
121,
133,
140,
147,
116,
118,
143,
124,
129,
120,
149,
163,
132,
125,
123,
100,
138,
90,
99,
74,
82,
56,
77,
58,
59,
90,
62,
67,
56,
74,
94,
59,
97,
97,
58,
100,
65
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 87.50%",
"予測される変化率: [カラム_0] 予測される変化率: 306.25%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の11.38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: 87.50%",
"Forecasted change rate: [column_0] Forecasted change rate: 306.25%",
"Volatility: [column_0] Volatility: high (standard deviation is 11.38 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 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 52 では、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 52."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
72,
69,
68,
50,
77,
61,
49,
53,
82,
173,
56,
74,
86,
186,
73,
73,
76,
77,
61,
58,
54,
62,
101,
59,
40,
82,
33,
55,
81,
74,
73,
47,
43,
40,
47,
52,
66,
74,
71,
66,
45,
65,
85,
76,
72,
58,
105,
93,
72,
57,
61,
49,
67,
64,
44,
115,
61,
66,
66,
51,
83,
52,
68,
50,
69,
94,
63,
66,
62,
62,
61,
54,
85,
47,
76,
75,
62,
166,
86,
83,
51,
60,
54,
65,
53,
66,
82,
73,
63,
101,
88,
36,
60,
98,
45,
85,
56,
51,
50,
58,
47,
48,
56,
40,
56,
61,
52,
78,
304,
792,
103,
101,
54,
88,
150,
119,
104,
173,
376,
197,
279,
233,
75,
61,
76,
66,
43,
54,
56,
61,
51,
46,
37,
41,
31,
86,
50,
59,
45,
56,
66,
74,
52,
27,
51,
44,
51,
293,
123,
102,
52,
57,
51,
46,
159,
102,
67,
54,
123,
103,
76,
51,
70,
41,
31,
75,
93,
55,
50,
40,
52,
32,
45,
39,
26,
225,
105,
105,
55,
58,
28,
28,
48,
36,
38,
45,
101,
46,
44,
46,
70,
55,
65,
73,
115,
62,
85,
45,
52,
59,
62,
48,
77,
62,
96,
63,
52,
63,
48,
95,
98,
71,
203,
67,
67,
61,
63,
116,
67,
202,
61,
82,
48,
49,
47,
91,
72,
45,
78,
49,
75,
71,
67,
54,
87,
56,
39,
69,
64,
131,
171,
76,
88,
65,
68,
49,
65,
74,
36,
62,
66,
46,
62,
63,
80,
44,
58,
42,
109,
135,
187,
284,
211,
101,
93,
100,
74,
97,
158,
93,
79,
81,
76,
79,
80,
104,
109,
120,
182,
137,
93,
121,
110,
76,
118,
111,
170,
1429,
1218,
466,
234,
199,
273,
118,
100,
97,
87,
104,
95,
98,
67,
96,
119,
61,
65,
107,
85,
95,
85,
68,
120,
102,
92,
63,
85,
72,
58,
98,
63,
69,
68,
61,
96,
60,
49,
45,
68,
82,
100,
55,
79,
44,
56,
53,
61,
74,
56,
52,
47,
45,
63,
53,
46,
55,
50,
48,
39,
49,
33,
39,
36,
46,
50,
32,
141,
64,
59,
55,
57,
54,
45,
60,
37,
47,
48,
60,
83,
41,
77,
42,
70,
51,
54,
58,
46,
30,
36,
33,
41,
40,
45,
41,
54,
37,
49,
45,
32,
40,
73,
107,
72,
56,
49,
68,
39,
36,
59,
36,
49,
39,
82,
72,
33,
36,
91,
49,
61,
50,
51,
257,
245,
97,
59,
66,
39,
43,
62,
33,
51,
56,
48,
26,
41,
68,
53,
42,
48,
46,
65,
54,
51,
23,
26,
52,
40,
23,
47,
36,
50,
41,
48,
27,
32,
55,
51,
234,
65,
65,
157,
591,
285,
100,
177,
79,
109,
111,
69,
53,
51,
112,
81,
89,
112,
68,
54,
36,
71,
60,
36,
42,
46,
67,
45,
39,
64,
40,
70,
64,
71,
52,
499,
126,
51,
66,
40,
54,
41,
42,
70,
65,
102,
48,
68,
284,
63,
80,
86,
47,
37,
39,
44,
44,
63,
60,
60,
92,
41,
45,
45,
39,
50,
29
] |
[
32,
55,
35,
56,
41,
40,
73,
50,
45,
24,
45,
40,
57,
74,
45,
67,
59,
60,
42,
50,
39,
39,
35,
42,
49,
56,
43,
40,
74,
38,
37,
31,
54,
54,
88,
38,
39,
38,
45,
29,
32,
25,
40,
32,
28,
56,
36,
44,
34,
54,
44,
41,
57,
34,
100,
36,
40,
55,
43,
40,
34,
75,
66,
69,
43,
32,
33,
35,
47,
58,
58,
50,
32,
47,
52,
45,
6728,
2069,
846,
625,
271,
298,
175,
73,
72,
71,
40,
47,
2479,
9993,
1117,
353,
55,
61,
86,
76
] |
[
"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: -59.72%",
"予測される変化率: [カラム_0] 予測される変化率: 137.50%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.34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: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -59.72%",
"Forecasted change rate: [column_0] Forecasted change rate: 137.50%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.34 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 52 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
6,
0,
2,
1,
5,
7,
3,
8,
1,
6,
3,
4,
6,
1,
7,
10,
10,
11,
3,
3,
5,
3,
8,
9,
6,
3,
5,
5,
5,
3,
2,
1,
0,
4,
2,
0,
5,
4,
3,
6,
7,
3,
6,
3,
6,
5,
3,
1,
2,
4,
2,
4,
3,
3,
1,
4,
6,
5,
5,
7,
3,
2,
3,
7,
6,
8,
4,
1,
4,
3,
8,
5,
2,
4,
5,
4,
4,
58,
44,
152,
73,
44,
137,
158,
84,
155,
126,
88,
86,
50,
43,
37,
28,
24,
26,
34,
23,
38,
27,
33,
28,
34,
21,
56,
29,
40,
23,
36,
37,
36,
116,
49,
39,
30,
23,
98,
70,
119,
88,
37,
47,
54,
49,
35,
42,
40,
37,
40,
39,
76,
44,
37,
37,
30,
34,
33,
42,
33,
38,
25,
32,
27,
31,
34,
33,
39,
27,
37,
32,
25,
25,
24,
22,
36,
25,
38,
32,
42,
66,
34,
23,
21,
25,
33,
36,
63,
54,
41,
257,
44,
45,
53,
28,
26,
26,
36,
44,
32,
38,
32,
31,
29,
32,
35,
50,
32,
48,
31,
38,
37,
28,
34,
88,
61,
69,
48,
30,
29,
40,
55,
37,
41,
38,
43,
32,
41,
89,
30,
46,
24,
24,
35,
26,
88,
83,
43,
60,
66,
35,
68,
67,
84,
61,
37,
44,
38,
37,
62,
111,
40,
52,
48,
40,
48,
67,
101,
73,
40,
173,
48,
68,
53,
49,
44,
42,
36,
41,
26,
77,
53,
107,
70,
36,
45,
125,
84,
79,
52,
48,
32,
17,
38,
71,
41,
45,
40,
13,
24,
49,
139,
45,
26,
77,
23,
32,
13,
56,
47,
34,
73,
69,
33,
711,
638,
194,
85,
129,
81,
43,
53,
63,
203,
113,
79,
166,
78,
57,
85,
180,
91,
57,
62,
51,
71,
78,
505,
102,
104,
107,
63,
71,
97,
139,
60,
62,
41,
138,
63,
65,
165,
71,
51,
71,
36,
61,
121,
276,
122,
135,
68,
84,
74,
103,
145,
74,
48,
44,
62,
39,
137,
148,
67,
66,
56,
41,
52,
74,
139,
107,
140,
93,
63,
65,
117,
162,
69,
74,
65,
54,
56,
91,
114,
60,
40,
39,
78,
46,
66,
215,
129,
66,
85,
36,
41,
128,
501,
113,
72,
45,
41,
152,
98,
177,
111,
257,
1735,
160,
1256,
363,
263,
125,
91,
100,
51,
78,
109,
443,
89,
127,
46,
62,
102,
212,
349,
159,
59,
78,
86,
91,
101,
95,
64,
80,
37,
48,
82,
73,
90,
59,
43,
31,
48,
137,
145,
60,
41,
86,
34,
41,
405,
74,
51,
61,
39,
35,
56,
79,
87,
62,
33,
75,
50,
37,
30,
44,
71,
47,
39,
30,
40,
25,
97,
40,
32,
42,
29,
33,
32,
38,
50,
24,
28,
32,
23,
38,
94,
31,
52,
38,
28,
23,
21,
50,
52,
31,
25,
29,
39,
51,
50,
43,
32,
25,
24,
29,
31,
35,
21,
41,
30,
40,
30,
19,
52,
26,
26,
25,
19,
16,
28,
46,
31,
34,
31,
18,
25,
28,
71,
71,
37,
32,
30
] |
[
48,
31,
378,
164,
49,
40,
162,
42,
36,
112,
74,
37,
28,
55,
48,
50,
165,
88,
66,
96,
91,
50,
32,
93,
2570,
267,
139,
94,
85,
67,
68,
42,
35,
44,
39,
29,
65,
33,
164,
331,
80,
62,
40,
103,
78,
55,
45,
38,
63,
40,
49,
138,
65,
105,
98,
199,
71,
54,
1342,
236,
143,
67,
63,
36,
72,
402,
142,
112,
44,
235,
112,
335,
247,
2779,
278,
97,
833,
670,
1813,
791,
3852,
353,
161,
149,
90,
120,
159,
115,
89,
71,
65,
68,
69,
97,
92,
40
] |
[
"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: 400.00%",
"予測される変化率: [カラム_0] 予測される変化率: -16.67%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.76倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 400.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -16.67%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.76 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 78 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 78.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
30,
25,
21,
13,
13,
18,
11,
25,
17,
12,
12,
9,
21,
22,
19,
8,
11,
10,
15,
20,
24,
15,
12,
17,
12,
18,
5,
16,
6,
14,
4,
8,
6,
9,
18,
27,
10,
23,
10,
16,
10,
51,
26,
30,
21,
13,
10,
31,
35,
13,
16,
19,
12,
24,
10,
20,
18,
15,
12,
13,
20,
20,
28,
26,
22,
46,
9,
13,
31,
34,
22,
16,
37,
21,
24,
37,
19,
23,
23,
26,
33,
32,
26,
45,
35,
29,
23,
27,
27,
39,
32,
32,
315,
225,
57,
82,
75,
53,
48,
37,
57,
25,
40,
62,
108,
99,
118,
62,
49,
69,
72,
316,
258,
181,
116,
96,
128,
125,
130,
168,
164,
100,
145,
247,
325,
391,
427,
412,
397,
308,
345,
372,
367,
410,
425,
300,
267,
304,
474,
535,
628,
888,
1007,
1820,
17912,
6533,
1533,
696,
499,
278,
168,
190,
171,
156,
128,
94,
66,
52,
30,
40,
65,
51,
57,
29,
31,
26,
33,
29,
33,
40,
19,
15,
15,
18,
18,
26,
14,
11,
14,
7,
14,
18,
24,
5,
8,
17,
15,
18,
23,
24,
22,
25,
16,
20,
23,
24,
33,
34,
84,
55,
36,
34,
36,
28,
55,
182,
1780,
550,
141,
107,
40,
17,
11,
15,
14,
15,
27,
11,
27,
14,
19,
19,
24,
25,
21,
29,
18,
17,
20,
23,
19,
22,
14,
23,
19,
28,
13,
22,
19,
25,
11,
33,
25,
27,
24,
17,
15,
20,
18,
18,
17,
51,
59,
59,
44,
18,
20,
20,
20,
14,
16,
12,
29,
21,
20,
25,
15,
16,
19,
11,
18,
11,
11,
13,
27,
16,
9,
12,
13,
26,
20,
10,
14,
19,
10,
22,
17,
16,
15,
9,
8,
9,
10,
14,
9,
13,
16,
10,
12,
16,
18,
18,
24,
21,
28,
25,
19,
25,
20,
20,
12,
17,
22,
11,
24,
17,
28,
19,
15,
25,
28,
30,
117,
26,
25,
15,
24,
14,
17,
18,
7,
8,
17,
21,
11,
20,
24,
16,
13,
16,
14,
21,
25,
15,
10,
10,
17,
20,
13,
8,
12,
17,
14,
11,
13,
17,
118,
58,
22,
19,
15,
13,
9,
12,
18,
5,
15,
13,
11,
11,
10,
7,
15,
12,
2,
10,
5,
28,
19,
14,
6,
11,
12,
10,
10,
7,
16,
10,
7,
8,
10,
11,
25,
19,
10,
6,
8,
5,
7,
5,
16,
20,
8,
6,
9,
6,
15,
17,
13,
15,
20,
12,
11,
19,
15,
8,
14,
10,
17,
18,
7,
13,
14,
10,
21,
16,
20,
19,
15,
20,
8,
22,
13,
13,
10,
12,
17,
22,
12,
24,
19,
21,
23,
22,
20,
15,
33,
30,
28,
31,
29,
29,
17,
25,
31,
29,
45,
29,
100,
64,
75,
115,
78,
48,
38,
26,
34,
38,
37,
42,
38,
43,
35,
49,
66,
56,
67,
75,
64,
82,
82,
104,
94,
94,
158,
165,
178,
293,
348,
448,
391,
435,
379,
264,
457,
474,
519,
453,
408,
353,
289,
440,
519,
674,
622,
653,
685,
862,
1536,
4418,
23285,
5351
] |
[
772,
353,
61,
39,
36,
22,
21,
30,
13,
14,
13,
10,
12,
8,
12,
8,
4,
11,
41,
12,
1,
8,
9,
8,
7,
11,
17,
7,
6,
7,
4,
5,
2,
3,
5,
3,
3,
2,
5,
2,
3,
2,
1,
1,
4,
4,
2,
3,
3,
4,
4,
1,
3,
5,
5,
3,
3,
2,
0,
4,
47,
17,
1,
5,
2,
2,
1,
1,
1,
2,
1,
4,
1,
4,
2,
4,
1,
2,
0,
0,
4,
6,
1,
1,
1,
1,
1,
2,
0,
6,
8,
9,
7,
9,
5,
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: 17736.67%",
"予測される変化率: [カラム_0] 予測される変化率: -99.48%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.51倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 45個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の7番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 17736.67%",
"Forecasted change rate: [column_0] Forecasted change rate: -99.48%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.51 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 7 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
358,
533,
455,
372,
451,
637,
472,
492,
423,
397,
395,
366,
498,
502,
464,
466,
632,
419,
409,
469,
557,
477,
396,
338,
448,
384,
394,
450,
455,
381,
387,
325,
284,
460,
489,
531,
527,
465,
446,
396,
603,
516,
585,
558,
495,
438,
473,
473,
529,
494,
372,
424,
623,
449,
506,
517,
446,
463,
436,
440,
401,
493,
464,
492,
540,
483,
441,
503,
460,
469,
450,
530,
469,
409,
403,
405,
471,
500,
536,
551,
451,
454,
421,
458,
432,
518,
457,
456,
410,
536,
485,
431,
517,
461,
411,
431,
463,
421,
393,
448,
515,
434,
379,
395,
721,
450,
407,
455,
1171,
431,
443,
496,
473,
511,
511,
445,
420,
467,
523,
511,
487,
506,
476,
470,
542,
467,
462,
463,
460,
422,
415,
465,
508,
417,
504,
520,
448,
401,
418,
465,
567,
486,
486,
374,
426,
433,
501,
487,
513,
525,
426,
384,
488,
468,
482,
465,
549,
485,
409,
453,
477,
488,
499,
452,
487,
431,
437,
473,
519,
481,
463,
474,
387,
483,
502,
433,
393,
403,
345,
398,
420,
467,
407,
380,
337,
391,
420,
425,
489,
602,
586,
578,
462,
466,
520,
506,
547,
550,
531,
444,
427,
538,
612,
478,
515,
529,
423,
465,
556,
501,
524,
538,
480,
491,
408,
495,
477,
472,
439,
553,
412,
412,
516,
455,
459,
443,
516,
523,
447,
520,
529,
483,
499,
527,
467,
417,
414,
448,
473,
1407,
1431,
1344,
1457,
529,
1395,
1392,
466,
2402,
1408,
1387,
1417,
502,
528,
494,
484,
371,
377,
428,
474,
491,
471,
448,
470,
404,
462,
448,
463,
463,
412,
402,
455,
410,
415,
465,
448,
469,
436,
397,
492,
479,
826,
487,
443,
574,
491,
497,
517,
504,
527,
460,
408,
432,
495,
445,
531,
537,
531,
466,
439,
544,
657,
674,
788,
593,
461,
577,
740,
762,
841,
680,
698,
599,
702,
689,
568,
521,
519,
519,
371,
484,
540,
457,
569,
713,
655,
729,
695,
826,
835,
775,
717,
537,
577,
442,
498,
498,
474,
541,
451,
432,
423,
526,
528,
534,
551,
537,
469,
403,
624,
569,
518,
557,
508,
474,
651,
587,
571,
577,
466,
477,
401,
437,
463,
612,
492,
508,
487,
556,
482,
433,
449,
479,
486,
470,
388,
398,
432,
492,
468,
443,
405,
431,
473,
485,
532,
515,
540,
465,
352,
425,
484,
485,
426,
479,
502,
354,
416,
524,
488,
479,
450,
515,
412,
444,
580,
519,
420,
431,
484,
396,
369,
484,
476,
479,
470,
467,
512,
455,
490,
548,
543,
453,
499,
438,
418,
415,
568,
488,
475,
492,
485,
457,
496,
512,
557,
514,
589,
471,
429,
469,
416,
504,
519,
461,
407,
487,
450,
528,
430,
451,
436,
557,
404,
416,
517,
540,
504,
516,
604,
419,
507,
561,
526,
474,
444,
441,
469,
474,
472,
481,
478,
476,
403,
364,
515,
486,
498,
449,
444,
422,
359,
476,
471,
458,
414,
550,
375,
428,
510,
458,
409,
470,
427,
418,
458,
473,
457,
381,
479,
525,
477,
397,
537,
541,
500,
398,
477,
421,
379,
578,
520,
507
] |
[
486,
460,
374,
356,
504,
498,
484,
503,
510,
463,
511,
577,
569,
470,
470,
461,
404,
369,
616,
601,
464,
427,
510,
427,
412,
515,
542,
501,
501,
427,
384,
394,
468,
407,
479,
442,
404,
410,
374,
331,
475,
423,
514,
641,
517,
559,
520,
541,
444,
506,
511,
482,
498,
569,
542,
576,
548,
507,
438,
431,
603,
509,
941,
685,
638,
487,
462,
532,
586,
484,
506,
518,
416,
498,
663,
542,
596,
533,
463,
460,
455,
516,
508,
487,
409,
512,
438,
511,
539,
472,
469,
435,
472,
448,
441,
436
] |
[
"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: 41.62%",
"予測される変化率: [カラム_0] 予測される変化率: -10.29%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.31倍)",
"トレンド: [カラム_0] トレンドの変化: 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4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 41.62%",
"Forecasted change rate: [column_0] Forecasted change rate: -10.29%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.31 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 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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] 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 does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 74.",
"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 |
[
38,
18,
33,
27,
18,
4,
9,
16,
22,
18,
7,
14,
21,
33,
20,
23,
28,
12,
18,
24,
12,
21,
8,
17,
9,
9,
10,
13,
89,
19,
11,
10,
22,
6,
17,
10,
20,
7,
72,
76,
10,
21,
169,
15,
14,
11,
85,
11,
14,
17,
20,
11,
10,
18,
13,
17,
11,
15,
10,
12,
17,
15,
27,
9,
11,
10,
9,
7,
20,
12,
11,
7,
15,
8,
9,
16,
11,
43,
15,
23,
13,
15,
35,
32,
24,
66,
29,
17,
19,
24,
16,
17,
14,
18,
27,
31,
24,
27,
14,
14,
23,
14,
19,
11,
21,
25,
18,
24,
25,
102,
21,
13,
30,
14,
49,
34,
40,
26,
15,
19,
13,
22,
49,
25,
34,
37,
21,
31,
21,
20,
24,
25,
29,
19,
14,
18,
14,
18,
97,
22,
18,
29,
31,
30,
55,
62,
51,
24,
25,
33,
21,
26,
49,
23,
46,
29,
41,
29,
23,
31,
41,
26,
33,
30,
35,
37,
21,
38,
37,
31,
31,
25,
29,
35,
36,
33,
28,
25,
34,
34,
27,
126,
36,
36,
28,
41,
43,
37,
47,
55,
72,
61,
90,
73,
28,
50,
25,
39,
53,
44,
30,
30,
34,
51,
56,
36,
36,
29,
77,
46,
49,
47,
51,
28,
50,
42,
51,
40,
41,
31,
34,
33,
37,
27,
45,
37,
39,
74,
44,
73,
37,
58,
44,
31,
34,
43,
46,
69,
50,
45,
61,
35,
50,
51,
35,
38,
71,
36,
22,
30,
20,
47,
26,
24,
54,
30,
46,
80,
151,
100,
35,
54,
68,
65,
36,
32,
34,
36,
30,
33,
29,
32,
31,
25,
37,
45,
27,
20,
39,
27,
25,
26,
33,
38,
33,
25,
29,
39,
31,
31,
28,
33,
29,
105,
89,
73,
38,
27,
35,
48,
36,
30,
31,
24,
40,
37,
31,
34,
31,
23,
129,
27,
23,
22,
56,
34,
28,
41,
22,
19,
27,
25,
24,
21,
13,
27,
59,
51,
38,
25,
51,
25,
21,
37,
73,
46,
40,
32,
18,
31,
33,
39,
25,
31,
30,
41,
29,
34,
52,
30,
34,
36,
49,
38,
39,
144,
38,
42,
32,
35,
36,
39,
33,
21,
27,
25,
29,
31,
21,
26,
29,
36,
35,
49,
36,
19,
22,
15,
27,
18,
23,
25,
27,
21,
18,
16,
16,
19,
31,
29,
22,
24,
28,
33,
17,
19,
20,
24,
39,
22,
34,
17,
27,
16,
25,
19,
23,
24,
23,
35,
29,
18,
10,
20,
34,
15,
29,
22,
75,
23,
14,
19,
29,
34,
15,
23,
24,
25,
96,
15,
20,
26,
32,
23,
69,
46,
28,
20,
25,
24,
20,
21,
14,
26,
27,
42,
72,
30,
24,
45,
18,
21,
25,
21,
16,
49,
36,
33,
21,
168,
29,
32,
22,
21,
22,
57,
24,
22,
14,
21,
25,
28,
31,
27,
16,
26,
22,
35,
19,
42,
54,
37,
21,
16,
23,
17,
25,
20,
16,
42,
95,
39,
23,
18,
29,
20,
20,
28,
44,
43,
25,
33,
43,
55,
50,
27,
51,
37,
59,
50,
68,
28
] |
[
38,
24,
71,
37,
46,
67,
33,
61,
34,
30,
33,
37,
25,
34,
39,
31,
29,
20,
17,
25,
27,
18,
27,
27,
18,
55,
62,
41,
24,
28,
16,
26,
17,
17,
32,
11,
29,
32,
43,
45,
33,
24,
26,
154,
318,
354,
61,
32,
25,
63,
14,
77,
17,
44,
36,
34,
28,
27,
28,
29,
24,
49,
50,
68,
53,
46,
112,
215,
124,
41,
41,
46,
39,
47,
39,
25,
31,
42,
28,
69,
47,
27,
30,
30,
48,
38,
41,
38,
37,
22,
28,
45,
39,
36,
34,
39
] |
[
"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: -26.32%",
"予測される変化率: [カラム_0] 予測される変化率: 2.63%",
"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] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -26.32%",
"Forecasted change rate: [column_0] Forecasted change rate: 2.63%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.81 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 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 42 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 72 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 42.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 72."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
24,
24,
22,
77,
81,
29,
18,
24,
23,
16,
58,
66,
16,
19,
18,
11,
5,
38,
39,
21,
30,
12,
22,
14,
58,
87,
20,
12,
19,
5,
5,
16,
5,
7,
7,
1,
4,
7,
17,
5,
9,
11,
13,
5,
3,
2,
5,
4,
2,
15,
10,
9,
12,
12,
2,
11,
6,
11,
7,
8,
12,
14,
10,
7,
4,
6,
7,
4,
9,
8,
9,
4,
10,
12,
8,
9,
16,
4,
6,
3,
5,
11,
1,
5,
4,
6,
5,
8,
10,
9,
6,
7,
3,
8,
11,
4,
10,
9,
6,
12,
8,
10,
8,
3,
8,
4,
3,
4,
8,
7,
14,
7,
3,
11,
9,
5,
11,
5,
3,
5,
11,
8,
4,
3,
6,
5,
3,
6,
5,
3,
10,
6,
7,
6,
9,
5,
7,
1,
5,
5,
2,
11,
4,
5,
1,
9,
6,
6,
2,
6,
8,
10,
14,
7,
7,
2,
3,
6,
8,
4,
3,
1,
1,
4,
5,
7,
2,
9,
5,
3,
2,
9,
7,
4,
6,
9,
16,
5,
8,
6,
8,
2,
4,
1,
6,
11,
13,
11,
1,
8,
3,
7,
6,
9,
5,
7,
5,
4,
6,
11,
3,
7,
12,
11,
2,
4,
3,
13,
4,
8,
8,
11,
15,
167,
117,
216,
208,
179,
157,
390,
140,
114,
265,
257,
329,
346,
455,
219,
150,
3058,
2005,
1891,
2099,
2361,
906,
507,
1572,
1621,
1579,
1487,
1558,
588,
354,
1026,
1435,
1264,
1375,
1807,
575,
325,
415,
195,
132,
103,
99,
97,
71,
70,
52,
61,
55,
40,
47,
46,
54,
52,
54,
37,
50,
26,
30,
32,
41,
34,
39,
27,
31,
60,
39,
25,
25,
23,
32,
27,
19,
29,
14,
10,
29,
18,
23,
27,
22,
19,
26,
18,
24,
21,
36,
12,
15,
14,
17,
11,
20,
19,
25,
14,
19,
18,
18,
53,
19,
32,
15,
16,
12,
10,
20,
7,
22,
18,
15,
12,
26,
21,
17,
11,
22,
16,
10,
13,
22,
15,
19,
16,
42,
41,
32,
17,
18,
30,
36,
28,
31,
29,
10,
20,
9,
24,
25,
17,
17,
26,
21,
13,
17,
20,
64,
30,
13,
12,
16,
13,
24,
18,
25,
14,
11,
6,
11,
16,
11,
27,
10,
12,
9,
9,
7,
10,
9,
12,
7,
10,
6,
8,
9,
11,
11,
10,
8,
12,
8,
10,
12,
9,
12,
10,
15,
20,
10,
15,
21,
11,
2,
8,
6,
16,
7,
4,
7,
12,
16,
14,
9,
11,
11,
6,
8,
7,
9,
5,
11,
10,
12,
10,
12,
17,
9,
13,
13,
8,
5,
12,
2,
2,
2,
8,
7,
9,
6,
4,
7,
9,
6,
8,
12,
9,
10,
13,
4,
10,
14,
8,
12,
3,
9,
6,
5,
17,
18,
11,
7,
4,
7,
12,
5,
5,
14,
6,
9,
7,
14,
8,
9,
9,
8,
6,
9,
13,
14,
12,
12,
19,
8,
10,
14,
11,
19,
9,
11,
19,
8,
9,
16,
14,
11,
9,
9,
10,
10,
25,
10,
8,
12,
17,
12,
13,
12,
11,
11,
7
] |
[
3,
10,
17,
24,
15,
13,
16,
8,
6,
12,
14,
14,
12,
7,
11,
9,
11,
8,
14,
29,
8,
13,
7,
36,
44,
40,
43,
24,
31,
26,
20,
18,
37,
25,
18,
35,
49,
16,
11,
19,
23,
29,
31,
31,
28,
18,
14,
22,
21,
19,
19,
16,
26,
17,
17,
14,
34,
21,
18,
32,
28,
21,
35,
37,
15,
19,
35,
16,
34,
23,
30,
14,
23,
26,
18,
13,
21,
14,
14,
12,
24,
13,
12,
10,
13,
9,
23,
12,
21,
14,
15,
12,
14,
20,
16,
8
] |
[
"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: -70.83%",
"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4.07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: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -70.83%",
"Forecasted change rate: [column_0] Forecasted change rate: 166.67%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.07 times the mean)",
"Trend: [column_0] Trend change: from downward to stable",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 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 does not show a clear 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,
2,
5,
1,
3,
2,
3,
2,
3,
2,
1,
3,
2,
3,
1,
0,
1,
5,
3,
1,
4,
2,
0,
3,
7,
0,
0,
2,
5,
0,
1,
2,
2,
2,
2,
1,
4,
2,
5,
3,
7,
6,
4,
6,
6,
2,
4,
2,
0,
4,
1,
2,
3,
2,
5,
1,
5,
0,
5,
11,
8,
3,
1,
3,
2,
3,
1,
6,
2,
1,
2,
3,
4,
2,
3,
3,
2,
3,
3,
1,
4,
0,
4,
8,
2,
2,
1,
1,
2,
1,
3,
2,
5,
4,
6,
4,
4,
2,
4,
5,
3,
5,
1,
5,
2,
3,
4,
2,
5,
5,
3,
2,
1,
3,
0,
5,
3,
2,
1,
3,
1,
1,
3,
3,
6,
3,
3,
1,
3,
4,
5,
1,
0,
3,
0,
1,
0,
4,
1,
5,
2,
3,
0,
4,
4,
1,
1,
2,
5,
1,
2,
5,
2,
3,
7,
4,
3,
2,
3,
2,
5,
4,
2,
2,
1,
8,
2,
4,
5,
1,
5,
6,
6,
3,
5,
2,
3,
2,
3,
3,
2,
1,
3,
3,
1,
3,
2,
2,
5,
5,
5,
2,
5,
7,
3,
4,
3,
3,
2,
3,
5,
0,
4,
0,
4,
5,
1,
3,
4,
1,
5,
6,
1,
2,
3,
4,
8,
4,
3,
2,
3,
6,
3,
2,
2,
2,
2,
3,
1,
3,
4,
4,
4,
3,
3,
4,
0,
5,
1,
9,
5,
1,
4,
3,
3,
4,
0,
4,
1,
4,
3,
2,
0,
2,
2,
4,
6,
1,
0,
1,
3,
4,
3,
4,
7,
6,
5,
6,
2,
2,
5,
5,
4,
5,
3,
4,
3,
4,
4,
2,
3,
2,
2,
1,
3,
4,
0,
7,
4,
1,
2,
4,
2,
2,
3,
3,
2,
2,
2,
0,
6,
0,
8,
3,
0,
3,
1,
0,
1,
4,
8,
2,
5,
2,
5,
6,
9,
5,
6,
3,
3,
3,
2,
2,
4,
1,
68,
17,
2,
9,
7,
8,
10,
4,
9,
3,
6,
4,
7,
2,
2,
2,
3,
2,
13,
31,
5,
2,
7,
5,
5,
5,
6,
6,
3,
3,
6,
13,
3,
9,
10,
9,
4,
2,
6,
3,
4,
4,
7,
8,
4,
6,
4,
3,
3,
5,
5,
5,
3,
8,
5,
12,
2,
4,
6,
3,
12,
8,
8,
5,
14,
8,
9,
9,
4,
6,
3,
4,
5,
7,
5,
9,
4,
8,
3,
0,
5,
3,
2,
4,
3,
7,
3,
6,
3,
5,
8,
1,
0,
5,
0,
3,
1,
5,
7,
1,
3,
2,
0,
1,
2,
6,
0,
1,
1,
2,
0,
7,
2,
2,
1,
1,
5,
2,
3,
2,
6,
1,
2,
2,
1,
3,
4,
0,
5,
2,
5,
2,
2,
3,
4,
3,
0,
0,
4,
6,
1,
4,
2,
191,
251,
7,
3,
6,
1,
3,
0,
3,
0,
4,
3,
1,
4,
5,
2,
0,
2,
1,
2,
0,
6,
1,
1,
5,
5,
1,
3,
4,
0,
5,
6,
2,
1,
4,
0,
3,
4,
3,
5,
3,
1,
0
] |
[
1,
4,
5,
0,
3,
5,
1,
1,
3,
5,
3,
2,
3,
1,
3,
3,
5,
0,
3,
1,
4,
0,
3,
8,
1,
3,
1,
3,
12,
16,
4,
7,
5,
2,
4,
3,
3,
8,
5,
5,
7,
2,
1,
11,
4,
2,
1,
7,
1,
0,
2,
5,
4,
6,
4,
2,
3,
0,
6,
11,
4,
5,
1,
1,
5,
6,
1,
4,
2,
3,
3,
8,
4,
7,
7,
2,
5,
1,
3,
3,
3,
1,
6,
4,
2,
0,
7,
6,
2,
0,
3,
3,
2,
5,
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: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -100.00%",
"予測される変化率: [カラム_0] 予測される変化率: 200.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.04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: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 200.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.04 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 72 では、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 72."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
107,
94,
77,
93,
109,
90,
119,
85,
128,
102,
90,
113,
91,
74,
102,
72,
87,
84,
111,
73,
61,
89,
80,
76,
178,
144,
130,
138,
94,
92,
98,
109,
113,
83,
86,
73,
69,
97,
118,
127,
123,
110,
67,
114,
117,
105,
120,
110,
99,
94,
107,
81,
81,
110,
125,
115,
85,
112,
94,
85,
88,
107,
87,
125,
97,
90,
98,
136,
111,
119,
118,
112,
110,
132,
125,
148,
119,
151,
117,
129,
117,
131,
147,
129,
140,
148,
107,
122,
132,
136,
129,
150,
148,
92,
124,
154,
130,
118,
158,
157,
126,
116,
115,
126,
153,
100,
103,
112,
84,
99,
102,
715,
165,
132,
116,
136,
184,
121,
144,
135,
129,
125,
133,
149,
219,
243,
176,
148,
141,
169,
917,
345,
222,
177,
154,
172,
149,
197,
162,
159,
148,
147,
197,
190,
246,
161,
136,
192,
150,
138,
227,
353,
345,
227,
200,
165,
113,
128,
161,
161,
149,
156,
119,
113,
108,
163,
120,
131,
133,
178,
91,
100,
146,
97,
105,
450,
171,
138,
185,
130,
93,
87,
118,
163,
161,
134,
125,
129,
111,
124,
135,
122,
141,
185,
178,
167,
205,
164,
126,
167,
158,
189,
148,
193,
167,
179,
255,
299,
222,
207,
193,
179,
166,
163,
231,
214,
227,
212,
170,
163,
134,
189,
170,
136,
130,
178,
125,
185,
205,
193,
184,
183,
130,
163,
151,
205,
229,
218,
251,
214,
154,
149,
218,
174,
218,
183,
165,
153,
159,
173,
182,
191,
191,
176,
153,
89,
212,
152,
164,
192,
141,
128,
334,
173,
130,
130,
135,
114,
177,
115,
168,
150,
149,
127,
119,
125,
135,
158,
162,
245,
276,
151,
151,
140,
187,
174,
182,
194,
137,
131,
139,
175,
209,
184,
166,
165,
191,
149,
199,
207,
221,
268,
212,
143,
150,
195,
163,
164,
120,
127,
114,
127,
198,
178,
167,
187,
171,
160,
132,
141,
178,
194,
159,
186,
142,
126,
181,
217,
198,
155,
148,
173,
161,
179,
313,
186,
209,
220,
173,
213,
212,
218,
173,
175,
179,
176,
199,
289,
250,
221,
198,
195,
245,
279,
257,
223,
251,
189,
171,
182,
172,
206,
229,
190,
174,
162,
158,
162,
189,
217,
203,
268,
229,
170,
201,
210,
236,
238,
207,
198,
193,
177,
186,
242,
216,
206,
276,
268,
316,
430,
506,
292,
331,
288,
293,
387,
733,
645,
986,
1057,
1808,
2698,
7050,
3376,
2638,
3250,
2774,
2756,
2214,
2690,
2965,
2291,
1717,
1683,
1591,
1417,
1963,
2074,
1233,
656,
442,
406,
312,
309,
366,
339,
294,
319,
361,
293,
306,
342,
281,
280,
304,
275,
212,
252,
297,
223,
225,
255,
259,
185,
166,
276,
219,
209,
178,
180,
162,
194,
256,
182,
166,
192,
168,
153,
168,
175,
159,
140,
144,
154,
141,
138,
160,
173,
112,
121,
115,
136,
109,
141,
126,
129,
127,
142,
118,
156,
146,
138,
121,
121,
98,
125,
144,
171,
129,
122,
128,
163,
109,
136,
178,
144,
129,
122,
135,
124,
129,
133,
137,
159,
147,
116,
96,
119,
157,
164,
138,
146
] |
[
125,
109,
112,
176,
199,
158,
168,
108,
132,
125,
140,
149,
131,
148,
127,
137,
130,
272,
136,
153,
137,
136,
88,
142,
165,
129,
145,
115,
133,
917,
157,
175,
191,
119,
109,
89,
118,
165,
142,
124,
112,
127,
114,
122,
135,
160,
470,
290,
222,
134,
156,
165,
151,
124,
155,
195,
189,
133,
132,
167,
181,
182,
196,
148,
127,
187,
160,
157,
178,
191,
180,
164,
150,
207,
143,
172,
167,
171,
109,
150,
176,
166,
167,
138,
98,
158,
158,
182,
166,
127,
136,
115,
127,
118,
140,
123
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 36.45%",
"予測される変化率: [カラム_0] 予測される変化率: -1.60%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.92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: 36.45%",
"Forecasted change rate: [column_0] Forecasted change rate: -1.60%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.92 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 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 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 88.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
2,
1,
1,
2,
3,
6,
5,
2,
0,
2,
1,
1,
1,
0,
4,
0,
6,
1,
5,
1,
0,
2,
4,
4,
2,
1,
2,
4,
3,
7,
3,
0,
1,
1,
0,
2,
3,
2,
4,
4,
0,
0,
2,
4,
0,
1,
0,
3,
5,
0,
1,
1,
2,
3,
1,
3,
1,
4,
4,
0,
0,
1,
0,
6,
2,
1,
1,
6,
3,
2,
0,
1,
1,
0,
7,
5,
3,
3,
9,
5,
3,
2,
1,
1,
0,
1,
3,
1,
1,
0,
6,
4,
4,
0,
4,
2,
2,
3,
5,
4,
0,
2,
0,
4,
1,
2,
0,
1,
1,
1,
2,
2,
2,
1,
2,
2,
4,
1,
6,
1,
1,
0,
1,
5,
5,
5,
1,
3,
4,
2,
3,
3,
2,
0,
3,
2,
1,
1,
0,
9,
6,
3,
3,
1,
1,
2,
2,
1,
6,
0,
1,
6,
0,
0,
5,
0,
1,
0,
1,
0,
2,
4,
1,
1,
2,
7,
0,
3,
5,
0,
0,
2,
4,
6,
3,
12,
0,
0,
2,
4,
0,
1,
0,
0,
4,
1,
0,
1,
4,
1,
0,
4,
2,
0,
5,
3,
6,
1,
3,
1,
3,
5,
2,
2,
5,
3,
1,
3,
3,
0,
1,
4,
1,
2,
4,
2,
1,
6,
3,
2,
2,
0,
4,
5,
8,
4,
5,
4,
3,
5,
16,
2,
3,
3,
3,
0,
2,
1,
4,
1,
5,
3,
6,
5,
2,
2,
2,
0,
0,
4,
3,
1,
3,
5,
4,
3,
3,
9,
6,
3,
2,
3,
1,
4,
0,
8,
0,
1,
6,
2,
8,
5,
8,
5,
4,
1,
0,
0,
2,
8,
2,
1,
5,
4,
3,
2,
0,
0,
2,
3,
1,
3,
3,
4,
3,
3,
4,
10,
4,
2,
2,
3,
4,
2,
2,
5,
1,
1,
1,
1,
3,
1,
4,
3,
4,
1,
5,
1,
1,
1,
8,
1,
0,
2,
2,
1,
2,
7,
2,
6,
4,
3,
0,
5,
0,
2,
0,
5,
1,
0,
4,
2,
4,
1,
4,
5,
2,
2,
0,
6,
0,
0,
3,
1,
1,
1,
4,
3,
4,
2,
1,
1,
2,
1,
1,
1,
15,
2,
1,
1,
10,
1,
3,
5,
1,
0,
1,
1,
2,
0,
1,
4,
2,
8,
3,
2,
5,
1,
4,
3,
1,
1,
2,
4,
4,
2,
0,
3,
4,
1,
1,
0,
3,
1,
2,
4,
7,
2,
1,
1,
3,
5,
3,
2,
2,
13,
2,
2,
4,
2,
1,
0,
1,
2,
1,
4,
3,
4,
1,
3,
2,
2,
2,
1,
2,
3,
3,
3,
4,
2,
6,
5,
7,
2,
1,
3,
1,
2,
0,
4,
4,
2,
9,
5,
5,
1,
1,
5,
3,
2,
1,
3,
11,
2,
6,
3,
5,
3,
3,
3,
0,
2,
1,
5,
4,
4,
4,
7,
1,
1,
3,
3,
5,
4,
1,
1,
0,
3,
3,
4,
7,
4,
3,
7,
4,
1,
2,
7,
2,
4,
7,
5,
4,
0,
5,
8,
4,
7,
1,
2,
5
] |
[
1,
0,
4,
1,
7,
5,
2,
1,
1,
2,
6,
4,
3,
3,
4,
6,
3,
4,
11,
11,
4,
11,
4,
3,
12,
9,
3,
6,
13,
3,
1,
2,
2,
3,
9,
9,
3,
3,
0,
2,
0,
3,
1,
3,
1,
2,
6,
4,
2,
3,
2,
2,
1,
6,
10,
1,
7,
2,
3,
4,
3,
3,
2,
5,
2,
1,
3,
3,
0,
3,
3,
2,
1,
2,
0,
1,
0,
1,
12,
0,
4,
5,
1,
1,
3,
3,
1,
3,
7,
3,
3,
1,
3,
6,
6,
1
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 150.00%",
"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0.87倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 45個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 150.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.87 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 does not show a clear 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 |
[
360,
140,
126,
203,
77,
82,
78,
81,
88,
88,
95,
100,
82,
75,
67,
79,
66,
86,
63,
79,
84,
75,
69,
66,
37,
47,
48,
64,
56,
130,
70,
39,
47,
39,
52,
56,
77,
61,
55,
43,
101,
57,
107,
104,
98,
55,
46,
77,
69,
78,
54,
72,
62,
70,
74,
106,
65,
70,
66,
75,
82,
74,
63,
89,
69,
92,
60,
50,
62,
74,
71,
54,
64,
284,
89,
87,
78,
61,
67,
75,
66,
57,
77,
85,
76,
79,
80,
80,
128,
121,
116,
289,
171,
93,
83,
110,
150,
259,
453,
687,
451,
4104,
450,
233,
205,
208,
181,
164,
199,
153,
161,
164,
170,
234,
198,
448,
238,
183,
244,
260,
200,
225,
149,
111,
114,
140,
112,
81,
108,
138,
113,
107,
117,
100,
121,
130,
140,
149,
114,
79,
92,
123,
139,
110,
101,
93,
77,
98,
71,
87,
70,
73,
84,
69,
73,
64,
123,
81,
82,
79,
93,
85,
81,
94,
79,
82,
64,
71,
126,
104,
114,
164,
95,
86,
75,
122,
103,
157,
85,
67,
101,
96,
151,
144,
208,
96,
106,
85,
414,
110,
106,
142,
687,
136,
99,
98,
100,
92,
79,
86,
92,
89,
104,
93,
105,
90,
2183,
427,
205,
166,
243,
162,
160,
131,
147,
103,
131,
117,
93,
121,
111,
107,
167,
201,
303,
559,
322,
178,
99,
124,
114,
130,
113,
128,
123,
129,
102,
84,
108,
115,
123,
125,
81,
202,
172,
236,
306,
227,
179,
207,
345,
353,
261,
244,
341,
1155,
821,
1574,
1693,
1874,
2432,
1366,
1108,
1027,
3506,
11617,
2816,
1258,
877,
1581,
601,
439,
659,
428,
383,
270,
254,
257,
227,
229,
181,
188,
177,
212,
186,
133,
153,
175,
161,
161,
105,
191,
122,
123,
122,
113,
113,
115,
91,
106,
139,
113,
105,
110,
80,
86,
102,
83,
85,
121,
124,
96,
130,
78,
90,
94,
91,
122,
218,
112,
81,
106,
81,
121,
106,
180,
111,
89,
82,
72,
80,
73,
91,
73,
2561,
361,
141,
129,
122,
122,
114,
123,
93,
94,
83,
160,
99,
99,
100,
91,
96,
87,
96,
73,
83,
93,
101,
74,
176,
135,
95,
118,
95,
82,
103,
133,
214,
124,
89,
79,
198,
152,
129,
134,
115,
125,
106,
96,
107,
108,
96,
83,
75,
87,
83,
92,
97,
79,
58,
63,
84,
85,
96,
120,
162,
158,
122,
136,
90,
111,
88,
114,
98,
98,
64,
78,
73,
98,
85,
80,
99,
81,
110,
104,
108,
135,
146,
178,
89,
121,
118,
116,
102,
93,
78,
119,
111,
102,
90,
81,
76,
80,
88,
131,
72,
96,
100,
104,
79,
81,
67,
86,
86,
413,
123,
130,
91,
105,
152,
177,
126,
103,
108,
86,
99,
127,
114,
87,
195,
107,
92,
109,
218,
100,
112,
123,
110,
108,
116,
147,
150,
197,
154,
126,
100,
107,
298,
127,
122,
126,
205,
155,
130,
117,
99,
136,
196,
174,
100,
100,
98,
91,
81,
109,
94,
128,
95,
120,
115,
110,
127,
127,
86,
93,
91,
68,
107,
177,
533,
153,
137,
174
] |
[
165,
165,
141,
109,
126,
132,
111,
115,
112,
154,
110,
140,
117,
98,
195,
110,
163,
124,
134,
115,
109,
97,
129,
125,
94,
109,
109,
93,
127,
90,
189,
108,
165,
110,
170,
154,
149,
230,
254,
109,
115,
141,
93,
97,
115,
113,
150,
113,
107,
155,
506,
201,
278,
131,
169,
133,
122,
219,
165,
339,
159,
171,
188,
211,
178,
842,
293,
204,
170,
189,
163,
164,
259,
159,
143,
178,
182,
262,
143,
149,
149,
190,
220,
274,
188,
147,
200,
173,
149,
190,
196,
186,
167,
207,
227,
165
] |
[
"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: -51.67%",
"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2.81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: 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4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -51.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.81 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 61",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 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 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 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
174,
194,
197,
223,
187,
222,
226,
342,
248,
301,
249,
257,
276,
241,
212,
208,
201,
180,
207,
253,
249,
256,
252,
198,
237,
239,
235,
284,
293,
254,
275,
272,
278,
271,
244,
243,
315,
199,
233,
264,
281,
227,
281,
259,
252,
204,
264,
274,
246,
284,
331,
243,
266,
364,
331,
332,
243,
262,
246,
223,
312,
287,
298,
261,
256,
233,
207,
192,
217,
242,
215,
237,
245,
217,
238,
248,
220,
243,
228,
247,
224,
193,
292,
193,
239,
265,
313,
209,
192,
237,
227,
207,
258,
268,
228,
229,
259,
257,
218,
226,
268,
246,
186,
246,
226,
229,
196,
203,
200,
202,
226,
221,
212,
209,
215,
192,
214,
204,
246,
209,
210,
204,
163,
251,
254,
244,
221,
209,
198,
186,
201,
190,
222,
185,
195,
174,
159,
164,
188,
272,
260,
254,
218,
146,
209,
242,
220,
210,
212,
190,
199,
209,
222,
197,
202,
216,
213,
189,
183,
301,
296,
253,
276,
235,
227,
296,
256,
200,
209,
190,
176,
146,
185,
282,
204,
189,
166,
211,
240,
256,
277,
283,
312,
311,
229,
287,
236,
302,
340,
291,
235,
263,
245,
230,
259,
240,
248,
217,
235,
224,
234,
250,
274,
257,
214,
213,
220,
309,
255,
273,
308,
271,
235,
186,
258,
247,
220,
239,
209,
248,
283,
228,
216,
242,
244,
329,
374,
256,
236,
281,
216,
230,
230,
209,
236,
220,
302,
371,
231,
273,
340,
238,
283,
201,
215,
211,
275,
190,
192,
223,
226,
232,
272,
214,
286,
213,
217,
266,
209,
208,
209,
195,
167,
204,
178,
208,
172,
199,
169,
153,
196,
187,
234,
217,
179,
221,
207,
261,
275,
250,
242,
235,
224,
186,
222,
314,
246,
227,
222,
204,
158,
175,
220,
344,
187,
220,
198,
170,
236,
231,
440,
237,
267,
303,
258,
255,
254,
290,
300,
261,
248,
277,
260,
317,
268,
280,
216,
215,
207,
240,
233,
223,
229,
221,
214,
215,
216,
243,
211,
219,
195,
214,
183,
191,
255,
198,
184,
186,
166,
169,
195,
235,
178,
155,
181,
172,
185,
214,
186,
164,
180,
184,
194,
211,
204,
197,
183,
185,
196,
161,
136,
299,
167,
171,
200,
189,
189,
152,
187,
217,
208,
200,
227,
196,
196,
179,
197,
195,
164,
196,
192,
178,
185,
234,
196,
182,
181,
175,
190,
194,
244,
238,
219,
183,
154,
178,
214,
192,
213,
182,
199,
162,
217,
245,
212,
200,
169,
212,
195,
169,
196,
213,
173,
188,
182,
170,
182,
175,
193,
223,
262,
208,
250,
203,
231,
258,
229,
193,
193,
209,
208,
240,
227,
239,
194,
223,
176,
230,
264,
234,
235,
215,
213,
253,
194,
208,
230,
226,
260,
517,
401733,
170827,
4045,
2108,
1247,
1097,
1187,
878,
375,
328,
303,
313,
360,
265,
286,
231,
292,
271,
231,
257,
242,
267,
229,
256,
281,
254,
223,
263,
202,
226,
233,
232,
228,
237,
195,
169,
192,
161,
182,
195,
198,
174,
217,
139,
188,
189,
196,
146,
184,
193,
211,
199,
237,
214,
195,
203,
195,
194,
172,
215,
187,
198
] |
[
188,
229,
176,
242,
235,
241,
241,
248,
196,
156,
185,
200,
185,
204,
225,
196,
222,
189,
232,
246,
187,
187,
213,
209,
211,
210,
235,
229,
200,
200,
171,
205,
216,
246,
241,
236,
234,
201,
266,
238,
219,
214,
249,
243,
221,
261,
254,
240,
236,
287,
254,
206,
196,
192,
227,
260,
230,
236,
195,
204,
234,
222,
178,
204,
254,
214,
204,
196,
233,
299,
274,
235,
266,
228,
240,
239,
226,
220,
223,
183,
248,
215,
219,
207,
195,
186,
215,
206,
228,
244,
264,
194,
221,
238,
238,
299
] |
[
"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: 13.79%",
"予測される変化率: [カラム_0] 予測される変化率: 59.04%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の14.93倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: upward",
"Historical change rate: [column_0] Historical change rate: 13.79%",
"Forecasted change rate: [column_0] Forecasted change rate: 59.04%",
"Volatility: [column_0] Volatility: high (standard deviation is 14.93 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 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 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
0,
2,
4,
0,
2,
1,
7,
4,
3,
3,
7,
3,
4,
7,
8,
2,
2,
8,
10,
6,
5,
4,
4,
5,
4,
2,
2,
5,
2,
4,
6,
5,
3,
2,
1,
12,
6,
2,
5,
9,
5,
5,
6,
6,
3,
2,
9,
1,
4,
2,
4,
9,
4,
1,
16,
11,
4,
2,
5,
8,
2,
1,
9,
1,
8,
3,
3,
6,
8,
5,
9,
5,
5,
13,
6,
7,
144,
60,
52,
46,
133,
30,
34,
19,
41,
26,
14,
16,
16,
28,
23,
10,
3,
9,
9,
12,
19,
20,
11,
5,
6,
3,
5,
3,
7,
8,
2,
4,
11,
7,
6,
9,
3,
3,
4,
6,
8,
50,
3,
0,
4,
3,
4,
10,
18,
11,
9,
5,
5,
14,
13,
4,
65,
83,
41,
32,
81,
175,
58,
17,
12,
11,
6,
8,
6,
7,
11,
6,
12,
7,
4,
11,
3,
4,
1,
22,
6,
6,
4,
4,
10,
4,
6,
4,
3,
6,
7,
8,
20,
120,
53,
494,
86,
48,
18,
10,
5,
6,
14,
8,
9,
9,
3,
8,
4,
7,
5,
6,
5,
10,
6,
6,
8,
7,
3,
4,
4,
4,
7,
5,
4,
7,
7,
5,
8,
11,
8,
5,
10,
8,
5,
4,
8,
15,
6,
6,
9,
7,
18,
28,
25,
45,
113,
190,
87,
228,
1717,
281,
195,
67,
32,
23,
21,
31,
18,
21,
10,
12,
14,
17,
27,
15,
12,
15,
30,
16,
5,
9,
13,
18,
6,
11,
3,
10,
6,
3,
17,
15,
4,
11,
16,
164,
610,
586,
443,
881,
1158,
1125,
644,
6025,
11945,
2872,
1039,
363,
216,
272,
387,
225,
167,
90,
78,
50,
74,
51,
60,
237,
85,
45,
23,
25,
33,
32,
28,
36,
33,
38,
31,
55,
33,
20,
28,
38,
31,
21,
38,
28,
65,
35,
9,
21,
9,
15,
12,
24,
14,
16,
15,
7,
20,
17,
7,
7,
14,
7,
12,
8,
11,
19,
14,
8,
12,
10,
8,
21,
36,
26,
45,
17,
229,
61,
32,
18,
28,
15,
13,
9,
14,
13,
23,
14,
12,
6,
5,
10,
113,
46,
17,
9,
23,
14,
9,
13,
11,
12,
11,
8,
5,
6,
8,
8,
5,
13,
12,
3,
7,
18,
8,
4,
11,
4,
17,
7,
10,
8,
7,
4,
5,
2,
3,
15,
10,
7,
15,
13,
14,
6,
9,
8,
9,
6,
4,
6,
5,
9,
8,
13,
3,
12,
4,
4,
7,
20,
7,
10,
14,
12,
12,
11,
10,
5,
8,
3,
15,
11,
2,
6,
4,
5,
6,
12,
5,
5,
7,
5,
6,
7,
6,
8,
7,
4,
3,
5,
4,
4,
5,
5,
3,
5,
10,
4,
3,
5,
7,
0,
5,
4,
2,
12,
4,
4,
0,
7,
2,
8,
1,
4,
11,
4,
7,
3,
0,
2,
3,
2,
4,
9,
3,
4,
8,
9,
4,
12,
5,
6,
20,
5,
2,
9,
8,
5,
4,
5,
3,
12,
13,
21,
35,
35,
33,
23,
9,
21,
20,
17,
6,
9,
15,
6,
11,
8,
3
] |
[
8,
15,
8,
9,
7,
2,
8,
6,
9,
3,
6,
6,
6,
3,
4,
4,
2,
8,
14,
6,
105,
57,
36,
87,
25,
16,
19,
5,
7,
8,
4,
6,
10,
3,
6,
1,
25,
11,
9,
9,
0,
2,
8,
5,
8,
1,
6,
13,
14,
9,
12,
7,
9,
10,
12,
9,
10,
11,
2,
14,
12,
28,
13,
11,
12,
89,
132,
389,
666,
329,
948,
940,
1574,
2871,
989,
246,
121,
83,
50,
56,
64,
53,
46,
28,
34,
34,
56,
44,
66,
48,
105,
89,
48,
38,
57,
84
] |
[
"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: -25.00%",
"予測される変化率: [カラム_0] 予測される変化率: 950.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.98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: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -25.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 950.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.98 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 76 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 76.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
53,
40,
13,
14,
19,
18,
16,
51,
15,
19,
7,
20,
25,
21,
52,
53,
35,
13,
18,
28,
75,
38,
10,
2,
5,
6,
10,
9,
9,
20,
10,
2,
2,
8,
11,
7,
12,
12,
44,
7,
6,
16,
21,
21,
38,
12,
9,
11,
26,
25,
16,
8,
9,
14,
16,
12,
101,
7,
11,
7,
6,
7,
13,
17,
8,
17,
11,
9,
13,
23,
24,
17,
22,
7,
11,
20,
35,
22,
14,
11,
14,
18,
8,
25,
21,
24,
29,
32,
12,
6,
59,
90,
43,
15,
8,
13,
16,
31,
16,
16,
9,
16,
13,
36,
108,
7,
26,
18,
13,
6,
12,
22,
9,
28,
16,
15,
21,
8,
22,
25,
18,
7,
12,
18,
10,
4,
8,
9,
20,
28,
60,
11,
35,
8,
18,
9,
20,
18,
14,
6,
13,
32,
19,
10,
15,
18,
21,
12,
15,
11,
5,
22,
13,
9,
14,
10,
15,
21,
11,
6,
11,
13,
13,
11,
8,
11,
16,
7,
16,
10,
10,
8,
17,
13,
14,
15,
11,
5,
18,
10,
15,
13,
7,
14,
14,
11,
23,
24,
9,
15,
20,
12,
8,
14,
17,
13,
7,
18,
12,
8,
9,
17,
11,
33,
17,
4,
16,
10,
10,
11,
12,
13,
21,
6,
11,
10,
15,
15,
12,
16,
21,
7,
16,
36,
32,
24,
27,
13,
11,
19,
13,
20,
22,
57,
21,
20,
15,
25,
31,
31,
31,
19,
33,
29,
28,
29,
20,
87,
14,
17,
18,
16,
13,
14,
10,
20,
16,
8,
23,
10,
22,
19,
23,
35,
16,
13,
11,
14,
15,
18,
18,
19,
40,
48,
17,
11,
12,
33,
37,
20,
17,
12,
21,
21,
18,
17,
14,
18,
20,
18,
12,
15,
26,
55,
24,
31,
16,
18,
13,
14,
21,
12,
27,
8,
8,
12,
17,
24,
10,
10,
33,
22,
7,
13,
33,
76,
43,
24,
16,
16,
4,
12,
11,
10,
24,
25,
23,
31,
23,
18,
9,
49,
21,
8,
19,
59,
26,
10,
13,
8,
17,
22,
8,
10,
22,
15,
5,
15,
10,
29,
14,
13,
35,
11,
13,
10,
17,
9,
14,
10,
15,
20,
24,
20,
75,
32,
13,
11,
9,
7,
10,
15,
14,
16,
24,
15,
13,
32,
15,
35,
39,
11,
11,
12,
5,
14,
10,
34,
9,
15,
20,
9,
14,
21,
7,
11,
7,
13,
10,
5,
11,
13,
10,
13,
20,
26,
28,
17,
16,
9,
12,
13,
14,
6,
9,
7,
9,
14,
8,
15,
9,
40,
13,
7,
13,
7,
37,
13,
27,
17,
12,
21,
19,
36,
18,
36,
15,
11,
13,
13,
84,
52,
21,
13,
10,
13,
22,
12,
41,
122,
195,
78,
35,
99,
16,
14,
18,
14,
7,
11,
30,
16,
16,
20,
9,
33,
21,
21,
11,
35,
31,
14,
25,
14,
26,
12,
46,
8,
14,
15,
12,
18,
15,
13,
10,
33,
13,
19,
10,
14,
33,
4,
182,
24,
15,
45,
13,
29,
18,
10,
11,
20,
13,
11,
18,
16,
12,
17,
20,
13,
27,
20
] |
[
17,
20,
32,
27,
15,
21,
17,
11,
13,
19,
14,
17,
9,
16,
15,
11,
10,
23,
12,
20,
19,
14,
22,
23,
179,
19,
22,
16,
11,
8,
21,
6,
14,
10,
8,
11,
7,
10,
9,
18,
14,
8,
19,
7,
11,
11,
37,
18,
15,
16,
184,
170,
13,
7,
19,
14,
12,
13,
13,
27,
24,
81,
30,
161,
12,
28,
71,
29,
34,
34,
29,
15,
11,
11,
25,
17,
23,
15,
32,
19,
17,
8,
25,
17,
29,
26,
9,
11,
29,
25,
22,
21,
15,
29,
16,
44
] |
[
"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: -62.26%",
"予測される変化率: [カラム_0] 予測される変化率: 158.82%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.03倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -62.26%",
"Forecasted change rate: [column_0] Forecasted change rate: 158.82%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.03 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 59",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 38 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 38.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2753,
2722,
1926,
2045,
1317,
1439,
1503,
1186,
2997,
23898,
141280,
83880,
70294,
28066,
14655,
11485,
9218,
16336,
7985,
6247,
5652,
6052,
4356,
4049,
4530,
3753,
3540,
3206,
2910,
3799,
2886,
6462,
4229,
2845,
4133,
3400,
3028,
4561,
16435,
4814,
2881,
2649,
2399,
2097,
8811,
3717,
2825,
1976,
6440,
4123,
2852,
2978,
6239,
2591,
1572,
1552,
3474,
2353,
1757,
1837,
5720,
2688,
2393,
2098,
1564,
2724,
1874,
1449,
2785,
1670,
2181,
1493,
1243,
6917,
3108,
1951,
2553,
1585,
1053,
1007,
1204,
3988,
1664,
1290,
1476,
1944,
1550,
2919,
2172,
1445,
1748,
4776,
2190,
1375,
1386,
5599,
1513,
1214,
1166,
1474,
1370,
1448,
1587,
1118,
967,
882,
787,
837,
2970,
1639,
1216,
1566,
1710,
2431,
2033,
1737,
5289,
1447,
1212,
1075,
868,
843,
1516,
1059,
909,
1929,
1561,
1322,
1430,
2648,
1480,
1076,
1132,
1037,
1118,
1214,
1285,
1136,
800,
923,
709,
762,
780,
6221,
4196,
1845,
1372,
2745,
1137,
924,
7881,
3759,
2074,
1400,
1107,
1123,
1151,
2467,
1511,
1504,
3221,
2000,
1628,
1169,
1543,
1010,
806,
728,
701,
700,
656,
972,
872,
899,
879,
807,
839,
959,
1418,
1043,
4099,
1340,
1060,
895,
931,
1961,
1331,
1003,
1198,
992,
921,
812,
2759,
2241,
897,
1039,
807,
741,
770,
904,
1513,
1006,
1178,
904,
1458,
1045,
6868,
1925,
1054,
978,
899,
872,
1399,
1446,
1371,
873,
926,
838,
768,
832,
963,
1693,
906,
916,
830,
687,
736,
1261,
1049,
944,
983,
1313,
1302,
889,
868,
942,
1031,
1226,
865,
1115,
939,
955,
1970,
938,
796,
953,
854,
745,
1095,
1538,
986,
1042,
984,
3605,
1236,
1147,
3914,
1377,
935,
1398,
7385,
1996,
1142,
8098,
1445,
942,
1933,
1346,
1196,
2520,
1792,
1298,
1244,
959,
781,
1029,
1107,
1152,
674,
817,
790,
768,
648,
775,
1268,
710,
651,
973,
789,
1049,
1265,
923,
589,
850,
904,
828,
833,
1131,
998,
674,
971,
1164,
839,
699,
756,
1507,
1174,
1667,
953,
752,
704,
1087,
839,
844,
1293,
1004,
778,
815,
987,
1042,
773,
1320,
1090,
798,
923,
3802,
3289,
1912,
1715,
2536,
1919,
1453,
2413,
1443,
1234,
1655,
1363,
1366,
1423,
2815,
2678,
1693,
1741,
1629,
1849,
2043,
2409,
64941,
21474,
5388,
3696,
11345,
3602,
2624,
2369,
1689,
13036,
3390,
1871,
1281,
2205,
25865,
5173,
2558,
1744,
2324,
2389,
63621,
15421,
5143,
3103,
4097,
41301,
9937,
4356,
5409,
2737,
24100,
23183,
12834,
5077,
3500,
2755,
1973,
1693,
1563,
1661,
1541,
1542,
1773,
1358,
1146,
1058,
1544,
12975,
6092,
3233,
5411,
5289,
2921,
3667,
3335,
3615,
3716,
2439,
2960,
2112,
2191,
1640,
1753,
3037,
1929,
1579,
1332,
1325,
2392,
2698,
1742,
2005,
1711,
4691,
3687,
2589,
2868,
1850,
1471,
2998,
13610,
16143,
5996,
3924,
2884,
1996,
1458,
1226,
994,
1096,
1888,
1476,
2554,
1894,
1284,
1466,
1197,
1197,
2224,
1463,
1086,
1193,
946,
989,
1990,
1326,
1261,
1026,
978,
1008,
762,
936,
1112,
791,
709,
802,
1253,
1148,
1314,
1089,
960,
868,
809,
1142,
750,
810,
1019,
1330,
867,
847,
1228,
1063,
1138,
2295,
1798,
1388,
2173,
2203,
1354,
1402,
1724,
3908,
2341,
1848,
1706,
1287,
1294,
1724,
1047,
830,
711,
858,
1256,
1740,
1475,
1375,
1186,
748,
964,
1311,
1752,
1893,
857,
721,
742
] |
[
1039,
1039,
996,
2145,
1362,
1301,
8428,
4914,
2010,
1598,
1494,
946,
2009,
1451,
944,
791,
860,
1088,
750,
661,
951,
821,
652,
1034,
901,
656,
857,
828,
756,
681,
801,
740,
1119,
1158,
4674,
5597,
2841,
2774,
1409,
1458,
1341,
1072,
1025,
1357,
5578,
1905,
980,
1270,
1129,
1097,
880,
952,
1578,
951,
1048,
998,
1096,
1242,
1648,
1430,
1052,
1008,
1035,
1097,
960,
1037,
17170,
6049,
2672,
1832,
1102,
985,
1212,
1360,
859,
784,
1169,
1031,
846,
963,
882,
691,
807,
1229,
1150,
847,
833,
1322,
758,
724,
2099,
1081,
746,
872,
2010,
1542
] |
[
"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: -73.05%",
"予測される変化率: [カラム_0] 予測される変化率: 48.41%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.82倍)",
"トレンド: [カラム_0] トレンドの継続: 下降傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -73.05%",
"Forecasted change rate: [column_0] Forecasted change rate: 48.41%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.82 times the mean)",
"Trend: [column_0] Trend continuation: downward trend continues",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 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 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 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
2,
2,
4,
3,
2,
4,
2,
4,
3,
4,
1,
6,
14,
2,
4,
1,
5,
14,
5,
3,
8,
4,
5,
8,
3,
3,
7,
5,
3,
2,
7,
4,
1,
2,
2,
5,
4,
7,
1,
3,
1,
4,
3,
5,
2,
5,
3,
4,
1,
8,
7,
3,
2,
0,
4,
2,
3,
3,
3,
3,
3,
4,
7,
4,
2,
5,
3,
2,
4,
5,
3,
2,
1,
5,
4,
6,
10,
2,
7,
3,
0,
1,
6,
5,
1,
10,
1,
4,
4,
6,
5,
6,
6,
2,
2,
4,
3,
5,
4,
6,
3,
6,
6,
2,
8,
2,
8,
8,
1,
2,
4,
1,
1,
2,
5,
2,
3,
2,
4,
4,
2,
4,
5,
6,
0,
5,
0,
3,
4,
8,
2,
4,
1,
2,
1,
8,
2,
2,
2,
4,
7,
1,
2,
7,
8,
4,
3,
2,
3,
6,
12,
8,
8,
4,
6,
4,
9,
7,
6,
5,
4,
7,
5,
3,
9,
5,
8,
6,
8,
2,
5,
13,
4,
1,
5,
2,
4,
8,
8,
6,
4,
4,
4,
4,
5,
5,
9,
5,
5,
1,
5,
3,
5,
0,
2,
3,
1,
4,
9,
5,
7,
4,
6,
1,
5,
8,
6,
11,
7,
8,
9,
7,
8,
12,
7,
8,
9,
6,
4,
3,
5,
4,
2,
8,
12,
4,
3,
6,
4,
6,
5,
4,
1,
3,
6,
6,
5,
7,
5,
3,
11,
5,
11,
4,
7,
9,
3,
4,
7,
5,
4,
7,
5,
2,
5,
5,
6,
3,
2,
13,
3,
8,
10,
4,
6,
4,
4,
7,
2,
8,
4,
6,
5,
7,
5,
2,
5,
3,
3,
8,
4,
5,
2,
10,
6,
6,
3,
12,
17,
2,
5,
5,
5,
5,
14,
8,
5,
2,
6,
2,
6,
3,
8,
5,
10,
6,
4,
5,
3,
4,
13,
4,
8,
10,
7,
6,
5,
10,
8,
9,
5,
3,
9,
13,
4,
3,
4,
6,
6,
7,
12,
3,
6,
4,
2,
6,
4,
5,
8,
10,
24,
8,
24,
13,
16,
5,
12,
3,
9,
4,
6,
7,
7,
6,
4,
0,
43,
6,
7,
9,
6,
6,
3,
7,
2,
8,
9,
9,
2,
6,
8,
6,
4,
11,
5,
7,
4,
3,
14,
8,
7,
11,
8,
5,
2,
3,
8,
9,
7,
13,
1,
5,
6,
6,
5,
8,
3,
1,
8,
6,
6,
4,
3,
9,
2,
8,
5,
12,
9,
5,
7,
4,
4,
3,
14,
6,
6,
5,
5,
6,
9,
6,
9,
5,
3,
8,
4,
2,
8,
10,
3,
6,
4,
2,
5,
5,
11,
3,
4,
7,
4,
6,
12,
6,
3,
4,
6,
2,
8,
5,
9,
3,
12,
15,
4,
6,
1,
10,
8,
1,
8,
9,
7,
4,
5,
4,
10,
16,
261,
239,
7,
5,
6,
4,
7,
6,
3,
7,
8,
3,
4,
11,
4,
4,
13,
4,
6,
8,
3,
5,
5,
8,
6,
8,
12,
2,
3,
2,
4,
4,
5,
1,
0,
4,
4,
1,
4,
2,
2,
4,
1
] |
[
2,
7,
6,
7,
8,
19,
25,
16,
11,
18,
4,
5,
5,
3,
11,
2,
6,
6,
4,
3,
2,
5,
11,
8,
9,
9,
8,
10,
15,
5,
25,
4,
10,
11,
19,
6,
10,
4,
12,
6,
11,
3,
1,
6,
7,
3,
5,
0,
7,
1,
1,
5,
4,
1,
3,
3,
5,
7,
6,
5,
5,
7,
2,
2,
5,
6,
6,
6,
6,
0,
2,
5,
5,
4,
5,
4,
5,
2,
7,
4,
5,
2,
1,
5,
6,
13,
13,
8,
5,
4,
11,
1,
9,
5,
3,
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: 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2.27倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 200.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.27 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 |
[
2,
3,
2,
3,
2,
2,
1,
4,
5,
3,
4,
7,
4,
6,
2,
2,
0,
4,
3,
3,
2,
5,
5,
3,
2,
3,
3,
3,
1,
0,
2,
2,
2,
2,
2,
5,
2,
4,
3,
0,
4,
2,
4,
5,
2,
5,
2,
4,
2,
2,
0,
2,
2,
1,
0,
3,
3,
1,
3,
11,
2,
3,
5,
4,
2,
2,
2,
1,
5,
3,
1,
2,
2,
5,
6,
6,
2,
21,
64,
17,
11,
15,
44,
81,
36,
20,
17,
11,
30,
56,
33,
41,
15,
24,
14,
24,
19,
49,
39,
47,
7,
10,
9,
27,
19,
5,
15,
7,
6,
23,
13,
26,
14,
30,
15,
13,
16,
38,
63,
18,
36,
9,
14,
17,
47,
29,
19,
25,
14,
16,
39,
13,
22,
10,
18,
18,
38,
35,
34,
28,
35,
26,
14,
3,
14,
40,
31,
10,
11,
8,
14,
38,
31,
23,
21,
40,
15,
14,
39,
37,
50,
25,
38,
20,
9,
35,
25,
24,
13,
13,
10,
12,
42,
35,
36,
64,
41,
19,
10,
29,
24,
22,
17,
10,
10,
11,
54,
62,
36,
14,
23,
14,
9,
9,
22,
97,
9,
22,
23,
13,
220,
42,
32,
25,
32,
24,
18,
40,
27,
52,
29,
23,
9,
10,
22,
27,
49,
19,
30,
16,
16,
69,
53,
24,
26,
89,
13,
14,
40,
16,
23,
7,
40,
20,
19,
33,
54,
62,
21,
72,
47,
13,
10,
38,
281,
195,
52,
26,
18,
42,
103,
24,
28,
26,
20,
14,
41,
30,
50,
42,
27,
20,
20,
57,
22,
60,
24,
53,
11,
15,
11,
42,
17,
31,
24,
20,
15,
35,
33,
21,
56,
47,
18,
27,
49,
35,
41,
15,
68,
27,
5,
9,
11,
27,
18,
47,
10,
12,
22,
24,
39,
35,
54,
18,
7,
30,
40,
43,
74,
44,
25,
13,
14,
63,
37,
71,
70,
16,
20,
34,
48,
25,
29,
44,
19,
13,
26,
20,
29,
31,
26,
15,
15,
19,
22,
27,
58,
29,
14,
16,
35,
14,
29,
36,
35,
26,
10,
7,
48,
109,
92,
124,
39,
21,
34,
24,
53,
48,
50,
25,
8,
13,
38,
22,
52,
39,
142,
30,
38,
38,
106,
51,
63,
34,
18,
32,
24,
27,
21,
24,
25,
9,
40,
32,
30,
35,
26,
26,
22,
33,
14,
39,
25,
33,
19,
15,
22,
59,
34,
21,
21,
7,
12,
28,
34,
16,
34,
42,
16,
16,
4,
20,
13,
11,
23,
16,
29,
48,
59,
117,
59,
46,
22,
20,
68,
84,
81,
59,
56,
39,
19,
21,
55,
95,
60,
50,
19,
19,
34,
29,
35,
33,
18,
29,
13,
25,
62,
27,
10210,
1092,
177,
103,
214,
88,
120,
84,
105,
28,
16,
21,
22,
189,
59,
215,
18,
8,
10,
18,
14,
11,
22,
12,
6,
28,
27,
16,
20,
35,
11,
15,
20,
15,
31,
15,
16,
12,
23,
20,
47,
26,
21,
24,
13,
9,
17,
20,
21,
17,
20,
20,
16,
26,
50,
34,
18,
33,
21,
27,
29,
22,
20,
26
] |
[
26,
12,
10,
34,
33,
33,
28,
17,
20,
15,
12,
38,
28,
26,
26,
19,
10,
17,
44,
19,
20,
17,
17,
7,
22,
30,
24,
23,
50,
23,
19,
17,
40,
14,
43,
72,
10,
11,
24,
14,
21,
66,
24,
14,
17,
41,
31,
18,
14,
21,
14,
10,
17,
32,
23,
18,
15,
15,
7,
17,
18,
29,
22,
28,
14,
10,
24,
60,
32,
27,
21,
20,
10,
21,
19,
39,
25,
28,
18,
10,
35,
28,
25,
12,
40,
12,
18,
21,
14,
16,
14,
8,
4,
15,
10,
12
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 1200.00%",
"予測される変化率: [カラム_0] 予測される変化率: -53.85%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.98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: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 1200.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -53.85%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.98 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 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] 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 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 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2699,
2558,
3437,
3262,
3684,
2970,
2829,
2476,
3054,
4114,
3812,
4325,
2976,
2504,
2532,
2390,
2819,
3587,
4607,
3187,
2941,
3160,
3205,
3366,
8237,
5045,
3467,
2754,
18588,
6127,
3954,
4068,
4263,
2793,
3024,
2568,
2496,
2432,
4503,
5809,
3336,
3179,
2555,
2868,
4495,
3126,
3329,
2566,
2373,
2486,
2273,
2654,
2904,
3721,
2954,
3009,
2112,
2378,
2345,
2761,
3307,
2667,
2500,
2005,
2145,
2168,
3005,
2759,
7640,
2563,
2107,
1918,
2496,
2765,
3314,
2463,
2660,
2705,
1900,
2048,
3134,
5678,
2459,
2171,
2079,
2565,
2094,
2702,
3916,
1945,
1809,
1859,
1677,
2090,
3086,
3253,
2224,
1923,
1925,
1805,
2028,
2349,
2921,
2431,
2331,
2053,
1909,
1826,
2757,
2310,
2293,
2001,
2167,
2045,
2043,
2891,
2650,
2026,
1798,
1821,
2113,
2404,
3017,
3263,
2759,
5529,
3956,
3812,
5997,
41259,
12220,
8252,
8663,
5921,
5660,
5383,
5400,
7493,
5350,
5944,
4780,
5644,
4070,
6845,
6621,
6212,
5108,
5758,
5533,
5768,
7462,
10928,
5585,
5509,
5027,
4476,
4339,
7282,
7150,
4887,
4275,
6674,
5115,
4324,
8619,
7912,
5137,
3083,
3797,
4771,
2936,
4598,
4739,
4202,
5432,
5055,
4917,
4561,
4207,
6833,
4886,
3937,
3161,
3421,
5976,
4773,
4431,
3305,
4246,
3975,
4440,
4119,
7022,
5793,
4765,
3323,
3430,
20111,
9095,
6765,
5732,
6678,
4731,
4485,
6246,
4489,
5494,
10194,
6336,
4793,
3689,
4099,
4770,
8172,
6600,
4402,
3473,
9336,
3897,
4069,
4447,
4138,
3192,
3780,
3037,
3531,
3222,
8389,
6875,
4439,
3222,
3345,
2945,
4686,
4545,
4931,
19020,
5671,
4160,
3480,
3532,
4404,
5544,
4281,
3347,
2939,
3262,
3235,
4234,
4498,
3421,
2945,
2817,
2820,
3282,
4012,
6368,
7801,
4723,
3731,
2848,
2953,
3570,
3901,
3916,
3326,
2813,
3385,
3564,
3629,
4260,
4036,
3635,
2939,
3618,
4173,
4067,
4409,
4158,
2777,
2519,
2470,
3367,
3475,
4203,
3239,
2804,
2585,
2703,
3006,
3684,
4284,
3819,
3321,
6229,
3326,
3163,
6108,
5489,
3618,
2801,
2669,
2622,
2933,
3717,
4371,
5104,
3700,
2855,
2816,
2752,
3120,
3911,
2962,
2844,
2483,
2100,
2289,
3043,
3754,
2519,
2832,
3282,
3046,
2357,
3003,
3392,
2451,
2701,
2342,
2528,
5202,
4143,
3766,
3334,
3053,
2697,
2575,
2671,
3305,
3676,
2657,
2509,
2386,
2399,
3127,
3914,
4113,
3575,
2772,
2527,
2409,
2610,
2889,
3271,
2313,
2141,
2286,
2183,
2020,
3078,
4182,
4197,
2420,
2340,
2219,
2527,
3068,
3318,
2909,
2477,
2410,
2855,
3500,
3409,
4726,
3045,
3076,
2630,
2383,
2429,
3859,
3235,
2804,
2610,
2574,
3203,
2656,
3969,
4663,
3195,
2446,
2710,
2502,
2731,
3568,
3635,
3169,
2984,
2441,
3097,
2769,
2895,
2922,
2285,
2254,
2227,
2068,
2472,
2833,
2858,
2593,
2182,
2223,
2218,
2350,
4577,
3407,
2641,
2300,
2449,
2591,
2608,
2868,
3796,
3010,
2684,
2497,
2537,
2445,
3408,
3947,
3499,
2567,
3786,
3007,
2762,
3522,
3196,
2749,
2577,
2271,
2611,
2721,
3762,
3829,
3231,
3087,
3258,
2851,
3041,
3453,
3706,
2815,
2447,
2501,
2416,
3442,
3391,
3399,
3614,
6097,
3013,
3699,
35179,
17277,
10319,
8067,
5460,
4148,
3582,
11916,
5545,
9222,
5124,
3746,
3325,
2919,
3642,
5669,
5723,
4445,
2895,
2587,
2451,
3296,
3935,
3525,
2749,
2610,
2661,
2839,
2998,
3728,
3740,
3091,
7515,
3161,
4881,
5129,
6682,
7068,
8547,
5326,
4362,
9340,
8585,
6173,
7852,
6589,
6195,
6807
] |
[
18412,
9764,
9707,
9521,
8326,
5557,
7066,
6361,
6171,
7225,
10917,
5716,
6909,
5861,
6275,
7224,
8858,
8282,
7052,
5834,
6032,
4736,
8953,
12044,
7847,
5958,
5683,
4772,
5120,
7386,
8888,
7606,
6798,
6009,
5963,
8829,
5912,
6454,
7010,
7202,
5762,
5996,
7648,
6869,
9235,
8481,
7175,
5385,
5052,
6055,
6806,
7385,
9614,
7149,
5442,
5977,
6048,
5821,
7510,
6886,
5134,
4756,
4713,
5317,
17991,
9674,
8155,
6014,
4885,
4971,
5326,
5571,
6481,
8475,
4439,
3932,
3923,
5361,
4844,
5225,
6896,
4507,
3903,
3852,
4320,
4423,
5233,
5669,
6060,
4219,
4236,
4334,
4392,
8107,
9056,
4753
] |
[
"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: 152.20%",
"予測される変化率: [カラム_0] 予測される変化率: -74.19%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.69倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 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: 152.20%",
"Forecasted change rate: [column_0] Forecasted change rate: -74.19%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.69 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 41",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 54 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 54.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
236,
215,
296,
559,
411,
269,
233,
254,
273,
415,
488,
570,
404,
416,
366,
332,
448,
2545,
689,
421,
344,
377,
305,
302,
375,
444,
299,
276,
298,
502,
1225,
651,
981,
394,
333,
313,
308,
626,
718,
600,
469,
402,
304,
316,
435,
454,
440,
397,
398,
348,
274,
403,
671,
548,
349,
358,
340,
321,
318,
537,
332,
280,
275,
286,
340,
358,
474,
357,
283,
299,
217,
277,
394,
876,
551,
333,
331,
330,
292,
329,
608,
560,
356,
315,
310,
262,
294,
404,
671,
308,
290,
350,
302,
588,
1416,
665,
357,
352,
411,
439,
702,
1168,
1154,
533,
448,
410,
6073,
1454,
876,
894,
786,
506,
497,
427,
509,
735,
718,
487,
454,
353,
1031,
651,
514,
470,
473,
444,
569,
501,
460,
954,
705,
439,
1829,
465,
455,
678,
1271,
1170,
438,
397,
387,
381,
478,
1812,
782,
484,
470,
401,
369,
520,
888,
592,
550,
419,
339,
423,
568,
759,
550,
397,
437,
365,
377,
464,
756,
521,
375,
387,
349,
356,
478,
656,
715,
481,
522,
461,
470,
1004,
1978,
1466,
626,
778,
560,
9028,
7594,
3716,
1612,
1412,
2373,
4050,
5183,
2191,
1794,
4834,
8525,
1814,
1031,
683,
725,
929,
12696,
1246,
1387,
855,
620,
776,
1636,
1352,
648,
601,
535,
521,
826,
1244,
802,
452,
478,
546,
502,
772,
761,
625,
571,
494,
483,
460,
3089,
1110,
721,
450,
629,
484,
411,
409,
548,
696,
662,
1088,
515,
365,
546,
681,
687,
409,
419,
402,
377,
458,
1076,
1021,
872,
1942,
840,
622,
596,
1344,
838,
585,
728,
555,
536,
662,
1189,
1211,
685,
529,
438,
459,
560,
1100,
708,
634,
552,
584,
541,
606,
982,
587,
378,
379,
417,
368,
725,
940,
1846,
702,
669,
678,
530,
2614,
8708,
6122,
1211,
803,
709,
597,
880,
758,
1023,
427,
412,
377,
413,
707,
1322,
1381,
4975,
1208,
565,
618,
460,
591,
535,
487,
438,
566,
528,
445,
723,
624,
431,
395,
415,
408,
776,
1712,
1696,
585,
699,
3183,
1193,
9056,
41005,
8585,
2979,
1819,
1223,
1110,
1068,
1136,
2812,
887,
712,
643,
571,
894,
1289,
1578,
1413,
536,
458,
515,
597,
1265,
1227,
362,
396,
450,
397,
423,
471,
500,
461,
416,
349,
330,
397,
460,
734,
1191,
1626,
1159,
764,
575,
602,
523,
353,
431,
356,
442,
857,
1069,
625,
379,
417,
377,
372,
374,
595,
596,
352,
370,
359,
352,
452,
1158,
618,
387,
381,
425,
452,
400,
1050,
655,
441,
394,
393,
409,
390,
486,
440,
337,
397,
352,
410,
488,
862,
501,
445,
400,
359,
393,
429,
1682,
856,
851,
468,
393,
474,
564,
1021,
999,
500,
1305,
1228,
613,
605,
2056,
683,
500,
467,
364,
444,
677,
1219,
1211,
513,
428,
405,
456,
500,
810,
966,
409,
497,
436,
495,
650,
1634,
1718,
567,
441,
417,
434,
491,
918,
1613,
487,
432,
1032,
455,
569,
1598,
879,
487,
455,
507,
561,
448,
983,
1659,
498,
479,
490,
434,
464,
1050,
1444,
527,
528,
443,
520,
763,
1833,
1551,
1377,
805,
567,
695,
717,
1503,
2525,
629,
511,
518,
458,
609,
3055,
1260,
656,
855,
797
] |
[
577,
740,
1591,
970,
700,
576,
656,
629,
7530,
2681,
1569,
953,
774,
1040,
779,
1548,
2971,
1837,
848,
691,
690,
603,
919,
8589,
2442,
889,
668,
667,
658,
787,
2040,
1589,
757,
717,
732,
993,
1888,
25987,
11643,
18541,
3270,
2336,
3017,
1866,
2720,
5180,
1245,
996,
884,
1019,
3775,
2982,
4617,
1079,
1494,
1606,
2691,
4737,
29513,
3710,
1767,
1087,
885,
789,
1056,
2665,
973,
672,
591,
585,
618,
771,
1752,
1230,
651,
489,
618,
590,
826,
1489,
955,
696,
687,
703,
735,
728,
1460,
908,
510,
537,
660,
989,
1069,
1962,
1242,
582
] |
[
"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: 237.71%",
"予測される変化率: [カラム_0] 予測される変化率: 0.87%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.31倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 42個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 237.71%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.87%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.31 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 42",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 68.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
113,
117,
110,
88,
107,
190,
153,
138,
122,
119,
68,
64,
124,
121,
104,
99,
92,
89,
73,
103,
102,
126,
122,
109,
75,
78,
150,
131,
128,
108,
101,
72,
80,
102,
120,
115,
126,
99,
76,
75,
117,
102,
112,
131,
124,
96,
65,
122,
101,
116,
138,
101,
72,
67,
123,
115,
122,
147,
98,
64,
57,
90,
124,
91,
104,
122,
83,
51,
102,
115,
109,
120,
127,
67,
64,
138,
154,
119,
122,
111,
88,
89,
118,
127,
104,
103,
105,
81,
92,
136,
135,
141,
152,
116,
76,
65,
116,
140,
130,
159,
135,
99,
65,
120,
141,
146,
155,
106,
77,
75,
118,
118,
141,
157,
106,
68,
82,
146,
149,
140,
147,
161,
242,
98,
145,
114,
125,
127,
123,
77,
84,
128,
129,
121,
119,
137,
74,
76,
119,
128,
164,
139,
115,
66,
74,
141,
117,
99,
252,
116,
74,
79,
92,
123,
132,
126,
149,
73,
80,
133,
101,
119,
133,
92,
80,
66,
115,
119,
136,
227,
167,
46,
66,
105,
107,
83,
60,
48,
53,
76,
180,
146,
92,
61,
67,
77,
55,
125,
111,
115,
127,
95,
54,
90,
121,
125,
104,
139,
117,
112,
118,
149,
142,
123,
109,
131,
116,
139,
173,
97,
137,
155,
140,
89,
100,
127,
198,
175,
137,
124,
90,
93,
157,
138,
179,
287,
128,
97,
130,
130,
172,
176,
187,
153,
119,
93,
165,
181,
186,
161,
168,
137,
126,
197,
191,
163,
170,
136,
119,
130,
177,
195,
190,
159,
207,
110,
129,
154,
153,
176,
177,
181,
120,
161,
184,
195,
179,
125,
139,
108,
129,
145,
165,
332,
182,
179,
134,
142,
176,
469,
219,
185,
192,
287,
145,
207,
204,
223,
208,
183,
142,
140,
178,
186,
211,
193,
155,
152,
122,
204,
189,
230,
211,
186,
132,
120,
174,
203,
194,
149,
153,
131,
139,
188,
182,
193,
147,
170,
157,
108,
170,
153,
159,
201,
146,
124,
118,
169,
160,
132,
150,
137,
101,
131,
172,
176,
126,
172,
159,
103,
91,
172,
157,
171,
178,
149,
89,
131,
131,
166,
168,
156,
151,
109,
69,
173,
187,
169,
290,
140,
110,
113,
126,
157,
151,
153,
107,
137,
100,
170,
174,
142,
141,
109,
101,
92,
127,
156,
167,
123,
164,
89,
72,
130,
141,
153,
120,
158,
114,
115,
187,
177,
160,
149,
139,
81,
86,
110,
146,
142,
119,
110,
102,
86,
132,
109,
128,
111,
123,
101,
91,
124,
174,
148,
98,
111,
86,
87,
123,
121,
129,
122,
124,
87,
64,
110,
182,
105,
109,
97,
79,
80,
120,
155,
136,
140,
105,
61,
71,
101,
119,
139,
134,
105,
68,
66,
115,
114,
154,
136,
137,
119,
101,
129,
121,
194,
176,
133,
110,
106,
132,
138,
149,
122,
112,
102,
74,
124,
133,
139,
125,
136,
99,
104,
133,
123,
111,
132,
98,
70,
111,
114,
169,
158,
127,
101,
88,
74,
139,
140,
139,
139,
108,
77,
88,
126,
146,
111,
122,
115,
73,
71,
150,
133,
146,
123,
142,
97,
93,
143,
146,
147
] |
[
94,
131,
67,
110,
151,
168,
178,
181,
138,
115,
100,
160,
213,
185,
146,
135,
141,
100,
147,
132,
125,
146,
109,
94,
106,
155,
170,
142,
145,
101,
62,
48,
92,
99,
114,
108,
109,
70,
76,
117,
143,
166,
130,
123,
112,
99,
146,
120,
134,
168,
121,
82,
105,
137,
644,
149,
157,
162,
123,
102,
161,
137,
133,
142,
133,
97,
97,
166,
163,
143,
130,
143,
97,
102,
156,
145,
182,
155,
128,
114,
90,
159,
164,
156,
178,
154,
143,
106,
180,
165,
176,
166,
140,
122,
107,
135
] |
[
"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: 30.09%",
"予測される変化率: [カラム_0] 予測される変化率: 43.62%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.35倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 50個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 30.09%",
"Forecasted change rate: [column_0] Forecasted change rate: 43.62%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.35 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 50",
"First turning point: [column_0] First turning point: at data point 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 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
411,
396,
362,
412,
378,
448,
493,
484,
485,
530,
980,
933,
2327,
1507,
887,
1023,
710,
960,
699,
749,
758,
735,
551,
554,
631,
671,
903,
620,
640,
759,
622,
730,
762,
1106,
1004,
856,
899,
1111,
1149,
592,
582,
589,
561,
590,
628,
553,
547,
635,
1457,
1029,
697,
581,
595,
548,
622,
607,
1202,
980,
591,
491,
759,
2042,
2867,
1334,
776,
624,
565,
709,
517,
492,
573,
516,
467,
840,
802,
563,
712,
607,
483,
430,
518,
649,
529,
547,
522,
527,
527,
594,
609,
439,
465,
552,
490,
469,
446,
607,
467,
439,
422,
361,
359,
369,
373,
403,
345,
351,
363,
359,
394,
377,
371,
380,
509,
462,
349,
360,
577,
392,
473,
428,
357,
364,
324,
356,
378,
519,
662,
416,
360,
482,
382,
331,
312,
368,
302,
304,
215,
316,
258,
387,
269,
271,
482,
390,
350,
342,
384,
481,
458,
335,
426,
382,
345,
315,
361,
348,
272,
325,
286,
325,
639,
631,
460,
387,
429,
395,
378,
383,
375,
351,
319,
523,
402,
459,
552,
421,
345,
272,
719,
513,
736,
518,
415,
338,
303,
525,
431,
383,
393,
398,
443,
384,
396,
394,
402,
508,
458,
359,
325,
288,
653,
427,
427,
337,
390,
358,
389,
405,
386,
466,
358,
305,
375,
320,
290,
449,
540,
549,
372,
415,
386,
560,
427,
365,
392,
414,
376,
392,
387,
350,
451,
411,
598,
408,
306,
355,
480,
527,
471,
552,
535,
353,
929,
559,
522,
513,
525,
434,
350,
484,
350,
392,
466,
931,
625,
378,
445,
448,
455,
429,
890,
667,
426,
658,
506,
390,
435,
333,
368,
340,
292,
356,
355,
342,
650,
615,
275,
410,
409,
412,
584,
435,
383,
315,
442,
428,
652,
714,
550,
559,
471,
477,
479,
427,
451,
499,
404,
496,
490,
588,
562,
487,
475,
453,
390,
747,
621,
642,
501,
480,
455,
484,
414,
410,
638,
589,
443,
402,
377,
470,
497,
672,
654,
503,
486,
1042,
925,
1243,
918,
731,
887,
1229,
770,
749,
673,
620,
521,
449,
480,
485,
407,
472,
494,
722,
576,
561,
632,
540,
569,
511,
432,
609,
442,
404,
348,
478,
420,
397,
352,
318,
833,
518,
675,
553,
485,
1144,
1295,
1420,
821,
835,
1185,
1030,
753,
751,
605,
656,
913,
806,
747,
646,
517,
637,
710,
845,
710,
1437,
2312,
1238,
863,
826,
855,
653,
553,
591,
648,
669,
648,
628,
604,
681,
535,
545,
412,
1649,
1781,
2331,
885,
800,
623,
605,
787,
601,
530,
555,
593,
764,
768,
529,
716,
582,
912,
593,
663,
604,
592,
730,
626,
640,
726,
579,
505,
481,
537,
525,
477,
678,
516,
1019,
597,
499,
526,
606,
807,
629,
479,
661,
543,
455,
430,
475,
652,
641,
473,
426,
429,
359,
442,
455,
415,
484,
410,
348,
378,
350,
357,
489,
401,
421,
428,
625,
472,
329,
307,
332,
839,
480,
444,
557,
536,
366,
607,
534,
455,
646,
435,
692,
361,
339,
382,
435,
445,
554,
616,
418,
683,
568,
378,
313,
378,
305,
552,
302,
400,
451,
368,
394,
355,
411,
381,
402,
410,
338
] |
[
584,
647,
395,
712,
433,
677,
527,
521,
383,
357,
395,
363,
337,
329,
418,
426,
358,
474,
1102,
541,
601,
395,
389,
422,
409,
408,
372,
342,
362,
380,
299,
280,
429,
648,
388,
403,
383,
445,
422,
597,
472,
523,
557,
411,
1168,
631,
519,
585,
523,
536,
531,
394,
649,
439,
571,
571,
800,
516,
1060,
666,
594,
487,
487,
771,
439,
421,
423,
414,
464,
454,
527,
378,
386,
446,
463,
440,
440,
357,
700,
335,
369,
454,
482,
585,
1054,
709,
390,
388,
400,
568,
639,
556,
505,
522,
1110,
961
] |
[
"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: -17.76%",
"予測される変化率: [カラム_0] 予測される変化率: 64.55%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.49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: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -17.76%",
"Forecasted change rate: [column_0] Forecasted change rate: 64.55%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.49 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 24 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 24.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
314,
306,
398,
447,
394,
405,
383,
351,
382,
334,
397,
399,
392,
414,
390,
380,
422,
391,
428,
411,
393,
336,
356,
381,
424,
428,
436,
376,
427,
444,
356,
430,
389,
289,
404,
385,
382,
450,
397,
469,
386,
324,
401,
474,
357,
406,
556,
389,
407,
466,
402,
387,
509,
460,
410,
345,
330,
387,
369,
497,
370,
489,
528,
492,
415,
469,
376,
425,
412,
522,
382,
344,
538,
355,
428,
454,
492,
438,
402,
326,
384,
369,
289,
254,
310,
281,
374,
328,
419,
302,
328,
294,
280,
316,
339,
287,
273,
302,
298,
301,
326,
328,
438,
256,
341,
296,
297,
289,
321,
347,
304,
334,
327,
264,
318,
340,
376,
321,
344,
311,
315,
327,
377,
481,
517,
306,
334,
317,
315,
314,
404,
321,
297,
310,
336,
343,
340,
369,
286,
510,
311,
329,
409,
492,
459,
427,
309,
301,
310,
352,
354,
368,
349,
274,
295,
271,
293,
249,
319,
302,
269,
375,
300,
297,
377,
383,
316,
324,
342,
408,
334,
359,
446,
444,
477,
467,
366,
325,
453,
481,
461,
461,
423,
363,
436,
431,
476,
420,
404,
396,
469,
450,
483,
405,
477,
382,
357,
355,
337,
401,
391,
315,
350,
343,
338,
362,
405,
427,
405,
437,
435,
393,
417,
407,
466,
402,
466,
340,
358,
398,
349,
356,
392,
360,
388,
336,
326,
376,
353,
415,
369,
408,
374,
399,
402,
376,
341,
330,
351,
410,
331,
302,
394,
341,
330,
299,
294,
322,
352,
450,
313,
350,
470,
352,
332,
422,
470,
355,
480,
416,
405,
403,
438,
414,
451,
384,
483,
325,
351,
392,
357,
483,
406,
387,
382,
367,
438,
411,
360,
355,
332,
377,
379,
449,
408,
398,
373,
401,
466,
406,
410,
378,
343,
370,
309,
349,
357,
385,
416,
326,
407,
364,
360,
387,
421,
394,
392,
423,
365,
345,
342,
355,
394,
337,
413,
373,
436,
362,
386,
379,
462,
371,
362,
350,
411,
425,
485,
436,
414,
377,
487,
400,
374,
491,
427,
401,
451,
432,
366,
387,
458,
454,
347,
351,
425,
485,
342,
426,
432,
334,
369,
360,
405,
386,
371,
341,
353,
372,
407,
323,
333,
404,
325,
462,
526,
315,
360,
333,
392,
352,
410,
370,
327,
388,
398,
385,
351,
375,
424,
329,
377,
384,
344,
360,
375,
428,
351,
344,
353,
339,
394,
360,
335,
364,
359,
388,
393,
310,
387,
366,
369,
384,
373,
380,
324,
342,
299,
327,
331,
307,
362,
319,
360,
574,
307,
383,
355,
347,
398,
345,
370,
312,
322,
343,
336,
295,
326,
336,
254,
329,
259,
356,
304,
325,
353,
383,
325,
321,
457,
308,
309,
331,
346,
256,
302,
310,
314,
285,
299,
262,
372,
355,
318,
311,
334,
348,
309,
257,
308,
357,
322,
310,
291,
281,
403,
301,
323,
362,
306,
308,
327,
297,
324,
330,
311,
320,
327,
318,
304,
280,
337,
314,
412,
453,
303,
351,
322,
385,
281,
313,
286,
336,
279,
480,
303,
322,
296,
340,
316,
391,
336,
368,
325,
460,
361,
332,
312,
364,
400,
363,
392,
344
] |
[
331,
463,
362,
385,
324,
359,
357,
332,
496,
368,
401,
352,
338,
369,
399,
331,
307,
363,
338,
331,
598,
368,
325,
371,
391,
344,
374,
349,
325,
316,
312,
284,
354,
546,
464,
372,
366,
388,
509,
469,
360,
350,
369,
351,
377,
361,
282,
329,
301,
322,
346,
345,
342,
320,
341,
354,
314,
297,
337,
380,
294,
324,
277,
311,
354,
466,
329,
359,
341,
388,
354,
340,
337,
356,
381,
352,
369,
364,
338,
440,
350,
367,
385,
327,
353,
380,
333,
378,
370,
362,
348,
375,
351,
354,
381,
432
] |
[
"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: 9.55%",
"予測される変化率: [カラム_0] 予測される変化率: 30.51%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.15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: 9.55%",
"Forecasted change rate: [column_0] Forecasted change rate: 30.51%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.15 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 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 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 does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
12,
7,
13,
18,
14,
6,
8,
10,
14,
6,
7,
10,
12,
8,
17,
8,
11,
16,
16,
10,
12,
15,
12,
11,
6,
13,
13,
13,
16,
8,
8,
15,
11,
10,
11,
14,
8,
9,
9,
10,
10,
8,
13,
9,
8,
13,
8,
10,
7,
11,
13,
15,
7,
5,
9,
11,
15,
3,
11,
13,
4,
10,
11,
13,
12,
7,
7,
15,
10,
17,
12,
10,
12,
7,
4,
11,
13,
15,
15,
17,
24,
8,
9,
24,
13,
23,
29,
21,
13,
12,
16,
15,
17,
19,
24,
14,
23,
15,
11,
10,
12,
18,
15,
10,
10,
9,
16,
28,
25,
15,
17,
17,
13,
11,
20,
17,
21,
19,
14,
21,
38,
16,
16,
14,
10,
9,
28,
29,
18,
21,
28,
11,
8,
9,
9,
15,
18,
22,
14,
14,
20,
18,
26,
14,
15,
15,
20,
13,
21,
9,
13,
15,
6,
8,
10,
8,
14,
13,
15,
16,
12,
27,
11,
17,
12,
23,
18,
20,
16,
12,
16,
15,
19,
18,
23,
16,
10,
85,
20,
22,
15,
10,
22,
19,
7,
14,
10,
8,
14,
26,
15,
24,
19,
25,
9,
19,
9,
33,
13,
13,
13,
12,
15,
5,
21,
17,
12,
15,
7,
17,
31,
13,
16,
8,
11,
13,
174,
681,
7,
6,
13,
12,
90,
48,
12,
39,
13,
10,
8,
11,
41,
7,
8,
13,
13,
9,
12,
9,
7,
10,
8,
15,
5,
10,
13,
10,
11,
10,
13,
13,
27,
17,
9,
16,
16,
25,
11,
51,
32,
13,
11,
17,
11,
21,
6,
15,
6,
11,
18,
20,
19,
12,
19,
22,
39,
28,
11,
12,
15,
26,
41,
37,
18,
18,
36,
21,
16,
9,
31,
12,
13,
13,
23,
38,
164,
67,
25,
23,
15,
16,
22,
23,
16,
15,
11,
32,
14,
15,
11,
16,
11,
10,
9,
28,
20,
24,
14,
6,
14,
15,
14,
5,
22,
11,
16,
12,
31,
13,
12,
14,
14,
11,
22,
16,
16,
6,
17,
11,
21,
16,
14,
14,
20,
13,
19,
15,
13,
14,
12,
13,
13,
18,
13,
10,
15,
22,
14,
11,
10,
17,
19,
17,
8,
12,
20,
8,
11,
20,
21,
14,
20,
16,
11,
15,
16,
16,
7,
17,
6,
10,
11,
10,
95,
35,
28,
17,
12,
13,
13,
19,
16,
19,
15,
21,
16,
19,
25,
22,
14,
13,
21,
10,
8,
18,
8,
13,
14,
18,
16,
10,
8,
22,
13,
10,
16,
22,
12,
15,
11,
12,
9,
12,
18,
10,
12,
5,
9,
14,
13,
7,
5,
13,
8,
7,
11,
7,
7,
11,
13,
8,
7,
4,
12,
13,
8,
11,
11,
14,
9,
8,
8,
5,
6,
7,
10,
10,
9,
41,
32,
15,
6,
3,
7,
12,
8,
16,
8,
30,
13,
9,
9,
4,
13,
14,
13,
15,
15,
13,
14,
20,
14,
8,
17,
5,
9,
9,
28,
12,
14,
17,
9,
14,
23,
8,
8,
17,
13,
4,
10,
9,
15,
4,
5,
5,
14,
8,
11,
19,
11,
6,
12,
19
] |
[
27,
26,
11,
24,
10,
28,
12,
13,
15,
15,
17,
12,
21,
14,
17,
21,
16,
9,
14,
5,
8,
13,
17,
10,
24,
14,
20,
20,
18,
18,
7,
13,
37,
15,
10,
7,
12,
16,
11,
9,
22,
19,
13,
12,
17,
13,
12,
4,
20,
12,
14,
18,
9,
15,
15,
18,
19,
14,
37,
9,
8,
13,
17,
18,
11,
9,
12,
18,
12,
7,
12,
5,
9,
50,
19,
8,
11,
6,
6,
11,
9,
10,
9,
10,
21,
11,
11,
11,
11,
14,
16,
18,
20,
20,
25,
14
] |
[
"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: 58.33%",
"予測される変化率: [カラム_0] 予測される変化率: -48.15%",
"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: 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: 58.33%",
"Forecasted change rate: [column_0] Forecasted change rate: -48.15%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.79 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 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 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1159,
1070,
897,
709,
1052,
1419,
979,
970,
910,
883,
750,
766,
896,
985,
948,
969,
815,
664,
635,
751,
754,
731,
775,
610,
510,
522,
632,
620,
707,
825,
753,
1032,
825,
1018,
1190,
1470,
1529,
1496,
1529,
1464,
1670,
2203,
1696,
1671,
2364,
2879,
2115,
2228,
1759,
1670,
1402,
1099,
1155,
1517,
1702,
1574,
1520,
1388,
1284,
1196,
1351,
1565,
922,
840,
791,
717,
494,
624,
742,
823,
634,
690,
683,
390,
393,
638,
1008,
714,
919,
686,
356,
324,
335,
449,
465,
594,
594,
351,
469,
760,
645,
516,
673,
575,
387,
349,
657,
794,
532,
777,
503,
448,
405,
474,
761,
654,
814,
595,
395,
907,
823,
738,
711,
642,
685,
338,
404,
615,
823,
644,
689,
676,
360,
429,
550,
402,
538,
699,
680,
594,
401,
792,
573,
503,
699,
596,
371,
344,
690,
767,
715,
676,
589,
384,
403,
475,
614,
608,
587,
494,
330,
386,
685,
561,
844,
677,
553,
460,
376,
615,
701,
678,
639,
634,
408,
404,
729,
703,
582,
640,
505,
320,
317,
467,
484,
485,
424,
423,
359,
295,
401,
297,
440,
314,
246,
339,
383,
428,
488,
513,
591,
555,
380,
346,
389,
612,
785,
649,
607,
336,
394,
547,
614,
687,
677,
566,
401,
383,
724,
848,
767,
1069,
774,
358,
378,
722,
689,
669,
910,
836,
302,
383,
683,
730,
527,
347,
527,
414,
449,
467,
610,
533,
596,
578,
411,
377,
551,
532,
429,
560,
473,
408,
372,
487,
475,
467,
486,
642,
365,
419,
572,
655,
512,
593,
506,
301,
369,
546,
543,
933,
693,
645,
436,
361,
416,
501,
1341,
419,
413,
431,
280,
344,
406,
450,
596,
2256,
413,
394,
454,
502,
506,
469,
325,
370,
302,
403,
454,
413,
428,
338,
279,
361,
466,
494,
455,
540,
521,
432,
346,
516,
669,
818,
509,
383,
288,
394,
420,
431,
385,
441,
518,
424,
468,
959,
633,
852,
788,
744,
477,
545,
577,
725,
666,
703,
717,
501,
461,
734,
878,
890,
856,
1012,
586,
539,
1020,
964,
919,
991,
807,
388,
534,
989,
898,
911,
1292,
709,
503,
594,
1133,
1358,
1388,
1018,
1098,
728,
1003,
1499,
1489,
2756,
11714,
2144,
861,
704,
806,
880,
882,
764,
698,
441,
493,
645,
739,
844,
877,
796,
349,
419,
793,
842,
845,
707,
828,
379,
493,
418,
709,
628,
546,
643,
397,
364,
556,
632,
596,
602,
480,
496,
718,
568,
584,
672,
663,
745,
645,
582,
791,
957,
931,
783,
663,
836,
902,
1371,
1014,
1005,
780,
768,
835,
953,
1085,
957,
888,
879,
703,
612,
786,
826,
876,
849,
603,
683,
422,
448,
703,
737,
652,
632,
552,
303,
341,
524,
582,
656,
623,
560,
358,
232,
379,
584,
444,
404,
586,
482,
406,
591,
579,
554,
555,
495,
286,
312,
469,
485,
485,
496,
547,
359,
353,
495,
469,
526,
564,
530,
240,
285,
599,
581,
729,
697,
585,
387,
477,
876,
686,
684,
635,
497,
416,
226,
487,
470,
480,
307,
541,
460,
424,
661,
574,
521,
685,
563,
272,
301,
701,
696,
588,
576,
701,
306,
422,
606,
740,
434
] |
[
675,
545,
288,
482,
662,
631,
603,
662,
608,
317,
364,
582,
661,
533,
799,
698,
406,
383,
667,
624,
581,
637,
616,
316,
325,
552,
623,
503,
479,
421,
249,
263,
516,
504,
436,
390,
345,
283,
265,
338,
349,
409,
460,
412,
315,
376,
492,
455,
599,
525,
558,
339,
384,
655,
728,
728,
681,
791,
448,
569,
869,
664,
676,
690,
698,
532,
420,
765,
733,
915,
831,
863,
442,
517,
767,
771,
733,
717,
651,
464,
433,
588,
585,
547,
577,
572,
380,
510,
597,
587,
670,
598,
549,
361,
389,
759
] |
[
"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: -62.55%",
"予測される変化率: [カラム_0] 予測される変化率: 12.44%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.83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: 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: -62.55%",
"Forecasted change rate: [column_0] Forecasted change rate: 12.44%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.83 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 downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 88 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
417,
507,
530,
436,
663,
543,
408,
357,
366,
324,
766,
598,
406,
375,
361,
328,
297,
300,
233,
286,
307,
352,
452,
376,
286,
330,
235,
189,
379,
254,
253,
200,
160,
239,
365,
617,
341,
287,
273,
325,
297,
219,
314,
414,
324,
266,
276,
322,
229,
252,
209,
242,
279,
252,
272,
328,
290,
330,
382,
284,
290,
243,
235,
272,
204,
257,
305,
304,
421,
339,
317,
309,
350,
448,
338,
382,
389,
396,
377,
391,
435,
1201,
596,
469,
402,
457,
338,
456,
389,
476,
353,
332,
417,
461,
468,
545,
304,
339,
350,
390,
311,
402,
382,
366,
359,
353,
389,
339,
528,
396,
348,
385,
420,
302,
450,
490,
487,
505,
395,
373,
321,
322,
498,
332,
257,
351,
345,
289,
358,
463,
330,
356,
489,
396,
401,
470,
562,
530,
422,
335,
519,
756,
710,
1205,
780,
623,
593,
554,
699,
575,
525,
481,
463,
489,
501,
555,
1132,
955,
792,
675,
746,
475,
859,
1266,
634,
760,
756,
688,
906,
969,
804,
584,
7918,
10337,
5707,
3307,
2472,
2219,
1957,
2024,
2323,
1523,
1556,
2361,
15613,
18960,
11394,
8384,
6392,
5480,
4647,
4308,
4252,
2896,
2131,
1623,
1629,
1331,
1135,
1565,
1301,
1227,
1251,
1109,
1012,
1052,
827,
818,
728,
666,
848,
695,
602,
855,
955,
683,
643,
606,
552,
498,
521,
442,
556,
558,
964,
640,
595,
531,
579,
640,
633,
566,
502,
521,
577,
559,
581,
469,
444,
383,
375,
557,
718,
388,
414,
400,
351,
486,
511,
547,
501,
397,
430,
415,
418,
466,
534,
439,
388,
414,
424,
329,
577,
398,
445,
352,
395,
498,
417,
515,
497,
486,
450,
639,
581,
583,
622,
514,
766,
462,
367,
404,
398,
456,
757,
483,
612,
541,
572,
662,
1001,
1019,
781,
662,
621,
572,
479,
645,
1194,
614,
502,
538,
454,
515,
610,
631,
539,
552,
637,
581,
552,
671,
579,
656,
450,
428,
397,
412,
549,
593,
485,
717,
583,
507,
505,
857,
716,
514,
402,
479,
373,
391,
549,
444,
459,
373,
380,
361,
336,
485,
385,
396,
379,
388,
337,
312,
563,
497,
445,
390,
392,
423,
694,
735,
475,
496,
343,
363,
316,
295,
303,
322,
309,
273,
340,
663,
562,
669,
508,
523,
700,
528,
469,
501,
551,
624,
2136,
752,
924,
589,
502,
508,
626,
527,
456,
381,
430,
383,
480,
432,
559,
448,
354,
284,
281,
367,
381,
541,
511,
454,
397,
328,
322,
283,
321,
443,
1397,
1603,
1060,
857,
672,
545,
443,
455,
372,
386,
493,
329,
303,
328,
374,
280,
271,
429,
334,
443,
327,
388,
368,
386,
474,
335,
261,
246,
219,
218,
209,
383,
296,
182,
221,
271,
280,
377,
351,
331,
248,
226,
236,
235,
239,
315,
380,
299,
292,
216,
202,
215,
292,
260,
235,
302,
214,
245,
214,
260,
210,
216,
230,
452,
382,
296,
663,
363,
350,
333,
336,
550,
450,
402,
510,
427,
258,
206,
204,
196,
326,
189,
241,
305,
316,
326,
245,
410,
396,
188,
301,
212,
194,
172,
393,
344,
320,
296,
231,
511,
236,
521,
322,
282,
407,
230
] |
[
269,
327,
332,
395,
376,
490,
544,
633,
582,
1010,
318,
335,
633,
299,
277,
315,
358,
390,
300,
352,
226,
359,
252,
443,
426,
382,
272,
279,
368,
330,
495,
312,
297,
349,
364,
333,
298,
464,
2346,
1913,
1239,
867,
848,
864,
1677,
955,
760,
464,
396,
470,
929,
561,
345,
296,
263,
329,
291,
220,
408,
490,
354,
303,
206,
281,
241,
338,
298,
273,
307,
277,
308,
287,
393,
308,
327,
436,
359,
285,
267,
324,
332,
465,
413,
429,
453,
510,
428,
504,
504,
447,
642,
547,
543,
520,
697,
440
] |
[
"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: -44.84%",
"予測される変化率: [カラム_0] 予測される変化率: 63.57%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.00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: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -44.84%",
"Forecasted change rate: [column_0] Forecasted change rate: 63.57%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.00 times the mean)",
"Trend: [column_0] Trend continuation: downward 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 |
[
14,
9,
10,
11,
7,
10,
11,
10,
23,
11,
3,
8,
14,
8,
14,
13,
12,
4,
6,
13,
6,
15,
12,
12,
3,
5,
12,
18,
9,
16,
6,
12,
9,
15,
9,
16,
10,
12,
14,
6,
9,
13,
15,
25,
9,
9,
9,
19,
19,
18,
15,
8,
7,
18,
14,
14,
11,
19,
18,
4,
17,
12,
19,
18,
18,
16,
6,
6,
6,
17,
9,
14,
15,
2,
5,
21,
10,
7,
20,
13,
12,
2,
3,
20,
12,
10,
9,
11,
6,
14,
11,
13,
15,
11,
5,
5,
19,
16,
23,
23,
18,
10,
7,
24,
15,
16,
13,
15,
7,
11,
18,
12,
14,
11,
9,
5,
6,
7,
17,
16,
22,
14,
8,
9,
7,
18,
18,
13,
20,
11,
8,
15,
21,
17,
17,
6,
5,
5,
17,
12,
12,
12,
15,
9,
5,
13,
16,
6,
10,
12,
11,
8,
10,
15,
17,
18,
21,
14,
12,
15,
21,
24,
20,
16,
7,
13,
13,
16,
33,
45,
23,
6,
37,
14,
14,
26,
17,
7,
13,
5,
10,
19,
12,
10,
6,
14,
7,
15,
11,
15,
14,
25,
26,
8,
23,
11,
21,
24,
24,
15,
11,
18,
25,
27,
32,
21,
22,
17,
18,
14,
20,
14,
18,
10,
12,
16,
17,
22,
16,
13,
9,
9,
11,
17,
17,
20,
22,
14,
11,
15,
19,
13,
18,
18,
7,
9,
21,
19,
13,
20,
20,
9,
9,
16,
11,
25,
12,
19,
7,
7,
19,
12,
14,
17,
10,
10,
13,
14,
8,
24,
20,
12,
6,
9,
9,
15,
14,
19,
15,
7,
5,
9,
12,
23,
21,
15,
11,
6,
11,
15,
5,
18,
21,
6,
99,
12,
14,
10,
15,
13,
3,
8,
18,
20,
13,
30,
13,
12,
7,
11,
11,
16,
15,
16,
10,
11,
13,
434,
219,
50,
34,
17,
13,
28,
49,
28,
16,
18,
13,
13,
17,
15,
11,
15,
13,
9,
10,
14,
25,
17,
9,
14,
12,
5,
26,
14,
15,
22,
12,
5,
6,
10,
15,
14,
13,
14,
5,
14,
16,
18,
10,
14,
16,
5,
10,
12,
19,
13,
13,
16,
6,
11,
22,
9,
12,
17,
9,
9,
6,
7,
8,
9,
7,
9,
11,
12,
12,
20,
8,
15,
8,
7,
4,
8,
8,
11,
22,
6,
6,
8,
7,
16,
14,
12,
4,
4,
7,
11,
7,
19,
15,
9,
3,
10,
14,
21,
12,
18,
9,
8,
15,
12,
14,
20,
14,
19,
5,
7,
10,
17,
31,
12,
12,
6,
5,
15,
12,
9,
14,
3,
8,
8,
9,
15,
13,
12,
14,
13,
10,
21,
16,
18,
22,
11,
7,
6,
16,
18,
8,
8,
11,
8,
8,
7,
14,
16,
14,
14,
3,
6,
12,
8,
13,
12,
6,
3,
6,
13,
13,
12,
12,
8,
6,
6,
16,
12,
17,
8,
14,
9,
12,
9,
9,
10,
11,
11,
1,
9,
10,
8,
10,
9,
27,
33,
15,
14,
11,
8,
12,
13,
9,
6,
7,
16,
4,
16,
15,
3,
9,
4,
10,
11
] |
[
10,
8,
7,
10,
21,
10,
15,
10,
13,
13,
6,
13,
8,
14,
11,
5,
10,
9,
13,
18,
9,
21,
9,
9,
5,
9,
14,
9,
10,
12,
7,
4,
6,
8,
5,
11,
6,
5,
5,
8,
16,
20,
15,
20,
11,
13,
10,
18,
8,
7,
10,
10,
5,
12,
12,
7,
29,
18,
2,
24,
7,
13,
19,
18,
9,
2,
12,
11,
15,
19,
11,
11,
5,
7,
14,
19,
15,
20,
12,
4,
6,
10,
12,
14,
14,
18,
16,
16,
13,
11,
13,
15,
13,
11,
4,
25
] |
[
"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: -21.43%",
"予測される変化率: [カラム_0] 予測される変化率: 150.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.44倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -21.43%",
"Forecasted change rate: [column_0] Forecasted change rate: 150.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.44 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 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 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 |
[
1023,
934,
823,
806,
877,
967,
971,
1108,
933,
946,
924,
1006,
1009,
1016,
993,
952,
824,
4037,
1501,
1344,
1204,
952,
867,
1007,
1259,
1212,
1049,
955,
1047,
1040,
1081,
899,
959,
1008,
1082,
1027,
1052,
894,
782,
921,
1077,
985,
938,
1046,
842,
707,
1053,
878,
969,
925,
886,
911,
769,
940,
1091,
994,
1112,
1038,
906,
968,
1055,
1165,
1408,
1440,
1081,
925,
790,
1050,
1143,
1133,
1205,
1093,
925,
794,
1006,
1058,
1084,
1106,
1060,
1055,
867,
965,
1309,
1294,
1131,
935,
921,
693,
907,
1106,
1156,
1068,
1019,
866,
798,
943,
1215,
1148,
1190,
1054,
970,
730,
866,
1164,
1034,
994,
968,
956,
724,
840,
1024,
1035,
1145,
903,
933,
763,
856,
1172,
1226,
1175,
998,
988,
1045,
945,
954,
1406,
1063,
1112,
981,
783,
907,
1034,
1006,
1044,
977,
929,
799,
1049,
1088,
1160,
1263,
7852,
920,
742,
965,
1122,
1055,
1008,
1004,
876,
802,
980,
1102,
1062,
1041,
1035,
860,
750,
858,
1028,
1035,
1054,
1007,
884,
898,
1001,
1157,
1089,
949,
886,
788,
662,
642,
813,
738,
688,
672,
787,
804,
839,
857,
906,
855,
757,
813,
860,
842,
1109,
1144,
1254,
1392,
1194,
903,
1084,
1304,
1206,
1309,
1146,
1072,
1802,
1260,
1277,
1316,
1428,
1341,
1300,
1100,
1231,
1375,
1440,
1430,
1535,
1188,
1000,
1247,
1342,
2831,
2182,
1834,
1289,
1088,
1330,
1433,
1527,
1438,
1553,
1218,
1232,
1580,
1326,
1379,
1650,
1542,
1450,
1148,
1369,
1631,
1650,
1732,
1654,
1447,
1089,
1341,
1403,
1508,
1498,
1632,
1286,
1059,
1314,
1412,
1536,
1539,
1521,
1212,
983,
1124,
1419,
1573,
1637,
1484,
1456,
1015,
2439,
2044,
1648,
1330,
1281,
1048,
1128,
1089,
1317,
1529,
1460,
1332,
1225,
1188,
1285,
1501,
1466,
2737,
1494,
1261,
1070,
1153,
1629,
1571,
1770,
1508,
1291,
882,
12577,
1566,
1726,
1534,
1770,
1465,
1100,
1247,
1891,
1796,
2484,
2112,
1657,
1132,
1154,
1681,
1931,
1920,
2009,
1861,
1141,
1253,
1967,
2109,
2251,
2365,
1833,
1313,
1482,
2336,
3625,
2662,
2364,
2010,
1359,
1625,
2324,
2871,
2471,
2514,
2089,
1406,
1465,
1819,
2295,
2416,
2547,
2349,
2317,
2255,
3111,
3695,
3359,
3373,
2709,
1910,
2358,
3183,
3431,
3117,
3310,
2623,
1937,
2398,
3558,
3562,
3578,
3297,
2718,
1892,
2423,
3561,
3419,
3712,
3433,
2734,
2301,
2727,
3336,
3435,
3521,
3434,
3020,
2321,
2806,
4603,
4363,
4179,
3808,
3089,
2144,
2604,
4724,
5028,
4902,
5173,
3666,
2632,
3719,
7064,
7465,
7062,
7440,
5578,
4408,
5752,
10699,
11838,
13196,
14660,
21505,
52717,
30382,
32190,
25786,
25323,
23293,
19720,
17613,
19235,
24205,
19193,
19669,
19021,
17086,
13569,
15333,
23339,
10563,
8533,
8003,
6217,
4332,
4657,
5101,
4785,
4561,
3866,
3549,
2810,
2820,
3182,
3379,
3605,
3445,
2624,
2131,
2504,
2445,
2793,
2842,
2765,
2400,
1876,
2368,
2585,
2606,
2426,
2341,
1840,
1743,
1850,
1959,
1943,
2068,
1949,
1497,
1220,
1688,
1719,
1846,
1699,
1412,
1061,
880,
1006,
1300,
1446,
1542,
1119,
911,
880,
1277,
1663,
1693,
1463,
1508,
915,
736,
826,
893,
954,
1249,
1030,
732,
611,
706,
710,
750,
783,
835,
733,
754,
728,
712,
767,
664,
727,
686,
632,
730,
825,
804,
924,
780,
723,
975,
1158,
925,
833,
1580
] |
[
809,
965,
871,
980,
1027,
1195,
1269,
1202,
976,
914,
1052,
1188,
1223,
1214,
1141,
1164,
938,
1070,
1428,
1261,
1255,
1104,
976,
768,
927,
1130,
987,
1113,
950,
798,
758,
760,
915,
814,
1026,
944,
913,
879,
788,
980,
1114,
967,
1047,
999,
1671,
1329,
1318,
1226,
1271,
1325,
973,
915,
1125,
1322,
1386,
1285,
1311,
1057,
1025,
1225,
1339,
1388,
1275,
1227,
1182,
1113,
1378,
1373,
1405,
1420,
1484,
1220,
1084,
1423,
1527,
1447,
1447,
1439,
1187,
1140,
1606,
1310,
1356,
1460,
1662,
1374,
1398,
1587,
1473,
1406,
1561,
1552,
1150,
1192,
1649,
1645
] |
[
"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: 54.45%",
"予測される変化率: [カラム_0] 予測される変化率: 103.34%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.80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: 54.45%",
"Forecasted change rate: [column_0] Forecasted change rate: 103.34%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.80 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 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 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 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 |
[
55,
11,
24,
37,
42,
28,
34,
18,
71,
19,
15,
27,
26,
37,
13,
5,
5,
11,
23,
38,
6,
11,
29,
12,
6,
14,
18,
4,
13,
5,
15,
1,
18,
6,
6,
19,
6,
17,
3,
62,
14,
26,
7,
12,
36,
9,
7,
24,
7,
10,
4,
5,
11,
6,
8,
2,
23,
4,
26,
22,
5,
3,
22,
20,
113,
8,
5,
27,
6,
11,
8,
8,
8,
2,
16,
11,
7,
15,
3,
14,
3,
7,
14,
32,
21,
5,
4,
9,
12,
2,
10,
7,
5,
8,
10,
4,
14,
3,
15,
4,
7,
7,
5,
8,
7,
10,
9,
6,
9,
9,
1,
5,
8,
13,
5,
11,
10,
3,
5,
5,
17,
22,
6,
52,
13,
7,
6,
4,
10,
4,
3,
5,
3,
14,
8,
8,
1,
7,
5,
3,
46,
9,
9,
7,
11,
7,
13,
6,
13,
3,
6,
20,
44,
16,
9,
10,
15,
18,
20,
17,
9,
15,
11,
127,
19,
2,
12,
8,
15,
8,
49,
13,
10,
11,
34,
12,
15,
5,
21,
4,
9,
9,
6,
11,
8,
23,
7,
6,
11,
9,
129,
91,
45,
14,
81,
37,
39,
53,
884,
254,
678,
165,
97,
68,
42,
37,
15,
12,
13,
26,
25,
25,
21,
42,
8,
59,
14,
14,
10,
34,
24,
65,
18,
21,
8,
23,
9,
21,
8,
19,
7,
11,
20,
14,
5,
19,
14,
16,
2,
6,
12,
17,
19,
10,
19,
10,
12,
19,
20,
18,
12,
16,
13,
6,
14,
12,
37,
7,
13,
10,
16,
11,
14,
12,
22,
12,
6,
10,
16,
14,
11,
35,
16,
9,
12,
16,
14,
112,
61,
13,
22,
17,
10,
38,
22,
15,
36,
26,
18,
13,
13,
12,
16,
16,
27,
29,
163,
10,
18,
25,
59,
21,
9,
94,
21,
13,
41,
10,
15,
12,
9,
87,
24,
15,
18,
22,
63,
24,
19,
12,
17,
14,
14,
34,
46,
24,
19,
11,
19,
11,
45,
26,
32,
10,
20,
37,
23,
11,
20,
19,
16,
20,
11,
39,
24,
43,
31,
15,
16,
17,
12,
13,
21,
17,
7,
14,
14,
11,
14,
25,
9,
33,
11,
16,
22,
26,
6,
67,
31,
12,
19,
36,
23,
6,
19,
13,
14,
36,
28,
27,
47,
15,
19,
31,
20,
27,
22,
14,
19,
13,
13,
12,
14,
11,
38,
13,
14,
17,
10,
20,
15,
33,
23,
11,
39,
68,
29,
30,
25,
16,
12,
47,
33,
48,
53,
36,
9,
28,
21,
28,
13,
13,
29,
17,
21,
18,
20,
15,
11,
14,
20,
9,
16,
25,
33,
14,
39,
21,
109,
8,
8,
8,
16,
15,
33,
10,
11,
27,
24,
22,
89,
92,
9,
7,
22,
10,
8,
31,
141,
9,
36,
8,
10,
18,
9,
17,
23,
28,
16,
14,
35,
26,
26,
11,
11,
5,
13,
7,
24,
40,
34,
15,
42,
6,
6,
10,
18,
87,
23,
10,
11,
29,
39,
11,
46,
22,
10,
7,
9,
5,
11,
9,
37,
19,
16,
9,
16,
51,
15,
70,
44,
9
] |
[
16,
34,
14,
12,
21,
8,
19,
12,
18,
17,
26,
18,
24,
20,
34,
26,
21,
10,
18,
18,
17,
34,
34,
19,
27,
85,
30,
110,
49,
14,
23,
54,
35,
22,
18,
17,
23,
16,
22,
19,
16,
13,
14,
14,
54,
36,
46,
14,
38,
8,
6,
78,
18,
18,
59,
111,
42,
16,
29,
31,
74,
15,
32,
139,
58,
50,
36,
21,
16,
43,
21,
15,
9,
17,
62,
48,
42,
12,
18,
40,
25,
16,
36,
11,
16,
71,
23,
101,
34,
29,
61,
25,
19,
26,
34,
31
] |
[
"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: -83.64%",
"予測される変化率: [カラム_0] 予測される変化率: 93.75%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.97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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -83.64%",
"Forecasted change rate: [column_0] Forecasted change rate: 93.75%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.97 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
1,
2,
0,
3,
1,
1,
0,
4,
1,
5,
18,
7,
16,
14,
6,
14,
11,
13,
15,
6,
14,
9,
14,
30,
9,
8,
15,
41,
42,
12,
6,
13,
13,
8,
22,
7,
10,
6,
10,
9,
30,
13,
7,
6,
7,
10,
5,
3,
11,
5,
9,
19,
11,
11,
7,
14,
6,
15,
8,
5,
13,
9,
5,
4,
5,
4,
12,
4,
4,
8,
14,
6,
3,
6,
5,
8,
23,
10,
8,
22,
13,
7,
9,
17,
35,
13,
7,
9,
11,
4,
15,
4,
8,
12,
4,
11,
3,
8,
6,
5,
19,
9,
6,
11,
35,
12,
10,
5,
9,
9,
10,
9,
6,
7,
8,
10,
14,
8,
2,
13,
15,
9,
11,
6,
6,
7,
6,
7,
5,
14,
7,
7,
15,
8,
9,
6,
6,
6,
8,
6,
10,
16,
6,
7,
5,
11,
10,
7,
18,
12,
9,
11,
8,
17,
12,
8,
8,
6,
5,
9,
7,
13,
4,
10,
10,
6,
4,
11,
5,
3,
7,
4,
5,
28,
10,
10,
6,
10,
5,
4,
3,
17,
6,
4,
10,
5,
7,
5,
8,
16,
6,
10,
7,
8,
5,
14,
5,
5,
7,
4,
10,
19,
10,
4,
2,
12,
5,
12,
3,
10,
11,
4,
9,
8,
7,
8,
13,
5,
9,
6,
6,
5,
14,
20,
7,
4,
5,
5,
6,
7,
11,
6,
3,
13,
10,
4,
19,
8,
5,
3,
8,
3,
9,
3,
8,
2,
3,
10,
4,
8,
15,
1,
2,
1,
17,
2,
5,
7,
7,
2,
6,
6,
10,
6,
5,
9,
4,
4,
5,
6,
3,
8,
5,
4,
16,
10,
6,
4,
7,
2,
3,
7,
9,
6,
15,
4,
6,
3,
6,
5,
3,
7,
7,
6,
4,
6,
6,
5,
8,
2,
5,
2,
3,
4,
4,
5,
3,
1,
1,
4,
7,
3,
3,
8,
6,
3,
5,
3,
5,
5,
0,
5,
9,
14,
7,
10,
14,
6,
25,
12,
14,
7,
8,
10,
3,
15,
5,
7,
14,
8,
5,
2,
3,
1,
5,
2,
3,
5,
4,
4,
2,
3,
5,
5,
2,
6,
4,
0,
6,
7,
1,
4,
2,
2,
3,
3,
4,
1,
2,
8,
2,
2,
8,
5,
4,
5,
2,
3,
0,
8,
8,
1,
6,
2,
5,
9,
5,
4,
4,
6,
3,
4,
5,
6,
7,
10,
17,
6,
7,
14,
15,
8,
17,
3,
7,
7,
13,
13,
3,
11,
4,
8,
4,
11,
4,
6,
10,
8,
6,
5,
1,
8,
4,
6,
10,
3,
13,
4,
29,
6,
11,
8,
24,
17,
2,
15,
10,
33,
11,
10,
6,
6,
7,
12,
10,
10,
19,
12,
14,
10,
13,
10,
6,
27,
4,
34,
1,
10,
13,
13,
11,
5,
6,
22,
72,
12,
2,
2,
5,
6,
9,
8,
25,
18,
8,
5,
6,
6,
17,
13,
10,
9,
2,
24,
5,
9,
26,
33,
12,
13,
9,
8,
9,
11,
5,
5,
0,
8,
6,
7,
11,
3,
19,
2,
4,
18,
7,
6,
5,
6,
2
] |
[
5,
1,
7,
2,
13,
4,
4,
2,
2,
11,
1,
6,
3,
6,
6,
4,
9,
4,
3,
1,
1,
10,
9,
12,
6,
10,
10,
10,
2,
10,
5,
5,
8,
6,
14,
9,
5,
4,
11,
5,
6,
6,
2,
3,
8,
5,
8,
4,
4,
3,
25,
11,
5,
1,
9,
2,
4,
3,
13,
4,
3,
6,
4,
2,
5,
7,
4,
6,
1,
24,
12,
0,
10,
3,
2,
4,
0,
4,
7,
5,
2,
3,
4,
1,
1,
4,
6,
11,
1,
6,
4,
2,
3,
12,
0,
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: 100.00%",
"予測される変化率: [カラム_0] 予測される変化率: 60.00%",
"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: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 60.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.81 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 42 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 42.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
504,
679,
478,
497,
337,
630,
647,
524,
483,
411,
284,
297,
434,
406,
502,
475,
387,
322,
296,
548,
615,
440,
457,
476,
317,
282,
470,
510,
608,
427,
330,
286,
275,
395,
432,
520,
470,
408,
349,
298,
468,
491,
489,
419,
405,
294,
344,
462,
517,
514,
536,
398,
260,
354,
552,
580,
545,
589,
538,
400,
405,
639,
700,
686,
692,
751,
481,
524,
843,
808,
889,
1079,
899,
569,
687,
1321,
1278,
1267,
1228,
1053,
588,
722,
1217,
1107,
932,
818,
713,
598,
933,
1553,
1437,
1948,
1321,
1055,
813,
1185,
1412,
1234,
1345,
1445,
958,
801,
852,
1322,
1241,
1113,
1032,
985,
730,
853,
1195,
1145,
1009,
1159,
792,
661,
907,
1581,
2084,
1384,
1077,
888,
698,
881,
1201,
1183,
1137,
921,
899,
723,
1008,
1174,
1203,
1062,
1133,
928,
637,
894,
1154,
1072,
1053,
951,
825,
602,
733,
1125,
1129,
987,
1200,
911,
636,
961,
1072,
1123,
1144,
949,
915,
683,
740,
1195,
1079,
1178,
995,
891,
697,
699,
1241,
927,
1037,
938,
734,
550,
508,
720,
636,
478,
334,
323,
411,
689,
597,
691,
613,
452,
480,
561,
660,
975,
986,
951,
1105,
788,
681,
715,
1191,
1060,
1055,
1110,
1000,
694,
732,
1093,
1089,
899,
1148,
895,
593,
652,
1043,
1034,
874,
999,
857,
560,
564,
982,
1094,
844,
875,
812,
570,
638,
974,
915,
902,
864,
962,
1135,
991,
1395,
1317,
1489,
911,
852,
543,
688,
974,
846,
950,
907,
725,
528,
670,
941,
1044,
1047,
980,
707,
586,
669,
975,
863,
915,
847,
841,
669,
600,
986,
947,
848,
891,
795,
442,
612,
851,
925,
838,
775,
629,
538,
515,
747,
894,
1016,
1017,
712,
430,
517,
754,
814,
834,
805,
722,
498,
551,
1097,
910,
891,
853,
816,
464,
602,
894,
1020,
918,
1000,
2140,
587,
539,
956,
969,
803,
1020,
959,
603,
607,
964,
915,
790,
708,
632,
565,
606,
940,
922,
902,
936,
823,
534,
484,
635,
865,
776,
949,
717,
438,
552,
748,
884,
755,
797,
691,
499,
549,
872,
811,
740,
896,
721,
415,
492,
755,
777,
758,
659,
721,
581,
481,
654,
772,
699,
739,
770,
383,
390,
676,
610,
567,
573,
510,
446,
412,
631,
504,
507,
505,
397,
1616,
1071,
483,
787,
926,
947,
881,
632,
290,
472,
505,
493,
368,
361,
312,
347,
486,
507,
470,
490,
504,
326,
321,
472,
611,
653,
422,
438,
374,
311,
474,
522,
421,
407,
454,
364,
410,
461,
462,
445,
449,
445,
286,
322,
351,
491,
498,
432,
466,
392,
327,
572,
541,
515,
508,
512,
358,
363,
626,
571,
580,
616,
623,
437,
434,
724,
868,
761,
913,
851,
432,
527,
1041,
1142,
885,
1011,
822,
541,
759,
1274,
1167,
1278,
1440,
1067,
791,
1095,
1798,
1411,
1398,
1347,
1347,
682,
966,
1418,
1421,
1381,
1182,
1053,
677,
783,
1313,
1326,
1646,
1310,
1146,
652,
811,
1180,
1350,
1050,
931,
872,
629,
726,
1170,
907,
971,
882,
793,
559,
739,
824,
903,
1056,
947,
910,
672,
851,
1065,
1089,
976,
874,
702,
557,
790,
1219,
1079,
998,
858,
1575,
694,
702,
969,
1008,
1227
] |
[
974,
945,
586,
698,
1074,
1126,
962,
1049,
862,
605,
984,
1032,
1081,
906,
1075,
778,
603,
566,
821,
868,
895,
952,
699,
522,
583,
756,
703,
682,
564,
529,
390,
356,
540,
627,
657,
655,
476,
365,
371,
903,
875,
862,
845,
721,
544,
725,
834,
896,
802,
788,
694,
492,
573,
920,
859,
827,
756,
746,
537,
512,
835,
773,
790,
784,
638,
446,
508,
731,
718,
777,
664,
539,
455,
640,
773,
787,
3934,
891,
693,
526,
561,
707,
766,
931,
887,
1154,
515,
582,
817,
797,
927,
778,
777,
552,
539,
898
] |
[
"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: 143.45%",
"予測される変化率: [カラム_0] 予測される変化率: -7.80%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.41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: 39個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 143.45%",
"Forecasted change rate: [column_0] Forecasted change rate: -7.80%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.41 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 39",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
257,
224,
207,
134,
164,
188,
231,
244,
212,
248,
130,
158,
211,
217,
217,
193,
156,
148,
205,
308,
276,
318,
186,
161,
154,
158,
177,
217,
212,
160,
151,
135,
171,
184,
168,
158,
205,
172,
166,
187,
182,
166,
187,
192,
169,
218,
203,
210,
214,
219,
202,
206,
209,
238,
254,
266,
238,
338,
228,
188,
177,
225,
237,
258,
295,
241,
230,
275,
296,
294,
232,
251,
216,
192,
252,
248,
295,
204,
247,
236,
188,
234,
263,
331,
292,
264,
247,
238,
240,
274,
244,
273,
245,
195,
199,
210,
185,
189,
227,
297,
180,
192,
171,
180,
167,
181,
178,
194,
162,
184,
191,
266,
288,
285,
10220,
139,
162,
211,
210,
235,
243,
226,
128,
190,
239,
243,
244,
242,
230,
195,
150,
244,
227,
163,
147,
128,
151,
146,
142,
201,
144,
144,
144,
110,
162,
144,
180,
150,
163,
127,
118,
112,
172,
167,
131,
141,
139,
121,
113,
134,
138,
165,
140,
131,
115,
126,
131,
121,
166,
139,
144,
123,
106,
116,
138,
85,
69,
113,
132,
126,
131,
124,
147,
115,
156,
132,
174,
168,
173,
160,
143,
149,
135,
146,
1444,
260,
184,
177,
176,
129,
127,
200,
182,
157,
141,
177,
138,
182,
172,
211,
211,
160,
146,
126,
180,
216,
256,
319,
225,
160,
184,
242,
240,
269,
282,
269,
303,
278,
2368,
586,
300,
284,
310,
258,
208,
232,
255,
282,
432,
364,
284,
274,
298,
277,
279,
302,
302,
256,
190,
81286,
315,
464,
266,
340,
237,
255,
254,
268,
281,
242,
195,
182,
186,
182,
245,
222,
238,
151,
194,
188,
226,
278,
290,
333,
330,
270,
280,
320,
348,
396,
397,
362,
298,
239,
285,
428,
355,
388,
345,
324,
289,
298,
379,
394,
294,
265,
307,
251,
353,
411,
395,
388,
431,
302,
261,
289,
275,
353,
279,
240,
220,
264,
437,
343,
430,
394,
347,
246,
244,
234,
257,
308,
324,
366,
303,
224,
296,
360,
384,
311,
336,
229,
235,
303,
330,
371,
406,
367,
276,
232,
331,
328,
325,
315,
330,
305,
226,
263,
367,
295,
331,
338,
296,
248,
274,
325,
313,
280,
310,
232,
210,
267,
326,
329,
329,
360,
255,
207,
270,
272,
308,
356,
289,
241,
201,
199,
279,
260,
308,
277,
262,
443,
287,
263,
248,
213,
228,
201,
186,
225,
261,
238,
205,
209,
261,
206,
240,
266,
265,
256,
243,
213,
157,
189,
227,
262,
263,
216,
212,
160,
199,
221,
248,
197,
184,
202,
161,
206,
229,
260,
246,
228,
208,
147,
166,
274,
270,
242,
280,
249,
183,
256,
254,
246,
234,
263,
246,
190,
193,
214,
274,
299,
270,
341,
250,
276,
280,
286,
234,
264,
242,
227,
241,
334,
296,
332,
296,
248,
183,
213,
266,
242,
265,
189,
219,
152,
191,
197,
200,
231,
222,
222,
199,
185,
214,
246,
234,
217,
186,
154,
204,
215,
199,
269,
192,
199,
164,
224,
176,
172,
228,
194,
189,
136,
189,
243,
199,
275,
203,
182,
153,
179,
273,
222,
230,
205,
212,
148,
173,
219,
201,
234
] |
[
231,
174,
142,
168,
198,
210,
209,
187,
165,
127,
183,
214,
188,
199,
179,
179,
148,
183,
227,
217,
197,
181,
175,
164,
197,
201,
204,
213,
142,
134,
132,
169,
187,
152,
168,
188,
138,
134,
131,
213,
230,
234,
167,
214,
186,
218,
213,
211,
287,
272,
222,
234,
245,
280,
243,
299,
257,
331,
198,
214,
240,
296,
289,
264,
196,
207,
224,
235,
251,
280,
245,
249,
223,
294,
297,
236,
225,
214,
191,
155,
192,
261,
523,
220,
200,
218,
167,
156,
230,
226,
224,
166,
222,
155,
145,
180
] |
[
"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: -8.95%",
"予測される変化率: [カラム_0] 予測される変化率: -22.08%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.61倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 45個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -8.95%",
"Forecasted change rate: [column_0] Forecasted change rate: -22.08%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.61 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 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 70 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 70.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
48,
66,
47,
29,
45,
46,
49,
53,
45,
58,
52,
55,
71,
60,
65,
70,
48,
56,
61,
69,
59,
45,
42,
53,
45,
40,
50,
55,
53,
41,
40,
39,
44,
56,
57,
44,
47,
117,
82,
70,
57,
75,
87,
81,
75,
59,
81,
121,
208,
93,
71,
72,
75,
68,
73,
64,
62,
55,
50,
60,
62,
64,
47,
33,
41,
43,
56,
42,
60,
83,
415,
126,
80,
61,
78,
91,
54,
65,
65,
58,
68,
58,
58,
78,
52,
45,
48,
63,
62,
53,
58,
55,
52,
68,
65,
51,
55,
73,
46,
48,
60,
62,
60,
64,
62,
51,
70,
55,
65,
53,
65,
48,
72,
61,
60,
54,
66,
64,
58,
55,
66,
52,
59,
64,
58,
64,
57,
63,
71,
69,
101,
70,
100,
97,
80,
52,
65,
83,
66,
68,
76,
84,
75,
88,
75,
80,
81,
83,
73,
62,
82,
89,
88,
66,
79,
81,
132,
269,
165,
92,
101,
91,
86,
152,
78,
122,
88,
132,
85,
81,
73,
81,
82,
85,
94,
98,
83,
104,
88,
94,
121,
109,
74,
45,
68,
133,
243,
116,
110,
92,
91,
108,
109,
131,
112,
119,
124,
105,
92,
87,
92,
78,
113,
113,
106,
96,
75,
108,
82,
106,
98,
87,
85,
98,
85,
101,
115,
117,
95,
95,
102,
101,
104,
99,
79,
91,
71,
72,
90,
89,
83,
69,
78,
92,
83,
97,
390,
130,
97,
96,
82,
96,
69,
79,
74,
76,
67,
90,
80,
76,
86,
66,
74,
80,
91,
75,
99,
91,
74,
81,
90,
82,
78,
69,
54,
84,
117,
95,
110,
75,
93,
104,
91,
85,
102,
74,
106,
78,
94,
103,
112,
208,
168,
107,
101,
116,
89,
105,
81,
48,
88,
76,
69,
94,
111,
268,
161,
117,
112,
93,
93,
69,
78,
89,
92,
69,
86,
109,
66,
96,
79,
77,
73,
76,
90,
89,
83,
57,
62,
65,
59,
76,
78,
105,
99,
83,
97,
84,
83,
62,
67,
82,
90,
87,
73,
82,
85,
94,
84,
64,
75,
58,
95,
82,
189,
94,
84,
94,
71,
91,
62,
63,
61,
78,
73,
96,
77,
62,
48,
71,
63,
87,
67,
90,
65,
60,
64,
70,
64,
58,
75,
60,
57,
42,
54,
68,
61,
81,
124,
92,
92,
76,
61,
90,
78,
69,
1747,
7982,
1893,
824,
532,
407,
246,
173,
131,
92,
115,
122,
130,
125,
96,
117,
114,
176,
146,
183,
119,
126,
490,
128,
116,
96,
90,
88,
90,
80,
67,
73,
93,
82,
97,
103,
96,
95,
79,
79,
82,
76,
84,
101,
106,
95,
94,
102,
96,
69,
73,
72,
91,
85,
66,
89,
64,
77,
72,
64,
88,
74,
62,
76,
88,
63,
80,
104,
76,
93,
112,
104,
72,
93,
68,
67,
99,
71,
87,
74,
95,
228,
110,
264,
24310,
16312,
5737,
4101,
2680,
1543,
1152,
960,
782,
913,
642,
623,
524,
570,
530,
515,
657,
484,
614,
435,
300,
279,
253,
301,
306,
305,
316,
372,
274,
332,
249,
292,
301,
276,
300,
248,
232,
260,
320,
246,
257,
246
] |
[
215,
243,
341,
297,
247,
7997,
5232,
5723,
3203,
2741,
2073,
1393,
572,
1110,
466,
515,
443,
474,
545,
399,
349,
323,
305,
345,
426,
343,
364,
331,
294,
314,
304,
252,
306,
253,
229,
321,
314,
286,
356,
357,
407,
360,
421,
445,
536,
460,
451,
421,
385,
348,
432,
450,
543,
441,
394,
356,
397,
331,
320,
354,
345,
390,
364,
369,
359,
366,
419,
349,
318,
314,
315,
265,
297,
365,
302,
372,
410,
316,
273,
1643,
498,
397,
365,
343,
267,
300,
304,
361,
421,
318,
276,
323,
307,
379,
366,
281
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 412.50%",
"予測される変化率: [カラム_0] 予測される変化率: 30.70%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.41倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: downward",
"Historical change rate: [column_0] Historical change rate: 412.50%",
"Forecasted change rate: [column_0] Forecasted change rate: 30.70%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.41 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 |
[
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
1,
0,
1,
0,
2,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
2,
1,
2,
0,
2,
2,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
2,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
2,
0,
0,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
2,
0,
0,
2,
0,
0,
1,
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,
0,
0,
0,
0,
0,
6,
0,
0,
1,
0,
0,
0,
3,
0,
6,
1,
1,
0,
1,
3,
0,
0,
1,
2,
0,
3,
1,
0,
0,
1,
1,
1,
0,
0,
2,
1,
2,
3,
820,
50,
72,
21,
73,
223,
12,
9,
7,
6,
2,
8,
20,
15,
17,
15,
4,
3,
8,
4,
5,
1,
9,
3,
3,
2,
3,
3,
10,
1,
5,
2,
0,
3,
1,
2,
1,
3,
3,
2,
2,
2,
1,
2,
2,
3,
0,
1,
4,
2,
0,
5,
1,
1,
0,
3,
2,
1,
2,
2,
5,
2,
0,
2,
2,
3,
0,
0,
7,
2,
4,
1,
3,
0,
4,
3,
3,
2,
3,
1,
3,
1,
4,
2,
2,
2,
0,
3,
1,
3,
6,
2,
2,
1,
1,
2,
2,
3,
0,
3,
3,
2,
1,
2,
2,
1,
1,
4,
4,
0,
1,
0,
1,
0,
2,
5,
4,
0,
0,
1,
1,
2,
4,
0,
1,
0,
2,
1,
1,
2,
3,
1,
1,
0,
3,
0,
2,
0,
4,
3,
1,
2,
0,
3,
0,
1,
0,
1,
1,
0,
1,
0,
1,
2,
0,
1,
1,
0,
1,
0,
1,
1,
1,
1,
1,
1,
4,
1,
0,
3,
1,
0,
0,
0,
1,
1,
3,
2,
0,
0,
2,
2,
2,
2,
0,
1,
3,
1,
0,
3,
2,
0,
2,
1,
1,
0,
0,
1,
0,
1,
2,
0,
4,
3,
1,
1,
1,
2,
1,
1,
0,
2,
1,
0,
1,
0,
2,
2,
1,
0,
2,
2,
5,
2,
4,
2,
2,
2,
1,
1,
4,
1,
2,
1,
3,
2,
3,
1,
1,
0,
0,
1,
2,
0,
1,
2,
1,
3,
2,
0,
1,
0,
0,
2,
0,
0,
0,
1,
0,
7,
3,
1,
2,
7,
4,
0,
0,
2,
4,
1,
1,
0,
2,
0,
0,
3,
0,
6,
0,
1,
2,
0,
0,
1,
0
] |
[
2,
0,
2,
0,
0,
0,
0,
1,
2,
2,
2,
2,
2,
0,
1,
1,
1,
0,
0,
2,
4,
0,
1,
4,
2,
2,
8,
3,
3,
0,
3,
4,
0,
2,
1,
4,
3,
1,
1,
2,
5,
0,
3,
0,
0,
1,
1,
1,
2,
3,
3,
1,
0,
0,
0,
0,
2,
1,
1,
0,
0,
0,
0,
8,
1,
2,
1,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
1,
3,
0,
0,
3,
1,
2,
0,
0,
1,
1,
2,
1,
1,
1,
0
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -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10.29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: 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: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 10.29 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 27",
"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 |
[
744,
568,
706,
711,
1048,
885,
1191,
1415,
1035,
3490,
686,
656,
693,
780,
1021,
751,
695,
645,
654,
1523,
1362,
974,
714,
498,
545,
484,
475,
696,
650,
468,
790,
490,
555,
511,
511,
491,
498,
471,
640,
607,
2367,
931,
820,
919,
1672,
1190,
937,
686,
674,
589,
645,
604,
756,
649,
554,
496,
473,
377,
416,
537,
466,
451,
399,
342,
330,
348,
502,
565,
436,
450,
461,
399,
409,
505,
985,
595,
489,
420,
556,
528,
498,
683,
2650,
7991,
1093,
908,
892,
681,
757,
750,
652,
9304,
5367,
1721,
3420,
1922,
4601,
3134,
20128,
8736,
5272,
4552,
3769,
3414,
2479,
4042,
3270,
2289,
2366,
1983,
1503,
1439,
5670,
3808,
2282,
2177,
1689,
1281,
1444,
1950,
1990,
1314,
1326,
1507,
1197,
1490,
4188,
2924,
1983,
1792,
1567,
1034,
1628,
6006,
4378,
2697,
2290,
1971,
1320,
1189,
8213,
5387,
2976,
2750,
2048,
2027,
4838,
16808,
9427,
5949,
4259,
3140,
1768,
1614,
10340,
4042,
2439,
3886,
2821,
1234,
1420,
7707,
4720,
2843,
4678,
2004,
1342,
1405,
14959,
5279,
3280,
2256,
1704,
1072,
1031,
1779,
922,
867,
1005,
1023,
749,
1018,
1205,
1039,
611,
791,
743,
719,
647,
766,
546,
619,
760,
746,
624,
473,
504,
430,
469,
526,
603,
471,
409,
405,
395,
423,
496,
493,
385,
374,
399,
382,
430,
463,
471,
416,
348,
511,
470,
448,
399,
449,
347,
422,
474,
498,
544,
517,
529,
442,
454,
425,
381,
557,
555,
511,
467,
385,
480,
385,
388,
451,
428,
408,
394,
785,
656,
531,
665,
1200,
637,
538,
884,
3711,
1425,
1009,
1031,
745,
624,
649,
625,
499,
730,
827,
614,
413,
519,
422,
449,
938,
635,
461,
455,
466,
400,
445,
832,
527,
481,
375,
486,
776,
497,
697,
477,
514,
344,
445,
429,
911,
1159,
534,
437,
390,
375,
599,
511,
503,
476,
357,
293,
463,
425,
470,
472,
478,
394,
474,
513,
714,
485,
508,
371,
436,
447,
415,
451,
345,
463,
422,
332,
330,
350,
357,
272,
352,
394,
319,
536,
645,
481,
400,
667,
523,
351,
291,
303,
336,
304,
393,
398,
364,
409,
400,
391,
278,
442,
429,
416,
334,
474,
405,
364,
398,
462,
361,
426,
594,
737,
765,
665,
529,
496,
532,
523,
387,
402,
491,
507,
408,
366,
523,
414,
413,
530,
696,
535,
2614,
2479,
1184,
916,
850,
929,
897,
6245,
3715,
2006,
1272,
1313,
1017,
760,
4630,
3074,
1730,
1260,
1472,
1275,
1200,
32756,
26564,
10237,
5994,
5106,
4602,
3313,
31572,
22052,
11035,
7043,
9409,
5187,
4007,
4454,
3598,
2497,
2406,
4626,
2665,
2855,
34123,
22244,
11635,
7797,
6514,
5180,
5317,
35166,
17779,
9490,
7978,
15747,
6750,
4448,
21314,
19375,
11349,
5689,
5134,
4927,
4988,
19557,
13227,
8025,
5124,
5719,
4030,
3337,
14932,
10926,
11060,
4079,
3308,
3165,
2632,
2003,
1758,
1527,
1400,
1664,
1526,
2458,
1803,
1427,
1310,
1174,
2196,
1900,
1546,
1602,
953,
860,
968,
1535,
1328,
940,
913,
793,
787,
820,
1523,
1194,
775,
728,
706,
789,
1183,
1005,
1222,
6693,
763,
660,
832,
685,
1213,
891,
858,
646,
571,
565,
708,
991,
885,
10661,
3380,
1417,
993,
944,
1446,
1147,
730,
788,
803
] |
[
596,
583,
1133,
1046,
749,
572,
525,
499,
439,
938,
717,
565,
471,
480,
420,
425,
761,
778,
496,
446,
599,
463,
424,
903,
847,
604,
587,
514,
531,
744,
1012,
875,
845,
541,
822,
683,
773,
930,
592,
799,
1160,
626,
542,
576,
551,
632,
680,
419,
396,
396,
439,
569,
500,
413,
419,
415,
405,
579,
55587,
11781,
3378,
8801,
1320,
839,
733,
728,
669,
576,
475,
1454,
622,
673,
1991,
1610,
977,
685,
581,
627,
624,
3195,
6092,
2243,
1227,
855,
847,
887,
1377,
1343,
909,
752,
640,
560,
1059,
2968,
1206,
735
] |
[
"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: 7.93%",
"予測される変化率: [カラム_0] 予測される変化率: 23.32%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.09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: 7.93%",
"Forecasted change rate: [column_0] Forecasted change rate: 23.32%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.09 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 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 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 94.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
36,
29,
45,
18,
25,
36,
36,
31,
17,
25,
17,
14,
26,
16,
26,
26,
27,
22,
11,
48,
43,
19,
45,
21,
11,
8,
25,
30,
29,
36,
39,
14,
16,
30,
44,
20,
23,
27,
27,
9,
22,
45,
24,
31,
25,
9,
15,
28,
37,
40,
27,
34,
21,
13,
18,
33,
24,
55,
21,
9,
20,
30,
25,
32,
31,
31,
13,
17,
17,
40,
25,
25,
28,
12,
15,
34,
45,
28,
36,
25,
22,
16,
30,
33,
48,
32,
18,
14,
19,
18,
26,
28,
33,
40,
11,
14,
30,
36,
27,
30,
42,
20,
8,
28,
44,
34,
29,
26,
22,
10,
31,
25,
33,
28,
28,
16,
17,
29,
33,
40,
27,
24,
9,
13,
23,
32,
35,
20,
28,
14,
15,
28,
37,
31,
30,
33,
6,
10,
26,
49,
28,
36,
27,
16,
7,
31,
43,
18,
24,
17,
18,
13,
20,
21,
33,
23,
20,
13,
17,
11,
26,
25,
25,
16,
7,
17,
36,
20,
35,
37,
21,
11,
17,
23,
18,
18,
22,
9,
4,
9,
30,
15,
18,
15,
7,
14,
8,
22,
24,
36,
17,
26,
12,
7,
26,
29,
29,
31,
19,
29,
9,
25,
31,
27,
38,
19,
22,
12,
22,
22,
26,
19,
24,
8,
15,
22,
30,
29,
24,
24,
13,
19,
18,
15,
20,
37,
34,
21,
17,
26,
28,
19,
27,
26,
16,
21,
20,
24,
46,
33,
41,
31,
23,
43,
42,
23,
29,
38,
12,
23,
26,
40,
46,
36,
34,
13,
19,
30,
20,
24,
32,
26,
17,
17,
41,
17,
40,
24,
18,
13,
3,
32,
26,
46,
39,
178,
28,
13,
20,
47,
20,
50,
190,
36,
33,
22,
21,
30,
34,
33,
17,
19,
45,
33,
26,
13,
26,
19,
26,
19,
33,
34,
30,
34,
15,
11,
26,
36,
36,
27,
39,
17,
16,
28,
34,
25,
34,
28,
14,
16,
45,
35,
33,
33,
36,
28,
23,
50,
46,
51,
32,
14,
16,
10,
31,
44,
26,
24,
21,
8,
15,
25,
19,
30,
29,
24,
9,
12,
25,
39,
24,
50,
27,
22,
15,
38,
30,
22,
41,
49,
14,
24,
30,
37,
31,
26,
26,
13,
15,
25,
38,
23,
34,
25,
16,
19,
28,
27,
25,
16,
28,
11,
33,
32,
40,
49,
32,
29,
32,
29,
24,
19,
25,
36,
29,
17,
10,
26,
36,
35,
25,
18,
17,
15,
44,
32,
31,
36,
28,
13,
18,
39,
20,
22,
34,
31,
9,
19,
16,
21,
39,
24,
32,
27,
19,
31,
24,
26,
17,
23,
17,
11,
44,
38,
31,
32,
22,
10,
18,
21,
26,
28,
39,
20,
15,
22,
26,
40,
41,
26,
30,
22,
8,
15,
19,
27,
29,
25,
11,
14,
28,
38,
25,
47,
15,
13,
11,
33,
26,
12,
24,
14,
9,
23,
25,
29,
17,
24,
20,
17,
11,
30,
14,
28,
12,
23,
11,
10,
22,
27,
27,
26,
14,
13,
10,
23,
24,
21,
26,
14,
11,
11,
24,
10,
21,
34,
27,
12,
10,
32,
22,
25
] |
[
32,
26,
9,
25,
12,
20,
20,
25,
35,
15,
9,
29,
33,
29,
24,
25,
19,
11,
30,
18,
17,
22,
19,
11,
11,
16,
17,
24,
21,
18,
12,
11,
19,
25,
21,
14,
37,
11,
13,
8,
17,
21,
106,
22,
9,
22,
29,
30,
25,
20,
25,
14,
5,
33,
23,
30,
22,
23,
7,
17,
23,
15,
28,
20,
22,
19,
9,
31,
22,
26,
16,
27,
16,
13,
14,
39,
43,
33,
37,
43,
9,
33,
17,
25,
22,
12,
15,
14,
34,
18,
31,
30,
18,
9,
33,
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: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -30.56%",
"予測される変化率: [カラム_0] 予測される変化率: -50.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.55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: 60個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -30.56%",
"Forecasted change rate: [column_0] Forecasted change rate: -50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.55 times the mean)",
"Trend: [column_0] Trend intensification: stable 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 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 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 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 |
[
398,
408,
423,
443,
450,
458,
523,
493,
507,
408,
409,
483,
416,
386,
400,
342,
391,
462,
383,
413,
383,
424,
410,
406,
92,
13,
22,
3,
9,
335,
363,
412,
360,
347,
376,
408,
420,
120,
19,
13,
15,
10,
4,
7,
7,
7,
11,
6,
6,
6,
6,
8,
27,
325,
393,
355,
410,
54,
6,
4,
6,
4,
4,
1,
11,
0,
7,
6,
11,
2,
5,
5,
2,
3,
3,
6,
27,
226,
401,
377,
509,
482,
417,
367,
424,
360,
427,
469,
412,
409,
355,
319,
287,
295,
417,
368,
322,
369,
348,
398,
413,
439,
422,
359,
364,
323,
321,
461,
678,
585,
557,
585,
544,
546,
543,
666,
666,
543,
556,
557,
543,
468,
519,
590,
415,
285,
310,
306,
327,
388,
324,
304,
353,
353,
303,
318,
428,
383,
292,
281,
266,
42,
6,
11,
3,
2,
10,
2,
2,
4,
15,
13,
2,
2,
0,
8,
3,
5,
6,
11,
2,
3,
3,
3,
8,
10,
5,
4,
10,
3,
4,
4,
7,
5,
9,
2,
4,
12,
3,
9,
4,
3,
9,
7,
5,
8,
6,
17,
1,
4,
3,
6,
236,
260,
244,
316,
313,
250,
274,
291,
319,
264,
312,
270,
261,
212,
257,
315,
182,
160,
200,
178,
200,
198,
219,
155,
182,
174,
163,
162,
179,
192,
164,
194,
221,
178,
170,
235,
252,
189,
157,
192,
179,
92,
12,
65,
118,
164,
160,
192,
152,
151,
196,
150,
11,
2,
14,
3,
6,
3,
2,
1,
6,
2,
6,
7,
11,
7,
5,
1,
3,
4,
8,
2,
2,
3,
10,
7,
2,
6,
17,
11,
6,
17,
23,
6,
10,
7,
11,
10,
10,
17,
8,
11,
11,
11,
9,
2,
9,
7,
3,
6,
9,
7,
5,
3,
4,
6,
2,
1,
11,
1,
4,
5,
16,
5,
9,
9,
5,
3,
1,
12,
27,
18,
16,
24,
33,
31,
34,
46,
27,
40,
26,
34,
25,
26,
36,
29,
29,
30,
37,
42,
38,
29,
33,
39,
28,
33,
24,
42,
37,
31,
47,
29,
47,
45,
51,
40,
34,
29,
32,
17,
35,
38,
27,
30,
32,
7,
7,
1,
6,
7,
4,
7,
7,
2,
3,
4,
11,
5,
13,
12,
4,
2,
4,
4,
6,
5,
11,
2,
5,
3,
1,
4,
3,
2,
9,
3,
9,
17,
3,
5,
4,
2,
9,
3,
6,
5,
6,
6,
8,
4,
8,
28,
44,
34,
28,
21,
23,
29,
9,
4,
5,
6,
5,
4,
4,
1,
10,
4,
6,
3,
6,
6,
4,
3,
12,
5,
3,
3,
11,
4,
10,
11,
1,
10,
3,
14,
5,
7,
1,
5,
3,
1,
2,
6,
3,
7,
2,
3,
9,
5,
7,
4,
4,
8,
6,
5,
3,
2,
6,
5,
8,
3,
0,
5,
4,
4,
2,
4,
6,
6,
5,
2,
2,
2,
3,
3,
6,
2,
2,
9,
6,
6,
6,
3,
7,
9,
7,
5,
2,
2,
2,
8,
7,
4,
3,
3,
6,
2,
7,
3,
6,
1,
5,
6,
3,
3,
19,
8,
6,
3
] |
[
2,
6,
2,
4,
5,
3,
10,
1,
6,
1,
10,
5,
4,
7,
8,
2,
4,
7,
6,
2,
3,
8,
4,
4,
3,
6,
2,
4,
7,
1,
6,
3,
5,
6,
5,
2,
5,
5,
5,
6,
4,
1,
3,
3,
8,
2,
2,
11,
5,
3,
8,
2,
9,
7,
11,
5,
7,
3,
2,
12,
13,
3,
3,
2,
3,
2,
4,
2,
13,
6,
5,
6,
4,
5,
5,
5,
8,
5,
4,
8,
8,
5,
6,
7,
3,
3,
3,
10,
10,
5,
5,
5,
4,
10,
2,
11
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -99.25%",
"予測される変化率: [カラム_0] 予測される変化率: 450.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.71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: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -99.25%",
"Forecasted change rate: [column_0] Forecasted change rate: 450.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.71 times the mean)",
"Trend: [column_0] Trend change: from downward to stable",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な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] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 88.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
23,
15,
9,
15,
20,
14,
26,
23,
10,
19,
19,
16,
28,
63,
84,
32,
24,
37,
24,
36,
70,
56,
39,
38,
23,
29,
28,
76,
81,
64,
33,
38,
34,
44,
76,
75,
39,
52,
36,
53,
52,
100,
73,
63,
58,
51,
53,
58,
86,
101,
62,
81,
60,
48,
74,
153,
158,
99,
98,
101,
66,
50,
122,
135,
89,
93,
94,
100,
113,
181,
185,
111,
84,
88,
107,
102,
194,
223,
89,
76,
101,
79,
85,
140,
149,
105,
113,
77,
89,
104,
147,
173,
110,
103,
96,
69,
101,
181,
155,
128,
119,
116,
93,
141,
184,
190,
159,
147,
134,
102,
194,
224,
238,
161,
126,
150,
133,
218,
310,
245,
182,
165,
155,
126,
150,
276,
261,
187,
126,
161,
139,
150,
274,
240,
154,
145,
150,
143,
139,
310,
273,
179,
175,
150,
144,
167,
308,
266,
182,
152,
166,
165,
220,
324,
334,
227,
176,
172,
172,
249,
407,
381,
215,
219,
216,
221,
268,
442,
395,
228,
196,
236,
235,
214,
614,
732,
446,
307,
263,
282,
384,
4079,
2429,
858,
550,
470,
373,
451,
5445,
3020,
965,
575,
490,
372,
461,
3397,
1655,
1100,
614,
464,
355,
362,
5201,
2602,
1014,
631,
728,
609,
497,
4358,
2100,
939,
620,
510,
460,
465,
4025,
2068,
905,
618,
502,
370,
503,
5102,
2515,
1034,
655,
594,
442,
383,
4232,
2379,
845,
510,
497,
496,
540,
2638,
1519,
746,
493,
495,
431,
436,
2731,
1992,
1368,
686,
557,
438,
447,
2828,
1755,
749,
543,
477,
372,
368,
2526,
1641,
1009,
629,
507,
410,
406,
2171,
1261,
800,
452,
433,
363,
313,
973,
1025,
672,
508,
427,
381,
409,
2931,
1523,
1143,
600,
446,
485,
422,
685,
898,
744,
548,
448,
439,
462,
2833,
1429,
1000,
699,
577,
422,
589,
794,
410,
753,
453,
366,
330,
289,
341,
340,
414,
254,
226,
235,
200,
253,
284,
503,
221,
251,
218,
164,
211,
233,
386,
252,
224,
251,
181,
194,
216,
379,
225,
423,
327,
224,
240,
248,
330,
242,
182,
159,
122,
163,
209,
369,
186,
154,
138,
131,
153,
191,
300,
194,
191,
179,
125,
151,
193,
466,
152,
124,
136,
126,
154,
152,
126,
107,
117,
105,
103,
130,
152,
97,
77,
92,
60,
103,
199,
206,
128,
112,
95,
120,
74,
145,
145,
86,
62,
86,
72,
61,
115,
172,
95,
87,
106,
80,
93,
128,
130,
93,
72,
58,
85,
102,
128,
152,
102,
87,
85,
87,
93,
106,
136,
106,
123,
107,
55,
84,
146,
217,
90,
80,
83,
65,
144,
114,
146,
110,
96,
64,
58,
97,
107,
120,
75,
74,
80
] |
[
69,
78,
127,
125,
98,
63,
175,
89,
76,
112,
99,
63,
65,
58,
55,
65,
81,
81,
57,
57,
55,
69,
67,
115,
101,
111,
105,
91,
91,
102,
81,
83,
92,
128,
122,
115,
96,
81,
93,
161,
157,
153,
127,
127,
182,
178,
127,
94,
92,
103,
118,
140,
126,
90,
75,
75,
65,
68,
116,
211,
97,
94,
69,
77,
96,
162,
192,
85,
98,
80,
83,
91,
170,
191,
102,
107,
107,
100,
130,
162,
219,
171,
117,
90,
101,
97,
140,
392,
220,
148,
245,
194,
211,
247,
235,
186
] |
[
"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: 247.83%",
"予測される変化率: [カラム_0] 予測される変化率: 169.57%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.00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: 247.83%",
"Forecasted change rate: [column_0] Forecasted change rate: 169.57%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.00 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 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2361,
2920,
2978,
2939,
2483,
2648,
3167,
3432,
3090,
2823,
2580,
2668,
2365,
2765,
3362,
3163,
2825,
2685,
2915,
3137,
3469,
3768,
2963,
2607,
2469,
2475,
2313,
2271,
2221,
3203,
4678,
2926,
2775,
3289,
3634,
3466,
3380,
3655,
3273,
3237,
4835,
4442,
4460,
4051,
4335,
4587,
6490,
8640,
6605,
5218,
3783,
4681,
7206,
6502,
6654,
5334,
5063,
4413,
3911,
4130,
4316,
5540,
4508,
4625,
14971,
9041,
5796,
4583,
4008,
3640,
4245,
3681,
3298,
3233,
2804,
3203,
3030,
2872,
2868,
2878,
3137,
2898,
2870,
2846,
2978,
3022,
2911,
2672,
2680,
2790,
2868,
2827,
2490,
2392,
2201,
2411,
2738,
2762,
2691,
2602,
2924,
2738,
2345,
2364,
2597,
2457,
2465,
2635,
2576,
2489,
2353,
2498,
3474,
3030,
2923,
2987,
2488,
2470,
4574,
3246,
2719,
3020,
2678,
2656,
2928,
3146,
3329,
3355,
3218,
4443,
3683,
3193,
2704,
2654,
2900,
3138,
3472,
2996,
3106,
2937,
2809,
2838,
2970,
3083,
3138,
2871,
2895,
2708,
3080,
2659,
2789,
2885,
2493,
2478,
2661,
2583,
2583,
2769,
4100,
3293,
3275,
3044,
3203,
3116,
2972,
3495,
3582,
3532,
3128,
2614,
2556,
2575,
2561,
2400,
2785,
3011,
2439,
2528,
2330,
2812,
3009,
3027,
3641,
3056,
3015,
3398,
3443,
3212,
3335,
3118,
2805,
2849,
2743,
2791,
3002,
3186,
3479,
3427,
3493,
3543,
3749,
4283,
3911,
4207,
4088,
3759,
3235,
3001,
3127,
3161,
3359,
3107,
3125,
2692,
2915,
3122,
3159,
3149,
3695,
3427,
3150,
1917,
3140,
2923,
2953,
2572,
2794,
2603,
2756,
2915,
3039,
2998,
3101,
2921,
2703,
2744,
2801,
2895,
2681,
2642,
2771,
2746,
3273,
3227,
2914,
2752,
2717,
3049,
2889,
2826,
2748,
2766,
2701,
2465,
2540,
2958,
3018,
2681,
2464,
2650,
2452,
2543,
2573,
2556,
2829,
2706,
2836,
2696,
2817,
2649,
3478,
4176,
3696,
3231,
3039,
3092,
3079,
2971,
3463,
3787,
4425,
4242,
5482,
4166,
3724,
3793,
3890,
3526,
3095,
3139,
3199,
3374,
3311,
3189,
3299,
3667,
3457,
3260,
3787,
3505,
3137,
3164,
2981,
3087,
2512,
3047,
3518,
3671,
3990,
3800,
3655,
3354,
3133,
3261,
3427,
3890,
3457,
3819,
3547,
3310,
3643,
3362,
3458,
3637,
3472,
3448,
3322,
3028,
3285,
3429,
3529,
3265,
3352,
3144,
2941,
3242,
3433,
3294,
3221,
3544,
3114,
2894,
2995,
2971,
2581,
2934,
2645,
2873,
2836,
2925,
3611,
3351,
3550,
2926,
3023,
2843,
3104,
2806,
2609,
2927,
2393,
2142,
2221,
2308,
2275,
2446,
2433,
2313,
2257,
2732,
2597,
2646,
2861,
2754,
2789,
2827,
2649,
3482,
3318,
3246,
3077,
2846,
2915,
3747,
3010,
2891,
2794,
2847,
2495,
2659,
3101,
3141,
2824,
2728,
2876,
2784,
2402,
2621,
2733,
3884,
3020,
2690,
2416,
2420,
2378,
2286,
2361,
2494,
2734,
2573,
2433,
2511,
6391,
8478,
3776,
3034,
2577,
2881,
2840,
3715,
2439,
2274,
2736,
2250,
2302,
2445,
2636,
2509,
2321,
2125,
2626,
2513,
2511,
2363,
2195,
2111,
2087,
2170,
2330,
2329,
2692,
2468,
2086,
2198,
2265,
2424,
2448,
2387,
2364,
2535,
2898,
2244,
2594,
2659,
2643,
3518,
2455,
2521,
2137,
2923,
2633,
2381,
2358,
2358,
2376,
2345,
2413,
2624,
2661,
2242,
2361,
2515,
2349,
2129,
2372,
2606,
2478,
2562,
2550,
2444,
2304,
2529,
2469,
2243,
2706,
2967,
2527,
2924,
2773,
2682,
2756,
2607,
3008,
2701,
2993,
3066,
3176,
3792,
2859,
2773,
2792,
3085,
3038,
3235,
3371,
3064,
2860,
2551,
2846,
3088,
3017,
2986
] |
[
2850,
2891,
4274,
2973,
3151,
3174,
3020,
2970,
2711,
2828,
2858,
2810,
2971,
2923,
2882,
2849,
2722,
2685,
2677,
2818,
2754,
2749,
2442,
2510,
2443,
2713,
2898,
2865,
2698,
2654,
2451,
2347,
2363,
2695,
2684,
2715,
2863,
2388,
2623,
2906,
2917,
2717,
2849,
2816,
2687,
2713,
2656,
2667,
2668,
2658,
2473,
2541,
2669,
2647,
2975,
2687,
2656,
2867,
2445,
2637,
2646,
2517,
2538,
2248,
2264,
2565,
2406,
2583,
2692,
2777,
2841,
2793,
2905,
2714,
2737,
2949,
2880,
2867,
3135,
2758,
2441,
2473,
2941,
2723,
2733,
2649,
2356,
2444,
2722,
2737,
2916,
2695,
2818,
3223,
3558,
3288
] |
[
"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: 26.47%",
"予測される変化率: [カラム_0] 予測される変化率: 15.37%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.30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: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 26.47%",
"Forecasted change rate: [column_0] Forecasted change rate: 15.37%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.30 times the mean)",
"Trend: [column_0] Trend continuation: downward trend continues",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
166,
235,
199,
166,
246,
227,
276,
209,
173,
232,
153,
168,
177,
157,
208,
205,
119,
145,
119,
192,
155,
157,
221,
183,
125,
110,
165,
169,
202,
180,
138,
161,
166,
172,
161,
143,
126,
114,
141,
109,
124,
176,
239,
243,
158,
185,
124,
166,
189,
185,
215,
125,
133,
103,
123,
134,
152,
158,
160,
123,
87,
127,
143,
171,
148,
121,
127,
109,
156,
142,
114,
109,
141,
105,
100,
157,
181,
173,
184,
145,
166,
101,
142,
144,
132,
117,
167,
107,
136,
138,
175,
173,
154,
138,
111,
117,
148,
145,
165,
177,
157,
126,
135,
163,
183,
160,
164,
152,
114,
142,
141,
144,
175,
130,
134,
100,
147,
162,
186,
160,
183,
161,
138,
142,
160,
175,
64,
55,
59,
63,
62,
83,
54,
71,
65,
67,
47,
62,
66,
49,
62,
66,
45,
39,
38,
50,
66,
50,
72,
54,
34,
52,
48,
58,
75,
76,
72,
47,
62,
64,
97,
75,
86,
48,
33,
41,
46,
37,
62,
62,
30,
40,
37,
41,
37,
44,
40,
25,
34,
48,
48,
31,
39,
37,
32,
29,
29,
54,
38,
57,
57,
46,
21,
34,
36,
34,
51,
54,
43,
42,
59,
36,
41,
71,
56,
50,
32,
35,
37,
43,
70,
60,
61,
39,
31,
52,
38,
48,
48,
32,
28,
30,
50,
31,
49,
49,
52,
43,
35,
38,
33,
43,
48,
53,
44,
55,
55,
117,
57,
59,
49,
53,
48,
75,
53,
82,
65,
74,
213,
69,
59,
64,
68,
49,
49,
38,
47,
75,
52,
43,
55,
74,
44,
41,
49,
24,
30,
43,
31,
44,
30,
56,
57,
225,
68,
48,
39,
39,
50,
53,
80,
50,
207,
404,
28,
52,
59,
35,
47,
24,
39,
51,
59,
256,
45,
74,
59,
62,
199,
63,
38,
48,
62,
59,
42,
21,
41,
71,
50,
47,
82,
32,
31,
48,
33,
48,
44,
44,
24,
36,
53,
35,
58,
65,
44,
45,
46,
70,
68,
36,
66,
75,
36,
41,
31,
45,
42,
34,
61,
52,
45,
51,
41,
32,
34,
57,
34,
49,
44,
42,
54,
60,
29,
23,
28,
28,
52,
63,
34,
39,
65,
78,
52,
38,
90,
36,
51,
23,
23,
43,
46,
45,
48,
24,
23,
30,
40,
64,
36,
53,
39,
31,
28,
68,
35,
36,
49,
57,
37,
47,
49,
34,
43,
53,
53,
52,
39,
32,
56,
61,
36,
34,
21,
48,
33,
35,
51,
44,
36,
23,
35,
28,
38,
44,
38,
36,
43,
20,
45,
42,
33,
26,
35,
29,
44,
33,
41,
43,
51,
36,
34,
24,
52,
31,
34,
41,
42,
39,
40,
45,
62,
39,
47,
26,
35,
26,
27,
43,
41,
34,
37,
33,
32,
35,
52,
50,
40,
39,
28,
23,
37,
30,
39,
29,
33,
32,
36,
40,
59,
43,
41,
64,
46,
39,
53,
59,
52,
48,
35,
41,
46,
39,
38,
43,
47,
39,
34,
34,
37,
38,
59,
40,
42,
32,
36,
47,
36,
35,
36,
30,
50,
31,
45,
39,
48,
51,
44,
31,
28,
40,
43,
60
] |
[
37,
30,
40,
34,
47,
49,
47,
65,
48,
57,
19,
28,
49,
51,
49,
35,
36,
52,
59,
53,
75,
87,
71,
70,
68,
51,
41,
69,
54,
44,
39,
53,
42,
49,
61,
53,
85,
61,
39,
65,
90,
101,
111,
67,
49,
87,
66,
53,
60,
54,
52,
18,
57,
62,
55,
56,
48,
36,
43,
44,
56,
41,
58,
48,
55,
68,
33,
50,
65,
87,
40,
73,
49,
32,
46,
63,
46,
36,
49,
44,
35,
35,
168,
62,
50,
46,
30,
90,
67,
47,
59,
33,
40,
53,
44,
55
] |
[
"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: -63.86%",
"予測される変化率: [カラム_0] 予測される変化率: 48.65%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.73倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -63.86%",
"Forecasted change rate: [column_0] Forecasted change rate: 48.65%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.73 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 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] データは明確な下降トレンドを示しています。",
"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] 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 downward trend.",
"Noise: [column_0] The data contains high randomness at period 74.",
"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 |
[
950,
907,
943,
821,
932,
898,
859,
1033,
840,
768,
721,
857,
893,
905,
945,
913,
804,
696,
733,
895,
859,
1134,
867,
742,
695,
590,
605,
749,
782,
718,
585,
502,
616,
789,
730,
816,
808,
788,
795,
881,
742,
959,
1120,
903,
721,
823,
764,
1375,
1007,
947,
897,
741,
782,
874,
896,
875,
1173,
917,
1144,
844,
995,
1233,
974,
775,
863,
863,
897,
792,
859,
903,
870,
834,
835,
782,
888,
875,
726,
931,
926,
797,
754,
885,
804,
1037,
833,
768,
973,
758,
955,
750,
930,
920,
990,
940,
794,
961,
916,
849,
969,
891,
704,
788,
1127,
829,
679,
897,
813,
771,
710,
918,
806,
835,
889,
893,
971,
954,
771,
777,
751,
1005,
899,
848,
950,
1147,
1128,
996,
948,
833,
789,
922,
967,
1009,
860,
944,
826,
863,
893,
830,
927,
848,
1133,
874,
866,
860,
743,
777,
819,
908,
860,
911,
973,
812,
920,
881,
781,
906,
825,
813,
673,
881,
818,
907,
939,
886,
741,
801,
843,
758,
941,
731,
956,
913,
741,
819,
815,
832,
816,
934,
702,
791,
701,
787,
805,
760,
702,
734,
858,
883,
952,
895,
1021,
898,
962,
945,
817,
822,
972,
819,
964,
891,
857,
893,
879,
845,
799,
832,
887,
726,
710,
858,
933,
887,
900,
919,
1243,
925,
795,
838,
911,
1088,
858,
876,
858,
1010,
967,
894,
1125,
934,
868,
862,
859,
945,
953,
904,
1040,
1007,
908,
957,
962,
789,
927,
936,
842,
881,
1092,
931,
954,
1062,
1065,
845,
925,
782,
856,
842,
764,
882,
849,
992,
912,
986,
902,
885,
787,
846,
846,
902,
873,
877,
953,
795,
800,
978,
749,
735,
749,
759,
698,
711,
897,
834,
876,
799,
652,
697,
678,
767,
737,
689,
698,
790,
765,
728,
841,
854,
634,
889,
875,
842,
822,
803,
820,
779,
693,
655,
829,
762,
733,
793,
665,
781,
846,
736,
638,
828,
1022,
779,
907,
866,
750,
636,
732,
693,
813,
842,
867,
648,
871,
813,
725,
780,
762,
726,
721,
964,
870,
792,
805,
1061,
861,
856,
818,
813,
943,
828,
908,
779,
991,
762,
856,
779,
782,
948,
712,
766,
701,
775,
864,
1219,
765,
692,
812,
708,
700,
719,
842,
853,
830,
781,
759,
789,
858,
752,
1026,
798,
985,
813,
868,
905,
1049,
834,
788,
889,
793,
820,
820,
910,
925,
1523,
1077,
891,
955,
836,
1526,
936,
911,
736,
863,
1059,
1112,
849,
1072,
863,
724,
709,
752,
828,
696,
911,
764,
757,
897,
787,
811,
825,
1011,
958,
742,
794,
827,
869,
822,
765,
785,
897,
723,
792,
956,
930,
612,
831,
710,
883,
898,
885,
771,
836,
716,
675,
694,
808,
747,
802,
705,
764,
681,
753,
665,
1002,
787,
704,
871,
760,
682,
843,
781,
802,
879,
671,
737,
636,
932,
751,
821,
732,
704,
715,
768,
575,
661,
664,
636,
762,
738,
671,
634,
680,
787,
724,
1066,
797,
677,
796,
854,
835,
860,
807,
762,
950,
714,
740,
775,
762,
710,
755,
821,
827,
889,
858,
704,
972,
753,
878,
912,
835,
788,
798,
878,
991,
764,
888,
924,
687
] |
[
801,
764,
757,
897,
836,
778,
761,
793,
747,
746,
672,
907,
1159,
890,
834,
873,
928,
832,
942,
881,
826,
798,
663,
738,
661,
769,
778,
889,
753,
714,
667,
709,
808,
815,
745,
764,
599,
657,
590,
773,
709,
829,
777,
714,
693,
825,
831,
866,
881,
848,
875,
806,
807,
756,
761,
800,
905,
1077,
755,
720,
815,
673,
773,
738,
968,
887,
773,
940,
756,
733,
807,
982,
835,
830,
934,
880,
1098,
817,
808,
766,
750,
900,
814,
907,
794,
992,
740,
834,
880,
725,
796,
844,
871,
760,
683,
695
] |
[
"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: -27.68%",
"予測される変化率: [カラム_0] 予測される変化率: -13.23%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.14倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -27.68%",
"Forecasted change rate: [column_0] Forecasted change rate: -13.23%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.14 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 88 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 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 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
12,
61,
49,
34,
28,
3,
9,
9,
22,
15,
18,
4,
13,
12,
61,
64,
23,
5,
6,
34,
5,
11,
11,
8,
8,
13,
3,
11,
14,
8,
4,
8,
21,
11,
6,
16,
8,
5,
5,
6,
8,
6,
7,
9,
12,
7,
30,
10,
10,
4,
3,
14,
6,
5,
11,
9,
8,
5,
11,
6,
7,
8,
2,
7,
4,
10,
7,
168,
8,
5,
6,
5,
9,
10,
2,
6,
7,
13,
43,
32,
8,
18,
5,
12,
7,
9,
14,
33,
19,
5,
18,
12,
5,
12,
5,
6,
5,
5,
8,
9,
9,
12,
9,
13,
6,
10,
4,
10,
4,
9,
10,
6,
19,
4,
8,
5,
13,
9,
6,
2,
13,
9,
5,
7,
19,
9,
5,
6,
3,
6,
11,
4,
5,
2,
3,
6,
14,
2,
9,
8,
5,
7,
7,
5,
14,
16,
7,
7,
10,
7,
4,
3,
9,
5,
5,
10,
16,
11,
7,
14,
6,
3,
10,
13,
7,
5,
15,
7,
14,
13,
13,
11,
7,
5,
16,
6,
11,
15,
26,
12,
4,
11,
12,
10,
13,
10,
11,
20,
6,
11,
14,
9,
15,
17,
12,
16,
16,
13,
15,
12,
15,
13,
19,
15,
17,
13,
8,
12,
15,
14,
13,
18,
16,
10,
13,
13,
13,
15,
12,
16,
11,
9,
8,
11,
9,
15,
8,
11,
30,
11,
10,
9,
7,
6,
11,
22,
13,
17,
20,
24,
10,
9,
13,
14,
8,
22,
16,
8,
9,
12,
17,
17,
9,
6,
11,
9,
9,
11,
13,
10,
11,
7,
11,
14,
15,
9,
14,
11,
12,
11,
9,
6,
15,
9,
20,
13,
16,
5,
24,
11,
12,
12,
19,
13,
9,
12,
9,
18,
14,
13,
5,
22,
11,
13,
13,
15,
13,
16,
11,
13,
10,
12,
12,
21,
17,
23,
16,
10,
8,
16,
18,
22,
13,
13,
4,
19,
11,
14,
24,
11,
12,
7,
12,
8,
16,
12,
10,
9,
11,
15,
5,
13,
9,
6,
13,
12,
10,
14,
6,
11,
17,
11,
10,
11,
15,
14,
12,
9,
13,
13,
17,
14,
16,
30,
18,
10,
17,
15,
23,
27,
22,
12,
14,
12,
14,
10,
13,
9,
11,
22,
5,
6,
10,
8,
16,
15,
10,
14,
15,
31,
14,
13,
20,
16,
15,
14,
14,
8,
19,
8,
10,
16,
12,
24,
13,
15,
11,
17,
9,
10,
7,
14,
8,
15,
5,
9,
19,
12,
15,
12,
10,
10,
27,
3,
24,
19,
6,
5,
5,
10,
12,
16,
10,
6,
7,
13,
5,
15,
29,
13,
11,
10,
11,
7,
14,
6,
8,
9,
3,
13,
12,
10,
27,
13,
18,
6,
13,
10,
20,
11,
31,
14,
13,
15,
6,
20,
21,
12,
17,
8,
17,
9,
9,
52,
11,
15,
28,
17,
17,
14,
31,
16,
16,
15,
13,
18,
8,
25,
16,
9,
16,
8,
8,
129,
12,
8,
11,
12,
11,
17,
19,
10,
11,
11,
11,
19,
12,
8,
9,
8,
13,
12,
4,
16,
19,
17,
8,
25,
9,
8,
10,
12
] |
[
9,
11,
10,
11,
15,
11,
6,
9,
12,
5,
9,
10,
8,
12,
9,
38,
20,
17,
17,
14,
11,
17,
10,
19,
14,
13,
16,
19,
13,
21,
12,
18,
12,
10,
45,
18,
9,
21,
16,
21,
19,
12,
13,
18,
20,
10,
21,
10,
16,
14,
9,
16,
13,
8,
12,
10,
36,
29,
20,
11,
20,
28,
12,
69,
20,
10,
18,
14,
20,
7,
13,
20,
12,
28,
17,
11,
26,
13,
24,
18,
18,
20,
30,
19,
26,
17,
18,
7,
27,
17,
23,
18,
23,
28,
22,
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: 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: 155.56%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.82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: 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: 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: 155.56%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.82 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"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 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 20 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 20.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
300,
265,
214,
195,
188,
231,
242,
252,
231,
278,
187,
300,
232,
267,
236,
217,
191,
108,
181,
340,
332,
243,
273,
207,
174,
216,
298,
230,
232,
160,
329,
174,
119,
173,
203,
207,
214,
185,
147,
168,
194,
206,
200,
493,
539,
242,
226,
279,
283,
222,
190,
204,
161,
227,
231,
226,
221,
204,
228,
151,
188,
207,
219,
242,
221,
188,
162,
173,
211,
207,
193,
245,
218,
162,
226,
235,
254,
193,
252,
245,
517,
817,
914,
595,
608,
573,
365,
319,
341,
476,
547,
431,
383,
258,
170,
240,
293,
318,
299,
275,
290,
208,
220,
292,
354,
315,
282,
243,
225,
251,
279,
288,
310,
343,
226,
175,
231,
276,
271,
329,
359,
352,
246,
247,
338,
305,
360,
395,
510,
663,
290,
436,
372,
264,
299,
210,
153,
248,
300,
282,
281,
289,
200,
154,
230,
300,
337,
345,
319,
241,
219,
206,
276,
262,
313,
272,
208,
132,
171,
291,
271,
207,
286,
237,
169,
152,
154,
219,
208,
174,
144,
120,
122,
143,
165,
150,
105,
76,
112,
120,
120,
141,
126,
119,
103,
160,
129,
161,
183,
174,
188,
217,
198,
163,
228,
193,
213,
186,
153,
149,
173,
406,
228,
198,
256,
176,
127,
152,
179,
187,
210,
207,
184,
186,
191,
342,
300,
243,
227,
182,
152,
190,
292,
422,
278,
197,
285,
228,
224,
259,
350,
237,
311,
314,
173,
227,
243,
240,
1159,
453,
309,
183,
236,
254,
317,
268,
427,
384,
153,
199,
245,
216,
232,
280,
185,
154,
237,
240,
264,
277,
279,
245,
344,
474,
2436,
2201,
1177,
551,
385,
396,
412,
672,
524,
351,
317,
293,
216,
232,
359,
297,
278,
304,
467,
326,
265,
317,
315,
310,
271,
240,
223,
311,
362,
535,
792,
393,
299,
257,
214,
1131,
254,
249,
236,
217,
207,
259,
283,
290,
280,
237,
183,
141,
195,
207,
249,
300,
248,
213,
186,
238,
268,
305,
304,
307,
236,
172,
301,
313,
323,
289,
260,
246,
173,
227,
295,
259,
279,
302,
468,
241,
229,
244,
257,
265,
246,
194,
167,
180,
235,
222,
212,
204,
198,
110,
141,
166,
176,
189,
305,
257,
116,
170,
229,
219,
228,
207,
156,
112,
135,
189,
215,
206,
162,
170,
126,
189,
190,
167,
164,
179,
155,
119,
162,
192,
158,
175,
163,
121,
112,
120,
213,
202,
202,
180,
203,
160,
664,
251,
214,
230,
209,
178,
132,
132,
172,
171,
171,
199,
215,
449,
367,
281,
309,
245,
236,
180,
131,
155,
214,
251,
215,
214,
182,
141,
180,
186,
195,
226,
265,
178,
154,
186,
215,
233,
205,
230,
179,
141,
198,
249,
218,
239,
234,
176,
154,
197,
228,
254,
244,
245,
184,
160,
192,
350,
310,
270,
243,
199,
178,
164,
298,
269,
243,
247,
194,
160,
232,
241,
258,
235,
235,
223,
157,
233,
241,
222,
196,
251,
173,
161,
193,
246,
282,
257,
217,
184,
160,
188,
212,
225,
194,
192,
163,
164,
207,
259,
245,
288,
293,
222,
171,
229,
229,
260,
260,
256,
178,
149,
165,
239,
239,
248
] |
[
212,
171,
13536,
7625,
6649,
3718,
2882,
1565,
1141,
823,
1277,
1179,
808,
500,
443,
387,
320,
386,
337,
275,
268,
264,
224,
163,
218,
166,
197,
181,
175,
118,
91,
62,
150,
154,
208,
176,
115,
100,
147,
159,
215,
138,
166,
144,
115,
183,
151,
174,
168,
182,
180,
135,
137,
206,
184,
227,
212,
183,
130,
123,
161,
184,
185,
215,
172,
120,
111,
285,
157,
177,
185,
157,
133,
114,
151,
142,
166,
168,
149,
114,
159,
163,
188,
165,
234,
194,
125,
171,
208,
246,
223,
240,
224,
133,
133,
161
] |
[
"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: -17.33%",
"予測される変化率: [カラム_0] 予測される変化率: -24.06%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.29倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 44個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -17.33%",
"Forecasted change rate: [column_0] Forecasted change rate: -24.06%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.29 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 44",
"First turning point: [column_0] First turning point: at data point 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 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
941,
712,
588,
709,
960,
640,
650,
644,
553,
553,
688,
980,
628,
688,
539,
1396,
1284,
1083,
1214,
1931,
1041,
770,
721,
691,
781,
936,
673,
637,
618,
596,
537,
693,
922,
535,
632,
593,
577,
620,
724,
912,
651,
550,
610,
707,
1899,
1201,
1255,
730,
701,
689,
604,
702,
794,
948,
757,
659,
620,
634,
570,
762,
870,
696,
677,
633,
599,
582,
807,
908,
602,
699,
603,
593,
539,
686,
827,
622,
622,
618,
640,
694,
940,
1953,
1248,
787,
1499,
865,
824,
869,
1021,
707,
689,
623,
568,
639,
768,
835,
682,
596,
614,
706,
610,
693,
924,
753,
603,
775,
704,
698,
960,
1025,
839,
688,
667,
626,
639,
875,
900,
638,
750,
913,
662,
652,
785,
971,
1125,
901,
676,
708,
684,
823,
983,
818,
772,
759,
723,
814,
806,
1055,
853,
718,
744,
860,
749,
914,
1297,
901,
834,
745,
748,
642,
1029,
973,
794,
758,
791,
760,
730,
918,
1136,
862,
759,
741,
738,
1281,
951,
2957,
967,
883,
982,
844,
1051,
864,
1056,
991,
756,
773,
1084,
1262,
1456,
2252,
1102,
1211,
1001,
941,
1178,
1315,
2216,
1237,
1017,
1194,
1104,
1513,
1899,
1991,
1239,
2034,
1618,
1204,
1192,
1460,
2414,
1293,
1041,
1026,
1003,
955,
1283,
1409,
3180,
1153,
1001,
837,
905,
1246,
1706,
1501,
1121,
910,
950,
953,
1156,
1282,
986,
910,
1048,
956,
926,
1434,
1829,
1138,
1014,
1017,
1256,
1030,
1236,
1646,
1030,
1025,
1209,
942,
956,
1215,
1370,
1109,
975,
1108,
1147,
1357,
1361,
1529,
1022,
972,
911,
868,
1637,
1162,
1292,
837,
850,
896,
783,
1450,
1323,
4424,
8160,
4753,
1937,
1319,
2423,
2935,
2127,
2017,
1243,
1076,
922,
940,
1360,
2230,
1147,
1024,
876,
1119,
972,
1041,
1252,
898,
823,
951,
722,
994,
1054,
1521,
835,
881,
1170,
770,
811,
945,
1480,
942,
771,
797,
874,
752,
1021,
1072,
871,
814,
731,
896,
722,
837,
915,
762,
790,
735,
787,
701,
799,
982,
1172,
755,
790,
746,
781,
772,
941,
921,
775,
748,
826,
835,
789,
1049,
784,
1085,
763,
701,
746,
770,
990,
709,
725,
689,
700,
669,
798,
1090,
743,
767,
653,
667,
675,
800,
1289,
677,
930,
657,
668,
603,
796,
934,
670,
1294,
812,
681,
703,
753,
850,
632,
966,
623,
522,
705,
849,
1107,
980,
1240,
882,
902,
639,
803,
1031,
682,
650,
593,
600,
640,
768,
941,
688,
696,
624,
595,
623,
740,
987,
700,
744,
727,
712,
844,
1060,
1123,
855,
819,
781,
723,
1249,
2861,
2293,
1332,
1237,
975,
1150,
1386,
1173,
1242,
856,
738,
647,
767,
691,
823,
976,
806,
728,
799,
680,
775,
881,
997,
696,
891,
734,
719,
670,
798,
1008,
768,
725,
719,
751,
682,
903,
4377,
1170,
852,
760,
801,
745,
1461,
1022,
732,
665,
711,
627,
773,
1198,
997,
1382,
948,
964,
941,
1035,
1071,
1080,
719,
800,
698,
724,
706,
775,
960,
708,
672,
674,
695,
764,
848,
1680,
832,
735,
697,
679,
664,
1083,
1207,
992,
958,
700,
698,
978,
964,
1165,
914,
882,
942,
757,
946,
891,
3341,
1054,
890,
866,
799,
785,
944,
1168,
845,
748,
782
] |
[
748,
754,
13671,
8623,
3920,
2383,
2676,
1522,
1304,
1586,
4796,
1481,
1110,
991,
1402,
1020,
898,
1139,
809,
835,
873,
720,
834,
957,
1019,
790,
709,
623,
667,
718,
991,
1377,
1668,
1468,
1357,
1113,
2011,
2705,
5007,
2317,
1249,
1117,
1046,
1192,
1388,
1450,
1052,
1004,
997,
1073,
1075,
1250,
1546,
1027,
957,
862,
886,
1056,
1081,
1481,
988,
878,
882,
927,
784,
1061,
2249,
2957,
1177,
1127,
992,
886,
2344,
1975,
924,
912,
917,
833,
908,
1096,
1708,
853,
855,
874,
804,
845,
1011,
1481,
924,
972,
823,
799,
809,
892,
1054,
846
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -16.90%",
"予測される変化率: [カラム_0] 予測される変化率: 13.10%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.80倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 42個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -16.90%",
"Forecasted change rate: [column_0] Forecasted change rate: 13.10%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.80 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 42",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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,
1,
0,
3,
0,
3,
0,
4,
0,
3,
1,
1,
0,
2,
0,
3,
1,
0,
2,
4,
4,
2,
1,
2,
3,
2,
3,
2,
3,
0,
1,
0,
0,
1,
3,
2,
1,
1,
1,
4,
2,
0,
1,
1,
0,
1,
0,
0,
1,
1,
0,
1,
1,
3,
0,
2,
1,
1,
1,
2,
1,
2,
1,
1,
44,
3,
5,
8,
0,
1,
3,
1,
4,
3,
3,
0,
1,
2,
1,
0,
1,
1,
2,
0,
0,
0,
1,
2,
1,
1,
1,
3,
0,
1,
1,
2,
10,
0,
1,
2,
0,
0,
4,
2,
0,
0,
4,
1,
2,
1,
0,
2,
10,
1,
0,
0,
0,
3,
0,
3,
5,
2,
2,
2,
1,
2,
2,
2,
0,
2,
0,
2,
3,
0,
2,
1,
1,
0,
0,
2,
0,
0,
0,
1,
0,
0,
1,
2,
3,
1,
1,
1,
3,
2,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
1,
1,
1,
0,
0,
1,
0,
2,
0,
0,
1,
0,
3,
2,
9,
1,
2,
2,
1,
2,
1,
1,
1,
1,
0,
0,
0,
1,
1,
0,
2,
1,
0,
0,
1,
1,
5,
2,
1,
3,
0,
2,
0,
0,
2,
0,
0,
1,
1,
1,
0,
0,
1,
2,
1,
2,
1,
2,
1,
0,
1,
0,
0,
2,
0,
1,
1,
1,
3,
1,
2,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
2,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
1,
1,
2,
1,
1,
0,
0,
2,
0,
0,
2,
2,
1,
0,
1,
0,
1,
1,
3,
2,
1,
2,
1,
1,
0,
0,
0,
2,
1,
0,
0,
3,
0,
0,
0,
2,
2,
2,
2,
2,
0,
2,
2,
2,
1,
3,
2,
0,
2,
3,
1,
2,
0,
2,
1,
1,
3,
1,
0,
1,
3,
0,
1,
1,
0,
2,
1,
0,
2,
1,
4,
1,
0,
2,
0,
0,
1,
3,
0,
2,
3,
1,
2,
7,
1,
1,
0,
1,
0,
1,
0,
1,
1,
0,
0,
0,
1,
2,
1,
0,
0,
1,
0,
1,
2,
3,
1,
1,
1,
2,
1,
1,
0,
0,
1,
0,
0,
1,
0,
1,
2,
2,
2,
0,
2,
1,
1,
0,
2,
0,
1,
2,
0,
0,
2,
4,
2,
2,
3,
4,
3,
1,
2,
1,
1,
3,
1,
1,
0,
1,
1,
2,
2,
2,
0,
0,
0,
0,
2,
3,
1,
0,
1,
1,
0,
6,
3,
2,
3,
2,
2,
0,
3,
3,
4,
1,
1,
2,
3,
1,
4,
2,
1,
0,
5,
1,
0,
4,
0,
11,
1,
12,
1,
1,
2,
2,
0,
0,
0,
0,
0,
2,
3,
1,
0,
4,
1,
3,
2,
0,
1,
0,
0,
2,
3,
3,
1,
2,
0,
0,
0,
1,
2,
0,
0,
0,
0,
0,
0,
3,
1,
0,
1,
0,
1,
1,
5,
0,
0,
1,
1,
1,
1,
2,
1,
0,
0,
2,
0,
1,
5,
2,
0,
0,
0
] |
[
3,
1,
4,
0,
2,
0,
1,
2,
1,
4,
1,
1,
0,
1,
0,
0,
6,
1,
1,
0,
2,
1,
2,
2,
0,
2,
3,
5,
0,
2,
4,
0,
3,
0,
1,
0,
0,
2,
5,
4,
1,
1,
1,
1,
3,
1,
0,
3,
0,
0,
0,
3,
0,
0,
0,
1,
1,
1,
5,
0,
2,
1,
0,
4,
2,
3,
0,
0,
2,
0,
1,
1,
6,
3,
2,
2,
3,
1,
0,
2,
2,
1,
3,
0,
0,
1,
4,
0,
1,
1,
2,
1,
2,
2,
0,
1
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -100.00%",
"予測される変化率: [カラム_0] 予測される変化率: -66.67%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.64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: 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: -66.67%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.64 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 47",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 50 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 50.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.