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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
9,
8,
8,
7,
5,
9,
8,
6,
16,
15,
32,
24,
12,
17,
9,
1,
8,
18,
23,
103,
31,
10,
8,
11,
9,
15,
9,
27,
7,
23,
13,
4,
17,
12,
12,
4,
116,
656,
573,
1184,
1131,
1125,
1083,
917,
1279,
795,
808,
781,
695,
649,
587,
554,
591,
705,
1049,
943,
674,
628,
582,
1144,
883,
1028,
826,
1346,
866,
1004,
22214,
1264,
974,
1913,
984,
934,
1035,
772,
866,
1361,
1073,
1152,
999,
1015,
735,
924,
1038,
1522,
6812,
1134,
1086,
809,
980,
1004,
963,
993,
1100,
983,
704,
883,
1006,
1608,
1449,
953,
899,
754,
841,
981,
2115,
962,
937,
946,
773,
828,
1047,
1083,
2261,
2017,
955,
718,
990,
1165,
998,
1155,
1028,
2445,
836,
1016,
1206,
1087,
1009,
1045,
1502,
804,
840,
993,
969,
887,
962,
955,
643,
926,
888,
956,
793,
749,
804,
729,
826,
964,
1004,
1084,
1037,
1081,
1325,
951,
1211,
1336,
1116,
1093,
1430,
812,
814,
993,
837,
1121,
835,
818,
563,
949,
1024,
16058,
777,
1126,
785,
756,
1029,
998,
1121,
1167,
1051,
966,
867,
817,
1040,
1030,
926,
726,
769,
690,
708,
881,
855,
980,
961,
908,
710,
1804,
852,
1167,
964,
899,
792,
627,
2089,
1509,
965,
905,
796,
987,
543,
710,
1101,
1435,
962,
956,
709,
642,
1474,
983,
1175,
859,
864,
725,
627,
8051,
1163,
1003,
1444,
916,
818,
601,
1123,
943,
924,
935,
813,
736,
629,
743,
2231,
985,
781,
794,
616,
520,
637,
718,
1683,
771,
811,
778,
635,
619,
792,
1091,
957,
937,
890,
650,
686,
873,
999,
704,
1964,
718,
533,
634,
746,
771,
831,
772,
762,
583,
700,
745,
864,
733,
665,
1033,
477,
687,
967,
773,
867,
875,
1006,
500,
767,
842,
714,
695,
750,
680,
644,
4086,
896,
724,
822,
771,
726,
546,
597,
1023,
1394,
1120,
1464,
673,
561,
656,
1011,
669,
839,
1232,
813,
748,
1311,
767,
743,
775,
699,
634,
671,
3162,
870,
818,
978,
766,
671,
562,
673,
709,
802,
984,
954,
676,
604,
656,
714,
793,
697,
791,
613,
543,
656,
772,
733,
4025,
694,
695,
1638,
573,
835,
852,
927,
880,
786,
643,
686,
816,
1020,
759,
1128,
837,
2370,
762,
1075,
807,
1071,
939,
929,
676,
864,
1126,
1010,
1817,
1219,
946,
793,
816,
1532,
952,
1067,
1032,
1010,
771,
1194,
1053,
1265,
1194
] |
[
1163,
1315,
1756,
929,
1356,
1223,
1199,
1413,
837,
657,
827,
1116,
4320,
878,
888,
783,
587,
1708,
1233,
981,
1222,
1134,
836,
616,
1236,
1707,
1381,
1838,
1798,
1816,
1017,
874,
1010,
1043,
992,
1060,
1076,
1020,
1163,
1461,
1224,
1226,
1808,
1678,
1234,
1373,
1206,
1291,
1083,
1472,
1613,
1336,
945,
1376,
1020,
1024,
1068,
1301,
1060,
1196,
1381,
1498,
1308,
1110,
946,
867,
1173,
1522,
1193,
1165,
1094,
1036,
1014,
942,
1081,
1072,
1106,
2407,
1099,
1422,
1006,
1195,
1140,
1045,
1001,
1613,
827,
12330,
1023,
2509,
3241,
3252,
5941,
984,
865,
991
] |
[
"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: 119300.00%",
"予測される変化率: [カラム_0] 予測される変化率: -14.79%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.60倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 119300.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -14.79%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.60 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 32 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 32.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
[
1043,
1054,
857,
630,
1187,
1196,
1068,
990,
919,
962,
670,
760,
1065,
961,
877,
968,
824,
613,
677,
977,
946,
1078,
1021,
919,
751,
756,
1077,
957,
1000,
1057,
832,
645,
762,
853,
1045,
1023,
922,
844,
697,
841,
959,
1101,
953,
1013,
900,
756,
751,
1041,
1071,
1083,
1057,
886,
749,
783,
1145,
1204,
1139,
1080,
1159,
711,
823,
1147,
1059,
1106,
1113,
1005,
748,
1008,
1156,
1233,
1357,
1267,
1040,
816,
924,
1256,
1091,
1105,
1260,
986,
785,
964,
1242,
1299,
1338,
1288,
1097,
898,
1082,
1349,
1394,
1262,
1295,
1173,
833,
1257,
1672,
1728,
1549,
2257,
1900,
1279,
1225,
1639,
1697,
1660,
1646,
1300,
1017,
1259,
1686,
1756,
1743,
1636,
1362,
1019,
1218,
1394,
1508,
1422,
1225,
1024,
837,
943,
1285,
1452,
1482,
1375,
1355,
1047,
1185,
1560,
1439,
1382,
1431,
1166,
1107,
1301,
1729,
1768,
1852,
1788,
1583,
1184,
1183,
1501,
1565,
1429,
1335,
1048,
914,
1066,
1317,
1389,
1316,
1269,
969,
732,
776,
1052,
1021,
1146,
1079,
967,
677,
808,
1063,
1005,
1040,
930,
987,
592,
660,
842,
859,
868,
686,
486,
785,
597,
871,
811,
761,
636,
496,
807,
897,
1035,
955,
885,
1604,
1854,
1304,
1033,
1302,
1708,
1359,
1150,
1152,
838,
926,
1199,
1304,
1236,
1156,
1087,
1010,
973,
1502,
1227,
1376,
1269,
1006,
719,
1050,
1172,
1217,
1213,
1245,
956,
1135,
880,
1186,
1163,
1332,
1195,
1149,
779,
997,
1233,
1382,
1300,
1639,
1146,
1021,
1162,
1440,
1346,
1500,
1311,
1180,
1021,
1141,
1513,
1991,
1581,
3465,
1329,
1485,
1058,
1547,
1578,
1430,
1487,
1365,
945,
1123,
1535,
1556,
1647,
1360,
1059,
741,
881,
1220,
1214,
1033,
814,
913,
933,
1000,
1297,
1346,
1348,
1361,
1162,
880,
1013,
1372,
1692,
1478,
1426,
1247,
812,
1223,
1462,
1491,
1397,
1335,
1065,
802,
988,
1463,
1450,
1475,
1377,
1070,
883,
1112,
1479,
1418,
2056,
1509,
1104,
818,
991,
1495,
1290,
1351,
1311,
1088,
932,
1113,
1425,
1410,
1488,
1393,
1167,
932,
977,
1412,
1393,
1491,
1342,
1142,
902,
1116,
1431,
1430,
1555,
1410,
1120,
849,
1015,
1460,
1409,
1506,
1426,
1197,
732,
950,
1362,
1399,
1243,
1264,
1194,
720,
840,
1339,
1193,
1167,
1155,
966,
1034,
839,
1059,
1137,
1079,
902,
944,
725,
745,
895,
1012,
988,
881,
843,
674,
723,
939,
915,
905,
1188,
850,
656,
1404,
1036,
962,
1115,
898,
929,
688,
733,
1064,
1034,
942,
960,
1074,
675,
742,
1019,
1057,
965,
928,
786,
712,
766,
893,
900,
1092,
840,
844,
742,
727,
942,
953,
896,
992,
805,
601,
607,
1160,
958,
934,
874,
803,
734,
727,
1061,
1014,
1082,
1159,
1020,
896,
893,
1164,
1034,
1038,
1029,
906,
736,
892,
1075,
1126,
1103,
1124,
897,
735,
823,
1121,
1122,
1022,
963,
1027,
787,
960,
1230,
1250,
1300,
1208,
1065,
762,
969,
1293,
1248,
1291,
1873,
942,
780,
865,
1186,
1186,
1376,
1149,
1197,
1043,
1058,
1317,
1191,
1241,
1319,
1076,
798,
951,
1319,
1438,
1646,
1426,
1102,
972,
1022,
1374,
1227,
1270,
1167,
963,
723,
841,
1148,
1103,
1356,
1247,
1135,
903,
1095,
1347,
1291,
1414,
1245,
1135,
919,
1082,
1350,
1495,
1353,
1858,
1223,
1208,
971,
1290,
1278,
1222
] |
[
1127,
968,
755,
1212,
1317,
1175,
1125,
1241,
1276,
752,
865,
1109,
1088,
1026,
900,
902,
742,
776,
1006,
1004,
961,
1056,
815,
785,
719,
946,
889,
753,
676,
666,
446,
841,
773,
756,
677,
706,
718,
534,
543,
957,
971,
974,
809,
781,
711,
794,
1021,
1052,
1170,
1208,
1040,
788,
960,
1225,
1325,
1436,
1169,
1053,
809,
945,
1447,
1416,
1212,
1118,
1000,
1235,
1066,
1140,
1227,
1447,
1163,
1059,
790,
1173,
1204,
1418,
1265,
1283,
1207,
923,
1048,
1331,
1454,
1277,
1478,
1297,
1428,
1127,
1440,
1651,
1275,
1208,
1067,
859,
951,
1229
] |
[
"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: 17.16%",
"予測される変化率: [カラム_0] 予測される変化率: 9.05%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.26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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 17.16%",
"Forecasted change rate: [column_0] Forecasted change rate: 9.05%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.26 times the mean)",
"Trend: [column_0] Trend change: from stable 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] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear 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 weak.",
"Stationarity: [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 |
[
3053,
3229,
3135,
2430,
2879,
3328,
3078,
3267,
3232,
3770,
2934,
3152,
3379,
3035,
2793,
2825,
3064,
2667,
2425,
2781,
2737,
2686,
2704,
3035,
2888,
3028,
3071,
2881,
2797,
2908,
3168,
2704,
2982,
2611,
2942,
2820,
2388,
3030,
2738,
2842,
2612,
2509,
2660,
2573,
2736,
2285,
2180,
2768,
2693,
2789,
2768,
2921,
2738,
3247,
2890,
2512,
2495,
2472,
2703,
2225,
2501,
2544,
2270,
2291,
2320,
2616,
2695,
3548,
3005,
2397,
2471,
2520,
2442,
2207,
2770,
2510,
2338,
1972,
2209,
2142,
2642,
2951,
2698,
2447,
2230,
2312,
2390,
2268,
2586,
2338,
2032,
1946,
1837,
2112,
2241,
2644,
2290,
2161,
1961,
1884,
2250,
2310,
2781,
2904,
2855,
2088,
2120,
2908,
2577,
3825,
3052,
2966,
2578,
2375,
2998,
2687,
3259,
2789,
2283,
2446,
2263,
4556,
2448,
2982,
2659,
2455,
2064,
1980,
1779,
2210,
2319,
2294,
2050,
1689,
1767,
1541,
1640,
2001,
1907,
2559,
1971,
1792,
1605,
1898,
2113,
2425,
2159,
1968,
1782,
1712,
3239,
2351,
2585,
2135,
2114,
1906,
1594,
1828,
1962,
1960,
2142,
2039,
1879,
1824,
2084,
1881,
1819,
1934,
1987,
1760,
1741,
1631,
1720,
2019,
1896,
1852,
1975,
1764,
2766,
2665,
3377,
2806,
2956,
3392,
3386,
5345,
7630,
10954,
4994,
3828,
3760,
3337,
3544,
3551,
3447,
3264,
3084,
3142,
2882,
3038,
2922,
3082,
2950,
2753,
2556,
2635,
2495,
2605,
2790,
2437,
2401,
2285,
2226,
2121,
2349,
2527,
2461,
2470,
2160,
1973,
2040,
2323,
2083,
2213,
2286,
1951,
2120,
2051,
2110,
2168,
1958,
1943,
1984,
2083,
1859,
2340,
2059,
1917,
1995,
1930,
1951,
1848,
2199,
2251,
1808,
1787,
1772,
1758,
1825,
2161,
1974,
1860,
1645,
1573,
1579,
1842,
2107,
1854,
1709,
1593,
1618,
1424,
1731,
1881,
1968,
1975,
1844,
1808,
1900,
2266,
2205,
2443,
2103,
1920,
1938,
1912,
2013,
2522,
2122,
1821,
1765,
1747,
1647,
1832,
1867,
1669,
1888,
1698,
1774,
1797,
1726,
2076,
2387,
2147,
2060,
2086,
2004,
2097,
2201,
2243,
2210,
2075,
1985,
1971,
1940,
2444,
2677,
2190,
2062,
2068,
2167,
2133,
2170,
2486,
2301,
2335,
2259,
2046,
2043,
2412,
2408,
2570,
2416,
2047,
2254,
2266,
2711,
2333,
2214,
2200,
2686,
2691,
2016,
3731,
2348,
2098,
2186,
2310,
2102,
1897,
2282,
2209,
2135,
2139,
1965,
2005,
1781,
2079,
2144,
1880,
2212,
1942,
1872,
1739,
1610,
2068,
2028,
1980,
1997,
1998,
1768,
1926,
2054,
2417,
2092,
2378,
2065,
1850,
1827,
2246,
2175,
2210,
2234,
1953,
1835,
1919,
2180,
2243,
2026,
2259,
2137,
1869,
1992,
2378,
2231,
2106,
2280,
2028,
1822,
1778,
2369,
3021,
3008,
3392,
3262,
2075,
2115,
2469,
2309,
2135,
1927,
1912,
1605,
1828,
2059,
1783,
1795,
1678,
1735,
1535,
1682,
2049,
1805,
1826,
1674,
1651,
1648,
1817,
2156,
1844,
2051,
1905,
2009,
1924,
2098,
2328,
2110,
1951,
1766,
1893,
1820,
2135,
2256,
2248,
2010,
1908,
1861,
1628,
2229,
2278,
2041,
1966,
2013,
1931,
1960,
2102,
2523,
2120,
2185,
2216,
2174,
1724,
2027,
2386,
2052,
1938,
1991,
2196,
1616,
1849,
2340,
2508,
2044,
1836,
1879,
1563,
1774,
2509,
2082,
2023,
2032,
2208,
1665,
1790,
2167,
2128,
2195,
2297,
2008,
1772,
1897,
2217,
2035,
2134,
2105,
1992,
1593,
1644,
2191,
2059,
2528,
2360,
3526,
1899,
2285,
2567,
2347,
2093,
2157,
2295,
1812,
2002,
2332,
1831,
1833,
1966,
2072,
1616,
2220,
2373,
2234,
1878
] |
[
1972,
2105,
1760,
2067,
2321,
2210,
2068,
1867,
1818,
1538,
1792,
2230,
2042,
2270,
2071,
2074,
1805,
1998,
2229,
2276,
2348,
3012,
2581,
1779,
1827,
2302,
2211,
2169,
2106,
2020,
1830,
1429,
2533,
2758,
2599,
2577,
2424,
2014,
1547,
3152,
3040,
2844,
2804,
2519,
2395,
2596,
3304,
2799,
2631,
2701,
2830,
2541,
2741,
3183,
2988,
2671,
2768,
2592,
2357,
2514,
2991,
2614,
2680,
2430,
2646,
2331,
2617,
2781,
2414,
2347,
2335,
2112,
2282,
2499,
2748,
2372,
2229,
2398,
2179,
2158,
2414,
2549,
2265,
1977,
2120,
1903,
1899,
2218,
2402,
2184,
1973,
2262,
1837,
1977,
2149,
2595
] |
[
"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: -38.49%",
"予測される変化率: [カラム_0] 予測される変化率: 31.59%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.28倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 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: -38.49%",
"Forecasted change rate: [column_0] Forecasted change rate: 31.59%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.28 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 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 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] データは平穏です。",
"変動性: [カラム_0] 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 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 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,
25,
0,
2,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
1,
2,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
1,
0,
2,
1,
0,
0,
0,
1,
0,
1,
1,
1,
0,
0,
1,
1,
2,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
2,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
2,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
3,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
1,
1,
0,
2,
0,
0,
1,
0,
1,
0,
3,
0,
1,
1,
0,
1,
0,
2,
2,
0,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
1,
0,
1,
3,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
2,
1,
0,
1,
0,
1,
1,
0,
2,
0,
0,
1,
18504,
777,
71,
73,
14,
18,
18,
14,
29,
21,
11,
8,
6,
10,
4,
8,
5,
2,
2,
2,
7,
4,
4,
0,
46,
4,
3,
3,
4,
2,
2,
0,
2,
5,
5,
0,
1,
1,
1,
1,
2,
6,
2,
3,
2,
2,
6,
3,
1,
1,
2,
10,
2,
3,
0,
1,
1,
2,
2,
2,
1,
0,
0,
2,
0,
2,
6,
1,
1,
2,
1,
1,
1,
1,
1,
0,
1,
1,
2,
2,
0,
0,
4,
5,
2,
1,
1,
1,
0,
5,
5,
1,
2,
3,
0,
1,
2,
2,
3,
4,
2,
2,
4,
2,
3,
4,
3,
0,
1,
1,
0,
1,
1,
1,
1,
1,
2,
2,
1,
3,
1,
2,
2,
0,
3,
1,
3,
0,
2,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
0,
0,
1,
0,
0,
2,
0,
3,
0,
1,
1,
0,
0,
0,
4,
0,
0,
1,
0,
1,
0,
2,
0,
0,
0,
3,
1,
1,
1,
6,
0,
0,
1,
0,
2,
0,
1,
3,
1,
0,
0,
0,
2,
0,
2,
4,
1,
0,
2,
0,
0,
2,
0,
2,
3,
1,
2,
1,
1,
0,
1,
4,
2,
0,
1,
1,
2,
1,
4,
0,
0,
2,
0,
3,
0,
2,
2,
3,
0,
2,
0,
0,
0,
1,
2,
3,
3,
3,
0,
1,
1,
0,
0,
1,
0,
5,
2,
1,
1,
0,
2,
1,
6,
1,
1,
0,
0,
2,
0,
0,
0,
0,
3,
1,
1,
3,
1,
1,
3
] |
[
0,
0,
1,
2,
0,
1,
2,
27,
1,
1,
0,
12,
1,
1,
2,
1,
0,
4,
1,
1,
2,
0,
2,
2,
0,
0,
3,
2,
2,
2,
2,
2,
2,
3,
3,
2,
2,
4,
1,
1,
1,
0,
2,
3,
4,
0,
2,
0,
0,
0,
2,
1,
1,
2,
3,
0,
5,
2,
0,
5,
2,
3,
0,
1,
2,
1,
1,
3,
2,
0,
0,
2,
1,
0,
1,
0,
4,
4,
0,
1,
1,
1,
1,
0,
5,
0,
0,
1,
1,
1,
0,
1,
3,
2,
2,
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: -88.00%",
"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22.47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: 36個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -88.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 22.47 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 36",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 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 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 |
[
13,
21,
22,
36,
31,
28,
78,
38,
16,
28,
26,
46,
67,
48,
14,
33,
26,
35,
27,
19,
27,
26,
29,
23,
19,
22,
26,
40,
25,
30,
32,
23,
99,
69,
68,
117,
105,
71,
65,
58,
70,
72,
84,
104,
116,
100,
89,
56,
80,
108,
76,
50,
67,
61,
50,
80,
92,
73,
50,
35,
55,
66,
87,
76,
52,
52,
55,
51,
44,
69,
63,
85,
86,
140,
286,
184,
187,
105,
110,
71,
76,
80,
80,
96,
88,
100,
61,
71,
164,
100,
61,
53,
46,
64,
90,
63,
74,
52,
64,
57,
51,
45,
42,
30,
44,
56,
60,
36,
84,
125,
81,
69,
83,
85,
58,
106,
104,
203,
56,
59,
74,
59,
67,
165,
105,
89,
51,
54,
54,
57,
56,
43,
45,
21,
59,
53,
64,
31,
60,
106,
79,
89,
62,
88,
64,
60,
113,
88,
84,
98,
69,
102,
64,
47,
67,
43,
56,
48,
57,
61,
65,
62,
35,
36,
38,
42,
55,
39,
38,
33,
33,
50,
31,
96,
206,
95,
98,
90,
49,
78,
82,
58,
55,
55,
25,
51,
59,
55,
41,
53,
57,
51,
53,
54,
58,
37,
62,
37,
51,
29,
39,
87,
35,
36,
56,
35,
19,
35,
80,
38,
40,
43,
36,
25,
30,
45,
40,
18,
23,
16,
43,
31,
26,
19,
25,
42,
35,
41,
25,
32,
27,
15,
29,
20,
38,
36,
26,
143,
73,
47,
34,
27,
37,
40,
26,
34,
24,
23,
27,
36,
24,
164,
73,
62,
25,
39,
42,
24,
34,
63,
38,
44,
30,
70,
152,
66,
53,
46,
27,
24,
27,
44,
28,
55,
39,
56,
41,
86,
74,
39,
62,
49,
73,
72,
107,
87,
116,
76,
118,
74,
89,
77,
34,
39,
46,
83,
64,
86,
99,
102,
103,
61,
62,
82,
80,
67,
69,
55,
58,
145,
82,
58,
110,
49,
71,
59,
95,
139,
113,
73,
72,
64,
63,
82,
62,
103,
102,
100,
204,
136,
124,
125,
135,
114,
116,
110,
63,
72,
75,
74,
99,
84,
58,
66,
120,
106,
78,
105,
73,
81,
453,
296,
216,
140,
166,
71,
92,
99,
91,
515,
123,
169,
110,
119,
86,
63,
58,
73,
64,
57,
55,
51,
40,
164,
94,
121,
130,
76,
76,
76,
54,
106,
93,
69,
89,
48,
44,
58,
52,
90,
46,
50,
61,
34,
47,
48,
52,
52,
63,
35,
32,
49,
42,
35,
47,
47,
56,
34,
31,
30,
38,
30,
18,
48,
42,
48,
36,
39,
26,
59,
84,
79,
67,
83,
50,
46,
48,
43,
34,
30,
27,
31,
24,
29,
52,
52,
38,
56,
57,
50,
24,
24,
44,
62,
444,
387,
207,
170,
93,
98,
109,
114,
186,
106,
158,
129,
103,
73,
120,
99,
65,
51,
62,
79,
86,
85,
66,
66,
48,
80,
59,
82,
79,
333,
148,
106,
77,
81,
116,
119,
77,
68,
51,
85,
94,
106,
131,
138,
135,
71,
64,
76,
87,
100,
132,
73,
77,
48,
107,
52,
137,
142,
51,
67,
58,
65,
45,
185,
113,
66,
76,
62
] |
[
44,
47,
112,
146,
88,
73,
49,
62,
95,
123,
128,
78,
66,
73,
64,
117,
133,
179,
83,
142,
103,
82,
66,
93,
82,
47,
61,
49,
59,
61,
63,
50,
59,
55,
44,
56,
62,
40,
66,
69,
86,
71,
64,
40,
55,
68,
73,
49,
33,
43,
35,
52,
68,
41,
56,
49,
450,
230,
63,
86,
101,
91,
172,
76,
63,
61,
60,
198,
112,
135,
81,
70,
67,
177,
101,
86,
119,
27,
40,
472,
10829,
7946,
2350,
1722,
938,
1644,
1133,
634,
508,
1949,
1179,
357,
355,
256,
372,
181
] |
[
"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: 376.92%",
"予測される変化率: [カラム_0] 予測される変化率: 311.36%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.51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: 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: 376.92%",
"Forecasted change rate: [column_0] Forecasted change rate: 311.36%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.51 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 upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 44 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
75,
88,
66,
147,
113,
83,
149,
157,
116,
184,
286,
293,
212,
203,
162,
114,
120,
859,
241,
434,
418,
159,
116,
97,
120,
133,
101,
72,
77,
63,
97,
91,
125,
110,
82,
132,
96,
104,
136,
911,
960,
1159,
1598,
1750,
921,
11062,
1821,
18179,
4120,
2512,
1680,
4484,
1836,
876,
635,
598,
578,
529,
406,
842,
509,
323,
342,
411,
1810,
3112,
2059,
586,
364,
294,
356,
307,
324,
581,
286,
169,
141,
180,
238,
202,
367,
151,
145,
128,
128,
92,
239,
292,
437,
118,
117,
133,
119,
158,
304,
291,
143,
133,
110,
95,
83,
164,
167,
85,
102,
98,
102,
105,
151,
184,
161,
90,
95,
105,
127,
152,
133,
150,
103,
138,
125,
181,
98,
100,
113,
100,
257,
144,
113,
1596,
325,
145,
138,
123,
105,
122,
1143,
393,
197,
164,
188,
108,
145,
145,
225,
74,
80,
82,
90,
104,
129,
112,
161,
111,
156,
111,
142,
259,
472,
125,
94,
88,
231,
134,
248,
298,
130,
385,
599,
976,
13464,
45882,
6234,
5072,
1066,
559,
592,
451,
478,
352,
214,
244,
156,
265,
294,
266,
293,
579,
228,
208,
614,
216,
599,
285,
631,
608,
672,
956,
984,
21203,
2627,
877,
489,
350,
283,
309,
428,
291,
211,
170,
144,
161,
200,
246,
216,
126,
156,
112,
114,
155,
251,
222,
128,
298,
129,
134,
140,
189,
141,
110,
123,
132,
666,
144,
138,
157,
150,
160,
126,
156,
211,
430,
183,
145,
96,
200,
213,
124,
235,
185,
397,
546,
142,
113,
147,
226,
273,
103,
132,
113,
135,
231,
128,
176,
109,
80,
91,
184,
140,
130,
138,
91,
103,
196,
227,
193,
202,
163,
142,
122,
103,
133,
109,
162,
224,
107,
87,
87,
77,
165,
124,
123,
80,
238,
108,
77,
287,
173,
632,
194,
97,
344,
87,
92,
97,
173,
141,
115,
76,
117,
79,
502,
193,
107,
85,
81,
86,
96,
128,
247,
81,
100,
277,
147,
111,
764,
139,
369,
755,
513,
755,
305,
387,
10431,
548,
437,
259,
250,
240,
1324,
451,
209,
176,
151,
131,
121,
132,
172,
128,
109,
109,
125,
132,
164,
189,
109,
82,
79,
72,
122,
125,
113,
62,
83,
84,
93,
108,
161,
286,
133,
85,
178,
115,
100,
107,
108,
90,
83,
67,
78,
87,
90,
99,
117,
81,
83,
122,
158,
101,
119,
84,
76,
69,
163,
97,
120,
108,
67,
81,
95,
104,
86,
132,
113,
94,
101,
104,
89,
154,
2063,
308,
176,
183,
439,
204,
179,
203,
89,
91,
98,
98,
161,
426,
295,
127,
112,
121,
151,
148,
154,
438,
162,
115,
67,
74,
87,
97,
101,
121,
100,
93,
141,
1585,
1092,
682,
239,
186,
122,
284,
283,
275,
765,
258,
231,
188,
162,
358,
207,
188,
223,
167,
171,
139,
159,
345,
234,
229,
166,
125,
137,
109,
189,
148,
179,
137,
143,
113,
115,
133,
412,
161,
137,
126,
112,
203,
121,
190,
212,
209,
118,
133,
231,
236,
258,
242,
209,
169,
157,
173,
605,
5423,
391,
177,
154,
171,
177,
154,
246,
171,
96,
109,
92
] |
[
109,
138,
123,
117,
407,
134,
144,
90,
151,
234,
299,
113,
123,
126,
121,
167,
147,
196,
118,
177,
109,
111,
109,
277,
223,
146,
151,
143,
140,
113,
116,
139,
104,
131,
119,
110,
155,
236,
260,
199,
163,
197,
213,
193,
262,
278,
198,
153,
127,
137,
165,
150,
271,
170,
106,
180,
133,
133,
153,
140,
176,
123,
140,
162,
1259,
785,
327,
192,
166,
152,
198,
173,
673,
317,
162,
166,
109,
137,
159,
202,
246,
121,
148,
373,
168,
153,
193,
258,
187,
130,
173,
183,
203,
206,
269,
199
] |
[
"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: 22.67%",
"予測される変化率: [カラム_0] 予測される変化率: 82.57%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.82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: 22.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 82.57%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.82 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] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 46 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 46.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
91,
89,
136,
112,
90,
73,
76,
110,
119,
575,
175,
110,
111,
137,
87,
84,
97,
76,
95,
98,
93,
104,
73,
60,
69,
74,
77,
91,
59,
87,
41,
60,
80,
60,
90,
82,
69,
77,
79,
64,
73,
81,
98,
71,
90,
78,
99,
99,
90,
78,
55,
67,
64,
84,
93,
135,
87,
99,
73,
60,
72,
58,
111,
101,
68,
54,
84,
52,
69,
42,
106,
106,
60,
161,
110,
87,
71,
84,
70,
67,
46,
58,
93,
63,
39,
58,
80,
65,
76,
67,
60,
48,
50,
66,
72,
49,
83,
59,
69,
45,
50,
40,
57,
37,
49,
58,
63,
49,
44,
67,
74,
53,
57,
51,
50,
36,
52,
78,
76,
66,
53,
61,
32,
54,
67,
94,
34,
38,
43,
61,
73,
49,
53,
79,
65,
52,
33,
44,
44,
41,
40,
48,
54,
64,
65,
48,
48,
68,
59,
52,
56,
83,
51,
59,
45,
43,
61,
41,
45,
37,
55,
71,
51,
45,
51,
44,
39,
42,
57,
58,
43,
28,
61,
59,
50,
41,
71,
47,
43,
93,
67,
85,
79,
47,
50,
65,
73,
390,
282,
97,
90,
68,
68,
73,
49,
84,
70,
60,
91,
139,
99,
62,
76,
61,
39,
55,
54,
63,
71,
64,
40,
53,
39,
64,
77,
64,
45,
46,
53,
58,
69,
67,
55,
53,
36,
36,
65,
52,
72,
50,
40,
41,
28,
38,
39,
47,
60,
52,
54,
37,
49,
50,
35,
29,
53,
45,
41,
23,
39,
43,
44,
19,
53,
48,
36,
53,
54,
61,
49,
44,
52,
66,
39,
61,
50,
37,
59,
31,
44,
39,
50,
64,
28,
56,
47,
37,
44,
43,
57,
61,
61,
43,
48,
37,
51,
33,
53,
49,
44,
31,
77,
72,
29,
54,
32,
30,
34,
61,
44,
43,
51,
59,
61,
64,
48,
44,
72,
57,
49,
84,
37,
50,
55,
41,
87,
52,
39,
41,
88,
85,
50,
41,
49,
48,
36,
337,
126,
80,
52,
45,
55,
35,
36,
55,
74,
38,
43,
43,
60,
43,
79,
62,
40,
37,
39,
35,
39,
45,
33,
45,
34,
43,
60,
26,
35,
57,
63,
43,
35,
47,
30,
31,
30,
32,
24,
59,
28,
29,
55,
40,
47,
31,
37,
41,
28,
34,
37,
57,
53,
59,
34,
42,
49,
46,
58,
62,
61,
56,
69,
59,
73,
48,
62,
48,
60,
40,
86,
109,
136,
187,
1357,
829,
249,
217,
209,
231,
231,
1362,
920,
252,
206,
185,
263,
335,
6808,
2161,
533,
361,
290,
188,
157,
123,
119,
98,
93,
118,
95,
73,
90,
62,
72,
123,
63,
53,
44,
45,
50,
72,
51,
43,
35,
29,
71,
43,
56,
73,
43,
67,
37,
41,
44,
48,
56,
47,
43,
53,
19,
52,
41,
38,
155,
39,
30,
47,
44,
41,
41,
37,
41,
226,
134,
43,
33,
50,
57,
33,
58,
43,
52,
33,
50,
40,
28,
28,
54,
51,
41,
47,
39,
53,
39,
60,
33,
27,
35,
40,
62,
32,
32,
27,
61,
32,
25,
37,
23,
38,
37,
44,
43,
34,
37,
40
] |
[
31,
37,
42,
39,
39,
27,
24,
29,
49,
48,
40,
47,
32,
58,
36,
41,
37,
32,
31,
37,
28,
25,
14,
39,
24,
47,
42,
44,
43,
30,
26,
33,
49,
39,
81,
43,
33,
49,
66,
67,
59,
52,
50,
38,
34,
42,
44,
47,
36,
37,
26,
45,
47,
34,
29,
46,
49,
41,
35,
32,
45,
41,
38,
36,
24,
43,
68,
24,
33,
19,
17,
63,
33,
42,
18,
37,
37,
27,
28,
35,
34,
32,
23,
35,
44,
24,
37,
22,
23,
30,
27,
39,
37,
29,
33,
38
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -56.04%",
"予測される変化率: [カラム_0] 予測される変化率: 22.58%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.59倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -56.04%",
"Forecasted change rate: [column_0] Forecasted change rate: 22.58%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.59 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 92 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 92.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
113,
187,
149,
134,
116,
108,
147,
135,
196,
142,
156,
131,
116,
161,
118,
145,
171,
131,
151,
154,
150,
117,
141,
225,
202,
112,
122,
80,
137,
137,
89,
88,
66,
122,
153,
141,
132,
610,
254,
174,
115,
116,
125,
142,
115,
168,
160,
175,
220,
199,
129,
136,
136,
181,
123,
141,
149,
120,
141,
135,
132,
105,
116,
115,
126,
123,
112,
135,
123,
121,
129,
118,
128,
163,
156,
123,
134,
1078,
1639,
945,
868,
951,
387,
541,
351,
229,
229,
165,
164,
164,
148,
252,
165,
143,
137,
176,
149,
134,
161,
171,
149,
169,
160,
139,
165,
176,
166,
127,
132,
170,
155,
172,
170,
153,
158,
167,
138,
143,
176,
122,
175,
180,
139,
196,
165,
188,
155,
231,
192,
193,
167,
153,
207,
160,
201,
160,
150,
177,
146,
153,
174,
181,
442,
423,
284,
248,
226,
225,
199,
185,
1705,
248,
217,
584,
278,
235,
229,
319,
304,
353,
253,
228,
225,
191,
199,
181,
189,
189,
207,
181,
169,
161,
207,
182,
224,
199,
150,
127,
141,
141,
111,
110,
127,
127,
168,
161,
165,
144,
150,
158,
225,
233,
295,
369,
283,
265,
250,
320,
1277,
58973,
21382,
3958,
2616,
1208,
870,
684,
565,
519,
345,
305,
323,
323,
495,
279,
234,
231,
199,
231,
201,
218,
257,
225,
217,
195,
161,
185,
184,
408,
241,
249,
210,
190,
208,
223,
179,
189,
194,
184,
180,
204,
194,
179,
225,
163,
186,
159,
152,
156,
267,
195,
204,
172,
253,
211,
258,
196,
263,
300,
209,
224,
187,
204,
213,
194,
199,
175,
192,
188,
201,
263,
224,
209,
179,
178,
216,
209,
298,
256,
206,
219,
173,
206,
218,
236,
178,
160,
215,
196,
276,
187,
172,
206,
184,
208,
238,
221,
174,
152,
190,
186,
170,
167,
205,
171,
163,
183,
172,
153,
154,
158,
154,
171,
130,
136,
170,
198,
187,
162,
167,
180,
175,
200,
196,
170,
175,
179,
178,
158,
150,
140,
138,
136,
216,
164,
192,
141,
157,
164,
144,
177,
181,
158,
153,
164,
137,
162,
152,
198,
189,
163,
134,
209,
178,
162,
179,
120,
152,
122,
112,
122,
135,
111,
135,
121,
107,
124,
147,
142,
128,
123,
163,
109,
139,
187,
134,
158,
145,
127,
154,
118,
128,
141,
159,
155,
133,
114,
123,
115,
166,
131,
137,
115,
123,
120,
134,
148,
134,
90,
111,
127,
111,
124,
503,
164,
138,
117,
159,
163,
134,
154,
146,
110,
151,
164,
177,
200,
164,
174,
162,
182,
557,
230,
189,
160,
145,
153,
140,
120,
138,
109,
116,
142,
133,
164,
138,
136,
1328,
947,
405,
299,
239,
211,
160,
208,
163,
172,
154,
130,
162,
145,
199,
174,
238,
191,
152,
155,
144,
151,
131,
153,
172,
120,
141,
137,
146,
168,
173,
153,
156,
163,
149,
169,
174,
215,
176,
160,
134,
125,
430,
213,
163,
144,
133,
157,
153,
265,
245,
181,
133,
148,
158,
141,
152,
245,
172,
135,
165,
153,
174,
164,
211,
186,
204,
153,
271,
300,
194,
189,
216,
214,
190,
229
] |
[
3486,
2250,
1085,
1036,
788,
522,
519,
523,
760,
493,
494,
352,
291,
345,
305,
262,
264,
286,
230,
288,
265,
246,
242,
250,
251,
237,
198,
235,
250,
230,
190,
522,
225,
233,
181,
140,
153,
138,
445,
210,
238,
216,
392,
292,
295,
254,
174,
248,
222,
212,
201,
383,
275,
226,
250,
378,
315,
287,
287,
362,
321,
259,
245,
220,
238,
453,
430,
319,
317,
585,
468,
333,
393,
456,
280,
232,
248,
222,
198,
209,
327,
217,
238,
202,
221,
208,
213,
211,
567,
209,
226,
189,
216,
219,
197,
169
] |
[
"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: 102.65%",
"予測される変化率: [カラム_0] 予測される変化率: -95.15%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.85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: 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: downward",
"Historical change rate: [column_0] Historical change rate: 102.65%",
"Forecasted change rate: [column_0] Forecasted change rate: -95.15%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.85 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 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 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 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 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2,
2,
6,
6,
4,
6,
9,
4,
5,
4,
6,
5,
9,
8,
4,
8,
19,
14,
10,
5,
4,
8,
5,
6,
7,
5,
3,
5,
9,
6,
5,
7,
6,
6,
7,
4,
7,
9,
2,
4,
5,
6,
4,
6,
5,
13,
9,
10,
28,
6,
3,
7,
3,
3,
1,
10,
6,
7,
10,
8,
11,
3,
5,
10,
2,
7,
7,
3,
9,
4,
5,
7,
6,
5,
5,
7,
3,
5,
5,
11,
28,
18,
20,
15,
16,
22,
20,
11,
10,
9,
5,
6,
4,
6,
4,
7,
7,
5,
5,
5,
6,
3,
14,
13,
7,
5,
11,
11,
12,
10,
4,
14,
7,
6,
23,
18,
12,
5,
6,
9,
17,
7,
14,
4,
6,
6,
10,
23,
44,
6,
5,
5,
11,
8,
4,
12,
5,
7,
7,
15,
14,
13,
10,
13,
9,
15,
13,
12,
15,
17,
20,
16,
11,
8,
7,
5,
10,
8,
7,
8,
11,
8,
22,
12,
13,
5,
7,
12,
20,
16,
8,
20,
10,
12,
21,
12,
14,
12,
13,
18,
15,
15,
9,
10,
8,
7,
10,
9,
9,
11,
7,
14,
10,
8,
22,
15,
3,
13,
16,
9,
11,
12,
12,
8,
9,
7,
9,
12,
16,
12,
16,
3,
19,
7,
5,
8,
152,
568,
10,
7,
10,
34,
8,
8,
9,
11,
5,
7,
6,
8,
17,
21,
9,
12,
10,
2,
15,
21,
9,
8,
10,
22,
18,
20,
13,
19,
16,
12,
9,
12,
13,
7,
6,
9,
7,
10,
13,
9,
5,
9,
12,
12,
12,
7,
15,
10,
14,
18,
12,
13,
10,
12,
14,
23,
13,
10,
20,
9,
8,
11,
9,
14,
15,
24,
8,
11,
10,
10,
11,
8,
10,
11,
10,
17,
17,
11,
13,
18,
10,
6,
11,
5,
8,
6,
14,
9,
7,
6,
10,
8,
15,
9,
7,
6,
12,
11,
3,
10,
10,
5,
12,
4,
6,
12,
16,
6,
9,
10,
12,
8,
11,
7,
10,
9,
9,
12,
12,
5,
11,
7,
12,
22,
10,
10,
7,
7,
10,
7,
7,
9,
14,
5,
12,
7,
14,
8,
6,
14,
10,
12,
11,
12,
6,
8,
12,
6,
15,
13,
10,
10,
17,
14,
13,
8,
21,
14,
8,
14,
9,
16,
9,
11,
8,
8,
9,
11,
15,
5,
12,
10,
14,
12,
8,
17,
12,
13,
13,
15,
9,
15,
15,
16,
6,
4,
10,
13,
18,
12,
9,
19,
7,
10,
12,
6,
12,
8,
7,
8,
10,
37,
14,
7,
14,
19,
12,
14,
6,
11,
14,
16,
14,
7,
7,
8,
6,
10,
14,
6,
9,
3,
9,
9,
14,
8,
12,
6,
9,
6,
5,
9,
4,
4,
7,
8,
10,
14,
11,
11,
5,
14,
8,
12,
10,
10,
5,
11,
10,
17,
4,
12,
9,
8,
10,
16,
9,
10,
7,
17,
9,
12,
11,
12,
14,
5,
5,
9,
16,
15,
11,
8,
14,
13,
14,
6,
11,
15,
5,
9,
14,
16,
7,
6,
10,
15,
7,
14,
6,
14,
14,
10,
9,
11
] |
[
12,
16,
9,
22,
14,
10,
8,
9,
29,
22,
21,
10,
16,
16,
8,
35,
23,
9,
11,
42,
36,
23,
41,
35,
25,
22,
23,
21,
24,
24,
31,
19,
22,
14,
24,
24,
13,
11,
21,
13,
13,
15,
17,
6,
78,
19,
11,
21,
11,
9,
12,
12,
12,
16,
10,
12,
22,
15,
19,
9,
14,
12,
15,
6,
57,
21,
13,
17,
9,
10,
10,
10,
12,
43,
16,
11,
9,
13,
11,
7,
13,
7,
28,
18,
22,
11,
11,
17,
15,
11,
16,
14,
19,
13,
21,
12
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 450.00%",
"予測される変化率: [カラム_0] 予測される変化率: 0.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.93倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 450.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.93 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 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 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 84.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
360,
278,
267,
380,
373,
405,
341,
327,
376,
385,
383,
452,
301,
315,
295,
344,
289,
331,
356,
288,
302,
285,
278,
423,
427,
441,
396,
491,
324,
322,
448,
453,
480,
275,
324,
333,
348,
360,
394,
392,
255,
300,
277,
337,
309,
362,
421,
321,
255,
276,
296,
270,
411,
459,
376,
510,
377,
361,
368,
361,
619,
376,
316,
290,
268,
326,
333,
337,
279,
282,
334,
252,
260,
321,
412,
296,
274,
290,
227,
271,
272,
273,
255,
213,
298,
263,
236,
275,
424,
252,
266,
271,
195,
241,
288,
272,
227,
235,
236,
247,
233,
219,
297,
227,
211,
233,
291,
259,
309,
290,
236,
253,
257,
230,
270,
307,
308,
266,
225,
298,
290,
267,
271,
293,
241,
239,
219,
221,
212,
262,
277,
240,
294,
241,
280,
255,
245,
254,
255,
261,
231,
234,
224,
265,
313,
213,
274,
259,
241,
300,
281,
348,
312,
238,
259,
262,
297,
235,
379,
233,
206,
211,
251,
231,
260,
288,
229,
203,
231,
248,
249,
271,
263,
209,
280,
232,
345,
410,
334,
301,
285,
312,
357,
305,
326,
287,
268,
266,
296,
279,
274,
298,
294,
402,
283,
268,
304,
281,
241,
285,
394,
311,
337,
276,
287,
337,
312,
417,
321,
348,
338,
336,
344,
505,
527,
365,
326,
296,
323,
302,
358,
422,
287,
342,
321,
357,
343,
395,
853,
417,
325,
346,
410,
389,
430,
599,
344,
423,
358,
347,
328,
365,
660,
369,
329,
320,
361,
342,
350,
393,
386,
343,
286,
353,
306,
323,
330,
325,
307,
320,
306,
409,
357,
413,
325,
282,
301,
335,
430,
468,
465,
482,
414,
364,
342,
354,
508,
518,
551,
540,
529,
394,
372,
380,
462,
414,
372,
401,
529,
463,
462,
433,
357,
404,
338,
307,
314,
380,
458,
353,
342,
421,
359,
355,
402,
507,
395,
351,
338,
366,
409,
395,
440,
351,
353,
394,
406,
383,
478,
495,
406,
401,
346,
413,
476,
415,
469,
398,
399,
405,
379,
440,
464,
467,
431,
412,
392,
434,
475,
663,
736,
502,
488,
477,
435,
443,
541,
553,
451,
477,
454,
439,
538,
540,
606,
653,
638,
592,
587,
541,
762,
845,
946,
681,
780,
838,
772,
836,
915,
992,
909,
857,
785,
757,
1190,
1079,
1723,
814,
597,
571,
582,
1210,
884,
608,
683,
659,
654,
832,
812,
1128,
999,
971,
982,
1008,
997,
1189,
1286,
1350,
1515,
1776,
2647,
4856,
14474,
10383,
10333,
6903,
7914,
6780,
7984,
8240,
9613,
9236,
6454,
6038,
5974,
6478,
6600,
8851,
8059,
2401,
1674,
1866,
1580,
1426,
1438,
1080,
936,
914,
800,
794,
741,
781,
669,
597,
715,
687,
689,
851,
692,
533,
490,
581,
496,
448,
558,
618,
475,
373,
497,
406,
356,
458,
468,
356,
380,
344,
336,
402,
475,
444,
360,
344,
330,
358,
367,
405,
376,
339,
337,
347,
314,
307,
401,
436,
345,
331,
523,
366,
311,
371,
364,
293,
305,
317,
324,
338,
328,
355,
284,
332,
320,
340,
404,
350,
395,
313,
325,
214,
303,
280,
322,
335,
343,
279,
330,
323,
550,
367,
539,
353,
341,
354
] |
[
409,
372,
484,
439,
331,
373,
301,
450,
334,
473,
414,
315,
295,
368,
338,
316,
453,
485,
299,
294,
316,
283,
316,
388,
425,
398,
289,
341,
412,
323,
356,
507,
409,
412,
388,
379,
442,
435,
459,
457,
412,
375,
381,
382,
451,
458,
341,
303,
353,
431,
355,
518,
509,
414,
420,
370,
381,
322,
536,
516,
371,
381,
373,
374,
424,
493,
614,
408,
360,
391,
377,
400,
475,
482,
359,
424,
452,
452,
482,
456,
493,
364,
395,
403,
419,
386,
449,
513,
485,
394,
489,
461,
418,
488,
482,
390
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -1.67%",
"予測される変化率: [カラム_0] 予測される変化率: -4.65%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.09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: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -1.67%",
"Forecasted change rate: [column_0] Forecasted change rate: -4.65%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.09 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 downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
[
369,
302,
324,
398,
496,
393,
308,
328,
385,
383,
439,
558,
389,
562,
434,
395,
346,
385,
456,
363,
343,
397,
361,
552,
950,
555,
592,
632,
480,
435,
1794,
847,
859,
518,
632,
569,
488,
477,
495,
658,
393,
391,
451,
335,
390,
447,
1149,
364,
527,
1044,
581,
416,
589,
1096,
701,
515,
959,
677,
646,
706,
1153,
413,
432,
566,
337,
399,
542,
438,
439,
336,
332,
295,
330,
402,
424,
391,
3952,
839,
508,
488,
508,
520,
340,
380,
455,
333,
844,
577,
547,
360,
374,
379,
368,
342,
448,
476,
360,
316,
359,
338,
298,
354,
576,
555,
400,
430,
384,
329,
447,
510,
382,
361,
367,
372,
299,
404,
454,
1106,
454,
383,
421,
352,
545,
485,
346,
359,
476,
419,
346,
382,
559,
548,
471,
553,
514,
427,
396,
602,
374,
448,
427,
416,
277,
372,
578,
424,
393,
564,
427,
312,
414,
610,
534,
466,
656,
443,
354,
466,
575,
467,
384,
562,
473,
359,
488,
687,
470,
409,
544,
387,
281,
331,
452,
532,
370,
356,
388,
535,
427,
550,
494,
530,
499,
543,
691,
623,
759,
571,
574,
669,
541,
449,
658,
797,
519,
498,
562,
496,
465,
568,
674,
550,
501,
534,
477,
406,
582,
714,
476,
582,
619,
511,
429,
599,
760,
475,
482,
507,
436,
398,
551,
682,
502,
976,
961,
597,
613,
708,
721,
587,
524,
1388,
718,
660,
880,
898,
667,
674,
588,
496,
564,
565,
732,
586,
532,
686,
498,
519,
556,
710,
473,
452,
495,
503,
480,
505,
623,
612,
490,
441,
478,
460,
571,
624,
537,
401,
515,
470,
575,
501,
576,
544,
618,
675,
453,
483,
586,
618,
521,
788,
5017,
814,
688,
684,
595,
572,
494,
521,
528,
481,
514,
645,
597,
547,
519,
765,
629,
627,
855,
609,
608,
1009,
678,
525,
769,
919,
1034,
953,
1352,
1790,
592,
544,
723,
588,
570,
556,
583,
525,
653,
1429,
930,
710,
662,
762,
578,
1071,
1030,
1318,
766,
678,
661,
605,
828,
953,
735,
666,
734,
658,
680,
791,
1136,
651,
643,
696,
715,
976,
948,
1087,
966,
809,
781,
793,
796,
815,
823,
688,
585,
594,
598,
587,
668,
963,
758,
564,
528,
645,
544,
729,
866,
613,
578,
819,
881,
808,
906,
1388,
1308,
918,
836,
904,
685,
1115,
1073,
855,
887,
780,
912,
966,
1079,
1606,
1210,
978,
960,
989,
1297,
1387,
1846,
1862,
2162,
3225,
4614,
10303,
18535,
10027,
9129,
9301,
7898,
8174,
10580,
8305,
9268,
8605,
7157,
7409,
7093,
8734,
10151,
11967,
9212,
4685,
1870,
1307,
1161,
1101,
1114,
959,
714,
570,
612,
607,
579,
755,
698,
743,
1043,
1126,
886,
884,
1015,
762,
801,
854,
636,
570,
676,
801,
694,
664,
768,
590,
455,
514,
635,
508,
515,
563,
430,
439,
682,
902,
590,
578,
608,
585,
480,
506,
720,
559,
616,
598,
536,
383,
451,
729,
496,
428,
497,
353,
348,
429,
504,
356,
365,
435,
423,
342,
387,
438,
426,
479,
529,
461,
346,
448,
667,
501,
442,
594,
428,
492,
489,
537,
508,
575,
519,
479,
371,
412,
491,
395,
438,
542
] |
[
468,
388,
443,
477,
459,
483,
484,
489,
438,
525,
575,
575,
454,
566,
470,
423,
386,
550,
466,
460,
435,
480,
341,
326,
451,
344,
349,
357,
312,
285,
392,
438,
368,
372,
387,
392,
398,
517,
528,
433,
415,
505,
452,
374,
502,
579,
523,
427,
517,
519,
374,
455,
670,
488,
509,
557,
463,
419,
491,
698,
531,
518,
641,
626,
451,
575,
926,
586,
472,
533,
543,
1053,
793,
780,
578,
803,
750,
622,
466,
655,
817,
542,
537,
532,
599,
834,
682,
691,
599,
574,
864,
937,
618,
720,
705,
597
] |
[
"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: 46.88%",
"予測される変化率: [カラム_0] 予測される変化率: 27.56%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.81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: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 46.88%",
"Forecasted change rate: [column_0] Forecasted change rate: 27.56%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.81 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な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 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 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 |
[
621,
534,
403,
602,
519,
380,
376,
356,
397,
389,
564,
480,
419,
423,
349,
354,
322,
454,
441,
367,
481,
338,
302,
284,
387,
385,
299,
264,
340,
291,
244,
277,
312,
272,
351,
322,
282,
306,
406,
343,
332,
298,
353,
395,
335,
502,
502,
347,
401,
331,
252,
412,
437,
450,
346,
328,
396,
406,
391,
459,
494,
349,
280,
276,
267,
232,
424,
424,
274,
255,
261,
247,
279,
361,
406,
287,
361,
484,
296,
256,
337,
370,
219,
234,
272,
282,
239,
361,
398,
370,
507,
288,
272,
293,
450,
366,
327,
268,
301,
242,
345,
418,
494,
352,
339,
319,
248,
358,
400,
439,
416,
349,
313,
321,
308,
436,
412,
320,
295,
351,
374,
356,
691,
644,
300,
293,
358,
566,
707,
903,
1379,
771,
607,
628,
432,
517,
565,
470,
453,
333,
336,
311,
318,
477,
471,
300,
294,
285,
283,
273,
389,
398,
312,
316,
1067,
2382,
1759,
1680,
1224,
732,
736,
826,
960,
955,
1489,
1349,
567,
479,
460,
352,
382,
543,
514,
377,
303,
387,
330,
268,
418,
493,
316,
344,
359,
848,
1167,
792,
765,
408,
405,
373,
383,
349,
548,
434,
363,
322,
314,
340,
355,
385,
547,
421,
327,
324,
352,
358,
381,
593,
346,
306,
359,
349,
285,
347,
358,
306,
400,
306,
457,
436,
407,
434,
418,
466,
424,
489,
944,
499,
516,
347,
361,
368,
322,
393,
378,
415,
307,
323,
360,
346,
342,
521,
551,
477,
325,
344,
371,
343,
486,
483,
343,
297,
305,
326,
367,
470,
452,
283,
298,
355,
375,
470,
539,
580,
431,
363,
354,
308,
415,
599,
542,
334,
323,
466,
313,
359,
489,
694,
532,
495,
293,
325,
308,
391,
532,
351,
288,
280,
312,
270,
478,
456,
417,
388,
346,
363,
286,
396,
395,
300,
256,
278,
335,
341,
465,
481,
401,
297,
336,
275,
387,
597,
517,
329,
285,
276,
294,
407,
533,
534,
364,
309,
349,
358,
352,
514,
605,
395,
674,
831,
549,
482,
532,
1104,
716,
486,
408,
472,
389,
471,
608,
428,
471,
525,
569,
564,
593,
493,
430,
382,
343,
354,
403,
504,
478,
391,
434,
403,
440,
387,
2609,
1515,
659,
548,
512,
493,
458,
502,
659,
716,
537,
485,
476,
596,
788,
964,
834,
794,
525,
523,
486,
706,
851,
837,
492,
395,
425,
419,
562,
607,
450,
431,
444,
364,
359,
598,
943,
630,
626,
698,
550,
450,
449,
460,
359,
324,
349,
370,
339,
614,
538,
475,
407,
379,
345,
337,
517,
531,
388,
407,
383,
389,
404,
657,
721,
355,
382,
463,
301,
321,
555,
485,
490,
354,
292,
296,
343,
553,
656,
348,
286,
364,
666,
632,
534,
447,
378,
313,
352,
323,
332,
456,
495,
363,
405,
415,
370,
441,
694,
859,
487,
368,
369,
366,
401,
595,
555,
463,
378,
349,
407,
414,
520,
520,
451,
510,
411,
350,
408,
513,
576,
327,
307,
309,
276,
314,
423,
483,
368,
387,
331,
315,
358,
456,
1776,
1308,
644,
529,
396,
386,
523,
539,
412,
424,
450,
414,
403,
934,
549,
366,
441,
436
] |
[
395,
323,
551,
470,
391,
426,
336,
426,
377,
409,
649,
441,
481,
700,
436,
401,
472,
615,
403,
462,
457,
475,
1074,
711,
725,
546,
559,
505,
3885,
2760,
1431,
1101,
1184,
1161,
1042,
1051,
714,
1328,
1849,
1203,
1058,
836,
784,
785,
1080,
994,
520,
478,
544,
499,
454,
633,
734,
496,
581,
758,
570,
520,
2116,
926,
515,
467,
456,
465,
1012,
877,
778,
850,
722,
1036,
637,
571,
637,
758,
544,
516,
510,
429,
423,
745,
651,
417,
464,
426,
522,
402,
538,
836,
462,
475,
496,
528,
661,
723,
839,
633
] |
[
"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: -29.79%",
"予測される変化率: [カラム_0] 予測される変化率: 60.25%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.62倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -29.79%",
"Forecasted change rate: [column_0] Forecasted change rate: 60.25%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.62 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 32 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 68 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 32.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 68."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
5,
0,
5,
7,
0,
5,
1,
3,
0,
5,
5,
2,
1,
2,
3,
2,
16,
4,
2,
0,
5,
4,
10,
10,
4,
3,
2,
3,
6,
6,
2,
5,
1,
3,
4,
3,
2,
4,
3,
4,
19,
13,
21,
1,
8,
4,
3,
2,
1,
2,
5,
2,
7,
2,
3,
0,
4,
4,
2,
4,
1,
3,
2,
4,
2,
1,
4,
1,
2,
2,
2,
5,
5,
5,
10,
3,
3,
34,
48,
77,
51,
47,
47,
54,
539,
186,
213,
122,
215,
52,
41,
41,
75,
129,
76,
111,
48,
45,
43,
59,
116,
45,
254,
74,
36,
30,
42,
80,
68,
68,
40,
34,
53,
55,
61,
43,
39,
26,
23,
59,
70,
146,
52,
61,
32,
54,
37,
60,
86,
44,
88,
65,
45,
42,
49,
73,
33,
56,
416,
1278,
184,
86,
96,
94,
102,
560,
351,
142,
90,
164,
96,
105,
92,
47,
66,
79,
95,
63,
74,
44,
50,
40,
92,
138,
82,
106,
76,
39,
556,
143,
125,
322,
149,
101,
63,
99,
79,
106,
376,
234,
99,
55,
65,
174,
635,
289,
547,
229,
184,
169,
179,
584,
576,
1977,
1040,
203,
220,
122,
492,
325,
284,
252,
385,
125,
118,
1429,
374,
317,
911,
163,
140,
120,
159,
251,
207,
98,
89,
77,
69,
136,
107,
88,
60,
57,
60,
313,
149,
121,
106,
128,
106,
92,
75,
111,
83,
81,
66,
57,
71,
56,
130,
76,
90,
807,
105,
63,
73,
117,
92,
71,
114,
78,
79,
115,
94,
78,
89,
56,
71,
74,
53,
84,
70,
101,
46,
57,
55,
79,
64,
182,
103,
298,
122,
93,
91,
108,
113,
407,
142,
116,
94,
162,
67,
245,
179,
76,
52,
56,
62,
172,
103,
183,
65,
59,
94,
98,
104,
147,
103,
68,
52,
68,
84,
124,
67,
101,
78,
114,
92,
95,
945,
140,
130,
70,
50,
72,
65,
77,
57,
66,
44,
44,
57,
50,
85,
44,
71,
47,
52,
57,
99,
47,
59,
67,
55,
31,
57,
52,
101,
51,
37,
128,
391,
73,
77,
59,
98,
101,
93,
56,
80,
109,
91,
107,
89,
62,
70,
57,
501,
166,
104,
95,
65,
98,
264,
304,
172,
554,
211,
264,
94,
92,
123,
144,
255,
277,
170,
99,
95,
96,
162,
258,
194,
592,
121,
141,
172,
147,
175,
146,
104,
395,
190,
149,
135,
226,
141,
201,
130,
121,
83,
97,
106,
351,
99,
91,
92,
100,
115,
108,
142,
119,
120,
170,
154,
198,
233,
723,
2193,
623,
1036,
412,
820,
6872,
4484,
1316,
656,
460,
316,
829,
478,
460,
213,
170,
139,
219,
225,
175,
199,
147,
82,
82,
117,
132,
117,
128,
455,
119,
149,
145,
131,
118,
104,
106,
59,
76,
113,
106,
96,
134,
80,
85,
75,
78,
100,
83,
79,
75,
69,
46,
54,
53,
64,
76,
57,
59,
56,
42,
80,
70,
56,
53,
47,
50,
39,
65,
74,
76,
100,
79,
51,
90,
80,
393,
107,
68,
44,
47,
78,
84,
104,
107,
44,
83,
152,
98,
138,
117,
119,
64,
77,
108
] |
[
215,
106,
90,
115,
92,
221,
87,
87,
108,
102,
127,
57,
55,
541,
147,
161,
105,
109,
80,
66,
109,
129,
116,
112,
82,
76,
66,
67,
87,
451,
151,
1008,
182,
157,
133,
526,
184,
215,
231,
130,
357,
484,
176,
300,
301,
229,
158,
248,
468,
1224,
361,
283,
223,
123,
139,
184,
274,
238,
218,
170,
109,
166,
107,
306,
160,
185,
182,
134,
306,
1393,
442,
313,
245,
277,
162,
152,
241,
180,
468,
286,
206,
142,
133,
130,
191,
170,
162,
175,
100,
123,
81,
179,
183,
148,
162,
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: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 2060.00%",
"予測される変化率: [カラム_0] 予測される変化率: -48.84%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.31倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 2060.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -48.84%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.31 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 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] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1078,
1467,
1004,
896,
1267,
1513,
1202,
1086,
832,
892,
1069,
833,
1313,
995,
1003,
810,
784,
644,
714,
728,
791,
865,
924,
813,
709,
1354,
1149,
1077,
1021,
884,
1291,
936,
731,
651,
1033,
974,
787,
904,
1129,
1070,
861,
1148,
837,
729,
1427,
896,
759,
678,
796,
1096,
901,
947,
1048,
1038,
883,
1060,
991,
842,
802,
715,
1146,
1260,
1196,
887,
1287,
1195,
1259,
999,
1003,
1131,
1283,
1352,
1322,
2116,
1273,
2405,
1465,
1075,
1140,
1110,
1071,
1239,
1536,
3112,
3330,
2561,
2048,
1746,
2523,
2582,
2038,
1907,
2590,
1832,
1854,
1424,
1659,
2563,
1980,
1409,
1286,
1535,
1435,
1920,
1770,
2128,
1822,
1567,
1773,
2304,
1937,
1805,
1961,
2084,
1612,
2060,
1843,
4716,
2975,
2177,
2159,
2254,
1754,
1604,
2136,
1758,
1848,
2080,
1807,
1861,
1978,
2515,
4534,
3204,
1951,
1502,
2418,
2088,
1702,
1494,
1490,
1706,
1756,
3178,
2022,
1877,
2934,
5042,
37285,
15661,
11191,
10194,
10609,
9152,
40351,
16348,
7944,
10867,
7338,
14699,
11133,
6758,
6344,
4708,
8980,
5656,
39083,
17505,
18821,
21036,
10578,
9061,
27302,
15780,
6727,
4834,
4348,
3842,
2710,
2356,
2505,
2678,
2856,
3153,
2487,
1849,
1898,
1876,
2020,
1987,
1590,
1696,
1733,
2104,
1817,
2257,
3062,
2832,
2260,
2336,
2933,
3530,
2468,
2338,
2816,
5548,
3987,
2812,
2483,
2514,
2484,
2334,
2092,
1910,
1691,
1748,
4176,
3233,
2690,
2214,
2277,
1865,
1874,
1715,
1732,
1698,
2233,
1964,
2219,
2093,
1642,
1452,
1807,
2031,
1823,
2222,
4277,
2944,
4267,
2843,
2136,
2483,
1853,
1939,
2770,
5329,
3378,
3617,
3383,
2623,
2161,
2355,
2418,
1874,
1600,
1452,
4350,
2411,
1644,
1933,
1564,
1332,
1625,
1288,
1246,
1512,
1248,
1049,
1196,
1001,
1402,
1280,
1623,
1899,
1570,
1299,
1435,
7407,
2991,
1426,
1429,
1321,
1615,
1530,
1662,
1558,
1372,
1165,
1268,
1530,
1580,
1283,
1253,
1228,
1433,
1433,
1220,
1178,
1558,
1295,
1579,
1723,
1433,
1249,
1095,
1231,
1662,
1205,
1502,
1289,
1258,
1333,
1214,
1419,
1384,
1091,
1295,
1003,
1128,
1300,
1653,
2149,
1478,
1389,
976,
1078,
1127,
1154,
1151,
1192,
1244,
1207,
1656,
1199,
1416,
1732,
1728,
1404,
1251,
1390,
1481,
1732,
1924,
5757,
3093,
1927,
1952,
1797,
13161,
6947,
3121,
2681,
2179,
2396,
2528,
2449,
2200,
6537,
11943,
4627,
4197,
24681,
16747,
6074,
3470,
2564,
2164,
2030,
1657,
1738,
1399,
1347,
1611,
1410,
1644,
2701,
1529,
1607,
2261,
1457,
1285,
1251,
997,
1312,
1890,
1360,
1200,
1244,
1000,
958,
1085,
976,
1045,
2301,
1740,
1243,
1144,
1091,
1512,
1463,
1100,
1030,
912,
1242,
1093,
1143,
1668,
1075,
1277,
1201,
1355,
941,
1056,
1352,
1529,
1332,
1443,
1311,
1187,
1145,
1028,
1034,
1293,
1349,
1740,
1779,
3441,
6236,
2645,
3637,
2941,
2544,
2309,
1875,
1655,
1548,
1646,
1468,
1277,
1786,
1650,
1612,
1474,
1489,
1384,
1095,
1216,
1330,
1157,
1236,
1285,
1254,
2354,
2413,
1786,
2297,
2118,
1794,
2821,
2272,
1735,
1546,
1335,
1505,
1306,
1476,
1249,
1449,
1345,
1840,
1702,
2120,
1335,
1159,
1486,
1271,
1231,
1289,
1444,
1220,
2347,
2289,
2945,
3952,
5250,
3030,
13729,
9071,
6856,
3972,
2610,
5240,
5080,
3075,
2721,
2450,
2774,
6470,
3180,
2242,
2684,
1845,
1972,
1930,
1569,
1688,
1757,
1381,
1570,
1639,
1574,
3032
] |
[
2020,
1385,
1640,
1311,
1216,
1232,
1253,
1221,
1005,
1045,
1171,
2570,
1589,
1140,
1172,
1043,
951,
1056,
1228,
1085,
1307,
1624,
1168,
1028,
961,
1074,
1633,
1393,
1001,
757,
1155,
978,
945,
895,
1355,
918,
1700,
1412,
1140,
3021,
3462,
1621,
1131,
1118,
1132,
1024,
1395,
1284,
1178,
1345,
1107,
1283,
1390,
1644,
1616,
1298,
1159,
1572,
1675,
1247,
2616,
1907,
1229,
3627,
2122,
1719,
1542,
1263,
1558,
1399,
2028,
1506,
1301,
1285,
1336,
1669,
2035,
1661,
1880,
3350,
3470,
2724,
1749,
1392,
1841,
1425,
1355,
1171,
2009,
2009,
2053,
2094,
1371,
1052,
931,
1245
] |
[
"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: 181.26%",
"予測される変化率: [カラム_0] 予測される変化率: -38.37%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.49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: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 181.26%",
"Forecasted change rate: [column_0] Forecasted change rate: -38.37%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.49 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 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 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 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 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 92.",
"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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
417,
720,
372,
420,
435,
363,
392,
335,
458,
355,
557,
456,
385,
483,
384,
465,
454,
483,
600,
463,
453,
447,
537,
425,
666,
707,
934,
646,
553,
472,
461,
522,
504,
395,
477,
542,
595,
537,
1068,
751,
492,
503,
563,
797,
596,
655,
594,
546,
542,
723,
570,
544,
468,
646,
558,
483,
565,
487,
418,
843,
554,
513,
377,
385,
385,
453,
489,
566,
1056,
481,
561,
980,
563,
650,
762,
633,
429,
510,
481,
400,
534,
596,
572,
451,
530,
501,
406,
581,
663,
532,
545,
545,
571,
457,
564,
796,
571,
547,
637,
522,
448,
601,
786,
693,
659,
769,
693,
495,
443,
536,
482,
631,
558,
556,
493,
482,
549,
579,
512,
574,
548,
520,
507,
641,
705,
516,
626,
562,
529,
641,
785,
788,
558,
792,
599,
529,
853,
795,
696,
615,
778,
657,
603,
785,
2471,
1279,
1166,
749,
863,
601,
796,
887,
844,
715,
663,
626,
507,
662,
739,
1025,
733,
695,
696,
523,
750,
884,
682,
610,
820,
747,
625,
658,
833,
685,
694,
917,
744,
983,
817,
1298,
1065,
1111,
792,
716,
910,
875,
992,
672,
701,
782,
681,
700,
815,
927,
754,
1079,
868,
731,
768,
874,
1002,
939,
798,
903,
781,
740,
827,
1297,
715,
716,
830,
701,
725,
779,
1205,
6073,
1773,
1058,
1523,
1916,
1060,
1475,
882,
906,
895,
777,
698,
4356,
1311,
804,
849,
843,
765,
831,
1000,
1257,
925,
830,
948,
770,
844,
720,
1048,
748,
942,
1127,
980,
887,
973,
1393,
1066,
841,
1112,
954,
695,
802,
1062,
760,
741,
1003,
656,
653,
714,
1231,
920,
808,
900,
772,
681,
756,
926,
2066,
929,
861,
945,
728,
667,
703,
898,
632,
738,
640,
766,
612,
686,
730,
663,
717,
640,
646,
668,
758,
760,
739,
940,
862,
2152,
907,
826,
781,
756,
806,
714,
788,
907,
1041,
1133,
750,
716,
713,
695,
686,
1009,
836,
697,
787,
742,
611,
693,
744,
1247,
1441,
846,
1259,
842,
980,
1041,
791,
911,
1186,
802,
659,
954,
970,
740,
729,
954,
696,
562,
739,
815,
657,
694,
736,
694,
561,
1194,
939,
718,
713,
935,
610,
522,
526,
725,
514,
471,
510,
445,
462,
519,
498,
418,
382,
483,
387,
355,
630,
480,
367,
511,
397,
315,
563,
616,
479,
484,
3293,
1121,
965,
1320,
621,
611,
488,
737,
550,
503,
542,
557,
597,
482,
516,
583,
621,
789,
484,
672,
498,
492,
546,
574,
693,
551,
487,
450,
447,
516,
386,
384,
1034,
495,
571,
441,
451,
448,
411,
405,
455,
464,
437,
446,
2061,
554,
508,
563,
409,
466,
477,
431,
406,
534,
609,
503,
461,
482,
625,
530,
678,
873,
761,
568,
739,
1570,
660,
876,
973,
6214,
1128,
742,
550,
485,
663,
826,
853,
805,
793,
680,
624,
651,
1154,
745,
812,
766,
838,
728,
726,
955,
945,
709,
826,
741,
702,
807,
931,
801,
717,
577,
689,
596,
859,
1067,
671,
658,
650,
773,
726,
1018,
881,
790,
1426,
949,
979,
876,
1040,
1973,
1371,
4664,
9774,
4608,
3621,
2862,
2735,
2212,
1544,
1660,
1647,
2047,
1868,
1696,
1451,
1891,
2163
] |
[
1094,
1247,
2102,
1968,
1302,
912,
1095,
897,
827,
910,
1107,
849,
748,
839,
810,
892,
938,
1056,
891,
899,
772,
637,
684,
693,
775,
780,
898,
688,
697,
710,
790,
774,
815,
744,
852,
823,
748,
892,
852,
991,
860,
914,
758,
731,
847,
1235,
946,
821,
1300,
1017,
851,
1065,
1666,
1188,
1182,
1320,
2138,
4934,
4201,
8906,
2616,
2347,
2061,
2016,
1797,
2490,
3948,
2014,
1883,
3195,
2392,
2049,
3203,
4240,
2099,
1962,
1851,
1934,
1813,
2432,
3147,
1943,
1536,
1389,
1489,
1334,
1733,
2038,
1415,
1374,
1403,
1277,
1210,
1210,
1962,
1266
] |
[
"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: 418.71%",
"予測される変化率: [カラム_0] 予測される変化率: 15.72%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.88倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 418.71%",
"Forecasted change rate: [column_0] Forecasted change rate: 15.72%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.88 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 26 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 26.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
226,
223,
223,
190,
199,
375,
326,
329,
451,
261,
420,
641,
926,
418,
320,
560,
301,
260,
290,
238,
450,
452,
315,
231,
287,
631,
1382,
648,
397,
330,
256,
299,
216,
215,
241,
193,
271,
248,
820,
421,
183,
218,
550,
362,
285,
223,
185,
204,
207,
278,
283,
269,
251,
2270,
848,
605,
512,
802,
1270,
5550,
8281,
3466,
1516,
964,
796,
596,
687,
516,
453,
413,
616,
1479,
1104,
1859,
1048,
673,
858,
3086,
2200,
898,
4986,
2360,
951,
1034,
814,
506,
453,
4321,
3708,
1715,
3370,
2494,
1160,
829,
1471,
6240,
1558,
821,
3788,
1218,
781,
1022,
897,
566,
758,
464,
460,
505,
565,
674,
770,
1495,
620,
399,
373,
1579,
854,
518,
1984,
1429,
697,
1470,
777,
449,
355,
464,
22247,
6325,
2750,
3723,
1684,
896,
1177,
1212,
912,
1719,
1391,
1345,
1233,
8810,
2042,
734,
652,
756,
619,
481,
3348,
2818,
1121,
786,
3732,
1846,
1339,
1859,
1141,
718,
808,
1707,
932,
576,
558,
609,
617,
575,
1045,
700,
897,
1185,
735,
527,
528,
1516,
789,
625,
527,
534,
498,
484,
619,
562,
690,
1423,
1861,
1208,
922,
1152,
883,
663,
545,
549,
571,
529,
592,
539,
416,
403,
414,
361,
401,
562,
622,
560,
517,
590,
485,
2103,
1100,
762,
610,
479,
535,
1393,
1074,
1206,
1390,
788,
751,
864,
627,
549,
3049,
1641,
1021,
1018,
849,
574,
460,
699,
868,
704,
656,
670,
534,
606,
1145,
890,
930,
2436,
1138,
531,
526,
3237,
1554,
768,
654,
884,
555,
407,
793,
784,
576,
466,
484,
446,
407,
2186,
2211,
1112,
898,
86027,
43561,
8935,
5368,
3545,
2578,
1905,
1708,
1498,
1824,
1887,
1343,
1252,
3521,
3481,
1498,
1245,
1399,
1144,
1068,
2561,
1385,
856,
710,
921,
804,
797,
878,
1189,
864,
770,
1044,
871,
600,
884,
607,
499,
472,
725,
718,
919,
1202,
13210,
2862,
1146,
1251,
1031,
884,
7889,
2170,
918,
654,
3276,
4007,
2816,
3185,
1620,
1792,
1603,
1863,
1788,
1174,
1045,
999,
717,
719,
2191,
3417,
11571,
3337,
1776,
1354,
1155,
1634,
1027,
2565,
1896,
1868,
1645,
1445,
2252,
1793,
2087,
1517,
1724,
1849,
27281,
7564,
2717,
2451,
1838,
27088,
6005,
1870,
1925,
21170,
3235,
1669,
1377,
1013,
823,
1323,
18552,
2533,
1293,
1201,
1457,
1253,
1355,
12319,
3178,
1544,
1533,
4721,
2497,
1948,
55433,
7926,
2569,
1845,
1513,
1427,
1398,
1300,
1114,
956,
1168,
1391,
1198,
1509,
1360,
1254,
1694,
1571,
2092,
1264,
1452,
1614,
1126,
1640,
1683,
1893,
1036,
949,
1413,
1177,
1090,
900,
762,
702,
806,
1660,
865,
673,
1361,
1036,
889,
979,
710,
541,
514,
522,
604,
945,
967,
726,
628,
766,
772,
780,
611,
591,
593,
661,
591,
535,
490,
836,
804,
635,
582,
1224,
1139,
680,
598,
904,
709,
431,
424,
560,
484,
445,
826,
573,
416,
513,
784,
846,
577,
843,
791,
632,
882,
771,
611,
733,
664,
651,
677,
576,
476,
497,
482,
866,
721,
735,
823,
724,
560,
483,
1023,
705,
998,
605,
684,
632,
675,
667,
664,
477,
635,
546,
433,
337,
620,
514,
430,
421,
501,
537,
781,
597,
477,
420,
377,
408,
385,
385,
661,
722,
448,
531,
697
] |
[
490,
428,
522,
550,
361,
336,
300,
323,
403,
482,
396,
325,
562,
493,
398,
323,
556,
541,
481,
409,
335,
379,
392,
494,
609,
454,
536,
717,
526,
555,
474,
457,
515,
489,
537,
456,
551,
510,
490,
551,
532,
533,
535,
509,
521,
550,
468,
419,
447,
470,
565,
585,
645,
526,
484,
470,
560,
608,
540,
531,
421,
386,
420,
395,
416,
670,
600,
515,
508,
421,
401,
394,
612,
600,
427,
582,
717,
571,
433,
518,
635,
514,
660,
1971,
1045,
685,
925,
690,
463,
517,
703,
478,
408,
2099,
1323,
574
] |
[
"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: 208.41%",
"予測される変化率: [カラム_0] 予測される変化率: 17.14%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.09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: 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: upward",
"Historical change rate: [column_0] Historical change rate: 208.41%",
"Forecasted change rate: [column_0] Forecasted change rate: 17.14%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.09 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 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 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 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 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
259,
258,
249,
397,
430,
272,
334,
317,
265,
328,
2813,
714,
369,
323,
237,
195,
206,
1983,
699,
414,
256,
258,
248,
222,
410,
518,
245,
244,
263,
298,
767,
491,
367,
564,
657,
423,
536,
424,
1283,
433,
267,
283,
281,
322,
339,
691,
650,
383,
432,
337,
487,
356,
742,
467,
293,
256,
239,
287,
334,
344,
285,
184,
200,
184,
168,
238,
402,
449,
255,
214,
4896,
394,
352,
440,
367,
195,
158,
204,
172,
517,
251,
220,
153,
209,
233,
272,
346,
411,
332,
158,
160,
257,
173,
147,
251,
270,
170,
278,
424,
327,
505,
5132,
1270,
371,
248,
243,
205,
229,
291,
294,
245,
240,
241,
471,
343,
390,
321,
256,
288,
257,
208,
230,
262,
230,
200,
252,
238,
301,
446,
573,
569,
248,
204,
228,
202,
297,
229,
360,
369,
463,
805,
1280,
1607,
2177,
2429,
10027,
4221,
1962,
1516,
1640,
5348,
3201,
1603,
1378,
1234,
1408,
1373,
1840,
2181,
922,
865,
5238,
1100,
1037,
1112,
1129,
1296,
828,
757,
691,
698,
1185,
1554,
981,
929,
1026,
891,
1718,
1937,
1602,
1299,
1376,
8843,
1711,
2018,
2170,
1784,
839,
678,
9671,
1738,
943,
1092,
1057,
544,
470,
574,
581,
12899,
2382,
1437,
690,
620,
575,
746,
577,
869,
739,
494,
327,
641,
766,
663,
772,
842,
437,
447,
399,
376,
649,
843,
780,
483,
467,
387,
390,
419,
522,
571,
359,
325,
350,
317,
609,
664,
660,
2560,
987,
851,
1346,
5521,
3582,
2314,
1228,
1096,
727,
615,
800,
4608,
7612,
1555,
736,
546,
416,
439,
479,
462,
328,
270,
336,
285,
360,
390,
447,
249,
193,
304,
215,
265,
395,
412,
363,
227,
261,
215,
261,
356,
302,
237,
227,
229,
264,
273,
371,
300,
221,
192,
277,
265,
253,
362,
347,
198,
206,
187,
257,
346,
318,
338,
254,
242,
238,
208,
202,
359,
342,
209,
185,
179,
258,
226,
293,
233,
171,
188,
173,
195,
219,
301,
239,
224,
138,
152,
132,
137,
256,
284,
236,
158,
193,
156,
161,
333,
519,
307,
236,
503,
458,
26965,
4548,
1457,
713,
468,
459,
389,
346,
462,
471,
280,
261,
259,
255,
282,
429,
309,
232,
171,
190,
200,
238,
215,
220,
166,
158,
284,
212,
217,
207,
251,
210,
202,
191,
162,
181,
400,
221,
241,
243,
215,
223,
248,
217,
371,
191,
183,
209,
214,
780,
351,
434,
272,
209,
276,
311,
306,
756,
457,
360,
222,
248,
267,
222,
221,
259,
243,
231,
215,
253,
247,
255,
278,
265,
231,
296,
246,
1591,
1079,
537,
465,
422,
332,
289,
279,
472,
385,
456,
267,
255,
303,
447,
588,
2606,
723,
345,
334,
300,
269,
915,
528,
340,
316,
14529,
2288,
809,
730,
742,
382,
387,
346,
330,
321,
425,
481,
224,
238,
228,
228,
314,
451,
457,
553,
447,
397,
304,
276,
463,
425,
293,
329,
8224,
1391,
664,
584,
593,
324,
297,
364,
281,
276,
349,
411,
292,
296,
341,
334,
274,
869,
395,
254,
454,
1298,
1108,
358,
412,
488,
252,
570,
249,
388,
639,
903,
767,
467,
376,
4248,
1174,
435,
435,
424,
264,
221,
231
] |
[
421,
306,
355,
394,
271,
200,
217,
274,
289,
451,
490,
244,
235,
214,
230,
290,
334,
305,
236,
325,
290,
291,
266,
343,
361,
289,
441,
403,
333,
344,
483,
511,
543,
470,
386,
416,
401,
875,
704,
369,
305,
301,
286,
302,
441,
412,
248,
225,
204,
202,
10365,
1888,
4721,
668,
368,
306,
277,
299,
514,
418,
299,
253,
255,
239,
241,
399,
327,
167,
202,
180,
188,
315,
1015,
612,
263,
239,
308,
296,
267,
439,
362,
304,
278,
275,
1150,
392,
745,
778,
670,
671,
820,
19739,
3220,
6583,
4792,
1733
] |
[
"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: -10.81%",
"予測される変化率: [カラム_0] 予測される変化率: 311.64%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.38倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: -10.81%",
"Forecasted change rate: [column_0] Forecasted change rate: 311.64%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.38 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 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 72 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 78 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 72.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 78."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
142,
263,
128,
141,
109,
167,
186,
177,
187,
250,
131,
229,
382,
1035,
5634,
2099,
677,
294,
311,
406,
281,
277,
260,
186,
119,
148,
177,
135,
176,
165,
189,
95,
95,
145,
219,
195,
188,
107,
92,
110,
321,
273,
204,
159,
194,
89,
143,
194,
178,
234,
172,
161,
138,
159,
197,
235,
227,
224,
211,
182,
192,
271,
208,
220,
227,
190,
116,
302,
208,
237,
232,
165,
179,
121,
257,
152,
197,
209,
152,
121,
137,
184,
132,
162,
161,
161,
161,
111,
134,
260,
173,
114,
199,
206,
163,
190,
250,
196,
172,
187,
219,
120,
171,
214,
238,
212,
230,
135,
154,
155,
164,
162,
165,
240,
134,
142,
217,
231,
199,
234,
167,
148,
191,
207,
224,
212,
232,
199,
169,
172,
194,
203,
272,
217,
201,
132,
126,
198,
185,
169,
234,
187,
160,
173,
224,
215,
258,
174,
223,
184,
112,
212,
231,
206,
171,
197,
196,
141,
136,
194,
185,
167,
160,
209,
168,
167,
200,
209,
219,
164,
117,
112,
103,
171,
146,
154,
112,
44,
98,
81,
180,
152,
142,
135,
126,
119,
223,
203,
213,
172,
161,
161,
129,
156,
182,
175,
182,
152,
190,
135,
143,
189,
150,
173,
175,
171,
115,
120,
160,
240,
170,
177,
179,
147,
218,
169,
170,
198,
161,
114,
40,
51,
80,
62,
85,
125,
171,
127,
121,
178,
179,
217,
252,
179,
163,
217,
246,
247,
247,
192,
165,
186,
138,
177,
201,
233,
191,
183,
177,
179,
218,
319,
271,
226,
225,
212,
206,
314,
474,
369,
215,
258,
236,
171,
266,
186,
207,
187,
114,
125,
117,
159,
210,
188,
205,
262,
211,
164,
359,
630,
428,
453,
318,
221,
267,
432,
471,
443,
323,
246,
335,
221,
273,
245,
278,
279,
220,
163,
189,
258,
219,
235,
208,
193,
135,
160,
159,
199,
237,
259,
198,
121,
181,
164,
227,
184,
221,
231,
112,
211,
203,
151,
188,
178,
160,
132,
113,
225,
179,
189,
159,
161,
159,
232,
201,
173,
210,
204,
166,
87,
115,
240,
261,
179,
120,
159,
137,
124,
173,
183,
207,
170,
187,
159,
120,
295,
216,
243,
179,
173,
121,
203,
168,
242,
208,
156,
134,
187,
177,
198,
303,
217,
311,
251,
171,
334,
498,
1386,
6125,
2243,
1065,
449,
354,
454,
340,
304,
307,
242,
182,
135,
200,
191,
232,
268,
161,
121,
97,
184,
168,
232,
171,
210,
178,
167,
472,
246,
277,
249,
169,
116,
136,
204,
218,
216,
278,
197,
117,
134,
222,
168,
169,
244,
136,
108,
134,
217,
197,
241,
234,
190,
122,
191,
200,
251,
204,
203,
179,
167,
194,
233,
232,
268,
135,
116,
142,
198,
210,
213,
222,
202,
159,
208,
236,
240,
207,
245,
207,
174,
176,
201,
216,
227,
218,
220,
215,
118,
128,
152,
192,
195,
213,
181,
132,
197,
247,
231,
345,
140,
139,
150,
220,
234,
188,
191,
212,
135,
173,
215,
229,
211,
199,
190,
168,
161,
210,
228,
239,
197,
200,
155,
135,
179,
227,
195,
222,
192,
180,
174,
221,
252,
256,
213
] |
[
200,
171,
164,
232,
210,
272,
258,
217,
128,
123,
183,
267,
201,
193,
173,
186,
152,
224,
181,
212,
232,
196,
168,
111,
193,
194,
158,
122,
120,
133,
76,
63,
107,
107,
184,
143,
141,
87,
116,
225,
285,
227,
219,
184,
179,
210,
244,
199,
178,
181,
175,
89,
173,
248,
191,
229,
180,
185,
117,
154,
204,
191,
163,
188,
86,
61,
131,
147,
103,
185,
220,
212,
156,
278,
236,
290,
319,
236,
252,
178,
189,
234,
263,
344,
291,
266,
167,
230,
324,
324,
253,
285,
251,
197,
239,
310
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 50.00%",
"予測される変化率: [カラム_0] 予測される変化率: 55.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.57倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 50個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 50.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 55.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.57 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 50",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
6,
9,
4,
5,
2,
5,
3,
5,
5,
6,
4,
5,
7,
4,
2,
9,
8,
4,
14,
1,
5,
6,
2,
6,
0,
4,
4,
5,
6,
3,
0,
2,
2,
4,
1,
2,
1,
0,
4,
5,
3,
2,
1,
5,
2,
2,
5,
1,
3,
3,
6,
2,
5,
7,
3,
4,
2,
6,
3,
6,
3,
3,
1,
7,
1,
6,
2,
4,
1,
5,
6,
2,
7,
2,
5,
11,
8,
7,
6,
6,
16,
3,
9,
7,
10,
9,
8,
6,
5,
4,
5,
4,
5,
5,
4,
9,
7,
4,
9,
7,
10,
6,
21,
6,
5,
8,
9,
3,
4,
7,
11,
15,
8,
4,
7,
10,
3,
5,
11,
11,
3,
7,
5,
7,
7,
6,
6,
8,
9,
5,
4,
5,
7,
5,
6,
6,
3,
9,
5,
9,
8,
7,
7,
8,
3,
6,
6,
4,
5,
7,
8,
3,
1,
8,
7,
4,
6,
11,
6,
7,
4,
5,
9,
9,
13,
17,
3,
9,
9,
8,
8,
11,
12,
5,
7,
9,
10,
8,
12,
10,
6,
5,
6,
6,
8,
12,
37,
12,
5,
13,
10,
7,
9,
8,
5,
6,
8,
14,
5,
8,
8,
9,
6,
7,
8,
16,
11,
19,
8,
17,
8,
17,
11,
8,
10,
9,
8,
38,
48,
28,
14,
11,
6,
6,
29,
11,
21,
12,
5,
19,
12,
16,
13,
12,
9,
6,
10,
8,
32,
10,
12,
10,
17,
19,
22,
18,
5,
10,
10,
10,
8,
4,
11,
5,
11,
15,
28,
11,
29,
14,
11,
10,
17,
14,
9,
7,
14,
4,
10,
11,
7,
8,
7,
13,
4,
9,
11,
8,
12,
9,
18,
10,
6,
12,
8,
5,
4,
10,
2,
10,
6,
7,
14,
13,
4,
7,
8,
12,
8,
11,
4,
8,
7,
7,
13,
6,
6,
8,
6,
4,
9,
9,
4,
10,
7,
8,
8,
9,
6,
5,
8,
13,
7,
6,
11,
12,
8,
7,
5,
8,
6,
8,
10,
5,
5,
9,
8,
10,
8,
8,
11,
9,
4,
8,
10,
7,
13,
5,
9,
13,
13,
9,
6,
11,
9,
8,
4,
6,
11,
5,
7,
3,
8,
6,
7,
4,
8,
11,
4,
10,
40,
15,
9,
13,
10,
9,
6,
7,
13,
8,
6,
9,
4,
5,
8,
6,
4,
7,
6,
13,
5,
7,
9,
10,
10,
6,
5,
3,
9,
5,
5,
7,
10,
5,
7,
5,
12,
0,
10,
11,
7,
9,
7,
7,
7,
3,
18,
8,
9,
6,
10,
7,
7,
12,
6,
6,
4,
5,
7,
4,
9,
10,
3,
8,
3,
7,
10,
10,
8,
5,
22,
7,
4,
7,
10,
9,
5,
1,
4,
6,
11,
7,
13,
5,
4,
10,
8,
5,
15,
8,
6,
5,
7,
4,
5,
7,
6,
9,
23,
5,
10,
3,
11,
22,
16,
15,
41,
32,
7,
17,
9,
9,
8,
12,
7,
8,
14,
4,
3,
12,
9,
2,
2,
12,
16,
11,
8,
7,
7,
5,
13,
7,
3,
6,
13,
5,
4,
9,
8,
8,
4,
5
] |
[
7,
8,
8,
6,
4,
2,
7,
7,
7,
9,
4,
0,
2,
5,
14,
4,
5,
5,
9,
4,
3,
9,
7,
9,
3,
3,
4,
5,
10,
6,
31,
9,
4,
9,
6,
9,
4,
6,
10,
5,
5,
5,
5,
7,
18,
10,
4,
8,
7,
4,
15,
10,
0,
4,
9,
11,
2,
8,
9,
5,
2,
20,
4,
7,
6,
12,
6,
5,
4,
4,
7,
22,
8,
6,
3,
12,
15,
7,
6,
16,
6,
7,
11,
9,
8,
4,
13,
5,
3,
5,
13,
10,
5,
12,
12,
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: -16.67%",
"予測される変化率: [カラム_0] 予測される変化率: -57.14%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.67倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 46個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の6番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -16.67%",
"Forecasted change rate: [column_0] Forecasted change rate: -57.14%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.67 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 46",
"First turning point: [column_0] First turning point: at data point 6 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 34 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 34.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
[
15,
35,
24,
25,
41,
22,
23,
30,
23,
38,
47,
36,
27,
3,
12,
27,
22,
18,
9,
14,
25,
18,
7,
5,
4,
9,
22,
6,
13,
8,
12,
11,
7,
1,
11,
9,
7,
10,
2,
3,
5,
13,
4,
9,
4,
8,
11,
9,
6,
12,
10,
7,
12,
5,
9,
9,
4,
7,
10,
11,
6,
7,
7,
10,
8,
4,
7,
7,
6,
5,
7,
4,
5,
5,
1,
7,
8,
13,
10,
6,
7,
8,
9,
10,
40,
8,
8,
13,
7,
6,
15,
10,
9,
15,
12,
11,
7,
8,
17,
5,
9,
16,
7,
4,
9,
23,
6,
9,
8,
6,
6,
8,
10,
11,
9,
9,
12,
4,
4,
8,
6,
5,
8,
8,
5,
10,
4,
4,
4,
9,
10,
9,
9,
6,
4,
3,
11,
4,
6,
4,
5,
11,
11,
15,
9,
4,
9,
9,
6,
14,
12,
11,
6,
9,
14,
13,
18,
10,
8,
7,
9,
13,
31,
12,
11,
15,
5,
17,
8,
9,
7,
11,
16,
57,
12,
13,
15,
18,
11,
8,
8,
11,
6,
6,
12,
14,
12,
13,
19,
19,
11,
6,
6,
17,
15,
5,
19,
7,
5,
8,
9,
7,
16,
12,
13,
10,
10,
15,
9,
4,
11,
18,
11,
5,
12,
10,
11,
10,
10,
5,
6,
3,
6,
6,
18,
17,
9,
5,
16,
14,
10,
15,
10,
17,
9,
9,
10,
6,
12,
54,
28,
22,
12,
9,
16,
10,
15,
31,
27,
12,
6,
5,
7,
9,
10,
7,
12,
8,
18,
10,
16,
32,
80,
146,
64,
51,
115,
66,
31,
32,
36,
88,
128,
44,
21,
15,
104,
135,
123,
119,
141,
23,
46,
30,
34,
29,
17,
18,
21,
13,
15,
16,
24,
15,
21,
21,
11,
16,
20,
24,
19,
13,
12,
13,
12,
10,
12,
16,
36,
15,
21,
14,
14,
10,
28,
15,
16,
6,
16,
11,
12,
10,
7,
17,
15,
15,
17,
10,
6,
13,
10,
7,
10,
27,
14,
12,
27,
19,
9,
29,
8,
15,
13,
13,
16,
15,
16,
8,
22,
12,
29,
5,
15,
19,
8,
11,
16,
9,
11,
16,
17,
10,
19,
9,
8,
6,
9,
11,
27,
11,
11,
31,
16,
16,
11,
14,
10,
12,
12,
22,
23,
46,
20,
18,
16,
13,
16,
22,
19,
25,
19,
19,
22,
26,
22,
13,
13,
9,
12,
8,
13,
11,
11,
6,
12,
4,
13,
20,
13,
11,
8,
14,
11,
9,
12,
11,
10,
17,
10,
8,
11,
4,
15,
39,
13,
30,
8,
14,
3,
19,
9,
8,
10,
7,
38,
8,
12,
14,
4,
7,
9,
13,
11,
18,
16,
12,
12,
6,
5,
15,
12,
14,
15,
21,
39,
11,
9,
11,
14,
11,
9,
7,
13,
22,
12,
10,
15,
24,
11,
9,
9,
24,
22,
10,
33,
15,
13,
35,
11,
15,
7,
14,
19,
8,
7,
14,
8,
17,
6,
8,
34,
33,
63,
8,
12,
10,
10,
8,
10,
7,
14,
13,
5,
4,
16,
5,
11,
10,
11,
11,
10,
7
] |
[
13,
13,
20,
15,
15,
18,
16,
20,
15,
18,
10,
16,
6,
14,
11,
12,
13,
9,
18,
17,
18,
14,
13,
19,
33,
22,
14,
15,
22,
18,
20,
12,
10,
13,
24,
33,
29,
28,
20,
12,
16,
5,
19,
12,
14,
10,
12,
10,
7,
18,
16,
19,
22,
8,
21,
8,
17,
23,
14,
13,
15,
11,
7,
14,
14,
13,
13,
11,
45,
10,
17,
11,
19,
8,
11,
41,
6,
16,
15,
15,
12,
17,
12,
12,
22,
9,
17,
9,
17,
36,
26,
17,
65,
24,
27,
12
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -53.33%",
"予測される変化率: [カラム_0] 予測される変化率: -7.69%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.03倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 64個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -53.33%",
"Forecasted change rate: [column_0] Forecasted change rate: -7.69%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.03 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 64",
"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 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
5,
4,
8,
5,
5,
4,
4,
4,
6,
5,
4,
8,
5,
7,
6,
4,
5,
11,
18,
6,
4,
16,
12,
9,
5,
4,
8,
8,
12,
22,
13,
3,
9,
9,
15,
17,
12,
6,
11,
11,
12,
5,
11,
20,
15,
9,
13,
13,
12,
16,
14,
10,
7,
8,
7,
43,
17,
23,
17,
21,
15,
9,
10,
8,
13,
15,
16,
11,
7,
6,
9,
11,
13,
8,
30,
22,
8,
10,
10,
9,
7,
16,
8,
18,
5,
19,
32,
22,
24,
12,
15,
11,
14,
15,
14,
26,
30,
20,
13,
16,
14,
9,
3,
18,
13,
11,
13,
13,
15,
10,
16,
8,
11,
7,
4,
8,
10,
4,
6,
10,
9,
7,
9,
11,
6,
5,
7,
5,
57,
21,
9,
8,
8,
12,
21,
7,
15,
22,
11,
15,
6,
9,
11,
15,
11,
7,
5,
6,
6,
41,
14,
17,
15,
9,
11,
10,
12,
9,
18,
3,
9,
11,
13,
15,
16,
30,
23,
22,
22,
5,
30,
5,
13,
22,
17,
8,
18,
20,
8,
17,
12,
19,
17,
18,
20,
23,
32,
9,
14,
22,
21,
12,
7,
13,
15,
14,
19,
11,
13,
19,
10,
41,
18,
11,
12,
22,
13,
20,
11,
15,
9,
5,
4,
13,
12,
7,
9,
8,
11,
18,
12,
11,
15,
21,
16,
8,
28,
12,
31,
7,
18,
5,
21,
12,
8,
11,
22,
12,
11,
7,
23,
36,
15,
15,
46,
13,
10,
8,
8,
10,
12,
13,
6,
10,
14,
7,
14,
16,
13,
6,
5,
83,
9,
13,
15,
8,
1,
9,
17,
14,
10,
13,
17,
7,
6,
11,
17,
10,
7,
10,
7,
4,
15,
86,
18,
18,
5,
8,
15,
12,
11,
9,
9,
14,
23,
17,
10,
9,
21,
10,
8,
4,
8,
11,
11,
10,
2,
4,
7,
5,
11,
3,
437,
752,
543,
423,
279,
395,
465,
16087,
5778,
1699,
803,
452,
566,
438,
425,
254,
163,
197,
171,
135,
157,
148,
84,
125,
99,
86,
82,
74,
93,
34,
40,
43,
38,
36,
46,
49,
27,
38,
33,
18,
30,
30,
37,
14,
18,
17,
25,
27,
34,
29,
26,
19,
19,
15,
14,
40,
17,
28,
34,
29,
29,
31,
32,
42,
26,
45,
35,
30,
20,
25,
25,
16,
24,
27,
12,
22,
179,
217,
70,
31,
24,
17,
25,
42,
26,
16,
21,
18,
20,
24,
20,
15,
11,
23,
30,
18,
22,
14,
35,
30,
23,
32,
18,
16,
23,
27,
27,
21,
21,
9,
8,
14,
25,
16,
10,
8,
14,
19,
13,
22,
13,
25,
10,
17,
16,
12,
19,
17,
10,
9,
15,
35,
35,
40,
20,
20,
11,
14,
20,
30,
16,
19,
16,
6,
14,
18,
24,
30,
39,
19,
9,
19,
13,
75,
34,
17,
18,
19,
19,
15,
32,
32,
37,
18,
21,
20,
15,
21,
19,
8,
22,
12,
9,
11,
17,
27,
13,
13,
14,
10,
18,
17,
19,
12,
9,
10,
11,
19,
19,
32,
12,
15,
6,
17,
17,
22,
39,
27,
7,
14
] |
[
17,
24,
25,
19,
19,
22,
23,
8,
10,
5,
25,
16,
11,
24,
35,
10,
13,
29,
13,
13,
23,
11,
24,
14,
21,
3,
13,
20,
21,
15,
21,
29,
52,
35,
25,
29,
30,
38,
38,
27,
50,
10,
28,
21,
18,
27,
11,
20,
17,
16,
20,
21,
28,
13,
15,
13,
22,
14,
12,
37,
10,
13,
11,
7,
22,
31,
11,
12,
13,
32,
18,
9,
21,
29,
11,
10,
14,
15,
29,
12,
25,
14,
9,
8,
15,
14,
14,
15,
14,
31,
16,
17,
15,
19,
25,
18
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 180.00%",
"予測される変化率: [カラム_0] 予測される変化率: 5.88%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の10.21倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 180.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 5.88%",
"Volatility: [column_0] Volatility: high (standard deviation is 10.21 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 70 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 70.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
116,
128,
104,
57,
61,
72,
103,
161,
106,
217,
105,
269,
373,
328,
882,
742,
763,
439,
268,
311,
272,
937,
3763,
1557,
344,
297,
504,
701,
563,
335,
172,
128,
112,
140,
121,
126,
142,
188,
405,
272,
255,
213,
152,
124,
80,
56,
85,
104,
84,
92,
81,
133,
93,
103,
92,
93,
74,
102,
61,
52,
378,
214,
193,
109,
72,
115,
64,
105,
109,
85,
93,
57,
59,
42,
41,
42,
51,
68,
66,
52,
36,
59,
76,
51,
74,
60,
53,
36,
34,
72,
87,
85,
59,
54,
31,
57,
60,
46,
63,
54,
26,
23,
36,
66,
34,
35,
25,
22,
28,
45,
42,
28,
26,
22,
27,
23,
25,
37,
47,
45,
52,
95,
40,
36,
30,
42,
46,
43,
47,
34,
20,
50,
42,
37,
48,
31,
26,
27,
40,
24,
14,
51,
25,
19,
16,
28,
27,
23,
36,
24,
20,
24,
19,
17,
52,
35,
25,
38,
28,
35,
18,
40,
22,
34,
12,
13,
26,
30,
17,
24,
15,
18,
31,
498,
194,
66,
35,
16,
26,
46,
25,
28,
25,
41,
16,
18,
26,
31,
37,
33,
38,
25,
20,
29,
36,
25,
43,
37,
41,
27,
25,
41,
46,
20,
40,
149,
31,
32,
50,
34,
30,
22,
25,
18,
27,
35,
40,
29,
41,
24,
26,
26,
28,
55,
48,
30,
27,
18,
33,
27,
86,
45,
33,
47,
35,
41,
50,
72,
52,
185,
68,
49,
44,
43,
52,
57,
67,
54,
34,
27,
66,
77,
123,
84,
54,
111,
50,
87,
75,
107,
89,
84,
77,
1174,
447,
173,
181,
102,
193,
103,
132,
161,
190,
133,
187,
180,
145,
208,
253,
166,
209,
225,
290,
279,
180,
301,
450,
446,
405,
238,
206,
276,
344,
279,
257,
247,
219,
289,
465,
328,
264,
233,
221,
182,
216,
209,
203,
210,
148,
131,
112,
84,
166,
312,
337,
272,
254,
218,
156,
134,
148,
184,
175,
200,
142,
132,
184,
245,
169,
355,
163,
194,
108,
138,
152,
191,
219,
227,
133,
203,
197,
200,
133,
196,
117,
133,
168,
144,
160,
189,
159,
142,
285,
119,
123,
165,
161,
362,
165,
176,
272,
184,
218,
358,
1017,
399,
235,
198,
207,
282,
217,
239,
213,
465,
309,
289,
374,
295,
273,
323,
184,
125,
136,
180,
180,
128,
804,
3717,
24621,
1857,
851,
527,
305,
325,
152,
121,
115,
136,
197,
143,
105,
148,
100,
94,
159,
95,
89,
76,
87,
43,
66,
56,
80,
77,
235,
82,
66,
45,
114,
98,
107,
240,
185,
112,
137,
109,
79,
58,
42,
50,
54,
45,
78,
45,
36,
56,
43,
17,
21,
51,
71,
32,
43,
107,
30,
30,
29,
38,
40,
19,
20,
21,
59,
56,
34,
44,
47,
44,
26,
35,
32,
35,
24,
29,
27,
42,
16,
28,
31,
178,
130,
14,
18,
19,
26,
22,
22,
20,
14,
10,
14,
19,
19,
18,
12,
11,
26,
18,
18,
17,
32,
63,
41,
16,
14,
35,
24,
20,
12,
10,
16,
12,
27,
28,
14,
22,
14,
14,
16,
19,
21,
23
] |
[
21,
17,
4,
17,
24,
26,
24,
18,
24,
17,
20,
36,
18,
21,
31,
18,
17,
9,
28,
24,
7,
25,
21,
14,
17,
18,
15,
13,
33,
16,
10,
3,
13,
17,
6,
21,
15,
8,
5,
19,
12,
17,
30,
34,
39,
23,
15,
29,
160,
25,
33,
18,
28,
44,
35,
73,
71,
35,
17,
16,
28,
26,
36,
23,
23,
22,
9,
31,
22,
35,
26,
21,
17,
17,
23,
19,
25,
25,
30,
20,
14,
14,
12,
21,
13,
31,
19,
14,
24,
27,
31,
27,
27,
7,
25,
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: -80.17%",
"予測される変化率: [カラム_0] 予測される変化率: -23.81%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.28倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -80.17%",
"Forecasted change rate: [column_0] Forecasted change rate: -23.81%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.28 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
165,
493,
452,
425,
522,
988,
769,
622,
562,
667,
1221,
1329,
1047,
1239,
1276,
1000,
716,
828,
926,
897,
824,
872,
797,
656,
633,
593,
605,
579,
712,
1017,
688,
624,
563,
458,
712,
746,
739,
507,
436,
409,
370,
433,
534,
411,
398,
501,
381,
364,
370,
399,
343,
375,
303,
272,
369,
293,
296,
232,
382,
337,
271,
345,
245,
324,
327,
414,
579,
349,
366,
462,
348,
366,
314,
342,
287,
273,
224,
252,
277,
241,
221,
240,
239,
210,
166,
233,
282,
235,
206,
178,
168,
237,
221,
199,
231,
234,
237,
233,
507,
567,
431,
368,
388,
357,
321,
302,
451,
416,
275,
291,
329,
221,
289,
357,
245,
317,
297,
287,
230,
275,
315,
344,
283,
362,
720,
493,
708,
563,
416,
347,
325,
334,
261,
318,
528,
724,
523,
491,
459,
427,
478,
443,
388,
369,
346,
306,
373,
438,
388,
336,
296,
282,
278,
280,
384,
279,
236,
295,
277,
213,
288,
358,
274,
236,
307,
285,
265,
426,
297,
299,
250,
324,
251,
222,
355,
380,
274,
235,
353,
445,
237,
268,
492,
408,
256,
279,
414,
389,
400,
380,
416,
407,
402,
548,
390,
389,
478,
423,
520,
444,
429,
320,
341,
410,
424,
297,
353,
344,
335,
366,
397,
283,
248,
250,
232,
262,
248,
313,
242,
251,
262
] |
[
220,
250,
235,
267,
259,
199,
186,
211,
233,
236,
306,
257,
226,
438,
622,
2985,
1495,
1131,
866,
496,
418,
351,
280,
328,
250,
294,
290,
271,
264,
238,
167,
192,
259,
261,
241,
256,
252,
195,
243,
285,
271,
296,
235,
243,
295,
294,
342,
314,
344,
264,
290,
293,
321,
262,
266,
290,
214,
189,
241,
213,
218,
193,
210,
191,
212,
226,
188,
191,
220,
198,
167,
167,
202,
199,
273,
225,
217,
166,
183,
232,
280,
249,
222,
335,
256,
272,
257,
309,
286,
295,
329,
337,
259,
280,
303,
258
] |
[
"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: 58.79%",
"予測される変化率: [カラム_0] 予測される変化率: 17.27%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.32倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 58.79%",
"Forecasted change rate: [column_0] Forecasted change rate: 17.27%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.32 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 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 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"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 shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
[
647,
687,
784,
985,
868,
727,
808,
1503,
865,
721,
831,
907,
877,
672,
708,
828,
687,
520,
599,
760,
570,
618,
727,
425,
492,
481,
486,
448,
466,
629,
459,
421,
508,
397,
512,
504,
560,
460,
523,
580,
532,
636,
604,
681,
662,
626,
846,
659,
601,
508,
569,
532,
635,
613,
484,
562,
652,
574,
528,
610,
609,
492,
471,
485,
543,
848,
731,
951,
735,
645,
658,
621,
770,
1064,
893,
762,
665,
681,
644,
523,
661,
627,
743,
774,
806,
539,
608,
732,
733,
611,
584,
474,
528,
648,
643,
736,
610,
805,
710,
782,
848,
949,
1064,
1091,
1353,
940,
899,
881,
1615,
1595,
1310,
2700,
2422,
1613,
1401,
1475,
1581,
1375,
1433,
1303,
1186,
1128,
1236,
1420,
1141,
1591,
1234,
1210,
1619,
1608,
1805,
1675,
1800,
1924,
1971,
1762,
2237,
2079,
1620,
1973,
2178,
2171,
2733,
2203,
2320,
2901,
2390,
2028,
1957,
1983,
2379,
2348,
2115,
2472,
4134,
3048,
3089,
3170,
3168,
2660,
2741,
2799,
3020,
3786,
3787,
4417,
3950,
4756,
4327,
5194,
34757,
18149,
11877,
10495,
8326,
10032,
6556,
21878,
11627,
8756,
8321,
8341,
7824,
7563,
7521,
8540,
8411,
7696,
6854,
6427,
4712,
4307,
5095,
5477,
4607,
3364,
2873,
2618,
2457,
2568,
2768,
2046,
1935,
1807,
1827,
1676,
1984,
1916,
1427,
1355,
1316,
1218,
1392,
1755,
1505,
1318,
1273,
1123,
1018,
1086,
1266,
1299,
1005,
964,
968,
1187,
910,
1189,
1131,
962,
1108,
880,
801,
831,
997,
1044,
688,
786,
825,
633,
608,
732,
705,
672,
629,
633,
480,
555,
690,
664,
605,
545,
637,
532,
567,
520,
635,
499,
445,
424,
495,
498,
630,
501,
549,
456,
459,
444,
572,
420,
383,
341,
416,
452,
403,
374,
465,
414,
408,
417,
328,
357,
439,
408,
364,
369,
291,
299,
370,
280,
294,
438,
317,
288,
325,
282,
327,
353,
390,
277,
316,
397,
629,
889,
922,
988,
853,
1756,
2255,
2503,
1327,
1238,
1030,
778,
740,
813,
580,
538,
730,
748,
595,
432,
514,
437,
438,
537,
621,
406,
441,
497,
431,
419,
520,
499,
441,
354,
298,
368,
374,
407,
473,
460,
384,
337,
359,
403,
424,
456,
319,
332,
294,
301,
267,
370,
375,
351,
307,
351,
305,
299,
384,
328,
322,
309,
307,
284,
258,
316,
355,
249,
249,
287,
253,
287,
290,
276,
262,
305,
275,
234,
279,
376,
345,
378,
294,
294,
263,
310,
328,
286,
279,
248,
231,
202,
281,
273,
222,
221,
218,
217,
298,
199,
313,
256,
260,
229,
213,
227,
291,
280,
432,
292,
317,
292,
243,
270,
215,
319,
234,
234,
238,
223,
211,
301,
263,
187,
274,
268,
206,
264,
273,
343,
252,
265,
264,
270,
260,
284,
342,
284,
213,
212,
243,
250,
265,
304,
368,
272,
304,
285,
263,
298,
301,
302,
252,
281,
184,
225,
305,
324,
282,
316,
335,
224,
239,
321,
431,
289,
283,
253,
271,
274,
264,
263,
302,
275,
269,
251,
231,
266,
278,
231,
256,
235,
295,
235,
302,
291,
299,
242,
297,
359,
269,
336,
366,
325,
282,
291,
312,
365,
837,
883,
507,
551,
591,
526,
380,
450,
973,
715,
723,
901
] |
[
568,
501,
1797,
1424,
825,
645,
513,
581,
591,
787,
743,
779,
674,
659,
709,
567,
796,
797,
710,
687,
757,
767,
1145,
1672,
1572,
1596,
1318,
1115,
1115,
1440,
1615,
1529,
1144,
1298,
2104,
1624,
1227,
995,
1296,
1276,
1366,
1362,
1143,
1202,
1357,
1478,
1465,
833,
907,
751,
815,
941,
901,
666,
654,
606,
516,
491,
592,
585,
596,
1407,
570,
495,
480,
525,
585,
443,
415,
405,
453,
581,
439,
545,
384,
377,
396,
366,
390,
493,
432,
310,
354,
328,
307,
472,
385,
360,
300,
256,
299,
309,
260,
275,
287,
257
] |
[
"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: 39.26%",
"予測される変化率: [カラム_0] 予測される変化率: -54.75%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.98倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 39.26%",
"Forecasted change rate: [column_0] Forecasted change rate: -54.75%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.98 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 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 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 94.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
14,
22,
29,
26,
26,
29,
20,
15,
23,
31,
36,
43,
25,
22,
22,
18,
21,
32,
42,
35,
27,
23,
23,
17,
42,
44,
34,
37,
15,
30,
27,
43,
43,
25,
27,
20,
31,
17,
61,
70,
38,
46,
40,
44,
32,
61,
47,
42,
32,
39,
19,
37,
46,
53,
34,
21,
30,
37,
16,
29,
28,
48,
32,
20,
31,
25,
31,
40,
20,
25,
21,
20,
25,
39,
58,
29,
37,
24,
32,
47,
66,
45,
57,
39,
27,
26,
31,
44,
41,
58,
40,
38,
28,
18,
39,
46,
13,
29,
28,
45,
60,
35,
46,
34,
33,
16,
30,
20,
31,
46,
25,
31,
17,
21,
34,
41,
29,
25,
21,
33,
23,
36,
49,
36,
26,
42,
21,
19,
19,
62,
46,
25,
23,
26,
25,
17,
34,
16,
12,
37,
14,
23,
22,
36,
34,
30,
21,
16,
12,
19,
28,
35,
24,
26,
18,
11,
19,
49,
52,
47,
30,
24,
11,
22,
37,
30,
35,
20,
20,
17,
23,
26,
51,
21,
15,
18,
29,
41,
120,
58,
92,
94,
76,
39,
49,
58,
44,
30,
31,
29,
24,
53,
49,
46,
29,
33,
28,
26,
33,
44,
69,
38,
35,
38,
23,
32,
60,
43,
22,
37,
23,
21,
30,
52,
43,
43,
47,
30,
31,
26,
98,
62,
50,
45,
50,
35,
27,
52,
87,
45,
33,
26,
29,
29,
50,
52,
56,
25,
33,
27,
32,
54,
66,
40,
33,
57,
30,
25,
74,
55,
39,
40,
40,
42,
35,
56,
59,
54,
41,
23,
60,
29,
74,
55,
39,
40,
41,
44,
47,
55,
65,
52,
40,
27,
22,
45,
35,
96,
41,
40,
31,
53,
44,
49,
98,
66,
36,
27,
96,
41,
62,
67,
49,
38,
33,
39,
34,
75,
104,
54,
100,
52,
59,
37,
60,
170,
153,
214,
57,
76,
38,
88,
79,
37,
29,
32,
55,
32,
58,
78,
63,
48,
66,
26,
32,
37,
48,
33,
28,
37,
30,
35,
48,
37,
52,
34,
39,
25,
42,
30,
45,
35,
32,
30,
24,
27,
54,
61,
38,
30,
41,
42,
44,
38,
57,
41,
50,
29,
28,
42,
51,
50,
46,
37,
39,
32,
49,
43,
45,
39,
30,
48,
25,
39,
34,
52,
40,
39,
38,
48,
35,
43,
57,
26,
38,
34,
39,
34,
43,
49,
30,
38,
38,
34,
47,
51,
58,
45,
43,
44,
44,
53,
72,
59,
38,
41,
42,
45,
36,
44,
51,
40,
39,
26,
34,
28,
84,
60,
56,
43,
38,
53,
46,
82,
87,
44,
27,
50,
37,
23,
50,
50,
53,
52,
40,
31,
40,
59,
60,
36,
45,
36,
34,
56,
57,
58,
35,
39,
42,
31,
42,
44,
49,
42,
41,
32,
34,
32,
46,
78,
39,
29,
67,
37,
35,
46,
55,
33,
38,
49,
36,
39,
37,
68,
39,
45,
33,
43,
45,
59,
51,
35,
43,
36,
29,
21,
59,
59,
48,
54,
33,
39,
35,
52,
64,
34,
37,
19,
21,
29,
39,
49,
22,
29,
31,
22,
21,
38,
41,
30,
31,
34
] |
[
21,
20,
48,
40,
31,
32,
43,
31,
25,
49,
54,
23,
41,
28,
39,
32,
46,
54,
69,
29,
35,
29,
26,
43,
45,
26,
35,
20,
32,
36,
44,
61,
83,
45,
86,
45,
48,
53,
61,
48,
48,
49,
29,
59,
63,
73,
48,
36,
46,
32,
40,
58,
61,
38,
35,
56,
22,
29,
59,
72,
30,
38,
37,
35,
36,
56,
58,
47,
36,
38,
38,
42,
72,
60,
41,
38,
24,
39,
23,
60,
79,
59,
41,
34,
24,
40,
57,
70,
38,
43,
89,
43,
41,
56,
83,
54
] |
[
"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: 142.86%",
"予測される変化率: [カラム_0] 予測される変化率: 157.14%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.46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: 142.86%",
"Forecasted change rate: [column_0] Forecasted change rate: 157.14%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.46 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 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 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 68.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
400,
416,
379,
386,
397,
405,
437,
369,
431,
414,
394,
363,
384,
425,
406,
477,
498,
318,
365,
371,
357,
327,
386,
331,
236,
310,
356,
298,
363,
316,
559,
353,
395,
474,
455,
473,
446,
299,
349,
274,
326,
308,
327,
311,
307,
387,
380,
446,
391,
344,
369,
387,
447,
394,
366,
354,
342,
414,
433,
395,
451,
491,
396,
385,
396,
321,
463,
590,
442,
394,
866,
368,
375,
523,
558,
402,
466,
472,
520,
472,
522,
607,
439,
425,
513,
481,
522,
1566,
1670,
901,
679,
550,
549,
447,
549,
672,
521,
425,
491,
391,
486,
520,
569,
501,
423,
449,
446,
416,
512,
572,
417,
493,
499,
492,
512,
527,
554,
506,
490,
571,
541,
509,
559,
688,
539,
439,
501,
462,
531,
515,
676,
466,
546,
507,
494,
490,
463,
556,
559,
424,
660,
430,
512,
498,
541,
542,
433,
407,
440,
411,
408,
554,
629,
504,
547,
431,
454,
1119,
1431,
625,
577,
534,
520,
533,
490,
636,
465,
460,
549,
443,
489,
470,
514,
554,
407,
408,
491,
415,
471,
514,
492,
472,
455,
457,
411,
421,
519,
475,
520,
548,
436,
396,
448,
547,
546,
501,
418,
589,
811,
555,
601,
519,
446,
524,
620,
456,
492,
460,
377,
402,
364,
424,
455,
477,
519,
454,
420,
501,
565,
483,
420,
351,
447,
348,
370,
450,
368,
1744,
1868,
797,
671,
620,
643,
513,
519,
672,
671,
515,
586,
449,
491,
506,
599,
634,
480,
520,
418,
464,
512,
521,
505,
511,
488,
433,
419,
484,
522,
693,
622,
576,
472,
539,
544,
590,
531,
491,
518,
431,
489,
394,
487,
481,
425,
459,
400,
414,
487,
460,
514,
603,
532,
434,
479,
532,
503,
509,
568,
587,
531,
564,
649,
905,
769,
637,
588,
571,
506,
517,
600,
562,
482,
437,
497,
424,
465,
468,
479,
559,
477,
526,
454,
487,
509,
534,
524,
468,
489,
420,
483,
651,
536,
490,
516,
522,
371,
1307,
1326,
665,
579,
521,
552,
488,
475,
506,
546,
508,
467,
396,
462,
430,
507,
504,
459,
424,
469,
547,
463,
567,
521,
541,
486,
494,
493,
504,
509,
458,
507,
494,
384,
445,
425,
390,
396,
446,
442,
430,
460,
457,
429,
552,
547,
450,
530,
577,
475,
550,
506,
474,
510,
619,
514,
808,
1107,
708,
1000,
2029,
1263,
935,
666,
643,
524,
529,
547,
630,
602,
721,
686,
624,
526,
507,
488,
443,
443,
421,
426,
431,
400,
420,
388,
382,
579,
487,
437,
454,
440,
652,
376,
453,
491,
595,
636,
568,
471,
526,
578,
626,
529,
571,
498,
508,
499,
559,
526,
657,
843,
551,
443,
572,
609,
677,
575,
546,
458,
512,
502,
560,
460,
477,
559,
613,
576,
551,
668,
600,
636,
554,
469,
471,
491,
631,
488,
592,
634,
512,
547,
528,
541,
430,
517,
664,
601,
511,
579,
753,
712,
624,
498,
695,
460,
663,
650,
586,
599,
543,
561,
651,
682,
794,
1038,
755,
672,
609,
592,
1119,
947,
972,
745,
1294,
880,
575,
639,
668,
763,
732,
682,
699,
596,
658,
702,
564,
500,
559
] |
[
465,
487,
574,
683,
580,
501,
539,
459,
474,
456,
636,
746,
684,
592,
538,
435,
986,
1019,
589,
570,
456,
445,
340,
391,
418,
423,
360,
497,
364,
384,
339,
456,
418,
370,
416,
357,
315,
298,
366,
418,
324,
381,
357,
406,
387,
414,
488,
477,
436,
358,
354,
378,
367,
370,
365,
397,
426,
568,
424,
494,
436,
534,
427,
361,
605,
775,
334,
403,
405,
334,
410,
399,
443,
580,
465,
551,
375,
433,
408,
347,
385,
366,
383,
409,
434,
370,
400,
427,
492,
731,
498,
380,
411,
489,
482,
445
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 39.75%",
"予測される変化率: [カラム_0] 予測される変化率: -4.30%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.35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: 39.75%",
"Forecasted change rate: [column_0] Forecasted change rate: -4.30%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.35 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 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 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 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 70."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
403,
341,
427,
478,
955,
456,
380,
396,
444,
429,
611,
771,
467,
374,
364,
404,
527,
533,
537,
435,
668,
666,
442,
376,
422,
395,
787,
335,
348,
339,
367,
482,
440,
416,
849,
449,
424,
418,
465,
491,
384,
370,
342,
375,
374,
379,
490,
438,
358,
385,
386,
2638,
5745,
1114,
524,
474,
433,
421,
912,
452,
599,
424,
362,
354,
340,
1651,
2893,
777,
486,
406,
329,
344,
294,
434,
729,
654,
392,
366,
2313,
776,
499,
545,
408,
349,
384,
381,
529,
395,
619,
438,
340,
311,
434,
447,
574,
494,
459,
388,
395,
352,
440,
433,
555,
554,
482,
433,
391,
463,
569,
614,
458,
442,
459,
442,
477,
585,
688,
747,
690,
800,
717,
1201,
4218,
1556,
953,
628,
448,
385,
371,
441,
631,
436,
425,
799,
380,
409,
459,
581,
402,
306,
325,
317,
353,
1300,
1290,
404,
337,
288,
354,
362,
1111,
735,
395,
306,
367,
307,
307,
2542,
541,
472,
419,
339,
326,
424,
374,
425,
374,
408,
349,
345,
348,
337,
322,
354,
389,
334,
242,
252,
405,
503,
1516,
2474,
513,
341,
429,
530,
587,
403,
376,
406,
403,
383,
422,
445,
438,
358,
339,
372,
398,
497,
451,
439,
378,
501,
382,
371,
428,
597,
543,
1552,
431,
384,
385,
414,
433,
403,
380,
347,
325,
416,
354,
451,
415,
382,
371,
377,
335,
371,
399,
331,
316,
311,
338,
383,
384,
501,
357,
332,
390,
429,
506,
777,
801,
406,
408,
342,
336,
343,
425,
423,
383,
348,
298,
313,
307,
445,
401,
350,
330,
294,
335,
357,
441,
510,
471,
365,
334,
397,
479,
459,
525,
447,
382,
333,
368,
329,
441,
762,
365,
297,
277,
295,
307,
363,
424,
446,
388,
431,
461,
706,
759,
664,
516,
363,
298,
408,
478,
452,
492,
423,
390,
388,
426,
326,
460,
523,
328,
296,
341,
479,
407,
437,
456,
387,
392,
347,
371,
343,
374,
488,
405,
346,
2452,
405,
375,
403,
737,
432,
349,
314,
305,
403,
359,
766,
519,
373,
502,
386,
398,
523,
2305,
3610,
603,
486,
488,
429,
558,
637,
550,
423,
455,
390,
456,
488,
424,
454,
431,
443,
377,
373,
757,
511,
675,
408,
402,
378,
372,
400,
557,
436,
409,
385,
309,
367,
431,
480,
403,
326,
358,
384,
471,
428,
552,
475,
382,
432,
415,
377,
526,
487,
424,
437,
392,
357,
497,
1527,
579,
427,
398,
474,
360,
333,
355,
404,
280,
350,
342,
324,
335,
281,
322,
351,
310,
274,
280,
281,
299,
431,
403,
368,
3278,
3979,
2101,
1813,
1756,
1355,
1090,
822,
733,
623,
894,
972,
692,
549,
523,
479,
497,
611,
640,
501,
534,
475,
448,
493,
583,
668,
560,
482,
414,
448,
495,
616,
809,
568,
477,
477,
431,
438,
536,
715,
744,
531,
639,
648,
603,
811,
1036,
755,
664,
678,
596,
786,
721,
849,
765,
579,
572,
502,
594,
718,
992,
712,
683,
683,
754,
914,
2525,
1304,
1572,
1757,
806,
595,
623,
698,
729,
657,
563,
505,
425,
557,
636,
742,
647,
454,
473,
510,
414,
564,
649,
567,
491,
427
] |
[
481,
444,
523,
626,
521,
447,
401,
420,
402,
472,
612,
538,
484,
498,
636,
559,
539,
558,
520,
448,
426,
428,
374,
420,
563,
439,
470,
619,
463,
435,
390,
485,
638,
650,
1061,
5337,
784,
576,
594,
1238,
838,
682,
1127,
1336,
1222,
1232,
1060,
915,
928,
824,
781,
910,
1021,
983,
745,
846,
892,
858,
1098,
1235,
4404,
11600,
2465,
1920,
1949,
5225,
2766,
2342,
2955,
2838,
3210,
5132,
5449,
6600,
5418,
4173,
3582,
3715,
3626,
4310,
4729,
4180,
2371,
2457,
2609,
2474,
2911,
3120,
2352,
1531,
1664,
1497,
1370,
1642,
1947,
1610
] |
[
"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: 5.96%",
"予測される変化率: [カラム_0] 予測される変化率: 234.72%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.26倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 5.96%",
"Forecasted change rate: [column_0] Forecasted change rate: 234.72%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.26 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
30,
30,
30,
42,
64,
30,
33,
31,
46,
40,
57,
78,
49,
50,
46,
31,
36,
80,
84,
39,
45,
21,
18,
25,
61,
84,
27,
31,
26,
36,
37,
109,
60,
29,
45,
52,
65,
30,
50,
87,
57,
33,
33,
37,
60,
41,
78,
39,
35,
42,
52,
42,
75,
90,
36,
37,
46,
91,
92,
56,
62,
34,
29,
40,
48,
39,
56,
75,
75,
80,
41,
33,
48,
41,
76,
35,
30,
30,
51,
40,
49,
118,
37,
28,
35,
45,
42,
38,
76,
52,
38,
96,
49,
36,
52,
107,
35,
32,
35,
32,
31,
56,
51,
33,
43,
28,
37,
49,
44,
86,
42,
59,
49,
27,
39,
60,
58,
43,
68,
84,
90,
59,
63,
102,
50,
47,
82,
72,
58,
66,
98,
47,
53,
57,
37,
52,
36,
80,
48,
48,
68,
60,
66,
67,
76,
28,
112,
52,
67,
39,
55,
89,
70,
43,
200,
80,
79,
83,
63,
59,
82,
56,
61,
55,
52,
95,
41,
44,
44,
79,
65,
60,
1051,
131,
85,
74,
81,
81,
62,
254,
68,
86,
123,
93,
127,
95,
100,
46,
53,
66,
100,
92,
68,
104,
82,
73,
78,
64,
59,
58,
75,
60,
42,
49,
68,
63,
67,
124,
54,
48,
68,
123,
93,
103,
93,
44,
68,
64,
76,
64,
55,
128,
52,
63,
112,
64,
82,
78,
125,
63,
57,
124,
70,
50,
74,
128,
54,
105,
3202,
12268,
4121,
1353,
1057,
620,
540,
379,
347,
302,
282,
249,
740,
368,
224,
164,
146,
168,
219,
145,
131,
132,
132,
88,
131,
134,
64,
83,
116,
124,
88,
121,
384,
115,
100,
89,
70,
63,
62,
120,
115,
91,
64,
68,
92,
78,
94,
81,
61,
82,
92,
86,
257,
155,
89,
60,
90,
91,
80,
111,
367,
137,
137,
91,
87,
94,
322,
2883,
766,
301,
131,
140,
145,
522,
184,
757,
322,
113,
111,
117,
135,
116,
481,
184,
197,
122,
86,
119,
148,
131,
91,
86,
117,
84,
71,
145,
72,
88,
120,
76,
121,
78,
127,
81,
55,
59,
58,
126,
111,
79,
55,
39,
69,
84,
67,
79,
86,
61,
210,
84,
47,
56,
67,
170,
62,
50,
58,
48,
40,
65,
77,
43,
42,
58,
49,
43,
53,
57,
59,
62,
74,
75,
41,
73,
144,
82,
63,
57,
50,
54,
66,
156,
53,
46,
74,
68,
55,
71,
115,
46,
33,
49,
60,
101,
47,
82,
43,
40,
59,
45,
39,
56,
78,
46,
41,
41,
82,
71,
45,
95,
40,
39,
57,
45,
46,
58,
130,
75,
82,
48,
54,
63,
52,
83,
51,
45,
46,
61,
61,
67,
97,
40,
46,
46,
42,
53,
65,
92,
51,
49,
65,
67,
93,
63,
180,
55,
78,
59,
39,
68,
82,
100,
55,
60,
63,
46,
69,
73,
77,
39,
47,
56,
49,
61,
66,
134,
63,
58,
108,
83,
74,
70,
181,
85,
79,
71,
64,
79,
113,
114,
59,
84,
51,
60,
73,
89,
93,
39,
41,
77,
53,
85,
76,
152,
45,
52,
66,
67,
85,
91,
173,
83,
67,
76
] |
[
78,
70,
136,
136,
83,
55,
103,
77,
75,
81,
120,
66,
67,
59,
60,
43,
80,
91,
58,
912,
142,
66,
74,
93,
125,
70,
57,
181,
80,
95,
100,
121,
100,
108,
78,
81,
108,
121,
112,
69,
50,
91,
62,
73,
91,
120,
62,
76,
72,
70,
71,
112,
149,
90,
88,
72,
58,
65,
74,
102,
148,
452,
536,
264,
154,
107,
158,
92,
61,
69,
73,
82,
82,
126,
72,
67,
322,
75,
112,
121,
183,
68,
72,
108,
66,
92,
121,
106,
116,
87,
160,
105,
106,
818,
245,
111
] |
[
"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: 153.33%",
"予測される変化率: [カラム_0] 予測される変化率: 42.31%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.17倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 153.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 42.31%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.17 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
1,
2,
4,
2,
2,
3,
14,
1,
1,
1,
1,
12,
7,
2,
1,
3,
4,
2,
0,
1,
1,
2,
1,
4,
5,
4,
3,
4,
2,
2,
1,
1,
4,
2,
0,
4,
5,
1,
2,
0,
1,
4,
1,
2,
4,
1,
2,
3,
8,
3,
2,
1,
4,
6,
5,
2,
3,
4,
2,
4,
6,
3,
4,
0,
4,
4,
3,
1,
1,
5,
5,
3,
2,
5,
7,
5,
3,
2,
2,
2,
3,
1,
1,
5,
2,
7,
7,
6,
3,
0,
8,
2,
7,
5,
0,
6,
2,
4,
3,
1,
2,
3,
5,
3,
6,
2,
3,
13,
1,
4,
3,
5,
6,
3,
5,
9,
8,
0,
2,
2,
9,
4,
5,
5,
2,
1,
1,
9,
5,
4,
3,
5,
3,
2,
2,
5,
0,
4,
1,
5,
2,
2,
1,
3,
4,
4,
2,
5,
2,
0,
2,
4,
2,
6,
2,
3,
2,
3,
2,
8,
5,
7,
2,
7,
1,
6,
5,
4,
0,
2,
5,
3,
0,
3,
0,
5,
3,
2,
1,
5,
2,
3,
3,
0,
1,
4,
2,
2,
7,
3,
6,
3,
3,
3,
2,
1,
4,
6,
4,
2,
2,
7,
2,
3,
4,
1,
5,
2,
3,
3,
1,
3,
1,
7,
1,
1,
2,
2,
2,
6,
7,
3,
1,
2,
7,
2,
3,
4,
3,
3,
4,
6,
1,
5,
2,
1,
6,
0,
3,
1,
3,
2,
2,
4,
1,
1,
1,
3,
6,
7,
2,
5,
2,
2,
3,
3,
0,
4,
1,
10,
0,
3,
4,
6,
3,
1,
6,
5,
2,
1,
2,
4,
4,
6,
3,
2,
0,
7,
6,
1,
4,
0,
12,
1,
5,
2,
4,
3,
2,
3,
1,
5,
4,
4,
3,
10,
2,
1,
1,
2,
1,
2,
5,
5,
3,
3,
5,
1,
1,
2,
4,
1,
2,
1,
4,
2,
7,
3,
2,
0,
0,
1,
5,
2,
4,
1,
3,
0,
1,
0,
2,
0,
5,
1,
1,
3,
6,
0,
4,
1,
3,
2,
1,
4,
4,
2,
2,
0,
3,
5,
5,
3,
6,
4,
5,
0,
1,
7,
8,
4,
5,
2,
2,
0,
1,
0,
2,
4,
2,
1,
3,
2,
3,
3,
3,
5,
1,
2,
2,
4,
2,
1,
3,
2,
4,
2,
3,
3,
2,
1,
5,
2,
4,
3,
1,
3,
2,
1,
2,
5,
5,
2,
2,
2,
0,
2,
2,
1,
1,
0,
4,
2,
3,
2,
4,
0,
4,
2,
8,
3,
1,
2,
1,
4,
4,
5,
2,
2,
1,
2,
3,
0,
4,
3,
2,
3,
3,
5,
9,
3,
3,
10,
4,
6,
3,
1,
5,
3,
2,
6,
2,
6,
3,
4,
3,
2,
3,
1,
2,
3,
3,
4,
4,
1,
11,
0,
3,
1,
3,
2,
0,
3,
1,
2,
5,
3,
0,
6,
4,
2,
0,
0,
4,
3,
3,
5,
3,
2,
2,
4,
7,
5,
2,
1,
5,
1,
4,
0,
3,
6,
6,
6,
2,
5,
2,
1,
2,
3,
2,
2,
3
] |
[
2,
2,
3,
2,
4,
7,
2,
1,
1,
1,
3,
1,
1,
5,
5,
2,
1,
1,
3,
0,
2,
3,
7,
2,
5,
1,
4,
0,
2,
3,
2,
4,
5,
1,
5,
6,
4,
3,
1,
2,
1,
2,
2,
2,
3,
5,
2,
2,
2,
2,
0,
2,
4,
1,
3,
4,
13,
1,
0,
3,
2,
0,
3,
6,
4,
3,
4,
3,
3,
1,
6,
2,
8,
2,
2,
0,
8,
0,
3,
2,
0,
2,
3,
1,
2,
2,
1,
1,
6,
3,
5,
4,
5,
3,
2,
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: 200.00%",
"予測される変化率: [カラム_0] 予測される変化率: -50.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.72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3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 200.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.72 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 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 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] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] 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 14.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2,
5,
3,
8,
2,
1,
1,
3,
3,
2,
1,
1,
6,
2,
5,
2,
1,
6,
2,
4,
5,
3,
3,
4,
4,
3,
0,
4,
1,
0,
1,
1,
2,
2,
7,
2,
1,
2,
3,
2,
4,
2,
2,
3,
7,
0,
0,
3,
1,
1,
2,
1,
2,
6,
0,
1,
5,
2,
2,
1,
4,
3,
2,
1,
4,
3,
0,
5,
4,
1,
2,
1,
4,
5,
5,
7,
1,
25,
7,
9,
7,
9,
9,
16,
9,
9,
10,
13,
6,
4,
5,
9,
6,
7,
8,
0,
9,
10,
11,
5,
9,
12,
8,
8,
9,
5,
3,
7,
5,
4,
7,
10,
16,
15,
13,
12,
6,
7,
16,
11,
9,
12,
8,
8,
10,
4,
14,
18,
9,
10,
20,
9,
7,
11,
8,
6,
14,
12,
7,
6,
11,
3,
5,
13,
12,
9,
5,
8,
10,
13,
18,
9,
7,
12,
7,
5,
8,
3,
17,
6,
10,
249,
411,
139,
161,
132,
66,
30,
14,
7,
10,
18,
15,
19,
17,
19,
12,
26,
18,
16,
21,
20,
20,
16,
29,
20,
23,
12,
11,
12,
6,
6,
10,
15,
16,
8,
10,
17,
6,
13,
13,
10,
9,
8,
7,
7,
9,
16,
16,
15,
8,
16,
10,
16,
17,
6,
14,
12,
2,
6,
8,
14,
12,
5,
16,
13,
5,
9,
8,
6,
5,
14,
5,
12,
14,
16,
17,
33,
505,
93,
109,
70,
62,
28,
24,
24,
21,
32,
27,
29,
19,
21,
21,
20,
23,
27,
25,
16,
34,
13,
14,
16,
39,
33,
27,
37,
27,
18,
22,
25,
31,
29,
26,
18,
20,
23,
29,
31,
26,
109,
449,
53,
49,
34,
41,
16,
22,
18,
23,
22,
20,
42,
37,
42,
19,
40,
109,
98,
80,
64,
52,
57,
314,
345,
128,
104,
54,
75,
105,
68,
70,
86,
74,
45,
31,
102,
72,
50,
71,
57,
39,
30,
44,
70,
88,
104,
117,
341,
201,
129,
100,
356,
111,
116,
80,
65,
548,
502,
307,
317,
311,
231,
171,
194,
238,
188,
310,
439,
421,
399,
318,
411,
619,
1695,
632,
494,
399,
347,
340,
279,
445,
362,
298,
296,
202,
159,
188,
224,
229,
163,
148,
94,
101,
81,
170,
215,
112,
92,
92,
87,
72,
110,
111,
90,
67,
55,
51,
53,
58,
74,
39,
40,
34,
43,
40,
36,
37,
27,
34,
23,
20,
29,
27,
22,
22,
18,
28,
25,
31,
31,
48,
37,
39,
24,
31,
29,
37,
20,
19,
20,
23,
14,
14,
22,
14,
15,
11,
15,
5,
14,
11,
26,
20,
17,
15,
19,
13,
14,
29,
16,
14,
18,
15,
16,
16,
30,
22,
10,
23,
21,
12,
14,
35,
13,
21,
15,
16,
9,
13,
17,
10,
12,
12,
12,
7,
19,
8,
9,
12,
41,
7,
8,
19,
19,
16,
20,
6,
14,
9,
11,
16,
10,
8,
9,
13,
17,
25,
23,
9,
26,
21,
27,
23,
25,
23,
15,
11,
7,
8,
12,
24,
14,
9,
7,
13,
12,
6,
9,
14,
17,
13,
16
] |
[
4,
17,
7,
22,
10,
14,
14,
14,
28,
38,
54,
53,
34,
41,
17,
22,
20,
22,
17,
25,
20,
18,
22,
28,
43,
24,
43,
25,
46,
35,
24,
32,
14,
23,
21,
27,
31,
34,
37,
36,
25,
43,
22,
13,
23,
35,
41,
30,
23,
12,
13,
18,
18,
28,
16,
18,
21,
13,
17,
64,
20,
14,
26,
13,
25,
39,
31,
27,
30,
46,
40,
55,
45,
55,
26,
29,
33,
15,
15,
33,
17,
55,
18,
27,
19,
19,
24,
22,
12,
21,
33,
24,
17,
25,
27,
30
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 700.00%",
"予測される変化率: [カラム_0] 予測される変化率: 650.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.29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: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 700.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 650.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.29 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 92 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 92.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
23,
23,
17,
9,
16,
2,
14,
18,
17,
16,
20,
9,
4,
7,
5,
6,
6,
9,
15,
28,
30,
7,
15,
19,
13,
4,
3,
4,
13,
6,
5,
3,
14,
5,
10,
6,
3,
6,
3,
8,
9,
13,
4,
5,
4,
7,
8,
7,
20,
13,
2,
3,
6,
2,
3,
7,
15,
16,
5,
8,
16,
4,
2,
12,
13,
13,
2,
12,
8,
3,
3,
6,
5,
13,
7,
5,
10,
8,
4,
7,
9,
6,
5,
7,
2,
8,
8,
12,
4,
7,
9,
6,
13,
8,
5,
12,
6,
9,
8,
4,
11,
8,
5,
5,
7,
5,
7,
8,
9,
10,
7,
7,
6,
10,
16,
34,
7,
5,
6,
5,
11,
8,
6,
3,
8,
5,
4,
6,
9,
5,
4,
3,
2,
6,
1,
4,
4,
4,
3,
48,
20,
49,
85,
11,
10,
7,
6,
9,
8,
7,
4,
4,
5,
6,
3,
9,
8,
10,
8,
15,
5,
6,
8,
6,
7,
180,
8,
10,
4,
8,
28,
4,
8,
8,
9,
7,
9,
13,
6,
6,
6,
15,
7,
7,
16,
14,
9,
9,
12,
8,
8,
11,
12,
6,
8,
7,
14,
11,
10,
9,
6,
8,
7,
5,
10,
6,
8,
9,
12,
44,
15,
7,
10,
8,
19,
11,
12,
12,
15,
19,
11,
14,
6,
5,
33,
50,
9,
12,
10,
10,
19,
15,
16,
12,
7,
14,
19,
13,
7,
8,
9,
10,
20,
14,
11,
14,
16,
11,
5,
14,
12,
43,
10,
7,
33,
19,
7,
17,
10,
16,
12,
11,
11,
6,
23,
15,
13,
19,
30,
12,
13,
7,
41,
9,
22,
17,
23,
8,
36,
26,
39,
13,
20,
12,
29,
15,
17,
12,
29,
17,
14,
12,
11,
10,
11,
13,
15,
9,
15,
16,
11,
13,
5,
38,
17,
14,
14,
14,
8,
16,
15,
9,
15,
16,
11,
21,
14,
9,
9,
8,
13,
12,
10,
9,
18,
17,
10,
18,
10,
11,
7,
10,
7,
9,
15,
10,
8,
15,
20,
11,
13,
14,
9,
15,
11,
6,
8,
11,
8,
12,
15,
18,
16,
17,
16,
9,
13,
19,
10,
23,
25,
12,
4,
5,
13,
13,
10,
7,
11,
8,
7,
17,
6,
9,
16,
10,
10,
17,
9,
10,
14,
34,
19,
5,
11,
18,
14,
22,
10,
24,
12,
10,
13,
14,
8,
14,
7,
13,
8,
15,
8,
10,
8,
9,
6,
4,
10,
11,
10,
11,
10,
11,
12,
11,
11,
14,
5,
6,
13,
8,
10,
12,
11,
8,
15,
11,
7,
11,
5,
5,
11,
10,
13,
12,
15,
6,
12,
7,
11,
6,
6,
16,
7,
18,
10,
11,
12,
11,
6,
10,
11,
15,
8,
7,
12,
24,
12,
3,
9,
14,
13,
9,
1,
8,
8,
7,
11,
10,
5,
3,
12,
14,
11,
9,
11,
7,
6,
8,
12,
11,
22,
5,
18,
13,
11,
17,
11,
20,
16,
9,
13,
9,
99,
19,
10,
10,
5,
7,
8,
11,
14,
12,
12,
10,
13,
4,
10,
17,
7,
6,
9,
12
] |
[
27,
15,
12,
13,
17,
13,
16,
14,
77,
22,
17,
12,
9,
11,
29,
9,
10,
45,
33,
14,
14,
20,
50,
13,
10,
10,
16,
29,
59,
17,
14,
13,
50,
11,
14,
19,
25,
5,
6,
21,
15,
34,
14,
51,
19,
13,
18,
33,
14,
20,
6,
16,
15,
18,
9,
16,
21,
47,
14,
15,
19,
19,
11,
12,
14,
15,
7,
46,
27,
128,
9,
43,
15,
19,
40,
17,
17,
16,
15,
22,
17,
13,
15,
13,
31,
33,
17,
22,
16,
19,
14,
15,
13,
12,
21,
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: -47.83%",
"予測される変化率: [カラム_0] 予測される変化率: -40.74%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.96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: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -47.83%",
"Forecasted change rate: [column_0] Forecasted change rate: -40.74%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.96 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 38 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 |
[
208,
295,
330,
327,
370,
307,
259,
274,
238,
315,
278,
276,
255,
236,
220,
251,
218,
259,
242,
230,
233,
234,
210,
211,
237,
209,
190,
162,
149,
167,
195,
190,
163,
205,
243,
282,
236,
210,
255,
232,
205,
204,
208,
194,
234,
310,
256,
208,
165,
154,
141,
154,
241,
293,
185,
192,
191,
208,
231,
268,
254,
152,
157,
135,
185,
155,
255,
239,
179,
137,
144,
125,
150,
241,
217,
118,
119,
115,
106,
89,
198,
162,
82,
107,
97,
90,
100,
153,
155,
147,
143,
113,
118,
128,
188,
170,
107,
113,
96,
124,
166,
157,
150,
96,
97,
117,
110,
112,
147,
125,
69,
104,
92,
90,
139,
169,
173,
98,
146,
103,
118,
134,
125,
160,
114,
114,
153,
105,
150,
202,
194,
111,
121,
153,
102,
133,
195,
150,
151,
129,
119,
114,
121,
193,
180,
142,
119,
146,
103,
144,
144,
153,
107,
110,
129,
88,
101,
159,
182,
116,
131,
106,
120,
112,
125,
177,
94,
125,
133,
106,
107,
191,
167,
102,
98,
128,
100,
111,
182,
155,
156,
115,
112,
127,
178,
155,
196,
108,
167,
120,
121,
163,
170,
211,
148,
121,
87,
155,
119,
168,
200,
136,
191,
168,
139,
130,
244,
171,
152,
128,
118,
143,
128,
159,
246,
217,
168,
152,
142,
148,
140,
132,
140,
142,
142,
166,
164,
270,
234,
155,
133,
116,
111,
108,
205,
166,
127,
131,
129,
103,
136,
184,
257,
198,
124,
115,
91,
117,
249,
186,
112,
132,
161,
89,
106,
209,
213,
116,
155,
110,
111,
108,
199,
211,
126,
106,
93,
99,
119,
141,
164,
122,
108,
102,
141,
102,
165,
152,
161,
143,
131,
144,
124,
161,
234,
153,
120,
125,
121,
126,
232,
227,
137,
114,
120,
182,
149,
203,
248,
179,
142,
114,
111,
124,
235,
225,
136,
147,
150,
146,
126,
203,
198,
134,
138,
123,
143,
140,
229,
240,
157,
146,
160,
151,
152,
266,
325,
178,
176,
180,
139,
170,
291,
251,
139,
156,
146,
159,
153,
192,
278,
195,
166,
132,
195,
212,
291,
279,
157,
164,
125,
136,
122,
184,
265,
172,
148,
176,
156,
149,
304,
296,
182,
212,
238,
203,
213,
339,
275,
190,
188,
189,
197,
262,
308,
345,
174,
220,
197,
232,
171,
204,
231,
206,
203,
224,
206,
189,
246,
255,
213,
213,
217,
168,
282,
370,
373,
332,
329,
341,
345,
371,
343,
340,
324,
326,
278,
297,
351,
541,
466,
333,
322,
325,
379,
360,
468,
387,
371,
361,
378,
384,
398,
354,
373,
286,
267,
247,
191,
246,
295,
313,
179,
201,
153,
219,
187,
189,
189,
147,
122,
194,
193,
237,
296,
267,
144,
159,
132,
129,
155,
227,
222,
144,
196,
184,
90,
128,
274,
213,
99,
125,
124,
106,
146,
174,
194,
157,
108,
121,
115,
114,
196,
173,
94,
103,
88,
93,
134,
170,
207,
108,
85,
92,
115,
111,
168,
177,
108,
96,
108,
80,
82,
209,
220,
115,
109,
96,
96,
113,
176,
183,
127,
125,
115,
114,
133,
173,
205,
133,
139,
126
] |
[
158,
154,
192,
217,
136,
85,
125,
105,
81,
159,
193,
111,
97,
129,
114,
144,
174,
223,
138,
132,
139,
408,
238,
203,
223,
103,
128,
118,
128,
129,
124,
172,
144,
179,
160,
112,
126,
142,
221,
165,
144,
131,
145,
146,
241,
231,
130,
114,
119,
145,
147,
237,
224,
143,
126,
127,
150,
172,
189,
217,
155,
192,
185,
150,
147,
197,
248,
246,
280,
268,
306,
216,
211,
303,
212,
230,
224,
214,
207,
234,
228,
138,
113,
151,
127,
137,
169,
212,
123,
111,
113,
110,
129,
170,
137,
90
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -39.42%",
"予測される変化率: [カラム_0] 予測される変化率: -43.04%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.40倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: -39.42%",
"Forecasted change rate: [column_0] Forecasted change rate: -43.04%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.40 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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] 部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 82.",
"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 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
197,
193,
107,
155,
189,
200,
204,
166,
88,
58,
51,
41,
69,
35,
59,
61,
40,
60,
59,
56,
101,
54,
83,
49,
60,
576,
387,
115,
131,
158,
93,
108,
106,
110,
154,
105,
95,
107,
87,
104,
134,
97,
98,
98,
101,
247,
108,
285,
321,
415,
186,
158,
134,
70,
121,
111,
71,
86,
102,
106,
59,
95,
137,
171,
118,
168,
252,
120,
116,
155,
206,
137,
214,
238,
142,
207,
114,
116,
172,
259,
338,
295,
542,
196,
239,
367,
206,
409,
127,
146,
93,
142,
138,
313,
295,
236,
528,
315,
175,
248,
294,
385,
189,
294,
197,
166,
189,
248,
353,
218,
152,
179,
151,
152,
173,
296,
197,
183,
171,
184,
193,
224,
466,
288,
250,
159,
156,
134,
176,
122,
103,
67,
70,
38,
75,
71,
172,
73,
108,
153,
80,
101,
118,
202,
81,
70,
58,
42,
56,
67,
63,
100,
42,
60,
30,
49,
33,
57,
58,
36,
98,
58,
47,
62,
48,
23,
35,
49,
38,
66,
78,
95,
52,
42,
47,
34,
63,
75,
84,
51,
29,
38,
59,
57,
53,
50,
33,
46,
47,
57,
40,
52,
38,
33,
66,
50,
56,
54,
69,
134,
79,
59,
77,
110,
75,
54,
373,
388,
156,
107,
109,
117,
153,
293,
117,
68,
76,
57,
76,
89,
85,
70,
61,
125,
101,
133,
223,
119,
110,
108,
108,
97,
92,
100,
166,
95,
84,
72,
114,
115,
109,
157,
139,
121,
83,
91,
107,
130,
133,
77,
50,
66,
58,
88,
125,
446,
417,
248,
622,
627,
995,
855,
1267,
1529,
1458,
1007,
1074,
1576,
1472,
1629,
2145,
7495,
7979,
6024,
8471,
5957,
4071,
4094,
4301,
4156,
3774,
5564,
4485,
3571,
2802,
2940,
2885,
3148,
4539,
3620,
2920,
2951,
3340,
3385,
3444,
5207,
9101,
3554,
2557,
2682,
2708,
2584,
3600,
3238,
2331,
2703,
3435,
3264,
3817,
6061,
6022,
4055,
4296,
3957,
3485,
3289,
4788,
5143,
3609,
3045,
3689,
3647,
3333,
3319,
2789,
2770,
2610,
3069,
3789,
4339,
4600,
3669,
2968,
2447,
3343,
3178,
2801,
2991,
2554,
2264,
2282,
2609,
2725,
2796,
3276,
2770,
2154,
2314,
2600,
2632,
2742,
4477,
3340,
2558,
3511,
3843,
3575,
3936,
6115,
3572,
2554,
3187,
3764,
3541,
3281,
3446,
2543,
1996,
2424,
2559,
2943,
3122,
4131,
2937,
2161,
3881,
5282,
4570,
4572,
4942,
3296,
2284,
3007,
3708,
3653,
4575,
5218,
2914,
2087,
3391,
4188,
4284,
4965,
5107,
3130,
2264,
4247,
4515,
4372,
4220,
5041,
3367,
2658,
4582,
6490,
5721,
5612,
5724,
3474,
2453,
3284,
3627,
4311,
3623,
4328,
3979,
2527,
2606,
2587,
2728,
2560,
2975,
2127,
1908,
1982,
2383,
3128,
3102,
3674,
3143,
2128,
2319,
2299,
2100,
2255,
2713,
2380,
1715,
2059,
3239,
2929,
2092,
2956,
2550,
1816,
2032,
2047,
1941,
1901,
2646,
2169,
1579,
2030,
1747,
1936,
1898,
2646,
2274,
1629,
2041,
2120,
2104,
1942,
2483,
1973,
1548,
1493,
1610,
1643,
1581,
2017,
1694,
1360,
1552,
2243,
2066,
1740,
2298,
1936,
1409,
1395,
1582,
1503,
1582,
1984,
1651,
1188,
1120,
1205,
1090,
1157,
1549,
1338,
1163,
1010,
1112,
1361
] |
[
1188,
1715,
1423,
1103,
1193,
2000,
2140,
1547,
1768,
1379,
1135,
1272,
1655,
1805,
1675,
1978,
1472,
1249,
1599,
1325,
1278,
1269,
1751,
1382,
1281,
1206,
1396,
1574,
1408,
1762,
1322,
1194,
1028,
1343,
1204,
1193,
2101,
1587,
1119,
1673,
1753,
1720,
1438,
2196,
1592,
1547,
1513,
1145,
1231,
1225,
1499,
1210,
1023,
989,
955,
1111,
1276,
1673,
1214,
1033,
1304,
1425,
1575,
1841,
3277,
1763,
1142,
2450,
2586,
3315,
2777,
3250,
2533,
1988,
2780,
2765,
2651,
3252,
2853,
1649,
1244,
1139,
1320,
1324,
1229,
1409,
1034,
1142,
1088,
1325,
1461,
1292,
1822,
1407,
1127,
1640
] |
[
"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: 590.86%",
"予測される変化率: [カラム_0] 予測される変化率: 38.05%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.07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: 590.86%",
"Forecasted change rate: [column_0] Forecasted change rate: 38.05%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.07 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 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] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 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 not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
24,
91,
101,
63,
94,
131,
102,
128,
205,
277,
215,
185,
294,
220,
184,
249,
312,
304,
261,
228,
211,
801,
476,
474,
266,
205,
265,
274,
696,
670,
672,
331,
364,
484,
298,
741,
628,
623,
375,
294,
355,
271,
997,
1005,
698,
413,
345,
418,
327,
912,
687,
733,
417,
350,
369,
309,
872,
655,
567,
399,
305,
375,
271,
817,
760,
712,
490,
398,
445,
310,
854,
795,
683,
689,
1190,
1743,
739,
818,
1019,
1183,
1141,
1784,
1957,
1219,
1614,
1927,
2227,
1470,
2046,
2324,
1560,
1557,
1989,
2352,
1567,
2590,
3823,
2288,
1883,
2101,
2496,
2054,
3309,
4366,
2195,
1943,
2165,
2569,
1767,
2034,
2029,
2303,
1617,
1677,
2029,
1363,
1057,
1151,
1900,
1365,
1544,
1639,
1416,
1182,
1070,
1594,
1151,
1245,
2799,
1915,
1333,
1199,
2314,
1524,
1374,
1334,
1332,
1320,
1281,
1183,
800,
789,
1051,
850,
829,
960,
830,
870,
1149,
1293,
1102,
982,
1063,
910,
863,
1472,
2374,
10979,
7274,
4093,
2524,
2282,
2734,
3880,
12696,
6857,
4213,
2711,
2580,
2540,
2757,
15090,
8156,
4459,
2911,
2358,
2992,
3404,
17608,
9774,
4227,
3152,
3321,
3627,
4089,
15301,
7315,
3978,
2837,
2753,
2469,
2990,
3597,
2216,
1683,
1294,
1178,
1248,
1344,
1186,
1045,
1027,
875,
779,
766,
898,
708,
577,
1350,
735,
696,
705,
699,
575,
491,
1383,
480,
486,
528,
578,
543,
389,
442,
354,
348,
394,
494,
346,
297,
375,
245,
242,
321,
364,
297,
295,
313,
220,
255,
311,
319,
243,
248,
220,
195,
200,
286,
313,
352,
283,
237,
234,
227,
272,
276,
276,
194,
260,
243,
204,
223,
298,
337,
274,
324,
344,
266,
262,
287,
266,
395,
304,
191,
218,
227,
214,
327,
481,
327,
333,
254,
214,
260,
254,
382,
278,
238,
269,
247,
249,
289,
270,
342,
290,
267,
241,
263,
274,
271,
317,
260,
250,
208,
249,
224,
262,
255,
211,
173,
220,
281,
226,
267,
263,
256,
260,
264,
266,
331,
265,
276,
214,
232,
212,
291,
279,
289,
269,
209,
218,
286,
333,
206,
210,
240,
262,
199,
338,
305,
195,
217,
233,
222,
195,
354,
389,
216,
214,
240,
260,
247,
348,
386,
205,
238,
304,
257,
243,
346,
350,
198,
188,
229,
239,
753,
586,
512,
362,
323,
416,
483,
725,
654,
598,
479,
400,
827,
774,
1145,
842,
883,
917,
678,
633,
652,
1381,
1020,
832,
703,
829,
693,
430,
1079,
1121,
866,
474,
398,
415,
356,
1265,
1070,
896,
488,
411,
481,
404,
1178,
1027,
771,
487,
389,
502
] |
[
338,
988,
931,
805,
452,
387,
394,
349,
423,
511,
508,
411,
363,
391,
354,
458,
598,
446,
394,
2164,
1546,
850,
987,
998,
1016,
1439,
1447,
1381,
1709,
1580,
864,
1621,
3188,
3962,
3814,
3736,
3586,
2049,
3614,
15018,
8073,
5469,
4133,
3411,
3587,
4449,
12819,
7924,
5124,
3989,
3396,
3243,
4081,
8918,
5704,
3810,
2797,
2353,
2713,
3077,
7903,
4309,
2664,
2250,
1861,
1897,
2173,
5757,
3311,
1912,
1504,
1285,
1449,
1561,
1727,
1175,
862,
804,
679,
806,
840,
796,
580,
564,
541,
656,
482,
551,
582,
469,
392,
443,
367,
392,
379,
343
] |
[
"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: 1991.67%",
"予測される変化率: [カラム_0] 予測される変化率: 1.48%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.76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: 40個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 1991.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 1.48%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.76 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 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 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 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
141,
112,
91,
138,
221,
118,
113,
133,
80,
155,
220,
127,
109,
168,
175,
143,
109,
239,
219,
158,
125,
131,
109,
142,
206,
143,
119,
101,
89,
341,
118,
148,
127,
170,
118,
134,
146,
100,
124,
181,
117,
101,
150,
138,
164,
172,
185,
167,
137,
161,
88,
104,
127,
167,
160,
105,
158,
105,
168,
168,
223,
552,
569,
279,
161,
138,
1242,
269,
338,
334,
809,
157,
199,
312,
278,
190,
113,
259,
2062,
517,
251,
232,
323,
307,
193,
127,
409,
208,
371,
232,
148,
103,
98,
111,
139,
196,
143,
168,
163,
201,
2517,
599,
403,
293,
293,
241,
498,
178,
323,
198,
126,
134,
120,
109,
174,
186,
185,
144,
140,
106,
96,
107,
120,
160,
205,
167,
154,
135,
125,
326,
284,
166,
141,
141,
272,
153,
135,
137,
91,
90,
137,
111,
144,
117,
146,
160,
103,
88,
106,
118,
120,
123,
108,
110,
209,
89,
96,
142,
442,
202,
136,
182,
170,
142,
143,
111,
138,
110,
169,
114,
99,
188,
124,
75,
90,
395,
174,
110,
133,
138,
192,
121,
330,
132,
130,
191,
562,
291,
210,
146,
133,
231,
208,
139,
159,
105,
111,
78,
74,
129,
114,
108,
91,
133,
80,
75,
173,
133,
251,
110,
260,
222,
312,
254,
202,
271,
239,
222,
303,
27060,
5976,
2824,
1496,
974,
817,
673,
474,
497,
475,
370,
298,
231,
313,
3679,
936,
716,
269,
183,
565,
193,
399,
281,
292,
195,
233,
900,
241,
191,
222,
12152,
3320,
1557,
561,
401,
430,
358,
291,
823,
404,
380,
477,
441,
621,
280,
234,
162,
223,
144,
150,
202,
192,
147,
187,
235,
402,
441,
804,
805,
328,
329,
355,
248,
222,
253,
278,
159,
205,
168,
180,
159,
183,
230,
173,
139,
139,
178,
138,
258,
353,
154,
255,
168,
698,
539,
320,
447,
324,
450,
317,
258,
340,
694,
357,
152,
240,
138,
135,
122,
161,
369,
148,
284,
242,
160,
132,
180,
248,
138,
109,
104,
131,
127,
180,
322,
248,
135,
133,
180,
112,
282,
415,
172,
132,
139,
446,
453,
322,
473,
264,
202,
148,
180,
170,
174,
207,
163,
163,
180,
438,
328,
208,
316,
209,
191,
496,
333,
201,
349,
1210,
217,
176,
196,
115,
328,
271,
332,
616,
175,
185,
321,
247,
190,
248,
594,
347,
190,
147,
147,
232,
280,
223,
180,
254,
297,
185,
230,
1000,
211,
164,
154,
194,
147,
171,
944,
289,
627,
585,
172,
151,
152,
168,
158,
160,
146,
136,
188,
120,
170,
169,
1124,
1295,
1190,
377,
255,
1291,
417,
266,
287,
208,
337,
522,
208,
225,
171,
217,
433,
325,
475,
288,
283,
188,
468,
628,
620,
496,
501,
424,
511,
277,
317,
242,
325,
436,
1654,
576,
432,
275,
228,
318,
549,
432,
358,
482,
277,
216,
347,
234,
388,
159,
166,
159,
150,
181,
244,
465,
228,
176,
248,
138,
171,
222,
202,
184,
123,
155,
105,
120,
399,
138,
130,
163,
189,
152,
132,
149,
241,
166,
168,
178,
199,
580,
151,
188,
160,
115,
145,
141,
142,
198,
125,
153,
261
] |
[
196,
149,
118,
821,
620,
168,
182,
140,
180,
261,
2011,
321,
262,
243,
226,
196,
244,
159,
140,
190,
236,
113,
93,
106,
119,
118,
114,
104,
90,
119,
145,
152,
108,
191,
192,
154,
134,
160,
197,
178,
148,
271,
650,
322,
228,
297,
420,
166,
190,
203,
171,
287,
229,
155,
114,
158,
122,
96,
262,
152,
126,
119,
188,
127,
141,
216,
428,
295,
254,
284,
2941,
34224,
9548,
4250,
2890,
1883,
3583,
1836,
1227,
1077,
865,
555,
474,
452,
347,
361,
471,
672,
399,
352,
444,
230,
297,
297,
355,
271
] |
[
"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: 85.11%",
"予測される変化率: [カラム_0] 予測される変化率: 38.27%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.18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: 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: 85.11%",
"Forecasted change rate: [column_0] Forecasted change rate: 38.27%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.18 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 44",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 52 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2,
1,
1,
2,
1,
1,
0,
0,
0,
0,
0,
4,
0,
1,
2,
1,
1,
1,
2,
4,
4,
2,
3,
1,
0,
2,
4,
2,
1,
4,
4,
2,
3,
1,
4,
4,
4,
3,
3,
3,
4,
4,
3,
2,
3,
4,
4,
3,
6,
4,
6,
5,
4,
0,
2,
3,
2,
2,
4,
3,
2,
2,
4,
5,
3,
2,
1,
1,
3,
5,
1,
4,
1,
1,
2,
5,
3,
2,
1,
3,
2,
2,
1,
2,
1,
1,
1,
1,
2,
1,
1,
1,
3,
1,
1,
3,
1,
0,
0,
4,
1,
1,
0,
1,
0,
1,
2,
2,
0,
1,
2,
2,
2,
4,
4,
4,
3,
6,
3,
2,
10,
1,
2,
2,
7,
3,
0,
0,
0,
1,
1,
3,
3,
3,
3,
2,
3,
2,
3,
3,
2,
3,
1,
3,
1,
1,
1,
2,
4,
3,
0,
3,
2,
1,
1,
2,
1,
1,
2,
3,
3,
5,
3,
3,
3,
5,
2,
3,
4,
2,
1,
2,
2,
4,
2,
1,
1,
2,
1,
2,
3,
2,
1,
2,
5,
1,
3,
2,
1,
2,
2,
1,
2,
2,
1,
3,
1,
2,
1,
0,
2,
1,
1,
2,
2,
1,
6,
4,
2,
1,
1,
2,
3,
2,
2,
2,
2,
1,
2,
3,
1,
1,
1,
1,
1,
1,
2,
3,
2,
2,
2,
2,
1,
2,
2,
1,
2,
2,
4,
3,
3,
1,
3,
1,
2,
3,
1,
2,
1,
2,
1,
2,
3,
2,
2,
1,
2,
3,
1,
4,
2,
1,
2,
4,
3,
2,
2,
1,
2,
3,
3,
4,
2,
2,
3,
4,
5,
3,
3,
3,
3,
2,
1,
2,
1,
2,
3,
3,
3,
1,
1,
1,
4,
3,
1,
2,
2,
2,
2,
2,
4,
1,
2,
2,
1,
2,
2,
1,
2,
3,
3,
2,
2,
3,
2,
2,
3,
1,
2,
2,
3,
2,
1,
1,
1,
2,
1,
2,
1,
2,
1,
1,
3,
2,
2,
1,
1,
1,
0,
4,
3,
0,
1,
0,
0,
0,
0,
0,
1,
2,
0,
1,
1,
0,
1,
1,
0,
3,
3,
2,
1,
1,
0,
1,
1,
2,
1,
2,
2,
0,
0,
1,
0,
1,
3,
0,
0,
1,
0,
0,
0,
2,
2,
1,
0,
1,
2,
1,
3,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
1,
0,
2,
0,
0,
0,
1,
3,
2,
4,
1,
1,
1,
0,
1,
0,
2,
2,
0,
0,
3,
0,
0,
0,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
1,
3,
1,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
1,
0,
0,
10,
6,
3,
3,
2,
0,
2,
2,
1,
4,
3,
8,
1,
1,
1,
2,
2,
3,
1,
4,
2,
3,
1,
2,
15,
2,
18,
12,
6,
9,
5,
1,
5,
3,
2,
1,
7,
1,
9,
0,
3,
6,
3,
0,
1,
0,
5,
1,
2,
2,
7,
6,
8,
7,
11,
3,
15,
4,
5,
2
] |
[
19,
14,
1,
11,
7,
1,
6,
0,
1,
3,
32,
5,
8,
0,
6,
10,
2,
2,
18,
21,
20,
2,
23,
4,
26,
29,
3,
23,
14,
2,
30,
778,
9512,
3123,
1804,
880,
498,
493,
485,
365,
177,
196,
174,
148,
176,
177,
89,
43,
79,
32,
58,
79,
81,
47,
27,
38,
31,
56,
64,
86,
39,
50,
45,
33,
33,
40,
23,
16,
10,
13,
15,
22,
47,
28,
14,
37,
19,
7,
24,
14,
23,
115,
37,
26,
23,
24,
28,
26,
53,
19,
18,
11,
29,
35,
64,
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: 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: -47.37%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の11.35倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 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: -47.37%",
"Volatility: [column_0] Volatility: high (standard deviation is 11.35 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 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 28 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 28.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
787,
766,
679,
845,
1262,
971,
1021,
883,
807,
825,
834,
963,
879,
869,
876,
770,
824,
804,
993,
893,
848,
732,
782,
680,
779,
883,
853,
816,
1029,
827,
839,
867,
896,
925,
888,
883,
875,
864,
878,
994,
875,
885,
921,
961,
924,
821,
1023,
943,
995,
1054,
957,
911,
882,
1001,
934,
974,
956,
964,
803,
771,
983,
1030,
893,
852,
874,
848,
885,
902,
1133,
974,
946,
985,
857,
826,
931,
886,
941,
968,
981,
905,
775,
1267,
1125,
1043,
910,
984,
864,
866,
1087,
1071,
981,
997,
1007,
997,
994,
1717,
1448,
1070,
1035,
1079,
1050,
992,
1112,
1456,
1164,
1145,
1080,
903,
938,
1011,
1203,
1120,
1068,
1133,
1047,
883,
1122,
893,
878,
933,
871,
702,
733,
774,
911,
863,
969,
877,
727,
852,
938,
997,
1226,
1187,
1144,
858,
852,
965,
891,
1006,
987,
973,
824,
883,
895,
855,
937,
840,
901,
698,
754,
899,
898,
852,
882,
899,
672,
908,
925,
841,
1068,
864,
1004,
722,
659,
801,
726,
658,
619,
586,
550,
651,
752,
692,
559,
615,
557,
627,
719,
740,
735,
729,
668,
615,
759,
894,
990,
780,
743,
827,
977,
907,
908,
922,
1111,
975,
922,
1010,
883,
954,
945,
909,
915,
918,
936,
877,
967,
1610,
1436,
1146,
1098,
930,
749,
886,
1075,
930,
973,
989,
1012,
800,
861,
1044,
1124,
930,
1035,
1005,
921,
901,
1029,
934,
1024,
1033,
1077,
844,
814,
1111,
1026,
1134,
1255,
1120,
931,
952,
1015,
1013,
968,
1039,
924,
825,
902,
1067,
1044,
981,
1172,
1153,
1068,
1181,
1270,
1335,
1161,
1105,
1051,
896,
956,
999,
944,
1050,
995,
1348,
1502,
1590,
1719,
1343,
1388,
1191,
1010,
878,
1059,
1145,
1013,
1048,
1126,
1065,
1004,
983,
1121,
1091,
1171,
1208,
1080,
1016,
1022,
1072,
1061,
1169,
1130,
1010,
960,
1215,
1143,
1147,
1141,
1160,
1031,
928,
894,
1112,
1161,
1039,
1274,
1013,
1011,
966,
1065,
1148,
1198,
1160,
1110,
1066,
1125,
1218,
1170,
1205,
1213,
1219,
1081,
1187,
1346,
1258,
1191,
1189,
1002,
981,
1329,
1361,
1275,
1081,
1040,
1140,
950,
1134,
1271,
1089,
1155,
1292,
1256,
1202,
1202,
1345,
1482,
5752,
2234,
1337,
1229,
3556,
1608,
1225,
1333,
1755,
1295,
1151,
3931,
2262,
1610,
1392,
1286,
3882,
2200,
1436,
1673,
1373,
1371,
5252,
2542,
1695,
1786,
19328,
8656,
3488,
1863,
1626,
1476,
1649,
1532,
1206,
1117,
1154,
1069,
1100,
1054,
1280,
1204,
1125,
1043,
1094,
1024,
1129,
1175,
1134,
1128,
1159,
1439,
1188,
1699,
1402,
1315,
1225,
1400,
1281,
1124,
1157,
1262,
1453,
1181,
1414,
1334,
1219,
1337,
1539,
1408,
1308,
1313,
1206,
1172,
1228,
1311,
1176,
1210,
1101,
1172,
995,
1072,
1216,
1169,
1158,
1184,
1190,
1073,
1068,
1295,
1204,
1226,
1286,
1012,
1087,
1111,
1384,
1109,
1186,
1233,
1032,
1029,
1017,
1375,
1225,
1108,
1343,
1134,
926,
1034,
1211,
1160,
1232,
1335,
1312,
1169,
1073,
1195,
1277,
1282,
1376,
1124,
1057,
1166,
1264,
1206,
1308,
1222,
1157,
1102,
1038,
1182,
1187,
1175,
1175,
1124,
878,
1106,
1097,
1000,
1145,
1004,
1019,
988,
964,
1089,
1148,
1050,
1135,
1033,
954,
1083,
1440,
1279,
1114,
1076,
1067,
1000,
1061,
1141,
989,
1572,
1036
] |
[
960,
844,
1093,
1240,
1280,
1135,
1183,
1023,
840,
988,
1136,
1031,
1197,
1052,
1103,
990,
837,
983,
894,
909,
868,
895,
684,
736,
919,
813,
735,
589,
626,
603,
678,
730,
839,
819,
816,
830,
792,
881,
1010,
980,
1014,
972,
855,
898,
1293,
1390,
1066,
1048,
1041,
1067,
966,
976,
1133,
970,
1111,
1096,
1026,
869,
943,
1065,
1048,
1110,
1097,
1030,
903,
1070,
1280,
1099,
1035,
1061,
1038,
944,
1107,
1199,
1123,
1095,
1138,
1166,
1000,
1015,
1319,
1137,
1148,
1154,
1103,
1144,
1016,
1272,
1171,
1154,
1326,
1150,
976,
1030,
1182,
1161
] |
[
"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: 31.64%",
"予測される変化率: [カラム_0] 予測される変化率: 20.94%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.79倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 60個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 31.64%",
"Forecasted change rate: [column_0] Forecasted change rate: 20.94%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.79 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 60",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
78,
64,
91,
67,
79,
74,
70,
62,
70,
67,
60,
54,
84,
83,
103,
80,
66,
51,
81,
54,
62,
57,
81,
66,
76,
80,
90,
102,
103,
81,
71,
85,
72,
66,
83,
64,
74,
61,
71,
89,
105,
93,
70,
83,
77,
85,
87,
98,
83,
109,
92,
105,
85,
109,
96,
100,
94,
113,
103,
131,
112,
105,
129,
140,
223,
146,
150,
130,
153,
175,
142,
138,
170,
191,
214,
168,
184,
214,
232,
230,
283,
225,
176,
214,
195,
235,
226,
232,
262,
481,
354,
283,
319,
344,
303,
246,
386,
285,
304,
419,
297,
279,
345,
438,
338,
375,
410,
428,
389,
423,
473,
557,
482,
634,
684,
610,
599,
674,
554,
697,
734,
818,
578,
737,
880,
967,
988,
947,
962,
846,
1039,
1087,
1156,
1117,
1149,
1081,
939,
898,
959,
1007,
1107,
1109,
1137,
1080,
1013,
1245,
1132,
1271,
1236,
1089,
1021,
1041,
1071,
1224,
1208,
1248,
1176,
1099,
1110,
1193,
1273,
1381,
1209,
1172,
1131,
1084,
1170,
1279,
1244,
1036,
1051,
954,
970,
1178,
1150,
1025,
709,
779,
758,
895,
1030,
1292,
1189,
903,
802,
980,
1060,
1104,
1199,
1121,
1123,
1132,
1202,
1158,
1104,
1107,
1129,
1379,
1119,
1199,
879,
1039,
901,
1003,
906,
863,
808,
773,
838,
912,
902,
918,
902,
844,
839,
890,
826,
865,
855,
807,
690,
630,
692,
689,
661,
750,
699,
694,
678,
737,
795,
751,
714,
785,
724,
687,
769,
765,
732,
717,
679,
626,
633,
637,
703,
641,
660,
754,
680,
611,
674,
778,
748,
756,
694,
676,
645,
738,
708,
726,
683,
653,
549,
577,
626,
526,
616,
600,
569,
455,
438,
417,
535,
562,
536,
625,
566,
527,
600,
560,
525,
1181,
1231,
673,
584,
716,
645,
761,
718,
670,
576,
607,
580,
516,
498,
500,
556,
511,
563,
590,
582,
608,
525,
498,
451,
488,
454,
435,
452,
374,
405,
343,
339,
573,
576,
555,
529,
633,
539,
483,
507,
530,
564,
464,
517,
368,
460,
456,
544,
443,
437,
422,
419,
400,
533,
535,
534,
550,
500,
341,
456,
467,
522,
812,
909,
3202,
2615,
1462,
1540,
1252,
1145,
1116,
1137,
1028,
1026,
1105,
867,
907,
817,
704,
642,
705,
906,
727,
622,
651,
623,
537,
562,
634,
615,
735,
604,
583,
481,
3494,
2751,
1415,
919,
791,
739,
477,
561,
575,
446,
401,
451,
438,
336,
361,
414,
337,
385,
377,
369,
249,
304,
329,
343,
324,
324,
382,
238,
265,
282,
287,
249,
274,
288,
252,
226,
260,
207,
271,
267,
228,
201,
235,
304,
283,
261,
253,
308,
226,
244,
272,
285,
242,
269,
458,
322,
336,
299,
305,
314,
293,
481,
270,
312,
452,
433,
397,
568,
1091,
500,
481,
528,
469,
395,
393,
538,
370,
344,
429,
360,
473,
425,
377,
364,
459,
579,
534,
556,
453,
576,
427,
467,
470,
461,
476,
558,
536,
508,
499,
471,
440,
532,
463,
620,
451,
463,
514,
483,
500,
523,
446,
368,
469,
394,
481,
397,
435,
438,
379,
522,
851,
555,
403,
396,
449,
442,
444,
413,
505,
402,
1056,
871,
515,
509,
475,
749,
421
] |
[
378,
451,
338,
315,
346,
374,
323,
336,
375,
292,
429,
366,
403,
416,
366,
378,
310,
292,
389,
391,
418,
384,
581,
291,
356,
323,
303,
313,
275,
290,
212,
211,
240,
235,
309,
287,
280,
247,
271,
333,
323,
327,
320,
295,
276,
299,
333,
327,
319,
393,
393,
387,
408,
433,
402,
470,
370,
414,
286,
292,
345,
357,
342,
337,
535,
322,
342,
305,
257,
297,
369,
462,
306,
335,
304,
344,
367,
359,
417,
250,
327,
254,
281,
320,
347,
324,
235,
294,
324,
371,
336,
292,
318,
282,
531,
411
] |
[
"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: 439.74%",
"予測される変化率: [カラム_0] 予測される変化率: 8.73%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.70倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 63個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 439.74%",
"Forecasted change rate: [column_0] Forecasted change rate: 8.73%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.70 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 63",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 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 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 |
[
415,
342,
444,
372,
409,
444,
413,
378,
383,
573,
388,
404,
527,
594,
552,
547,
1329,
914,
723,
1192,
769,
788,
652,
973,
506,
471,
722,
946,
716,
631,
551,
390,
996,
1745,
1305,
973,
798,
1013,
743,
655,
708,
988,
838,
687,
631,
524,
550,
1270,
1322,
1026,
819,
720,
530,
717,
1070,
1445,
1114,
927,
782,
512,
618,
775,
739,
1138,
851,
1011,
794,
802,
1046,
872,
645,
817,
910,
575,
958,
1366,
988,
679,
997,
1005,
686,
1340,
1220,
816,
743,
684,
701,
499,
527,
564,
639,
556,
482,
487,
444,
450,
498,
621,
787,
965,
948,
467,
535,
659,
1156,
980,
825,
889,
483,
628,
692,
767,
737,
666,
746,
613,
601,
783,
1152,
1170,
929,
859,
634,
573,
753,
845,
665,
803,
717,
566,
560,
611,
738,
1069,
673,
677,
505,
481,
688,
907,
825,
656,
616,
510,
603,
640,
678,
804,
781,
627,
557,
570,
681,
1642,
3804,
5682,
3080,
1982,
1798,
2209,
2339,
1800,
1510,
1488,
1394,
1149,
3308,
2539,
1920,
1916,
1502,
1009,
1025,
1336,
992,
1145,
1030,
832,
693,
711,
1791,
1937,
933,
503,
535,
576,
611,
599,
648,
567,
608,
620,
691,
680,
652,
929,
1061,
939,
836,
829,
767,
870,
904,
1158,
1015,
1334,
917,
805,
1030,
1072,
1153,
966,
1000,
824,
793,
1050,
1639,
2190,
1058,
984,
843,
732,
807,
848,
897,
5808,
3030,
944,
746,
810,
1048,
854,
783,
726,
695,
606,
663,
1732,
1092,
4134,
1210,
1245,
1118,
1073,
1001,
850,
1024,
842,
652,
597,
558,
562,
835,
751,
799,
1867,
950,
853,
968,
739,
759,
924,
867,
717,
914,
806,
829,
713,
3069,
975,
666,
1210,
1112,
1008,
907,
917,
796,
894,
962,
912,
902,
1267,
1086,
686,
2337,
4674,
1545,
1983,
1536,
1027,
795,
770,
849,
1084,
1039,
782,
678,
549,
626,
772,
834,
973,
1170,
644,
457,
491,
486,
657,
782,
621,
604,
462,
452,
536,
725,
912,
758,
1736,
607,
615,
796,
7804,
3602,
1707,
1215,
1152,
881,
904,
756,
862,
761,
681,
608,
672,
742,
759,
1260,
1002,
753,
1027,
724,
685,
655,
686,
645,
593,
439,
490,
422,
553,
610,
546,
600,
449,
442,
592,
533,
552,
596,
928,
904,
650,
1039,
763,
950,
587,
476,
388,
389,
974,
807,
643,
794,
628,
431,
437,
543,
788,
637,
1178,
1247,
693,
721,
703,
781,
740,
863,
516,
405,
472,
639,
545,
558,
620,
520,
438,
449,
2006,
700,
716,
642,
661,
405,
458,
634,
628,
757,
660,
687,
491,
505,
719,
601,
600,
697,
614,
569,
573,
1225,
903,
806,
1089,
1253,
777,
651,
944,
950,
1023,
1012,
1008,
866,
696,
1037,
957,
966,
1117,
1077,
688,
920,
1321,
1369,
1640,
3250,
4452,
2690,
3020,
2971,
2025,
2313,
1600,
1614,
1169,
838,
941,
886,
968,
1104,
1074,
575,
596,
684,
967,
1125,
1040,
885,
632,
694,
728,
847,
949,
837,
704,
548,
490,
619,
738,
602,
613,
591,
507,
404,
446,
512,
527,
677,
677,
557,
525,
615,
569,
765,
767,
673,
559,
740,
793,
799,
1014,
1184,
1037,
722,
725,
677,
981,
3563,
1480,
1025,
688,
753,
853,
881,
976
] |
[
1147,
1408,
704,
692,
830,
808,
765,
740,
764,
588,
628,
1561,
929,
750,
734,
646,
891,
782,
788,
12884,
6526,
5010,
3099,
2072,
1887,
2073,
1908,
2689,
4842,
1867,
1245,
1337,
1449,
1182,
1196,
910,
717,
607,
702,
717,
858,
686,
692,
648,
656,
760,
776,
895,
838,
1045,
889,
726,
759,
852,
1021,
1257,
1287,
2095,
961,
929,
1314,
1188,
1547,
2328,
2573,
2050,
1309,
1391,
1961,
2445,
2435,
2790,
2041,
1799,
1695,
1718,
6717,
2726,
1573,
1066,
1077,
1164,
964,
941,
849,
1152,
941,
1089,
966,
1173,
1156,
846,
784,
1003,
1368,
1268
] |
[
"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: 135.18%",
"予測される変化率: [カラム_0] 予測される変化率: 10.55%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.89倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 135.18%",
"Forecasted change rate: [column_0] Forecasted change rate: 10.55%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.89 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 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 |
[
749,
1215,
861,
1086,
1012,
768,
668,
795,
819,
1324,
982,
918,
689,
674,
679,
1041,
716,
929,
840,
770,
806,
755,
913,
802,
978,
1464,
809,
877,
853,
1122,
910,
905,
1013,
617,
853,
1854,
6860,
1672,
1248,
1203,
876,
758,
847,
828,
893,
986,
1053,
843,
825,
845,
1144,
804,
1102,
1351,
771,
754,
648,
1001,
801,
888,
910,
841,
720,
898,
946,
758,
937,
900,
974,
923,
1081,
1400,
3610,
6791,
3456,
5472,
8767,
4107,
2587,
2307,
2970,
4637,
11388,
4968,
3679,
7785,
4575,
6174,
5691,
4733,
4162,
3402,
2206,
1709,
2011,
4701,
7040,
3081,
5795,
4714,
2551,
2135,
2388,
4682,
1910,
1551,
1410,
1421,
1530,
2316,
4517,
2010,
1698,
3257,
2523,
2009,
2972,
4170,
1760,
1809,
1433,
1444,
1583,
2188,
3502,
1748,
1793,
3801,
2369,
2026,
2697,
4466,
2223,
1825,
1485,
1831,
1471,
2196,
3877,
5619,
2059,
1664,
1443,
2096,
2265,
5089,
2628,
2010,
2072,
3516,
6834,
6032,
6511,
2356,
1910,
1672,
28359,
5635,
4253,
6592,
2540,
2135,
2086,
1835,
3332,
3090,
11651,
2876,
1923,
1650,
1636,
1963,
2904,
10619,
4027,
2338,
4552,
7034,
22057,
6654,
11648,
4614,
2619,
2343,
2309,
2390,
3039,
7073,
2244,
1703,
1646,
1456,
2552,
4553,
8428,
7865,
9776,
6415,
4001,
3545,
3600,
9484,
2892,
2164,
1863,
2201,
1839,
6073,
8599,
2932,
1962,
2749,
4707,
2078,
2435,
1966,
1239,
1237,
1188,
1507,
1480,
2601,
2747,
1369,
1066,
1061,
1120,
1329,
4521,
6127,
1964,
1384,
1635,
1579,
1409,
2423,
5277,
1788,
1246,
1588,
1193,
1399,
1842,
1554,
1177,
904,
1414,
1039,
1417,
1748,
1277,
1003,
1019,
1491,
1237,
1242,
1448,
1201,
1463,
930,
1243,
1125,
1301,
20209,
2329,
1387,
1072,
1310,
1581,
1692,
1553,
1154,
1076,
1033,
1035,
1016,
1276,
1281,
1046,
815,
917,
1225,
1422,
1449,
1494,
923,
1238,
936,
1035,
1054,
1340,
1307,
1056,
814,
838,
1314,
1287,
1163,
1469,
952,
995,
956,
1044,
1037,
1255,
1296,
976,
799,
1010,
2263,
1007,
1379,
1394,
1001,
907,
1231,
1159,
1009,
1502,
1571,
1101,
904,
1022,
1135,
1110,
1419,
1313,
1745,
1101,
1008,
1029,
3073,
1739,
1382,
1415,
989,
895,
1016,
819,
1927,
1963,
951,
888,
817,
954,
929,
1035,
973,
840,
727,
702,
879,
831,
969,
1067,
784,
685,
722,
785,
752,
915,
1228,
996,
745,
812,
733,
961,
932,
1146,
1451,
1506,
1195,
932,
16660,
3504,
2553,
1759,
1243,
1064,
953,
1285,
1360,
1689,
1015,
809,
860,
2050,
1280,
1162,
1289,
936,
852,
854,
909,
1122,
1103,
1076,
956,
819,
821,
826,
1169,
1029,
1023,
847,
737,
691,
686,
1161,
936,
1010,
759,
798,
791,
747,
1415,
1152,
1362,
1677,
933,
1086,
1130,
1182,
1259,
1776,
1587,
1316,
1106,
1319,
1168,
1144,
2290,
2251,
45092,
27319,
11461,
14985,
15262,
16483,
18289,
4934,
5203,
4818,
5004,
6061,
6165,
8182,
5412,
5851,
4896,
7628,
5440,
6404,
5220,
3107,
2862,
2890,
5446,
3466,
5098,
13226,
3875,
2928,
3188,
2429,
4580,
14582,
17928,
7203,
6442,
7689,
6894,
12260,
26116,
37922,
8755,
8860,
4853,
6181,
4865,
7071,
16947,
6069,
3365,
4614,
4397,
3950,
6716,
7581,
2509,
1993,
3374,
4379,
3773,
4996,
5778,
2231,
1299,
1580,
1788,
2060,
4513,
6613,
2434,
2058,
2790,
1756,
2065,
8077,
10247,
2709,
4496
] |
[
5012,
7271,
3152,
3610,
33066,
11748,
6698,
5494,
5797,
5155,
7151,
62237,
11472,
6756,
5226,
3294,
3780,
6101,
28501,
4245,
3759,
4000,
2606,
3045,
11154,
15530,
3671,
2971,
3484,
2722,
5966,
34453,
6887,
4070,
3032,
3288,
2686,
3447,
16873,
17600,
4546,
3036,
2979,
3076,
3415,
11256,
11884,
5087,
3459,
7226,
3970,
4303,
13603,
17840,
11252,
6527,
4232,
2765,
5923,
5479,
7897,
3728,
3280,
2229,
2105,
2469,
19031,
7304,
2484,
1875,
2080,
1849,
2339,
3518,
4492,
2340,
2713,
1867,
1590,
3670,
4614,
4737,
2185,
2064,
1429,
1327,
1782,
3419,
6486,
2248,
1636,
1377,
3178,
1976,
1898,
1858
] |
[
"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: 500.27%",
"予測される変化率: [カラム_0] 予測される変化率: -62.93%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.48倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 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: 500.27%",
"Forecasted change rate: [column_0] Forecasted change rate: -62.93%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.48 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 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2488,
1961,
1609,
1732,
1813,
1696,
1984,
1878,
2873,
1820,
2126,
2230,
2552,
1696,
1653,
2439,
2442,
1851,
2136,
2832,
2106,
1580,
1281,
1094,
1470,
1216,
1355,
20292,
6422,
3263,
3535,
2056,
2127,
7931,
4687,
3705,
3190,
3340,
3202,
3554,
4271,
3375,
2450,
2404,
2870,
4303,
2802,
3295,
2214,
1817,
1523,
1627,
2452,
1837,
1596,
3055,
2598,
1758,
2157,
2238,
3434,
3274,
2648,
1940,
1620,
2122,
6247,
7902,
2865,
1849,
1774,
1193,
1802,
7168,
3136,
1996,
1417,
1313,
1366,
7518,
5968,
2121,
2384,
1732,
1693,
1207,
2222,
19672,
3620,
1933,
1925,
1513,
1617,
2011,
1256,
1365,
2294,
1285,
1571,
1153,
2596,
1421,
1327,
1299,
1178,
1066,
1152,
1040,
921,
917,
1197,
1015,
863,
799,
821,
851,
754,
1097,
925,
901,
918,
1237,
1415,
1471,
1434,
4205,
1577,
2204,
5967,
2439,
1823,
8537,
3067,
1518,
1422,
2001,
1462,
2497,
2059,
1876,
1737,
4546,
4183,
3087,
4203,
2948,
1742,
2635,
2128,
1848,
1836,
1497,
1885,
2633,
2300,
1974,
2240,
1857,
2477,
1757,
1286,
1190,
1774,
2880,
2074,
2252,
2133,
1509,
1694,
1252,
1053,
3187,
1181,
1243,
1053,
1082,
1091,
1479,
1073,
1020,
1179,
984,
1285,
974,
972,
2083,
1429,
1072,
1252,
1081,
1115,
1068,
979,
979,
1794,
1168,
949,
1007,
797,
816,
982,
3086,
2227,
2099,
1886,
2654,
1841,
4210,
3675,
4759,
2221,
1854,
1933,
1368,
1488,
1323,
2140,
1537,
1194,
1037,
1109,
1064,
1456,
983,
866,
1091,
852,
1091,
1242,
2045,
1591,
962,
821,
866,
917,
930,
2414,
1159,
930,
947,
876,
696,
813,
1840,
968,
821,
819,
871,
1016,
946,
2045,
1177,
909,
1081,
878,
943,
974,
2581,
892,
815,
1626,
1587,
1270,
897,
1388,
811,
787,
727,
750,
935,
721,
1316,
713,
798,
825,
1103,
1424,
1319,
1683,
1929,
832,
772,
885,
909,
763,
1532,
1016,
819,
735,
873,
853,
1071,
909,
958,
822,
945,
1071,
1400,
1574,
1533,
859,
795,
785,
859,
863,
892,
2462,
1640,
1407,
2122,
1544,
1574,
1610,
1745,
1312,
1124,
1135,
1143,
1762,
1419,
1662,
1075,
972,
1144,
3273,
2233,
2651,
3138,
1456,
2038,
1471,
2421,
1972,
2261,
3347,
3372,
4799,
2541,
1788,
2093,
3294,
3824,
2763,
2621,
2500,
1711,
1329,
1210,
2153,
1402,
1640,
3539,
3465,
1831,
2512,
1538,
1516,
2857,
3354,
1641,
1308,
1417,
4474,
2579,
2019,
2744,
2180,
3505,
6061,
5338,
2085,
1488,
2558,
1591,
3654,
3307,
2741,
1761,
1407,
1781,
1349,
1199,
1377,
1382,
1037,
896,
942,
824,
1840,
1570,
2799,
957,
883,
921,
1105,
943,
1253,
1818,
1101,
1041,
1088,
6217,
4026,
4514,
1948,
4920,
4605,
4021,
5261,
6293,
6268,
9950,
4286,
4566,
4200,
3251,
4294,
3393,
4520,
1993,
1621,
1562,
1488,
1697,
1521,
1679,
1503,
1221,
1109,
1064,
1044,
1316,
1290,
1865,
2208,
6388,
4320,
2937,
1342,
1795,
1549,
1047,
1021,
1196,
992,
6090,
2868,
1288,
1453,
1306,
936,
1021,
938,
1413,
1011,
961,
2016,
967,
757,
851,
2585,
1031,
1103,
1017,
753,
729,
800,
939,
832,
702,
1985,
3079,
1217,
1022,
1679,
1591,
745,
656,
569,
686,
709,
618,
644,
562,
694,
914,
950,
962,
736,
613,
948,
845,
653,
891,
1710,
1356,
701,
560,
1220,
747,
816,
709,
1265,
1300,
1199,
1158,
1192,
1122,
816,
1571,
703,
745
] |
[
771,
624,
810,
935,
2006,
708,
651,
749,
632,
623,
6478,
1496,
861,
720,
1746,
2079,
947,
1401,
985,
779,
699,
839,
740,
691,
1271,
1584,
638,
567,
573,
671,
597,
572,
730,
921,
619,
610,
630,
776,
635,
1189,
759,
865,
736,
755,
1005,
985,
1591,
1810,
1899,
2560,
4443,
2966,
1765,
3162,
3594,
2666,
1697,
2344,
2030,
3363,
2503,
1587,
1999,
1351,
1207,
1067,
1336,
2569,
937,
853,
842,
801,
871,
1031,
1387,
822,
2900,
677,
720,
928,
640,
1039,
617,
973,
1414,
1208,
915,
866,
1125,
748,
717,
696,
629,
8772,
2770,
1761
] |
[
"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: -70.06%",
"予測される変化率: [カラム_0] 予測される変化率: 128.40%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.89倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -70.06%",
"Forecasted change rate: [column_0] Forecasted change rate: 128.40%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.89 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
2,
5,
2,
1,
0,
2,
0,
3,
1,
0,
3,
8,
3,
0,
1,
2,
2,
2,
1,
4,
3,
6,
3,
1,
2,
3,
3,
1,
2,
1,
0,
1,
4,
1,
5,
2,
1,
48,
38,
4,
8,
4,
2,
2,
1,
5,
4,
1,
2,
10,
7,
3,
10,
1,
3,
4,
5,
5,
6,
6,
5,
3,
3,
10,
3,
6,
22,
4,
4,
4,
2,
5,
4,
4,
3,
77,
117,
96,
99,
118,
129,
104,
124,
85,
124,
115,
119,
120,
93,
95,
69,
57,
281,
134,
100,
136,
131,
135,
138,
210,
205,
137,
123,
227,
301,
3030,
1786,
1145,
655,
441,
449,
393,
1940,
1234,
720,
448,
349,
434,
266,
993,
799,
511,
427,
323,
265,
338,
1299,
1086,
644,
460,
425,
554,
328,
1514,
1406,
745,
601,
423,
321,
583,
1480,
1504,
657,
446,
462,
280,
484,
975,
818,
533,
309,
250,
209,
264,
1023,
748,
473,
440,
372,
242,
277,
1195,
797,
491,
340,
237,
293,
275,
1640,
1266,
746,
830,
461,
493,
313,
466,
339,
270,
266,
276,
294,
529,
253,
258,
223,
202,
187,
186,
157,
157,
164,
165,
269,
124,
105,
108,
177,
152,
167,
174,
93,
107,
90,
124,
134,
168,
101,
116,
126,
106,
156,
176,
162,
112,
230,
135,
103,
112,
175,
151,
140,
175,
166,
127,
118,
249,
116,
122,
117,
109,
85,
104,
150,
129,
83,
79,
70,
63,
90,
119,
117,
80,
75,
83,
77,
102,
122,
109,
96,
78,
73,
77,
73,
84,
79,
64,
71,
73,
83,
103,
87,
103,
84,
72,
81,
72,
67,
74,
97,
61,
62,
50,
86,
74,
91,
116,
59,
70,
57,
75,
119,
95,
88,
84,
55,
71,
52,
56,
53,
79,
67,
126,
87,
83,
53,
81,
82,
65,
56,
75,
81,
110,
84,
51,
76,
75,
74,
123,
75,
140,
82,
63,
65,
77,
70,
53,
71,
66,
63,
59,
60,
47,
98,
106,
210,
70,
70,
48,
83,
100,
89,
92,
344,
118,
55,
56,
68,
94,
96,
60,
52,
57,
135,
142,
104,
64,
60,
94,
72,
86,
85,
89,
77,
42,
76,
74,
76,
117,
120,
80,
62,
64,
85,
67,
60,
82,
75,
61,
60,
65,
68,
57,
75,
65,
48,
51,
49,
52,
51,
67,
79,
155,
107,
140,
106,
98,
92,
84,
59,
52,
62,
58,
85,
69,
53,
48,
84,
82,
65,
60,
60,
68,
79,
62,
73,
80,
88,
69,
72,
40,
41,
81,
76,
64,
66,
66,
52,
57,
63,
47,
78,
68,
71,
65,
60,
69,
67,
74,
96,
62,
55,
70,
59,
58,
55,
56,
67,
61,
67,
52,
71,
81,
77,
75,
98,
74,
62,
118,
68,
127,
82,
66,
63,
62,
46,
135,
115,
54,
79,
50,
77,
59,
81,
95,
70,
65,
108,
81,
60,
71,
253,
100,
62,
100,
100,
91,
64,
104,
87,
64,
84,
79,
79,
99,
116,
70,
47,
66,
105,
107,
63,
73,
82,
106,
134,
125,
92,
97,
145,
102,
56,
134,
156,
114,
113,
129,
121,
75,
117,
123
] |
[
124,
116,
159,
129,
88,
181,
162,
98,
137,
165,
121,
96,
120,
132,
111,
128,
113,
132,
91,
116,
205,
132,
132,
134,
119,
94,
114,
116,
92,
150,
106,
81,
97,
62,
72,
85,
331,
145,
79,
119,
113,
132,
91,
108,
108,
164,
153,
110,
87,
75,
58,
139,
111,
68,
84,
132,
127,
141,
125,
86,
100,
105,
119,
112,
179,
153,
128,
224,
126,
125,
189,
124,
127,
130,
151,
132,
104,
87,
109,
128,
252,
254,
245,
113,
107,
100,
122,
137,
119,
135,
77,
67,
87,
84,
88,
62
] |
[
"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: 6050.00%",
"予測される変化率: [カラム_0] 予測される変化率: -50.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.65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: 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: 6050.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.65 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 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 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 downward 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
882,
830,
805,
993,
1075,
799,
802,
1768,
1080,
830,
981,
1376,
1326,
1067,
1032,
950,
1074,
1114,
1178,
1154,
885,
811,
1024,
1056,
732,
1274,
784,
877,
898,
769,
727,
2121,
2071,
4561,
5022,
3596,
2131,
1736,
2061,
2122,
1308,
1001,
1255,
1279,
1645,
1638,
1978,
1298,
1131,
970,
841,
772,
1177,
1103,
868,
1582,
1107,
980,
1022,
1151,
1340,
1302,
1120,
1177,
896,
971,
1107,
1293,
1168,
1217,
2070,
1800,
1380,
1466,
1933,
1605,
1322,
1463,
1541,
1268,
1422,
3162,
2154,
2323,
13721,
5047,
3358,
4135,
3132,
5377,
4723,
2747,
1943,
1636,
1890,
1817,
1261,
1269,
1107,
1331,
1106,
1259,
1992,
1481,
1622,
1127,
1102,
1006,
1181,
1395,
990,
1027,
986,
950,
915,
1019,
1016,
1163,
788,
833,
830,
934,
891,
946,
848,
969,
763,
810,
813,
999,
1444,
1299,
923,
1128,
956,
905,
984,
1010,
954,
1642,
1239,
893,
953,
989,
1090,
1294,
922,
1057,
888,
827,
1012,
1526,
950,
762,
1008,
2948,
1086,
1678,
1152,
1052,
850,
925,
962,
904,
974,
870,
916,
783,
880,
722,
672,
982,
1022,
764,
684,
818,
722,
723,
1188,
991,
1007,
854,
930,
1406,
1033,
1315,
1946,
1229,
1068,
1047,
949,
1116,
1219,
1337,
1516,
1365,
1745,
1097,
913,
1043,
915,
863,
781,
770,
710,
816,
925,
911,
805,
766,
1088,
804,
844,
1249,
1010,
1035,
999,
996,
1006,
860,
1364,
1050,
839,
797,
875,
924,
885,
956,
899,
843,
860,
1123,
811,
1807,
1067,
903,
808,
732,
798,
731,
853,
890,
939,
4874,
1200,
829,
930,
879,
1070,
1196,
1438,
972,
1078,
786,
915,
812,
794,
1165,
1072,
839,
747,
762,
877,
2374,
1399,
743,
768,
742,
926,
919,
806,
867,
782,
833,
689,
706,
1393,
964,
807,
702,
637,
708,
760,
825,
801,
816,
664,
680,
638,
657,
785,
851,
737,
709,
1028,
767,
744,
1190,
882,
816,
783,
803,
978,
819,
785,
819,
862,
985,
975,
19776,
58104,
14899,
6353,
5145,
8321,
12453,
9515,
4550,
3592,
3137,
2006,
2002,
1503,
1231,
1211,
4700,
2148,
1595,
1185,
1191,
3402,
2901,
1567,
1459,
1901,
882,
907,
932,
1194,
1129,
1170,
1188,
1032,
1149,
858,
882,
1313,
1489,
1203,
1008,
894,
1021,
883,
1024,
1671,
1006,
911,
1014,
762,
785,
896,
1092,
885,
890,
806,
779,
731,
871,
920,
713,
1027,
984,
1127,
889,
986,
743,
781,
678,
678,
629,
729,
1274,
919,
763,
604,
628,
627,
626,
840,
748,
601,
812,
709,
614,
786,
1140,
1023,
908,
921,
1078,
1030,
925,
819,
918,
1035,
865,
952,
721,
653,
901,
808,
973,
835,
1166,
924,
696,
681,
795,
835,
680,
712,
705,
808,
885,
853,
948,
707,
638,
745,
727,
913,
855,
939,
802,
719,
700,
669,
840,
876,
8056,
3319,
1197,
813,
822,
1121,
1238,
1030,
727,
735,
878,
809,
828,
849,
852,
839,
833,
816,
977,
1164,
925,
815,
768,
667,
600,
688,
877,
892,
993,
621,
740,
565,
649,
2126,
2408,
5878,
2282,
4765,
10846,
2800,
1985,
2977,
1309,
981,
1139,
929,
1005,
1015,
908,
2352,
1243,
1074,
826,
689,
835,
748,
744,
932,
973,
858,
626,
872,
779,
738,
815,
1049,
902,
920,
1164,
1106,
994,
938,
1145
] |
[
872,
770,
1043,
1269,
915,
872,
926,
770,
1054,
814,
770,
757,
773,
651,
646,
754,
740,
728,
728,
624,
778,
647,
834,
865,
754,
747,
759,
832,
755,
797,
828,
753,
694,
713,
649,
825,
713,
888,
791,
1201,
1021,
1058,
892,
1632,
1127,
1347,
1879,
1037,
1022,
1216,
6437,
4199,
2516,
1903,
2195,
2677,
1439,
1352,
1882,
1839,
1628,
1338,
1198,
1024,
1085,
1328,
1393,
1141,
987,
1000,
908,
845,
1209,
1459,
1057,
895,
905,
890,
910,
1203,
1341,
1127,
874,
823,
769,
874,
938,
806,
860,
771,
943,
936,
847,
881,
1182,
825
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 29.82%",
"予測される変化率: [カラム_0] 予測される変化率: -5.39%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.95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: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 29.82%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.39%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.95 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 upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
102,
737,
177,
111,
57,
48,
158,
50,
29,
19,
14,
7,
21,
14,
24,
8,
3,
10,
12,
14,
5,
2,
10,
2,
5,
8,
8,
5,
4,
3,
2,
8,
3,
7,
16,
5,
2,
12,
2,
12,
7,
7,
4,
17,
7,
7,
4,
3,
7,
3,
16,
6,
14,
3,
8,
2,
4,
2,
13,
1,
5,
4,
2,
1,
2,
13,
6,
6,
11,
5,
18,
7,
4,
1,
5,
0,
3,
1,
1,
0,
3,
2,
2,
3,
2,
2,
2,
1,
1,
2,
0,
1,
1,
3,
3,
1,
1,
3,
0,
2,
2,
0,
3,
0,
2,
3,
2,
0,
0,
0,
0,
2,
2,
3,
1,
0,
0,
2,
1,
3,
0,
2,
0,
1,
2,
0,
5,
1,
2,
8,
13,
5,
5,
2,
0,
1,
1,
9,
5,
6,
1,
2,
0,
0,
2,
2,
3,
2,
0,
0,
1,
0,
5,
2,
0,
4,
0,
2,
2,
1,
0,
0,
0,
1,
2,
2,
0,
0,
0,
1,
4,
0,
1,
1,
1,
0,
0,
0,
1,
0,
2,
0,
3,
1,
1,
0,
1,
1,
0,
0,
0,
0,
1,
1,
0,
2,
0,
1,
1,
2,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
1,
1,
0,
73,
0,
0,
0,
3,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
5,
0,
10,
0,
0,
0,
0,
1,
0,
0,
2,
0,
1,
0,
0,
0,
0,
1,
0,
1,
29,
4,
0,
0,
0,
2,
1,
0,
1,
0,
2,
1,
2,
1,
2,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
2,
1,
0,
15,
3,
0,
4,
5,
1,
0,
1,
0,
5,
1,
1,
0,
0,
1,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0
] |
[
0,
1,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
1,
2,
1,
1,
0,
0,
0,
1,
1,
0,
0,
1,
1,
0,
25,
4,
2,
1,
2,
0,
1,
2,
0,
1,
1,
1,
0,
0,
0,
1,
0,
1,
4,
19,
8,
0,
8,
1,
0,
3,
3,
0,
0,
0,
1,
1,
0,
2,
68,
16,
12,
3,
1,
7,
2,
1,
5,
1,
1,
1,
1,
4,
0,
1,
0,
2,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
3,
1,
0,
0,
0,
0,
3,
0
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -100.00%",
"予測される変化率: [カラム_0] 予測される変化率: -100.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.59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: 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2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.59 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 30",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 70 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 70.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1027,
957,
964,
809,
817,
922,
901,
938,
979,
909,
790,
845,
930,
849,
919,
937,
818,
850,
846,
936,
895,
1009,
930,
834,
786,
1077,
3339,
4237,
2989,
2198,
1533,
1203,
1198,
1299,
1389,
1213,
1113,
1047,
921,
951,
1016,
1065,
1101,
1074,
929,
1027,
944,
1025,
1325,
1708,
1585,
1328,
1226,
1051,
1335,
1070,
1093,
1049,
1012,
815,
914,
1116,
1147,
1240,
1182,
1096,
969,
959,
1211,
1202,
1136,
1114,
1041,
938,
977,
973,
1010,
947,
1061,
952,
889,
963,
1050,
1112,
1117,
1095,
948,
867,
901,
1081,
1068,
1003,
959,
919,
854,
952,
1158,
1145,
1130,
1001,
948,
868,
939,
1054,
1057,
1122,
1059,
1031,
970,
970,
1188,
1050,
1111,
1025,
937,
886,
947,
1039,
1158,
1096,
995,
943,
834,
766,
908,
966,
1055,
1092,
1019,
1108,
1014,
1196,
1362,
1171,
1159,
867,
771,
764,
856,
968,
978,
1014,
936,
778,
821,
997,
1030,
1020,
1016,
946,
920,
820,
1033,
980,
928,
954,
843,
802,
775,
846,
849,
901,
917,
818,
789,
811,
877,
871,
830,
861,
729,
684,
728,
722,
763,
682,
645,
517,
787,
848,
1368,
1332,
1668,
1092,
705,
998,
1077,
1235,
1264,
1151,
1026,
1095,
945,
930,
988,
984,
1079,
1052,
1497,
1030,
940,
1038,
1024,
1040,
998,
1004,
890,
945,
1175,
1198,
1261,
1135,
1108,
1025,
1159,
1110,
1158,
1152,
1303,
1096,
1022,
1014,
1091,
1000,
1122,
1038,
1028,
1001,
1045,
1131,
1184,
1195,
1230,
1059,
1013,
1122,
1184,
1209,
1258,
1283,
1128,
1191,
1087,
1110,
1158,
1257,
1209,
1039,
996,
1059,
1209,
1243,
1119,
1203,
1104,
924,
1035,
1213,
1232,
1097,
1083,
1034,
915,
1062,
1061,
1206,
1090,
999,
943,
1013,
1186,
1226,
1261,
1357,
1296,
1114,
1070,
1225,
1220,
1245,
1284,
1158,
1165,
1055,
1148,
1259,
1282,
1282,
1297,
1119,
1030,
1052,
1236,
1300,
1446,
1457,
1202,
1015,
1154,
1240,
1187,
1215,
1189,
1062,
1162,
1142,
1228,
1262,
1806,
2142,
1948,
1602,
1460,
1719,
1525,
1741,
1556,
1512,
1261,
1264,
1344,
1657,
1931,
1994,
1977,
2804,
2807,
3132,
2688,
2420,
2249,
1848,
1454,
1489,
1719,
1734,
1503,
1621,
1465,
1285,
1337,
1378,
1344,
1372,
1410,
1237,
1232,
1453,
1495,
1515,
1523,
1425,
1220,
1069,
1055,
1395,
1373,
1156,
1168,
1201,
1701,
1438,
1219,
1287,
1260,
1182,
991,
1052,
1101,
1114,
1110,
1054,
1025,
949,
1039,
1028,
1172,
1238,
1152,
1178,
1005,
984,
994,
1074,
1147,
1092,
1175,
1136,
982,
963,
1125,
1203,
1232,
1152,
1189,
949,
1080,
1127,
1194,
1142,
1151,
1041,
1113,
1011,
1212,
1225,
1275,
1231,
1065,
984,
981,
1221,
1558,
1424,
1306,
1201,
1053,
1099,
1197,
1272,
1292,
1232,
1163,
1117,
1432,
1474,
1353,
1328,
1270,
1345,
1063,
1088,
1361,
1272,
1158,
1096,
1041,
916,
965,
1200,
1073,
1095,
1096,
1044,
874,
973,
2364,
1241,
1145,
1199,
1183,
970,
1038,
1217,
1213,
1202,
1176,
1009,
892,
1019,
1159,
1215,
1294,
1284,
1071,
1197,
1429,
1367,
1201,
1267,
1232,
1186,
992,
979,
1158,
1172,
1221,
1186,
1099,
1033,
1029,
1229,
1335,
1318,
1501,
1415,
1114,
1149,
1153,
1138,
1252,
1314,
1251,
1146,
1294,
1371,
1249,
1139,
1166,
1034,
1042,
1049,
1127,
1078,
1250,
1239,
1055,
916,
1041,
1158,
1279,
1217
] |
[
1202,
1050,
1002,
1101,
1187,
1179,
1116,
1147,
1007,
899,
1070,
1068,
1302,
1055,
996,
1038,
741,
752,
753,
754,
735,
749,
687,
590,
653,
666,
623,
645,
585,
604,
598,
505,
691,
729,
708,
669,
627,
574,
484,
710,
769,
813,
690,
726,
662,
689,
769,
770,
835,
779,
807,
695,
752,
841,
870,
889,
858,
777,
754,
676,
740,
851,
910,
889,
805,
744,
789,
748,
760,
815,
811,
808,
815,
820,
848,
886,
901,
873,
910,
862,
840,
809,
857,
1000,
859,
883,
977,
964,
976,
901,
914,
870,
790,
795,
809,
899
] |
[
"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: 18.50%",
"予測される変化率: [カラム_0] 予測される変化率: -25.21%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.30倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 18.50%",
"Forecasted change rate: [column_0] Forecasted change rate: -25.21%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.30 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 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] 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 48.",
"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 |
[
264,
249,
194,
170,
171,
258,
303,
244,
215,
205,
131,
179,
228,
229,
270,
240,
231,
153,
183,
226,
232,
252,
191,
160,
123,
175,
208,
170,
211,
171,
166,
135,
131,
194,
191,
202,
176,
250,
161,
167,
225,
225,
187,
192,
232,
193,
158,
220,
234,
193,
214,
202,
179,
186,
251,
278,
245,
272,
210,
190,
209,
259,
279,
375,
336,
253,
231,
283,
377,
390,
376,
310,
290,
252,
419,
457,
388,
368,
363,
261,
258,
312,
472,
378,
438,
359,
281,
294,
314,
391,
374,
397,
373,
321,
257,
338,
352,
387,
404,
356,
325,
230,
302,
376,
381,
436,
479,
307,
249,
246,
330,
353,
340,
356,
277,
213,
239,
351,
384,
339,
364,
314,
252,
339,
442,
377,
369,
361,
327,
264,
334,
350,
369,
402,
397,
369,
281,
269,
322,
342,
351,
415,
335,
265,
341,
407,
416,
405,
406,
353,
243,
399,
507,
453,
415,
420,
379,
291,
330,
419,
456,
451,
511,
430,
380,
403,
503,
474,
403,
436,
352,
255,
337,
469,
586,
552,
598,
542,
443,
488,
498,
555,
731,
1458,
1353,
862,
711,
950,
810,
791,
733,
577,
404,
522,
677,
778,
628,
595,
431,
380,
450,
462,
473,
415,
474,
402,
294,
384,
423,
390,
407,
615,
317,
281,
386,
524,
502,
466,
443,
419,
272,
327,
586,
461,
359,
527,
364,
296,
298,
407,
377,
350,
363,
311,
313,
299,
466,
432,
481,
416,
416,
335,
543,
2630,
979,
648,
475,
377,
275,
361,
456,
489,
381,
371,
331,
222,
329,
365,
389,
395,
382,
361,
314,
496,
481,
417,
475,
458,
481,
342,
458,
440,
429,
320,
381,
490,
262,
270,
326,
317,
323,
332,
273,
212,
215,
290,
304,
322,
320,
280,
218,
234,
338,
279,
316,
288,
323,
605,
289,
365,
389,
362,
389,
288,
287,
367,
400,
366,
383,
355,
242,
236,
322,
360,
300,
387,
357,
347,
219,
298,
301,
291,
270,
276,
250,
158,
271,
334,
323,
302,
284,
228,
150,
219,
275,
295,
282,
314,
253,
196,
211,
322,
319,
325,
258,
261,
138,
237,
298,
277,
233,
325,
233,
185,
190,
291,
284,
220,
201,
203,
147,
159,
210,
206,
243,
236,
207,
156,
144,
259,
232,
226,
159,
163,
137,
137,
178,
231,
236,
217,
169,
151,
148,
219,
175,
196,
215,
218,
144,
158,
270,
213,
220,
180,
207,
125,
208,
168,
187,
161,
204,
201,
137,
198,
371,
246,
191,
179,
172,
145,
166,
203,
210,
176,
204,
187,
185,
140,
215,
190,
347,
241,
191,
143,
178,
233,
213,
215,
240,
273,
183,
220,
293,
324,
307,
397,
242,
280,
265,
367,
341,
319,
299,
311,
230,
474,
456,
428,
393,
381,
403,
238,
321,
533,
336,
367,
354,
424,
267,
433,
2530,
58163,
1254,
719,
634,
542,
508,
590,
819,
1057,
825,
303,
243,
343,
537,
339,
335,
283,
297,
211,
246,
357,
282,
311,
292,
368,
201,
269,
315,
341,
357,
313,
317,
240,
304,
344,
391,
324,
314,
274,
322,
312,
354,
364,
344,
401,
292,
230,
310,
406,
416,
330
] |
[
392,
356,
277,
411,
517,
408,
404,
420,
352,
289,
310,
375,
347,
410,
393,
335,
322,
383,
662,
451,
412,
366,
315,
239,
325,
433,
464,
754,
430,
432,
468,
507,
489,
739,
482,
555,
599,
1058,
1181,
1184,
850,
698,
606,
598,
445,
478,
545,
574,
801,
706,
554,
361,
368,
399,
408,
387,
408,
360,
275,
334,
436,
448,
381,
601,
386,
444,
335,
421,
412,
386,
377,
301,
251,
303,
388,
396,
304,
324,
556,
243,
264,
398,
373,
321,
314,
263,
229,
299,
328,
305,
370,
362,
317,
348,
286,
337
] |
[
"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: 25.00%",
"予測される変化率: [カラム_0] 予測される変化率: -14.03%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の5.20倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 46個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 25.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -14.03%",
"Volatility: [column_0] Volatility: high (standard deviation is 5.20 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 46",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
868,
566,
512,
660,
745,
616,
558,
584,
543,
549,
446,
490,
494,
510,
505,
567,
426,
364,
403,
444,
372,
359,
309,
318,
419,
446,
440,
393,
340,
294,
290,
252,
350,
360,
450,
370,
476,
413,
312,
395,
384,
450,
441,
518,
531,
362,
451,
443,
424,
386,
399,
386,
299,
379,
398,
600,
382,
321,
399,
353,
410,
390,
352,
350,
376,
422,
548,
633,
442,
551,
1183,
621,
473,
423,
392,
346,
426,
445,
517,
432,
384,
397,
367,
401,
411,
376,
461,
350,
419,
324,
374,
328,
396,
372,
404,
390,
391,
490,
439,
480,
614,
559,
448,
580,
520,
667,
531,
459,
396,
502,
362,
368,
442,
507,
489,
477,
371,
354,
418,
399,
401,
436,
436,
345,
370,
386,
415,
434,
425,
342,
490,
428,
434,
589,
513,
569,
602,
502,
437,
494,
650,
520,
463,
464,
513,
557,
443,
585,
554,
520,
678,
569,
485,
496,
482,
487,
396,
455,
456,
655,
483,
396,
357,
450,
436,
520,
418,
375,
498,
480,
391,
389,
503,
456,
343,
320,
351,
377,
415,
403,
390,
390,
383,
248,
270,
355,
354,
368,
464,
413,
444,
447,
450,
350,
506,
475,
400,
366,
373,
354,
421,
406,
369,
383,
399,
409,
401,
434,
411,
362,
498,
446,
455,
502,
515,
419,
521,
629,
470,
605,
467,
452,
353,
338,
383,
395,
344,
342,
329,
368,
529,
451,
386,
361,
359,
362,
384,
378,
405,
392,
370,
332,
407,
328,
344,
334,
456,
323,
334,
371,
491,
357,
440,
369,
438,
335,
360,
339,
367,
433,
413,
383,
357,
425,
435,
417,
491,
543,
671,
1067,
643,
539,
597,
1025,
586,
480,
486,
545,
437,
412,
489,
483,
345,
440,
497,
571,
433,
419,
438,
370,
334,
399,
391,
378,
363,
413,
422,
319,
327,
773,
278,
311,
338,
321,
415,
323,
384,
376,
322,
459,
382,
332,
282,
277,
365,
358,
337,
375,
349,
336,
326,
347,
406,
357,
313,
443,
430,
574,
423,
529,
387,
445,
458,
709,
1077,
952,
894,
1024,
1027,
1108,
1533,
1459,
1136,
1122,
1831,
1329,
1151,
1259,
2558,
2015,
1690,
1379,
1255,
1011,
1163,
995,
1410,
1431,
1182,
883,
781,
1129,
2057,
1479,
1195,
1159,
1089,
1067,
1065,
1042,
816,
972,
1341,
1323,
855,
1305,
1760,
916,
902,
775,
607,
521,
564,
556,
547,
503,
528,
412,
513,
425,
550,
550,
478,
378,
539,
417,
464,
420,
507,
503,
713,
709,
639,
548,
554,
493,
542,
590,
424,
425,
540,
536,
506,
671,
606,
467,
804,
1473,
928,
700,
571,
451,
418,
442,
418,
465,
485,
567,
717,
763,
468,
484,
500,
461,
998,
640,
393,
344,
444,
365,
317,
342,
332,
416,
435,
339,
342,
319,
327,
355,
348,
338,
315,
310,
265,
317,
301,
280,
317,
358,
364,
401,
347,
399,
1006,
530,
490,
480,
421,
505,
403,
371,
352,
365,
291,
303,
307,
283,
373,
375,
384,
350,
431,
347,
278,
311,
383,
365,
300,
322,
308,
386,
348,
331,
373,
306,
453,
442,
605,
1594,
762,
644,
577,
523,
743,
612,
395,
394,
371,
352,
316,
315
] |
[
388,
303,
488,
430,
450,
2285,
811,
581,
517,
564,
566,
395,
433,
346,
460,
387,
435,
393,
373,
391,
354,
391,
443,
442,
429,
347,
792,
370,
416,
371,
362,
374,
372,
281,
381,
380,
318,
296,
312,
375,
399,
390,
390,
357,
365,
448,
461,
398,
360,
429,
376,
357,
413,
425,
398,
382,
419,
344,
446,
472,
436,
354,
357,
457,
353,
374,
321,
363,
333,
283,
326,
405,
409,
529,
454,
442,
308,
353,
368,
296,
498,
330,
399,
398,
375,
357,
368,
434,
299,
304,
261,
310,
289,
406,
326,
294
] |
[
"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: -63.71%",
"予測される変化率: [カラム_0] 予測される変化率: -24.23%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.55倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -63.71%",
"Forecasted change rate: [column_0] Forecasted change rate: -24.23%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.55 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 59",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 80 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 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 80."
]
}
|
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,
20,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
13,
8,
29,
60,
64,
57,
39,
66,
77,
62,
69,
89,
46,
54,
52,
65,
44,
80,
561,
540,
449,
486,
434,
393,
375,
367,
384,
382,
339,
591,
520,
420,
388,
447,
360,
448,
452,
438,
511,
500,
433,
491,
468,
1422,
501,
435,
339,
358,
347,
375,
414,
329,
352,
312,
562,
661,
1087,
814,
709,
598,
613,
664,
810,
908,
899,
794,
675,
641,
648,
580,
733,
808,
694,
592,
577,
753,
668,
742,
913,
727,
662,
610,
611,
736,
843,
822,
842,
752,
767,
863,
1076,
5834,
3632,
2242,
1857,
1387,
1342,
2955,
2643,
2544,
1875,
1829,
2205,
2581,
1851,
2117,
1583,
1511,
1121,
1062,
1034,
949,
904,
1225,
984,
1060,
921,
832,
855,
952,
1069,
5933,
4516,
3983,
2777,
1576,
1263,
1215,
1202,
1445,
1187,
920,
838,
903,
1068,
971,
1219,
1207,
1392,
1024,
956,
1161,
1273,
1130,
885,
1255,
1153,
1139,
1084,
896,
1108,
1874,
4312,
3816,
2014,
1478,
1222,
1301,
1459,
1932,
1563,
1388,
1436,
1504,
1603,
1619,
1527,
1234,
1324,
1823,
1632,
2337,
2981,
2531,
2797,
3258,
3368,
2960,
2602,
3332,
3078,
2886,
7175,
7561,
4341,
4037,
3773,
4315,
3201,
3217,
3137,
2576,
2690,
2272,
2004,
1945,
2263,
2133,
1761,
1489,
1629,
1632,
1593,
1771,
1851,
1479,
1438,
1533,
1502,
1494,
1592,
1630,
1515,
3620,
3384,
2880,
2163,
1926,
2044,
1962,
2149,
1983,
1772,
1884,
2429,
2317,
1760,
2571,
1767,
1802,
1586,
1674,
2209,
1506,
1621,
1495,
1447,
1666,
1704,
1685,
1410,
1365,
1246,
1234,
5191,
4945,
3488,
2456,
2469,
2083,
1847,
1690,
1846,
1849,
1533,
1518,
1412,
1297,
1294,
1389,
1445,
1170,
1276,
1261,
1146,
1360,
1419,
1504,
1909,
1650,
1309,
1266,
1369,
1752,
2050,
6248,
13720,
10271,
7110,
5014,
4080,
3159,
2499,
4450,
4224,
3625,
3704,
3834,
3975,
3664,
4110,
3806,
3822,
3824,
4264,
4287,
4551,
4709,
4770,
6872,
7644,
7542,
6502,
5643,
4726,
4277,
4828,
5349,
5440,
5919,
5289,
5203,
7285,
5856,
5309,
5432,
6273,
5012,
5452,
6378
] |
[
6839,
6459,
7711,
13950,
11617,
8536,
8102,
9414,
11456,
11782,
14788,
11232,
10042,
12390,
16143,
47183,
52899,
47846,
36893,
31168,
27730,
25063,
22740,
22567,
22892,
16769,
15133,
14155,
14039,
13764,
12914,
12304,
11809,
11033,
10226,
9269,
8440,
8818,
9331,
8410,
7992,
7492,
6367,
5872,
7000,
7118,
5279,
4561,
4342,
4320,
4253,
5223,
4797,
4188,
3735,
3625,
3511,
3727,
4531,
3899,
3695,
4229,
4382,
4756,
4634,
6586,
5666,
4041,
3862,
3651,
3439,
3957,
4430,
5072,
3041,
2846,
2887,
2799,
2773,
3205,
3596,
2510,
2329,
2144,
2294,
3158,
3603,
3956,
2727,
2501,
2483,
2361,
2627,
3161,
3701,
2598
] |
[
"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: 31790.00%",
"予測される変化率: [カラム_0] 予測される変化率: -62.01%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.01倍)",
"トレンド: [カラム_0] トレンドの変化: 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: 31個",
"最初のターニングポイント: [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: 31790.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -62.01%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.01 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 31",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"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 82.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
[
216,
236,
247,
186,
229,
288,
188,
219,
242,
215,
190,
237,
240,
203,
221,
231,
206,
182,
263,
254,
248,
215,
242,
200,
261,
279,
251,
235,
235,
245,
244,
251,
337,
199,
220,
317,
247,
345,
207,
267,
250,
216,
203,
217,
293,
241,
280,
293,
263,
286,
289,
265,
188,
281,
210,
312,
218,
256,
236,
182,
251,
264,
283,
229,
218,
233,
196,
233,
255,
249,
210,
230,
195,
255,
218,
292,
246,
248,
184,
208,
183,
232,
239,
230,
208,
214,
222,
182,
240,
186,
225,
209,
311,
188,
200,
278,
229,
218,
230,
223,
218,
173,
263,
216,
304,
240,
231,
240,
212,
209,
181,
213,
230,
230,
183,
183,
221,
190,
205,
229,
295,
186,
351,
239,
222,
174,
210,
191,
256,
618,
196,
288,
212,
365,
215,
221,
194,
221,
261,
190,
237,
285,
215,
211,
258,
239,
196,
254,
480,
233,
225,
217,
235,
184,
244,
414,
207,
185,
236,
233,
325,
392,
287,
232,
263,
246,
223,
223,
237,
249,
183,
203,
204,
253,
208,
198,
134,
152,
255,
247,
259,
265,
232,
200,
554,
274,
271,
239,
368,
230,
279,
266,
220,
257,
435,
228,
245,
379,
247,
332,
236,
221,
248,
280,
294,
245,
316,
228,
254,
249,
231,
207,
264,
208,
253,
268,
230,
219,
222,
219,
197,
222,
233,
327,
432,
320,
221,
199,
203,
215,
259,
244,
267,
198,
289,
424,
224,
253,
248,
195,
222,
293,
244,
454,
189,
230,
210,
194,
293,
263,
286,
258,
273,
244,
306,
236,
227,
231,
233,
209,
172,
236,
224,
221,
253,
264,
195,
284,
210,
214,
218,
231,
269,
273,
269,
218,
223,
236,
261,
229,
449,
232,
242,
385,
236,
257,
269,
219,
233,
221,
210,
243,
237,
241,
189,
245,
224,
347,
249,
269,
271,
207,
241,
206,
217,
195,
180,
256,
150,
202,
168,
216,
212,
211,
208,
172,
230,
169,
183,
258,
378,
220,
191,
246,
207,
197,
257,
285,
185,
203,
221,
242,
200,
233,
283,
285,
230,
201,
202,
237,
196,
230,
184,
187,
198,
172,
203,
215,
220,
184,
208,
181,
248,
260,
237,
217,
223,
235,
244,
265,
235,
625,
225,
257,
210,
217,
332,
232,
277,
267,
207,
240,
225,
189,
236,
207,
254,
258,
259,
256,
265,
867,
245,
238,
212,
232,
206,
217,
234,
225,
262,
276,
209,
351,
202,
241,
252,
260,
265,
247,
240,
203,
201,
251,
224,
211,
226,
261,
241,
177,
262,
262,
231,
212,
230,
226,
255,
245,
237,
221,
201,
177,
232,
193,
247,
205,
216,
196,
413,
179,
235,
203,
397,
192,
173,
188,
173,
157,
176,
401,
235,
216,
203,
195,
162,
204,
234,
173,
182,
161,
174,
170,
246,
179,
178,
228,
196,
167,
169,
216,
244,
182,
233,
207,
214,
176,
212,
208,
195,
218,
198,
187,
199,
207,
231,
226,
209,
210,
216,
252,
186,
212,
190,
187,
255,
185,
180,
218,
188,
166,
183,
180,
227,
171,
204,
239,
327,
204,
184,
231,
172,
215,
165,
176,
171,
186,
252,
185,
195,
302,
400,
223
] |
[
203,
222,
182,
241,
193,
218,
198,
223,
181,
157,
220,
541,
186,
179,
193,
223,
178,
246,
203,
183,
170,
218,
154,
198,
193,
200,
169,
230,
143,
155,
164,
162,
190,
233,
203,
244,
515,
211,
257,
204,
220,
485,
240,
218,
218,
293,
222,
329,
191,
193,
180,
226,
498,
208,
200,
230,
205,
179,
353,
325,
210,
207,
196,
205,
143,
260,
254,
273,
209,
194,
203,
198,
185,
188,
249,
228,
214,
170,
288,
656,
220,
208,
288,
256,
193,
186,
235,
226,
519,
192,
200,
249,
242,
252,
322,
220
] |
[
"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: 3.24%",
"予測される変化率: [カラム_0] 予測される変化率: 8.37%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.28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: 65個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 3.24%",
"Forecasted change rate: [column_0] Forecasted change rate: 8.37%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.28 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 65",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 70 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 70.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
16,
12,
12,
14,
31,
20,
24,
9,
24,
24,
20,
13,
30,
14,
16,
31,
21,
13,
15,
13,
13,
17,
22,
18,
12,
14,
13,
13,
16,
10,
14,
13,
9,
24,
13,
4,
9,
6,
11,
41,
53,
16,
20,
15,
10,
11,
11,
12,
29,
20,
28,
16,
12,
21,
18,
12,
12,
11,
16,
16,
7,
23,
15,
22,
12,
20,
12,
13,
12,
16,
14,
8,
10,
8,
10,
10,
13,
13,
21,
11,
18,
19,
17,
16,
21,
13,
14,
19,
16,
12,
18,
9,
16,
66,
3,
20,
20,
23,
10,
6,
8,
15,
15,
9,
17,
15,
10,
16,
14,
23,
14,
6,
9,
34,
11,
13,
25,
39,
33,
34,
23,
26,
17,
7,
13,
8,
18,
12,
23,
22,
20,
19,
14,
18,
14,
12,
10,
13,
20,
21,
15,
26,
12,
6,
10,
18,
22,
19,
25,
12,
12,
11,
19,
9,
16,
36,
19,
28,
16,
24,
22,
8,
17,
10,
26,
22,
13,
21,
27,
22,
17,
15,
16,
19,
10,
11,
10,
11,
18,
34,
29,
25,
15,
21,
15,
17,
20,
13,
32,
18,
11,
20,
16,
11,
15,
29,
19,
10,
19,
6,
6,
15,
44,
18,
19,
13,
20,
26,
18,
29,
23,
17,
15,
15,
18,
34,
17,
15,
18,
12,
17,
11,
13,
10,
16,
21,
30,
12,
28,
26,
24,
15,
21,
27,
25,
13,
27,
19,
9,
32,
13,
15,
22,
32,
20,
14,
13,
10,
16,
28,
20,
13,
18,
20,
11,
16,
25,
16,
22,
26,
9,
15,
9,
15,
25,
24,
24,
13,
17,
21,
14,
23,
16,
19,
12,
12,
15,
20,
67,
42,
35,
19,
24,
19,
18,
43,
27,
15,
15,
20,
33,
18,
38,
31,
14,
25,
20,
29,
21,
22,
22,
22,
28,
33,
26,
23,
13,
12,
8,
22,
24,
15,
17,
17,
36,
15,
41,
27,
10,
17,
19,
17,
26,
135,
139,
857,
4565,
8700,
6080,
2069,
598,
863,
980,
694,
424,
334,
201,
123,
105,
99,
74,
83,
40,
66,
50,
46,
37,
58,
36,
68,
41,
37,
40,
50,
40,
57,
59,
32,
28,
26,
32,
25,
16,
33,
20,
21,
28,
16,
28,
38,
53,
24,
20,
31,
18,
26,
38,
32,
21,
22,
27,
23,
22,
45,
23,
39,
31,
19,
17,
20,
17,
29,
24,
33,
47,
17,
20,
33,
28,
22,
20,
11,
14,
17,
32,
17,
22,
22,
40,
22,
29,
22,
14,
16,
23,
11,
18,
14,
12,
24,
36,
9,
18,
15,
17,
25,
15,
12,
29,
15,
9,
10,
8,
28,
18,
14,
13,
26,
31,
20,
12,
35,
15,
7,
23,
26,
22,
31,
28,
11,
16,
9,
14,
16,
18,
24,
28,
12,
25,
21,
34,
21,
21,
25,
20,
15,
21,
34,
18,
20,
30,
43,
26,
38,
22,
16,
19,
62,
20,
17,
22,
28,
20,
32,
17,
26,
17,
19,
25,
33,
30,
33,
35,
25,
29,
33,
15,
35,
27,
18,
29,
20,
35,
29,
35,
25,
20,
15,
23,
31,
25,
21
] |
[
40,
21,
27,
17,
26,
35,
20,
13,
15,
21,
23,
25,
28,
27,
35,
24,
28,
21,
34,
30,
26,
26,
30,
21,
42,
19,
27,
16,
16,
28,
15,
20,
32,
30,
22,
20,
13,
13,
25,
31,
25,
18,
21,
26,
34,
25,
20,
28,
27,
23,
14,
22,
18,
20,
9,
22,
28,
21,
34,
23,
13,
18,
17,
14,
20,
12,
16,
42,
22,
22,
10,
13,
18,
32,
17,
26,
14,
29,
41,
31,
18,
25,
29,
34,
42,
33,
27,
20,
28,
22,
40,
35,
26,
28,
40,
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: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 31.25%",
"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7.30倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 31.25%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.30 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 72.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
125,
166,
199,
134,
179,
139,
125,
124,
94,
81,
70,
75,
91,
132,
83,
102,
65,
83,
73,
116,
124,
203,
307,
275,
147,
85,
94,
153,
245,
89,
114,
159,
110,
115,
122,
320,
246,
197,
134,
140,
128,
139,
266,
513,
521,
171,
136,
170,
93,
137,
110,
166,
125,
103,
173,
239,
133,
120,
107,
95,
109,
101,
114,
134,
63,
71,
76,
83,
317,
117,
124,
68,
144,
115,
90,
168,
242,
312,
113,
166,
134,
140,
147,
203,
154,
307,
269,
170,
291,
606,
598,
536,
606,
806,
495,
351,
354,
436,
410,
421,
306,
240,
294,
340,
429,
296,
353,
358,
302,
308,
469,
483,
406,
373,
432,
379,
388,
282,
199,
250,
168,
150,
172,
181,
119,
165,
140,
175,
213,
191,
183,
302,
374,
243,
166,
153,
118,
171,
118,
119,
134,
289,
222,
192,
166,
156,
128,
95,
206,
132,
161,
144,
205,
181,
250,
222,
166,
178,
181,
260,
189,
212,
300,
239,
164,
519,
882,
620,
712,
739,
460,
308,
588,
1014,
1207,
643,
750,
948,
398,
356,
748,
453,
459,
586,
939,
674,
489,
549,
496,
508,
437,
582,
459,
451,
275,
237,
423,
219,
225,
167,
204,
193,
188,
126,
377,
186,
168,
154,
138,
127,
196,
129,
137,
125,
144,
132,
132,
109,
103,
124,
116,
138,
139,
246,
182,
151,
146,
109,
153,
134,
157,
101,
114,
241,
143,
193,
122,
140,
180,
167,
200,
137,
193,
202,
175,
196,
209,
200,
200,
190,
148,
143,
165,
156,
151,
213,
219,
205,
210,
260,
204,
180,
180,
170,
126,
112,
247,
205,
136,
156,
133,
158,
143,
321,
297,
334,
239,
156,
179,
115,
78,
76,
79,
106,
174,
107,
110,
110,
102,
72,
111,
132,
230,
101,
106,
106,
96,
125,
133,
87,
93,
77,
141,
171,
151,
1018,
297,
172,
189,
134,
99,
103,
118,
120,
90,
77,
133,
105,
105,
131,
75,
71,
74,
63,
94,
111,
78,
78,
94,
92,
92,
88,
81,
85,
71,
77,
95,
84,
93,
118,
77,
87,
61,
83,
183,
132,
119,
119,
89,
68,
92,
67,
80,
83,
85,
73,
68,
48,
67,
50,
82,
69,
72,
68,
90,
56,
79,
79,
85,
61,
86,
104,
98,
53,
60,
64,
58,
45,
70,
125,
210,
127,
119,
71,
47,
63,
84,
112,
91,
66,
52,
52,
55,
86,
67,
80,
70,
64,
110,
89,
81,
83,
435,
103,
56,
77,
75,
61,
65,
66,
69,
88,
71,
67,
86,
75,
72,
79,
90,
97,
71,
53,
78,
86,
85,
96,
80,
71,
72,
62,
80,
91,
61,
82,
90,
60,
63,
83,
129,
85,
100,
114,
128,
98,
120,
112,
70,
93,
108,
109,
96,
139,
77,
52,
49,
60,
94,
64,
86,
86,
97,
60,
47,
72,
131,
77,
94,
97,
74,
223,
213,
157,
172,
169,
178,
180,
191,
179,
337,
231,
216,
691,
925,
648,
554,
671,
567,
462,
534,
511,
501,
509,
888,
763,
575,
427,
405,
354,
360,
431,
346,
529,
706,
607,
566,
457,
399,
455,
468,
545,
1546,
3548
] |
[
3218,
1819,
1356,
982,
904,
767,
770,
650,
643,
594,
539,
727,
776,
671,
556,
739,
673,
514,
422,
361,
307,
342,
279,
246,
4615,
2122,
797,
477,
332,
291,
291,
323,
331,
304,
252,
229,
171,
343,
276,
291,
195,
174,
176,
179,
192,
245,
208,
179,
136,
145,
128,
140,
220,
128,
123,
145,
135,
138,
194,
184,
169,
109,
104,
104,
103,
140,
329,
161,
158,
132,
173,
229,
182,
172,
117,
88,
86,
98,
108,
765,
198,
98,
102,
95,
102,
78,
119,
111,
127,
122,
103,
84,
79,
117,
104,
98
] |
[
"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: 2738.40%",
"予測される変化率: [カラム_0] 予測される変化率: -96.95%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.39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: 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6番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 2738.40%",
"Forecasted change rate: [column_0] Forecasted change rate: -96.95%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.39 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 41",
"First turning point: [column_0] First turning point: at data point 6 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 76 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data 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 not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 76."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
557,
458,
419,
458,
693,
474,
460,
459,
433,
667,
694,
735,
555,
596,
471,
507,
519,
1934,
983,
772,
669,
670,
703,
613,
787,
812,
647,
678,
966,
740,
667,
715,
902,
694,
638,
576,
543,
4121,
1114,
972,
817,
630,
623,
854,
716,
711,
1201,
585,
546,
484,
529,
622,
531,
691,
477,
425,
526,
496,
887,
980,
712,
670,
616,
474,
1043,
414,
465,
588,
381,
269,
297,
343,
333,
536,
511,
316,
301,
455,
296,
254,
345,
451,
345,
262,
341,
350,
521,
548,
707,
653,
469,
459,
473,
479,
702,
735,
7121,
819,
555,
2760,
831,
683,
786,
784,
644,
461,
420,
436,
514,
598,
433,
443,
581,
1586,
712,
765,
3072,
937,
664,
750,
771,
645,
768,
1997,
723,
1635,
1434,
920,
809,
1061,
1126,
842,
740,
1165,
635,
570,
752,
927,
442,
367,
676,
779,
650,
975,
807,
453,
609,
497,
637,
710,
586,
614,
547,
499,
492,
413,
365,
778,
677,
557,
537,
528,
366,
531,
541,
578,
508,
1144,
457,
440,
431,
538,
6597,
1134,
694,
598,
718,
1397,
989,
847,
792,
1094,
679,
1130,
852,
961,
969,
618,
527,
511,
468,
466,
721,
653,
453,
524,
460,
432,
674,
1114,
969,
565,
534,
1591,
834,
1246,
19690,
32629,
3787,
2812,
1711,
1779,
3609,
3988,
4858,
2769,
9344,
4111,
1545,
2772,
6841,
3209,
1629,
1401,
1189,
939,
1029,
1620,
1790,
1039,
1814,
1081,
989,
943,
1108,
1260,
813,
619,
696,
607,
828,
856,
1025,
775,
2066,
970,
1265,
1154,
967,
1171,
615,
513,
530,
424,
408,
614,
796,
401,
374,
346,
312,
323,
517,
504,
362,
387,
414,
394,
355,
494,
536,
493,
327,
446,
344,
393,
590,
2000,
685,
506,
401,
307,
353,
477,
617,
320,
335,
340,
379,
346,
378,
495,
344,
386,
301,
318,
708,
594,
807,
417,
370,
780,
651,
586,
604,
600,
421,
389,
339,
444,
448,
407,
445,
2025,
1015,
686,
574,
673,
612,
757,
843,
392,
505,
414,
400,
591,
777,
517,
378,
413,
387,
346,
401,
542,
388,
318,
362,
349,
373,
651,
519,
375,
257,
293,
380,
349,
411,
453,
405,
411,
350,
261,
288,
349,
503,
326,
271,
315,
285,
310,
359,
350,
249,
319,
357,
301,
264,
298,
378,
315,
315,
229,
511,
333,
325,
293,
1407,
450,
314,
650,
322,
386,
358,
311,
370,
354,
293,
369,
368,
441,
427,
300,
336,
440,
308,
355,
509,
400,
292,
283,
299,
873,
322,
352,
278,
284,
267,
293,
334,
420,
1762,
720,
444,
393,
384,
341,
361,
444,
370,
312,
383,
418,
331,
433,
482,
342,
324,
264,
228,
259,
344,
464,
314,
299,
351,
332,
309,
409,
427,
289,
270,
317,
276,
299,
405,
414,
262,
271,
360,
301,
318,
424,
506,
297,
297,
290,
307,
285,
393,
546,
392,
339,
417,
2162,
561,
502,
591,
477,
1761,
1501,
904,
715,
743,
3715,
954,
766,
632,
659,
702,
955,
3495,
1028,
669,
623,
637,
704,
1639,
890,
569,
634,
555,
501,
477,
759,
786,
656,
531,
467,
928,
846,
871,
809,
425,
471,
641,
489,
504,
567,
601,
592,
536,
587
] |
[
2238,
794,
6086,
2810,
782,
872,
4472,
2074,
1155,
1264,
12637,
3564,
6046,
3557,
1495,
1339,
1579,
2265,
2247,
1348,
1196,
864,
1464,
1974,
1935,
1746,
2490,
2502,
1486,
1784,
3393,
3091,
3106,
2501,
2878,
2202,
2241,
1839,
1940,
1624,
1102,
976,
1174,
1044,
1758,
1646,
1001,
880,
1064,
936,
1152,
2081,
1566,
931,
843,
828,
1008,
1147,
1364,
1314,
784,
634,
677,
584,
662,
1051,
923,
569,
768,
660,
569,
688,
896,
1012,
581,
542,
611,
523,
1202,
1020,
890,
659,
527,
602,
932,
674,
814,
865,
1162,
646,
535,
599,
1024,
933,
829,
644
] |
[
"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: 5.39%",
"予測される変化率: [カラム_0] 予測される変化率: -71.22%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.89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: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 5.39%",
"Forecasted change rate: [column_0] Forecasted change rate: -71.22%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.89 times the mean)",
"Trend: [column_0] Trend intensification: downward 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] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] 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 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 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2,
8,
2,
4,
2,
2,
1,
4,
4,
4,
2,
2,
2,
3,
0,
7,
9,
5,
3,
3,
4,
1,
8,
4,
1,
2,
1,
6,
6,
1,
3,
1,
3,
2,
2,
2,
2,
0,
5,
1,
4,
2,
5,
3,
4,
3,
4,
2,
1,
1,
0,
5,
5,
3,
3,
8,
0,
5,
2,
0,
5,
6,
2,
3,
3,
3,
2,
2,
2,
4,
1,
1,
8,
1,
4,
2,
1,
33,
119,
102,
48,
54,
44,
39,
28,
30,
31,
37,
49,
31,
23,
64,
31,
34,
42,
27,
35,
20,
29,
39,
33,
27,
34,
35,
21,
19,
28,
22,
39,
46,
22,
22,
43,
30,
32,
19,
26,
29,
21,
34,
19,
18,
49,
31,
23,
20,
36,
29,
41,
51,
47,
32,
24,
36,
20,
22,
26,
53,
29,
18,
24,
28,
26,
35,
35,
39,
32,
50,
58,
34,
48,
64,
27,
34,
35,
33,
26,
28,
26,
31,
37,
28,
51,
41,
36,
54,
31,
21,
33,
31,
21,
27,
42,
27,
27,
21,
20,
20,
28,
34,
30,
42,
49,
38,
34,
26,
30,
33,
34,
38,
35,
28,
74,
62,
58,
38,
32,
34,
39,
47,
50,
32,
89,
47,
36,
32,
27,
33,
34,
27,
30,
34,
38,
44,
50,
32,
30,
40,
41,
27,
40,
38,
26,
42,
32,
58,
23,
29,
38,
21,
23,
20,
22,
28,
26,
40,
39,
25,
21,
30,
26,
31,
31,
32,
22,
28,
16,
23,
37,
27,
33,
30,
29,
18,
25,
38,
23,
28,
23,
15,
19,
24,
24,
51,
26,
28,
32,
26,
32,
31,
29,
33,
43,
23,
27,
34,
33,
33,
43,
26,
58,
47,
33,
41,
38,
23,
36,
46,
37,
21,
44,
32,
24,
39,
29,
21,
22,
42,
39,
23,
21,
14,
27,
30,
37,
30,
41,
43,
38,
79,
36,
31,
59,
19,
46,
51,
25,
36,
36,
31,
26,
39,
25,
35,
29,
36,
31,
42,
39,
40,
20,
31,
46,
39,
46,
37,
27,
34,
42,
34,
36,
27,
26,
30,
66,
59,
150,
124,
75,
62,
81,
100,
63,
2024,
919,
341,
252,
225,
147,
121,
190,
110,
79,
94,
80,
59,
58,
75,
72,
39,
51,
49,
60,
41,
73,
60,
37,
36,
43,
37,
44,
45,
55,
38,
24,
36,
49,
24,
38,
40,
37,
15,
36,
26,
35,
53,
44,
66,
31,
36,
36,
28,
37,
47,
41,
19,
37,
43,
22,
60,
40,
31,
36,
37,
45,
32,
28,
30,
33,
19,
40,
29,
31,
29,
27,
20,
29,
26,
27,
41,
49,
53,
30,
52,
31,
25,
25,
40,
41,
23,
31,
22,
20,
25,
28,
25,
81,
48,
43,
61,
49,
40,
33,
39,
31,
45,
29,
33,
39,
42,
43,
55,
55,
35,
26,
57,
69,
79,
47,
36,
44,
41,
58,
41,
41,
30,
18,
29,
60,
59,
65,
39,
53,
38,
100,
2292,
1272,
598,
317,
228,
212,
208,
184,
175,
136,
89,
91,
77,
55,
124,
194,
169,
74,
70,
53,
59,
68,
67,
63,
61,
40,
50
] |
[
56,
50,
63,
127,
39,
45,
91,
39,
81,
72,
73,
44,
48,
31,
49,
40,
62,
51,
36,
34,
41,
23,
34,
59,
47,
110,
34,
47,
32,
39,
25,
50,
27,
34,
30,
59,
33,
40,
42,
55,
42,
42,
37,
33,
114,
28,
37,
40,
26,
74,
61,
62,
34,
43,
34,
37,
40,
22,
37,
39,
33,
45,
34,
36,
38,
39,
40,
43,
37,
34,
30,
30,
39,
36,
20,
25,
27,
39,
21,
40,
70,
47,
48,
40,
115,
82,
54,
46,
54,
53,
37,
50,
36,
60,
76,
48
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 2400.00%",
"予測される変化率: [カラム_0] 予測される変化率: -14.29%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.78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: 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: 2400.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -14.29%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.78 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 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 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 80 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 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 80."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
165,
173,
161,
164,
815,
257,
160,
147,
202,
249,
216,
521,
259,
237,
237,
243,
254,
229,
977,
364,
309,
258,
210,
193,
182,
236,
203,
203,
231,
173,
205,
168,
718,
233,
266,
234,
236,
227,
196,
196,
201,
233,
174,
208,
183,
190,
209,
181,
234,
188,
155,
215,
184,
1177,
247,
219,
221,
223,
191,
169,
200,
211,
167,
191,
163,
189,
178,
831,
565,
397,
359,
323,
361,
277,
304,
301,
380,
285,
275,
281,
268,
257,
330,
364,
275,
245,
233,
212,
295,
391,
392,
232,
222,
246,
300,
288,
298,
272,
230,
330,
492,
380,
4555,
1151,
673,
574,
509,
501,
441,
541,
396,
394,
369,
378,
597,
363,
319,
450,
335,
299,
284,
258,
348,
294,
238,
250,
313,
282,
248,
234,
341,
266,
251,
229,
299,
314,
265,
237,
210,
212,
238,
230,
263,
265,
261,
245,
200,
199,
198,
256,
228,
264,
210,
371,
250,
222,
234,
239,
276,
240,
207,
263,
225,
259,
224,
302,
206,
247,
178,
184,
247,
365,
278,
224,
241,
355,
232,
461,
588,
910,
493,
605,
9786,
3087,
2417,
6252,
3689,
1439,
1182,
922,
1179,
1150,
876,
843,
702,
643,
629,
538,
588,
551,
610,
639,
511,
733,
598,
7847,
1449,
1006,
1065,
769,
690,
596,
668,
680,
518,
669,
698,
1049,
476,
477,
398,
485,
404,
376,
340,
335,
343,
305,
303,
279,
289,
403,
327,
328,
299,
327,
569,
388,
371,
350,
340,
339,
414,
329,
280,
294,
294,
306,
237,
260,
293,
320,
235,
237,
288,
270,
283,
270,
270,
245,
237,
241,
260,
350,
247,
305,
224,
320,
241,
276,
622,
351,
347,
300,
283,
289,
269,
311,
296,
263,
269,
246,
298,
256,
306,
290,
248,
283,
266,
302,
247,
396,
537,
352,
441,
332,
315,
263,
449,
300,
260,
282,
244,
216,
199,
176,
192,
214,
186,
185,
182,
181,
189,
146,
248,
201,
162,
147,
152,
154,
138,
132,
128,
133,
151,
116,
206,
199,
202,
186,
193,
176,
144,
224,
183,
185,
171,
165,
140,
152,
236,
202,
227,
187,
179,
174,
147,
177,
186,
150,
150,
159,
182,
181,
211,
179,
158,
168,
180,
179,
233,
171,
173,
154,
180,
164,
148,
162,
275,
165,
195,
184,
182,
165,
175,
279,
174,
219,
209,
222,
165,
184,
657,
264,
205,
241,
233,
205,
352,
1460,
437,
261,
441,
346,
217,
234,
1216,
341,
283,
285,
277,
308,
228,
263,
288,
237,
219,
263,
265,
224,
542,
317,
239,
252,
280,
299,
296,
340,
270,
302,
299,
223,
285,
198,
1245,
349,
283,
218,
434,
349,
238,
306,
246,
227,
234,
224,
235,
187,
244,
220,
214,
238,
239,
283,
209,
386,
282,
451,
771,
849,
640,
486,
559,
471,
404,
414,
400,
351,
311,
3689,
1280,
804,
678,
730,
693,
626,
628,
461,
429,
403,
489,
493,
365,
464,
386,
408,
401,
406,
416,
386,
368,
389,
376,
399,
344,
353,
276,
312,
314,
408,
349,
473,
315,
286,
292,
272,
365,
388,
310,
277,
297,
405,
347,
274,
299,
344,
493,
308,
371,
292,
259,
249
] |
[
277,
300,
233,
304,
327,
321,
316,
377,
321,
332,
941,
522,
364,
382,
336,
328,
375,
332,
252,
287,
367,
379,
290,
232,
285,
246,
257,
258,
349,
243,
233,
243,
223,
222,
239,
267,
231,
204,
291,
398,
208,
219,
239,
227,
438,
312,
292,
265,
366,
451,
293,
329,
370,
342,
334,
250,
255,
229,
238,
2366,
563,
377,
441,
455,
483,
314,
266,
264,
232,
280,
259,
227,
214,
212,
223,
370,
227,
333,
261,
254,
256,
282,
293,
284,
390,
339,
332,
510,
545,
373,
369,
281,
341,
276,
317,
356
] |
[
"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: 50.91%",
"予測される変化率: [カラム_0] 予測される変化率: 28.52%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.63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: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 50.91%",
"Forecasted change rate: [column_0] Forecasted change rate: 28.52%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.63 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 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 80."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
237,
203,
174,
233,
278,
326,
364,
421,
294,
928,
158,
182,
241,
249,
391,
271,
233,
175,
158,
436,
470,
291,
216,
136,
163,
139,
156,
191,
208,
149,
226,
131,
158,
184,
146,
137,
154,
147,
152,
143,
597,
273,
234,
298,
356,
252,
241,
192,
237,
187,
225,
224,
217,
164,
181,
175,
146,
107,
144,
127,
106,
122,
135,
101,
105,
114,
133,
145,
133,
149,
123,
129,
115,
124,
227,
204,
182,
151,
136,
165,
142,
202,
371,
2075,
263,
255,
307,
193,
251,
191,
241,
1148,
1292,
480,
628,
416,
837,
649,
2845,
2105,
1104,
767,
661,
634,
580,
694,
750,
519,
419,
405,
363,
338,
768,
781,
423,
369,
310,
289,
328,
382,
451,
290,
310,
282,
318,
304,
635,
647,
506,
381,
287,
264,
285,
649,
820,
573,
399,
621,
341,
280,
1150,
1174,
598,
454,
357,
334,
1280,
3890,
2310,
1212,
898,
557,
487,
342,
995,
631,
379,
976,
715,
287,
261,
1010,
857,
552,
741,
320,
318,
331,
2240,
1154,
694,
365,
312,
247,
251,
275,
198,
189,
207,
208,
164,
214,
257,
196,
136,
195,
139,
159,
163,
210,
176,
154,
154,
175,
139,
121,
137,
120,
124,
106,
154,
127,
117,
112,
93,
82,
100,
114,
118,
114,
99,
103,
119,
73,
101,
111,
74,
130,
131,
119,
79,
104,
101,
86,
106,
124,
124,
125,
145,
131,
126,
115,
102,
189,
120,
111,
123,
122,
169,
119,
130,
125,
125,
130,
115,
189,
216,
191,
155,
224,
169,
165,
194,
376,
268,
176,
192,
192,
152,
204,
179,
130,
116,
160,
115,
129,
149,
120,
139,
193,
152,
111,
132,
108,
96,
113,
158,
101,
97,
101,
118,
214,
161,
152,
139,
226,
96,
137,
131,
173,
380,
146,
132,
111,
133,
164,
177,
161,
114,
111,
87,
120,
140,
123,
150,
123,
147,
114,
131,
204,
115,
108,
95,
113,
110,
125,
135,
86,
96,
96,
109,
95,
77,
87,
65,
91,
82,
86,
199,
231,
135,
146,
137,
103,
112,
76,
106,
129,
87,
108,
89,
120,
127,
114,
132,
88,
107,
100,
105,
93,
151,
164,
118,
89,
113,
91,
122,
191,
220,
176,
204,
150,
122,
131,
146,
110,
122,
114,
122,
112,
98,
103,
125,
104,
109,
147,
139,
388,
536,
254,
188,
151,
166,
175,
597,
510,
301,
208,
184,
144,
151,
430,
505,
250,
187,
172,
191,
209,
1786,
2741,
1054,
616,
522,
413,
412,
1369,
1988,
771,
633,
470,
349,
389,
432,
440,
308,
314,
383,
268,
335,
1759,
2131,
1154,
807,
579,
419,
593,
2365,
2001,
970,
806,
1214,
621,
602,
1349,
2047,
1484,
713,
423,
411,
619,
1277,
1531,
868,
685,
405,
374,
299,
1093,
1323,
817,
584,
364,
436,
673,
379,
297,
259,
240,
188,
199,
261,
283,
223,
193,
169,
248,
309,
262,
255,
210,
172,
201,
216,
200,
163,
184,
154,
136,
164,
157,
163,
168,
164,
150,
131,
179,
151,
218,
611,
152,
162,
133,
170,
219,
156,
165,
127,
98,
125,
180,
115,
157,
579,
387,
161,
141,
145,
164,
146,
124,
151,
127
] |
[
112,
92,
154,
150,
149,
109,
138,
91,
103,
145,
118,
135,
96,
135,
110,
105,
127,
125,
138,
102,
119,
90,
120,
120,
107,
131,
117,
121,
92,
114,
146,
133,
127,
122,
115,
135,
125,
104,
124,
135,
219,
115,
122,
126,
125,
106,
134,
119,
63,
102,
105,
100,
131,
103,
122,
95,
115,
115,
8798,
1846,
641,
600,
244,
206,
147,
123,
122,
138,
111,
215,
103,
122,
224,
329,
213,
142,
120,
132,
127,
292,
1011,
600,
282,
226,
159,
241,
217,
264,
233,
188,
145,
125,
159,
315,
252,
158
] |
[
"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: -46.41%",
"予測される変化率: [カラム_0] 予測される変化率: 41.07%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.60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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -46.41%",
"Forecasted change rate: [column_0] Forecasted change rate: 41.07%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.60 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"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 92.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
956,
844,
726,
379,
600,
776,
885,
906,
796,
639,
464,
689,
838,
886,
796,
877,
629,
397,
387,
612,
699,
849,
667,
560,
408,
614,
799,
977,
854,
784,
538,
387,
498,
566,
741,
846,
951,
727,
466,
669,
658,
1061,
987,
911,
696,
444,
502,
831,
965,
1045,
931,
673,
475,
691,
916,
1024,
1120,
1017,
764,
551,
748,
1182,
1315,
1314,
1165,
807,
539,
745,
1252,
1243,
1271,
1180,
769,
503,
730,
1084,
1045,
995,
1154,
785,
554,
634,
902,
1213,
1336,
1212,
850,
620,
797,
1252,
1440,
1367,
1287,
887,
537,
756,
1310,
1440,
1279,
1175,
775,
638,
689,
1215,
1377,
1435,
1330,
944,
620,
848,
1341,
1404,
1491,
1395,
1030,
666,
923,
1333,
1392,
1539,
1185,
877,
502,
561,
926,
1228,
1442,
1372,
1050,
637,
844,
1324,
1728,
1511,
1451,
947,
685,
878,
1459,
1457,
1624,
1472,
1141,
682,
856,
1306,
1563,
1326,
1126,
746,
533,
647,
865,
1036,
956,
865,
695,
403,
439,
636,
1416,
770,
616,
593,
318,
367,
588,
555,
502,
459,
269,
142,
201,
265,
217,
153,
69,
101,
88,
127,
170,
189,
159,
82,
76,
148,
189,
303,
329,
365,
455,
451,
305,
425,
744,
860,
821,
824,
642,
301,
451,
642,
656,
682,
666,
511,
312,
390,
548,
570,
659,
571,
379,
297,
309,
506,
691,
1026,
826,
529,
345,
399,
575,
865,
842,
777,
568,
412,
547,
857,
1063,
971,
933,
818,
603,
725,
1032,
1324,
1317,
1135,
788,
603,
770,
1206,
1879,
1641,
1644,
1250,
795,
1291,
1657,
2055,
1936,
1753,
1330,
973,
1338,
1979,
2340,
2345,
2029,
1205,
524,
647,
858,
893,
747,
522,
468,
699,
840,
1276,
1491,
1624,
1484,
1188,
799,
1111,
1616,
2042,
2558,
2472,
1519,
924,
1349,
2032,
2168,
2026,
2310,
1553,
800,
1293,
1740,
2084,
2121,
2075,
1361,
776,
1118,
1595,
1845,
1689,
2164,
905,
728,
975,
1433,
1727,
1634,
1297,
919,
705,
773,
1309,
1371,
1627,
1444,
975,
726,
904,
2301,
1697,
2269,
1490,
1187,
821,
1201,
1608,
1782,
1802,
1525,
1580,
840,
1175,
1680,
1766,
1837,
1649,
1208,
822,
1215,
1701,
1924,
1754,
1639,
1226,
790,
1082,
1523,
1563,
1424,
1405,
941,
572,
678,
1134,
1311,
1217,
1148,
841,
521,
581,
897,
1086,
962,
883,
597,
348,
459,
684,
729,
1012,
796,
520,
346,
493,
726,
858,
736,
742,
643,
429,
546,
770,
846,
780,
694,
524,
396,
507,
667,
635,
709,
683,
571,
371,
484,
729,
804,
799,
783,
695,
380,
471,
774,
979,
850,
714,
591,
372,
392,
642,
843,
869,
966,
633,
412,
621,
861,
990,
1032,
933,
779,
519,
661,
1053,
1082,
1115,
978,
650,
454,
609,
996,
1006,
1049,
994,
748,
439,
633,
887,
1004,
961,
751,
541,
394,
565,
747,
884,
899,
844,
565,
449,
581,
946,
1065,
1020,
1001,
705,
514,
651,
1100,
1106,
1097,
1004,
754,
425,
623,
877,
1175,
1202,
1189,
822,
480,
683,
1229,
1307,
1644,
1323,
977,
615,
865,
1281,
1437,
1425,
1150,
848,
545,
713,
901,
957,
941,
1142,
944,
577,
768,
1204,
1438,
1598,
1386,
1118,
652,
837,
1264,
1309,
1390,
1277,
866,
588,
763,
1098,
1255,
1138
] |
[
1123,
795,
435,
644,
892,
994,
859,
844,
638,
430,
595,
813,
791,
739,
520,
516,
268,
389,
538,
681,
630,
555,
323,
179,
259,
453,
448,
250,
203,
120,
88,
94,
114,
190,
192,
188,
151,
126,
94,
206,
286,
316,
328,
246,
195,
274,
409,
585,
648,
755,
537,
322,
413,
635,
770,
708,
617,
495,
335,
404,
590,
660,
761,
691,
432,
377,
397,
539,
704,
812,
686,
551,
351,
444,
721,
896,
946,
831,
603,
399,
564,
947,
884,
915,
962,
828,
795,
775,
1031,
1426,
1331,
1053,
725,
544,
742,
1092
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 19.04%",
"予測される変化率: [カラム_0] 予測される変化率: -2.76%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.51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: 29個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 19.04%",
"Forecasted change rate: [column_0] Forecasted change rate: -2.76%",
"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: 29",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 6 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 70 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 6.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 70."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1345,
1198,
1473,
1826,
1821,
1414,
1508,
1390,
1905,
3820,
2587,
4972,
2094,
1749,
1637,
2024,
4333,
2480,
2266,
2076,
1774,
2109,
1938,
3334,
2189,
1780,
1475,
1326,
1764,
1449,
1324,
1431,
2957,
2110,
2076,
1791,
1964,
3885,
2900,
2493,
2459,
2309,
2169,
2705,
7424,
4633,
3373,
2861,
2530,
2368,
1858,
4185,
3177,
4514,
2691,
2435,
2350,
2015,
2141,
2562,
3390,
2847,
2019,
2138,
2083,
2646,
7628,
4550,
3046,
2790,
2738,
2422,
6069,
3844,
3782,
2976,
2436,
2357,
2175,
4804,
2979,
5314,
3360,
3336,
2891,
2453,
3377,
2695,
2878,
2516,
2209,
2169,
2134,
2086,
2451,
2416,
3651,
2770,
2489,
2287,
2599,
2451,
2938,
2805,
2417,
2378,
2201,
2483,
2851,
2839,
2319,
2277,
2298,
2087,
2522,
2524,
2414,
2811,
5935,
3808,
3144,
3137,
3123,
3340,
3538,
3310,
3130,
2958,
3270,
4021,
4767,
3567,
8543,
5549,
4184,
4084,
4552,
4606,
4497,
4568,
4183,
4359,
4624,
5209,
6103,
9335,
6010,
5681,
5811,
10538,
18066,
14133,
9812,
8052,
8226,
10080,
73575,
35165,
25377,
16501,
12583,
11044,
10327,
10754,
17462,
13916,
9992,
8362,
7791,
7424,
6891,
10819,
13571,
6726,
5880,
7839,
5863,
5358,
6523,
6538,
6082,
6344,
6171,
4938,
6044,
6509,
6554,
5660,
4593,
4254,
3803,
7208,
5128,
5362,
5302,
3389,
3207,
2975,
2772,
3733,
3868,
2957,
2375,
2579,
2568,
2631,
3378,
3255,
2502,
2280,
2442,
3958,
4012,
5152,
4715,
3445,
3205,
2893,
2846,
3385,
4526,
6088,
3559,
3145,
2953,
4006,
5384,
4636,
3754,
2912,
2950,
2775,
2523,
2722,
3586,
3000,
3582,
2361,
2380,
2475,
4682,
2913,
2867,
2492,
2127,
2027,
2250,
2082,
2644,
2622,
2242,
2033,
2066,
1798,
5331,
3134,
2560,
2499,
1924,
2054,
1940,
4317,
3602,
3786,
8384,
3792,
2743,
2343,
2482,
2626,
2464,
2105,
1786,
1804,
1734,
1730,
2393,
2430,
1900,
2047,
2384,
2653,
2454,
3617,
5745,
2748,
2646,
2281,
2056,
2070,
3345,
5308,
2456,
2177,
1912,
2609,
2851,
2811,
2501,
1944,
1793,
1665,
1698,
2255,
3163,
2614,
2263,
2722,
2764,
3900,
2732,
3719,
5526,
2609,
1974,
1865,
1509,
1691,
2210,
3706,
2142,
1783,
1710,
2075,
2547,
3335,
2412,
2172,
1939,
1652,
1542,
1850,
1983,
1846,
1708,
1687,
1515,
1507,
1309,
1846,
1772,
1434,
1441,
3948,
2075,
2081,
2823,
2831,
1934,
1612,
3051,
2429,
2207,
2112,
2872,
2039,
1800,
1736,
1708,
2000,
3007,
3013,
1906,
1662,
1394,
1306,
1546,
1721,
1676,
1332,
1247,
1253,
1276,
1455,
1777,
1570,
1243,
1261,
1461,
1258,
1405,
1474,
1704,
1521,
1241,
1169,
1116,
1286,
1401,
1417,
1112,
1093,
1191,
1225,
1134,
1312,
1269,
1262,
1218,
1078,
1098,
1158,
1144,
1217,
1124,
1095,
1073,
1157,
1229,
1194,
1202,
1367,
1475,
1228,
1185,
1171,
1312,
1346,
1577,
1412,
1237,
1147,
1389,
1610,
1484,
1214,
1324,
1228,
1198,
1425,
1490,
1512,
1579,
2844,
2219,
2055,
2136,
2646,
2790,
2104,
1981,
1950,
1961,
2066,
2352,
2757,
2818,
2068,
1884,
2384,
1962,
2401,
2018,
1543,
1624,
1606,
1445,
1540,
2101,
1844,
1606,
1676,
1723,
1343,
1447,
1776,
1927,
1828,
1790,
1330,
1271,
1319,
1705,
1613,
1435,
1285,
1309,
1162,
1332,
1470,
1664,
1420,
1243,
1426,
1286,
1335,
1469,
1681,
1291,
1402,
1280,
1506,
1439,
1717,
1677,
1365,
1403,
1295,
1206,
1402,
1680,
1647,
1502,
1555,
1509,
1346,
1456,
1786,
1732,
1442,
1531,
1951
] |
[
1672,
1619,
1955,
1961,
1569,
1496,
1635,
1411,
1401,
1591,
1645,
1386,
1332,
1054,
1008,
1120,
1296,
1279,
1070,
1189,
1030,
1084,
1201,
1398,
1267,
1073,
1078,
1080,
1177,
1284,
1331,
1311,
1096,
1214,
1082,
1231,
1128,
1036,
1202,
1238,
1281,
1161,
1147,
1215,
1510,
1883,
1876,
1323,
1256,
1111,
1145,
1346,
1450,
1092,
1187,
1096,
1090,
1156,
1602,
1784,
1406,
1365,
1240,
1217,
1399,
1929,
1783,
1578,
1371,
1663,
1408,
1383,
1811,
1864,
1496,
1383,
1447,
1458,
1487,
1773,
1687,
1407,
1441,
1581,
1451,
1553,
1846,
1640,
1404,
1348,
1403,
1277,
1462,
1629,
1699,
1507
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 45.06%",
"予測される変化率: [カラム_0] 予測される変化率: -9.87%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.35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: 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: upward",
"Historical change rate: [column_0] Historical change rate: 45.06%",
"Forecasted change rate: [column_0] Forecasted change rate: -9.87%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.35 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"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 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
161,
152,
198,
181,
167,
156,
141,
152,
159,
203,
242,
226,
208,
217,
204,
196,
1478,
394,
258,
254,
219,
204,
149,
176,
315,
422,
223,
172,
166,
488,
284,
203,
293,
172,
243,
182,
178,
236,
701,
529,
262,
302,
327,
295,
294,
361,
355,
291,
603,
518,
302,
242,
301,
296,
232,
307,
234,
220,
418,
349,
235,
211,
900,
3013,
4675,
2756,
1383,
1601,
2521,
2055,
1442,
2934,
2454,
855,
1120,
863,
569,
496,
720,
447,
591,
445,
339,
2668,
723,
414,
401,
721,
398,
362,
355,
410,
369,
465,
673,
794,
1902,
1018,
606,
557,
470,
506,
537,
4031,
1383,
428,
406,
1810,
2920,
757,
411,
1036,
468,
388,
348,
409,
505,
455,
435,
353,
672,
433,
298,
429,
242,
216,
228,
226,
303,
335,
246,
223,
272,
320,
1004,
519,
207,
312,
240,
290,
232,
247,
354,
294,
274,
250,
287,
237,
218,
622,
372,
395,
5729,
748,
348,
245,
283,
295,
344,
312,
313,
212,
201,
159,
356,
324,
185,
208,
2060,
418,
258,
716,
354,
231,
215,
263,
825,
4433,
593,
381,
8924,
4574,
1322,
1330,
1543,
753,
624,
316,
278,
282,
231,
205,
318,
252,
195,
220,
225,
184,
221,
9317,
1101,
398,
317,
244,
249,
283,
279,
249,
215,
193,
227,
150,
203,
342,
319,
248,
228,
186,
191,
170,
357,
375,
461,
236,
174,
170,
204,
344,
364,
219,
230,
222,
223,
222,
281,
331,
586,
531,
397,
251,
268,
357,
455,
230,
263,
210,
234,
226,
356,
252,
201,
372,
266,
243,
488,
481,
342,
295,
244,
222,
203,
215,
238,
282,
168,
152,
378,
241,
229,
263,
605,
328,
672,
398,
301,
337,
1891,
749,
416,
324,
248,
253,
236,
285,
320,
976,
259,
228,
243,
573,
350,
267,
359,
224,
201,
199,
205,
262,
555,
1056,
936,
1622,
554,
458,
2559,
36008,
6155,
1784,
760,
680,
423,
687,
1284,
2180,
1046,
489,
553,
595,
695,
589,
371,
282,
401,
275,
267,
311,
398,
299,
319,
276,
278,
272,
459,
387,
314,
343,
278,
269,
249,
265,
241,
189,
174,
152,
173,
235,
249,
249,
278,
198,
190,
1410,
323,
358,
283,
208,
217,
167,
200,
163,
495,
246,
157,
202,
175,
148,
191,
233,
234,
740,
216,
193,
193,
219,
144,
239,
198,
174,
239,
267,
204,
181,
500,
174,
207,
184,
198,
311,
577,
340,
220,
138,
147,
160,
359,
216,
500,
239,
155,
230,
170,
142,
891,
211,
335,
154,
244,
143,
126,
248,
220,
215,
127,
230,
137,
178,
157,
178,
172,
153,
150,
164,
156,
176,
183,
156,
141,
119,
193,
168,
224,
168,
152,
198,
174,
145,
149,
181,
171,
187,
183,
235,
197,
198,
290,
211,
261,
262,
197,
157,
227,
267,
379,
197,
178,
216,
315,
164,
299,
199,
142,
127,
186,
163,
179,
318,
275,
171,
143,
418,
399,
167,
262,
210,
174,
219,
201,
209,
196,
271,
230,
193,
176,
177,
185,
177,
327,
431,
166,
251,
158,
159,
141,
1346,
376,
185,
195,
148,
193,
257,
347,
337,
149,
158,
203,
160,
303,
356,
423,
289,
291,
271
] |
[
749,
220,
248,
223,
174,
203,
157,
444,
409,
226,
208,
254,
175,
194,
167,
206,
235,
248,
230,
244,
215,
206,
194,
253,
385,
196,
256,
175,
219,
5122,
1114,
621,
511,
365,
264,
1417,
1392,
1923,
629,
1437,
238,
209,
247,
268,
6836,
1156,
385,
252,
250,
223,
226,
1214,
608,
227,
234,
198,
208,
181,
199,
210,
221,
217,
198,
152,
196,
347,
272,
185,
156,
200,
185,
237,
296,
2006,
225,
202,
196,
195,
231,
284,
243,
213,
191,
175,
212,
196,
298,
262,
186,
265,
203,
179,
215,
369,
278,
206
] |
[
"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: 68.32%",
"予測される変化率: [カラム_0] 予測される変化率: -72.50%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.07倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 68.32%",
"Forecasted change rate: [column_0] Forecasted change rate: -72.50%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.07 times the mean)",
"Trend: [column_0] Trend intensification: downward 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] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
3,
25,
12,
6,
1,
4,
4,
3,
8,
0,
2,
0,
4,
15,
16,
23,
57,
24,
6,
17,
7,
7,
3,
4,
6,
1,
6,
10,
8,
7,
5,
3,
4,
5,
22,
3,
15,
14,
10,
11,
14,
9,
35,
24,
23,
11,
6,
9,
21,
17,
19,
5,
5,
10,
20,
22,
16,
13,
23,
7,
9,
11,
19,
11,
23,
6,
4,
6,
5,
18,
13,
15,
5,
9,
2,
6,
14,
9,
6,
9,
4,
8,
7,
10,
9,
14,
11,
18,
21,
5,
5,
17,
11,
5,
10,
4,
7,
11,
8,
3,
6,
10,
7,
9,
5,
5,
7,
8,
14,
6,
3,
6,
3,
8,
8,
15,
6,
11,
10,
18,
3,
1,
6,
10,
18,
9,
1,
5,
7,
18,
6,
7,
18,
9,
1,
7,
14,
4,
1,
5,
2,
9,
16,
6,
10,
2,
3,
5,
16,
4,
0,
1,
2,
6,
11,
7,
9,
5,
16,
7,
1,
2,
8,
12,
4,
7,
3,
3,
9,
8,
9,
2,
1,
3,
11,
6,
5,
2,
15,
11,
0,
1,
1,
7,
11,
8,
2,
3,
1,
10,
9,
4,
4,
2,
5,
7,
7,
12,
4,
2,
0,
3,
4,
7,
12,
7,
5,
7,
3,
3,
6,
18,
7,
7,
5,
5,
5,
6,
20,
1,
3,
2,
2,
6,
2,
11,
14,
5,
3,
2,
2,
12,
8,
3,
1,
1,
4,
4,
3,
4,
13,
8,
4,
1,
3,
3,
6,
13,
9,
3,
2,
5,
3,
6,
2,
5,
7,
9,
3,
12,
8,
10,
11,
7,
5,
6,
3,
2,
4,
3,
5,
5,
4,
2,
11,
10,
9,
9,
1,
5,
7,
7,
15,
12,
4,
13,
9,
3,
7,
10,
3,
7,
12,
17,
7,
9,
8,
9,
9,
6,
4,
5,
13,
0,
4,
4,
11,
6,
3,
3,
8,
6,
2,
7,
8,
2,
4,
13,
2,
4,
6,
1,
2,
7,
5,
4,
4,
2,
5,
2,
3,
1,
4,
3,
11,
6,
3,
3,
0,
2,
1,
5,
2,
6,
5,
2,
2,
2,
3,
3,
4,
3,
4,
3,
2,
3,
3,
7,
5,
2,
2,
4,
5,
0,
1,
3,
2,
2,
1,
4,
3,
3,
6,
2,
3003,
240,
105,
63,
47,
37,
18,
23,
13,
18,
7,
10,
5,
6,
4,
6,
12,
9,
6,
7,
6,
2,
6,
6,
26,
8,
6,
6,
4,
14,
6,
4,
1,
3,
2,
3,
5,
6,
3,
5,
2,
3,
2,
1,
13,
5,
6,
2,
2,
8,
8,
10,
7,
6,
7,
1,
8,
3,
6,
1,
4,
12,
4,
1,
6,
6,
4,
1,
8,
4,
6,
4,
10,
6,
2,
7,
8,
7,
1,
3,
4,
5,
5,
7,
3,
6,
1,
3,
7,
9,
2,
13,
6,
7,
7,
5,
14,
10,
7,
7,
8,
10,
6,
5,
5,
6,
2,
3,
3,
9,
13,
14,
5,
3,
8,
9,
8,
5,
9,
7,
6,
4,
8,
2,
3,
2,
2,
6,
5,
1,
16,
27,
13,
2,
2,
1,
3,
2
] |
[
3,
3,
8,
5,
4,
7,
2,
9,
2,
5,
5,
1,
2,
4,
3,
6,
4,
3,
1,
2,
2,
2,
3,
1,
3,
3,
5,
3,
4,
5,
4,
1,
3,
4,
6,
4,
4,
5,
0,
2,
0,
3,
1,
5,
5,
6,
3,
1,
4,
7,
7,
3,
4,
5,
6,
1,
7,
9,
4,
9,
7,
0,
3,
6,
3,
2,
3,
3,
1,
4,
5,
2,
1,
5,
7,
2,
2,
5,
3,
7,
4,
4,
7,
4,
4,
5,
3,
5,
3,
4,
5,
3,
2,
4,
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: -33.33%",
"予測される変化率: [カラム_0] 予測される変化率: -33.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の10.06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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -33.33%",
"Forecasted change rate: [column_0] Forecasted change rate: -33.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 10.06 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
10,
17,
13,
9,
14,
9,
9,
9,
18,
9,
15,
16,
12,
9,
14,
11,
17,
22,
7,
10,
10,
14,
7,
10,
10,
11,
18,
17,
9,
6,
15,
13,
14,
13,
15,
9,
20,
15,
11,
12,
10,
4,
3,
14,
18,
11,
18,
9,
12,
12,
14,
64,
8,
6,
11,
12,
5,
18,
10,
12,
17,
11,
13,
13,
13,
7,
11,
9,
15,
18,
10,
11,
12,
15,
18,
3,
12,
8,
21,
20,
12,
13,
16,
9,
9,
17,
16,
22,
29,
20,
17,
12,
17,
31,
19,
22,
25,
21,
18,
21,
18,
15,
19,
24,
19,
12,
14,
21,
16,
20,
14,
22,
24,
15,
18,
22,
12,
14,
14,
18,
18,
24,
25,
25,
14,
25,
13,
23,
18,
23,
16,
16,
22,
19,
28,
29,
25,
20,
18,
12,
25,
19,
30,
19,
14,
17,
25,
21,
33,
23,
19,
23,
19,
12,
23,
19,
25,
35,
13,
20,
17,
31,
20,
20,
24,
25,
23,
20,
20,
24,
29,
28,
23,
28,
26,
19,
14,
21,
24,
20,
20,
19,
27,
12,
11,
20,
13,
9,
18,
23,
30,
22,
27,
27,
20,
25,
29,
24,
16,
15,
36,
21,
24,
17,
24,
25,
24,
28,
17,
19,
26,
21,
22,
16,
11,
21,
115,
433,
11,
22,
27,
25,
24,
19,
18,
25,
19,
24,
18,
12,
19,
26,
15,
19,
22,
27,
23,
19,
17,
18,
23,
14,
23,
26,
14,
16,
8,
22,
15,
16,
97,
25,
16,
17,
17,
24,
23,
27,
16,
26,
23,
22,
17,
27,
11,
14,
26,
26,
20,
19,
34,
20,
21,
37,
17,
18,
24,
20,
16,
17,
17,
18,
19,
22,
21,
19,
21,
16,
15,
21,
12,
17,
19,
24,
27,
36,
13,
16,
19,
12,
12,
5,
14,
17,
21,
12,
13,
12,
16,
39,
42,
26,
21,
23,
24,
36,
21,
31,
25,
33,
19,
12,
18,
18,
19,
16,
23,
16,
8,
9,
16,
41,
20,
24,
30,
24,
38,
33,
20,
32,
24,
32,
20,
20,
32,
15,
16,
20,
12,
24,
37,
41,
53,
38,
40,
31,
43,
23,
24,
29,
27,
30,
29,
22,
23,
21,
17,
23,
16,
20,
18,
81,
29,
30,
32,
35,
24,
27,
33,
30,
30,
17,
18,
17,
22,
14,
20,
16,
19,
23,
20,
18,
13,
19,
8,
12,
12,
14,
15,
21,
19,
13,
28,
17,
21,
22,
20,
12,
14,
14,
11,
9,
11,
8,
9,
28,
10,
15,
13,
14,
20,
15,
21,
32,
16,
24,
12,
19,
10,
9,
14,
18,
14,
15,
14,
5,
13,
12,
9,
7,
11,
9,
10,
10,
13,
17,
4,
7,
10,
10,
27,
24,
23,
23,
169,
33,
20,
25,
15,
36,
22,
22,
29,
23,
19,
10,
43,
18,
14,
15,
23,
20,
16,
38,
24,
26,
34,
24,
36,
18,
29,
24,
16,
20,
55,
40,
12,
29,
24,
18,
22,
21,
7,
12,
18,
14,
18,
12,
19,
16,
18,
25,
23,
37,
29,
17,
18,
21,
21,
19,
6,
14
] |
[
13,
14,
27,
23,
23,
20,
17,
21,
26,
18,
29,
20,
23,
27,
30,
31,
18,
31,
11,
12,
12,
23,
20,
22,
25,
23,
34,
26,
25,
16,
19,
29,
38,
31,
33,
28,
26,
32,
22,
23,
33,
29,
26,
14,
26,
25,
24,
26,
27,
24,
32,
33,
36,
20,
20,
16,
31,
27,
24,
23,
26,
28,
19,
5,
67,
21,
59,
30,
18,
12,
17,
7,
11,
10,
14,
14,
13,
11,
20,
13,
16,
20,
20,
11,
13,
11,
17,
16,
13,
17,
40,
14,
23,
25,
21,
21
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 40.00%",
"予測される変化率: [カラム_0] 予測される変化率: 61.54%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.96倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 40.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 61.54%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.96 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 84.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
12,
77,
27,
53,
67,
77,
52,
87,
81,
99,
70,
84,
154,
96,
130,
67,
51,
127,
61,
96,
55,
49,
47,
104,
60,
117,
75,
106,
67,
45,
60,
113,
65,
61,
38,
41,
34,
52,
41,
63,
48,
33,
56,
48,
43,
32,
52,
39,
50,
68,
48,
41,
32,
54,
52,
32,
48,
45,
36,
34,
53,
33,
36,
31,
29,
35,
39,
42,
12,
34,
44,
30,
29,
46,
53,
25,
35,
30,
20,
24,
30,
42,
25,
23,
15,
36,
32,
33,
52,
53,
50,
60,
32,
27,
51,
76,
35,
42,
38,
38,
26,
33,
43,
36,
37,
27,
22,
26,
52,
34,
48,
47,
46,
48,
44,
48,
75,
46,
45,
36,
46,
38,
50,
107,
57,
18,
44,
27,
38,
40,
46,
209,
54,
64,
39,
36,
51,
51,
36,
51,
28,
30,
71,
46,
40,
15,
16,
34,
31,
24,
35,
29,
30,
16,
32,
25,
25,
194,
52,
32,
22,
74,
22,
18,
36,
31,
20,
23,
16,
11,
18,
103,
41,
18,
40,
25,
26,
69,
74,
107,
103,
55,
275,
88,
80,
56,
64,
44,
27,
25,
33,
23,
37,
52,
32,
23,
25,
26,
34,
39,
57,
51,
26,
29,
47,
25,
31,
55,
29,
37,
20,
28,
29,
16,
41,
14,
22,
31,
23,
47,
50,
57,
34,
35,
44,
43,
18,
29,
34,
16,
15,
30,
36,
20,
35,
46,
19,
18,
19,
38,
32,
30,
41,
29,
31,
39,
70,
38,
39,
48,
33,
25,
28,
16,
18,
26,
31,
26,
23,
22,
20,
33,
25,
26,
19,
22,
19,
13,
19,
31,
90,
43,
28,
37,
29,
21,
37,
37,
23,
21,
25,
24,
22,
19,
23,
20,
26,
24,
18,
20,
22,
45,
24,
31,
20,
12,
19,
22,
202,
75,
28,
26,
79,
27,
30,
55,
742,
152,
57,
118,
43,
41,
50,
29,
21,
53,
22,
15,
29,
78,
32,
23,
26,
10,
26,
25,
50,
23,
16,
23,
21,
16,
24,
24,
15,
15,
19,
18,
28,
26,
25,
169,
41,
89,
62,
41,
122,
555,
86,
62,
39,
22,
88,
27,
43,
70,
47,
21,
53,
36,
29,
32,
20,
21,
15,
20,
25,
104,
36,
24,
25,
18,
10,
26,
31,
27,
27,
27,
25,
101,
25,
31,
36,
14,
28,
28,
27,
21,
23,
36,
54,
16,
22,
22,
35,
22,
34,
25,
29,
27,
44,
136,
68,
46,
24,
127,
48,
92,
36,
38,
94,
46,
46,
23,
27,
21,
42,
88,
44,
36,
28,
49,
31,
36,
27,
22,
37,
27,
33,
19,
21,
31,
31,
32,
27,
26,
21,
36,
56,
23,
19,
19,
17,
27,
29,
37,
21,
30,
25,
19,
19,
39,
65,
21,
37,
20,
23,
17,
35,
31,
22,
20,
12,
15,
17,
31,
29,
25,
21,
19,
22,
12,
20,
27,
18,
14,
10,
13,
28,
22,
36,
23,
27,
17,
9,
10,
21,
27,
27,
48,
27,
20,
22,
40,
30,
59,
48,
28,
28,
41,
55,
62,
139,
160,
128,
819,
491,
733,
20557,
2472,
512,
285
] |
[
128,
110,
175,
151,
75,
54,
66,
62,
80,
64,
85,
41,
37,
32,
40,
37,
50,
86,
54,
27,
38,
46,
52,
37,
57,
48,
55,
45,
40,
41,
40,
73,
49,
60,
50,
70,
58,
72,
64,
45,
42,
47,
43,
49,
49,
61,
38,
36,
34,
43,
30,
54,
61,
47,
37,
36,
32,
32,
88,
59,
23,
30,
61,
60,
74,
104,
4336,
467,
122,
69,
79,
57,
57,
74,
56,
51,
49,
1252,
446,
86,
100,
47,
49,
62,
45,
45,
47,
47,
49,
49,
34,
64,
40,
54,
75,
55
] |
[
"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: 2275.00%",
"予測される変化率: [カラム_0] 予測される変化率: -57.03%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.75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: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 2275.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -57.03%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.75 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 6 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] 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 6.",
"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 |
[
2406,
2119,
2029,
1964,
2968,
2538,
2745,
2926,
2783,
2307,
2068,
3297,
3004,
2911,
3035,
2530,
2173,
2233,
3409,
3122,
2742,
2961,
3002,
2219,
2446,
3138,
3181,
2898,
3023,
2602,
2183,
2055,
2786,
2213,
2636,
2505,
2168,
2397,
2128,
2995,
2973,
3127,
2785,
2346,
2232,
2276,
3312,
2880,
2810,
2710,
2462,
2254,
2050,
2944,
2922,
3241,
2723,
2391,
2194,
1932,
2775,
2474,
2579,
2642,
2436,
2045,
2226,
2989,
2542,
2366,
2477,
2316,
2027,
3153,
3292,
2697,
2260,
2434,
2251,
5112,
2943,
3676,
3157,
2453,
2394,
2299,
3422,
2415,
3109,
2913,
2276,
2475,
2155,
3415,
2705,
3532,
2984,
2686,
2548,
2360,
3609,
2808,
3134,
2915,
2467,
2601,
2523,
3342,
2495,
3118,
2954,
2343,
2395,
2265,
3118,
2274,
2940,
2703,
2278,
2256,
2074,
2555,
2098,
2714,
2501,
2258,
2079,
1959,
2784,
2323,
2637,
2471,
2176,
2229,
2188,
2383,
2157,
2882,
2500,
2109,
2050,
2220,
2771,
2344,
3049,
2575,
2196,
2298,
1916,
1882,
2364,
3158,
2589,
2548,
2333,
1990,
1945,
1875,
2513,
2302,
2191,
2221,
1981,
1846,
1910,
2595,
2337,
2026,
2081,
1937,
1873,
1941,
2391,
2291,
4663,
3625,
2345,
3595,
3908,
4945,
4667,
4385,
4132,
2704,
4742,
5063,
5845,
4847,
4412,
4565,
4019,
3748,
3697,
5693,
3970,
3567,
3642,
3253,
2835,
3083,
4681,
3388,
3162,
3043,
2899,
2598,
2928,
4640,
3382,
3166,
2814,
2725,
2496,
2571,
4115,
3262,
3172,
2961,
2715,
2717,
2723,
4085,
3546,
3368,
3117,
2788,
2587,
2758,
4645,
3418,
2974,
2936,
2504,
2433,
2758,
4438,
3204,
2990,
2682,
2528,
2383,
2375,
3815,
3198,
3625,
2665,
2648,
2401,
2500,
4076,
3068,
2990,
2453,
2294,
2187,
2370,
3838,
2654,
2527,
2097,
1916,
1887,
2103,
3726,
2790,
2407,
2543,
2410,
2828,
2066,
2819,
3096,
2660,
2520,
2267,
2189,
2068,
3919,
2571,
2470,
2052,
1820,
1841,
2010,
2633,
2058,
1880,
1771,
1652,
1709,
1854,
2692,
2204,
1890,
1748,
1694,
1662,
1912,
2671,
2256,
2126,
1869,
1702,
1677,
1652,
2278,
1915,
1687,
1591,
1690,
1556,
1568,
1970,
1735,
1823,
1855,
1680,
1548,
1553,
2312,
2666,
2140,
1848,
1906,
1754,
1497,
2234,
2146,
2098,
1891,
1940,
1784,
1687,
2332,
2099,
1878,
2042,
1897,
1827,
1642,
2269,
1961,
1826,
1913,
1726,
1370,
1544,
1982,
1839,
1721,
1803,
1421,
1539,
1661,
3623,
2118,
1791,
1654,
1670,
1574,
1626,
2761,
1938,
1880,
1866,
1701,
1442,
1457,
2912,
2252,
2233,
1990,
1539,
1744,
1721,
2279,
2321,
2260,
2006,
2177,
1731,
1735,
3496,
2440,
1890,
1978,
1941,
1692,
1747,
3603,
2353,
2218,
2331,
2029,
1756,
1895,
3818,
2712,
2537,
2150,
1983,
2050,
1996,
3012,
2244,
2329,
2144,
2069,
1975,
1690,
2862,
2287,
1967,
1842,
1824,
1621,
1649,
2543,
2268,
1911,
2057,
2110,
1625,
1520,
2406,
2300,
1860,
1758,
1694,
1703,
1676,
2669,
2289,
1919,
1853,
1766,
1577,
1508,
2097,
1825,
1566,
1541,
1530,
1649,
1597,
2142,
1925,
1681,
1699,
1491,
1516,
1514,
1729,
1766,
1621,
1657,
1721,
1574,
1884,
2247,
2386,
1786,
1636,
1696,
1605,
1748,
2604,
2057,
1833,
1814,
1809,
1637,
1713,
2106,
2121,
1905,
1753,
1750,
1567,
1647,
2135,
1928,
1711,
1640,
1527,
1550,
1565,
2129,
1927,
2047,
1754,
1810,
1719,
1931,
2552,
2072,
1736,
1560,
1649,
1633,
1833,
2505,
2045,
1960,
1823,
1814,
1685,
1835,
2205,
1998,
1759,
1732
] |
[
1597,
1514,
1607,
1996,
1891,
1833,
1670,
1463,
1531,
1513,
2167,
1918,
1802,
1615,
1684,
1561,
1671,
2349,
1927,
1772,
1797,
1658,
1534,
1688,
2137,
1894,
1680,
1620,
1623,
1507,
1126,
1684,
2085,
2260,
2392,
2286,
2274,
1506,
2683,
2926,
3206,
3429,
2895,
2678,
2805,
3343,
2709,
2435,
2871,
2349,
2246,
2483,
3063,
2572,
2289,
3051,
2499,
2046,
2123,
3046,
2411,
2284,
2465,
2125,
2072,
2073,
2808,
2460,
2334,
2572,
2204,
2047,
2181,
2836,
2379,
2180,
2431,
2068,
1979,
2148,
2947,
2340,
1941,
2126,
1989,
2058,
2191,
2889,
2403,
2222,
2233,
2142,
2023,
2026,
2623,
2512
] |
[
"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: -28.01%",
"予測される変化率: [カラム_0] 予測される変化率: 57.29%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.29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: 50個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -28.01%",
"Forecasted change rate: [column_0] Forecasted change rate: 57.29%",
"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: 50",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
[
172,
144,
134,
213,
174,
166,
156,
125,
132,
201,
189,
141,
115,
150,
125,
103,
121,
160,
238,
215,
159,
184,
166,
151,
162,
201,
141,
118,
109,
135,
101,
127,
146,
205,
250,
247,
225,
262,
329,
237,
207,
165,
177,
193,
224,
524,
420,
278,
186,
199,
162,
161,
358,
420,
212,
192,
177,
190,
213,
353,
367,
207,
184,
168,
196,
153,
292,
288,
178,
198,
152,
126,
148,
224,
305,
170,
176,
172,
205,
180,
324,
328,
260,
265,
200,
262,
213,
306,
248,
246,
362,
261,
237,
191,
268,
273,
192,
194,
160,
191,
240,
385,
292,
175,
190,
165,
154,
154,
161,
259,
199,
165,
158,
142,
190,
248,
226,
198,
134,
150,
171,
185,
253,
290,
156,
198,
184,
165,
162,
238,
213,
208,
185,
166,
169,
178,
196,
219,
185,
244,
313,
247,
198,
277,
334,
217,
172,
162,
157,
143,
227,
542,
190,
214,
957,
1255,
1045,
685,
505,
324,
300,
267,
278,
225,
267,
359,
520,
559,
312,
235,
195,
312,
398,
212,
182,
239,
319,
308,
389,
378,
320,
278,
327,
278,
390,
472,
530,
318,
292,
263,
273,
240,
287,
285,
312,
260,
209,
219,
203,
330,
391,
281,
219,
315,
307,
259,
259,
366,
301,
286,
253,
322,
262,
391,
361,
515,
389,
370,
380,
404,
502,
823,
1237,
866,
1117,
927,
886,
822,
1830,
613,
481,
372,
360,
341,
536,
431,
286,
274,
300,
260,
313,
520,
393,
350,
287,
243,
230,
264,
360,
433,
251,
317,
399,
296,
259,
300,
448,
363,
341,
284,
288,
236,
273,
407,
245,
271,
246,
240,
292,
265,
328,
279,
221,
267,
256,
306,
568,
668,
562,
382,
326,
276,
261,
331,
473,
521,
272,
320,
306,
238,
268,
451,
247,
254,
250,
269,
228,
270,
402,
252,
255,
211,
290,
190,
282,
278,
294,
216,
202,
244,
227,
270,
312,
180,
198,
220,
196,
204,
254,
277,
318,
251,
519,
362,
367,
359,
543,
223,
237,
267,
232,
229,
342,
373,
297,
259,
225,
243,
220,
321,
542,
264,
217,
212,
267,
250,
284,
471,
279,
232,
239,
291,
226,
309,
383,
248,
295,
314,
240,
196,
380,
441,
396,
326,
372,
382,
435,
493,
459,
325,
433,
571,
459,
654,
1019,
1022,
635,
570,
552,
557,
690,
908,
1282,
729,
511,
461,
475,
437,
700,
675,
428,
327,
364,
326,
283,
515,
497,
365,
411,
261,
251,
305,
300,
390,
221,
240,
224,
226,
329,
317,
371,
307,
240,
271,
258,
356,
638,
518,
315,
346,
332,
339,
312,
578,
601,
326,
301,
290,
258,
286,
483,
389,
248,
279,
213,
318,
278,
344,
444,
359,
270,
288,
320,
503,
595,
563,
325,
379,
296,
270,
294,
504,
410,
306,
355,
321,
302,
248,
439,
552,
394,
304,
251,
222,
269,
363,
571,
470,
361,
512,
960,
6467,
1307,
837,
546,
449,
404,
405,
410,
541,
572,
309,
312,
260,
290,
340,
437,
423,
296,
315,
251,
297,
418,
345,
408,
245,
246,
242,
183,
238,
349,
635,
346,
274,
220,
306,
253,
333,
420,
340,
272,
341
] |
[
242,
263,
495,
489,
606,
502,
404,
258,
279,
541,
443,
420,
354,
374,
254,
266,
304,
400,
332,
308,
305,
264,
252,
430,
490,
456,
608,
465,
449,
549,
436,
453,
437,
430,
566,
633,
931,
459,
497,
689,
602,
527,
579,
546,
570,
489,
433,
447,
515,
417,
346,
468,
575,
472,
472,
503,
574,
437,
499,
466,
410,
441,
461,
650,
1028,
1627,
985,
724,
662,
836,
521,
533,
587,
523,
383,
354,
402,
298,
380,
436,
497,
391,
321,
257,
346,
310,
493,
408,
304,
365,
328,
277,
428,
387,
455,
627
] |
[
"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: 98.26%",
"予測される変化率: [カラム_0] 予測される変化率: 159.09%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.87倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 98.26%",
"Forecasted change rate: [column_0] Forecasted change rate: 159.09%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.87 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 76 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 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 76."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1068,
1036,
1028,
926,
1102,
1162,
1276,
1089,
1233,
1258,
1318,
1300,
1257,
1471,
1511,
1394,
1619,
1364,
2337,
1843,
1893,
1829,
1648,
1408,
934,
1231,
1533,
1612,
1424,
1642,
1501,
1281,
1217,
1490,
1572,
1324,
1449,
1273,
1273,
1274,
1212,
1209,
1296,
1201,
1346,
1224,
1443,
1525,
1438,
1453,
1229,
1259,
897,
874,
873,
858,
830,
890,
815,
762,
975,
704,
641,
618,
599,
588,
699,
1022,
687,
585,
518,
522,
522,
559,
665,
598,
525,
509,
543,
518,
603,
735,
529,
546,
486,
494,
446,
563,
678,
551,
509,
488,
441,
498,
568,
711,
1228,
984,
916,
849,
753,
787,
1086,
811,
926,
831,
875,
808,
942,
1219,
963,
954,
1379,
1356,
1300,
1702,
2259,
6907,
8307,
9029,
11852,
7469,
4035,
4268,
5675,
6160,
5894,
5678,
4298,
3064,
3084,
4381,
4461,
5306,
5779,
3343,
2811,
2987,
4467,
4463,
5335,
9256,
4618,
3335,
3331,
6576,
3257,
2041,
1716,
1526,
1432,
1641,
1339,
1067,
1047,
1060,
1027,
1306,
1246,
988,
912,
871,
854,
830,
880,
1085,
813,
712,
659,
711,
583,
716,
817,
779,
754,
748,
685,
650,
749,
677,
689,
616,
647,
439,
961,
1256,
1369,
1597,
1841,
1477,
1706,
1830,
1619,
1866,
1600,
1183,
1053,
1154,
1054,
1350,
1539,
1343,
1247,
1350,
1291,
1412,
1757,
2257,
4190,
3834,
3882,
3894,
2681,
2351,
2230,
3082,
2988,
3460,
3588,
2493,
2320,
2219,
2926,
3176,
3794,
6791,
3777,
2641,
2495,
3641,
3589,
3892,
4286,
4390,
3358,
2837,
3014,
2814,
3577,
4726,
11959,
7466,
4666,
3620,
2335,
1927,
1662,
1363,
1563,
1612,
1778,
1326,
1253,
1067,
961,
1098,
1180,
955,
820,
858,
768,
779,
903,
940,
875,
740,
754,
723,
768,
717,
871,
811,
789,
696,
704,
621,
661,
673,
489,
588,
492,
491,
544,
513,
615,
507,
439,
479,
477,
419,
518,
548,
420,
406,
447,
428,
384,
405,
515,
373,
361,
319,
380,
328,
344,
440,
372,
449,
414,
412,
390,
368,
502,
461,
412,
345,
420,
386,
429,
426,
369,
408,
353,
355,
343,
411,
499,
413,
381,
365,
390,
380,
451,
615,
529,
533,
478,
476,
468,
420,
524,
570,
543,
512,
532,
459,
509,
554,
535,
561,
488,
491,
466,
568,
550,
1035,
1161,
1114,
1398,
1292,
765,
721,
1205,
1305,
1418,
1200,
1277,
815,
923,
1300,
1388,
1436,
1601,
1284,
806,
901,
1340,
1467,
1378,
1402,
1350,
802,
849,
1239,
1207,
1363,
1253,
1217,
846,
798,
1211,
1141,
1177,
1342,
1163,
730,
910,
1402,
1668,
1349,
1290,
1174,
780,
850,
1360,
1251,
1361,
1214,
1253,
825,
889,
1349,
1393,
1333,
1506,
1358,
917,
956,
1358,
1393,
1609,
1785,
1536,
951,
1274,
1518,
1546,
1483,
964,
974,
856,
873,
1048,
1113,
1089,
901,
1029,
795,
868,
820,
986,
1080,
1294,
1606,
892,
900,
1328,
1300,
2283,
2227,
1809,
1304,
1369,
1370,
1397,
1465,
1607,
1352,
1614,
1577,
1578,
1467,
1556,
1379,
1434,
1128,
1382,
1502,
1961,
1961,
2230,
2417,
2588,
2393,
5164,
4868,
4379,
4109,
2943,
2559,
2377,
3393,
3693,
3697,
4217,
3119,
2508,
2677,
4174,
4570,
4324,
4512,
3157,
3157,
3021,
4630,
4898,
4415,
4411,
3159,
3351,
3549,
4470,
4720,
4173,
4077,
3010,
2848,
3176,
3980,
4451,
4064
] |
[
5262,
3375,
2400,
2296,
2678,
1894,
1423,
1359,
1146,
1406,
1330,
1050,
953,
925,
1026,
840,
948,
1006,
926,
821,
778,
799,
840,
970,
967,
875,
730,
803,
790,
739,
835,
950,
710,
837,
848,
940,
787,
529,
887,
1121,
1066,
1170,
1233,
1179,
1356,
1312,
1449,
1186,
1086,
1045,
890,
1051,
1327,
1091,
1202,
987,
1015,
986,
1182,
1272,
1274,
1120,
1050,
1144,
985,
1089,
1307,
1406,
1185,
1013,
1037,
986,
1047,
1210,
1013,
871,
857,
835,
844,
966,
1081,
1064,
872,
831,
840,
889,
849,
1115,
1133,
902,
873,
1518,
1699,
1451,
1260,
1239
] |
[
"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: 280.52%",
"予測される変化率: [カラム_0] 予測される変化率: -76.45%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.92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: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 280.52%",
"Forecasted change rate: [column_0] Forecasted change rate: -76.45%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.92 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 80.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2,
3,
7,
3,
4,
6,
1,
8,
7,
3,
3,
4,
2,
6,
2,
1,
4,
4,
5,
3,
7,
2,
1,
5,
0,
4,
3,
4,
7,
3,
3,
5,
3,
2,
2,
4,
8,
1,
0,
2,
3,
0,
1,
2,
2,
4,
7,
2,
2,
1,
1,
6,
6,
8,
3,
2,
3,
2,
4,
3,
6,
3,
1,
2,
5,
3,
6,
2,
5,
8,
2,
6,
4,
3,
4,
4,
4,
40,
39,
30,
70,
78,
96,
79,
216,
80,
69,
66,
100,
37,
48,
40,
23,
30,
61,
54,
37,
39,
35,
40,
47,
58,
48,
95,
42,
54,
53,
56,
85,
64,
43,
35,
50,
86,
72,
60,
136,
61,
73,
56,
39,
62,
61,
67,
64,
62,
60,
51,
57,
62,
85,
43,
49,
55,
37,
55,
80,
79,
60,
54,
55,
39,
45,
63,
63,
63,
167,
93,
71,
49,
85,
85,
123,
82,
299,
165,
170,
174,
124,
73,
71,
86,
57,
151,
109,
108,
97,
59,
71,
49,
231,
107,
116,
69,
48,
74,
54,
138,
118,
78,
65,
83,
72,
111,
116,
216,
109,
101,
112,
113,
75,
59,
79,
103,
100,
69,
80,
77,
74,
88,
70,
61,
65,
57,
51,
58,
75,
64,
50,
57,
53,
58,
76,
70,
84,
46,
59,
68,
57,
46,
72,
74,
53,
51,
65,
74,
63,
68,
70,
55,
54,
49,
54,
54,
70,
82,
49,
41,
48,
41,
50,
53,
56,
54,
35,
65,
56,
43,
57,
57,
48,
48,
50,
45,
53,
78,
75,
48,
53,
66,
113,
62,
60,
71,
76,
52,
57,
53,
71,
70,
63,
154,
79,
34,
50,
72,
117,
70,
51,
231,
125,
63,
55,
119,
134,
91,
50,
59,
44,
62,
107,
73,
51,
36,
58,
8618,
1612,
930,
6441,
1745,
129,
119,
97,
147,
67,
72,
44,
70,
72,
74,
47,
90,
78,
42,
25,
46,
28,
77,
70,
69,
38,
31,
38,
35,
36,
44,
55,
32,
40,
36,
39,
34,
40,
48,
307,
53,
41,
35,
45,
33,
34,
33,
28,
48,
31,
56,
47,
46,
37,
36,
30,
40,
25,
40,
69,
143,
43,
43,
46,
33,
41,
42,
27,
31,
30,
28,
47,
116,
81,
45,
39,
52,
48,
54,
46,
50,
42,
33,
48,
55,
55,
55,
40,
131,
36,
50,
38,
33,
72,
101,
59,
62,
81,
71,
58,
61,
113,
73,
54,
61,
45,
42,
46,
42,
38,
39,
41,
51,
52,
72,
70,
62,
53,
63,
151,
68,
47,
65,
64,
53,
36,
41,
36,
61,
61,
25,
40,
46,
34,
41,
90,
69,
45,
34,
34,
75,
58,
48,
46,
49,
22,
31,
41,
45,
38,
48,
140,
63,
56,
57,
32,
101,
69,
72,
31,
64,
70,
52,
51,
81,
40,
22,
54,
38,
25,
59,
47,
43,
39,
25,
30,
23,
46,
49,
37,
49,
37,
59,
36,
92,
62,
35,
29,
29,
23,
111,
45,
42,
28,
42,
37,
45,
39,
39,
62,
48,
41,
20,
32,
300,
165,
56,
53,
34,
27,
27,
20,
35,
44,
38,
43,
72
] |
[
62,
44,
64,
53,
39,
125,
53,
46,
69,
82,
63,
32,
197,
73,
48,
40,
49,
69,
41,
41,
147,
65,
64,
58,
54,
25,
41,
66,
51,
142,
63,
66,
58,
65,
66,
65,
71,
166,
71,
112,
99,
99,
80,
92,
88,
91,
106,
64,
45,
72,
76,
132,
105,
51,
52,
47,
54,
64,
66,
60,
48,
53,
56,
96,
50,
68,
55,
56,
33,
57,
52,
89,
84,
94,
44,
50,
66,
40,
56,
60,
54,
2930,
189,
94,
239,
75,
69,
181,
65,
61,
76,
46,
100,
111,
64,
49
] |
[
"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: 3500.00%",
"予測される変化率: [カラム_0] 予測される変化率: -20.97%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.89倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 3500.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -20.97%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.89 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 59",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 84.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
3,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
2,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
5,
0,
1,
1,
2,
2,
2,
2,
1,
2,
2,
0,
2,
2,
0,
0,
1,
3,
2,
3,
4,
4,
14,
25,
20,
23,
18,
24,
10,
14,
15,
18,
15,
19,
11,
13,
10,
120,
63,
40,
47,
36,
36,
48,
101,
137,
91,
363,
1482,
1180,
1003,
1095,
1469,
765,
698,
794,
600,
688,
737,
1259,
779,
607,
696,
584,
682,
894,
1191,
730,
702,
840,
717,
1355,
2837,
1596,
817,
826,
801,
701,
836,
862,
1281,
789,
832,
803,
621,
766,
839,
1277,
938,
787,
990,
826,
1331,
4931,
6466,
3588,
2788,
2580,
1910,
1725,
1914,
3727,
2301,
2163,
2343,
2096,
2261,
2508,
3396,
2169,
2576,
2324,
1744,
2139,
2323,
3579,
2207,
2274,
2311,
2358,
3459,
18073,
30051,
12886,
9396,
10396,
7586,
6788,
7480,
24534,
9667,
7888,
8902,
7753,
7630,
8051,
19410,
9925,
9425,
12375,
8594,
9415,
11309,
23318,
12879,
10904,
12308,
9673,
11483,
14641,
20273,
17806,
11677,
11476,
13537,
29264,
135867,
18101,
9305,
6562,
4653,
3918,
3682,
3636,
3671,
3096,
2548,
2403,
2117,
2102,
2250,
2163,
1842,
1741,
1496,
1468,
1640,
1617,
1737,
1641,
1484,
1563,
1604,
2174,
3093,
1904,
1743,
1299,
1169,
1062,
1124,
1231,
1427,
1134,
998,
898,
886,
864,
937,
1195,
1119,
787,
902,
894,
1187,
1894,
1098,
1002,
780,
763,
735,
813,
778,
766,
847,
663,
630,
642,
811,
1120,
700,
670,
564,
572,
624,
600,
550,
598,
579,
594,
545,
584,
679,
873,
691,
679,
607,
617,
557,
599,
527,
640,
559,
483,
553,
583,
541,
505,
500,
486,
456,
463,
540,
507,
821,
586,
577,
531,
505,
477,
513,
504,
499,
445,
407,
445,
516,
532,
475,
557,
475,
460,
546,
610,
597,
894,
646,
568
] |
[
483,
536,
551,
547,
502,
642,
502,
453,
535,
504,
577,
823,
700,
573,
517,
476,
423,
493,
571,
520,
437,
454,
421,
484,
575,
1013,
600,
607,
545,
475,
546,
431,
514,
533,
535,
648,
549,
509,
550,
605,
483,
527,
471,
348,
373,
460,
456,
362,
479,
404,
316,
335,
355,
342,
850,
456,
336,
390,
381,
355,
393,
376,
364,
377,
423,
442,
476,
734,
558,
572,
443,
445,
397,
378,
376,
439,
447,
411,
353,
385,
424,
507,
457,
431,
355,
353,
390,
360,
380,
372,
425,
340,
420,
434,
460,
354
] |
[
"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: 18833.33%",
"予測される変化率: [カラム_0] 予測される変化率: -26.71%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.26倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 18833.33%",
"Forecasted change rate: [column_0] Forecasted change rate: -26.71%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.26 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
37,
50,
32,
31,
39,
24,
23,
35,
52,
98,
1188,
2107,
1654,
1574,
1180,
1236,
986,
1024,
1261,
1149,
1093,
855,
799,
900,
996,
2071,
1903,
817,
525,
503,
374,
322,
269,
188,
228,
181,
144,
105,
114,
114,
135,
101,
92,
89,
91,
92,
68,
98,
80,
50,
48,
48,
44,
48,
58,
37,
33,
38,
43,
30,
52,
47,
33,
55,
29,
30,
36,
51,
72,
48,
31,
46,
36,
33,
29,
26,
42,
38,
42,
30,
28,
42,
59,
38,
37,
38,
30,
25,
46,
52,
56,
60,
51,
27,
29,
25,
24,
15,
18,
17,
19,
18,
25,
25,
42,
56,
30,
19,
26,
37,
31,
54,
43,
47,
35,
39,
39,
49,
30,
48
] |
[
68,
36,
47,
47,
69,
78,
90,
108,
76,
97,
134,
121,
163,
122,
60,
59,
58,
34,
32,
35,
60,
27,
37,
33,
35,
32,
85,
38,
50,
45,
42,
46,
43,
41,
47,
28,
57,
39,
43,
36,
44,
46,
46,
17,
52,
42,
28,
27,
40,
55,
40,
40,
37,
36,
43,
23,
40,
31,
42,
37,
50,
42,
60,
46,
28,
44,
64,
48,
42,
39,
44,
29,
30,
39,
46,
34,
34,
40,
34,
34,
68,
31,
28,
34,
26,
39,
39,
54,
30,
34,
27,
45,
31,
32,
31,
31
] |
[
"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: 29.73%",
"予測される変化率: [カラム_0] 予測される変化率: -54.41%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.02倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 29.73%",
"Forecasted change rate: [column_0] Forecasted change rate: -54.41%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.02 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 |
[
5,
3,
2,
3,
1,
0,
1,
1,
3,
1,
17,
7,
3,
4,
6,
4,
5,
4,
4,
5,
3,
4,
1,
4,
4,
2,
4,
4,
4,
2,
2,
2,
2,
5,
2,
6,
5,
3,
1,
5,
2,
2,
0,
1,
3,
1,
2,
3,
0,
3,
3,
4,
1,
1,
3,
1,
1,
0,
1,
0,
4,
0,
1,
3,
2,
8,
4,
1,
2,
1,
5,
1,
2,
6,
4,
1,
2,
1,
3,
2,
3,
2,
3,
2,
1,
1,
2,
3,
1,
0,
2,
3,
2,
0,
2,
4,
6,
1,
8,
3,
3,
5,
5,
5,
11,
1,
4,
3,
2,
2,
4,
1,
2,
4,
6,
0,
3,
3,
5,
0,
3,
6,
3,
0,
5,
7,
1,
4,
4,
2,
0,
4,
2,
4,
1,
3,
2,
3,
1,
4,
3,
2,
1,
3,
4,
1,
5,
3,
5,
6,
8,
7,
2,
2,
4,
3,
3,
2,
3,
2,
1,
4,
3,
1,
4,
2,
3,
6,
1,
0,
3,
1,
4,
4,
4,
1,
1,
3,
1,
2,
1,
9,
3,
6,
1,
2,
1,
5,
2,
5,
2,
3,
1,
3,
4,
2,
3,
3,
6,
2,
2,
3,
3,
4,
5,
4,
3,
2,
5,
3,
5,
1,
2,
3,
2,
5,
9,
5,
5,
5,
4,
2,
4,
4,
7,
5,
5,
2,
3,
5,
3,
4,
3,
9,
4,
4,
6,
9,
7,
18,
22,
49,
27,
31,
56,
60,
57,
69,
25,
39,
76,
77,
66,
72,
61,
37,
28,
73,
63,
69,
73,
65,
38,
42,
40,
82,
36,
35,
39,
50,
44,
78,
82,
103,
73,
66,
42,
115,
92,
76,
128,
76,
57,
52,
81,
123,
137,
129,
191,
204,
99,
132,
219,
128,
149,
89,
73,
54,
64,
113,
91,
157,
130,
98,
81,
49,
71,
104,
93,
80,
71,
35,
70,
93,
87,
108,
118,
94,
56,
59,
131,
112,
155,
158,
90,
84,
86,
111,
128,
113,
117,
79,
69,
66,
180,
134,
156,
156,
96,
117,
127,
263,
221,
162,
197,
187,
91,
75,
225,
152,
145,
164,
116,
86,
77,
154,
143,
125,
149,
107,
109,
108,
144,
177,
169,
175,
130,
92,
106,
183,
269,
251,
555,
258,
173,
105,
256,
374,
329,
277,
223,
276,
250,
311,
298,
262,
378,
336,
184,
159,
449,
475,
442,
677,
777,
274,
266,
814,
815,
1092,
1758,
2023,
4207,
3104,
5112,
4160,
4173,
3510,
2779,
1775,
1541,
2967,
2799,
2745,
3218,
2928,
2762,
2950,
2486,
1406,
1122,
927,
521,
379,
567,
670,
623,
619,
490,
363,
207,
322,
382,
381,
579,
420,
423,
200,
255,
305,
337,
309,
302,
107,
122,
145,
167,
156,
142,
167,
112,
43,
102,
215,
152,
139,
160,
81,
42,
78,
82,
104,
90,
97,
64,
37,
52,
73,
76,
39,
73,
50,
33,
74,
67,
85,
100,
66,
68,
33,
40,
76,
83,
60,
32,
24,
21,
36,
36,
41,
55,
35,
64,
33,
29,
59,
38,
43,
45,
47,
37,
33,
43,
54,
41,
48,
29,
19,
21,
28,
41,
67
] |
[
27,
23,
18,
23,
52,
42,
42,
57,
50,
21,
74,
47,
57,
31,
34,
35,
10,
10,
37,
50,
38,
25,
21,
11,
10,
65,
29,
22,
14,
29,
11,
12,
28,
26,
26,
36,
23,
34,
11,
29,
30,
36,
18,
19,
20,
20,
37,
31,
37,
35,
35,
17,
17,
39,
23,
37,
36,
34,
28,
19,
33,
28,
40,
38,
33,
14,
22,
27,
44,
51,
49,
51,
14,
8,
26,
27,
40,
30,
29,
22,
36,
29,
40,
37,
29,
40,
23,
34,
53,
37,
62,
52,
40,
44,
13,
27
] |
[
"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: 1240.00%",
"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3.28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: 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: stable",
"Historical change rate: [column_0] Historical change rate: 1240.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.28 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] 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 |
[
0,
2,
1,
2,
2,
2,
1,
1,
5,
2,
1,
3,
0,
3,
1,
2,
3,
2,
1,
1,
3,
2,
0,
3,
3,
2,
1,
1,
3,
0,
0,
0,
0,
3,
2,
3,
5,
3,
2,
1,
1,
2,
2,
1,
1,
0,
1,
1,
3,
3,
0,
2,
2,
4,
4,
1,
1,
2,
2,
5,
2,
0,
1,
4,
2,
3,
4,
2,
1,
5,
2,
4,
2,
4,
3,
3,
2,
9,
4,
0,
3,
1,
2,
7,
1,
2,
1,
4,
3,
0,
4,
2,
4,
3,
2,
4,
2,
10,
6,
2,
0,
2,
1,
2,
5,
3,
3,
6,
2,
2,
4,
12,
3,
3,
4,
5,
1,
1,
2,
5,
5,
6,
1,
3,
2,
7,
3,
3,
3,
2,
1,
0,
3,
0,
2,
0,
2,
2,
2,
2,
4,
0,
1,
0,
5,
1,
0,
2,
0,
0,
1,
0,
1,
3,
1,
1,
3,
3,
2,
2,
1,
1,
0,
5,
1,
2,
2,
2,
1,
0,
0,
1,
4,
1,
0,
1,
2,
0,
0,
9,
0,
1,
3,
0,
2,
0,
1,
2,
3,
1,
3,
1,
1,
1,
2,
3,
4,
5,
4,
8,
0,
6,
1,
5,
0,
0,
1,
1,
2,
4,
4,
2,
2,
2,
0,
0,
0,
8,
1,
3,
2,
1,
1,
1,
0,
3,
0,
3,
1,
2,
2,
1,
2,
1,
3,
1,
3,
2,
2,
1,
4,
2,
2,
1,
0,
2,
0,
4,
2,
2,
2,
1,
1,
2,
4,
0,
3,
1,
1,
1,
5,
2,
3,
1,
4,
2,
2,
3,
1,
3,
1,
3,
4,
16,
13,
5,
1,
0,
2,
1,
0,
1,
3,
0,
1,
1,
4,
1,
1,
1,
2,
3,
5,
4,
0,
2,
3,
0,
2,
2,
2,
2,
1,
3,
1,
2,
5,
2,
3,
4,
3,
1,
3,
2,
5,
4,
2,
1,
0,
2,
2,
1,
2,
1,
3,
1,
1,
3,
1,
1,
1,
0,
1,
0,
4,
0,
3,
5,
4,
2,
2,
5,
3,
2,
0,
1,
4,
1,
2,
0,
3,
1,
2,
1,
1,
3,
2,
1,
5,
2,
6,
2,
4,
3,
3,
10,
2,
12,
5,
2,
4,
5,
4,
2,
4,
1,
0,
4,
3,
2,
10,
6,
8,
6,
4,
2,
4,
3,
2,
2,
2,
3,
4,
5,
4,
13,
1,
3,
3,
5,
3,
5,
3,
2,
5,
4,
1,
0,
3,
3,
8,
2,
3,
2,
6,
1,
3,
1,
5,
3,
7,
5,
2,
3,
1,
3,
0,
2,
3,
2,
2,
2,
5,
7,
2,
2,
3,
5,
3,
0,
2,
11,
1,
1,
10,
2,
6,
2,
2,
4,
1,
2,
1,
4,
1,
9,
1,
4,
5,
1,
3,
3,
4,
1,
1,
5,
1,
3,
2,
3,
4,
6,
3,
6,
2,
2,
3,
4,
0,
3,
2,
2,
2,
0,
0,
1,
4,
1,
1,
3,
2,
4,
2,
4,
4,
1,
4,
5,
2,
4,
5,
2,
2,
1,
2,
1,
4,
5,
0,
1,
3,
0
] |
[
2,
2,
6,
5,
4,
6,
1,
2,
4,
5,
1,
1,
4,
1,
0,
5,
4,
2,
4,
0,
2,
2,
2,
3,
1,
3,
3,
1,
0,
1,
3,
0,
1,
0,
0,
1,
0,
5,
1,
3,
2,
5,
0,
3,
3,
1,
3,
1,
0,
1,
1,
4,
4,
1,
2,
2,
1,
2,
2,
2,
3,
2,
1,
3,
1,
5,
3,
3,
2,
2,
4,
1,
6,
3,
2,
4,
5,
4,
5,
3,
0,
2,
4,
5,
2,
1,
5,
1,
4,
4,
3,
0,
4,
3,
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: 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0.83倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 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: 50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.83 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 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 downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 22 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 22.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3,
1,
0,
1,
0,
0,
2,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
3,
3,
2,
0,
0,
1,
0,
0,
1,
3,
3,
2,
4,
1,
4,
0,
0,
2,
1,
5,
4,
2,
1,
4,
2,
2,
0,
1,
3,
1,
0,
1,
1,
1,
3,
2,
2,
0,
0,
0,
1,
1,
1,
0,
2,
2,
3,
1,
0,
0,
2,
0,
2,
2,
1,
0,
0,
0,
1,
2,
0,
2,
1,
1,
0,
0,
0,
2,
1,
0,
1,
0,
0,
0,
0,
1,
1,
1,
0,
0,
1,
0,
1,
1,
1,
2,
0,
0,
0,
3,
0,
1,
1,
1,
0,
2,
0,
1,
1,
2,
0,
0,
1,
1,
2,
1,
2,
0,
1,
2,
0,
1,
2,
4,
1,
0,
0,
2,
3,
0,
1,
1,
0,
1,
1,
1,
3,
2,
1,
1,
1,
2,
1,
0,
1,
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
2,
1,
1,
0,
1,
0,
0,
1,
1,
0,
1,
0,
1,
0,
2,
0,
1,
0,
1,
1,
0,
0,
0,
0,
1,
1,
2,
1,
0,
0,
0,
2,
0,
0,
1,
0,
0,
0,
1,
0,
1,
0,
1,
0,
1,
2,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0
] |
[
0,
2,
1,
0,
0,
1,
1,
1,
2,
1,
1,
1,
0,
0,
0,
0,
1,
1,
0,
1,
2,
0,
0,
0,
2,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
2,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
1,
1,
0,
0,
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1.96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: 20個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.96 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 20",
"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 でのデータのランダム性は低いです。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データの変動性は低いです。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data has low randomness at period 88.",
"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 low volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
144,
130,
102,
137,
115,
100,
141,
210,
163,
147,
133,
171,
169,
199,
143,
128,
150,
95,
122,
144,
151,
160,
99,
125,
101,
91,
107,
156,
154,
144,
214,
122,
138,
166,
192,
181,
209,
129,
136,
126,
144,
147,
171,
141,
158,
167,
157,
129,
158,
201,
156,
116,
142,
222,
144,
177,
195,
156,
175,
160,
171,
157,
175,
152,
165,
150,
140,
148,
195,
116,
134,
133,
144,
166,
148,
137,
226,
160,
151,
157,
146,
154,
132,
158,
127,
163,
116,
184,
179,
205,
154,
117,
142,
155,
162,
157,
146,
140,
125,
135,
165,
157,
165,
141,
137,
127,
135,
147,
148,
136,
164,
159,
187,
170,
158,
206,
156,
120,
208,
225,
188,
166,
171,
212,
146,
180,
199,
125,
140,
148,
147,
172,
163,
163,
198,
143,
139,
194,
131,
130,
190,
122,
118,
150,
154,
126,
170,
147,
129,
119,
140,
140,
142,
135,
145,
162,
118,
131,
112,
104,
128,
121,
98,
102,
108,
137,
124,
104,
129,
111,
101,
155,
114,
117,
133,
126,
129,
130,
102,
154,
120,
136,
121,
79,
122,
143,
139,
131,
154,
198,
162,
143,
152,
133,
141,
183,
150,
120,
108,
129,
146,
122,
147,
100,
154,
121,
174,
191,
195,
163,
159,
149,
138,
146,
133,
158,
149,
174,
109,
120,
144,
106,
84,
127,
133,
113,
128,
160,
146,
182,
489,
180,
147,
151,
185,
140,
208,
169,
146,
171,
146,
139,
167,
211,
461,
290,
204,
225,
187,
199,
189,
200,
186,
216,
176,
169,
189,
176,
191,
174,
160,
184,
159,
201,
183,
154,
152,
135,
175,
139,
145,
155,
115,
127,
169,
143,
155,
128,
135,
138,
141,
200,
208,
171,
167,
269,
422,
360,
236,
162,
230,
220,
206,
220,
203,
181,
225,
198,
178,
234,
145,
182,
202,
286,
266,
236,
509,
336,
323,
270,
218,
175,
208,
197,
229,
201,
155,
169,
216,
202,
216,
263,
189,
214,
191,
213,
156,
202,
185,
195,
192,
199,
320,
250,
213,
195,
267,
239,
245,
182,
230,
205,
217,
189,
197,
186,
152,
223,
259,
295,
554,
420,
458,
626,
872,
821,
872,
875,
755,
580,
614,
566,
525,
498,
566,
581,
621,
611,
577,
561,
519,
574,
539,
693,
578,
651,
613,
556,
472,
363,
461,
433,
535,
479,
467,
388,
349,
405,
624,
550,
425,
448,
329,
350,
391,
422,
388,
398,
381,
318,
356,
397,
284,
294,
283,
282,
256,
228,
233,
201,
210,
195,
255,
216,
224,
208,
167,
211,
188,
298,
217,
218,
271,
268,
310,
230,
260,
218,
244,
236,
214,
219,
179,
313,
229,
192,
206,
212,
257,
200,
244,
251,
205,
189,
237,
216,
209,
199,
192,
168,
222,
146,
193,
212,
216,
181,
190,
184,
178,
200,
149,
208,
174,
123,
214,
196,
163,
171,
158,
166,
112,
171,
221,
144,
171,
190,
159,
208,
164,
166,
193,
170,
160,
171,
169,
187,
242,
152,
174,
173,
148,
151,
173,
179,
143,
161,
161,
138,
124,
134,
137,
135,
140,
142,
155,
178,
141,
156,
141,
134,
156,
149
] |
[
170,
135,
190,
159,
164,
211,
164,
137,
201,
149,
179,
120,
164,
168,
141,
135,
165,
178,
168,
202,
236,
187,
178,
242,
222,
212,
183,
196,
205,
197,
223,
250,
178,
255,
205,
208,
159,
168,
155,
192,
235,
303,
218,
208,
247,
232,
298,
277,
229,
242,
297,
284,
231,
272,
233,
390,
388,
365,
393,
358,
385,
357,
316,
240,
198,
194,
213,
217,
197,
277,
207,
256,
198,
227,
271,
255,
269,
217,
282,
215,
230,
215,
232,
208,
224,
208,
246,
177,
202,
179,
218,
164,
223,
204,
251,
208
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 3.47%",
"予測される変化率: [カラム_0] 予測される変化率: 22.35%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.56倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 71個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 3.47%",
"Forecasted change rate: [column_0] Forecasted change rate: 22.35%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.56 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 71",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 70."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
24,
39,
61,
57,
41,
51,
36,
48,
50,
50,
55,
82,
73,
60,
74,
48,
207,
151,
87,
78,
45,
46,
52,
50,
60,
59,
60,
42,
44,
37,
41,
46,
74,
61,
51,
43,
40,
64,
69,
73,
54,
44,
44,
47,
166,
67,
62,
59,
44,
66,
56,
46,
80,
60,
46,
61,
54,
76,
56,
68,
63,
59,
64,
61,
76,
67,
66,
74,
59,
4332,
5999,
3882,
2664,
1366,
1159,
896,
827,
573,
392,
327,
371,
379,
271,
225,
263,
212,
259,
322,
352,
237,
174,
168,
208,
207,
332,
342,
246,
193,
207,
247,
206,
274,
332,
250,
226,
238,
294,
286,
413,
489,
370,
318,
460,
357,
439,
562,
655,
522,
500,
643,
825,
621,
798,
972,
693,
644,
668,
630,
671,
760,
799,
663,
837,
835,
899,
910,
1129,
1353,
776,
727,
725,
1101,
1236,
1887,
2725,
1583,
1653,
2944,
2391,
4051,
6303,
7678,
7425,
6523,
9238,
10731,
11351,
20618,
28821,
8985,
5573,
3820,
3472,
4140,
4883,
5049,
2713,
2146,
1912,
1833,
1823,
2594,
2988,
2114,
2062,
2615,
5215,
3772,
4976,
2966,
1630,
1284,
1015,
936,
1188,
1133,
1096,
677,
629,
637,
480,
558,
591,
525,
302,
298,
248,
227,
256,
366,
349,
248,
208,
161,
169,
169,
291,
307,
183,
181,
154,
197,
176,
280,
261,
154,
165,
166,
185,
207,
234,
292,
223,
236,
137,
152,
147,
169,
230,
139,
107,
116,
105,
141,
153,
190,
119,
125,
112,
648,
1288,
2047,
2286,
1026,
798,
595,
623,
640,
838,
1074,
481,
376,
353,
337,
414,
624,
758,
364,
351,
312,
225,
343,
529,
624,
331,
344,
291,
266,
533,
377,
542,
453,
270,
285,
210,
261,
257,
288,
182,
187,
168,
169,
221,
270,
288,
160,
181,
190,
231,
288,
467,
614,
274,
225,
227,
241,
374,
653,
652,
297,
229,
309,
537,
699,
1051,
984,
407,
394,
450,
491,
523,
583,
484,
288,
285,
199,
224,
305,
420,
601,
504,
266,
203,
204,
234,
255,
348,
238,
266,
241,
234,
293,
300,
341,
214,
155,
181,
179,
166,
252,
317,
175,
174,
165,
183,
128,
235,
234,
142,
136,
133,
119,
184,
221,
284,
130,
126,
129,
123,
167,
246,
257,
171,
150,
131,
136,
161,
162,
277,
146,
121,
130,
106,
228,
202,
176,
145,
146,
170,
152,
154,
207,
228,
935,
177,
147,
140,
145,
175,
177,
189,
140,
159,
128,
152,
174,
217,
215,
151,
131,
167,
437,
352,
265,
165,
217,
164,
133,
169,
221,
255,
152,
140,
108,
184,
169,
215,
244,
156,
133,
129,
132,
157,
176,
223,
143,
183,
144,
128,
150,
205,
215,
151,
132,
161,
127,
133,
189,
210,
145,
154,
123,
130,
180,
223,
256,
193,
119,
136,
119,
149,
223,
228,
166,
176,
153,
128,
152,
227,
292,
272,
221,
221,
244,
199,
253,
330,
234,
278,
217,
314,
3597,
2873,
1531,
707,
653,
686,
674,
670,
2618,
1748,
632,
553,
521,
537,
593,
1164,
1239,
935,
835,
512,
448,
474,
693,
754,
498,
848,
521,
408,
573,
1986,
1612,
871,
639,
621,
611,
740,
1554,
1487,
776,
756,
670
] |
[
817,
1085,
1857,
2724,
1682,
1547,
1478,
1707,
2032,
3041,
4266,
10583,
8455,
3648,
2266,
1869,
2355,
3224,
1559,
1203,
982,
994,
986,
1266,
1678,
1124,
1083,
1175,
1465,
1871,
3796,
3511,
2564,
1140,
827,
658,
589,
509,
618,
465,
406,
458,
422,
442,
459,
420,
277,
237,
233,
167,
260,
244,
308,
150,
174,
187,
186,
174,
264,
223,
144,
223,
127,
140,
151,
216,
218,
122,
125,
137,
110,
147,
175,
193,
152,
99,
113,
135,
146,
204,
184,
117,
89,
100,
112,
114,
180,
193,
113,
116,
120,
142,
163,
217,
295,
196
] |
[
"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: 2691.67%",
"予測される変化率: [カラム_0] 予測される変化率: -76.01%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.44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: 39個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 2691.67%",
"Forecasted change rate: [column_0] Forecasted change rate: -76.01%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.44 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 39",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 88 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
875,
791,
813,
1016,
984,
801,
915,
762,
816,
928,
1001,
1037,
876,
848,
834,
900,
1021,
1007,
996,
865,
914,
902,
833,
764,
715,
907,
684,
685,
842,
1116,
760,
706,
684,
653,
975,
869,
887,
848,
950,
1048,
817,
797,
827,
841,
871,
1201,
1273,
893,
941,
866,
735,
814,
1088,
1381,
1027,
909,
944,
926,
971,
1093,
1165,
894,
804,
823,
1018,
1007,
1141,
1232,
939,
853,
855,
928,
869,
1011,
1030,
875,
936,
780,
841,
855,
1005,
1124,
812,
782,
831,
826,
780,
807,
1000,
1095,
862,
794,
949,
793,
1024,
1079,
903,
903,
888,
925,
1016,
1080,
1150,
970,
1081,
967,
881,
905,
1003,
1281,
1681,
1180,
917,
797,
818,
997,
1125,
814,
838,
872,
818,
764,
1005,
1102,
830,
895,
882,
874,
927,
1008,
1262,
938,
883,
907,
947,
821,
1087,
1152,
996,
948,
924,
962,
835,
1105,
1047,
991,
940,
899,
838,
885,
1032,
1038,
963,
972,
909,
881,
844,
1005,
1135,
868,
816,
847,
794,
750,
937,
1082,
880,
913,
797,
798,
742,
917,
1014,
823,
801,
820,
746,
778,
886,
955,
932,
865,
828,
787,
968,
1103,
1267,
877,
892,
915,
853,
875,
1051,
1117,
847,
835,
854,
914,
816,
1120,
1116,
908,
874,
866,
1017,
932,
1123,
1022,
888,
891,
980,
936,
1086,
1030,
1116,
951,
865,
854,
925,
936,
944,
805,
998,
993,
1044,
1085,
1116,
1250,
1300,
953,
937,
954,
874,
855,
1005,
1118,
920,
1013,
869,
960,
892,
1128,
1228,
1047,
932,
894,
1008,
954,
1091,
1151,
978,
967,
934,
913,
982,
1120,
1270,
946,
930,
826,
840,
905,
1122,
1078,
959,
933,
928,
824,
872,
1100,
1128,
958,
960,
949,
894,
876,
1166,
1101,
1135,
1029,
959,
871,
858,
1034,
1167,
919,
961,
935,
1374,
1681,
2865,
2216,
1470,
1143,
1078,
1030,
904,
1141,
1168,
1016,
1027,
932,
928,
847,
1074,
1127,
1025,
928,
878,
786,
866,
1058,
1145,
887,
821,
901,
803,
763,
1039,
1119,
870,
930,
892,
842,
779,
1007,
1116,
933,
965,
859,
936,
877,
1015,
1069,
879,
826,
779,
845,
816,
892,
1056,
866,
888,
831,
983,
993,
1002,
1142,
857,
865,
913,
873,
812,
1022,
1137,
857,
865,
800,
803,
892,
1113,
1118,
808,
843,
861,
787,
914,
1062,
1086,
907,
908,
903,
916,
999,
1001,
1152,
1026,
987,
1044,
1078,
959,
1130,
1225,
930,
970,
918,
968,
899,
1080,
1138,
902,
946,
933,
875,
966,
1016,
1229,
946,
954,
929,
993,
945,
1102,
969,
1035,
1038,
1000,
1070,
1053,
1059,
1085,
1083,
1017,
946,
905,
969,
1070,
1328,
1364,
1203,
1112,
1047,
1062,
1298,
1322,
1042,
1099,
1301,
1626,
1044,
1271,
1323,
973,
909,
1044,
958,
958,
1001,
1293,
912,
985,
918,
1137,
1220,
1286,
1355,
1088,
1097,
1028,
1040,
973,
1151,
1194,
1045,
1126,
1276,
1054,
1051,
1216,
1352,
1106,
1079,
1033,
1006,
971,
1301,
1259,
1341,
1070,
1007,
1063,
1042,
1203,
1311,
1006,
1109,
1084,
1057,
1340,
1216,
1333,
1100,
1096,
1031,
999,
980,
1083,
1311,
1024,
941,
996,
935,
1087,
1118,
1216,
1198,
1046,
1059,
927,
966,
1247,
1305,
1126,
1147,
1095,
1095,
1014,
1330,
1366,
1268,
1461,
1114
] |
[
1065,
1057,
1273,
1388,
1032,
1100,
1036,
1053,
1140,
1229,
1549,
1251,
1186,
1139,
1141,
1056,
1229,
1339,
1183,
1099,
1019,
1202,
1196,
1208,
1346,
1102,
1145,
1093,
1102,
1178,
1216,
1294,
1221,
1261,
1148,
1104,
1104,
1163,
1269,
1467,
1151,
1132,
1124,
1081,
1241,
1335,
1065,
1140,
1269,
1142,
1092,
1280,
1236,
992,
1016,
1054,
1118,
1105,
1115,
1238,
1142,
1173,
1118,
1077,
1058,
1251,
1217,
1397,
1436,
1417,
1230,
1354,
1419,
1559,
1251,
1257,
1206,
1168,
1131,
1393,
1506,
1147,
1031,
1187,
1107,
1152,
1207,
1395,
1330,
1226,
1304,
1146,
1134,
1314,
1334,
1223
] |
[
"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: 27.31%",
"予測される変化率: [カラム_0] 予測される変化率: 14.84%",
"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0.18倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 27.31%",
"Forecasted change rate: [column_0] Forecasted change rate: 14.84%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.18 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 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 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 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
3,
3,
8,
3,
6,
4,
1,
7,
5,
11,
15,
1,
3,
7,
16,
4,
4,
3,
12,
10,
5,
7,
8,
3,
3,
1,
2,
9,
16,
2,
5,
4,
3,
4,
8,
0,
9,
1,
6,
5,
3,
6,
6,
1,
1,
4,
3,
4,
7,
4,
2,
6,
4,
1,
2,
3,
5,
5,
8,
5,
12,
4,
5,
5,
3,
5,
2,
8,
1,
2,
4,
5,
8,
5,
7,
6,
6,
29,
32,
55,
26,
22,
26,
37,
21,
21,
23,
28,
38,
24,
172,
54,
50,
34,
169,
44,
22,
27,
33,
30,
27,
21,
37,
32,
37,
28,
31,
46,
25,
94,
55,
41,
68,
75,
33,
39,
68,
34,
30,
28,
30,
16,
38,
34,
82,
26,
38,
55,
39,
96,
34,
101,
40,
20,
23,
19,
36,
33,
21,
33,
38,
24,
23,
22,
48,
53,
35,
43,
107,
54,
34,
29,
22,
41,
16,
23,
29,
109,
30,
31,
19,
12,
28,
21,
35,
33,
19,
26,
40,
20,
56,
105,
59,
39,
44,
46,
33,
158,
96,
43,
48,
52,
23,
73,
35,
171,
69,
46,
49,
17,
20,
37,
47,
30,
37,
28,
53,
26,
117,
255,
100,
18,
21,
27,
54,
19,
54,
33,
26,
48,
111,
31,
16,
103,
15,
17,
68,
110,
202,
677,
473,
194,
194,
378,
115,
139,
356,
196,
230,
391,
252,
199,
122,
194,
317,
148,
365,
184,
76,
68,
206,
123,
38,
36,
42,
191,
72,
328,
81,
48,
47,
50,
35,
111,
38,
31,
80,
18,
33,
21,
37,
86,
38,
31,
30,
31,
51,
37,
70,
45,
34,
125,
38,
78,
27,
89,
61,
39,
34,
727,
254,
74,
157,
286,
101,
203,
58,
32,
23,
101,
76,
120,
130,
46,
50,
44,
83,
119,
120,
85,
47,
147,
75,
53,
100,
132,
322,
102,
190,
54,
318,
87,
103,
422,
135,
247,
246,
270,
243,
215,
11191,
1746,
589,
750,
563,
755,
354,
630,
229,
491,
281,
228,
303,
396,
190,
148,
123,
93,
91,
78,
168,
152,
213,
305,
76,
105,
117,
236,
127,
208,
545,
335,
307,
162,
575,
508,
227,
249,
146,
189,
178,
112,
53,
121,
186,
65,
306,
77,
61,
56,
234,
129,
96,
442,
345,
224,
175,
257,
222,
264,
201,
154,
3851,
195,
123,
149,
82,
225,
580,
751,
118,
73,
409,
72,
91,
129,
157,
156,
65,
74,
46,
39,
169,
51,
47,
58,
60,
32,
55,
123,
41,
41,
23,
48,
23,
50,
44,
34,
26,
51,
56,
39,
40,
56,
39,
60,
660,
50,
363,
137,
172,
85,
393,
75,
231,
52,
332,
83,
82,
104,
49,
55,
35,
92,
48,
41,
56,
44,
72,
34,
92,
448,
54,
37,
38,
771,
129,
67,
45,
50,
66,
38,
52,
38,
124,
79,
48,
38,
31,
40,
35,
66,
96,
88,
42,
19,
48,
59,
307,
93,
72,
53,
34,
38,
65,
58,
28,
143,
166,
176,
65,
33,
85,
70,
33,
52,
35,
35,
74,
60,
53,
87,
49,
46,
44,
27,
52,
141,
62,
34,
30,
52
] |
[
37,
53,
69,
47,
54,
47,
24,
38,
55,
30,
31,
37,
25,
20,
35,
95,
136,
74,
125,
27,
59,
61,
63,
90,
28,
116,
78,
51,
40,
67,
635,
72,
85,
28,
176,
42,
46,
66,
58,
3580,
191,
118,
168,
75,
96,
196,
103,
67,
51,
33,
59,
67,
61,
64,
49,
62,
120,
131,
153,
74,
48,
52,
47,
43,
92,
77,
46,
1256,
107,
91,
117,
57,
134,
67,
63,
43,
67,
94,
66,
54,
178,
55,
41,
51,
43,
75,
80,
61,
94,
63,
49,
43,
132,
48,
58,
79
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 1633.33%",
"予測される変化率: [カラム_0] 予測される変化率: 113.51%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.97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: 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: stable",
"Historical change rate: [column_0] Historical change rate: 1633.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 113.51%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.97 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 59",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 70 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 70.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
16,
7,
9,
8,
6,
5,
9,
20,
17,
5,
26,
9,
4,
7,
25,
12,
13,
31,
13,
19,
4,
9,
11,
25,
10,
7,
6,
31,
17,
14,
4,
43,
10,
2,
9,
11,
16,
5,
6,
7,
5,
8,
10,
20,
5,
9,
4,
7,
3,
5,
11,
5,
4,
6,
8,
4,
9,
7,
2,
6,
4,
8,
8,
6,
5,
4,
5,
6,
3,
74,
80,
71,
12,
36,
5,
84,
8,
43,
66,
76,
179,
195,
62,
191,
164,
105,
83,
63,
68,
55,
141,
67,
18,
35,
80,
87,
49,
40,
74,
33,
128,
82,
41,
42,
23,
79,
18,
25,
86,
20,
21,
28,
24,
20,
30,
51,
88,
44,
39,
50,
51,
220,
56,
38,
28,
66,
21,
35,
63,
47,
203,
283,
80,
48,
44,
24,
40,
58,
31,
34,
66,
31,
28,
54,
402,
125,
48,
54,
87,
20,
31,
35,
27,
34,
100,
45,
39,
42,
71,
13,
165,
211,
49,
167,
140,
114,
161,
40,
22,
44,
40,
28,
28,
50,
32,
36,
254,
91,
32,
43,
26,
33,
26,
22,
28,
43,
74,
59,
39,
36,
37,
33,
24,
99,
41,
22,
113,
111,
28,
31,
13,
23,
26,
19,
25,
29,
44,
41,
29,
49,
35,
48,
310,
2299,
108,
196,
52,
38,
28,
31,
24,
41,
29,
19,
49,
31,
26,
22,
26,
71,
39,
19,
32,
53,
25,
28,
35,
12,
16,
25,
45,
26,
32,
16,
51,
17,
23,
279,
54,
39,
55,
18,
31,
15,
19,
19,
73,
24,
19,
18,
22,
14,
13,
32,
58,
17,
158,
34,
32,
25,
25,
17,
33,
26,
32,
30,
61,
85,
57,
60,
48,
18,
47,
76,
16,
31,
22,
24,
27,
22,
26,
29,
20,
19,
12,
15,
29,
19,
21,
22,
23,
33,
23,
26,
18,
18,
16,
27,
21,
24,
19,
25,
20,
16,
46,
37,
23,
29,
14,
18,
12,
16,
20,
22,
19,
17,
17,
29,
12,
20,
12,
15,
14,
10,
18,
19,
22,
17,
19,
20,
13,
19,
12,
9,
23,
18,
17,
12,
8,
22,
17,
27,
12,
9,
10,
16,
14,
19,
11,
18,
14,
10,
12,
13,
11,
11,
4,
10,
11,
10,
15,
13,
13,
14,
14,
17,
13,
14,
7,
13,
14,
29,
18,
30,
25,
15,
19,
24,
21,
24,
39,
22,
22,
20,
28,
21,
23,
32,
231,
228,
29,
33,
41,
24,
28,
20,
34,
29,
63,
13,
18,
22,
18,
11,
17,
27,
21,
18,
13,
24,
9,
19,
18,
24,
15,
34,
14,
14,
21,
35,
24,
18,
26,
22,
24,
30,
9,
13,
32,
29,
10,
19,
24,
16,
24,
23,
22,
33,
21,
26,
37,
16,
24,
16,
13,
16,
19,
19,
14,
11,
14,
15,
21,
16,
22,
15,
21,
16,
17,
17,
57,
12,
16,
19,
12,
9,
13,
27,
11,
14,
15,
14,
12,
18,
15,
44,
22,
15,
14,
13,
15,
10,
20,
15,
13,
10,
14,
16,
17,
12,
16,
7,
12,
16,
16,
14,
12,
24,
12,
25,
11,
17
] |
[
19,
13,
16,
16,
14,
30,
13,
13,
7,
14,
8,
24,
14,
11,
26,
16,
24,
17,
31,
23,
12,
19,
17,
29,
8,
12,
30,
30,
23,
21,
14,
17,
9,
20,
20,
23,
18,
22,
30,
16,
24,
24,
23,
19,
16,
10,
12,
16,
5,
13,
10,
9,
17,
9,
17,
24,
32,
27,
19,
13,
21,
11,
13,
14,
14,
13,
10,
33,
16,
16,
15,
16,
33,
21,
12,
20,
12,
6,
19,
17,
21,
17,
11,
6,
25,
20,
18,
27,
12,
23,
21,
61,
27,
22,
15,
15
] |
[
"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: 6.25%",
"予測される変化率: [カラム_0] 予測される変化率: -21.05%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.78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: 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: 6.25%",
"Forecasted change rate: [column_0] Forecasted change rate: -21.05%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.78 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 downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 60 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
11,
14,
4,
7,
17,
7,
13,
23,
20,
16,
10,
20,
9,
6,
14,
16,
18,
20,
20,
23,
23,
18,
21,
25,
29,
30,
23,
38,
24,
29,
65,
35,
35,
48,
28,
23,
19,
19,
16,
35,
14,
19,
24,
23,
12,
18,
17,
10,
14,
24,
16,
25,
12,
23,
20,
31,
23,
71,
18,
14,
18,
10,
33,
17,
14,
54,
14,
16,
22,
11,
16,
12,
15,
18,
20,
64,
20,
31,
21,
26,
60,
52,
17,
34,
19,
29,
18,
12,
12,
64,
31,
14,
48,
15,
18,
20,
13,
18,
27,
20,
10,
14,
30,
14,
30,
36,
34,
19,
24,
42,
31,
19,
24,
32,
20,
14,
10,
11,
11,
25,
21,
25,
26,
13,
15,
9,
28,
11,
17,
28,
32,
26,
43,
37,
20,
8,
13,
15,
24,
30,
23,
25,
31,
33,
18,
20,
25,
15,
22,
12,
15,
22,
17,
21,
25,
13,
13,
17,
18,
22,
16,
11,
14,
19,
10,
28,
21,
16,
14,
33,
19,
22,
17,
19,
17,
19,
29,
28,
16,
19,
29,
28,
10,
23,
18,
15,
13,
21,
19,
13,
18,
14,
20,
13,
23,
18,
15,
11,
32,
13,
21,
12,
10,
8,
13,
11,
23,
22,
28,
17,
27,
30,
15,
14,
30,
18,
17,
20,
19,
23,
23,
20,
24,
25,
21,
11,
24,
13,
10,
10,
17,
9,
22,
21,
18,
7,
25,
22,
24,
28,
8,
14,
13,
17,
18,
11,
21,
13,
11,
19,
12,
16,
18,
6,
22,
13,
19,
17,
24,
12,
21,
31,
19,
15,
19,
24,
24,
13,
9,
24,
15,
10,
85,
27,
83,
16,
23,
35,
15,
19,
17,
22,
25,
8,
19,
20,
17,
31,
18,
17,
15,
25,
17,
21
] |
[
18,
15,
15,
17,
17,
26,
29,
22,
31,
23,
7,
14,
21,
26,
15,
14,
27,
14,
23,
21,
154,
31,
18,
13,
16,
16,
19,
30,
26,
28,
12,
19,
18,
25,
19,
21,
40,
24,
8,
19,
31,
29,
26,
40,
19,
35,
29,
18,
24,
22,
23,
8,
18,
14,
16,
19,
21,
12,
15,
8,
28,
12,
34,
17,
24,
36,
16,
39,
36,
42,
19,
27,
37,
21,
31,
34,
40,
12,
18,
14,
25,
21,
105,
19,
12,
29,
21,
14,
18,
13,
18,
10,
18,
11,
31,
10
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 90.91%",
"予測される変化率: [カラム_0] 予測される変化率: -44.44%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.06倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 67個",
"最初のターニングポイント: [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: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 90.91%",
"Forecasted change rate: [column_0] Forecasted change rate: -44.44%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.06 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 67",
"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 downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 36 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 36.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
1,
2,
1,
0,
6,
6,
4,
7,
0,
6,
7,
1,
4,
2,
1,
2,
8,
2,
2,
1,
1,
4,
4,
1,
3,
5,
2,
5,
4,
1,
0,
1,
1,
2,
0,
0,
2,
3,
2,
1,
4,
3,
8,
2,
1,
2,
6,
1,
7,
0,
13,
1,
2,
9,
3,
3,
4,
0,
3,
1,
2,
3,
1,
1,
2,
2,
6,
10,
2,
3,
3,
2,
4,
3,
2,
1,
4,
3,
2,
0,
1,
0,
2,
3,
1,
3,
3,
2,
2,
3,
3,
4,
0,
2,
2,
5,
9,
2,
2,
3,
2,
3,
1,
2,
2,
1,
3,
4,
2,
3,
1,
11,
5,
2,
4,
0,
1,
1,
2,
3,
7,
4,
3,
1,
4,
2,
3,
1,
12,
0,
2,
5,
0,
1,
4,
1,
1,
1,
5,
1,
1,
2,
1,
3,
4,
0,
0,
2,
1,
2,
0,
1,
5,
3,
5,
1,
3,
1,
1,
1,
1,
1,
3,
0,
2,
2,
5,
0,
1,
0,
2,
1,
1,
1,
3,
2,
10,
2,
0,
2,
3,
3,
1,
0,
3,
4,
2,
0,
2,
2,
1,
0,
0,
1,
10,
1,
1,
1,
1,
1,
1,
2,
2,
3,
2,
1,
0,
2,
0,
1,
2,
3,
6,
5,
2,
3,
0,
3,
3,
1,
1,
1,
0,
1,
1,
0,
5,
4,
3,
1,
0,
4,
3,
0,
1,
2,
0,
2,
0,
2,
0,
1,
1,
3,
0,
0,
2,
5,
8,
1,
2,
5,
2,
1,
0,
3,
2,
3,
0,
4,
0,
0,
4,
0,
0,
2,
7,
2,
2,
2,
1,
1,
1,
2,
1,
6,
2,
2,
3,
7,
3,
4,
2,
3,
0,
1,
5,
5,
1,
5,
2,
2,
0,
1,
2,
2,
1,
1,
2,
1,
3,
2,
1,
1,
1,
0,
1,
3,
2,
6,
1,
7,
3,
7,
2,
2,
3,
1,
2,
1,
3,
0,
4,
1,
1,
4,
1,
3,
6,
3,
1,
1,
3,
2,
2,
1,
3,
1,
9,
3,
4,
0,
1,
1,
2,
2,
1,
1,
0,
3,
1,
1,
2,
0,
2,
1,
3,
1,
2,
5,
0,
0,
1,
3,
0,
4,
1,
0,
0,
3,
4,
0,
1,
3,
2,
1,
3,
0,
3,
1,
3,
3,
0,
3,
1,
1,
2,
2,
1,
1,
3,
3,
2,
5,
3,
0,
1,
6,
2,
2,
1,
2,
0,
4,
3,
3,
3,
6,
4,
1,
0,
1,
0,
2,
2,
5,
5,
2,
2,
1,
2,
1,
5,
2,
1,
0,
7,
2,
4,
5,
1,
2,
0,
2,
4,
3,
4,
0,
2,
5,
4,
10,
1,
4,
3,
1,
1,
3,
0,
2,
4,
2,
1,
2,
2,
0,
1,
3,
2,
2,
2,
0,
2,
2,
5,
1,
0,
3,
6,
4,
5,
7,
1,
2,
2,
0,
1,
3,
2,
1,
1,
2,
1,
4,
0,
4,
1,
2,
1,
1,
1,
3,
2,
2,
3,
7,
3,
0,
1,
4,
1,
1,
5,
1,
1,
1,
3,
1,
0,
2,
0
] |
[
2,
2,
2,
1,
2,
3,
1,
2,
4,
5,
1,
2,
6,
12,
4,
2,
4,
2,
2,
1,
3,
1,
1,
6,
1,
1,
1,
3,
3,
2,
3,
0,
2,
1,
1,
1,
3,
3,
2,
4,
3,
0,
1,
4,
5,
5,
1,
2,
1,
2,
1,
3,
0,
3,
1,
2,
1,
3,
4,
2,
1,
7,
1,
2,
0,
7,
0,
1,
1,
0,
2,
2,
7,
1,
2,
0,
1,
1,
1,
3,
1,
0,
2,
3,
3,
0,
7,
3,
3,
2,
5,
1,
2,
3,
1,
0
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -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0.88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4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.88 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 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 30 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 30.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 72."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
2,
1,
1,
1,
0,
1,
1,
2,
7,
6,
3,
5,
6,
2,
5,
2,
3,
1,
3,
3,
4,
0,
1,
0,
1,
4,
4,
3,
2,
2,
1,
0,
1,
0,
0,
4,
4,
4,
2,
2,
2,
0,
2,
1,
2,
1,
5,
2,
1,
2,
0,
3,
0,
1,
2,
0,
5,
2,
0,
1,
3,
0,
3,
1,
4,
0,
0,
0,
0,
2,
1,
2,
1,
4,
1,
1,
0,
1,
2,
2,
0,
1,
0,
1,
1,
4,
1,
1,
2,
0,
4,
2,
1,
1,
2,
0,
2,
1,
0,
1,
1,
0,
0,
2,
0,
1,
1,
2,
1,
1,
2,
1,
2,
0,
0,
1,
2,
1,
2,
3,
1,
1,
0,
2,
3,
0,
1,
2,
4,
1,
1,
2,
0,
0,
1,
3,
0,
1,
3,
0,
0,
1,
0,
1,
3,
0,
3,
3,
4,
3,
0,
2,
5,
0,
2,
1,
2,
3,
1,
2,
4,
1,
1,
2,
1,
1,
0,
0,
1,
3,
1,
0,
4,
0,
4,
2,
1,
2,
1,
0,
0,
1,
1,
2,
4,
1,
1,
3,
0,
0,
1,
1,
1,
4,
1,
3,
0,
0,
2,
1,
0,
2,
1,
0,
3,
0,
1,
3,
4,
2,
4,
1,
1,
1,
2,
0,
2,
0,
1,
2,
4,
1,
2,
3,
1,
3,
2,
3,
3,
3,
3,
6,
3,
1,
3,
2,
4,
0,
0,
1,
6,
5,
2,
1,
2,
1,
3,
2,
2,
2,
2,
3,
5,
0,
0,
4,
2,
2,
2,
5,
4,
3,
2,
2,
4,
9,
14,
6,
11,
9,
4,
5,
9,
5,
3,
13,
11,
5,
9,
5,
11,
8,
5,
7,
8,
4,
3,
1,
6,
3,
3,
3,
3,
2,
6,
3,
6,
5,
2,
3,
3,
1,
4,
4,
4,
3,
2,
4,
2,
2,
2,
5,
2,
4,
3,
6,
2,
2,
3,
2,
4,
5,
2,
3,
3,
0,
3,
7,
1,
0,
3,
1,
4,
2,
0,
6,
2,
4,
2,
2,
0,
2,
3,
1,
2,
5,
3,
3,
5,
2,
1,
3,
3,
1,
3,
1,
4,
1,
1,
1,
4,
1,
3,
2,
147,
45,
65,
53,
39,
48,
49,
55,
47,
49,
47,
45,
38,
34,
27,
48,
50,
44,
28,
49,
28,
45,
66,
40,
37,
28,
239,
643,
439,
565,
596,
1203,
989,
630,
438,
291,
264,
358,
316,
332,
298,
257,
249,
231,
252,
152,
120,
130,
89,
119,
111,
81,
88,
114,
181,
246,
218,
164,
219,
203,
247,
111,
320,
796,
550,
338,
443,
490,
339,
291,
363,
169,
257,
204,
240,
156,
217,
299,
224,
188,
128,
114,
233,
220,
131,
145,
105,
141,
142,
110,
171,
144,
143,
125,
198,
121,
165,
391,
309,
521,
893,
830,
664,
470,
665,
560,
574,
468,
314,
367,
251,
311,
399,
544,
463,
670,
878,
917,
631,
988,
915,
836,
678,
704,
839,
728,
699,
698,
986,
990,
1087,
927,
1067,
1144,
1088,
1534,
1673,
1781,
2472,
2457,
2190,
2608,
3498,
3091,
3354
] |
[
4397,
5945,
6061,
5084,
5167,
4692,
4561,
4480,
4334,
4700,
5390,
4645,
3576,
3652,
3666,
4053,
4415,
3836,
2635,
2900,
1754,
2676,
2877,
2874,
2755,
2942,
2463,
2111,
2131,
1772,
1916,
2011,
1882,
1588,
1502,
1462,
1580,
1335,
1640,
1580,
1327,
959,
1020,
1135,
1099,
1185,
1262,
985,
770,
641,
741,
844,
783,
577,
676,
796,
1626,
1955,
2143,
1905,
1479,
1735,
1977,
1420,
1496,
1608,
1437,
1844,
1883,
1758,
1414,
1422,
1343,
1308,
1068,
1247,
2493,
2499,
2904,
3489,
3282,
2632,
2027,
1875,
2063,
1954,
2649,
2910,
2020,
1628,
1674,
1779,
1933,
2843,
3208,
6021
] |
[
"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: 167600.00%",
"予測される変化率: [カラム_0] 予測される変化率: 36.93%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.11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: 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3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 167600.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 36.93%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.11 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 44",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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] 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 60.",
"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,
12,
5,
3,
5,
10,
5,
13,
9,
4,
4,
2,
3,
7,
11,
11,
2,
7,
14,
2,
4,
5,
4,
2,
9,
5,
2,
3,
6,
3,
3,
6,
7,
4,
2,
3,
6,
2,
1,
3,
5,
2,
3,
3,
1,
3,
8,
4,
2,
3,
3,
7,
1,
6,
5,
7,
3,
4,
3,
13,
0,
5,
5,
6,
3,
14,
5,
2,
3,
2,
3,
0,
3,
8,
7,
6,
14,
11,
12,
3,
6,
8,
9,
12,
6,
12,
4,
7,
9,
6,
6,
8,
10,
8,
8,
8,
5,
3,
7,
17,
10,
5,
10,
6,
11,
10,
10,
8,
3,
4,
3,
7,
7,
9,
5,
6,
4,
3,
10,
3,
5,
6,
8,
6,
4,
10,
37,
6,
8,
3,
26,
12,
4,
5,
4,
29,
24,
7,
9,
9,
5,
13,
4,
9,
2,
25,
69,
32,
9,
7,
15,
4,
5,
7,
9,
9,
6,
7,
5,
3,
5,
10,
6,
2,
6,
8,
5,
9,
12,
39,
10,
7,
8,
3,
7,
4,
8,
5,
6,
5,
9,
7,
7,
9,
9,
9,
7,
84,
16,
7,
9,
9,
14,
6,
11,
7,
9,
12,
7,
13,
4,
8,
5,
9,
5,
9,
10,
7,
7,
8,
4,
10,
16,
15,
5,
9,
31,
23,
8,
11,
7,
25,
6,
5,
51,
11,
6,
11,
4,
4,
12,
11,
19,
10,
12,
8,
13,
8,
11,
10,
18,
19,
9,
14,
10,
8,
13,
5,
10,
11,
9,
15,
14,
8,
5,
21,
14,
7,
7,
1,
9,
7,
12,
9,
10,
8,
10,
29,
6,
8,
10,
7,
10,
6,
30,
9,
13,
14,
11,
8,
9,
55,
5,
12,
7,
7,
10,
12,
4,
12,
5,
9,
11,
14,
9,
9,
8,
7,
9,
8,
10,
10,
2,
10,
3,
6,
7,
0,
13,
6,
5,
9,
7,
10,
7,
2,
10,
10,
8,
3,
4,
4,
13,
3,
7,
4,
13,
8,
6,
4,
9,
3,
8,
6,
7,
9,
7,
6,
10,
9,
11,
10,
54,
7,
17,
9,
19,
23,
19,
17,
16,
10,
24,
20,
7,
55,
26,
10,
5,
3,
12,
7,
11,
44,
9,
27,
19,
20,
7,
7,
11,
17,
8,
6,
19,
20,
8,
6,
16,
16,
21,
18,
20,
16,
28,
7,
6,
5,
8,
14,
12,
8,
25,
9,
10,
8,
2,
5,
61,
6,
5,
9,
4,
6,
6,
4,
5,
3,
10,
5,
9,
6,
7,
8,
5,
11,
6,
3,
4,
4,
5,
5,
11,
11,
21,
6,
4,
6,
3,
4,
7,
12,
16,
6,
11,
7,
6,
9,
5,
12,
15,
10,
20,
11,
13,
16,
10,
28,
15,
8,
7,
18,
10,
6,
8,
8,
3,
35,
14,
10,
11,
6,
154,
7,
21,
8,
6,
7,
21,
8,
27,
30,
18,
30,
30,
26,
12,
13,
13,
10,
16,
24,
7,
5,
9,
5,
16,
28,
7,
155,
92,
98,
90,
35,
37,
31,
70,
33,
78,
7,
14,
87,
32,
42,
37,
13,
6,
17,
55,
3,
3,
17
] |
[
10,
10,
12,
9,
44,
4,
5,
33,
19,
32,
14,
17,
8,
10,
9,
6,
5,
5,
6,
8,
9,
11,
12,
20,
74,
10,
14,
17,
16,
12,
19,
18,
11,
28,
6,
16,
8,
3,
23,
9,
45,
25,
55,
33,
45,
106,
49,
111,
6,
14,
5,
6,
4,
6,
1,
6,
9,
8,
8,
17,
7,
5,
3,
6,
4,
3,
1,
14,
7,
7,
9,
2,
10,
92,
28,
5,
10,
5,
4,
4,
7,
6,
6,
55,
5,
10,
9,
4,
31,
7,
3,
36,
37,
8,
8,
6
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 41.67%",
"予測される変化率: [カラム_0] 予測される変化率: -40.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.29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: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 41.67%",
"Forecasted change rate: [column_0] Forecasted change rate: -40.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.29 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 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 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 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 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 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
118,
106,
86,
90,
88,
110,
118,
110,
120,
83,
94,
114,
108,
68,
87,
107,
96,
89,
106,
86,
81,
115,
79,
99,
77,
68,
78,
88,
91,
101,
61,
77,
134,
125,
107,
136,
127,
129,
108,
132,
155,
145,
95,
168,
122,
115,
121,
129,
154,
120,
107,
83,
153,
75,
102,
128,
119,
107,
101,
120,
83,
115,
90,
170,
95,
81,
67,
152,
111,
115,
128,
130,
93,
104,
94,
124,
278,
115,
219,
237,
104,
115,
107,
141,
148,
129,
128,
98,
128,
200,
221,
241,
155,
196,
142,
133,
168,
145,
152,
133,
134,
107,
148,
116,
145,
126,
139,
225,
172,
281,
190,
171,
143,
132,
149,
228,
217,
170,
306,
257,
456,
685,
202,
196,
329,
4722,
1408,
226,
202,
145,
136,
150,
137,
211,
129,
179,
143,
133,
80,
146,
105,
149,
98,
261,
564,
256,
181,
308,
1582,
973,
1430,
1652,
1763,
340,
249,
430,
246,
142,
105,
126,
115,
127,
94,
126,
126,
133,
106,
125,
106,
82,
98,
81,
102,
71,
72,
155,
133,
115,
88,
77,
91,
107,
93,
84,
66,
71,
75,
81,
102,
118,
98,
125,
96,
80,
118,
179,
185,
96,
69,
110,
76,
100,
110,
125,
84,
125,
193,
88,
75,
95,
93,
111,
78,
92,
86,
127,
161,
180,
144,
168,
162,
130,
104,
131,
150,
133,
210,
154,
133,
320,
179,
113,
98,
161,
214,
95,
108,
122,
117,
88,
147,
363,
110,
82,
242,
154,
104,
90,
102,
115,
113,
99,
96,
74,
91,
58,
105,
65,
65,
83,
84,
153,
98,
94,
94,
85,
107,
74,
140,
97,
70,
375,
105,
127,
73,
128,
160,
98,
129,
114,
94,
295,
131,
115,
103,
95,
90,
101,
80,
94,
120,
67,
99,
193,
256,
164,
101,
146,
208,
93,
107,
144,
89,
99,
101,
118,
110,
199,
210,
126,
108,
112,
128,
85,
86,
125,
99,
131,
100,
83,
94,
98,
86,
93,
65,
84,
73,
88,
120,
116,
100,
91,
78,
98,
92,
95,
84,
89,
88,
116,
118,
167,
117,
107,
105,
105,
98,
105,
85,
122,
109,
97,
146,
101,
194,
134,
106,
104,
125,
95,
132,
116,
112,
155,
107,
81,
117,
87,
127,
120,
95,
120,
82,
109,
148,
151,
154,
131,
99,
107,
108,
103,
103,
96,
92,
83,
96,
106,
124,
87,
73,
86,
126,
160,
121,
125,
98,
77,
139,
83,
87,
111,
78,
95,
118,
86,
130,
92,
69,
83,
100,
108,
101,
126,
96,
118,
95,
88,
76,
126,
99,
199,
120,
83,
104,
160,
150,
113,
92,
99,
68,
84,
98,
111,
103,
91,
118,
138,
86,
86,
118,
106,
126,
135,
97,
96,
127,
145,
278,
492,
215,
151,
143,
421,
437,
1073,
785,
1054,
306,
226,
314,
148,
128,
145,
105,
107,
86,
127,
175,
254,
310,
227,
188,
694,
911,
426,
272,
173,
186,
423,
282,
230,
607,
596,
470,
478,
804,
735,
44485,
2020,
653,
270,
248,
274,
762,
343,
182,
115,
118,
119,
212,
176,
182,
217,
139,
134,
153,
148,
138,
151,
156,
164
] |
[
170,
168,
148,
119,
182,
154,
155,
152,
140,
107,
133,
149,
131,
106,
90,
95,
79,
87,
131,
86,
132,
57,
85,
86,
115,
130,
310,
246,
258,
242,
129,
90,
135,
120,
84,
97,
153,
132,
91,
94,
112,
156,
114,
142,
129,
118,
154,
131,
116,
129,
98,
132,
99,
129,
121,
97,
102,
138,
85,
89,
122,
91,
78,
91,
89,
204,
231,
185,
169,
108,
93,
101,
117,
102,
105,
153,
86,
94,
94,
111,
145,
86,
118,
103,
131,
88,
121,
158,
104,
140,
176,
132,
78,
91,
66,
103
] |
[
"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: 38.98%",
"予測される変化率: [カラム_0] 予測される変化率: -39.41%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.45倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 38.98%",
"Forecasted change rate: [column_0] Forecasted change rate: -39.41%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.45 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 46 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 46 では、デー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 46.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 46."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
650,
529,
687,
897,
914,
728,
783,
664,
820,
901,
1678,
1718,
769,
938,
635,
1275,
760,
1837,
1072,
1146,
1062,
2106,
705,
656,
688,
624,
576,
677,
1663,
777,
861,
1060,
896,
886,
1111,
978,
934,
899,
856,
939,
760,
835,
849,
910,
964,
952,
1198,
1028,
877,
758,
1414,
2624,
1004,
1275,
758,
864,
771,
675,
719,
804,
808,
868,
836,
682,
698,
842,
1170,
1114,
819,
814,
876,
742,
796,
889,
840,
588,
875,
810,
684,
578,
782,
668,
732,
910,
2136,
734,
793,
1304,
924,
656,
814,
658,
658,
672,
1089,
978,
720,
530,
653,
877,
1215,
965,
1110,
1751,
1142,
1004,
1143,
1116,
1012,
1128,
622,
2026,
902,
659,
780,
989,
1899,
807,
665,
649,
707,
991,
1081,
1039,
749,
881,
624,
650,
886,
1084,
989,
843,
626,
682,
623,
1279,
1106,
950,
784,
772,
618,
602,
7719,
2722,
1488,
1204,
824,
1127,
1235,
2140,
1699,
889,
658,
672,
2499,
1181,
1008,
1025,
1338,
942,
727,
685,
839,
824,
1458,
1182,
789,
1130,
2548,
1656,
1320,
2330,
1488,
924,
1090,
1085,
970,
976,
1763,
1667,
1188,
1404,
1085,
1696,
1574,
1709,
2377,
1743,
1478,
1042,
980,
1389,
1994,
1830,
1599,
1091,
866,
919,
4059,
1387,
1222,
727,
973,
871,
947,
1078,
1554,
1742,
782,
833,
1601,
959,
1064,
1393,
1287,
658,
844,
625,
648,
845,
1253,
1095,
738,
980,
770,
1037,
1412,
3325,
1645,
967,
1132,
1059,
913,
1322,
2517,
4120,
1607,
1273,
1031,
1021,
948,
1295,
1229,
706,
821,
760,
750,
925,
2187,
1107,
901,
1138,
836,
720,
851,
1093,
1123,
827,
930,
854,
845,
848,
857,
1108,
843,
687,
679,
718,
773,
862,
967,
4266,
1015,
784,
879,
1962,
1635,
1458,
985,
1107,
795,
999,
974,
928,
1080,
747,
825,
698,
630,
547,
728,
904,
649,
858,
592,
625,
577,
787,
1140,
629,
620,
624,
563,
801,
697,
955,
689,
858,
808,
800,
821,
1115,
999,
685,
972,
692,
721,
655,
2171,
951,
2442,
7628,
1147,
930,
914,
1157,
1174,
768,
805,
864,
834,
773,
1004,
820,
615,
590,
546,
622,
776,
1106,
1229,
941,
980,
784,
725,
883,
1171,
909,
696,
778,
670,
833,
887,
766,
882,
665,
764,
720,
676,
546,
795,
702,
538,
681,
636,
556,
563,
1134,
1308,
884,
777,
802,
852,
1176,
1081,
949,
1611,
1553,
906,
1200,
695,
911,
800,
2269,
1038,
773,
734,
757,
868,
946,
577,
660,
579,
648,
2160,
1186,
780,
596,
664,
598,
714,
828,
713,
676,
567,
1378,
1012,
730,
718,
896,
951,
848,
812,
676,
653,
665,
735,
757,
753,
682,
629,
637,
903,
916,
860,
713,
833,
649,
1057,
1723,
1024,
1783,
1523,
1364,
773,
772,
791,
1060,
889,
721,
753,
597,
654,
647,
954,
915,
2316,
1095,
2660,
1566,
915,
2871,
1166,
1069,
863,
694,
765,
1202,
1161,
2160,
1930,
1289,
1251,
1389,
2936,
4106,
2549,
2775,
2029,
2046,
1613,
1364,
1509,
1411,
1089,
1020,
2764,
1335,
1148,
1390,
1391,
2606,
4036,
3086,
3259,
3499,
3662,
2099,
2025,
2416,
3207,
4616,
2203,
3446,
2349,
2353,
3443,
4061,
3354,
3773,
4066,
2083,
2110,
2093,
1829,
1774,
1613,
2101,
2323,
1099,
1370,
1793
] |
[
1401,
1666,
2027,
1612,
1430,
1790,
1394,
1534,
1812,
1611,
1338,
1398,
1757,
3553,
2146,
1373,
2084,
1367,
1163,
1301,
36556,
4582,
2499,
12344,
2973,
2153,
1613,
1307,
1218,
1529,
1684,
1444,
1254,
1168,
2758,
1793,
1946,
2516,
1978,
2868,
2657,
2424,
1645,
1706,
2649,
2462,
1788,
1397,
1441,
1793,
1734,
2115,
1571,
1522,
1426,
1272,
1344,
1419,
1641,
1237,
956,
1223,
995,
1189,
1148,
1361,
1711,
1356,
2525,
1569,
1791,
2526,
3585,
3430,
2054,
1296,
2845,
2072,
2390,
4051,
3079,
2396,
2205,
2111,
1887,
2962,
9469,
3038,
2328,
1841,
1657,
1392,
1409,
2182,
1447,
1327
] |
[
"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: 175.85%",
"予測される変化率: [カラム_0] 予測される変化率: -5.28%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.25倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 175.85%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.28%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.25 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 24.",
"Autocorrelation: [column_0] The autocorrelation is 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 |
[
2490,
977,
664,
2747,
2070,
1265,
658,
505,
394,
342,
386,
350,
314,
267,
282,
273,
268,
362,
370,
286,
265,
371,
445,
404,
319,
347,
515,
595,
477,
286,
242,
278,
420,
347,
369,
390,
235,
214,
198,
312,
189,
248,
198,
191,
186,
166,
256,
451,
188,
191,
168,
222,
179,
181,
340,
335,
348,
250,
209,
182,
281,
217,
317,
359,
378,
336,
301,
415,
722,
628,
407,
604,
828,
2672,
1374,
843,
653,
677,
652,
1698,
2374,
1592,
975,
1216,
915,
950,
1298,
1140,
11500,
8845,
5261,
2716,
2453,
1764,
1866,
1744,
1314,
1319,
1073,
903,
819,
839,
1618,
3347,
4448,
2223,
1919,
2107,
1908,
23795,
14705,
6770,
3999,
2579,
2229,
2519,
2901,
3297,
2497,
2607,
2599,
4349,
4136,
3671,
8244,
4407,
2921,
2357,
2378,
9667,
7405,
3066,
2479,
1969,
1875,
1444,
2144,
1268,
1274,
3228,
1701,
1816,
1907,
10332,
6718,
2939,
18511,
11036,
6176,
5854,
5937,
4941,
7405,
5979,
4632,
6174,
4839,
5274,
5371,
44953,
25486,
11269,
7566,
6382,
5720,
5912,
12198,
8875,
7205,
6261,
7219,
9359,
26221,
10641,
3459,
3551,
2313,
1924,
1404,
1242,
2030,
1355,
901,
866,
847,
821,
881,
841,
702,
560,
913,
938,
789,
1046,
882,
763,
2178,
1919,
1153,
913,
1002,
1067,
1090,
1211,
1984,
1758,
1577,
1521,
1352,
1435,
1077,
1042,
648,
888,
889,
1630,
3279,
2179,
3284,
1776,
1497,
1406,
1184,
921,
675,
1358,
823,
723,
716,
576,
615,
1505,
844,
535,
738,
621,
911,
1922,
3134,
1868,
1448,
3108,
1335,
1314,
2178,
6620,
3199,
3452,
3060,
2232,
2043,
1804,
1234,
919,
683,
680,
764,
715,
552,
610,
682,
530,
443,
464,
638,
680,
401,
383,
307,
418,
398,
450,
792,
1266,
829,
712,
656,
549,
865,
686,
1470,
1195,
1065,
827,
680,
718,
627,
481,
405,
541,
437,
405,
429,
407,
379,
562,
428,
496,
444,
466,
829,
890,
752,
546,
495,
586,
669,
595,
481,
660,
599,
573,
511,
637,
661,
473,
526,
374,
619,
475,
458,
572,
524,
703,
956,
2146,
901,
924,
3940,
3052,
1952,
1288,
1015,
1164,
2052,
1441,
4697,
1588,
916,
1160,
2980,
2240,
10058,
3251,
2276,
1605,
1610,
1592,
12624,
11116,
4119,
3236,
2001,
2300,
1997,
2679,
2219,
1644,
1740,
2007,
2827,
9746,
3756,
1648,
1143,
862,
580,
591,
494,
506,
415,
343,
456,
380,
362,
418,
427,
899,
1028,
573,
384,
314,
282,
524,
779,
833,
518,
626,
378,
352,
506,
333,
514,
911,
512,
447,
503,
450,
461,
1086,
601,
439,
345,
321,
338,
1329,
1671,
899,
447,
881,
807,
447,
361,
460,
976,
603,
375,
295,
351,
385,
402,
446,
745,
326,
1772,
1093,
1254,
3370,
894,
1483,
1495,
1053,
774,
666,
599,
588,
544,
1092,
673,
745,
707,
402,
381,
367,
417,
423,
397,
370,
416,
469,
394,
317,
411,
502,
463,
477,
570,
398,
660,
541,
480,
401,
388,
305,
277,
208,
261,
270,
272,
584,
394,
203,
209,
230,
283,
308,
300,
281,
284,
241,
341,
409,
548,
481,
2076,
916,
2128,
1372,
799,
522,
517,
639,
512,
656,
4008,
382,
467,
646,
530,
366,
257,
351,
428,
595,
306,
369,
296,
450,
286,
292,
265,
348
] |
[
281,
261,
243,
234,
295,
293,
272,
292,
213,
176,
234,
330,
322,
161,
304,
211,
125,
177,
161,
178,
332,
224,
239,
853,
344,
361,
247,
191,
141,
124,
143,
159,
163,
185,
194,
181,
216,
232,
219,
191,
217,
193,
184,
122,
164,
167,
230,
281,
247,
193,
205,
169,
244,
198,
387,
355,
347,
288,
219,
363,
451,
278,
278,
372,
165,
408,
507,
450,
293,
284,
263,
233,
995,
956,
922,
474,
483,
340,
355,
313,
435,
290,
273,
283,
495,
291,
319,
199,
259,
273,
680,
433,
259,
337,
281,
296
] |
[
"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: -86.02%",
"予測される変化率: [カラム_0] 予測される変化率: 5.34%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.03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: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -86.02%",
"Forecasted change rate: [column_0] Forecasted change rate: 5.34%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.03 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 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
[
33,
29,
20,
33,
23,
33,
42,
25,
35,
53,
21,
17,
22,
22,
21,
39,
21,
25,
47,
38,
27,
33,
46,
15,
26,
16,
38,
28,
31,
19,
79,
46,
27,
20,
20,
27,
12,
22,
47,
17,
17,
61,
13,
15,
34,
21,
81,
28,
86,
85,
16,
27,
21,
17,
35,
26,
20,
25,
29,
16,
20,
18,
24,
27,
41,
23,
22,
20,
31,
23,
25,
17,
34,
22,
16,
19,
26,
21,
23,
38,
43,
24,
21,
24,
25,
19,
32,
28,
25,
17,
27,
34,
25,
29,
29,
17,
20,
25,
26,
26,
29,
22,
23,
28,
21,
35,
23,
25,
23,
17,
25,
32,
18,
34,
60,
24,
33,
33,
24,
19,
26,
24,
19,
35,
26,
23,
38,
33,
33,
21,
32,
45,
33,
27,
21,
21,
22,
25,
30,
38,
25,
20,
35,
22,
42,
24,
30,
18,
32,
25,
22,
31,
24,
42,
26,
41,
41,
16,
21,
28,
22,
36,
21,
31,
29,
30,
27,
31,
49,
44,
43,
26,
20,
32,
23,
43,
24,
21,
17,
34,
36,
40,
40,
23,
36,
104,
105,
112,
117,
112,
116,
126,
115,
124,
131,
149,
245,
143,
120,
75,
139,
164,
177,
161,
202,
187,
166,
125,
388,
351,
461,
1418,
27187,
397,
203,
428,
213,
77,
70,
72,
27,
50,
68,
50,
48,
48,
38,
59,
47,
33,
33,
26,
139,
35,
32,
36,
50,
33,
24,
31,
28,
24,
25,
50,
22,
47,
29,
27,
28,
56,
32,
44,
30,
37,
33,
27,
31,
20,
33,
30,
20,
30,
41,
34,
33,
19,
27,
42,
21,
29,
44,
26,
44,
35,
48,
33,
33,
35,
62,
54,
27,
29,
43,
43,
34,
38,
18,
17,
40,
25,
22,
30,
43,
15,
26,
75,
21,
18,
20,
37,
16,
31,
31,
25,
19,
21,
28,
26,
24,
28,
36,
21,
22,
24,
28,
33,
46,
25,
26,
26,
24,
22,
28,
40,
30,
22,
26,
28,
18,
29,
21,
24,
27,
29,
30,
25,
22,
28,
20,
21,
26,
16,
29,
26,
24,
28,
20,
22,
13,
20,
16,
19,
28,
29,
19,
56,
24,
14,
21,
27,
24,
10,
22,
25,
23,
19,
26,
18,
24,
13,
18,
18,
25,
18,
26,
18,
32,
23,
28,
27,
26,
22,
26,
43,
19,
14,
14,
15,
22,
22,
23,
26,
16,
15,
21,
18,
20,
36,
21,
23,
34,
16,
15,
12,
16,
21,
14,
27,
30,
15,
12,
24,
44,
17,
25,
23,
32,
21,
23,
16,
17,
22,
30,
19,
18,
30,
29,
19,
21,
25,
13,
24,
21,
46,
26,
14,
23,
20,
20,
15,
23,
16,
21,
13,
25,
28,
17,
20,
16,
29,
22,
16,
19,
20,
23,
42,
26,
26,
16,
35,
51,
28,
36,
15,
24,
25,
21,
27,
19,
27,
24,
20,
20,
19,
19,
18,
35,
30,
28,
28,
22,
20,
15,
32,
13,
23,
17,
24,
21,
17,
27,
20,
31,
18,
19,
30,
33,
17,
22,
24,
15,
21,
13,
21,
23,
15,
19,
18,
31,
10,
21,
24
] |
[
10,
27,
16,
16,
30,
34,
37,
29,
103,
27,
11,
27,
26,
19,
31,
26,
24,
28,
25,
30,
26,
37,
22,
21,
23,
45,
23,
38,
24,
13,
25,
22,
22,
38,
36,
41,
26,
37,
25,
34,
55,
54,
76,
43,
50,
56,
47,
70,
47,
45,
48,
32,
56,
73,
74,
127,
68,
66,
51,
56,
143,
157,
214,
448,
658,
700,
8554,
2092,
506,
216,
110,
57,
43,
31,
100,
41,
35,
61,
35,
25,
44,
52,
23,
25,
37,
79,
45,
30,
33,
32,
53,
214,
30,
28,
33,
26
] |
[
"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: -27.27%",
"予測される変化率: [カラム_0] 予測される変化率: 160.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の10.83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: 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: -27.27%",
"Forecasted change rate: [column_0] Forecasted change rate: 160.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 10.83 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 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 84.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
7,
5,
8,
8,
11,
8,
1,
8,
3,
6,
7,
0,
8,
21,
18,
11,
12,
21,
17,
12,
17,
8,
8,
23,
16,
3,
9,
9,
17,
4,
6,
16,
6,
21,
28,
11,
6,
10,
3,
8,
7,
12,
7,
10,
4,
4,
9,
7,
2,
6,
2,
13,
4,
3,
8,
7,
5,
5,
7,
3,
19,
23,
14,
13,
5,
17,
52,
4,
10,
5,
6,
3,
4,
6,
11,
13,
13,
221,
234,
205,
300,
292,
403,
390,
373,
297,
279,
340,
394,
242,
224,
221,
201,
322,
473,
777,
539,
402,
384,
311,
312,
467,
747,
700,
414,
331,
296,
245,
420,
543,
467,
361,
320,
215,
237,
347,
604,
484,
356,
331,
222,
271,
299,
487,
531,
488,
317,
249,
243,
363,
648,
397,
356,
290,
244,
346,
451,
549,
549,
402,
356,
262,
253,
393,
721,
691,
352,
296,
449,
235,
304,
441,
364,
271,
314,
250,
244,
376,
492,
373,
344,
298,
239,
272,
405,
701,
487,
341,
315,
312,
231,
352,
546,
390,
435,
475,
288,
235,
375,
578,
493,
362,
362,
247,
309,
340,
345,
329,
338,
268,
273,
229,
337,
647,
697,
348,
295,
253,
281,
316,
489,
568,
371,
315,
301,
289,
374,
706,
518,
363,
379,
282,
301,
366,
489,
425,
349,
338,
301,
292,
404,
599,
414,
339,
329,
400,
315,
435,
583,
496,
361,
340,
317,
341,
432,
628,
468,
388,
394,
287,
318,
414,
502,
359,
287,
303,
317,
312,
394,
556,
522,
369,
342,
334,
338,
408,
485,
383,
356,
386,
281,
303,
365,
556,
574,
400,
333,
432,
336,
481,
689,
681,
507,
443,
414,
478,
488,
489,
379,
381,
394,
358,
288,
367,
328,
240,
266,
193,
172,
216,
238,
279,
191,
201,
219,
157,
239,
316,
296,
169,
161,
173,
156,
272,
401,
307,
216,
340,
292,
361,
213,
373,
338,
216,
240,
203,
186,
240,
378,
293,
199,
174,
204,
190,
216,
320,
297,
190,
202,
210,
174,
205,
343,
283,
218,
173,
184,
178,
167,
304,
324,
184,
198,
165,
194,
174,
271,
268,
234,
156,
170,
185,
162,
264,
269,
142,
174,
181,
168,
164,
284,
231,
213,
171,
143,
146,
177,
254,
258,
164,
212,
159,
160,
213,
259,
220,
155,
256,
146,
167,
165,
309,
262,
314,
174,
152,
178,
171,
199,
249,
208,
199,
184,
195,
194,
215,
162,
269,
226,
188,
183,
256,
208,
341,
251,
230,
238,
259,
228,
166,
211,
218,
221,
213,
199,
292,
216,
203,
190,
151,
200,
158,
189,
259,
190,
298,
180,
432,
175,
294,
344,
352,
336,
492,
321,
157,
256,
224,
367,
330,
137,
264,
117,
187,
262,
250,
205,
233,
234,
249,
148,
482,
348,
211,
218,
618,
193,
185,
277,
280,
201,
292,
286,
231,
439,
777,
645,
495,
4743,
926,
452,
453,
736,
681,
349,
384,
315,
281,
363,
611,
605,
428,
337,
295,
286,
429,
572,
547,
376,
324,
323,
343,
365,
644,
539,
345,
337,
262,
262,
495,
704,
587,
457,
402,
383,
280,
394,
600,
523,
298,
237,
347
] |
[
242,
302,
728,
548,
346,
250,
291,
345,
456,
879,
767,
427,
349,
301,
319,
485,
812,
727,
456,
349,
262,
301,
343,
497,
474,
336,
243,
255,
255,
373,
241,
258,
292,
258,
231,
595,
546,
253,
230,
269,
322,
287,
360,
302,
494,
428,
513,
243,
224,
232,
222,
351,
356,
258,
271,
263,
210,
260,
287,
223,
188,
254,
209,
172,
213,
289,
248,
188,
196,
206,
255,
259,
266,
327,
291,
225,
194,
186,
190,
296,
221,
214,
177,
200,
271,
199,
313,
252,
204,
190,
166,
237,
233,
213,
225,
200
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 4857.14%",
"予測される変化率: [カラム_0] 予測される変化率: -17.36%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.84倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 46個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 4857.14%",
"Forecasted change rate: [column_0] Forecasted change rate: -17.36%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.84 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 46",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 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 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 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
47,
36,
44,
22,
27,
14,
19,
34,
38,
23,
11,
17,
15,
68,
39,
31,
20,
10,
22,
25,
19,
16,
8,
7,
15,
8,
19,
26,
37,
14,
15,
8,
20,
17,
27,
31,
7,
9,
10,
9,
6,
20,
16,
5,
24,
8,
16,
36,
14,
36,
11,
20,
11,
8,
40,
21,
28,
34,
12,
13,
21,
8,
23,
31,
13,
9,
16,
21,
17,
17,
47,
8,
19,
10,
11,
17,
23,
22,
21,
16,
22,
15,
16,
72,
16,
22,
16,
18,
19,
13,
31,
30,
17,
15,
16,
43,
24,
30,
17,
13,
22,
31,
18,
16,
24,
13,
19,
17,
16,
14,
19,
20,
26,
28,
25,
18,
14,
34,
26,
117,
22,
19,
29,
25,
50,
20,
17,
22,
26,
44,
17,
17,
23,
29,
41,
33,
15,
25,
36,
56,
45,
30,
39,
55,
28,
34,
16,
148,
53,
25,
34,
38,
30,
29,
53,
24,
63,
42,
38,
28,
40,
109,
86,
90,
79,
49,
37,
39,
41,
22,
46,
49,
55,
32,
42,
48,
44,
28,
37,
42,
28,
47,
53,
154,
507,
216,
166,
121,
124,
79,
63,
23,
20,
36,
57,
48,
29,
27,
21,
31,
19,
21,
15,
21,
25,
27,
70,
43,
26,
25,
49,
27,
42,
32,
41,
28,
24,
71,
29,
62,
40,
28,
25,
46,
39,
32,
27,
22,
46,
48,
93,
44,
26,
78,
60,
33,
38,
35,
21,
36,
34,
21,
47,
31,
29,
31,
30,
55,
36,
23,
27,
78,
21,
19,
25,
20,
22,
24,
61,
12,
15,
20,
27,
55,
37,
20,
27,
25,
20,
22,
28,
38,
45,
91,
30,
30,
46,
59,
42,
69,
103,
35,
32,
41,
32,
44,
30,
33,
28,
22,
23,
24,
27,
20,
37,
28,
32,
41,
43,
35,
22,
21,
26,
20,
22,
16,
32,
36,
18,
22,
38,
46,
36,
25,
24,
33,
15,
19,
36,
28,
63,
59,
24,
22,
30,
25,
27,
26,
23,
19,
21,
15,
34,
14,
30,
27,
54,
44,
24,
66,
25,
43,
45,
32,
40,
55,
20,
27,
19,
29,
58,
18,
17,
24,
68,
23,
34,
21,
24,
59,
28,
96,
27,
27,
25,
23,
26,
22,
25,
23,
20,
24,
28,
19,
26,
67,
28,
49,
37,
48,
35,
30,
41,
44,
29,
27,
53,
36,
29,
94,
45,
29,
23,
33,
28,
53,
74,
37,
56,
30,
45,
36,
25,
15,
31,
13,
41,
21,
24,
62,
23,
35,
22,
11,
28,
22,
20,
47,
32,
39,
40,
35,
23,
51,
36,
31,
16,
18,
60,
34,
39,
30,
58,
30,
32,
17,
26,
32,
29,
11,
62,
44,
15,
26,
44,
22,
35,
38,
18,
30,
33,
56,
26,
32,
22,
35,
16,
40,
36,
23,
29,
24,
34,
20,
19,
33,
31,
52,
25,
18,
30,
26,
29,
28,
35,
35,
13,
25,
35,
37,
17,
42,
34,
27,
18,
21,
50,
32,
17,
28,
26,
69,
31,
34,
16,
40,
22,
26,
25,
17,
53,
24,
28,
26,
72,
26,
25,
40,
27,
26,
168,
52
] |
[
26,
20,
23,
36,
55,
31,
40,
30,
22,
24,
28,
31,
43,
24,
14,
44,
22,
18,
36,
22,
33,
40,
26,
27,
23,
34,
18,
59,
29,
20,
67,
18,
69,
19,
60,
28,
26,
37,
65,
24,
29,
33,
17,
13,
10,
52,
56,
47,
23,
18,
17,
20,
66,
122,
48,
43,
21,
21,
43,
20,
20,
15,
21,
20,
32,
29,
18,
22,
44,
38,
19,
29,
41,
27,
31,
21,
36,
33,
34,
40,
44,
150,
42,
52,
46,
88,
65,
21,
29,
74,
63,
43,
30,
50,
47,
47
] |
[
"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: 10.64%",
"予測される変化率: [カラム_0] 予測される変化率: 80.77%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.85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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 10.64%",
"Forecasted change rate: [column_0] Forecasted change rate: 80.77%",
"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: 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] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 72.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
415,
373,
327,
370,
386,
317,
364,
384,
333,
325,
361,
364,
344,
309,
299,
293,
327,
368,
365,
364,
293,
331,
283,
358,
310,
426,
328,
315,
264,
263,
257,
250,
363,
354,
375,
432,
408,
398,
442,
461,
408,
376,
441,
571,
538,
785,
882,
543,
519,
481,
419,
515,
563,
556,
438,
440,
784,
566,
478,
505,
591,
418,
364,
420,
405,
455,
515,
554,
470,
461,
417,
465,
425,
518,
558,
391,
489,
646,
2148,
1666,
1948,
1432,
1489,
1455,
1308,
1019,
894,
1441,
1406,
761,
739,
1202,
1277,
1994,
2113,
2021,
1312,
1256,
1116,
1310,
1419,
1275,
1348,
1114,
863,
748,
1028,
1369,
1272,
1203,
867,
768,
673,
1269,
1657,
1668,
1469,
1073,
1003,
963,
973,
1042,
1174,
1012,
694,
842,
682,
840,
831,
1016,
973,
692,
734,
674,
680,
736,
954,
806,
640,
683,
606,
830,
853,
979,
944,
926,
634,
594,
630,
798,
776,
1096,
587,
624,
566,
566,
651,
815,
671,
646,
523,
473,
487,
623,
779,
897,
628,
520,
519,
594,
538,
849,
770,
558,
530,
628,
549,
664,
756,
674,
530,
559,
534,
425,
678,
667,
566,
879,
665,
655,
846,
7897,
2892,
2001,
6948,
2189,
1384,
1418,
1199,
1456,
1261,
785,
766,
782,
1060,
1001,
1184,
994,
735,
605,
656,
743,
759,
885,
974,
708,
599,
595,
630,
756,
866,
787,
601,
605,
549,
748,
712,
787,
670,
513,
594,
481,
670,
614,
703,
660,
534,
468,
432,
592,
599,
682,
594,
481,
495,
423,
687,
527,
689,
624,
503,
505,
476,
474,
467,
614,
555,
439,
429,
399,
455,
565,
662,
544,
555,
466,
439,
499,
410,
495,
471,
402,
441,
411,
410,
383,
409,
664,
536,
426,
340,
548,
385,
503,
526,
396,
366,
323,
402,
329,
396,
457,
401,
320,
357,
380,
312,
403,
606,
428,
346,
356,
371,
471,
402,
427,
429,
413,
467,
409,
363,
493,
446,
389,
308,
280,
293,
312,
374,
401,
389,
291,
329,
356,
353,
420,
474,
338,
323,
301,
320,
292,
324,
353,
330,
275,
252,
295,
286,
391,
419,
316,
303,
283,
279,
288,
344,
371,
280,
255,
253,
287,
312,
344,
347,
335,
269,
340,
271,
285,
302,
346,
323,
389,
297,
232,
270,
377,
389,
291,
275,
290,
314,
319,
337,
427,
324,
322,
246,
345,
266,
342,
372,
398,
296,
266,
321,
268,
276,
322,
281,
272,
336,
313,
293,
261,
441,
271,
304,
290,
270,
309,
322,
312,
294,
263,
251,
312,
309,
329,
300,
351,
331,
277,
283,
281,
317,
448,
386,
490,
485,
304,
333,
406,
393,
340,
325,
357,
337,
355,
389,
587,
392,
417,
344,
361,
397,
708,
547,
415,
342,
295,
319,
285,
409,
413,
393,
327,
313,
393,
411,
410,
342,
278,
348,
319,
338,
416,
428,
396,
366,
314,
332,
354,
4962,
1789,
1305,
1065,
666,
624,
587,
6889,
2701,
1807,
1369,
988,
848,
812,
9211,
2667,
1516,
1392,
973,
784,
751,
822,
986,
846,
693,
636,
614,
792,
716,
756,
765,
509,
507,
467,
603,
773,
913,
880,
599,
600,
536,
479,
452,
646,
739,
480,
427,
538
] |
[
390,
472,
510,
490,
354,
384,
398,
333,
466,
504,
430,
374,
341,
380,
348,
319,
403,
422,
329,
340,
364,
327,
348,
420,
408,
353,
432,
333,
359,
470,
466,
421,
401,
385,
340,
433,
341,
383,
480,
443,
702,
501,
423,
425,
463,
505,
3483,
875,
646,
476,
629,
599,
609,
546,
499,
560,
510,
406,
476,
509,
413,
374,
358,
425,
469,
675,
751,
507,
403,
405,
512,
580,
699,
792,
588,
581,
579,
632,
1534,
876,
836,
576,
590,
562,
500,
531,
605,
771,
538,
504,
547,
525,
511,
572,
590,
481
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 29.64%",
"予測される変化率: [カラム_0] 予測される変化率: 23.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.11倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 29.64%",
"Forecasted change rate: [column_0] Forecasted change rate: 23.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.11 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 62.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
9,
2,
3,
10,
4,
3,
5,
4,
6,
1,
11,
10,
4,
5,
5,
12,
5,
3,
6,
7,
2,
2,
1,
2,
4,
1,
1,
6,
4,
2,
2,
6,
4,
3,
4,
2,
5,
2,
10,
6,
0,
5,
1,
1,
6,
5,
1,
1,
5,
1,
4,
1,
3,
3,
3,
2,
5,
2,
3,
2,
5,
2,
2,
6,
2,
3,
3,
3,
3,
5,
4,
5,
4,
4,
5,
6,
3,
4,
2,
2,
5,
0,
2,
1,
5,
1,
15,
4,
7,
3,
4,
5,
5,
8,
2,
2,
5,
4,
3,
4,
2,
2,
5,
1,
3,
1,
5,
4,
4,
3,
4,
3,
2,
2,
4,
7,
3,
3,
1,
4,
0,
4,
2,
6,
1,
2,
5,
1,
5,
5,
1,
1,
7,
1,
3,
6,
5,
2,
6,
2,
4,
3,
3,
2,
4,
5,
4,
1,
6,
3,
2,
3,
3,
4,
3,
4,
7,
4,
2,
4,
4,
1,
7,
1,
3,
4,
6,
4,
3,
6,
1,
3,
3,
4,
7,
4,
5,
8,
16,
6,
7,
5,
2,
2,
8,
1,
4,
5,
5,
2,
4,
1,
1,
9,
4,
5,
4,
1,
1,
4,
6,
5,
4,
2,
8,
4,
8,
5,
3,
1,
3,
5,
2,
1,
5,
5,
4,
4,
5,
3,
3,
4,
5,
3,
4,
0,
2,
1,
1,
2,
6,
2,
5,
2,
2,
3,
3,
4,
2,
6,
6,
6,
3,
5,
2,
4,
2,
5,
2,
2,
7,
3,
5,
2,
4,
6,
5,
4,
3,
6,
2,
6,
1,
3,
6,
1,
4,
4,
1,
1,
4,
6,
1,
10,
3,
6,
7,
6,
5,
6,
5,
6,
16,
8,
19,
7,
6,
4,
11,
4,
2,
3,
8,
1,
6,
6,
3,
7,
3,
3,
7,
7,
5,
3,
2,
5,
13,
4,
14,
9,
19,
6,
4,
4,
13,
7,
10,
3,
12,
29,
16,
5,
7,
4,
7,
2,
6,
5,
7,
4,
3,
3,
2,
9,
10,
5,
10,
2,
3,
6,
6,
4,
7,
5,
5,
11,
3,
2,
3,
11,
5,
9,
19,
4,
4,
7,
8,
6,
6,
4,
6,
6,
5,
1,
3,
12,
4,
2,
7,
6,
15,
5,
4,
4,
6,
5,
7,
9,
9,
25,
23,
13,
24,
16,
6,
3,
0,
7,
6,
7,
10,
4,
5,
6,
3,
8,
6,
0,
3,
5,
8,
6,
9,
17,
5,
2,
6,
6,
12,
6,
2,
7,
4,
1,
11,
5,
13,
3,
11,
9,
3,
4,
3,
9,
5,
7,
2,
18,
2,
14,
5,
18,
3,
3,
3,
4,
7,
5,
2,
4,
8,
4,
4,
5,
5,
2,
4,
5,
8,
2,
4,
4,
4,
4,
5,
2,
5,
3,
10,
9,
5,
1,
2,
4,
4,
8,
6,
3,
4,
221,
103,
7,
9,
2,
6,
5,
8,
1,
2,
9,
2,
0,
4,
4,
1,
15,
15,
3,
2,
4,
3,
7,
6,
5,
6,
3,
4,
1,
2,
18,
12,
2,
3,
1,
3,
5,
4,
3,
4,
2,
0,
5
] |
[
3,
3,
5,
8,
3,
14,
20,
8,
3,
13,
18,
3,
5,
2,
3,
3,
7,
3,
4,
2,
5,
2,
4,
9,
6,
2,
5,
8,
5,
3,
8,
4,
7,
11,
4,
6,
6,
6,
3,
5,
2,
2,
5,
5,
7,
2,
1,
2,
3,
4,
4,
6,
4,
1,
0,
2,
4,
1,
12,
4,
3,
5,
2,
0,
4,
12,
7,
6,
4,
0,
4,
31,
7,
3,
3,
8,
0,
1,
6,
6,
2,
2,
3,
2,
4,
17,
10,
6,
6,
0,
1,
4,
2,
5,
2,
3
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -44.44%",
"予測される変化率: [カラム_0] 予測される変化率: 0.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.89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4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -44.44%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.89 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 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 80."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1475,
2157,
1294,
1500,
1606,
1396,
2129,
1501,
1363,
1088,
1216,
1253,
1492,
1612,
1447,
1613,
1428,
1378,
1820,
2456,
1715,
1507,
1404,
1145,
1392,
1626,
1512,
1286,
1299,
1229,
1075,
1313,
1219,
1437,
2013,
2329,
2547,
2151,
1836,
2193,
1532,
1699,
1851,
2764,
1854,
1815,
1733,
1661,
1701,
1576,
1616,
1859,
1646,
1793,
1640,
1555,
1683,
1639,
1351,
2077,
1496,
1768,
1734,
1564,
1642,
1775,
1877,
2290,
2033,
1902,
2051,
3134,
1933,
2266,
2137,
1948,
2014,
2388,
7770,
4531,
3699,
1835,
2288,
1745,
1877,
1684,
1533,
1833,
2611,
2059,
2020,
1916,
1917,
1974,
2030,
2149,
3252,
1990,
2075,
1733,
1564,
1898,
2309,
2142,
2187,
2380,
2063,
1724,
1943,
1940,
1875,
2035,
1918,
2528,
1895,
2225,
2073,
1957,
2072,
2049,
2184,
1847,
1793,
2099,
2798,
2009,
2266,
2007,
1880,
2022,
2382,
2311,
2122,
2766,
2282,
1871,
2558,
3265,
2351,
2467,
2534,
2210,
1913,
2092,
2999,
2290,
2451,
2348,
2474,
2043,
2241,
3046,
2653,
2448,
2349,
2342,
1982,
2257,
2622,
2651,
2839,
2661,
2281,
2077,
2069,
2473,
2277,
2282,
2905,
2182,
2066,
1692,
2395,
2104,
1774,
1971,
1928,
2604,
2141,
2211,
2886,
2957,
2463,
1872,
2651,
3298,
3125,
2452,
2869,
2792,
2661,
2334,
2483,
3051,
2901,
4328,
3855,
3080,
3103,
2939,
4058,
2801,
2663,
3115,
3097,
2479,
2830,
3254,
2793,
2962,
3450,
3296,
2574,
2820,
4584,
4090,
4707,
3510,
4808,
3153,
3033,
3177,
2896,
3314,
3394,
2681,
2351,
3198,
2892,
2607,
2518,
2831,
2392,
2440,
2417,
3930,
3199,
2955,
3069,
3080,
2567,
2620,
4716,
3109,
3662,
5242,
3466,
3067,
3196,
6065,
5503,
4269,
4021,
3465,
2747,
2877,
3152,
3801,
3560,
3978,
2641,
2361,
2285,
3218,
3286,
2764,
2667,
3226,
2392,
2580,
2764,
4848,
2810,
2856,
2442,
2339,
2165,
2309,
2306,
2120,
2404,
2011,
2073,
2008,
2162,
2459,
2736,
2331,
2230,
2184,
2426,
2212,
2130,
2484,
2847,
2822,
2909,
2632,
2735,
2547,
2529,
3014,
2500,
2160,
2430,
3174,
3095,
2612,
3164,
2755,
2537,
2618,
3157,
2660,
2639,
2900,
2447,
2130,
2279,
2442,
2785,
8533,
2924,
2620,
2124,
2047,
3323,
2636,
2780,
3305,
3071,
3202,
2345,
2637,
4450,
2631,
3449,
3202,
2524,
2570,
2952,
3179,
3502,
3721,
2952,
2998,
2857,
3323,
3490,
2922,
3112,
2206,
1780,
1789,
1813,
1697,
1765,
1620,
1571,
1875,
1522,
1558,
1416,
1429,
1453,
1988,
1660,
1785,
1975,
1785,
1910,
1629,
1199,
1478,
1534,
1351,
1494,
2386,
2098,
1896,
1875,
1814,
1844,
2125,
2499,
2647,
2546,
3283,
2590,
2587,
2615,
3063,
4548,
4736,
4505,
3038,
2882,
3163,
2460,
2871,
2851,
3136,
2043,
2043,
2083,
1878,
1974,
1781,
1706,
1961,
1854,
1930,
1835,
1859,
1853,
1652,
1791,
1730,
1734,
2160,
1781,
2241,
1783,
1836,
2017,
1992,
1995,
1965,
1712,
1781,
2057,
2415,
2270,
2600,
2346,
2531,
2647,
2768,
4604,
3891,
3182,
3495,
5361,
3228,
3336,
4088,
20335,
6151,
4097,
3303,
3140,
3155,
3832,
4601,
5981,
4215,
3514,
3416,
3614,
4410,
3310,
3568,
3642,
3294,
2832,
3926,
4943,
5792,
4446,
4744,
4356,
3799,
3754,
4451,
5012,
4075,
3771,
5001,
5044,
4200,
5575,
4619,
4085,
3732,
4083,
4264,
5349,
4995,
4321,
8013,
6536,
6823,
7123,
8103,
15388,
14711,
45104,
163484,
54403,
33772,
22418,
19355,
14474,
11816,
10257,
8003,
6806,
7389,
7935,
6250,
5872,
6204
] |
[
5470,
4536,
7278,
5970,
4922,
4273,
4320,
4018,
3759,
3808,
4642,
3980,
3886,
3700,
3363,
3240,
3196,
3685,
3532,
3698,
3389,
2941,
2861,
2478,
3048,
3131,
3166,
2909,
2759,
2824,
2927,
2962,
3170,
3072,
3640,
3375,
3481,
3111,
3001,
3586,
3458,
3849,
3346,
3465,
3622,
4332,
4097,
4713,
7291,
4750,
4054,
4174,
5045,
4672,
4874,
6843,
8676,
50187,
24891,
17309,
9890,
8403,
7001,
6402,
5437,
6169,
6953,
5262,
5592,
4981,
4535,
4126,
4989,
6606,
4771,
4229,
4035,
3822,
3736,
3765,
4310,
3363,
3254,
3162,
3246,
3060,
3398,
3865,
3937,
3609,
3533,
3227,
3128,
3355,
3750,
5204
] |
[
"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: 320.61%",
"予測される変化率: [カラム_0] 予測される変化率: -4.86%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.06倍)",
"トレンド: [カラム_0] トレンドの強化: 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: 320.61%",
"Forecasted change rate: [column_0] Forecasted change rate: -4.86%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.06 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 26 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 28 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 26.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 28."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1289,
1066,
1011,
972,
1272,
850,
843,
1497,
862,
928,
1321,
1053,
1710,
877,
762,
954,
958,
966,
949,
1914,
1282,
889,
735,
701,
676,
880,
689,
680,
791,
844,
1260,
2271,
7622,
1552,
1148,
1152,
1100,
1108,
1123,
1354,
1045,
971,
963,
3532,
1122,
1105,
1205,
1159,
841,
841,
765,
1211,
1224,
1101,
1420,
1027,
903,
862,
965,
986,
1087,
933,
778,
895,
988,
985,
1054,
1039,
992,
850,
969,
944,
997,
942,
1979,
1657,
986,
897,
927,
970,
949,
1110,
970,
909,
1015,
1270,
1035,
3736,
1522,
1208,
3416,
6992,
3190,
2132,
1430,
1391,
2098,
1317,
1351,
1040,
1133,
1122,
1199,
1269,
3718,
1126,
1164,
1425,
1195,
1899,
1095,
957,
1079,
1150,
1075,
1512,
1240,
901,
1024,
1024,
1067,
2201,
2804,
1114,
1530,
1003,
2059,
2737,
1103,
1151,
1134,
1134,
1252,
1044,
992,
995,
2360,
3848,
1158,
1804,
2015,
1319,
1091,
1184,
1867,
1456,
1802,
2805,
1131,
1089,
1124,
1087,
920,
1300,
1093,
957,
1035,
1018,
1039,
1600,
2168,
975,
950,
1196,
959,
3389,
3316,
1269,
1075,
1136,
1152,
1120,
1093,
901,
1131,
1241,
1218,
1609,
1261,
1173,
1254,
1892,
1079,
2514,
1731,
1362,
1097,
1186,
1747,
2544,
1206,
1220,
1291,
1322,
963,
999,
1085,
1235,
3185,
1246,
1213,
1121,
1093,
1014,
1007,
1047,
1125,
1195,
980,
939,
1009,
2621,
1150,
1039,
1132,
1270,
1365,
938,
995,
1010,
1181,
1191,
895,
977,
915,
979,
1038,
1127,
1056,
845,
891,
2504,
1051,
998,
1086,
1146,
945,
801,
1024,
1120,
1145,
1258,
1239,
894,
909,
880,
867,
926,
982,
1947,
1603,
920,
900,
5917,
4746,
1264,
1317,
1083,
921,
865,
982,
968,
1019,
1939,
1744,
1262,
1014,
889,
953,
900,
1008,
832,
762,
828,
846,
1397,
892,
1035,
788,
830,
803,
852,
923,
944,
1124,
894,
864,
942,
812,
886,
1002,
984,
971,
1055,
776,
976,
967,
966,
1239,
895,
805,
848,
977,
816,
941,
1125,
816,
804,
739,
793,
921,
1041,
1116,
963,
803,
877,
828,
934,
936,
1850,
1543,
843,
848,
838,
870,
1062,
1164,
980,
929,
979,
956,
1062,
957,
1053,
1054,
879,
839,
899,
953,
965,
1051,
994,
695,
755,
929,
865,
914,
1087,
941,
851,
888,
904,
930,
928,
967,
811,
809,
739,
884,
1013,
1092,
1370,
903,
1063,
7979,
4477,
1711,
1687,
1527,
1290,
1063,
931,
1025,
943,
1183,
1179,
1039,
1025,
910,
807,
980,
1182,
1189,
3511,
8222,
1695,
1275,
1233,
1318,
1413,
1146,
1192,
1133,
986,
970,
1248,
1183,
934,
1089,
893,
1152,
1066,
981,
1139,
1090,
1195,
1192,
870,
1125,
1029,
1061,
913,
977,
856,
1026,
799,
1079,
1128,
1006,
1702,
996,
1022,
1192,
1105,
1689,
1192,
1051,
1071,
1045,
1067,
1071,
1258,
1042,
906,
4217,
1523,
1243,
1103,
1149,
1034,
980,
893,
816,
4789,
1311,
1265,
1107,
993,
900,
976,
1095,
1160,
1219,
1097,
1018,
1040,
1310,
7121,
4427,
2765,
1363,
1195,
1080,
1120,
1025,
1427,
10885,
1643,
1133,
1021,
1064,
1154,
1339,
1299,
1179,
975,
957,
975,
1036,
1114,
1663,
1094,
929,
855,
980,
963,
1038,
1199,
877,
853,
872,
902,
985,
1109,
1233,
1132,
900,
826,
963,
876,
1098,
1234,
1109,
4130,
1412,
1073,
1373,
1332,
1236,
1059,
1082,
1003
] |
[
964,
1082,
1089,
1180,
1210,
822,
860,
1112,
1068,
1640,
1219,
1276,
4775,
1181,
1147,
1094,
1120,
1177,
893,
963,
961,
931,
829,
981,
1422,
908,
942,
866,
851,
1002,
1031,
1543,
1064,
948,
1016,
998,
948,
1374,
1681,
1118,
904,
992,
8553,
1406,
1596,
1420,
8353,
2089,
1285,
1202,
1369,
1366,
1379,
1012,
1081,
1112,
2711,
6733,
1803,
1580,
1243,
1176,
3822,
1365,
1090,
1091,
1348,
3988,
3892,
1217,
1050,
1007,
1144,
1194,
1061,
1039,
919,
1256,
1073,
1115,
1258,
1129,
837,
802,
1045,
1008,
1042,
1013,
957,
1820,
1660,
949,
996,
1231,
1117,
969
] |
[
"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: -22.19%",
"予測される変化率: [カラム_0] 予測される変化率: 0.52%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.78倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -22.19%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.52%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.78 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 64 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 64.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
419,
395,
342,
407,
622,
551,
617,
805,
537,
481,
386,
505,
497,
523,
473,
720,
669,
591,
746,
1081,
562,
457,
315,
262,
298,
458,
448,
756,
491,
350,
298,
278,
266,
328,
412,
331,
354,
309,
296,
499,
486,
416,
426,
361,
550,
474,
360,
373,
363,
355,
291,
300,
320,
424,
491,
476,
458,
489,
433,
372,
445,
548,
533,
865,
928,
720,
483,
515,
495,
500,
490,
456,
433,
475,
747,
634,
428,
447,
403,
421,
328,
348,
417,
417,
411,
509,
334,
370,
418,
468,
423,
330,
396,
359,
731,
472,
559,
539,
536,
425,
403,
437,
493,
425,
413,
420,
402,
534,
763,
1764,
1129,
667,
461,
426,
384,
290,
430,
375,
441,
357,
332,
406,
756,
538,
568,
545,
556,
488,
521,
435,
510,
1047,
815,
645,
730,
547,
528,
541,
515,
522,
466,
412,
451,
486,
467,
481,
489,
406,
401,
441,
403,
487,
470,
368,
426,
505,
443,
375,
439,
546,
515,
498,
509,
598,
490,
511,
545,
392,
399,
431,
322,
333,
378,
375,
294,
297,
241,
257,
272,
267,
332,
271,
253,
297,
296,
405,
387,
348,
464,
451,
457,
424,
445,
495,
525,
450,
469,
509,
465,
480,
481,
549,
549,
571,
562,
469,
421,
509,
579,
648,
584,
720,
425,
478,
689,
722,
697,
622,
665,
495,
444,
515,
587,
471,
508,
465,
443,
474,
583,
1007,
861,
1065,
818,
1197,
1110,
1033,
1199,
1042,
1018,
890,
852,
807,
891,
976,
1101,
1143,
1200,
1038,
963,
1591,
1599,
1678,
1563,
1896,
1617,
1474,
4373,
3082,
1621,
1104,
966,
777,
675,
754,
620,
662,
720,
483,
481,
424,
497,
413,
416,
839,
540,
429,
386,
468,
472,
425,
457,
418,
393,
323,
423,
586,
628,
626,
448,
503,
573,
516,
491,
434,
341,
370,
309,
457,
422,
373,
377,
337,
533,
1653,
974,
672,
643,
493,
478,
416,
310,
360,
367,
407,
455,
398,
358,
320,
277,
358,
355,
332,
387,
349,
390,
484,
456,
452,
455,
425,
356,
310,
322,
432,
459,
347,
370,
377,
480,
377,
345,
369,
389,
296,
303,
310,
296,
326,
341,
329,
260,
306,
273,
276,
404,
668,
323,
295,
272,
445,
465,
514,
589,
624,
389,
345,
299,
319,
320,
353,
356,
356,
253,
263,
368,
303,
331,
403,
346,
359,
344,
354,
352,
318,
288,
299,
281,
305,
289,
370,
383,
415,
366,
357,
297,
393,
701,
691,
750,
612,
503,
434,
410,
553,
505,
588,
537,
504,
490,
512,
613,
713,
632,
612,
642,
603,
576,
710,
855,
769,
850,
790,
685,
689,
849,
1102,
1134,
1706,
1525,
1691,
1359,
2627,
2529,
1648,
1386,
1320,
1179,
1134,
2024,
1681,
1251,
1491,
2549,
1997,
1754,
4130,
4353,
1690,
1646,
1588,
1032,
815,
769,
775,
562,
619,
499,
450,
422,
477,
468,
456,
635,
502,
420,
385,
1710,
438,
406,
416,
404,
418,
456,
417,
444,
406,
397,
404,
355,
296,
310,
373,
372,
424,
454,
383,
369,
417,
388,
365,
363,
460,
533,
445,
520,
687,
560,
955,
590,
488,
518,
484,
514,
475,
476,
460,
416,
490,
998,
734,
556,
547
] |
[
650,
697,
480,
506,
542,
549,
479,
548,
1177,
1634,
1055,
975,
1781,
1205,
1037,
1643,
836,
870,
1429,
972,
609,
613,
572,
584,
606,
580,
676,
596,
567,
563,
545,
464,
424,
591,
468,
426,
498,
393,
509,
598,
539,
702,
765,
622,
510,
682,
820,
1010,
1161,
769,
621,
689,
688,
755,
899,
916,
796,
630,
665,
703,
770,
977,
909,
757,
782,
678,
1084,
894,
821,
740,
692,
739,
619,
690,
800,
669,
720,
752,
1549,
1485,
3253,
1443,
835,
808,
619,
598,
568,
554,
702,
575,
668,
535,
555,
525,
514,
517
] |
[
"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: 30.55%",
"予測される変化率: [カラム_0] 予測される変化率: -20.46%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.72倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 30.55%",
"Forecasted change rate: [column_0] Forecasted change rate: -20.46%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.72 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is 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 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
12,
101,
111,
105,
57,
63,
104,
89,
90,
101,
89,
47,
57,
100,
86,
106,
81,
95,
43,
40,
104,
93,
90,
86,
79,
57,
61,
101,
82,
94,
115,
99,
39,
55,
76,
112,
141,
98,
107,
42,
45,
88,
84,
103,
106,
90,
47,
52,
67,
79,
91,
46,
44,
40,
49,
69,
66,
65,
45,
51,
53,
40,
95,
85,
112,
107,
95,
55,
39,
94,
93,
113,
126,
90,
66,
54,
80,
102,
108,
106,
86,
72,
52,
95,
103,
134,
117,
82,
72,
71,
121,
106,
92,
91,
102,
60,
41,
108,
108,
104,
117,
112,
56,
45,
89,
81,
115,
106,
107,
48,
74,
129,
119,
93,
100,
85,
63,
56,
90,
126,
116,
98,
85,
70,
57,
103,
113,
130,
120,
96,
64,
61,
111,
88,
91,
96,
108,
48,
61,
103,
105,
87,
97,
67,
57,
63,
83,
89,
110,
104,
95,
51,
61,
83,
101,
118,
111,
76,
60,
57,
90,
111,
95,
108,
127,
99,
50,
107,
106,
109,
111,
100,
70,
73,
130,
120,
121,
100,
110,
59,
44,
93,
95,
103,
109,
113,
44,
53,
98,
102,
109,
151,
109,
64,
83,
107,
115,
130,
119,
107,
77,
60,
110,
130,
102,
91,
95,
43,
50,
70,
103,
95,
93,
105,
73,
47,
100,
105,
81,
96,
85,
45,
62,
120,
108,
113,
111,
108,
46,
70,
94,
119,
118,
108,
83,
45,
52,
86,
108,
94,
111,
104,
43,
59,
76,
89,
91,
90,
73,
45,
48,
77,
100,
83,
77,
85,
47,
48,
104,
89,
81,
93,
99,
36,
28,
89,
103,
109,
85,
87,
55,
48,
81,
78,
103,
71,
79,
49,
31,
87,
86,
92,
91,
87,
42,
52,
87,
95,
94,
84,
83,
53,
36,
93,
94,
76,
96,
86,
43,
58,
85,
104,
108,
87,
76,
44,
44,
96,
100,
100,
86,
93,
59,
71,
84,
104,
126,
94,
62,
57,
47,
84,
94,
89,
88,
104,
83,
76,
81,
90,
97,
90,
83,
53,
45,
83,
88,
108,
82,
77,
46,
51,
98,
89,
88,
99,
63,
60,
42,
86,
100,
93,
111,
74,
54,
51,
106,
84,
90,
87,
91,
53,
57,
81,
58,
109,
101,
83,
52,
78,
98,
86,
96,
95,
91,
46,
46,
87,
99,
84,
107,
84,
52,
52,
123,
103,
97
] |
[
78,
81,
57,
56,
83,
117,
108,
113,
111,
67,
44,
75,
102,
103,
81,
95,
66,
61,
93,
96,
88,
94,
96,
55,
58,
90,
108,
108,
81,
70,
37,
61,
65,
74,
91,
72,
87,
64,
38,
72,
106,
116,
129,
103,
62,
81,
123,
104,
104,
92,
93,
50,
58,
101,
90,
107,
101,
99,
61,
67,
112,
94,
150,
107,
115,
64,
60,
121,
113,
113,
96,
130,
94,
71,
130,
136,
106,
121,
88,
52,
52,
99,
257,
116,
111,
109,
41,
50,
108,
106,
115,
96,
96,
56,
57,
109
] |
[
"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: 708.33%",
"予測される変化率: [カラム_0] 予測される変化率: 39.74%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.61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: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 708.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 39.74%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.61 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な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] ラグ 78 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 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 78.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
7,
4,
4,
8,
8,
6,
4,
6,
11,
8,
7,
9,
8,
11,
10,
6,
11,
8,
14,
8,
1,
4,
5,
4,
8,
3,
9,
5,
14,
9,
4,
8,
11,
9,
4,
2,
6,
14,
4,
6,
7,
6,
2,
4,
9,
7,
17,
6,
6,
3,
5,
7,
6,
5,
6,
2,
9,
10,
7,
5,
5,
5,
5,
8,
4,
3,
4,
6,
5,
2,
9,
3,
5,
2,
4,
5,
1,
6,
5,
6,
7,
3,
1,
6,
5,
7,
3,
6,
9,
4,
9,
10,
6,
6,
10,
2,
26,
13,
7,
10,
5,
7,
9,
7,
5,
38,
2,
7,
7,
7,
4,
9,
6,
3,
4,
6,
8,
5,
6,
5,
3,
3,
10,
6,
4,
11,
4,
4,
8,
10,
4,
4,
8,
4,
18,
9,
10,
15,
9,
29,
6,
12,
10,
7,
7,
5,
13,
6,
7,
8,
6,
4,
4,
7,
10,
8,
13,
9,
1,
5,
4,
3,
7,
4,
3,
10,
5,
11,
6,
7,
1,
7,
6,
6,
5,
3,
5,
5,
8,
9,
8,
12,
8,
2,
7,
4,
7,
8,
6,
7,
7,
7,
10,
5,
3,
7,
2,
3,
4,
11,
54,
5,
7,
7,
11,
4,
3,
4,
6,
7,
0,
9,
5,
1,
3,
12,
3,
3,
3,
1,
3,
2,
11,
2,
6,
4,
5,
3,
6,
2,
8,
11,
5,
8,
8,
4,
9,
11,
4,
10,
5,
10,
27,
8,
8,
6,
4,
7,
8,
7,
3,
5,
5,
5,
3,
10,
1,
2,
7,
15,
6,
10,
6,
13,
5,
2,
5,
3,
8,
4,
9,
6,
10,
19,
6,
10,
10,
4,
5,
9,
5,
4,
4,
7,
7,
2,
7,
3,
1,
6,
4,
16,
6,
5,
28,
8,
7,
2,
6,
10,
2,
9,
4,
6,
5,
6,
23,
6,
15,
10,
9,
12,
17,
10,
11,
8,
11,
8,
10,
8,
17,
20,
28,
7,
6,
9,
8,
6,
8,
14,
8,
10,
10,
11,
14,
6,
14,
9,
8,
16,
22,
10,
6,
3,
14,
4,
4,
8,
7,
4,
14,
5,
24,
3,
7,
10,
10,
5,
11,
5,
5,
4,
12,
3,
4,
2,
8,
6,
9,
7,
4,
12,
7,
12,
8,
6,
2,
10,
7,
16,
20,
17,
25,
25,
16,
6,
4,
8,
10,
6,
13,
3,
13,
6,
9,
7,
10,
7,
5,
10,
5,
14,
4,
3,
5,
9,
7,
8,
1,
2,
8,
5,
4,
10,
7,
7,
4,
8,
25,
5,
12,
130,
50,
7,
12,
6,
7,
10,
4,
3,
4,
10,
12,
4,
10,
8,
8,
7,
6,
7,
3,
11,
10,
6,
3,
6,
6,
6,
3,
12,
6,
3,
5,
5,
7,
5,
3,
6,
6,
7,
4,
12,
6,
14,
8,
7,
23,
11,
19,
7,
7,
3,
8,
7,
10,
7,
9,
0,
6,
2,
7,
10,
5,
7,
9,
4,
3,
12,
6,
8,
2,
9,
4,
3,
8,
16,
2,
8,
8,
4,
5,
7,
8,
30,
5,
5,
5,
3,
13,
2,
4,
1
] |
[
7,
6,
10,
9,
7,
28,
6,
7,
7,
13,
7,
10,
10,
7,
7,
4,
12,
10,
12,
11,
13,
12,
14,
11,
15,
17,
13,
14,
15,
13,
6,
5,
9,
9,
12,
11,
9,
7,
12,
7,
10,
9,
7,
8,
8,
13,
6,
13,
27,
18,
57,
16,
12,
12,
8,
8,
10,
8,
16,
11,
7,
9,
19,
7,
8,
17,
17,
43,
13,
5,
18,
9,
17,
8,
24,
20,
21,
13,
17,
18,
9,
11,
17,
27,
19,
21,
17,
13,
15,
24,
26,
14,
20,
18,
15,
18
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"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: 157.14%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.92倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -85.71%",
"Forecasted change rate: [column_0] Forecasted change rate: 157.14%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.92 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 52.",
"Autocorrelation: [column_0] The autocorrelation is 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 |
[
228,
280,
252,
212,
216,
243,
307,
255,
219,
243,
195,
211,
238,
291,
238,
227,
250,
206,
220,
299,
248,
240,
327,
232,
204,
235,
264,
266,
246,
352,
244,
171,
229,
286,
1339,
262,
287,
283,
238,
315,
248,
257,
258,
365,
374,
237,
260,
292,
314,
309,
294,
258,
165,
248,
275,
304,
248,
290,
271,
196,
241,
285,
319,
305,
305,
241,
148,
267,
334,
357,
302,
246,
234,
183,
265,
306,
327,
338,
514,
286,
236,
263,
328,
350,
367,
406,
510,
227,
300,
321,
272,
397,
269,
240,
225,
361,
331,
325,
401,
324,
259,
213,
223,
290,
319,
297,
306,
213,
182,
271,
288,
261,
293,
298,
311,
278,
257,
305,
294,
296,
266,
261,
197,
249,
316,
269,
343,
331,
230,
223,
267,
351,
364,
398,
304,
280,
222,
346,
395,
375,
363,
332,
299,
247,
324,
488,
379,
409,
336,
247,
197,
278,
346,
389,
308,
345,
299,
233,
328,
300,
335,
457,
334,
283,
191,
255,
355,
316,
359,
293,
210,
165,
233,
268,
230,
230,
138,
159,
292,
265,
277,
256,
279,
208,
234,
288,
278,
344,
361,
372,
312,
282,
257,
294,
356,
370,
350,
359,
270,
266,
290,
347,
369,
371,
348,
328,
245,
287,
392,
328,
375,
325,
306,
201,
316,
343,
315,
368,
309,
285,
222,
260,
315,
406,
331,
383,
350,
273,
378,
316,
286,
322,
386,
326,
260,
297,
368,
371,
362,
327,
292,
221,
292,
406,
382,
337,
334,
272,
224,
288,
358,
330,
365,
319,
263,
234,
281,
378,
340,
324,
313,
254,
267,
197,
262,
253,
303,
228,
211,
165,
197,
244,
338,
256,
322,
263,
153,
296,
299,
322,
342,
248,
228,
203,
270,
325,
309,
330,
343,
273,
163,
361,
446,
377,
370,
350,
278,
203,
272,
421,
384,
315,
328,
226,
149,
233,
365,
434,
362,
184,
196,
147,
181,
308,
423,
327,
321,
303,
167,
175,
303,
298,
229,
334,
260,
154,
225,
323,
345,
259,
231,
202,
199,
279,
338,
412,
289,
289,
277,
178,
243,
386,
337,
350,
332,
262,
200,
252,
321,
307,
294,
286,
262,
222,
290,
330,
319,
252,
277,
222,
179,
216,
270,
266,
252,
292,
269,
201,
216,
234,
275,
258,
227,
210,
135,
190,
310,
2095,
286,
311,
196,
155,
177,
314,
334,
355,
428,
533,
1984,
1957,
1576,
1487,
1207,
1677,
1441,
1225,
1068,
1096,
1122,
211,
229,
182,
187,
152,
298,
275,
268,
231,
256,
147,
195,
280,
227,
205,
225,
233,
150,
188,
235,
262,
361,
220,
214,
178,
213,
345,
337,
300,
220,
232,
169,
199,
272,
331,
308,
349,
257,
160,
210,
283,
367,
372,
312,
295,
234,
259,
358,
276,
315,
298,
232,
167,
258,
338,
337,
293,
312,
210,
198,
238,
278,
492,
365,
282,
228,
225,
295,
298,
280,
271,
416,
216,
167,
231,
337,
313,
265,
252,
389,
181,
262,
315,
321,
317,
282,
251,
181,
215,
292,
270,
316,
322,
249,
228,
312,
319,
316,
297,
262,
263,
212,
294,
349,
351,
304,
292,
303,
236,
272,
460,
396,
355
] |
[
300,
232,
211,
252,
383,
320,
300,
332,
292,
214,
267,
275,
291,
351,
410,
333,
180,
243,
342,
314,
308,
240,
261,
211,
280,
356,
287,
304,
195,
217,
150,
169,
236,
248,
267,
462,
299,
187,
211,
296,
281,
325,
302,
266,
252,
298,
298,
369,
311,
378,
604,
250,
315,
340,
514,
386,
359,
257,
218,
286,
370,
469,
377,
372,
298,
179,
226,
329,
392,
384,
384,
308,
231,
286,
432,
432,
374,
308,
271,
269,
331,
269,
315,
290,
473,
289,
250,
291,
364,
327,
375,
347,
293,
250,
259,
403
] |
[
"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: 55.70%",
"予測される変化率: [カラム_0] 予測される変化率: 34.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.61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: 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: 55.70%",
"Forecasted change rate: [column_0] Forecasted change rate: 34.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.61 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 44",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
3788,
1514,
741,
622,
331,
435,
558,
795,
670,
405,
139,
431,
246,
166,
131,
147,
122,
144,
118,
133,
84,
68,
52,
149,
50,
89,
130,
67,
50,
48,
56,
30,
61,
56,
61,
173,
77,
52,
90,
95,
53,
40,
52,
60,
47,
48,
65,
65,
43,
43,
35,
50,
52,
43,
45,
95,
89,
77,
70,
56,
83,
41,
59,
88,
700,
290,
155,
103,
176,
63,
68,
44,
32,
39,
50,
43,
36,
74,
69,
47,
58,
41,
57,
70,
92,
212,
97,
63,
127,
90,
77,
49,
47,
51,
41,
91,
91,
60,
38,
75,
105,
93,
75,
82,
61,
53,
52,
45,
75,
44,
47,
45,
72,
35,
61,
46,
43,
47,
42,
44,
40,
28,
62,
67,
46,
40,
42,
68,
62,
38,
44,
39,
56,
224,
246,
127,
75,
65,
42,
35,
38,
43,
43,
42,
38,
27,
49,
49,
43,
41,
54,
35,
37,
32,
37,
44,
45,
32,
19,
33,
35,
64,
34,
52,
72,
56,
112,
45,
49,
57,
46,
30,
24,
35,
28,
31,
30,
40,
40,
18,
31,
35,
32,
34,
30,
23,
39,
44,
52,
57,
33,
72,
41,
43,
64,
51,
47,
57,
87,
47,
43,
29,
52,
115,
108,
133,
98,
53,
67,
43,
95,
80,
76,
64,
49,
45,
67,
44,
39,
61,
41,
30,
28,
52,
44,
30,
30,
37,
60,
49,
39,
34,
45,
40,
55,
45,
29,
39,
41,
24,
29,
37,
23,
46,
35,
37,
63,
92,
60,
60,
57,
71,
68,
51,
41,
48,
43,
40,
57,
57,
41,
63,
48,
75,
53,
59,
31,
45,
54,
37,
31,
46,
42,
41,
51,
46,
52,
50,
62,
78,
82,
55,
77,
98,
62,
38,
47,
52,
38,
51,
70,
78,
52,
69,
81,
50,
62,
60,
76,
169,
87,
62,
96,
99,
150,
95,
76,
58,
64,
107,
69,
163,
389,
114,
96,
341,
350,
134,
164,
161,
145,
149,
104,
101,
180,
154,
100,
109,
177,
119,
77,
78,
107,
97,
93,
90,
82,
76,
82,
73,
75,
161,
143,
128,
137,
134,
126,
83,
116,
104,
78,
100,
63,
93,
122,
112,
106,
94,
70,
83,
96,
99,
81,
88,
74,
73,
66,
95,
69,
90,
92,
80,
110,
135,
77,
100,
90,
104,
131,
122,
110,
83,
94,
174,
168,
105,
158,
150,
93,
96,
113,
95,
97,
93,
80,
73,
105,
106,
83,
90,
69,
82,
64,
54,
61,
72,
71,
71,
67,
83,
79,
91,
80,
69,
98,
68,
90,
60,
77,
96,
93,
262,
108,
83,
100,
80,
68,
72,
72,
88,
102,
227,
85,
89,
97,
94,
94,
97,
95,
88,
73,
69,
197,
772,
430,
139,
89,
51,
96,
104,
63,
79,
81,
85,
68,
98,
99,
225,
193,
70,
78,
148,
212,
98,
124,
82,
108,
95,
101,
79,
117,
101,
142,
111,
101,
95,
89,
64,
42,
56,
78,
69,
93,
67,
77,
55,
75,
144,
115,
116,
219,
97,
69,
93,
113,
79,
83,
58,
72,
58,
91,
118,
102,
133,
123,
160,
92,
91,
77,
90,
81,
126
] |
[
73,
73,
61,
81,
62,
78,
78,
111,
106,
101,
74,
113,
264,
149,
86,
60,
73,
86,
83,
61,
67,
63,
43,
153,
88,
86,
104,
77,
59,
55,
60,
103,
476,
5295,
8209,
3225,
1248,
695,
443,
381,
240,
246,
259,
205,
264,
1989,
617,
383,
314,
151,
256,
142,
159,
84,
106,
97,
108,
146,
135,
91,
65,
105,
245,
224,
190,
111,
70,
72,
86,
94,
78,
97,
80,
78,
69,
95,
75,
62,
72,
77,
80,
83,
83,
61,
82,
80,
87,
96,
90,
87,
112,
68,
81,
89,
70,
88
] |
[
"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: -96.67%",
"予測される変化率: [カラム_0] 予測される変化率: 20.55%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.31倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 46個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -96.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 20.55%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.31 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 46",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 8 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 8.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
136,
172,
113,
97,
109,
183,
124,
162,
182,
130,
117,
110,
137,
233,
221,
196,
154,
131,
116,
191,
179,
226,
203,
143,
123,
136,
228,
217,
272,
235,
201,
178,
173,
187,
162,
191,
238,
178,
136,
221,
229,
230,
215,
214,
157,
152,
143,
193,
197,
161,
178,
185,
163,
149,
147,
222,
147,
171,
144,
117,
154,
179,
164,
176,
200,
148,
182,
195,
245,
194,
205,
228,
176,
262,
216,
182,
209,
199,
216,
198,
152,
142,
224,
163,
187,
167,
165,
143,
150,
199,
176,
214,
164,
167,
171,
173,
142,
256,
225,
159,
191,
172,
184,
218,
235,
205,
232,
247,
242,
249,
245,
223,
213,
249,
199,
166,
194,
217,
261,
248,
218,
212,
134,
169,
223,
193,
252,
180,
176,
135,
187,
204,
192,
169,
249,
197,
161,
183,
282,
225,
230,
220,
209,
155,
155,
206,
234,
161,
194,
179,
147,
135,
214,
239,
240,
259,
233,
187,
219,
269,
297,
585,
275,
203,
219,
255,
311,
272,
243,
208,
198,
141,
145,
125,
135,
126,
144,
119,
115,
143,
134,
194,
145,
113,
114,
427,
135,
202,
178,
228,
234,
179,
182,
156,
218,
202,
224,
200,
175,
166,
171,
221,
415,
194,
266,
238,
176,
150,
203,
220,
226,
221,
238,
157,
185,
240,
205,
232,
227,
213,
154,
168,
186,
205,
214,
240,
178,
148,
183,
227,
199,
192,
213,
168,
174,
195,
272,
380,
217,
185,
218,
177,
329,
242,
212,
255,
219,
197,
160,
191,
232,
273,
191,
220,
182,
134,
152,
208,
203,
180,
231,
183,
115,
143,
195,
153,
187,
188,
138,
126,
179,
175,
181,
198,
229,
185,
192,
164,
232,
223,
235,
228,
225,
286,
466,
330,
278,
282,
274,
205,
160,
204,
195,
229,
259,
261,
267,
174,
158,
237,
275,
258,
266,
200,
170,
212,
219,
243,
218,
206,
224,
150,
154,
202,
211,
213,
276,
187,
138,
506,
358,
271,
264,
209,
180,
180,
176,
185,
191,
210,
198,
171,
114,
182,
200,
185,
187,
157,
163,
150,
140,
163,
152,
172,
199,
132,
113,
150,
143,
140,
173,
155,
145,
152,
142,
140,
158,
162,
166,
141,
122,
154,
161,
136,
199,
116,
158,
108,
120,
121,
118,
173,
133,
106,
88,
117,
135,
131,
139,
124,
118,
73,
131,
162,
144,
132,
135,
148,
137,
156,
137,
130,
157,
166,
141,
106,
121,
129,
175,
203,
128,
148,
115,
114,
140,
118,
134,
135,
125,
125,
140,
142,
154,
146,
141,
121,
113,
124,
139,
183,
159,
199,
155,
134,
150,
183,
186,
187,
199,
171,
133,
165,
159,
172,
196,
175,
191,
155,
160,
177,
187,
199,
241,
180,
142,
169,
204,
190,
208,
187,
194,
156,
318,
308,
225,
218,
229,
211,
147,
147,
204,
248,
215,
208,
218,
209,
197,
203,
223,
252,
255,
210,
167,
183,
232,
221,
260,
249,
206,
209,
185,
231,
254,
235,
240,
204,
169,
178,
212,
208,
166,
200,
191,
130,
185,
224,
185,
223,
200,
157,
147,
205,
238,
289,
215,
286,
202,
151,
182,
217,
191,
172
] |
[
154,
192,
149,
181,
254,
289,
276,
232,
212,
148,
187,
227,
261,
253,
200,
173,
157,
177,
199,
221,
203,
183,
167,
198,
144,
157,
186,
159,
166,
228,
148,
104,
120,
135,
141,
208,
135,
124,
139,
131,
128,
145,
182,
180,
151,
144,
201,
194,
198,
237,
218,
141,
182,
217,
218,
330,
272,
181,
124,
138,
224,
208,
210,
185,
218,
184,
201,
196,
234,
234,
213,
183,
172,
199,
237,
209,
242,
253,
216,
168,
173,
242,
208,
200,
258,
299,
209,
181,
228,
250,
229,
207,
226,
201,
209,
197
] |
[
"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: 26.47%",
"予測される変化率: [カラム_0] 予測される変化率: 27.92%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.27倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 26.47%",
"Forecasted change rate: [column_0] Forecasted change rate: 27.92%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.27 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 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 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 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
1,
4,
5,
4,
4,
3,
4,
8,
7,
4,
0,
3,
3,
3,
1,
1,
4,
3,
2,
3,
8,
3,
3,
3,
2,
6,
2,
2,
6,
3,
5,
5,
3,
4,
2,
4,
4,
2,
2,
4,
5,
2,
4,
2,
4,
1,
4,
0,
5,
2,
3,
6,
3,
3,
3,
4,
1,
3,
6,
1,
2,
2,
6,
3,
5,
5,
8,
6,
1,
4,
3,
1,
5,
9,
5,
2,
6,
9,
4,
7,
6,
6,
9,
6,
6,
5,
10,
8,
5,
7,
5,
14,
9,
3,
9,
7,
5,
7,
5,
7,
7,
9,
10,
8,
9,
8,
7,
4,
7,
3,
9,
6,
6,
9,
17,
22,
3,
6,
13,
10,
7,
4,
8,
17,
14,
9,
9,
11,
5,
16,
14,
7,
10,
7,
11,
5,
11,
18,
13,
3,
16,
10,
12,
19,
23,
14,
18,
18,
14,
23,
22,
20,
39,
23,
21,
26,
20,
26,
33,
21,
17,
27,
31,
36,
36,
34,
44,
31,
41,
29,
34,
64,
53,
42,
65,
63,
60,
124,
130,
135,
207,
308,
998,
1092,
909,
901,
638,
326,
280,
196,
84,
122,
107,
99,
63,
64,
48,
22,
34,
41,
40,
39,
22,
17,
20,
22,
27,
16,
81,
28,
11,
10,
15,
19,
19,
12,
14,
17,
16,
13,
20,
13,
16,
14,
15,
15,
11,
19,
7,
14,
12,
28,
9,
10,
15,
9,
5,
6,
5,
13,
9,
19,
7,
11,
5,
5,
5,
7,
8,
12,
9,
3,
7,
5,
7,
21,
8,
14,
8,
11,
8,
13,
10,
8,
7,
11,
2,
8,
10,
6,
33,
15,
3,
8,
8,
11,
6,
6,
10,
9,
8,
5,
6,
24,
7,
5,
11,
8,
8,
9,
11,
16,
4,
8,
8,
4,
6,
10,
8,
19,
14,
5,
10,
13,
10,
9,
10,
2,
7,
10,
3,
8,
27,
4,
7,
5,
2,
7,
9,
11,
2,
11,
10,
5,
4,
7,
12,
15,
7,
10,
7,
6,
6,
9,
10,
6,
9,
7,
5,
5,
5,
10,
12,
9,
3,
3,
8,
6,
11,
13,
9,
8,
17,
11,
6,
11,
10,
25,
13,
11,
13,
3,
6,
8,
7,
4,
7,
10,
9,
4,
12,
15,
16,
7,
10,
5,
12,
7,
15,
6,
6,
7,
8,
2,
8,
3,
8,
4,
12,
11,
7,
9,
4,
9,
14,
3,
3,
11,
9,
9,
8,
6,
9,
4,
4,
7,
5,
4,
10,
4,
2,
8,
3,
16,
4,
6,
5,
17,
5,
8,
7,
9,
5,
26,
6,
11,
6,
6,
5,
6,
8,
8,
5,
8,
15,
9,
7,
4,
9,
12,
8,
8,
5,
7,
8,
11,
9,
5,
11,
8,
6,
3,
6,
13,
5,
10,
10,
8,
7,
11,
7,
5,
9,
11,
9,
7,
4,
13,
7,
4,
7,
10,
10,
10,
14,
9,
9,
13,
19,
10,
7,
15,
6,
10,
12,
13,
20,
15,
13,
7,
21,
12,
6,
18,
6,
12,
12,
9,
9,
11,
19,
12,
10,
15,
17,
13,
16,
16,
15,
12,
10
] |
[
21,
15,
17,
14,
18,
15,
21,
24,
20,
16,
31,
34,
25,
27,
22,
31,
27,
37,
47,
57,
48,
36,
28,
27,
52,
49,
42,
39,
51,
54,
57,
94,
104,
111,
111,
150,
250,
1081,
1211,
925,
765,
508,
370,
202,
212,
204,
271,
132,
120,
70,
68,
80,
68,
37,
34,
41,
43,
33,
47,
48,
44,
22,
24,
25,
31,
40,
45,
59,
23,
22,
12,
46,
40,
19,
25,
28,
19,
13,
14,
17,
9,
15,
20,
13,
9,
17,
13,
22,
18,
14,
13,
17,
14,
12,
21,
15
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 900.00%",
"予測される変化率: [カラム_0] 予測される変化率: -28.57%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.48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: 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: downward",
"Historical change rate: [column_0] Historical change rate: 900.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -28.57%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.48 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 47",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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] 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 92.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1756,
1699,
1991,
2251,
2170,
1982,
1803,
1924,
1863,
1753,
2186,
2469,
2351,
2094,
1937,
2066,
1924,
2162,
2208,
1938,
1979,
1969,
2019,
1595,
1713,
1738,
1496,
1455,
1436,
1389,
1251,
1357,
1565,
1416,
1799,
2311,
2214,
2112,
2183,
2397,
2044,
1921,
2082,
2231,
1993,
2279,
2381,
2113,
2232,
2010,
1623,
1688,
1953,
2165,
1921,
1746,
1735,
1502,
1699,
1743,
1956,
1592,
1520,
1736,
2006,
1896,
2185,
2331,
1972,
1962,
1917,
1790,
1702,
1766,
2053,
1731,
1635,
1624,
1640,
1694,
1852,
1704,
1943,
2006,
1986,
1562,
1758,
2306,
2468,
1961,
2172,
1787,
1907,
1974,
2369,
2252,
1900,
1896,
2056,
2038,
1946,
2168,
2339,
2228,
1791,
2226,
2486,
2249,
2361,
2193,
1915,
2473,
2941,
2806,
2219,
2303,
2138,
2340,
2486,
2637,
2567,
2096,
2325,
2199,
1986,
2579,
1990,
1948,
1947,
2373,
2507,
2568,
2358,
2661,
2766,
2260,
2820,
2598,
2139,
26565,
11019,
6151,
5497,
5242,
4794,
4087,
3478,
3319,
2804,
2552,
2629,
3209,
2957,
2707,
2770,
2565,
2478,
3291,
2979,
2322,
2291,
2566,
2778,
2700,
2844,
2844,
2252,
2374,
2458,
2126,
2105,
2296,
2567,
2272,
2366,
2660,
1989,
3939,
3209,
2735,
2278,
2543,
2597,
2319,
2627,
3054,
3745,
3442,
3066,
3024,
3072,
2528,
2475,
2581,
2510,
1969,
1943,
1797,
2382,
2917,
2547,
2253,
2306,
2616,
2691,
2301,
2764,
2878,
2256,
2344,
2624,
2491,
2405,
2550,
2466,
2174,
2271,
2442,
2331,
2464,
2652,
2506,
2347,
2393,
2435,
2899,
2384,
3284,
2852,
2246,
2455,
2214,
2260,
2693,
2859,
2618,
2254,
2581,
2351,
2429,
2498,
2675,
2525,
2561,
2493,
2306,
2372,
2596,
3619,
3191,
3459,
2960,
3003,
2865,
2353,
2511,
2735,
2178,
2080,
2717,
2772,
2683,
2880,
2658,
2709,
2513,
3565,
2909,
3158,
3058,
2838,
2554,
3223,
2922,
2667,
2718,
2973,
3089,
3209,
7798,
2951,
2689,
2748,
3369,
3119,
2392,
2300,
2582,
2347,
2461,
3159,
2953,
2392,
2601,
2518,
2740,
2566,
3221,
3366,
2557,
2305,
2474,
3086,
3529,
3254,
3328,
3658,
3414,
3500,
3582,
3111,
3543,
3572,
2678,
3930,
2894,
2739,
2752,
3166,
3186,
2743,
2589,
2759,
3728,
7502,
8024,
4241,
3100,
2722,
3538,
2984,
3067,
3436,
3354,
2874,
2770,
2701,
3035,
3038,
3269,
3279,
3039,
3065,
3026,
2836,
2628,
3126,
3552,
2970,
2664,
2661,
2643,
2534,
2589,
2618,
2035,
2324,
2420,
2473,
2399,
2688,
2351,
2031,
2223,
2341,
2334,
2404,
2963,
3017,
2417,
2321,
2267,
2406,
2395,
2954,
2653,
2116,
2032,
2159,
2240,
2358,
2512,
2559,
2730,
2240,
2333,
2223,
2093,
2513,
2747,
2378,
2464,
2542,
2404,
2175,
2313,
2366,
2245,
2192,
2389,
2302,
2143,
2244,
2355,
2292,
2132,
2334,
3115,
2831,
2695,
2657,
2730,
2996,
2939,
2934,
2681,
2846,
2745,
2873,
2550,
2515,
2412,
2265,
2614,
2746,
3046,
2794,
3031,
2433,
2101,
2614,
2902,
2919,
2699,
2577,
2311,
2075,
2229,
2500,
2130,
2163,
2388,
2139,
2132,
2300,
2715,
2355,
2045,
1962,
2455,
2167,
2450,
2698,
2265,
2265,
2014,
1749,
1738,
1889,
1702,
1734,
2145,
2135,
2123,
2197,
2486,
2153,
1985,
1946,
1756,
1941,
1842,
2062,
2182,
1811,
1862,
1792,
1808,
1626,
1845,
1680,
1328,
1627,
1464,
1474,
1468,
1699,
1581,
1444,
1384,
1506,
1934,
1580,
1799,
1731,
1365,
1545,
1512,
1700,
2216,
2595,
2036,
1882,
1647,
1611,
1506,
1473,
1811,
1878,
1637,
1618,
1990
] |
[
2683,
2077,
2200,
2300,
1875,
1760,
1708,
2274,
1875,
1999,
2382,
2040,
1766,
1765,
1897,
2095,
1934,
1835,
1787,
1669,
1655,
1647,
1796,
2123,
2353,
2380,
2232,
2170,
1996,
1978,
1974,
2278,
1983,
9672,
2884,
2210,
2056,
1809,
1753,
5008,
4849,
3483,
2938,
2704,
3135,
3054,
2678,
2341,
2110,
1998,
1863,
2283,
2193,
1984,
1905,
2206,
2023,
2076,
2193,
2311,
1758,
1888,
1981,
1919,
2253,
2376,
2326,
2026,
2073,
2527,
2331,
2167,
2370,
2504,
2168,
2295,
2010,
1867,
1827,
2425,
2434,
1844,
1925,
1909,
2201,
2037,
2206,
2191,
2047,
1881,
1762,
1752,
1658,
1929,
2005,
1730
] |
[
"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: 13.33%",
"予測される変化率: [カラム_0] 予測される変化率: -35.52%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.52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: 45個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 13.33%",
"Forecasted change rate: [column_0] Forecasted change rate: -35.52%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.52 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
320,
296,
343,
386,
445,
308,
268,
287,
305,
313,
508,
396,
315,
297,
373,
336,
339,
364,
416,
359,
258,
308,
306,
310,
292,
399,
273,
283,
427,
352,
316,
395,
358,
361,
453,
396,
382,
399,
472,
472,
386,
345,
376,
544,
669,
849,
1015,
575,
552,
470,
396,
450,
509,
528,
395,
516,
824,
568,
433,
578,
532,
407,
385,
526,
438,
472,
476,
558,
504,
468,
486,
454,
513,
487,
576,
508,
452,
530,
1601,
1385,
1235,
1129,
1027,
1026,
988,
664,
667,
1439,
1209,
701,
640,
887,
1085,
1568,
1715,
1614,
1002,
995,
785,
1127,
1013,
1078,
1160,
1008,
661,
549,
869,
1049,
1073,
915,
664,
595,
483,
738,
702,
855,
834,
559,
509,
533,
812,
1009,
1047,
880,
699,
781,
540,
832,
752,
935,
835,
620,
602,
557,
608,
654,
757,
683,
506,
425,
482,
540,
467,
663,
1167,
688,
460,
402,
491,
553,
700,
619,
438,
431,
448,
623,
704,
848,
748,
655,
531,
493,
589,
713,
818,
970,
567,
512,
500,
560,
539,
870,
723,
510,
650,
660,
664,
921,
724,
660,
515,
531,
516,
436,
666,
636,
557,
811,
601,
510,
759,
11036,
3708,
2404,
6092,
2119,
1385,
1215,
1144,
1381,
1201,
706,
676,
705,
901,
852,
942,
867,
668,
556,
499,
649,
758,
951,
846,
603,
529,
607,
643,
660,
799,
850,
526,
512,
510,
711,
574,
744,
697,
482,
448,
447,
564,
605,
737,
596,
533,
460,
436,
757,
815,
836,
688,
549,
430,
446,
568,
624,
870,
716,
515,
492,
495,
487,
532,
656,
568,
467,
401,
383,
441,
499,
556,
523,
450,
413,
404,
379,
439,
521,
589,
469,
400,
429,
464,
379,
462,
675,
616,
482,
409,
405,
414,
474,
467,
517,
381,
342,
317,
351,
431,
464,
523,
350,
327,
370,
317,
491,
609,
431,
295,
360,
343,
506,
444,
463,
492,
455,
525,
476,
450,
632,
572,
504,
562,
336,
331,
323,
359,
442,
384,
336,
355,
423,
356,
388,
455,
398,
347,
321,
360,
331,
383,
375,
511,
326,
307,
294,
305,
390,
486,
351,
296,
316,
305,
299,
408,
386,
380,
228,
298,
283,
323,
367,
361,
299,
268,
285,
312,
263,
365,
412,
285,
289,
263,
256,
264,
341,
388,
348,
303,
266,
257,
281,
298,
447,
289,
277,
316,
283,
280,
341,
438,
648,
328,
302,
258,
286,
374,
368,
312,
291,
363,
322,
288,
313,
563,
378,
335,
285,
327,
274,
339,
363,
299,
289,
266,
304,
328,
341,
405,
487,
353,
315,
297,
291,
329,
832,
462,
402,
330,
302,
324,
364,
395,
378,
296,
280,
248,
294,
395,
633,
356,
313,
268,
254,
366,
481,
491,
409,
340,
286,
261,
302,
403,
405,
427,
495,
261,
324,
390,
401,
342,
251,
253,
250,
263,
385,
347,
421,
389,
279,
299,
295,
7475,
2114,
1313,
1038,
667,
562,
540,
5847,
2049,
1240,
976,
712,
633,
591,
12865,
3032,
1582,
1315,
793,
685,
707,
703,
735,
911,
691,
496,
515,
647,
527,
643,
712,
431,
421,
363,
388,
454,
658,
615,
424,
391,
401,
344,
323,
516,
523,
376,
352,
414
] |
[
300,
354,
434,
437,
374,
270,
293,
290,
417,
390,
416,
294,
281,
273,
264,
357,
408,
461,
337,
300,
329,
266,
329,
391,
393,
334,
286,
298,
274,
387,
383,
344,
321,
360,
314,
302,
341,
434,
409,
511,
709,
505,
377,
366,
427,
402,
11377,
1505,
768,
542,
580,
663,
653,
436,
404,
466,
385,
418,
478,
544,
390,
402,
332,
334,
348,
462,
442,
370,
332,
374,
387,
441,
600,
696,
620,
702,
781,
576,
1013,
689,
939,
514,
490,
583,
487,
445,
569,
648,
474,
359,
437,
411,
388,
485,
467,
387
] |
[
"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: 29.38%",
"予測される変化率: [カラム_0] 予測される変化率: 29.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.51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: 29.38%",
"Forecasted change rate: [column_0] Forecasted change rate: 29.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.51 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 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 66 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 66.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
3,
4,
3,
18,
10,
2,
7,
8,
6,
2,
6,
6,
5,
4,
7,
3,
4,
5,
7,
4,
2,
6,
7,
2,
2,
7,
3,
8,
7,
4,
4,
1,
2,
6,
3,
5,
4,
4,
4,
5,
7,
2,
2,
5,
3,
5,
8,
4,
8,
5,
4,
3,
3,
2,
4,
7,
4,
4,
3,
6,
9,
3,
9,
4,
2,
7,
9,
4,
7,
7,
6,
6,
1,
5,
5,
4,
5,
6,
6,
7,
11,
15,
3,
9,
5,
5,
4,
6,
7,
6,
4,
6,
6,
15,
5,
7,
5,
5,
1,
5,
4,
6,
4,
5,
5,
6,
6,
5,
4,
8,
5,
6,
7,
8,
0,
8,
4,
4,
12,
4,
7,
3,
4,
2,
4,
5,
7,
2,
6,
5,
2,
5,
6,
4,
9,
7,
6,
3,
8,
10,
5,
4,
7,
5,
8,
6,
5,
6,
10,
8,
0,
5,
3,
4,
5,
8,
11,
6,
8,
7,
8,
6,
10,
8,
13,
8,
10,
9,
10,
14,
10,
10,
5,
13,
10,
14,
4,
7,
12,
10,
7,
7,
9,
7,
13,
3,
6,
5,
3,
9,
6,
5,
3,
6,
7,
7,
8,
14,
5,
4,
9,
8,
7,
9,
7,
9,
7,
8,
4,
9,
6,
5,
15,
7,
10,
6,
57,
131,
6,
6,
8,
8,
12,
8,
5,
10,
6,
11,
16,
3,
8,
6,
6,
8,
6,
4,
7,
6,
3,
10,
13,
56,
3,
6,
3,
13,
9,
14,
7,
13,
12,
4,
9,
10,
7,
10,
12,
9,
7,
13,
7,
8,
6,
7,
12,
5,
7,
6,
13,
14,
8,
7,
8,
15,
21,
23,
11,
8,
7,
7,
12,
11,
13,
7,
7,
6,
15,
12,
8,
9,
5,
11,
7,
13,
15,
7,
6,
9,
12,
13,
6,
4,
5,
5,
8,
2,
1,
8,
8,
6,
6,
2,
5,
4,
7,
8,
15,
6,
6,
6,
6,
9,
7,
24,
12,
9,
12,
5,
11,
3,
7,
8,
9,
5,
12,
4,
3,
8,
10,
6,
7,
7,
4,
5,
10,
7,
10,
8,
4,
6,
4,
23,
6,
4,
9,
5,
13,
4,
6,
7,
7,
6,
5,
7,
6,
11,
6,
2,
14,
23,
9,
9,
4,
3,
6,
12,
6,
10,
4,
5,
5,
8,
7,
6,
4,
2,
5,
4,
7,
6,
6,
6,
3,
15,
4,
6,
6,
8,
8,
10,
2,
11,
11,
13,
2,
8,
6,
8,
6,
11,
3,
7,
5,
6,
7,
15,
4,
4,
4,
11,
5,
7,
7,
6,
12,
4,
4,
7,
4,
4,
6,
7,
5,
7,
6,
4,
9,
5,
9,
2,
9,
8,
6,
8,
3,
14,
8,
7,
3,
3,
8,
3,
2,
5,
7,
3,
5,
5,
8,
3,
8,
3,
3,
7,
3,
3,
12,
7,
6,
6,
6,
6,
10,
10,
10,
6,
4,
7,
2,
7,
3,
2,
5,
4,
6,
5,
9,
5,
7,
4,
8,
3,
7,
3,
3,
12,
6,
12,
7,
5,
5,
5,
8,
5,
4,
5,
5,
2,
4,
7,
4,
8
] |
[
6,
4,
5,
4,
6,
24,
43,
9,
11,
7,
5,
12,
6,
16,
15,
6,
8,
5,
1,
6,
3,
7,
9,
8,
8,
12,
12,
19,
10,
103,
7,
119,
7,
6,
8,
9,
2,
7,
12,
6,
7,
7,
9,
3,
2,
7,
5,
8,
5,
11,
10,
9,
9,
7,
4,
6,
9,
5,
7,
9,
8,
9,
8,
6,
9,
4,
2,
6,
9,
7,
9,
7,
5,
8,
5,
9,
10,
8,
9,
4,
8,
6,
12,
8,
11,
12,
6,
8,
11,
10,
15,
13,
15,
21,
13,
11
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 166.67%",
"予測される変化率: [カラム_0] 予測される変化率: 83.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.17倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 63個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 166.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 83.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.17 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 63",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 44 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
139,
146,
185,
138,
142,
109,
73,
101,
122,
251,
108,
113,
90,
110,
75,
267,
226,
211,
257,
196,
131,
123,
148,
96,
85,
98,
106,
116,
93,
104,
70,
137,
130,
128,
120,
91,
116,
138,
149,
305,
167,
151,
85,
119,
185,
119,
141,
342,
229,
149,
293,
253,
252,
180,
228,
574,
187,
154,
228,
199,
221,
231,
209,
176,
143,
153,
231,
199,
359,
220,
195,
181,
184,
155,
267,
547,
203,
275,
208,
153,
179,
206,
159,
153,
177,
189,
278,
287,
267,
379,
219,
178,
154,
186,
164,
154,
215,
223,
153,
141,
179,
148,
197,
265,
182,
142,
145,
155,
127,
197,
241,
127,
128,
190,
237,
197,
116,
265,
240,
915,
719,
396,
342,
620,
553,
2073,
409,
409,
237,
470,
303,
415,
307,
357,
235,
215,
392,
238,
329,
205,
250,
195,
212,
237,
219,
280,
306,
181,
161,
173,
162,
239,
338,
397,
291,
646,
293,
301,
291,
342,
208,
245,
419,
340,
231,
196,
345,
272,
2832,
336,
209,
263,
249,
393,
299,
255,
250,
286,
252,
233,
245,
228,
287,
280,
303,
366,
479,
583,
596,
531,
391,
408,
448,
494,
854,
2366,
1452,
745,
561,
654,
584,
2378,
1370,
955,
1417,
892,
1017,
2917,
2186,
1429,
1914,
1784,
1755,
4126,
2795,
2385,
1888,
1737,
1432,
2603,
1862,
1352,
1449,
1231,
1299,
1424,
1168,
1073,
1008,
1179,
1290,
937,
744,
693,
868,
699,
1064,
702,
648,
559,
603,
631,
684,
600,
581,
541,
498,
626,
499,
425,
526,
467,
365,
387,
294,
337,
328,
519,
386,
328,
306,
313,
354,
319,
349,
206,
226,
227,
203,
360,
191,
209,
217,
213,
180,
199,
179,
156,
185,
159,
267,
169,
164,
214,
130,
192,
148,
233,
224,
151,
120,
152,
286,
169,
166,
205,
173,
177,
200,
244,
169,
196,
290,
192,
206,
159,
186,
219,
181,
186,
246,
145,
147,
257,
165,
409,
250,
184,
266,
228,
266,
193,
222,
143,
142,
146,
135,
183,
158,
206,
256,
202,
141,
242,
199,
136,
109,
161,
126,
137,
92,
213,
182,
272,
276,
195,
653,
269,
298,
272,
201,
193,
219,
558,
326,
332,
297,
240,
248,
150,
141,
147,
189,
178,
180,
135,
154,
151,
111,
198,
205,
225,
218,
195,
136,
103,
142,
237,
249,
304,
414,
473,
231,
292,
221,
303,
246,
263,
282,
311,
195,
182,
164,
208,
145,
208,
150,
174,
232,
298,
174,
123,
169,
127,
192,
161,
187,
206,
303,
278,
149,
243,
240,
211,
196,
217,
274,
159,
141,
145,
151,
193,
293,
204,
152,
164,
157,
181,
167,
190,
158,
182,
118,
208,
165,
143,
113,
161,
224,
145,
240,
180,
209,
134,
155,
120,
205,
188,
167,
186,
199,
181,
291,
133,
107,
165,
229,
115,
173,
230,
156,
174,
213,
151,
173,
178,
146,
255,
173,
131,
126,
203,
165,
150,
204,
142,
167,
190,
156,
163,
171,
168,
198,
169,
154,
214,
209,
171,
265,
218,
205,
223,
142,
164,
218,
358,
237,
147,
170,
167,
186,
210,
261,
158,
137,
180,
204,
153,
166,
156,
188,
134
] |
[
115,
129,
114,
128,
136,
102,
98,
140,
175,
121,
154,
213,
170,
142,
126,
188,
185,
191,
145,
200,
172,
172,
196,
465,
189,
154,
167,
192,
245,
161,
131,
108,
174,
217,
200,
165,
122,
108,
136,
134,
210,
183,
138,
144,
175,
189,
198,
139,
191,
207,
223,
247,
191,
222,
146,
223,
176,
156,
191,
298,
135,
169,
176,
166,
394,
172,
273,
182,
123,
157,
212,
196,
179,
222,
188,
243,
196,
156,
325,
280,
170,
202,
248,
359,
298,
6236,
2104,
1028,
847,
537,
481,
535,
351,
469,
290,
347
] |
[
"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: -3.60%",
"予測される変化率: [カラム_0] 予測される変化率: 201.74%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.42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: -3.60%",
"Forecasted change rate: [column_0] Forecasted change rate: 201.74%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.42 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 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 6 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 88 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 6.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.