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
|
nn5_weekly_dataset.tsf
| 90 | 23 |
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[
"0"
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{
"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: 13.46%",
"予測される変化率: [カラム_0] 予測される変化率: 2.65%",
"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0.12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: 11個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 13.46%",
"Forecasted change rate: [column_0] Forecasted change rate: 2.65%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.12 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 11",
"First 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 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 38 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 8.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 38."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
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[
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[
"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: 3.74%",
"予測される変化率: [カラム_0] 予測される変化率: -1.46%",
"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: 16個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 3.74%",
"Forecasted change rate: [column_0] Forecasted change rate: -1.46%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.18 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 16",
"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 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 42 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 42."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
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[
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61.2177801157286,
84.1793792740662,
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[
"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: 38.28%",
"予測される変化率: [カラム_0] 予測される変化率: -2.63%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.15倍)",
"トレンド: [カラム_0] トレンドの強化: 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: 13個",
"最初のターニングポイント: [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: 38.28%",
"Forecasted change rate: [column_0] Forecasted change rate: -2.63%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.15 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 13",
"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 12 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 44 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 12.",
"Autocorrelation: [column_0] The autocorrelation is 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 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
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113.010204081633,
129.407596371882,
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[
"0"
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{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 21.89%",
"予測される変化率: [カラム_0] 予測される変化率: 0.81%",
"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0.11倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 15個",
"最初のターニングポイント: [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: 21.89%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.81%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.11 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 15",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 36 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 36."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
106.115202524987,
62.4145186743819,
45.7785376117833,
50.2498684902683,
68.6086270384008,
124.237243556023,
123.29857420787,
124.121121357538,
138.256180957391,
103.013809416455,
101.341399263545,
129.142556549185,
114.886901630721,
97.5407680168332,
115.412940557601,
76.9331930562863,
64.308258811152,
50.4208311415045,
47.3698053655971,
57.3776959495002,
53.0247238295634,
49.066280904787,
40.4786954234613,
46.4886901630721,
53.3666491320358,
52.4986849026827,
55.2077853761179,
89.5603638614836,
148.844950920926,
149.355602314571,
92.9773803261442,
137.07259337191,
140.820620725934,
138.203577064703,
117.440426986155,
118.805891635981,
145.557207627922,
129.497632824829,
116.583377169911,
55.0499736980536,
14.7816938453446,
36.638611257233,
88.2693319305628,
105.247238295634,
123.001052077854,
134.245134139926,
129.300368227249,
121.304576538664,
128.011572856391,
131.312467122567,
123.540241977906,
125.184113624408,
103.866386112572,
43.0825881115203,
48.4744871120462,
56.299316149395,
72.9089952656497,
131.825355076276,
119.857969489742,
130.247238295634,
121.646501841136,
94.542346133614,
94.8053655970541,
127.945817990531,
140.250476834606,
113.567152268588,
90.6102051551816,
80.1683324566019,
70.7653866386112,
57.9826407154131,
59.4950026301945,
49.8947922146238,
49.960547080484,
47.8169384534456,
39.4003156233561,
27.8800631246713,
56.273014203051,
39.255654918464,
54.3792740662808,
117.582851130984,
163.098369279327,
137.638085218306,
133.903208837454,
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116.899000526039,
123.947922146239,
136.329250269282,
128.208837453972,
126.341399263546,
137.059442398738
] |
[
149.86849026828,
85.3366649132035,
28.9058390320883,
22.1593897948448,
51.8937401367701,
91.7411888479748,
101.69647553919,
125.587141747809,
123.619147816938,
123.776959495003,
74.7379944437883,
80.2889277752131,
118.661230931089,
114.73132651272,
103.89492461898,
54.1294055760126,
61.7438190426091,
38.5718043135192,
48.7506575486586,
89.5844292477644,
113.637559179379,
120.213045765387,
113.755917937927
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 29.16%",
"予測される変化率: [カラム_0] 予測される変化率: -24.10%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.39倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 11個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 29.16%",
"Forecasted change rate: [column_0] Forecasted change rate: -24.10%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.39 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 11",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 24 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] ラグ 44 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 36 では、デー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 strong at lag 44.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 36."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
84.5739084692268,
102.367175170963,
98.0142030510258,
86.2703840084166,
87.5065754865861,
87.6775381378222,
102.866912151499,
81.4176749079431,
88.6244082062071,
86.8775653343925,
105.260389268806,
97.6591267753814,
88.6901630720673,
87.8748027354024,
102.077853761178,
117.254076801683,
67.6771445032511,
77.2773549188218,
90.6496580746975,
94.2398737506576,
81.6102874605918,
81.9305628616517,
69.0820620725934,
101.091530773277,
87.6380852183061,
87.1383482377695,
83.2982640715413,
103.221988427144,
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85.1262493424513,
83.022093634929,
87.9931614939507,
91.3203577064703,
78.7217254076802,
85.4418726985797,
79.405576012625,
102.248816412414,
81.7464492372436,
107.325092056812,
131.838506049448,
68.6086270384008,
70.7390846922673,
74.5265649658075,
84.0610205155181,
85.4944765912677,
105.036822724882,
83.968963703314,
83.863755917938,
82.7196212519727,
104.879011046817,
112.112046291426,
84.4446352975698,
92.793266701736,
114.36086270384,
115.952130457654,
85.1130983692793,
84.9158337716991,
104.484481851657,
95.0552340873224,
64.4792214623882,
100.026301946344,
94.4239873750656,
121.265123619148,
90.4918463966334,
100.626594667325,
96.1552637888401,
77.3408732246185,
108.771699105734,
88.1904260915308,
88.6112572330352,
103.024723829563,
97.1725407680169,
89.6501841136243,
89.5055234087323,
83.7848500789058,
92.872172540768,
88.0983692793266,
94.4371383482377,
87.7301420305101,
99.8158863755918,
97.3435034192531,
78.0641767490795,
87.1120462914256,
88.6375591793792,
94.8974224092584,
82.7590741714887,
89.104105608577,
87.493424513414,
97.4092582851131,
91.6096791162546
] |
[
101.459758022094,
124.658074697528,
83.8769068911099,
74.8158863755918,
76.4992109416097,
72.8037874802735,
68.9637033140452,
80.2735402419779,
80.2209363492898,
90.7943187795897,
81.4308258811152,
80.9705418200947,
78.8532351394004,
85.1788532351394,
88.0852183061546,
92.9905312993162,
73.4481851657024,
88.1509731720146,
84.0478695423461,
56.0625986322988,
106.930562861652,
118.490268279853,
103.774329300368
] |
[
"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: 8.32%",
"予測される変化率: [カラム_0] 予測される変化率: 2.28%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.14倍)",
"トレンド: [カラム_0] トレンドの変化: 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: 13個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 8.32%",
"Forecasted change rate: [column_0] Forecasted change rate: 2.28%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.14 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 13",
"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 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 42 では、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 42."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
49.4871120462915,
45.9889531825356,
71.4086287680073,
59.784324039979,
55.8258811152025,
55.431351920042,
50.0920568122041,
54.1557075223567,
53.2482903734877,
65.9675179908891,
65.8337716991057,
54.2477643345607,
56.9568648079958,
55.0368227248817,
55.7075223566544,
54.6817464492372,
59.0741714886902,
59.1662283008943,
58.9163598106259,
63.8085218306155,
58.5086796422935,
58.4166228300894,
56.7859021567596,
61.6123093108891,
60.6522882693319,
53.4324039978958,
53.8926880589164,
58.4692267227775,
54.2872172540768,
51.7227774855339,
49.0794318779589,
77.5512887953709,
58.9689637033141,
52.4855339295108,
51.9594950026302,
66.5965281430826,
51.841136244082,
50.8416622830089,
52.2751183587586,
68.9505523408732,
32.9168858495529,
43.4508153603366,
34.9552866912152,
72.4500233198662,
102.419779063651,
105.68122041031,
112.309310889006,
108.008942661757,
102.932667017359,
115.570752235665,
110.941609679116,
111.296685954761,
110.941609679116,
147.869542346134,
127.288269331931,
110.862703840084,
107.640715412941,
117.964229352972,
124.986849026828,
116.885849552867,
118.832193582325,
120.489216201999,
143.990005260389,
123.987375065755,
117.801765629977,
121.576094930345,
109.587059442399,
133.245660178853,
125.447133087848,
118.569174118885,
131.325618095739,
139.413466596528,
145.134139926355,
150.433982114677,
158.311415044713,
145.265649658075,
117.68805891636,
122.830089426618,
127.446081009995,
127.538137822199,
132.11467648606,
111.09942135718,
118.726985796949,
126.82798527091,
137.53287743293,
123.882167280379,
105.334643062906,
127.064702788006,
138.637559179379,
144.991715781526
] |
[
128.011572856391,
162.13834823777,
107.732772225145,
115.689110994213,
113.887427669648,
113.335086796423,
112.085744345082,
143.345607574961,
124.316149395055,
119.345081536034,
121.199368753288,
138.663861125723,
121.580746975276,
106.207259337191,
141.635981062599,
115.347185691741,
139.702788006312,
140.873224618622,
134.836927932667,
97.3566543924249,
146.002104155708,
129.155707522357,
130.523408732246
] |
[
"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: 192.99%",
"予測される変化率: [カラム_0] 予測される変化率: 1.96%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.36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: 15個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 192.99%",
"Forecasted change rate: [column_0] Forecasted change rate: 1.96%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.36 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 15",
"First 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 16 でのデータに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 42 では、デー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 16.",
"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 42."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
62.0725933719095,
68.8453445554971,
87.3882167280379,
65.1499210941609,
59.7711730668069,
67.4381904260915,
79.3815106263441,
65.2682798527091,
68.6743819042609,
70.0443196742137,
74.2503945291952,
74.3161493950553,
68.832193582325,
63.9663335086797,
76.9726459758022,
75.4076801683325,
78.7480273540242,
79.2214623882167,
81.6806943713835,
81.194108364019,
75.4471330878486,
75.9994739610731,
74.6975276170436,
81.4702788006313,
73.0142030510257,
73.9742240925828,
68.2403997895845,
70.7653866386113,
81.8275916363389,
70.0552340873225,
69.1741188847975,
73.3692793266701,
75.907417148869,
65.8600736454498,
68.8979484481852,
62.9537085744345,
87.8112844296057,
70.7127827459232,
76.6833245660178,
95.0815360336665,
75.3024723829564,
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57.8248290373487,
60.8758548132561,
64.6107311941084,
64.9526564965808,
72.1725407680169,
63.7559179379274,
54.550236717517,
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69.9368753287744,
70.0552340873224,
73.6980536559705,
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78.1562335612835,
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92.5913500592242,
79.2346133613888,
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88.5718043135191,
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81.7069963177276,
54.3135192004208,
91.12309310889
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[
59.1004734350342,
57.0226196738558,
45.6075749605471,
72.8037874802735,
69.1215149921095,
72.4618621778012,
72.290899526565,
79.6028406102051,
69.8207531302895,
75.841662283009,
72.9089952656498,
67.8149166031484,
77.735402419779,
72.8169384534455,
82.0357706470278,
78.4192530247238,
80.3129931614939,
86.8095739084692,
78.4061020515518,
68.5691741188848,
91.2677538137822,
78.5113098369279,
85.0341925302472
] |
[
"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: 46.80%",
"予測される変化率: [カラム_0] 予測される変化率: 43.88%",
"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0.13倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 17個",
"最初のターニングポイント: [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: 46.80%",
"Forecasted change rate: [column_0] Forecasted change rate: 43.88%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.13 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 17",
"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 16 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 36 では、デー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 16.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 36."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
100.762756443977,
116.096791162546,
106.142816586568,
109.297738032614,
114.479221462388,
112.966859547607,
160.875854813256,
119.765912677538,
113.926880589164,
123.437270752594,
130.562861651762,
125.355076275644,
120.015781167806,
121.304576538664,
143.187795896896,
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123.290373487638,
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111.625460284061,
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112.283008942662,
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127.02524986849,
146.488690163072,
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140.149921094161,
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112.276120337667,
89.1241451867439,
127.958968963703,
108.179905312993
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[
155.365597054182,
162.322461862178,
111.559705418201,
111.796422935297,
122.514466070489,
114.005786428196,
117.49079431878,
112.429906207617,
132.548658600737,
119.055760126249,
146.054708048395,
133.140452393477,
103.274592319832,
108.245660178853,
114.794844818517,
118.503419253025,
131.141504471331,
117.306680694371,
108.140452393477,
98.2640715412941,
135.178853235139,
121.514992109416,
126.604418726986
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 7.36%",
"予測される変化率: [カラム_0] 予測される変化率: -18.51%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.12倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 14個",
"最初のターニングポイント: [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: 7.36%",
"Forecasted change rate: [column_0] Forecasted change rate: -18.51%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.12 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 14",
"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 12 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 36 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 12.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 36."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
113.818027210884,
122.222222222222,
144.926303854875,
126.147959183673,
115.958049886621,
112.996031746032,
140.348639455782,
115.121882086168,
110.898526077097,
131.986961451247,
134.013605442177,
120.252267573696,
129.053287981859,
128.784013605442,
138.506235827664,
120.677437641723,
127.225056689342,
145.847505668934,
143.679138321996,
141.454081632653,
126.913265306122,
145.025510204082,
149.645691609977,
174.121315192744,
130.598072562358,
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137.074829931973,
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119.642857142857,
137.159863945578,
119.047619047619,
129.265873015873,
160.402494331066,
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100.793650793651,
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100.028344671202,
101.757369614512,
103.032879818594,
111.777210884354,
111.295351473923,
109.69387755102,
113.43537414966,
115.94387755102,
109.69387755102,
111.663832199547,
141.581632653061,
129.861111111111,
120.15306122449,
144.954648526077,
118.381519274377,
133.761791144654,
121.641156462585,
121.003401360544,
144.005102040816,
139.753401360544,
108.829365079365,
121.55612244898,
128.543083900227,
135.289115646258,
116.695011337868,
108.304988662132,
128.869047619048,
131.944444444445,
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139.342403628118,
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144.68537414966,
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137.939342403628,
126.374716553288,
126.672335600907,
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102.82029478458,
132.18537414966,
130.952380952381,
96.2159863945579,
115.447845804989,
123.795351473923,
138.959750566893,
129.6910430839
] |
[
149.121315192744,
163.803854875283,
118.721655328798,
99.985827664399,
105.541383219955,
110.530045351474,
115.391156462585,
122.732426303855,
116.893424036281,
123.313492063492,
114.285714285714,
114.980158730159,
123.228458049887,
125.581065759637,
132.780612244898,
132.18537414966,
137.854308390023,
143.353174603175,
144.52947845805,
111.904761904762,
152.678571428571,
140.079365079365,
136.536281179138
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 13.95%",
"予測される変化率: [カラム_0] 予測される変化率: -8.44%",
"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0.13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: 11個",
"最初のターニングポイント: [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: 13.95%",
"Forecasted change rate: [column_0] Forecasted change rate: -8.44%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.13 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 11",
"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 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 40 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data 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 40."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
131.325618095739,
158.534981588638,
153.353498158864,
133.140452393477,
143.21409784324,
148.724355602315,
162.600868858853,
172.330352446081,
138.755917937927,
132.524593214456,
147.238295633877,
133.166754339821,
142.648605996844,
131.799053129932,
147.396107311941,
124.434508153603,
120.278800631247,
149.566017885324,
158.087848500789,
135.007890583903,
142.004208311415,
126.394003156234,
131.496580746975,
152.590741714887,
135.152551288795,
125.854813256181,
128.077327722251,
137.611783271962,
104.045847692049,
112.40136770121,
131.562335612835,
138.96633350868,
153.91899000526,
136.309836927933,
139.544976328248,
139.281956864808,
143.1242775911,
161.165176223041,
148.10625986323,
155.865334034718,
131.048225006292,
90.7811678064176,
106.930562861652,
117.609153077328,
99.5528669121515,
116.925302472383,
125.460284061021,
151.459758022094,
135.231457127828,
138.085218306155,
116.346659652814,
127.064702788006,
128.616517622304,
173.43503419253,
165.334034718569,
134.731720147291,
134.863229879011,
129.655444502893,
120.581273014203,
124.210941609679,
127.09100473435,
125.368227248816,
168.279852709101,
148.487638085218,
142.880671469008,
134.319387934027,
206.956864807996,
140.938979484482,
133.245660178853,
144.029458179905,
147.606522882693,
120.502367175171,
139.952656496581,
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141.662283008943,
152.380326144135,
138.624408206207,
112.73014203051,
129.024197790636,
146.712256706996,
154.892162019989,
120.397159389795,
108.206207259337,
140.268279852709,
163.453445554971,
125.775907417149,
146.560707397109,
133.784850078906,
177.893214097843,
149.342451341399
] |
[
151.814834297738,
195.647027880063,
141.32035770647,
111.980536559705,
115.518148342977,
122.356654392425,
139.018937401368,
160.270910047344,
159.245134139926,
142.859021567596,
131.891109942136,
170.528669121515,
145.476065228827,
138.006312467123,
112.321239209343,
135.96791162546,
143.161493950552,
123.474487112046,
121.357180431352,
107.627564439769,
148.724355602314,
142.240925828511,
124.355602314571
] |
[
"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: 13.72%",
"予測される変化率: [カラム_0] 予測される変化率: -18.09%",
"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0.13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: 9個",
"最初のターニングポイント: [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: 13.72%",
"Forecasted change rate: [column_0] Forecasted change rate: -18.09%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.13 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 9",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 24 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 34 では、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 34."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
34.2687074829932,
44.1326530612245,
69.5719954648526,
48.781179138322,
36.6780045351474,
38.3219954648526,
61.1193192865433,
45.3231292517007,
48.6394557823129,
59.6513605442178,
62.3015873015873,
55.1162131519274,
58.2057823129252,
67.3894557823129,
62.2732426303855,
63.9455782312925,
63.2794784580499,
85.8418367346939,
62.1740362811791,
77.735260770975,
79.3367346938776,
81.9302721088435,
72.5340136054422,
70.9608843537415,
61.9472789115647,
64.8809523809523,
70.124716553288,
53.5005668934241,
50.6660997732426,
47.1230158730159,
52.8911564625851,
57.7664399092971,
47.406462585034,
39.7675736961451,
36.2386621315193,
36.125283446712,
52.2392290249433,
29.7760770975057,
31.1366213151928,
47.4348072562358,
36.1536281179138,
40.1785714285715,
27.1825396825397,
27.6927437641723,
28.3730158730159,
38.0527210884353,
37.6275510204082,
44.4019274376418,
34.297052154195,
41.2698412698413,
45.7766439909297,
37.7976190476191,
40.2777777777778,
71.5986394557824,
64.7392290249432,
45.422335600907,
40.0085034013606,
43.1547619047619,
82.1603172217511,
47.6899092970522,
51.218820861678,
58.6592970521542,
75.7653061224491,
63.9314058956916,
75.0283446712018,
78.0187074829932,
70.6065759637187,
73.2284580498866,
80.6264172335602,
73.2568027210885,
81.9586167800453,
90.0085034013606,
105.328798185941,
83.843537414966,
98.5827664399094,
93.8492063492062,
70.0680272108844,
71.0034013605443,
70.734126984127,
70.6349206349207,
61.6921768707483,
54.5918367346939,
53.188775510204,
66.7800453514739,
63.6479591836734,
41.6950113378685,
54.577664399093,
40.5895691609977,
39.3849206349206,
39.7534013605442
] |
[
39.8242630385488,
46.1026077097506,
46.3577097505669,
48.8520408163265,
33.6592970521542,
33.6451247165533,
33.531746031746,
37.8968253968254,
32.0294784580499,
37.65589569161,
48.483560090703,
47.3639455782313,
43.28231292517,
46.2301587301587,
49.0504535147392,
48.9229024943311,
56.859410430839,
78.3730158730159,
67.4036281179139,
51.3605442176871,
66.2273242630386,
61.9756235827664,
67.3611111111111
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 16.00%",
"予測される変化率: [カラム_0] 予測される変化率: 69.15%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.31倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 12個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 16.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 69.15%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.31 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 12",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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] ラグ 4 での自己相関は強いです。",
"部分自己相関: [カラム_0] ラグ 36 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 44 では、デー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 30.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 4.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 36.",
"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 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
108.695029826765,
115.79431877959,
127.774855339295,
110.402419779064,
112.572330352446,
119.818516570226,
126.420305102578,
115.439242503945,
99.7501315097317,
121.859153971952,
134.481851657023,
116.175697001578,
120.712782745923,
116.092139117614,
136.257233035245,
120.528669121515,
121.843766438717,
127.606129248122,
135.981062598632,
139.742240925828,
130.891635981063,
120.804839558127,
99.153387464051,
117.872172540768,
124.60547080484,
110.455023671752,
116.557075223566,
121.935823250921,
110.44187269858,
109.587059442399,
119.108364018937,
130.22093634929,
120.620725933719,
117.069963177275,
112.677538137822,
112.019989479221,
125.841662283009,
129.931614939505,
137.835349815886,
165.123619147817,
87.440820620726,
91.2414518674382,
91.8332456601789,
77.3934771173067,
103.905839032088,
71.9621251972646,
104.129405576012,
110.796948974224,
107.574960547081,
115.110468174645,
116.491320357707,
113.532351394003,
120.120988953183,
152.419779063651,
142.109416096791,
117.911625460284,
107.811678064177,
115.833771699106,
127.02524986849,
124.855339295108,
108.642425934077,
139.334560757496,
147.290899526565,
129.918463966333,
153.664469470061,
110.345163841444,
128.997895844293,
151.801683324566,
127.22251446607,
129.195160441873,
141.609679116255,
145.186743819043,
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132.877432930037,
127.814308258811,
129.096215024674,
132.088374539716,
140.426091530773,
141.714886901631
] |
[
151.749079431878,
168.332456601788,
106.575486586007,
103.629668595476,
105.576012624934,
117.148869016307,
114.137296159916,
118.884797475013,
119.568648079958,
120.278800631247,
112.046291425566,
136.309836927933,
120.817990531299,
116.741188847975,
137.440820620726,
121.988427143609,
121.988427143609,
108.035244608101,
107.259337190952,
91.7937927406628,
125.302472382956,
121.501841136244,
109.928984744871
] |
[
"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: 30.38%",
"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: 中程度の変動 (標準偏差は平均値の0.13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: 11個",
"最初のターニングポイント: [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: 30.38%",
"Forecasted change rate: [column_0] Forecasted change rate: -27.56%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.13 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 11",
"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 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 38 では、デー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 38."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
110.019841269841,
121.357709750567,
127.749433106576,
114.484126984127,
123.823696145125,
113.336167800453,
101.397097064321,
94.6428571428571,
114.937641723356,
115.433673469388,
127.82029478458,
118.778344671202,
110.827664399093,
111.550453514739,
123.327664399093,
120.904195011338,
116.043083900227,
120.450680272109,
120.493197278912,
119.444444444444,
112.089002267574,
118.239795918367,
123.809523809524,
135.586734693878,
111.777210884354,
116.935941043084,
116.043083900227,
116.128117913832,
101.799886621315,
100.977891156463,
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109.325396825397,
122.094671201814,
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113.506235827664,
129.294217687075,
137.65589569161,
121.598639455782,
123.398526077097,
152.35260770975,
97.6190476190476,
95.875850340136,
90.8304988662132,
99.2630385487527,
99.560657596372,
120.93253968254,
104.039115646259,
99.2913832199546,
99.4614512471655,
120.422335600907,
110.104875283447,
121.811224489796,
106.193310657596,
117.50283446712,
127.919501133787,
105.640589569161,
129.790249433107,
111.181972789116,
123.330952142386,
110.232426303855,
117.162698412698,
114.937641723356,
108.914399092971,
108.596546631979,
108.163265306122,
110.530045351474,
107.638888888889,
122.647392290249,
112.953514739229,
119.260204081633,
106.816893424036,
120.110544217687,
113.492063492064,
105.47052154195,
116.935941043084,
129.719387755102,
113.222789115646,
107.539682539683,
113.846371882086,
126.034580498866,
121.626984126984,
107.8089569161,
105.300453514739,
121.669501133787,
133.545918367347,
113.74716553288,
118.976757369615,
112.613378684807,
127.664399092971,
122.080498866213
] |
[
114.073129251701,
150.170068027211,
105.286281179138,
112.81179138322,
107.199546485261,
103.302154195011,
112.740929705216,
136.72052154195,
117.020975056689,
129.166666666667,
116.482426303855,
142.928004535147,
116.08560090703,
110.048185941043,
81.1649659863945,
103.075396825397,
125.864512471655,
129.591836734694,
126.856575963719,
97.5907029478459,
138.194444444445,
114.342403628118,
127.777777777778
] |
[
"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: 10.96%",
"予測される変化率: [カラム_0] 予測される変化率: 12.01%",
"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0.11倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 15個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 10.96%",
"Forecasted change rate: [column_0] Forecasted change rate: 12.01%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.11 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 15",
"First 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 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 38 では、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 38."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
176.63072067333,
189.110994213572,
164.603842589113,
181.154655444503,
159.100473435034,
206.299316149395,
122.225144660705,
182.693319305629,
128.395187638443,
183.274198685261,
226.183587585481,
204.892162019989,
198.658600736455,
215.781167806418,
207.022619673856,
204.168858495529,
205.168332456602,
199.447659126775,
188.427143608627,
164.886901630721,
172.080483955813,
173.540241977906,
171.291425565492,
146.4755391899,
205.234087322462,
196.149001420663,
190.334034718569,
204.734350341925,
216.18884797475,
146.593897948448,
186.625460284061,
193.621778011573,
217.201472908995,
202.840610205155,
182.154129405576,
167.924776433456,
216.688584955287,
216.820094687007,
161.138874276696,
245.186743819043,
116.399263545502,
170.107837980011,
178.182535507628,
182.930036822725,
188.348237769595,
220.831141504471,
217.806417674908,
193.437664387165,
156.115202524987,
208.916359810626,
186.467648605997,
207.272488164124,
186.586007364545,
203.274592319832,
212.624934245134,
236.454497632825,
184.521304576539,
257.193582325092,
213.006312467123,
216.701735928459,
198.947922146239,
188.558653340347,
236.204629142557,
222.698579694897,
180.808078097099,
204.137904504253,
191.793792740663,
247.133087848501,
211.309836927933,
172.211993687533,
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211.112572330352,
183.968963703314,
197.264597580221,
186.875328774329,
212.033140452393,
197.343503419253,
211.073119410836,
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223.829563387691,
201.301946344029,
201.580353340705,
219.095213045765,
195.002630194634,
265.228826933193,
210.58188135854,
196.994689511786,
194.331930562862,
231.78590215676,
222.106785902157
] |
[
227.104155707522,
253.45870594424,
156.667543398212,
160.63913729616,
181.667543398212,
186.993687532877,
201.854287217254,
213.229879011047,
196.67280378748,
201.525512887954,
189.939505523409,
187.901104681746,
127.208140840064,
173.185165702262,
199.000526038927,
187.164650184114,
208.456075749605,
161.779689738424,
176.749079431878,
174.237243556023,
218.08258811152,
184.350341925303,
201.801683324566
] |
[
"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: 25.75%",
"予測される変化率: [カラム_0] 予測される変化率: -11.14%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.14倍)",
"トレンド: [カラム_0] トレンドの変化: 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: 14個",
"最初のターニングポイント: [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: 25.75%",
"Forecasted change rate: [column_0] Forecasted change rate: -11.14%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.14 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 14",
"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 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 40 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward 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 40."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
106.462585034014,
115.873015873016,
108.375850340136,
99.4614512471656,
108.971088435374,
112.230725623583,
125.085034013605,
107.284580498866,
108.27664399093,
109.05612244898,
114.143990929705,
112.117346938775,
123.880385487528,
115.92970521542,
123.143424036281,
125.566893424036,
104.393424036281,
110.657596371882,
115.688775510204,
128.44387755102,
106.079931972789,
118.920068027211,
139.356575963719,
107.171201814059,
123.426870748299,
109.452947845805,
106.816893424036,
120.181405895692,
114.880952380952,
111.026077097506,
114.002267573696,
126.998299319728,
124.036281179138,
116.071428571429,
113.364512471655,
111.933106575964,
145.507369614512,
119.912131519274,
123.370181405896,
173.030045351474,
97.0804988662131,
95.8333333333333,
97.3497732426304,
104.662698412698,
111.748866213152,
92.9280045351474,
101.218820861678,
106.065759637188,
106.788548752835,
124.461451247166,
111.522108843537,
109.920634920635,
117.573696145125,
134.835600907029,
120.861678004535,
114.498299319728,
118.934240362812,
113.463718820862,
85.0656460199369,
124.617346938776,
115.901360544218,
119.231859410431,
143.551587301587,
134.793083900227,
124.574829931973,
133.545918367347,
138.59126984127,
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111.09693877551,
107.624716553288,
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135.388321995465,
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126.318027210884,
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131.108276643991,
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137.528344671202,
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125.821995464853,
143.197278911565,
126.729024943311,
129.166666666667,
131.774376417234,
150.694444444445,
148.497732426304
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[
140.787981859411,
178.259637188209,
128.047052154195,
109.835600907029,
117.417800453515,
128.004535147392,
133.007369614512,
143.650793650794,
102.069160997732,
131.802721088435,
131.108276643991,
146.938775510204,
127.593537414966,
128.727324263038,
131.306689342404,
130.739795918367,
144.359410430839,
146.159297052154,
135.274943310658,
120.521541950113,
147.689909297052,
137.145691609977,
140.405328798186
] |
[
"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: 39.48%",
"予測される変化率: [カラム_0] 予測される変化率: -0.27%",
"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0.13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: 15個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 39.48%",
"Forecasted change rate: [column_0] Forecasted change rate: -0.27%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.13 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 15",
"First 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 16 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 44 では、デー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 16.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
106.706996317728,
107.298790110468,
90.1581218143929,
105.063124671226,
106.088900578643,
136.441346659653,
136.731980184674,
116.925302472383,
122.922146238822,
124.673462230763,
142.254076801683,
131.943713834824,
120.252498684903,
116.004734350342,
158.61388742767,
136.217780115728,
113.598106259863,
113.205813624766,
106.102051551815,
110.455023671752,
104.576538663861,
101.104681746449,
93.779589689637,
83.7716991057338,
113.374539715939,
121.620199894792,
113.466596528143,
168.834430142388,
146.186217780116,
151.196738558653,
144.423987375066,
159.902682798527,
171.34402945818,
161.007364544976,
160.63913729616,
151.82798527091,
183.179905312993,
122.001578116781,
135.63913729616,
139.873750657549,
68.3324566017885,
96.5938979484482,
120.647027880063,
139.62388216728,
148.461336138874,
162.085744345082,
150.841662283009,
142.359284587059,
143.805891635981,
159.928984744871,
177.774855339295,
158.298264071541,
146.778011572856,
121.580746975276,
143.437664387165,
123.36927932667,
141.530773277222,
164.597580220936,
185.126249342451,
171.107311941084,
168.897948448185,
165.228826933193,
182.009468700684,
183.968963703314,
152.862260106568,
149.798083357488,
184.087322461862,
193.726985796949,
155.457653866386,
148.724355602315,
154.839558127301,
158.758548132562,
156.404523934771,
146.988427143609,
137.243556023146,
166.017885323514,
99.8158863755918,
132.469752761704,
156.128353498159,
270.002630194634,
274.894792214624,
185.981062598632,
153.605603209195,
217.148869016307,
243.34560757496,
207.193582325092,
175.519150321886,
146.234169627872,
190.123619147817,
200.920568122041
] |
[
185.849552866912,
172.830089426618,
87.6929256710575,
119.936875328774,
162.914255654918,
183.74539715939,
174.883877801515,
201.933193056286,
201.104681746449,
203.037874802735,
174.079431877959,
219.923724355602,
154.052736297044,
182.930036822725,
175.486586007365,
197.172540768017,
184.192530247238,
153.748027354024,
182.667017359285,
183.232509205681,
232.877432930037,
213.295633876907,
206.891109942136
] |
[
"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: 88.29%",
"予測される変化率: [カラム_0] 予測される変化率: 11.32%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.24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: 14個",
"最初のターニングポイント: [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: 88.29%",
"Forecasted change rate: [column_0] Forecasted change rate: 11.32%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.24 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 14",
"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 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 40 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward 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 not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 40."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
126.530612244898,
151.757369614512,
145.946712018141,
144.982993197279,
152.976190476191,
144.175170068027,
174.461451247166,
144.52947845805,
145.408163265306,
123.922902494331,
150.864512471655,
148.511904761905,
140.206916099773,
145.663265306122,
155.300453514739,
123.370181405896,
136.040249433107,
104.294217687075,
133.319160997732,
120.266439909297,
146.527777777778,
136.72052154195,
151.119614512472,
175.751133786848,
147.548185941043,
155.428004535147,
147.463151927438,
152.848639455782,
158.248299319728,
143.764172335601,
150.141723356009,
155.668934240363,
152.862811791383,
156.590136054422,
166.326530612245,
182.624716553288,
222.137188208617,
187.542517006803,
212.273242630385,
269.175170068027,
123.086734693878,
139.781746031746,
149.787414965986,
150.524376417234,
171.612811791383,
162.230725623583,
143.197278911565,
128.174603174603,
108.914399092971,
150.113378684807,
139.21485260771,
158.758503401361,
151.147959183673,
188.081065759637,
160.104875283447,
124.333900226757,
164.0589569161,
163.27947845805,
166.386507697942,
165.972222222222,
170.663265306122,
169.827097505669,
128.245464852608,
166.836734693878,
173.115079365079,
168.395691609977,
172.888321995465,
172.052154195011,
173.030045351474,
148.993764172336,
163.718820861678,
174.348072562358,
164.441609977324,
170.649092970522,
139.965986394558,
194.37358276644,
148.767006802721,
172.123015873016,
153.925736961451,
172.576530612245,
212.202380952381,
170.606575963719,
139.625850340136,
188.194444444444,
188.492063492063,
169.359410430839,
164.980158730159,
191.340702947846,
196.301020408163,
191.695011337868
] |
[
180.442176870748,
258.333333333333,
218.735827664399,
167.729591836735,
156.746031746032,
159.297052154195,
183.149092970522,
198.001700680272,
185.430839002268,
181.391723356009,
189.413265306122,
121.176757131048,
165.787981859411,
169.600340136054,
180.357142857143,
193.43820861678,
180.612244897959,
184.169501133787,
172.987528344671,
141.87925170068,
187.65589569161,
182.553854875283,
184.396258503401
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 51.50%",
"予測される変化率: [カラム_0] 予測される変化率: 2.19%",
"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0.16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: 13個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 51.50%",
"Forecasted change rate: [column_0] Forecasted change rate: 2.19%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.16 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 13",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 20 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 44 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 20.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
127.827459231983,
155.023671751709,
151.144134665965,
116.557075223567,
131.075749605471,
147.409258285113,
149.210941609679,
142.727511835876,
133.692793266702,
137.916492214982,
163.808521830616,
138.834823776959,
145.673329826407,
150.355076275644,
170.094687006839,
181.536033666491,
167.503945291952,
172.211993687533,
171.002104155708,
199.263545502367,
175.736454497633,
164.597580220936,
160.231457127827,
179.734350341925,
157.233035244608,
148.408732246186,
143.358758548132,
148.198316675434,
149.302998421883,
138.190426091531,
138.690163072067,
142.503945291952,
147.290899526565,
141.359810625986,
134.521304576539,
132.693319305629,
152.761704366123,
156.286165176223,
170.120988953183,
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112.901104681746,
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118.319305628616,
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148.816412414519,
134.093584830039,
136.296685954761,
157.167280378748,
159.00841662283
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[
168.043135192004,
205.457653866386,
129.563387690689,
125.052603892688,
132.732772225145,
119.279326670174,
117.690295476423,
129.445028932141,
121.751709626512,
134.113624408206,
121.554445028932,
137.112046291426,
127.248816412414,
130.970541820095,
144.042609153077,
142.175170962651,
159.363492898474,
152.880063124671,
153.248290373487,
100.486586007364,
110.547080483956,
160.494476591268,
158.74539715939
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 24.39%",
"予測される変化率: [カラム_0] 予測される変化率: -5.53%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.13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: 17個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 24.39%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.53%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.13 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 17",
"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 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 40 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 26.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 40."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
67.9510783798002,
79.7343503419253,
76.4071541294054,
80.8258811152025,
75.3945291951605,
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85.2446081009995,
84.4950026301947,
90.809706312825,
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84.4423987375066,
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82.8511309836928,
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65.9675179908891,
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100.105207785376,
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90.2156759600212,
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102.577590741715,
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119.542346133614,
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101.407154129405,
114.873750657549,
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92.6617569700158,
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101.538663861126,
119.634402945818,
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104.497632824829,
118.266701735928,
118.293003682273,
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160.284061020515,
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134.179379274066,
116.839508028356,
101.459758022094,
125.946870068385,
107.259337190952
] |
[
81.0516842191901,
135.257759074172,
96.2914255654919,
108.258811152025,
100.289321409784,
85.9679116254603,
96.2388216728037,
114.189900052604,
119.266175697002,
114.479221462388,
110.099947396107,
136.507101525513,
124.329300368227,
111.09942135718,
123.001052077854,
129.642293529721,
133.153603366649,
149.894792214624,
117.438190426092,
108.153603366649,
164.62388216728,
122.514466070489,
134.402945817991
] |
[
"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: 57.85%",
"予測される変化率: [カラム_0] 予測される変化率: 65.82%",
"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: 13個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 57.85%",
"Forecasted change rate: [column_0] Forecasted change rate: 65.82%",
"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: 13",
"First 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 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 40 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward 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 not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 40."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
67.2277748553393,
82.127827459232,
73.6059968437664,
69.3582325092057,
75.8501612112493,
76.9413937765181,
95.1232255132459,
78.9321409784324,
69.6760924253973,
94.2158083643769,
92.4513413992636,
85.9153077327722,
79.9973698053656,
84.0215675960021,
88.0983692793267,
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94.1872698579696,
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86.8753287743292,
79.4450289321409,
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80.4445028932141,
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88.9926354550238,
73.1194108364019,
102.354024197791,
92.3461336138875,
77.1173066806944,
85.0999473961074,
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82.3776959495004,
80.431351920042,
86.0862703840084,
101.788532351394,
150.672936191836,
124.947396107312,
116.977906365071,
181.58863755918,
80.6549184639663,
76.6855611260811,
79.6685954760651,
99.6317727511836,
84.9158337716992,
80.7601262493424,
75.7101525512888,
76.4597580220937,
80.1157285639137,
87.1646501841137,
80.1288795370857,
78.498158863756,
78.3140452393477,
113.032614413467,
91.0178853235139,
75.3550762756445,
79.9973698053656,
79.7475013150974,
93.3193056286165,
82.3513940031563,
78.7480273540242,
79.0504997369805,
99.7632824829039,
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92.2099718372356,
72.7797220939928,
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87.572330352446,
90.4392425039453,
86.520252498685,
81.1546554445029,
89.3871646501842,
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80.4182009468701,
71.5807469752762,
93.4771173066808,
83.1667543398212,
79.6948974224093,
77.7617043661231,
84.8237769594951,
76.5255128879537,
82.8248290373488,
72.0015781167807,
59.1947668073016,
94.8711204629142,
89.9263545502367,
83.3308283860624,
85.1920042083114,
70.1209889531825,
80.5760126249341
] |
[
102.169910573383,
139.334560757496,
85.0078905839031,
66.4518674381905,
61.5728563913729,
67.5433982114676,
66.2546028406102,
71.8174644923725,
43.0431351920042,
71.2519726459759,
74.105733824303,
79.1425565491846,
70.4497632824829,
76.5912677538138,
63.4271436086271,
73.9216201998948,
83.6533403471857,
113.545502367175,
73.0010520778537,
49.3556023145713,
83.4297738032615,
76.1441346659652,
75.1841136244083
] |
[
"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: 19.86%",
"予測される変化率: [カラム_0] 予測される変化率: -26.41%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.20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: 13個",
"最初のターニングポイント: [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: 19.86%",
"Forecasted change rate: [column_0] Forecasted change rate: -26.41%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.20 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 13",
"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 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 44 では、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 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
77.8471856917411,
79.7080483955813,
78.4521304576539,
76.6833245660178,
77.8669121514992,
85.2511835875856,
100.37046380888,
86.6517622304052,
73.0405049973698,
91.920039101034,
84.2780115728564,
72.1462388216728,
81.9634402945819,
63.1860871650081,
84.1662283008943,
69.2596002104156,
71.1862177801157,
85.5470804839559,
70.0026301946344,
97.0410310362967,
67.4579168858494,
72.0147290899526,
75.9863229879012,
83.1930562861652,
74.6251972645975,
81.7267227774855,
82.9300368227249,
96.2059442398738,
91.8266701735929,
82.6495274595898,
84.7974750131511,
87.1975276170437,
97.8892688058917,
105.766701735929,
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88.8940031562335,
99.7194906368649,
91.938453445555,
97.3172014729091,
101.814834297738,
48.3364018937401,
61.572856391373,
68.6349289847448,
73.0470804839558,
80.6023145712783,
91.8003682272488,
95.8968963703314,
85.6522882693319,
70.5944239873751,
89.9263545502367,
84.1925302472383,
88.466596528143,
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91.4650184113623,
88.1509731720149,
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73.8427143608626,
87.6380852183062,
109.350341925302,
92.4644923724354,
80.4576538663861,
80.1683324566017,
88.1115202524987,
86.2703840084166,
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81.7069963177275,
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73.2509205681221,
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87.0857443450815,
74.132035770647,
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84.9158337716991,
107.811678064177,
105.48395581273,
88.0326144134666,
91.8463966333509,
102.393477117307,
110.323513940032,
104.00415821247,
91.4913203577065,
92.3855865334034,
96.6859547606522
] |
[
101.341399263545,
99.5397159389795,
64.9526564965808,
57.8905839032089,
73.7375065754865,
81.4965807469752,
83.6796422935297,
102.380326144135,
101.052077853761,
90.2814308258812,
92.0699631772751,
107.653866386112,
96.8569174118885,
91.8595476065228,
83.4692267227775,
105.08942661757,
88.4928984744872,
82.9203301520504,
57.9694897422409,
96.8306154655445,
105.470804839558,
111.493950552341,
104.497632824829
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 24.20%",
"予測される変化率: [カラム_0] 予測される変化率: 3.11%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.15倍)",
"トレンド: [カラム_0] トレンドの強化: 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: 9個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [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: 24.20%",
"Forecasted change rate: [column_0] Forecasted change rate: 3.11%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.15 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 9",
"First 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 12 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 40 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 12.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 40."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
109.084467120181,
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122.803287981859,
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[
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129.237528344671,
153.032879818594,
138.577097505669,
145.734126984127
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 21.06%",
"予測される変化率: [カラム_0] 予測される変化率: 3.70%",
"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0.12倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 10個",
"最初のターニングポイント: [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: 21.06%",
"Forecasted change rate: [column_0] Forecasted change rate: 3.70%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.12 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 10",
"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 18 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 38 では、デー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 18.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 38."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
95.6774376417233,
114.83843537415,
99.9858276643992,
103.174603174603,
104.039115646258,
107.610544217687,
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108.149092970521,
108.602607709751,
102.607709750567,
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115.107709750567,
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101.204648526077,
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131.490929705215,
174.050453514739,
188.520408163265,
169.742063492063
] |
[
195.025510204082,
298.767006802721,
173.724489795918,
131.434240362812,
112.613378684807,
123.001700680272,
138.832199546485,
157.823129251701,
121.343537414966,
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131.675170068027,
150.141723356009,
101.264625611774,
107.256235827664,
137.074829931973,
158.630952380952,
132.681405895692,
126.615646258503,
123.228458049887,
86.139455782313,
131.490929705215,
141.425736961451,
129.549319727891
] |
[
"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: 77.41%",
"予測される変化率: [カラム_0] 予測される変化率: -33.57%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.24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: 11個",
"最初のターニングポイント: [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: 77.41%",
"Forecasted change rate: [column_0] Forecasted change rate: -33.57%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.24 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 11",
"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 18 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 44 では、デー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 18.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
81.6938453445555,
85.7706470278801,
41.885849552867,
52.0647027880063,
62.1909521304577,
86.4544976328249,
102.487770489574,
113.913729615991,
85.9021567596003,
80.7755137825777,
80.4313519200421,
92.7692013154551,
81.8648079957918,
47.8695423461336,
45.5155181483429,
39.5581273014203,
42.3855865334035,
33.008942661757,
35.0341925302473,
39.321409784324,
34.1793792740663,
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32.4960547080484,
40.6365071015255,
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38.7822198842714,
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82.0752235665439,
108.787086638969,
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78.5376117832719,
22.7380326144135,
31.3256180957391,
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74.0794318779589,
81.5097317201473,
73.5928458705945,
92.714360862704,
77.1567596002104,
80.7075223566544,
85.5076275644398,
81.0757496054708,
71.3308784850078,
42.4907943187795,
45.0946870068385,
51.9594950026302,
80.41820094687,
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80.0631246712257,
69.6344029458181,
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65.0052603892688,
73.3166754339822,
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92.9069734153525,
70.6949797278195,
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39.1504471330879,
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37.1909521304577,
33.968963703314,
35.1394003156234,
35.665439242504,
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40.2156759600211,
38.5981062598632,
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89.9789584429248,
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86.599158337717,
71.1336138874277,
81.3256180957391,
86.5334034718569,
67.3066806943715,
88.0783297011598,
74.9342451341399,
84.7711730668068,
83.8900578642821
] |
[
76.0126249342452,
79.7211993687532,
31.3913729615992,
26.1309836927933,
43.2140978432404,
67.924776433456,
69.0150845538987,
74.7764334560758,
67.1225670699632,
70.1998947922146,
64.0320883745397,
77.617043661231,
70.4629142556549,
71.0810099947397,
82.3908469226723,
73.5007890583903,
57.7590741714887,
34.3503419253025,
41.5702261967386,
46.8043135192004,
67.1488690163072,
73.224618621778,
71.9884271436086
] |
[
"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: 2.69%",
"予測される変化率: [カラム_0] 予測される変化率: -5.29%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.34倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 12個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 2.69%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.29%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.34 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 12",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 22 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] ラグ 42 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 42 では、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 strong at lag 42.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 42."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
105.229591836735,
128.939909297052,
91.0147392290249,
132.412131519275,
127.50850340136,
128.500566893424,
145.535714285714,
118.367346938775,
126.034580498866,
124.886621315193,
138.662131519274,
126.71485260771,
116.822562358277,
124.659863945578,
118.976757369615,
141.581632653061,
93.8208616780045,
129.109977324263,
145.479024943311,
141.369047619048,
120.93253968254,
138.180272108844,
130.15873015873,
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133.659297052154,
131.774376417234,
120.62074829932,
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116.000566893424,
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125.170068027211,
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116.298185941043,
143.466553287982,
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102.607709750567,
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105.824829931973,
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117.318594104308,
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118.948412698413,
114.895124716553,
137.825963718821,
126.530612244898,
126.289682539683,
135.445011337868,
155.286281179138,
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137.740929705216,
131.831065759637,
130.442176870748,
118.168934240363,
125.453514739229,
119.231859410431
] |
[
118.409863945578,
132.893990929705,
110.615079365079,
110.430839002268,
103.401360544218,
111.224489795918,
119.359410430839,
121.612811791383,
124.06462585034,
119.926303854875,
99.6773240244721,
133.956916099773,
118.891723356009,
115.164399092971,
122.307256235828,
126.048752834467,
132.312925170068,
127.054988662131,
123.937074829932,
101.969954648526,
134.07029478458,
118.835034013605,
127.465986394558
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 13.31%",
"予測される変化率: [カラム_0] 予測される変化率: 7.65%",
"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0.12倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 11個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 13.31%",
"Forecasted change rate: [column_0] Forecasted change rate: 7.65%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.12 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 11",
"First 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 16 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] ラグ 38 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 44 では、デー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 16.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 38.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
90.9155328798185,
126.658163265306,
117.446145124716,
111.522108843537,
72.0521541950113,
123.030045351474,
121.71201814059,
117.219387755102,
115.901360544218,
119.827097505669,
113.846371882086,
118.480725623583,
122.165532879819,
119.274376417233,
126.303854875283,
125.637755102041,
115.745464852608,
108.404195011338,
124.263038548753,
122.193877551021,
96.3718820861679,
122.222222222222,
112.003968253968,
115.107709750567,
119.246031746032,
122.718253968254,
123.030045351474,
128.670634920635,
128.869047619048,
91.8083900226758,
122.902494331066,
121.442743764172,
127.636054421769,
121.130952380952,
124.348072562358,
119.090136054422,
149.815759637188,
132.468820861678,
142.34693877551,
172.789115646259,
103.358843537415,
91.170634920635,
101.24716553288,
117.602040816327,
85.1757369614512,
124.37641723356,
110.445011337869,
89.2998866213152,
107.298752834467,
126.119614512472,
123.965419501134,
124.702380952381,
124.192176870748,
136.196145124717,
129.917800453515,
115.249433106576,
120.790816326531,
122.278911564626,
123.316779806785,
122.165532879819,
121.400226757369,
85.7993197278911,
126.360544217687,
88.8605442176871,
108.333333333333,
123.625283446712,
125.651927437642,
124.659863945578,
137.613378684807,
124.192176870748,
131.164965986394,
126.828231292517,
130.541383219954,
125.481859410431,
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134.863945578231,
123.937074829932,
117.488662131519,
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121.541950113379,
102.706916099773,
132.794784580499,
135.104875283447,
126.445578231293,
125.354308390023,
131.901927437642,
143.239795918367,
134.254535147392
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[
147.307256235828,
171.116780045352,
112.443310657596,
91.6524943310659,
106.731859410431,
112.244897959184,
120.294784580499,
122.930839002268,
115.447845804989,
121.967120181406,
121.995464852608,
138.988095238095,
129.514913978918,
137.216553287982,
136.224489795918,
136.493764172336,
150.566893424036,
143.806689342404,
128.231292517007,
118.310657596372,
143.806689342404,
147.604875283447,
143.792517006803
] |
[
"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: 47.67%",
"予測される変化率: [カラム_0] 予測される変化率: -2.39%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.14倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 11個",
"最初のターニングポイント: [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: 47.67%",
"Forecasted change rate: [column_0] Forecasted change rate: -2.39%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.14 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 11",
"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 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 34 では、デー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 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 34."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
129.024943310658,
131.306689342404,
149.801587301587,
129.818594104308,
129.166666666667,
135.388321995465,
131.079931972789,
112.65589569161,
84.0844671201814,
75.2267573696144,
123.526077097506,
114.002267573696,
129.903628117914,
136.267006802721,
134.098639455782,
137.386621315193,
140.022675736962,
136.380385487528,
131.476757369614,
127.281746031746,
151.162131519274,
142.913832199547,
133.177437641723,
154.705215419501,
146.456916099773,
140.221088435374,
134.041950113379,
151.034580498866,
137.528344671202,
133.971088435374,
129.081632653061,
136.040249433107,
110.430839002268,
134.708049886621,
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133.58843537415,
161.125283446712,
165.759637188209,
158.149092970522,
199.277210884354,
112.953514739229,
113.577097505669,
111.522108843537,
111.167800453515,
125.127551020408,
133.021541950113,
123.214285714286,
124.305555555556,
111.607142857143,
129.280045351474,
123.12925170068,
132.397959183673,
125.127551020408,
144.302721088435,
145.677437641723,
133.347505668934,
136.210317460317,
85.9018138203905,
124.308843298849,
124.291383219955,
152.621882086168,
139.342403628118,
121.074263038549,
86.0119047619047,
106.264172335601,
113.732993197279,
147.009637188209,
138.364512471655,
145.422335600907,
124.107142857143,
136.09693877551,
144.189342403628,
145.62074829932,
136.451247165533,
143.154761904762,
160.289115646259,
140.46201814059,
115.532879818594,
134.084467120182,
136.181972789116,
151.360544217687,
138.109410430839,
111.337868480726,
136.111111111111,
155.93820861678,
135.005668934241,
123.072562358277,
139.640022675737,
146.24433106576,
121.686961212681
] |
[
163.732993197279,
192.474489795918,
142.786281179138,
123.171768707483,
123.58276643991,
127.18253968254,
136.635487528345,
114.512471655329,
95.9750566893425,
132.922335600907,
133.191609977324,
133.475056689342,
132.823129251701,
141.439909297052,
143.579931972789,
146.952947845805,
158.914399092971,
155.201247165533,
145.195578231293,
115.221088435374,
175.014172335601,
152.33843537415,
153.245464852608
] |
[
"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: -5.69%",
"予測される変化率: [カラム_0] 予測される変化率: -6.41%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.14倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 10個",
"最初のターニングポイント: [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: -5.69%",
"Forecasted change rate: [column_0] Forecasted change rate: -6.41%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.14 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 10",
"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 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 44 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
199.618621778012,
214.021173961431,
204.708048395581,
206.970015781168,
215.53129931615,
185.349815886376,
199.381904260915,
224.710678590216,
219.108364018937,
220.688717359643,
222.90899526565,
224.566017885324,
202.617043661231,
231.706996317728,
225.341925302472,
229.431877958969,
226.709626512362,
220.988953182536,
234.034718569174,
251.275644397685,
229.445028932141,
232.798527091005,
213.571804313519,
258.127301420305,
223.329826407154,
250.894266175697,
234.705418200947,
158.364018937401,
244.97632824829,
248.145712782746,
250.894266175697,
249.842188321936,
278.116780641767,
249.539715938979,
244.765912677538,
259.324039978958,
269.147816938453,
259.626512361915,
296.01525512888,
297.396107311941,
165.228826933193,
214.255654918464,
234.192530247238,
169.660704892162,
255.61546554445,
194.279326670174,
151.801683324566,
262.019989479222,
254.813256180957,
274.289847448711,
281.299316149395,
275.26301946344,
270.923198316675,
247.632824829037,
285.915307732772,
187.493424513414,
271.659652814308,
167.780115728564,
247.935297211994,
259.429247764335,
272.987901104682,
275.578642819569,
310.981062598632,
310.757496054708,
230.571360580003,
236.502449480581,
274.381904260915,
346.34402945818,
303.39295107838,
304.234613361389,
314.821146764861,
304.89216201999,
305.247238295634,
291.004734350342,
295.975802209363,
320.554971067859,
308.377169910573,
305.970541820095,
280.536559705418,
340.754865860074,
242.043661230931,
239.768542872172,
240.099553761536,
305.010520778538,
215.960331177886,
325.841662283009,
232.160391773753,
294.397685428722,
310.928458705944,
338.282482903735
] |
[
327.932667017359,
382.732772225145,
224.684376643872,
255.365597054182,
302.603892688059,
304.182009468701,
314.873750657549,
352.104155707523,
331.259863229879,
317.793266701736,
314.0978432404,
372.225144660705,
354.116254602841,
334.179379274066,
302.538137822199,
317.043661230931,
353.103629668596,
291.504471330879,
316.675433982115,
232.77925167086,
295.673329826407,
309.692267227775,
301.591267753814
] |
[
"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: 69.46%",
"予測される変化率: [カラム_0] 予測される変化率: -8.03%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.19倍)",
"トレンド: [カラム_0] トレンドの変化: 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: 12個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 69.46%",
"Forecasted change rate: [column_0] Forecasted change rate: -8.03%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.19 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 12",
"First 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 18 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 36 では、デー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 18.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 36."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
113.577097505669,
113.194444444444,
111.805555555556,
134.835600907029,
132.298752834467,
128.954081632653,
144.175170068027,
128.245464852608,
126.488095238095,
126.510475749128,
150.226757369615,
118.948412698413,
133.007369614512,
137.925170068027,
116.071428571429,
124.447278911565,
127.097505668934,
120.351473922902,
142.03514739229,
116.298185941043,
109.084467120181,
123.837868480726,
132.851473922902,
147.859977324263,
128.571428571429,
127.990362811791,
126.899092970522,
134.126984126984,
93.9058956916099,
92.6729024943312,
130.257936507937,
110.643424036281,
132.312925170068,
112.131519274376,
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122.576530612245,
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[
139.710884353742,
156.916099773243,
155.924036281179,
112.03231292517,
119.21768707483,
101.261337868481,
131.760204081633,
127.876984126984,
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114.710884353742,
120.252267573696,
151.062925170068,
120.535714285714,
142.361111111111
] |
[
"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: 22.93%",
"予測される変化率: [カラム_0] 予測される変化率: 1.90%",
"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0.12倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 14個",
"最初のターニングポイント: [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: 22.93%",
"Forecasted change rate: [column_0] Forecasted change rate: 1.90%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.12 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 14",
"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 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 40 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear 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 40."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
133.35086796423,
160.9021567596,
159.692267227775,
146.330878485008,
144.489742240926,
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140.241977906365,
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[
143.648079957917,
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107.916885849553,
109.547606522883,
104.642293529721,
119.226722777486,
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109.876380852183,
117.6223040505,
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102.840610205155,
80.41820094687,
114.176749079432,
109.07417148869,
94.3450815360337
] |
[
"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: 3.84%",
"予測される変化率: [カラム_0] 予測される変化率: -34.32%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.14倍)",
"トレンド: [カラム_0] トレンドの強化: 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: 13個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 3.84%",
"Forecasted change rate: [column_0] Forecasted change rate: -34.32%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.14 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 13",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 20 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 44 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 20.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
161.03366649132,
186.730668069437,
167.49079431878,
130.654918463966,
157.456601788533,
181.654392425039,
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131.351920042083,
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148.345213940389,
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176.038926880589,
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192.701209889532,
165.471806818466,
172.082720515876,
230.378748027354,
161.167412783104
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[
129.313519200421,
261.533403471857,
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163.269331930563,
163.348237769595,
169.765912677538,
179.747501315097,
164.455156076107,
183.863755917938,
195.002630194634,
180.247238295634,
203.8532351394,
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180.010520778538,
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199.566017885324,
186.809573908469,
203.971593897948,
191.083640189374,
160.178853235139,
230.852183061546,
204.734350341925,
205.812730142031
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 0.08%",
"予測される変化率: [カラム_0] 予測される変化率: 59.16%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.14倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 15個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 0.08%",
"Forecasted change rate: [column_0] Forecasted change rate: 59.16%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.14 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 15",
"First 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 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 40 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward 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 40."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
95.5073696145125,
113.917233560091,
117.446145124717,
102.395124716553,
99.0079365079366,
102.49433106576,
120.493197278912,
104.350907029478,
99.9007936507937,
106.859410430839,
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112.670068027211,
106.335034013605,
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119.302721088435,
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114.441609977324,
108.971088435374,
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110.034013605442,
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102.862811791383,
108.248299319728,
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109.509637188208,
130.201247165533,
115.816326530612,
119.37358276644,
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101.913265306122,
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116.921768707483,
107.638888888889,
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107.057823129252,
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116.56746031746,
118.098072562358,
118.381519274376,
117.956349206349
] |
[
129.308390022676,
147.774943310658,
104.634353741497,
96.4143990929705,
96.4285714285714,
100.368480725623,
103.784013605442,
115.674603174603,
109.991496598639,
116.340702947846,
104.294217687075,
125.651927437642,
115.47619047619,
116.085600907029,
103.146258503401,
126.941609977324,
134.353741496599,
118.069727891156,
142.715419501134,
91.2131519274377,
132.001133786848,
118.381519274376,
116.156462585034
] |
[
"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: 23.50%",
"予測される変化率: [カラム_0] 予測される変化率: -10.17%",
"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0.11倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 15個",
"最初のターニングポイント: [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: 23.50%",
"Forecasted change rate: [column_0] Forecasted change rate: -10.17%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.11 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 15",
"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 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 42 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 20.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 42."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
105.576012624934,
137.79589689637,
153.695423461336,
138.203577064703,
124.197790636507,
110.915307732772,
154.749737875161,
144.64755391899,
133.508679642294,
135.496713151331,
156.246712256707,
127.511835875855,
143.01683324566,
149.289847448711,
159.521304576539,
162.585481325618,
165.163072067333,
169.121514992109,
183.074697527617,
172.343503419253,
197.567069963177,
183.219358232509,
151.288795370858,
169.003156233561,
131.693845344555,
138.755917937927,
147.724881641241,
151.144134665965,
145.370857443451,
135.63913729616,
129.418726985797,
147.97475013151,
154.339821146765,
127.945817990531,
139.400315623356,
138.874276696475,
158.14268895354,
143.884797475013,
145.239347711731,
203.077327722252,
123.342977380326,
109.087322461862,
113.598106259863,
119.64260366605,
130.628616517622,
137.019989479221,
133.61388742767,
132.412496824085,
128.024723829563,
131.141504471331,
139.777041800413,
134.416096791163,
145.055234087323,
164.071541294056,
159.429247764335,
144.84481851657,
146.304576538664,
140.452393477117,
154.971067859022,
139.650184113624,
147.724881641241,
162.572330352446,
179.142556549185,
159.087322461862,
148.851213289103,
146.181565735184,
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173.987375065755,
192.122567069963,
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214.768542872173,
208.166754339821,
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160.875854813256,
166.004734350342,
163.308784850079,
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169.502893214098,
151.446607048922,
136.730668069437,
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158.285113098369,
156.877958968964,
135.369229227725,
162.611783271962,
162.20410310363,
154.721199368753
] |
[
161.533403471857,
214.334560757496,
150.460284061021,
132.035770647028,
128.642819568648,
131.772751183588,
116.249950795679,
140.084166228301,
138.940031562336,
152.880063124671,
142.122567069963,
144.160967911626,
139.150447133088,
146.34402945818,
158.74539715939,
154.589689637033,
164.308258811152,
165.281430825881,
160.849552866912,
157.482903734877,
178.143082588111,
147.356654392425,
153.406102051552
] |
[
"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: 46.55%",
"予測される変化率: [カラム_0] 予測される変化率: -5.03%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.14倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 16個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 46.55%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.03%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.14 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 16",
"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 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 44 では、デー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 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
65.6365071015256,
73.250920568122,
74.1583377169911,
66.8069437138348,
65.3208837453972,
66.149395055234,
68.0431351920043,
73.7243556023146,
62.3750657548658,
72.9112318257129,
77.7485533929512,
70.3971593897949,
69.7790636507101,
61.4961871124042,
74.6712256706997,
70.502367175171,
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67.0962651236192,
72.1199368753287,
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77.2488164124145,
73.4218832193583,
69.5949500263019,
80.2340873224619,
57.6298009998318,
69.9500263019464,
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66.7674907943188,
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71.7254076801683,
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76.2493424513414,
63.440294581799,
68.2009468700683,
74.3819042609154,
79.6422935297212,
73.8690163072067,
71.7648605996843,
50.1052077853761,
49.7632824829038,
59.744871120463,
55.6023145712783,
42.5302472382956,
73.1720147290899,
72.5933719095213,
66.1625460284061,
66.5176223040505,
72.6722777485534,
74.1714886901631,
64.7816938453445,
63.2693319305629,
81.5097317201473,
76.0783798001053,
74.3424513413992,
74.0268279852709,
58.8769068911099,
82.7722251446607,
79.497632824829,
72.8826933193056,
76.9523081896269,
79.537085744345,
79.6422935297211,
91.6313290176671,
94.8007135521226,
73.6849026827984,
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86.5728563913731,
85.5076275644398,
77.9852709100473,
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140.846922672278,
116.109942135718,
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82.8379800105207,
90.4918463966333,
87.7564439768542,
85.3692292277247,
84.797475013151,
99.0794318779589,
83.4429247764334
] |
[
104.471330878485,
115.86007364545,
72.4618621778012,
72.7511835875856,
80.0236717517096,
82.140978432404,
87.0988953182535,
94.9785648083537,
93.0825881115203,
87.7827459231984,
81.9437138348238,
94.58179905313,
90.3603366649132,
82.0226196738559,
86.9542346133614,
92.0962651236192,
87.2435560231457,
101.95949500263,
79.9710678590215,
71.2388216728039,
108.94266175697,
102.459231983167,
89.452919516044
] |
[
"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: 27.13%",
"予測される変化率: [カラム_0] 予測される変化率: -14.38%",
"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: 11個",
"最初のターニングポイント: [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: 27.13%",
"Forecasted change rate: [column_0] Forecasted change rate: -14.38%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.18 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 11",
"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 12 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 44 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 12.",
"Autocorrelation: [column_0] The autocorrelation is 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 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
81.7596002104157,
99.6712256706996,
70.476065228827,
74.7106785902158,
80.1814834297739,
91.8200946870068,
105.065361231289,
84.4818516570225,
76.8674381904261,
92.2622775219153,
86.6912151499211,
80.6154655444503,
92.4381904260915,
70.8442924776433,
110.796948974224,
93.5691741188847,
86.0731194108365,
81.2072593371909,
89.0978432403999,
107.364544976328,
74.132035770647,
77.5907417148868,
84.3897948448185,
117.89382244218,
84.1267753813783,
76.8542872172541,
84.6922672277748,
100.526038926881,
96.3308784850078,
84.850078905839,
85.0867964229354,
86.2835349815887,
104.563387690689,
87.2830089426617,
112.886887614944,
100.965985201726,
124.489348606355,
100.052603892688,
110.9021567596,
186.362440820621,
66.5044713308784,
66.5833771699107,
76.7359284587059,
70.3708574434508,
73.8953182535508,
99.0925828511309,
83.2325092056811,
83.087848500789,
98.9084692267228,
101.709626512362,
83.4166228300895,
72.7248816412414,
77.8011572856392,
81.2861651762231,
85.6259863229878,
71.7648605996844,
85.7443450815361,
81.3782219884272,
89.7816938453446,
71.1336138874277,
96.6215120100293,
62.9261839752559,
72.5802209363494,
58.074697527617,
80.3740959824225,
93.6171259666414,
90.5049973698054,
77.1304576538664,
117.596002104156,
82.1015255128879,
80.0499736980537,
96.8306154655444,
75.3945291951605,
70.9100473435035,
62.3356128353498,
95.6207259337191,
80.1683324566018,
73.0405049973698,
94.7790636507101,
83.3245660178853,
92.2409258285113,
66.6754339821147,
60.5865334034719,
79.1688584955287,
85.3366649132036,
69.0689110994213,
85.3560782545527,
71.2782745923199,
94.4108364018938,
89.9263545502366
] |
[
87.3750657548658,
132.956338769069,
67.8853235139401,
52.2225144660705,
58.035244608101,
83.7322461862177,
92.3066806943714,
102.866912151499,
77.1041557075224,
72.2382956338769,
67.1379546031985,
87.46712256707,
58.5875854813256,
77.4855339295108,
75.4339821146765,
81.4965807469753,
101.775381378222,
62.3356128353498,
73.5270910047343,
77.3934771173068,
89.3871646501842,
90.3471856917412,
79.1688584955286
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 9.99%",
"予測される変化率: [カラム_0] 予測される変化率: -9.39%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.20倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 12個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 9.99%",
"Forecasted change rate: [column_0] Forecasted change rate: -9.39%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.20 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 12",
"First 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 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 36 では、デー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 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 36."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
109.268707482993,
120.181405895692,
125.921201814059,
107.298752834467,
104.875283446712,
105.017006802721,
121.386054421769,
111.337868480726,
118.650793650794,
112.34410430839,
114.172335600907,
94.2602040816325,
105.78231292517,
115.362811791383,
148.030045351474,
119.812925170068,
109.764739229025,
110.246598639456,
119.571995464853,
124.418934240363,
107.043650793651,
109.339569160998,
113.449546485261,
124.53231292517,
111.352040816326,
86.9189342403628,
115.688775510204,
121.513605442177,
120.450680272109,
103.59977324263,
100.240929705215,
115.688775510204,
116.156462585034,
111.522108843537,
109.410430839002,
100.836167800454,
138.832199546485,
116.057256235828,
160.714285714286,
193.154761904762,
96.4710884353742,
86.1536281179138,
87.0039682539682,
97.6332199546484,
103.798185941043,
112.825963718821,
96.5986394557823,
83.0073696145126,
106.150793650794,
118.59410430839,
114.52664399093,
110.048185941043,
123.554421768707,
126.757369614512,
118.183106575964,
105.810657596372,
108.999433106576,
109.169501133787,
124.521428332862,
188.803854875283,
111.87641723356,
63.0385487528345,
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126.105442176871,
122.19387755102,
125.382653061225,
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130.243764172336,
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122.363945578231,
145.124716553288,
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102.140022675737,
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130.62641723356,
116.09977324263,
129.747732426304,
122.108843537415,
140.178571428571,
107.96485260771,
119.189342403628,
117.587868480726,
176.062925170068,
144.430272108843
] |
[
148.979591836735,
203.528911564626,
117.34693877551,
114.83843537415,
119.146825396825,
128.1179138322,
122.50566893424,
143.424036281179,
160.700113378685,
144.387755102041,
150.793650793651,
138.548752834467,
150.524376417234,
127.536848072562,
153.1320861678,
140.419501133787,
157.766439909297,
150.085034013606,
148.823696145125,
123.058390022676,
143.948412698413,
137.641723356009,
145.507369614512
] |
[
"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: 32.18%",
"予測される変化率: [カラム_0] 予測される変化率: -2.33%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.18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: 16個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 32.18%",
"Forecasted change rate: [column_0] Forecasted change rate: -2.33%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.18 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 16",
"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 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 44 では、デー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 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 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
107.154129405576,
116.149395055234,
108.324566017885,
107.903734876381,
106.904260915308,
114.176749079432,
115.149921094161,
114.400315623356,
102.472382956339,
113.021700000358,
153.39295107838,
107.561809573909,
110.231457127827,
107.732772225145,
118.08258811152,
111.612309310889,
117.059048764166,
107.338243029984,
109.258285113098,
121.357180431352,
99.7632824829038,
101.394003156233,
94.8185165702261,
105.22093634929,
94.3582325092058,
77.9721199368753,
88.6770120988954,
92.7275118358758,
72.7248816412414,
92.3198316675434,
92.7801157285639,
57.3776959495002,
94.1741188847974,
91.5044713308785,
73.8054980014099,
79.7738032614414,
92.1883219358233,
88.8216728037875,
94.5686480799579,
123.895318253551,
63.374539715939,
63.466596528143,
65.8206207259337,
69.3845344555497,
82.0094687006839,
87.1909521304576,
83.3640189374013,
81.4045239347713,
80.7864281956865,
95.1209889531825,
89.7290899526565,
78.6691215149922,
83.7716991057338,
91.899000526039,
91.977906365071,
73.6586007364544,
89.4923724355604,
82.206733298264,
98.3429773803261,
82.6144134665965,
77.9852709100473,
91.5833771699107,
94.2267227774855,
86.8358758548132,
93.9064473764255,
91.2894037151946,
96.396633350868,
93.0825881115201,
91.0310362966859,
93.2272488164124,
93.7795896896369,
112.572330352446,
84.8237769594949,
89.2162019989479,
90.965281430826,
121.580746975276,
90.1367701209888,
94.2924776433455,
75.6706996317728,
150.552340873224,
149.947396107312,
86.6386112572331,
88.0194634402946,
94.3582325092057,
110.70489216202,
100.013150973172,
103.451817339245,
92.5960021041556,
116.701735928459,
108.324566017885
] |
[
100.591793792741,
115.491846396633,
90.3997895844293,
83.2719621251973,
93.3982114676486,
90.9737803590663,
84.5344555497107,
102.524986849027,
99.4082062072593,
91.6228300894267,
85.652288269332,
108.232509205681,
92.0962651236192,
89.9000526038927,
100.644397685429,
98.5928458705945,
113.834823776959,
98.185165702262,
103.103629668596,
84.5476065228827,
102.617043661231,
100.13150973172,
103.734876380852
] |
[
"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: 1.09%",
"予測される変化率: [カラム_0] 予測される変化率: 3.12%",
"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0.17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: 17個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 1.09%",
"Forecasted change rate: [column_0] Forecasted change rate: 3.12%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.17 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 17",
"First 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 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 44 では、デー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 6.",
"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 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
108.092403628118,
132.936507936508,
221.952947845805,
184.84977324263,
116.992630385488,
118.934240362812,
157.879818594104,
136.09693877551,
142.587868480725,
178.500566893424,
206.547619047619,
168.339002267574,
156.533446712018,
174.730725623583,
201.020408163265,
197.916666666667,
206.009070294784,
229.832766439909,
263.392857142857,
270.025510204082,
250.410997732426,
251.686507936508,
271.371882086168,
195.748299319728,
196.428571428571,
193.778344671202,
179.166666666667,
158.375850340136,
147.363945578231,
140.136054421769,
150.878684807256,
191.39739229025,
115.702947845805,
117.290249433107,
108.630952380953,
80.31462585034,
108.715986394558,
94.7137188208616,
71.1451247165533,
121.72619047619,
92.9563492063493,
128.939909297052,
81.8877551020408,
67.4319727891156,
73.6536281179139,
81.40589569161,
73.4268707482993,
107.723922902494,
95.9467120181406,
88.9739229024944,
90.8730158730157,
98.6819727891157,
123.28514739229,
207.412131519274,
181.802721088435,
129.917800453515,
117.417800453515,
113.676303854875,
157.783899988191,
119.06179138322,
129.280045351474,
175.694444444445,
203.188775510204,
160.841836734694,
149.503968253968,
127.125850340136,
145.762471655329,
202.480158730159,
203.854875283447,
199.22052154195,
235.31746031746,
272.151360544218,
344.713718820862,
278.925736961451,
223.888593662961,
276.318027210884,
214.951814058957,
218.990929705215,
215.405328798186,
220.989229024943,
192.006802721088,
176.856575963719,
136.337868480726,
223.993764172336,
228.75566893424,
162.981859410431,
110.912698412698,
126.587301587301,
124.518140589569,
125.368480725623
] |
[
121.485260770975,
135.303287981859,
152.140022675737,
180.853174603175,
94.4727891156464,
83.2482993197278,
96.641156462585,
109.410430839002,
105.045351473923,
134.679705215419,
154.237528344671,
125.850340136054,
119.246031746032,
132.596371882086,
136.465419501134,
165.802154195011,
202.18253968254,
321.102607709751,
254.393424036281,
117.672902494331,
259.325396825397,
188.577097505669,
194.571995464853
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 15.98%",
"予測される変化率: [カラム_0] 予測される変化率: 60.16%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.36倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 11個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 15.98%",
"Forecasted change rate: [column_0] Forecasted change rate: 60.16%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.36 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 11",
"First 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 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] 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 40 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 34.",
"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 40."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
98.9512471655329,
130.498866213152,
127.054988662131,
130.102040816327,
130.257936507936,
124.929138321996,
160.898526077098,
126.006235827664,
123.837868480726,
133.74433106576,
141.043083900227,
124.589002267574,
121.683673469388,
120.393990929705,
158.801020408163,
144.571995464853,
140.603741496599,
140.46201814059,
136.763038548753,
154.662698412698,
130.654761904762,
124.985827664399,
125.269274376417,
167.928004535147,
136.111111111111,
105.513038548753,
138.066893424036,
141.87925170068,
147.49149659864,
129.549319727891,
133.58843537415,
139.030612244898,
148.483560090703,
141.56746031746,
143.296485260771,
149.078798185941,
208.574263038549,
199.135487528345,
216.298185941043,
286.692176870748,
132.397959183673,
115.121882086168,
115.46201814059,
112.03231292517,
129.676870748299,
135.204081632653,
139.781746031746,
123.001700680272,
114.880952380952,
127.366780045352,
133.630952380952,
116.028911564626,
126.431405895692,
127.409297052154,
126.24716553288,
102.267573696145,
104.931972789116,
121.187641723356,
87.5032877432931,
127.480158730159,
99.2913832199545,
116.326530612245,
97.7749433106576,
131.972789115646,
104.37925170068,
122.448979591837,
132.738095238095,
137.953514739229,
106.150793650794,
125.765306122449,
125.609410430839,
136.848072562358,
120.890022675737,
126.360544217687,
129.03315148609,
153.996598639456,
130.201247165533,
95.6065759637189,
124.617346938775,
151.516439909297,
167.03514739229,
135.997732426304,
114.923469387755,
135.643424036281,
163.775510204082,
144.52947845805,
100.595238095238,
136.437074829932,
170.195578231292,
194.968820861678
] |
[
161.068594104308,
211.607142857143,
168.735827664399,
125.907029478458,
152.403235974383,
122.293083900227,
128.458049886621,
141.383219954649,
138.378684807256,
133.602607709751,
128.202947845805,
145.393990929705,
119.37358276644,
129.931972789116,
135.728458049887,
119.557823129252,
143.707482993197,
130.768140589569,
126.176303854875,
144.883786848073,
150.297619047619,
130.059523809524,
137.315759637188
] |
[
"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: 97.04%",
"予測される変化率: [カラム_0] 予測される変化率: -14.75%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.19倍)",
"トレンド: [カラム_0] トレンドの変化: 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: 15個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 97.04%",
"Forecasted change rate: [column_0] Forecasted change rate: -14.75%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.19 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 15",
"First 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 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 44 では、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 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
141.136244082062,
158.127301420305,
164.29510783798,
141.412414518674,
143.21409784324,
163.256180957391,
176.369937769953,
140.938979484482,
155.615465544451,
149.476197633183,
165.715412940558,
167.845870594424,
112.26985796949,
145.791688584955,
167.254076801683,
152.235665439243,
160.428721725408,
153.8532351394,
159.481851657023,
157.561809573909,
162.572330352446,
152.15675960021,
173.119410836402,
174.513413992635,
164.55812730142,
158.179905312993,
149.316149395055,
144.502893214098,
156.98316675434,
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[
199.039978958443,
219.463440294582,
163.216728037875,
125.889315922757,
159.166228300894,
170.462914255655,
171.620199894792,
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169.765912677538,
211.441346659653,
204.050499736981,
191.806943713835
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[
"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: 47.42%",
"予測される変化率: [カラム_0] 予測される変化率: -3.63%",
"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0.13倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 10個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 47.42%",
"Forecasted change rate: [column_0] Forecasted change rate: -3.63%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.13 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 10",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部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 44 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is 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 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
119.203514739229,
138.718820861678,
115.986394557823,
105.952380952381,
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133.460884353742,
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190.235260770975,
196.215986394558
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[
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177.210884353741,
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185.615079365079,
157.979024943311,
206.71768707483,
188.959750566893,
192.446145124717
] |
[
"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: 64.61%",
"予測される変化率: [カラム_0] 予測される変化率: -4.26%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.19倍)",
"トレンド: [カラム_0] トレンドの変化: 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: 10個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 64.61%",
"Forecasted change rate: [column_0] Forecasted change rate: -4.26%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.19 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 10",
"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 16 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部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 36 では、デー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 16.",
"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 36."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
131.136621315193,
152.664399092971,
149.674036281179,
129.195011337869,
139.668367346939,
122.902494331066,
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128.514739229025,
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137.5,
129.209183673469,
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155.612244897959,
111.09693877551,
133.234126984127,
166.524943310658,
132.312925170068
] |
[
166.72335600907,
210.260770975057,
141.921768707483,
128.613945578231,
147.037981859411,
124.815759637188,
125.524376417233,
110.501700680272,
120.416274523136,
131.972789115646,
130.711451247166,
160.78514739229,
174.433106575964,
153.401360544218,
155.598072562358,
144.246031746032,
157.511337868481,
133.74433106576,
152.253401360544,
128.784013605442,
164.314058956916,
153.713151927438,
155.527210884354
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 0.90%",
"予測される変化率: [カラム_0] 予測される変化率: -6.72%",
"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0.12倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 18個",
"最初のターニングポイント: [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: 0.90%",
"Forecasted change rate: [column_0] Forecasted change rate: -6.72%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.12 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 18",
"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 18 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 44 では、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 18.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 44."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
[
111.428195686481,
124.158337716991,
127.643345607575,
115.360336664913,
122.71173066807,
118.056286165176,
87.1668867441769,
115.202524986849,
111.020515518148,
110.838638453803,
129.379274066281,
117.701209889532,
118.187795896896,
130.22093634929,
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121.330878485008,
130.102577590742,
114.216201998948,
117.663993530079,
127.985270910047,
121.396633350868,
127.459231983167,
126.394003156234,
119.003156233561,
150.919345469206,
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118.556023145713,
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117.937927406628,
140.046949868848,
135.205155181483,
140.057864281957,
163.203577064703,
100.052603892688,
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102.866912151499,
114.571278274592,
104.295716182317,
126.538663861126,
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133.666491320358,
133.035244608101,
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129.747501315097,
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133.087848500789,
107.877432930037
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[
124.566017885324,
173.63229879011,
124.776433456076,
111.730668069437,
111.086270384009,
118.990005260389,
117.740662809048,
147.422409258285,
126.775381378222,
124.026827985271,
122.264597580221,
144.923724355602,
100.657548658601,
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134.665965281431,
138.598106259863,
140.570752235665,
132.995791688585,
142.214623882167,
117.937927406628,
100.604944765913,
113.821672803788,
102.511835875855
] |
[
"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: -3.19%",
"予測される変化率: [カラム_0] 予測される変化率: -17.70%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.14倍)",
"トレンド: [カラム_0] トレンドの変化: 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: 13個",
"最初のターニングポイント: [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: -3.19%",
"Forecasted change rate: [column_0] Forecasted change rate: -17.70%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.14 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 13",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 38 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 38."
]
}
|
forecasting
|
/monash
|
nn5_weekly_dataset.tsf
| 90 | 23 |
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[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 10.76%",
"予測される変化率: [カラム_0] 予測される変化率: -5.75%",
"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0.13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: 16個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 10.76%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.75%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.13 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 16",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 44 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 44."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: -34.76%",
"予測される変化率: [カラム_0] 予測される変化率: -22.46%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.80倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -34.76%",
"Forecasted change rate: [column_0] Forecasted change rate: -22.46%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.80 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 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 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 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: 151.85%",
"予測される変化率: [カラム_0] 予測される変化率: 210.53%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.71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: 151.85%",
"Forecasted change rate: [column_0] Forecasted change rate: 210.53%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.71 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] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 36 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 36.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: 8425.00%",
"予測される変化率: [カラム_0] 予測される変化率: -93.19%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の17.24倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 42個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 8425.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -93.19%",
"Volatility: [column_0] Volatility: high (standard deviation is 17.24 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 42",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 16 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 18 では、デー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 16.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 18."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: -40.76%",
"予測される変化率: [カラム_0] 予測される変化率: 0.30%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.24倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -40.76%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.30%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.24 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 |
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{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -6.82%",
"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0.32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: -6.82%",
"Forecasted change rate: [column_0] Forecasted change rate: 5.28%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.32 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 |
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{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 33.33%",
"予測される変化率: [カラム_0] 予測される変化率: 23.08%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.83倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 33.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 23.08%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.83 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 18 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] 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 18.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [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 |
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[
"0"
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{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -19.44%",
"予測される変化率: [カラム_0] 予測される変化率: -12.04%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.45倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -19.44%",
"Forecasted change rate: [column_0] Forecasted change rate: -12.04%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.45 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 59",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: 5.23%",
"予測される変化率: [カラム_0] 予測される変化率: 5.15%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.33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: 40個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 5.23%",
"Forecasted change rate: [column_0] Forecasted change rate: 5.15%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.33 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 40",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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 |
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{
"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: 151.35%",
"予測される変化率: [カラム_0] 予測される変化率: -14.47%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.98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: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 151.35%",
"Forecasted change rate: [column_0] Forecasted change rate: -14.47%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.98 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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 84 では、データには明確な周期性が見られます。"
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"en": [
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"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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
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"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: 264.85%",
"予測される変化率: [カラム_0] 予測される変化率: 217.74%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.60倍)",
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"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 264.85%",
"Forecasted change rate: [column_0] Forecasted change rate: 217.74%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.60 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 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"
]
}
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{
"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 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": [
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"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
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"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: -18.75%",
"予測される変化率: [カラム_0] 予測される変化率: 63.27%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.59倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 63個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -18.75%",
"Forecasted change rate: [column_0] Forecasted change rate: 63.27%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.59 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 63",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 76 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 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 76.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
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{
"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: 556.25%",
"予測される変化率: [カラム_0] 予測される変化率: 2825.32%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.18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: 42個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 556.25%",
"Forecasted change rate: [column_0] Forecasted change rate: 2825.32%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.18 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 42",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 60.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: 200.00%",
"予測される変化率: [カラム_0] 予測される変化率: 109.38%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.19倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 200.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 109.38%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.19 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 |
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[
"0"
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{
"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: -75.37%",
"予測される変化率: [カラム_0] 予測される変化率: -74.46%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.47倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 60個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -75.37%",
"Forecasted change rate: [column_0] Forecasted change rate: -74.46%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.47 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 60",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 40 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward 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 40."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: -14.29%",
"予測される変化率: [カラム_0] 予測される変化率: 71.43%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の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: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -14.29%",
"Forecasted change rate: [column_0] Forecasted change rate: 71.43%",
"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: 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 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 does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 26.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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[
"0"
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{
"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: 3.43%",
"予測される変化率: [カラム_0] 予測される変化率: -1.38%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.20倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 3.43%",
"Forecasted change rate: [column_0] Forecasted change rate: -1.38%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.20 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 60 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 60.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: 32000.00%",
"予測される変化率: [カラム_0] 予測される変化率: -41.27%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.76倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 32000.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -41.27%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.76 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 36 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 82 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 36.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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[
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{
"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: -53.95%",
"予測される変化率: [カラム_0] 予測される変化率: 1059.19%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.99倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 47個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -53.95%",
"Forecasted change rate: [column_0] Forecasted change rate: 1059.19%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.99 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 47",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 |
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{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 150.00%",
"予測される変化率: [カラム_0] 予測される変化率: 0.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.66倍)",
"トレンド: [カラム_0] トレンドの継続: 横ばいの傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 150.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.66 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"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 16 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] 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 16.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [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 |
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{
"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16.86倍)",
"トレンド: [カラム_0] トレンドの継続: 横ばいの傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 28個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
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"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 16.86 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 28",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 17.65%",
"予測される変化率: [カラム_0] 予測される変化率: 13.89%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の5.57倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 17.65%",
"Forecasted change rate: [column_0] Forecasted change rate: 13.89%",
"Volatility: [column_0] Volatility: high (standard deviation is 5.57 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: 900.00%",
"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1.14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: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 900.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 7.69%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.14 times the mean)",
"Trend: [column_0] Trend continuation: stable 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 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 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 |
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[
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{
"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: 48.76%",
"予測される変化率: [カラム_0] 予測される変化率: -5.02%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.16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1番目のデータポイント",
"ターニングポイントの方向: [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: 48.76%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.02%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.16 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 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 50 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 |
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{
"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: 75.00%",
"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0.79倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 75.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.79 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 59",
"First turning point: [column_0] First turning point: at data point 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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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"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: -34.38%",
"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1.04倍)",
"トレンド: [カラム_0] トレンドの継続: 横ばいの傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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"
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"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -34.38%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.04 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
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}
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{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 40 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。"
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"en": [
"Trend: [column_0] The data does not show a clear trend.",
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"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [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
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"ja": [
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"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -97.09%",
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"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.85倍)",
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"Volatility: [column_0] Volatility: high (standard deviation is 2.85 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
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{
"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": [
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"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
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"ja": [
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"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: 200.00%",
"予測される変化率: [カラム_0] 予測される変化率: 1.09%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.72倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 47個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 200.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 1.09%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.72 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 47",
"First turning point: [column_0] First turning point: at data point 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 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 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 76."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"ja": [
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"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: 87.50%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.07倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 200.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 87.50%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.07 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 |
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{
"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: 280.37%",
"予測される変化率: [カラム_0] 予測される変化率: -69.27%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.72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: 280.37%",
"Forecasted change rate: [column_0] Forecasted change rate: -69.27%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.72 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 18 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 18.",
"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 |
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[
"0"
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{
"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: -93.72%",
"予測される変化率: [カラム_0] 予測される変化率: 55.81%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.90倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [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: -93.72%",
"Forecasted change rate: [column_0] Forecasted change rate: 55.81%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.90 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 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 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 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 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 78."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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[
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{
"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: 50.00%",
"予測される変化率: [カラム_0] 予測される変化率: 66.67%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.22倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 50.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 66.67%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.22 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 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] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 50 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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[
"0"
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{
"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: 20.76%",
"予測される変化率: [カラム_0] 予測される変化率: -25.15%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.27倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 42個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 20.76%",
"Forecasted change rate: [column_0] Forecasted change rate: -25.15%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.27 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 42",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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 52.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 0.00%",
"予測される変化率: [カラム_0] 予測される変化率: -33.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.43倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 46個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -33.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.43 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 46",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 4 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 4.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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[
"0"
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{
"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: 89.75%",
"予測される変化率: [カラム_0] 予測される変化率: -15.60%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.57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: 37個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 89.75%",
"Forecasted change rate: [column_0] Forecasted change rate: -15.60%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.57 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 37",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 6 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear 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 6.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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[
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{
"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: 114.29%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.13倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 25.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 114.29%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.13 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data 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 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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[
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{
"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: 154.99%",
"予測される変化率: [カラム_0] 予測される変化率: 114.27%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.64倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 154.99%",
"Forecasted change rate: [column_0] Forecasted change rate: 114.27%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.64 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] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] 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 92.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"ja": [
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"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: 114.67%",
"予測される変化率: [カラム_0] 予測される変化率: 1060.80%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の5.04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",
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"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 114.67%",
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"Volatility: [column_0] Volatility: high (standard deviation is 5.04 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 upward to downward"
]
}
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{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 80.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
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{
"ja": [
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"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 75.00%",
"予測される変化率: [カラム_0] 予測される変化率: 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5.87倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 61個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 75.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 5.87 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 61",
"First turning point: [column_0] First turning point: at data point 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] 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 |
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{
"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: 1450.00%",
"予測される変化率: [カラム_0] 予測される変化率: -29.73%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.58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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 1450.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -29.73%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.58 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 66",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 64 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 64.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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[
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{
"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: 1686.96%",
"予測される変化率: [カラム_0] 予測される変化率: -45.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.07倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 1686.96%",
"Forecasted change rate: [column_0] Forecasted change rate: -45.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.07 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 54 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 54.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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[
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{
"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: 645.71%",
"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3.42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: 645.71%",
"Forecasted change rate: [column_0] Forecasted change rate: -23.81%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.42 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 54 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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[
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{
"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: 7.55%",
"予測される変化率: [カラム_0] 予測される変化率: 20.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.42倍)",
"トレンド: [カラム_0] トレンドの継続: 下降傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 7.55%",
"Forecasted change rate: [column_0] Forecasted change rate: 20.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.42 times the mean)",
"Trend: [column_0] Trend continuation: downward trend continues",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 66.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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[
"0"
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{
"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: 303.33%",
"予測される変化率: [カラム_0] 予測される変化率: -62.25%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.96倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: downward",
"Historical change rate: [column_0] Historical change rate: 303.33%",
"Forecasted change rate: [column_0] Forecasted change rate: -62.25%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.96 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 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 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 74 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 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 74."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: 363.74%",
"予測される変化率: [カラム_0] 予測される変化率: 471.07%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.95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: 37個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 363.74%",
"Forecasted change rate: [column_0] Forecasted change rate: 471.07%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.95 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 37",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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] 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 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 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 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: -29.84%",
"予測される変化率: [カラム_0] 予測される変化率: 71.74%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.62倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -29.84%",
"Forecasted change rate: [column_0] Forecasted change rate: 71.74%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.62 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 62 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 62.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
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"ja": [
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"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: -87.11%",
"予測される変化率: [カラム_0] 予測される変化率: 342.86%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.22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: 66個",
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"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -87.11%",
"Forecasted change rate: [column_0] Forecasted change rate: 342.86%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.22 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 66",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
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{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 90.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [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 |
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{
"ja": [
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"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 63個",
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"en": [
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"Historical change rate: [column_0] Historical change rate: 633.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.67 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"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] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 64 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 64.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
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{
"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: 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13.87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: 36個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
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"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: 33.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 13.87 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 36",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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 56 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 56.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 0.00%",
"予測される変化率: [カラム_0] 予測される変化率: -75.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.17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: 46個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -75.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.17 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 46",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 58 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 58.",
"Autocorrelation: [column_0] The autocorrelation is 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 |
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[
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{
"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: 14.29%",
"予測される変化率: [カラム_0] 予測される変化率: 10.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.45倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [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: 14.29%",
"Forecasted change rate: [column_0] Forecasted change rate: 10.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.45 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 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 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 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 80."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"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: -36.00%",
"予測される変化率: [カラム_0] 予測される変化率: -43.48%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.88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: 63個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -36.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -43.48%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.88 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 63",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -41.67%",
"予測される変化率: [カラム_0] 予測される変化率: -51.72%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の10.48倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -41.67%",
"Forecasted change rate: [column_0] Forecasted change rate: -51.72%",
"Volatility: [column_0] Volatility: high (standard deviation is 10.48 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 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 86 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 78 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 86.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 78."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 68.59%",
"予測される変化率: [カラム_0] 予測される変化率: -6.40%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.63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: 55個",
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"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 68.59%",
"Forecasted change rate: [column_0] Forecasted change rate: -6.40%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.63 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 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 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 76."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
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{
"ja": [
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"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: 118.75%",
"予測される変化率: [カラム_0] 予測される変化率: -15.38%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の16.22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: 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: 118.75%",
"Forecasted change rate: [column_0] Forecasted change rate: -15.38%",
"Volatility: [column_0] Volatility: high (standard deviation is 16.22 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 57",
"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 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 |
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] |
[
"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: -85.42%",
"予測される変化率: [カラム_0] 予測される変化率: -3.24%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.88倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [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: -85.42%",
"Forecasted change rate: [column_0] Forecasted change rate: -3.24%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.88 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 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 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 48.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
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