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forecast_explanation
dict
data_explanation
dict
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: 29.67%", "予測される変化率: [カラム_0] 予測される変化率: 1204.28%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.15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: 56個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 29.67%", "Forecasted change rate: [column_0] Forecasted change rate: 1204.28%", "Volatility: [column_0] Volatility: high (standard deviation is 1.15 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 56", "First turning point: [column_0] First turning point: at data point 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 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 84 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 80.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [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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[ "0" ]
{ "ja": [ "過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向", "予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向", "過去の変化率: [カラム_0] 過去の変化率: -17.51%", "予測される変化率: [カラム_0] 予測される変化率: 77.84%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.93倍)", "トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -17.51%", "Forecasted change rate: [column_0] Forecasted change rate: 77.84%", "Volatility: [column_0] Volatility: high (standard deviation is 1.93 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 51", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 82.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 94." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 46.03%", "予測される変化率: [カラム_0] 予測される変化率: -50.42%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.93倍)", "トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 47個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 46.03%", "Forecasted change rate: [column_0] Forecasted change rate: -50.42%", "Volatility: [column_0] Volatility: high (standard deviation is 1.93 times the mean)", "Trend: [column_0] Trend intensification: downward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 47", "First turning point: [column_0] First turning point: at data point 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 96 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 88 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 96.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 88." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: -41.67%", "予測される変化率: [カラム_0] 予測される変化率: 50.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.81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: 45個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: -41.67%", "Forecasted change rate: [column_0] Forecasted change rate: 50.00%", "Volatility: [column_0] Volatility: high (standard deviation is 2.81 times the mean)", "Trend: [column_0] Trend change: from upward to stable", "Turning points: [column_0] Turning points in forecast period: 45", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データ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] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 88.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 92." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "0" ]
{ "ja": [ "過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向", "予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向", "過去の変化率: [カラム_0] 過去の変化率: -11.09%", "予測される変化率: [カラム_0] 予測される変化率: 19.72%", "変動性: [カラム_0] 変動性: 小さな変動 (標準偏差は平均値の0.07倍)", "トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: -11.09%", "Forecasted change rate: [column_0] Forecasted change rate: 19.72%", "Volatility: [column_0] Volatility: low (standard deviation is 0.07 times the mean)", "Trend: [column_0] Trend change: from downward to upward", "Turning points: [column_0] Turning points in forecast period: 49", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 14 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 10.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 14.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [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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[ "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: -37.77%", "予測される変化率: [カラム_0] 予測される変化率: 118.35%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.32倍)", "トレンド: [カラム_0] トレンドの強化: 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: 50個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -37.77%", "Forecasted change rate: [column_0] Forecasted change rate: 118.35%", "Volatility: [column_0] Volatility: high (standard deviation is 1.32 times the mean)", "Trend: [column_0] Trend intensification: downward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 50", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 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
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: 201.54%", "予測される変化率: [カラム_0] 予測される変化率: -49.30%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.52倍)", "トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 201.54%", "Forecasted change rate: [column_0] Forecasted change rate: -49.30%", "Volatility: [column_0] Volatility: high (standard deviation is 1.52 times the mean)", "Trend: [column_0] Trend continuation: upward trend continues", "Turning points: [column_0] Turning points in forecast period: 51", "First turning point: [column_0] First turning point: at data point 3 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 96.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 94." ] }
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: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 2047.37%", "予測される変化率: [カラム_0] 予測される変化率: -91.12%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.96倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 2047.37%", "Forecasted change rate: [column_0] Forecasted change rate: -91.12%", "Volatility: [column_0] Volatility: high (standard deviation is 1.96 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 56", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 14 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 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 14.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 76." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
[ 1, 1, 2, 2, 6, 2, 4, 1, 11, 12, 4, 4, 7, 6, 2, 6, 5, 3, 4, 5, 6, 6, 16, 10, 4, 2, 2, 1, 7, 1, 2, 5, 2, 2, 2, 3, 1, 1, 6, 1, 3, 1, 2, 3, 5, 6, 4, 3, 4, 1, 3, 9, 5, 1, 3, 2, 1, 4, 3, 3, 7, 2, 3, 5, 0, 1, 2, 2, 2, 4, 2, 4, 4, 2, 3, 3, 4, 2, 4, 3, 2, 6, 0, 3, 4, 6, 2, 3, 3, 2, 6, 3, 2, 3, 3, 4, 7, 7, 8, 3, 4, 7, 5, 3, 12, 5, 6, 3, 1, 3, 3, 5, 2, 1, 7, 1, 5, 4, 3, 7, 6, 1, 4, 2, 1, 5, 4, 4, 3, 0, 3, 2, 2, 3, 4, 2, 4, 0, 5, 3, 4, 4, 3, 2, 3, 4, 3, 2, 6, 2, 5, 3, 5, 3, 4, 5, 6, 5, 1, 3, 4, 20, 3, 1, 3, 2, 4, 2, 1, 3, 4, 7, 2, 0, 4, 1, 2, 3, 3, 1, 3, 2, 0, 3, 0, 3, 2, 1, 2, 8, 3, 2, 1, 3, 5, 2, 0, 2, 4, 2, 5, 3, 2, 5, 5, 6, 3, 2, 6, 3, 1, 6, 7, 1, 1, 4, 4, 10, 27, 8, 2, 1, 5, 0, 8, 4, 2, 4, 2, 5, 6, 6, 6, 2, 2, 3, 6, 1, 3, 6, 1, 2, 9, 9, 9, 5, 11, 3, 4, 9, 5, 0, 1, 1, 4, 6, 4, 6, 5, 5, 2, 5, 3, 6, 4, 4, 4, 5, 5, 3, 3, 6, 2, 4, 2, 3, 2, 3, 2, 2, 8, 11, 23, 3, 3, 3, 1, 6, 4, 4, 3, 3, 3, 7, 4, 2, 4, 2, 11, 3, 1, 6, 1, 5, 2, 2, 3, 6, 3, 2, 5, 3, 5, 0, 4, 6, 4, 4, 3, 7, 3, 1, 3, 4, 3, 4, 5, 3, 3, 1, 4, 5, 4, 12, 4, 3, 3, 10, 6, 2, 3, 11, 3, 1, 2, 1, 1, 3, 5, 14, 9, 4, 4, 1, 1, 3, 1, 4, 4, 3, 3, 4, 5, 53, 5, 6, 7, 3, 1, 4, 1, 5, 7, 3, 2, 1, 6, 4, 1, 5, 6, 1, 3, 1, 7, 3, 3, 3, 2, 3, 4, 6, 4, 5, 3, 3, 1, 2, 7, 0, 6, 5, 1, 2, 4, 1, 1, 2, 0, 5, 3, 3, 2, 2, 10, 3, 5, 6, 3, 1, 5, 3, 6, 2, 3, 5, 2, 3, 4, 1, 1, 5, 6, 2, 1, 9, 7, 7, 1, 3, 5, 3, 4, 2, 1, 6, 6, 3, 6, 5, 2, 5, 2, 3, 10, 2, 3, 5, 3, 4, 7, 0, 3, 4, 0, 2, 5, 5, 1, 3, 4, 1, 4, 3, 3, 6, 0, 2, 3, 2, 5, 5, 7, 4, 7, 5, 2, 6, 0, 4, 7, 3, 8, 7, 7, 4, 3, 2, 1, 6, 3, 1, 3, 3, 6, 1, 1, 2, 3, 1, 4, 3 ]
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[ "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: 200.00%", "予測される変化率: [カラム_0] 予測される変化率: 1233.33%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.41倍)", "トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 200.00%", "Forecasted change rate: [column_0] Forecasted change rate: 1233.33%", "Volatility: [column_0] Volatility: high (standard deviation is 1.41 times the mean)", "Trend: [column_0] Trend change: from stable to upward", "Turning points: [column_0] Turning points in forecast period: 51", "First turning point: [column_0] First turning point: at data point 4 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 42 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 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 42.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 82." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
[ 8, 6, 4, 12, 17, 11, 7, 10, 6, 1, 7, 5, 6, 5, 12, 10, 18, 9, 6, 6, 9, 11, 10, 4, 11, 8, 7, 7, 9, 4, 6, 2, 11, 4, 3, 3, 4, 4, 7, 4, 9, 10, 5, 4, 7, 5, 5, 10, 2, 3, 4, 13, 7, 8, 9, 10, 2, 1, 8, 12, 2, 10, 11, 7, 4, 10, 7, 8, 6, 13, 4, 1, 11, 12, 2, 3, 6, 7, 9, 17, 16, 5, 4, 19, 7, 14, 12, 12, 4, 15, 12, 5, 13, 11, 21, 11, 10, 8, 8, 8, 22, 9, 7, 20, 15, 16, 10, 15, 4, 12, 14, 9, 13, 6, 3, 7, 9, 12, 2, 4, 17, 9, 13, 70, 82, 12, 26, 16, 23, 54, 19, 13, 6, 4, 12, 7, 11, 7, 9, 13, 7, 6, 4, 7, 13, 49, 11, 38, 7, 7, 8, 9, 7, 10, 52, 7, 13, 7, 6, 39, 6, 8, 22, 12, 10, 21, 8, 17, 11, 5, 7, 22, 10, 11, 12, 7, 12, 6, 10, 13, 25, 13, 5, 8, 5, 6, 10, 15, 3, 19, 25, 23, 19, 6, 17, 21, 19, 8, 10, 6, 13, 12, 12, 12, 5, 28, 28, 27, 43, 11, 11, 33, 17, 12, 13, 51, 30, 8, 13, 13, 11, 9, 10, 6, 11, 24, 12, 10, 19, 4, 7, 15, 4, 50, 6, 6, 22, 40, 8, 9, 7, 4, 15, 9, 10, 12, 10, 16, 19, 11, 21, 28, 13, 11, 11, 10, 11, 14, 11, 12, 19, 28, 24, 17, 16, 13, 16, 11, 33, 8, 26, 9, 5, 6, 8, 8, 7, 10, 8, 9, 7, 28, 10, 11, 7, 30, 29, 27, 13, 8, 5, 4, 15, 11, 15, 16, 7, 14, 6, 22, 25, 25, 26, 14, 9, 10, 19, 12, 17, 10, 13, 7, 7, 31, 26, 12, 19, 13, 7, 18, 21, 9, 26, 11, 3, 5, 11, 9, 5, 8, 4, 14, 23, 14, 12, 26, 25, 16, 18, 16, 14, 19, 24, 17, 14, 14, 30, 8, 10, 15, 13, 12, 9, 9, 8, 15, 14, 10, 11, 13, 11, 9, 7, 2, 10, 17, 8, 10, 8, 8, 6, 7, 14, 15, 18, 13, 11, 23, 37, 108, 101, 66, 79, 43, 15, 11, 11, 26, 57, 22, 58, 11, 16, 12, 12, 9, 4, 19, 6, 18, 22, 15, 14, 16, 19, 44, 67, 24, 11, 10, 20, 13, 16, 32, 12, 11, 15, 11, 11, 5, 18, 61, 24, 20, 28, 78, 32, 25, 38, 7, 23, 15, 15, 27, 12, 19, 13, 20, 10, 10, 23, 17, 15, 9, 24, 11, 10, 13, 19, 13, 16, 10, 34, 6, 6, 15, 34, 10, 20, 19, 17, 20, 27, 16, 13, 16, 17, 26, 22, 313, 440, 19, 17, 13, 15, 20, 23, 13, 11, 21, 5, 10, 22, 35, 10, 17, 18, 8, 11, 30, 41, 22, 9, 22, 9, 18, 15, 7, 11, 18, 21, 23, 29, 13, 26, 20, 6, 12, 15, 17, 14, 15 ]
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[ "0" ]
{ "ja": [ "過去のトレンド: [カラム_0] 過去のトレンド: 横ばい", "予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 87.50%", "予測される変化率: [カラム_0] 予測される変化率: -34.48%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.43倍)", "トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 87.50%", "Forecasted change rate: [column_0] Forecasted change rate: -34.48%", "Volatility: [column_0] Volatility: high (standard deviation is 1.43 times the mean)", "Trend: [column_0] Trend change: from stable to downward", "Turning points: [column_0] Turning points in forecast period: 54", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 60 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 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 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 82." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
[ 4, 1, 2, 2, 2, 0, 1, 3, 1, 8, 2, 0, 0, 2, 9, 9, 1, 9, 17, 14, 2, 1, 1, 1, 1, 1, 3, 1, 1, 3, 0, 1, 1, 0, 1, 2, 0, 2, 0, 0, 2, 2, 0, 1, 2, 1, 1, 3, 0, 3, 2, 1, 1, 2, 3, 0, 1, 2, 1, 0, 1, 1, 0, 3, 0, 0, 0, 2, 2, 2, 1, 1, 2, 0, 1, 1, 1, 2, 3, 2, 3, 1, 0, 1, 2, 2, 6, 4, 0, 2, 2, 4, 3, 2, 6, 2, 2, 1, 2, 1, 4, 0, 0, 1, 2, 2, 2, 0, 1, 4, 2, 2, 2, 0, 0, 2, 3, 7, 0, 0, 1, 1, 4, 0, 1, 6, 1, 2, 2, 7, 8, 1, 7, 2, 2, 3, 7, 4, 2, 1, 1, 0, 1, 2, 4, 8, 0, 0, 1, 2, 1, 1, 2, 5, 4, 3, 2, 6, 1, 4, 2, 1, 2, 3, 4, 3, 1, 2, 2, 1, 1, 3, 5, 5, 1, 1, 2, 2, 4, 3, 5, 1, 1, 0, 8, 7, 5, 3, 2, 0, 3, 3, 1, 2, 2, 1, 4, 1, 2, 3, 4, 7, 5, 1, 0, 1, 3, 6, 4, 6, 6, 4, 2, 1, 2, 2, 3, 3, 1, 2, 3, 1, 2, 3, 3, 3, 3, 4, 1, 2, 4, 5, 3, 4, 2, 3, 5, 3, 2, 4, 1, 6, 1, 10, 0, 3, 5, 2, 2, 3, 3, 0, 0, 1, 0, 0, 2, 2, 0, 2, 1, 1, 1, 3, 0, 3, 0, 2, 20, 7, 7, 15, 0, 4, 3, 4, 5, 6, 5, 3, 2, 1, 2, 1, 2, 0, 5, 4, 1, 1, 2, 3, 1, 24, 3, 5, 0, 2, 4, 0, 2, 2, 1, 0, 3, 4, 1, 2, 1, 2, 1, 1, 0, 2, 2, 2, 2, 6, 0, 3, 3, 3, 16, 26, 9, 3, 4, 3, 2, 5, 6, 3, 3, 2, 6, 2, 1, 3, 3, 5, 3, 4, 1, 4, 4, 3, 1, 3, 5, 1, 4, 5, 2, 3, 2, 2, 2, 4, 2, 1, 4, 4, 1, 1, 1, 0, 10, 3, 4, 2, 2, 20, 13, 6, 3, 7, 168, 1561, 728, 215, 102, 93, 201, 244, 156, 254, 354, 195, 130, 164, 105, 81, 147, 150, 60, 68, 188, 85, 36, 32, 26, 16, 22, 15, 7, 9, 6, 12, 9, 4, 9, 11, 9, 6, 8, 9, 1, 4, 25, 7, 2, 6, 9, 3, 6, 3, 1, 3, 1, 3, 3, 8, 0, 8, 3, 2, 6, 5, 7, 13, 6, 2, 2, 2, 5, 1, 3, 1, 7, 5, 4, 6, 3, 1, 1, 2, 5, 3, 2, 5, 4, 2, 1, 2, 11, 4, 5, 3, 1, 10, 3, 3, 3, 4, 8, 6, 3, 3, 6, 2, 7, 3, 4, 3, 3, 3, 3, 3, 4, 2, 1, 4, 2, 9, 5, 1, 3, 2, 0, 4, 0, 1, 4, 2, 1, 1, 3, 4, 2, 3, 4, 2 ]
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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: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: -50.00%", "予測される変化率: [カラム_0] 予測される変化率: 0.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.21倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 45個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: -50.00%", "Forecasted change rate: [column_0] Forecasted change rate: 0.00%", "Volatility: [column_0] Volatility: high (standard deviation is 6.21 times the mean)", "Trend: [column_0] Trend change: from upward to stable", "Turning points: [column_0] Turning points in forecast period: 45", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 82.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
[ 4, 2, 1, 2, 11, 5, 1, 8, 5, 3, 7, 7, 7, 3, 8, 4, 3, 5, 1, 1, 1, 3, 7, 7, 3, 2, 3, 5, 7, 4, 3, 2, 3, 2, 1, 1, 2, 4, 3, 2, 2, 5, 0, 4, 4, 3, 3, 1, 4, 3, 2, 1, 1, 6, 1, 1, 5, 4, 4, 6, 5, 1, 4, 3, 4, 4, 5, 2, 3, 3, 1, 3, 4, 4, 1, 0, 5, 13, 10, 6, 17, 13, 10, 14, 9, 17, 10, 14, 19, 7, 12, 9, 8, 12, 17, 14, 63, 18, 13, 15, 9, 15, 10, 21, 13, 12, 23, 6, 22, 24, 12, 10, 15, 9, 15, 13, 10, 5, 6, 7, 13, 9, 17, 11, 18, 38, 13, 8, 12, 20, 11, 17, 10, 6, 10, 6, 12, 18, 16, 7, 8, 10, 15, 11, 16, 15, 9, 14, 8, 13, 11, 16, 4, 9, 7, 6, 14, 16, 12, 12, 12, 11, 16, 9, 9, 17, 22, 39, 15, 7, 13, 21, 20, 15, 7, 18, 10, 9, 22, 16, 16, 12, 14, 16, 14, 36, 27, 15, 8, 15, 12, 40, 22, 50, 52, 39, 25, 20, 17, 36, 20, 19, 8, 46, 10, 8, 18, 28, 13, 13, 15, 36, 18, 25, 15, 13, 18, 28, 20, 12, 11, 25, 19, 22, 11, 19, 12, 11, 20, 13, 22, 9, 8, 14, 19, 10, 8, 10, 10, 10, 21, 40, 17, 3, 9, 36, 40, 18, 38, 42, 22, 13, 11, 10, 53, 19, 20, 13, 17, 25, 15, 49, 43, 23, 13, 9, 9, 20, 12, 22, 54, 31, 12, 33, 15, 21, 27, 23, 14, 7, 17, 16, 17, 23, 21, 21, 24, 22, 23, 11, 21, 18, 20, 13, 21, 30, 31, 25, 18, 13, 15, 20, 15, 37, 18, 18, 31, 25, 21, 26, 26, 36, 30, 27, 16, 18, 16, 19, 22, 25, 27, 23, 26, 16, 29, 14, 44, 21, 11, 19, 43, 52, 25, 22, 12, 12, 18, 12, 20, 15, 24, 18, 13, 13, 26, 16, 35, 29, 14, 15, 10, 25, 28, 22, 19, 5, 25, 25, 13, 26, 28, 29, 10, 18, 16, 10, 14, 114, 37, 21, 11, 26, 23, 16, 30, 20, 16, 42, 36, 25, 17, 32, 46, 22, 33, 19, 8, 19, 43, 38, 29, 25, 110, 22, 29, 26, 20, 15, 38, 19, 13, 22, 26, 29, 145, 51, 46, 27, 23, 31, 28, 26, 20, 14, 16, 15, 20, 22, 17, 62, 81, 52, 78, 26, 33, 20, 57, 28, 23, 23, 17, 60, 50, 19, 40, 14, 10, 22, 28, 21, 35, 15, 7, 26, 26, 38, 18, 15, 7, 19, 27, 12, 23, 27, 10, 34, 17, 20, 22, 35, 12, 10, 17, 17, 27, 37, 17, 27, 25, 13, 9, 12, 17, 22, 28827, 1074, 658, 180, 119, 84, 205, 156, 39, 26, 144, 85, 32, 22, 15, 13, 54, 28, 26, 27, 20, 18, 13, 21, 28, 16, 25, 28, 15, 6, 8, 14, 19, 17, 15, 17, 14, 27 ]
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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: 575.00%", "予測される変化率: [カラム_0] 予測される変化率: 9.52%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の16.37倍)", "トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 60個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 575.00%", "Forecasted change rate: [column_0] Forecasted change rate: 9.52%", "Volatility: [column_0] Volatility: high (standard deviation is 16.37 times the mean)", "Trend: [column_0] Trend continuation: upward trend continues", "Turning points: [column_0] Turning points in forecast period: 60", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 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 72.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 74." ] }
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: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 0.00%", "予測される変化率: [カラム_0] 予測される変化率: 38.95%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.65倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 0.00%", "Forecasted change rate: [column_0] Forecasted change rate: 38.95%", "Volatility: [column_0] Volatility: high (standard deviation is 3.65 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 58", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 84 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 84.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is 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: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 440.96%", "予測される変化率: [カラム_0] 予測される変化率: -45.57%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.49倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: downward", "Historical change rate: [column_0] Historical change rate: 440.96%", "Forecasted change rate: [column_0] Forecasted change rate: -45.57%", "Volatility: [column_0] Volatility: high (standard deviation is 0.49 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 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] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 96.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 90." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: -25.00%", "予測される変化率: [カラム_0] 予測される変化率: 12.50%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の17.06倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: -25.00%", "Forecasted change rate: [column_0] Forecasted change rate: 12.50%", "Volatility: [column_0] Volatility: high (standard deviation is 17.06 times the mean)", "Trend: [column_0] Trend change: from upward to stable", "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 70 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data 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 94." ] }
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: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: 368.89%", "予測される変化率: [カラム_0] 予測される変化率: -20.60%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.70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: 46個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: 368.89%", "Forecasted change rate: [column_0] Forecasted change rate: -20.60%", "Volatility: [column_0] Volatility: high (standard deviation is 0.70 times the mean)", "Trend: [column_0] Trend change: from upward to stable", "Turning points: [column_0] Turning points in forecast period: 46", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 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 90 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 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 90." ] }
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: -44.57%", "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14.93倍)", "トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 66個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: -44.57%", "Forecasted change rate: [column_0] Forecasted change rate: 50.00%", "Volatility: [column_0] Volatility: high (standard deviation is 14.93 times the mean)", "Trend: [column_0] Trend continuation: upward trend continues", "Turning points: [column_0] Turning points in forecast period: 66", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 72.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 94." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 220.00%", "予測される変化率: [カラム_0] 予測される変化率: -75.73%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.59倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 62個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 220.00%", "Forecasted change rate: [column_0] Forecasted change rate: -75.73%", "Volatility: [column_0] Volatility: high (standard deviation is 6.59 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 62", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 96.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 97.70%", "予測される変化率: [カラム_0] 予測される変化率: -6.65%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.24倍)", "トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の5番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 97.70%", "Forecasted change rate: [column_0] Forecasted change rate: -6.65%", "Volatility: [column_0] Volatility: high (standard deviation is 1.24 times the mean)", "Trend: [column_0] Trend change: from stable to upward", "Turning points: [column_0] Turning points in forecast period: 53", "First turning point: [column_0] First turning point: at data point 5 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 72.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: -10.34%", "予測される変化率: [カラム_0] 予測される変化率: -76.46%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.34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: 50個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: -10.34%", "Forecasted change rate: [column_0] Forecasted change rate: -76.46%", "Volatility: [column_0] Volatility: high (standard deviation is 1.34 times the mean)", "Trend: [column_0] Trend change: from stable to downward", "Turning points: [column_0] Turning points in forecast period: 50", "First turning point: [column_0] First turning point: at data point 4 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 42 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 42.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 90." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "0" ]
{ "ja": [ "過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向", "予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: 164.29%", "予測される変化率: [カラム_0] 予測される変化率: -77.42%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の11.87倍)", "トレンド: [カラム_0] トレンドの変化: 下降傾向から横ばいへ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: 164.29%", "Forecasted change rate: [column_0] Forecasted change rate: -77.42%", "Volatility: [column_0] Volatility: high (standard deviation is 11.87 times the mean)", "Trend: [column_0] Trend change: from downward to stable", "Turning points: [column_0] Turning points in forecast period: 57", "First turning point: [column_0] First turning point: at data point 3 of the forecast", "Turning point direction: [column_0] Turning point direction: change from 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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[ "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: 362.45%", "予測される変化率: [カラム_0] 予測される変化率: -54.27%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.59倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 50個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 362.45%", "Forecasted change rate: [column_0] Forecasted change rate: -54.27%", "Volatility: [column_0] Volatility: high (standard deviation is 0.59 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 50", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 78 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 90.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 78." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 44.83%", "予測される変化率: [カラム_0] 予測される変化率: -68.97%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.22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: 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: downward", "Historical change rate: [column_0] Historical change rate: 44.83%", "Forecasted change rate: [column_0] Forecasted change rate: -68.97%", "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: 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 44 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 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 44.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 80." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
[ 1, 0, 2, 2, 6, 4, 3, 3, 7, 2, 1, 2, 4, 9, 5, 0, 5, 5, 3, 1, 2, 4, 4, 5, 3, 0, 4, 6, 3, 0, 1, 0, 1, 2, 5, 5, 5, 2, 0, 5, 2, 2, 3, 0, 1, 1, 1, 5, 7, 0, 0, 1, 0, 1, 0, 4, 3, 0, 4, 1, 5, 1, 1, 1, 6, 1, 2, 3, 3, 2, 8, 3, 1, 2, 2, 4, 3, 6, 4, 4, 0, 6, 3, 2, 6, 2, 5, 3, 8, 0, 2, 3, 1, 4, 2, 2, 3, 6, 1, 4, 4, 3, 8, 0, 5, 3, 5, 1, 5, 4, 3, 5, 12, 3, 6, 5, 7, 5, 1, 6, 5, 3, 9, 9, 3, 3, 19, 3, 20, 5, 9, 4, 0, 7, 6, 5, 0, 7, 11, 1, 4, 7, 1, 2, 3, 9, 2, 24, 4, 0, 6, 4, 4, 5, 2, 4, 5, 7, 5, 7, 2, 58, 2, 7, 5, 7, 2, 1, 7, 3, 3, 5, 5, 3, 5, 7, 2, 4, 4, 3, 5, 2, 3, 2, 4, 31, 1, 11, 40, 42, 23, 9, 36, 20, 4, 14, 12, 5, 3, 12, 8, 11, 5, 6, 2, 6, 8, 2, 1, 2, 8, 17, 12, 8, 5, 4, 18, 11, 4, 3, 6, 2, 2, 5, 9, 7, 5, 2, 0, 4, 11, 2, 2, 3, 8, 5, 4, 7, 3, 2, 2, 7, 12, 2, 2, 5, 17, 7, 20, 8, 5, 14, 410, 446, 177, 156, 153, 74, 116, 84, 71, 51, 34, 14, 23, 19, 58, 27, 12, 7, 11, 7, 22, 12, 9, 17, 34, 9, 14, 43, 23, 29, 7, 12, 8, 33, 24, 13, 12, 14, 6, 9, 12, 10, 26, 12, 8, 27, 10, 26, 86, 9, 11, 10, 5, 12, 9, 16, 15, 12, 6, 41, 15, 9, 15, 6, 7, 8, 5, 8, 6, 5, 6, 5, 10, 22, 11, 7, 7, 5, 10, 4, 4, 8, 24, 11, 20, 12, 16, 7, 14, 15, 3, 12, 6, 15, 11, 11, 7, 12, 15, 13, 13, 6, 12, 15, 6, 8, 8, 4, 5, 7, 7, 2, 7, 4, 50, 31, 74, 16, 17, 20, 9, 6, 9, 15, 7, 9, 10, 10, 2, 9, 8, 9, 5, 8, 5, 4, 4, 8, 10, 10, 4, 6, 8, 39, 8, 8, 8, 4, 7, 6, 3, 10, 4, 5, 14, 9, 13, 6, 7, 5, 10, 8, 10, 13, 8, 5, 0, 11, 13, 5, 27, 8, 10, 8, 17, 11, 8, 7, 7, 9, 10, 5, 10, 7, 3, 9, 6, 3, 5, 22, 7, 6, 11, 1, 7, 6, 5, 4, 2, 1, 6, 2, 10, 4, 11, 24, 5, 2, 4, 23, 13, 23, 18, 20, 8, 4, 15, 22, 6, 3, 36, 11, 9, 10, 8, 9, 5, 8, 5, 7, 17, 6, 6, 18, 5, 18, 13, 5, 24, 5, 26, 5, 11, 5, 23, 3, 19, 4, 6, 5, 53, 6, 13, 7, 26, 2, 6, 30, 10, 2 ]
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[ "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: 100.00%", "予測される変化率: [カラム_0] 予測される変化率: -50.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.33倍)", "トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: downward", "Historical change rate: [column_0] Historical change rate: 100.00%", "Forecasted change rate: [column_0] Forecasted change rate: -50.00%", "Volatility: [column_0] Volatility: high (standard deviation is 2.33 times the mean)", "Trend: [column_0] Trend change: from stable to downward", "Turning points: [column_0] Turning points in forecast period: 57", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] 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 96.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 92." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 27.84%", "予測される変化率: [カラム_0] 予測される変化率: -55.28%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.74倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 27.84%", "Forecasted change rate: [column_0] Forecasted change rate: -55.28%", "Volatility: [column_0] Volatility: high (standard deviation is 4.74 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 59", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 54 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 76 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data 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 76." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
[ 0, 4, 3, 4, 2, 4, 4, 1, 3, 4, 2, 59, 56, 36, 33, 6, 35, 12, 7, 7, 7, 8, 6, 9, 5, 4, 5, 1, 6, 3, 4, 1, 2, 4, 0, 2, 4, 5, 3, 1, 5, 6, 4, 1, 7, 5, 3, 1, 3, 5, 1, 6, 4, 3, 3, 6, 6, 5, 0, 6, 3, 6, 2, 9, 0, 5, 5, 5, 5, 8, 5, 2, 4, 3, 4, 2, 4, 9, 13, 9, 7, 12, 8, 11, 17, 12, 11, 12, 12, 10, 12, 10, 14, 28, 10, 13, 11, 6, 11, 23, 11, 9, 8, 10, 11, 11, 8, 9, 44, 21, 14, 13, 12, 10, 12, 8, 10, 11, 8, 8, 13, 4, 4, 2, 6, 3, 2, 4, 3, 3, 8, 5, 1, 3, 1, 5, 2, 8, 3, 0, 0, 5, 7, 2, 5, 3, 4, 6, 7, 4, 9, 5, 6, 9, 5, 0, 5, 5, 4, 4, 4, 2, 8, 49, 8, 7, 3, 8, 8, 5, 16, 5, 8, 1, 6, 6, 1, 4, 7, 2, 7, 3, 2, 5, 7, 6, 1, 6, 4, 13, 7, 54, 21, 35, 38, 70, 27, 23, 9, 21, 18, 18, 11, 15, 26, 8, 10, 8, 8, 8, 10, 7, 10, 10, 4, 9, 4, 8, 7, 6, 7, 6, 7, 2, 5, 8, 5, 7, 5, 2, 11, 2, 4, 3, 9, 3, 4, 8, 7, 3, 6, 12, 4, 9, 4, 6, 8, 5, 15, 11, 24, 3, 4, 3, 4, 10, 7, 9, 24, 10, 8, 6, 16, 6, 7, 25, 2, 3, 6, 5, 5, 7, 3, 4, 7, 6, 9, 2, 10, 5, 3, 2, 10, 6, 5, 4, 3, 7, 6, 18, 4, 6, 7, 5, 5, 7, 3, 3, 5, 9, 5, 3, 1, 6, 4, 6, 6, 4, 6, 4, 9, 5, 8, 13, 5, 7, 9, 3, 5, 5, 2, 2, 4, 4, 6, 5, 2, 3, 4, 5, 7, 3, 7, 4, 4, 8, 8, 3, 5, 7, 3, 6, 4, 9, 3, 10, 7, 1, 4, 2, 4, 3, 3, 5, 5, 9, 3, 2, 3, 26, 8, 1, 2, 7, 5, 6, 2, 4, 4, 5, 4, 12, 4, 3, 8, 7, 4, 11, 5, 11, 25, 8, 15, 10, 4, 11, 4, 4, 5, 5, 11, 4, 7, 8, 6, 7, 2, 4, 3, 4, 8, 6, 5, 2, 2, 4, 4, 8, 9, 11, 1, 1, 4, 11, 2, 9, 12, 2, 5, 4, 1, 5, 6, 5, 5, 3, 5, 2, 3, 3, 10, 3, 5, 6, 6, 1, 2, 15, 10, 7, 10, 10, 4, 10, 12, 6, 11, 5, 7, 2, 8, 13, 8, 8, 2, 1, 11, 6, 7, 14, 7, 2, 6, 8, 4, 9, 3, 5, 8, 3, 4, 3, 4, 22, 19, 12, 5, 14, 11, 6, 1, 9, 6, 0, 6, 3, 5, 29, 2, 4, 5, 24, 6, 4, 32, 13, 8, 0, 8, 3, 6, 1, 4, 4, 28, 6, 5, 4, 2, 3, 2, 2 ]
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[ "0" ]
{ "ja": [ "過去のトレンド: [カラム_0] 過去のトレンド: 横ばい", "予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向", "過去の変化率: [カラム_0] 過去の変化率: -50.00%", "予測される変化率: [カラム_0] 予測される変化率: -40.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.12倍)", "トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: -50.00%", "Forecasted change rate: [column_0] Forecasted change rate: -40.00%", "Volatility: [column_0] Volatility: high (standard deviation is 1.12 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 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 22 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 22.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 94." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 147.72%", "予測される変化率: [カラム_0] 予測される変化率: -55.98%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.56倍)", "トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 147.72%", "Forecasted change rate: [column_0] Forecasted change rate: -55.98%", "Volatility: [column_0] Volatility: high (standard deviation is 1.56 times the mean)", "Trend: [column_0] Trend intensification: downward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 49", "First turning point: [column_0] First turning point: at data point 3 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 88 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 88.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 94." ] }
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: -60.13%", "予測される変化率: [カラム_0] 予測される変化率: 1475.77%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.36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: 53個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: -60.13%", "Forecasted change rate: [column_0] Forecasted change rate: 1475.77%", "Volatility: [column_0] Volatility: high (standard deviation is 2.36 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 53", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 32 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 32.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is 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: 下降傾向", "予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 13.15%", "予測される変化率: [カラム_0] 予測される変化率: -21.31%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.07倍)", "トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 46個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 13.15%", "Forecasted change rate: [column_0] Forecasted change rate: -21.31%", "Volatility: [column_0] Volatility: high (standard deviation is 1.07 times the mean)", "Trend: [column_0] Trend intensification: downward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 46", "First turning point: [column_0] First turning point: at data point 3 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 90.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 86." ] }
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: -90.15%", "予測される変化率: [カラム_0] 予測される変化率: 109.89%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.85倍)", "トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -90.15%", "Forecasted change rate: [column_0] Forecasted change rate: 109.89%", "Volatility: [column_0] Volatility: high (standard deviation is 2.85 times the mean)", "Trend: [column_0] Trend continuation: upward trend continues", "Turning points: [column_0] Turning points in forecast period: 52", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 6 での自己相関は強いです。", "部分自己相関: [カラム_0] ラグ 92 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 86 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 96.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 6.", "Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 92.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 86." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: -24.07%", "予測される変化率: [カラム_0] 予測される変化率: 137.62%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.12倍)", "トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -24.07%", "Forecasted change rate: [column_0] Forecasted change rate: 137.62%", "Volatility: [column_0] Volatility: high (standard deviation is 1.12 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 51", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 94.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 90." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: 9100.00%", "予測される変化率: [カラム_0] 予測される変化率: -56.10%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.89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1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: 9100.00%", "Forecasted change rate: [column_0] Forecasted change rate: -56.10%", "Volatility: [column_0] Volatility: high (standard deviation is 4.89 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 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] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 20.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 84." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 68.42%", "予測される変化率: [カラム_0] 予測される変化率: 155.70%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.67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: 64個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 68.42%", "Forecasted change rate: [column_0] Forecasted change rate: 155.70%", "Volatility: [column_0] Volatility: high (standard deviation is 0.67 times the mean)", "Trend: [column_0] Trend change: from stable to downward", "Turning points: [column_0] Turning points in forecast period: 64", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 66 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 68.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 66." ] }
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: 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: 366.67%", "予測される変化率: [カラム_0] 予測される変化率: -12.50%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.77倍)", "トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 366.67%", "Forecasted change rate: [column_0] Forecasted change rate: -12.50%", "Volatility: [column_0] Volatility: high (standard deviation is 0.77 times the mean)", "Trend: [column_0] Trend intensification: stable trend strengthens", "Turning points: [column_0] Turning points in forecast period: 59", "First turning point: [column_0] First turning point: at data point 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 46 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 46.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 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: 75.39%", "予測される変化率: [カラム_0] 予測される変化率: 24.66%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.33倍)", "トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 75.39%", "Forecasted change rate: [column_0] Forecasted change rate: 24.66%", "Volatility: [column_0] Volatility: high (standard deviation is 1.33 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 48", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 82.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 92." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 16.18%", "予測される変化率: [カラム_0] 予測される変化率: -16.22%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.39倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 61個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 16.18%", "Forecasted change rate: [column_0] Forecasted change rate: -16.22%", "Volatility: [column_0] Volatility: high (standard deviation is 1.39 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 61", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 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 90 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 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 90." ] }
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: 下降傾向", "予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向", "過去の変化率: [カラム_0] 過去の変化率: -26.11%", "予測される変化率: [カラム_0] 予測される変化率: 532.93%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.25倍)", "トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 45個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: -26.11%", "Forecasted change rate: [column_0] Forecasted change rate: 532.93%", "Volatility: [column_0] Volatility: high (standard deviation is 1.25 times the mean)", "Trend: [column_0] Trend change: from downward to upward", "Turning points: [column_0] Turning points in forecast period: 45", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from 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 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 84 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 80.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [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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[ "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: 235.29%", "予測される変化率: [カラム_0] 予測される変化率: -6.52%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.43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: 66個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 235.29%", "Forecasted change rate: [column_0] Forecasted change rate: -6.52%", "Volatility: [column_0] Volatility: high (standard deviation is 1.43 times the mean)", "Trend: [column_0] Trend continuation: upward 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 upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 86 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 86.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 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: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 112.82%", "予測される変化率: [カラム_0] 予測される変化率: -86.38%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の9.49倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 112.82%", "Forecasted change rate: [column_0] Forecasted change rate: -86.38%", "Volatility: [column_0] Volatility: high (standard deviation is 9.49 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 51", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 96.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 92." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 177.29%", "予測される変化率: [カラム_0] 予測される変化率: 80.48%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.30倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 177.29%", "Forecasted change rate: [column_0] Forecasted change rate: 80.48%", "Volatility: [column_0] Volatility: high (standard deviation is 1.30 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 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 68 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 80 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 68.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 80." ] }
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: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 9.30%", "予測される変化率: [カラム_0] 予測される変化率: 70.11%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.93倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 9.30%", "Forecasted change rate: [column_0] Forecasted change rate: 70.11%", "Volatility: [column_0] Volatility: high (standard deviation is 3.93 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 78 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 78.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 92." ] }
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: 102.43%", "予測される変化率: [カラム_0] 予測される変化率: -32.80%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.62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: 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: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 102.43%", "Forecasted change rate: [column_0] Forecasted change rate: -32.80%", "Volatility: [column_0] Volatility: high (standard deviation is 3.62 times the mean)", "Trend: [column_0] Trend continuation: upward 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] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 62 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 62.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 94." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 144.83%", "予測される変化率: [カラム_0] 予測される変化率: -22.48%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.49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: 56個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 144.83%", "Forecasted change rate: [column_0] Forecasted change rate: -22.48%", "Volatility: [column_0] Volatility: high (standard deviation is 4.49 times the mean)", "Trend: [column_0] Trend intensification: downward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 56", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 94.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: 8.69%", "予測される変化率: [カラム_0] 予測される変化率: 22.57%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.88倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 47個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: 8.69%", "Forecasted change rate: [column_0] Forecasted change rate: 22.57%", "Volatility: [column_0] Volatility: high (standard deviation is 0.88 times the mean)", "Trend: [column_0] Trend change: from upward to stable", "Turning points: [column_0] Turning points in forecast period: 47", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 90.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [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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[ "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: 19.67%", "予測される変化率: [カラム_0] 予測される変化率: 15.19%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.46倍)", "トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の5番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: 19.67%", "Forecasted change rate: [column_0] Forecasted change rate: 15.19%", "Volatility: [column_0] Volatility: high (standard deviation is 3.46 times the mean)", "Trend: [column_0] Trend intensification: stable trend strengthens", "Turning points: [column_0] Turning points in forecast period: 54", "First turning point: [column_0] First turning point: at data point 5 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 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 does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 92.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 94." ] }
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: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 300.00%", "予測される変化率: [カラム_0] 予測される変化率: -81.74%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.73倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 300.00%", "Forecasted change rate: [column_0] Forecasted change rate: -81.74%", "Volatility: [column_0] Volatility: high (standard deviation is 2.73 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 26 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 26.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 90." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 61.54%", "予測される変化率: [カラム_0] 予測される変化率: -18.60%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の11.76倍)", "トレンド: [カラム_0] トレンドの継続: 下降傾向の傾向が続く", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 61.54%", "Forecasted change rate: [column_0] Forecasted change rate: -18.60%", "Volatility: [column_0] Volatility: high (standard deviation is 11.76 times the mean)", "Trend: [column_0] Trend continuation: downward trend continues", "Turning points: [column_0] Turning points in forecast period: 57", "First turning point: [column_0] First turning point: at data point 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 68 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 68.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 94." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 56.97%", "予測される変化率: [カラム_0] 予測される変化率: 37.59%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.20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: 54個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 56.97%", "Forecasted change rate: [column_0] Forecasted change rate: 37.59%", "Volatility: [column_0] Volatility: high (standard deviation is 8.20 times the mean)", "Trend: [column_0] Trend intensification: downward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 54", "First turning point: [column_0] First turning point: at data point 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 28 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 28.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 500.00%", "予測される変化率: [カラム_0] 予測される変化率: -80.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.02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: 500.00%", "Forecasted change rate: [column_0] Forecasted change rate: -80.00%", "Volatility: [column_0] Volatility: high (standard deviation is 2.02 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 86 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 82 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 86.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 82." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: -65.36%", "予測される変化率: [カラム_0] 予測される変化率: -4.10%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.51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2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: -65.36%", "Forecasted change rate: [column_0] Forecasted change rate: -4.10%", "Volatility: [column_0] Volatility: high (standard deviation is 7.51 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 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 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 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 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: 横ばい", "予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: -100.00%", "予測される変化率: [カラム_0] 予測される変化率: 200.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.39倍)", "トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 22個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: -100.00%", "Forecasted change rate: [column_0] Forecasted change rate: 200.00%", "Volatility: [column_0] Volatility: high (standard deviation is 3.39 times the mean)", "Trend: [column_0] Trend intensification: stable trend strengthens", "Turning points: [column_0] Turning points in forecast period: 22", "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 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 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 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 92." ] }
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: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 687.50%", "予測される変化率: [カラム_0] 予測される変化率: 23.53%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.25倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 687.50%", "Forecasted change rate: [column_0] Forecasted change rate: 23.53%", "Volatility: [column_0] Volatility: high (standard deviation is 3.25 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 58", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 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 92 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 80.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [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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[ "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: 146.58%", "予測される変化率: [カラム_0] 予測される変化率: 16.07%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.98倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 41個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 146.58%", "Forecasted change rate: [column_0] Forecasted change rate: 16.07%", "Volatility: [column_0] Volatility: high (standard deviation is 1.98 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 41", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 94.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 86." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: -36.21%", "予測される変化率: [カラム_0] 予測される変化率: -54.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.68倍)", "トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: -36.21%", "Forecasted change rate: [column_0] Forecasted change rate: -54.00%", "Volatility: [column_0] Volatility: high (standard deviation is 0.68 times the mean)", "Trend: [column_0] Trend intensification: stable trend strengthens", "Turning points: [column_0] Turning points in forecast period: 56", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 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 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 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 94." ] }
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: 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: -78.55%", "予測される変化率: [カラム_0] 予測される変化率: 11.25%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.73倍)", "トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 43個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: -78.55%", "Forecasted change rate: [column_0] Forecasted change rate: 11.25%", "Volatility: [column_0] Volatility: high (standard deviation is 0.73 times the mean)", "Trend: [column_0] Trend change: from downward to upward", "Turning points: [column_0] Turning points in forecast period: 43", "First turning point: [column_0] First turning point: at data point 3 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 14 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 10.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 14.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 84." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 79.63%", "予測される変化率: [カラム_0] 予測される変化率: -73.96%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.29倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 79.63%", "Forecasted change rate: [column_0] Forecasted change rate: -73.96%", "Volatility: [column_0] Volatility: high (standard deviation is 1.29 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 54", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 96.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 90." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 1822.45%", "予測される変化率: [カラム_0] 予測される変化率: -85.35%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.89倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 42個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 1822.45%", "Forecasted change rate: [column_0] Forecasted change rate: -85.35%", "Volatility: [column_0] Volatility: high (standard deviation is 1.89 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 42", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 14 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 10.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 14.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 84." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: 60.53%", "予測される変化率: [カラム_0] 予測される変化率: 15.22%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.31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1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: 60.53%", "Forecasted change rate: [column_0] Forecasted change rate: 15.22%", "Volatility: [column_0] Volatility: high (standard deviation is 2.31 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 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 92 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 92.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 147.95%", "予測される変化率: [カラム_0] 予測される変化率: -17.77%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.36倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 147.95%", "Forecasted change rate: [column_0] Forecasted change rate: -17.77%", "Volatility: [column_0] Volatility: high (standard deviation is 0.36 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 56", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 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 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 90.", "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 84." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
[ 2, 4, 2, 3, 5, 1, 7, 6, 8, 0, 6, 13, 2, 4, 9, 3, 3, 4, 5, 6, 2, 2, 6, 2, 4, 3, 1, 6, 6, 3, 4, 2, 1, 2, 2, 3, 3, 2, 2, 5, 0, 4, 6, 8, 5, 3, 2, 0, 1, 5, 2, 2, 3, 3, 3, 1, 0, 5, 6, 3, 2, 1, 4, 3, 1, 5, 2, 1, 5, 2, 5, 1, 3, 4, 3, 4, 5, 19, 158, 26, 25, 29, 11, 14, 9, 15, 24, 13, 18, 8, 13, 16, 20, 14, 15, 12, 14, 35, 14, 29, 9, 24, 15, 31, 20, 16, 22, 11, 12, 16, 9, 11, 15, 19, 15, 39, 22, 17, 21, 15, 13, 11, 19, 18, 17, 12, 17, 17, 14, 17, 19, 18, 14, 22, 19, 5, 95, 52, 12, 20, 12, 23, 14, 21, 29, 36, 22, 22, 13, 14, 23, 19, 12, 7, 16, 108, 31, 22, 62, 22, 15, 20, 24, 10, 13, 22, 12, 12, 19, 11, 15, 17, 17, 9, 15, 23, 16, 14, 16, 10, 9, 83, 67, 36, 35, 58, 25, 22, 21, 6, 11, 25, 57, 22, 33, 17, 389, 178, 17, 315, 52, 24, 21, 28, 436, 40, 36, 21, 15, 21, 11, 13, 10, 21, 18, 11, 8, 7, 13, 19, 33, 20, 13, 13, 13, 19, 16, 14, 16, 7, 37, 23, 85, 101, 54, 30, 39, 15, 21, 14, 15, 12, 15, 19, 13, 17, 24, 25, 21, 22, 15, 17, 18, 15, 94, 11, 23, 12, 19, 17, 14, 16, 21, 20, 16, 17, 14, 14, 18, 21, 19, 18, 20, 10, 29, 16, 13, 37, 9, 64, 46, 79, 16, 162, 747, 17, 46, 21, 86, 25, 69, 51, 17, 32, 155, 98, 27, 20, 35, 166, 14, 15, 15, 56, 29, 157, 31, 30, 44, 33, 84, 9, 75, 18, 50, 63, 16, 52, 21, 51, 48, 15, 12, 20, 23, 19, 45, 21, 16, 52, 53, 37, 46, 38, 21, 6, 22, 13, 36, 29, 110, 18, 43, 81, 25, 15, 32, 53, 42, 37, 23, 52, 34, 29, 132, 28, 35, 39, 68, 61, 38, 34, 15, 33, 338, 17, 16, 38, 30, 50, 16, 11, 32, 10, 23, 29, 18, 20, 16, 30, 45, 37, 38, 61, 13, 35, 25, 22, 22, 18, 468, 223, 22, 21, 22, 75, 21, 23, 36, 44, 15, 79, 25, 20, 22, 13, 26, 75, 28, 23, 41, 20, 34, 24, 19, 31, 19, 20, 24, 13, 14, 7, 15, 34, 19, 32, 25, 24, 41, 12, 124, 29, 22, 23, 20, 21, 13, 13, 29, 9, 90, 18, 44, 252, 75, 33, 146, 68, 36, 131, 81, 24, 33, 28, 27, 42, 47, 117, 52, 40, 62, 55, 33, 281, 93, 135, 4417, 441, 317, 354, 131, 78, 476, 98, 64, 82, 44, 45, 36, 23, 16, 111, 35, 18, 24, 15, 32, 28, 41, 16, 44, 75, 68, 86, 44, 21, 34, 27, 47, 41, 50, 82, 47, 22, 28, 20, 22, 24, 35, 91, 26, 46 ]
[ 31, 15, 29, 22, 34, 25, 40, 27, 22, 18, 20, 42, 22, 96, 86, 97, 299, 163, 22, 28, 127, 84, 1522, 1426, 426, 66, 79, 86, 107, 61, 196, 50, 24, 158, 77, 194, 60, 40, 38, 35, 75, 66, 36, 27, 39, 30, 30, 26, 42, 33, 32, 73, 205, 32, 42, 168, 64, 122, 59, 46, 80, 247, 132, 139, 58, 65, 33, 89, 112, 102, 26, 29, 31, 27, 60, 28, 36, 57, 53, 68, 36, 83, 61, 176, 57, 39, 59, 42, 208, 53, 40, 35, 63, 31, 37, 206 ]
[ "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: 2200.00%", "予測される変化率: [カラム_0] 予測される変化率: 564.52%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.75倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 63個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 2200.00%", "Forecasted change rate: [column_0] Forecasted change rate: 564.52%", "Volatility: [column_0] Volatility: high (standard deviation is 3.75 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 63", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 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 shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 82.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 90." ] }
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: 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: -80.00%", "予測される変化率: [カラム_0] 予測される変化率: 400.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.55倍)", "トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 46個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: upward", "Historical change rate: [column_0] Historical change rate: -80.00%", "Forecasted change rate: [column_0] Forecasted change rate: 400.00%", "Volatility: [column_0] Volatility: high (standard deviation is 8.55 times the mean)", "Trend: [column_0] Trend change: from downward to upward", "Turning points: [column_0] Turning points in forecast period: 46", "First turning point: [column_0] First turning point: at data point 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 54 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 54.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 92." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 20.50%", "予測される変化率: [カラム_0] 予測される変化率: 55.72%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.36倍)", "トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 20.50%", "Forecasted change rate: [column_0] Forecasted change rate: 55.72%", "Volatility: [column_0] Volatility: high (standard deviation is 0.36 times the mean)", "Trend: [column_0] Trend intensification: downward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 57", "First turning point: [column_0] First turning point: at data point 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 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 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 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 94." ] }
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: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: -50.00%", "予測される変化率: [カラム_0] 予測される変化率: -100.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.27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: 48個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: -50.00%", "Forecasted change rate: [column_0] Forecasted change rate: -100.00%", "Volatility: [column_0] Volatility: high (standard deviation is 1.27 times the mean)", "Trend: [column_0] Trend change: from upward to stable", "Turning points: [column_0] Turning points in forecast period: 48", "First turning point: [column_0] First turning point: at data point 3 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 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] ラグ 14 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 24.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 14.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 84." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
[ 7, 9, 10, 13, 136, 7, 6, 5, 9, 5, 4, 9, 21, 5, 8, 3, 11, 4, 10, 18, 6, 8, 10, 13, 13, 6, 3, 26, 8, 6, 5, 5, 2, 8, 3, 5, 9, 6, 6, 7, 3, 6, 5, 2, 10, 2, 15, 4, 6, 9, 3, 3, 3, 5, 8, 5, 12, 2, 8, 5, 2, 8, 2, 5, 4, 3, 8, 4, 4, 6, 2, 2, 5, 6, 1, 5, 12, 8, 10, 13, 7, 12, 14, 7, 15, 7, 9, 6, 23, 22, 30, 12, 7, 14, 9, 19, 10, 11, 8, 4, 11, 6, 6, 10, 9, 12, 17, 9, 7, 8, 14, 12, 27, 5, 7, 4, 6, 6, 9, 13, 11, 6, 8, 6, 6, 8, 3, 4, 36, 6, 25, 4, 33, 15, 10, 5, 5, 10, 6, 7, 25, 19, 5, 11, 8, 7, 8, 10, 7, 10, 13, 5, 8, 7, 13, 9, 8, 9, 10, 14, 25, 4, 4, 9, 12, 17, 9, 10, 11, 7, 8, 7, 10, 9, 14, 8, 7, 9, 8, 6, 11, 9, 9, 4, 17, 4, 8, 7, 21, 10, 10, 8, 4, 5, 13, 9, 10, 11, 8, 7, 15, 5, 14, 9, 10, 8, 15, 14, 10, 6, 25, 23, 18, 124, 12, 10, 12, 13, 21, 15, 14, 6, 14, 11, 13, 22, 10, 5, 6, 4, 12, 9, 9, 23, 7, 36, 12, 6, 10, 32, 16, 11, 11, 23, 9, 9, 17, 11, 12, 12, 9, 15, 4, 170, 4, 8, 13, 6, 11, 12, 8, 40, 28, 22, 25, 7, 5, 9, 9, 11, 24, 13, 8, 35, 7, 18, 10, 10, 8, 10, 12, 7, 10, 6, 8, 9, 7, 9, 6, 19, 10, 9, 9, 27, 13, 12, 10, 14, 15, 8, 5, 15, 8, 7, 5, 5, 5, 13, 9, 8, 7, 7, 9, 8, 15, 6, 13, 11, 10, 7, 4, 27, 21, 20, 19, 12, 11, 10, 9, 13, 8, 22, 16, 11, 18, 13, 12, 67, 6, 20, 13, 10, 6, 10, 9, 8, 5, 16, 11, 10, 8, 11, 26, 51, 8, 15, 27, 24, 13, 17, 10, 10, 3, 17, 4, 22, 16, 5, 12, 82, 18, 22, 18, 12, 8, 11, 13, 14, 11, 10, 19, 6, 23, 9, 23, 11, 31, 40, 8, 16, 10, 49, 16, 15, 13, 12, 11, 13, 17, 7, 9, 11, 10, 5, 15, 73, 12, 16, 16, 48, 56, 10, 27, 21, 6, 14, 7, 9, 13, 2, 8, 10, 11, 9, 36, 4, 12, 8, 9, 9, 5, 11, 8, 14, 11, 22, 16, 17, 14, 8, 11, 12, 5, 6, 13, 14, 13, 4, 8, 11, 11, 19, 7, 4, 7, 4, 14, 17, 5, 17, 6, 7, 15, 11, 12, 13, 10, 33, 4, 8, 4, 13, 22, 11, 9, 13, 8, 13, 9, 6, 6, 10, 11, 15, 10, 4, 22, 13, 16, 10, 11, 1, 12, 11, 11, 8, 9, 1, 3, 20, 4, 14, 9, 10, 9, 16, 12, 44, 87, 61, 10, 11 ]
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[ "0" ]
{ "ja": [ "過去のトレンド: [カラム_0] 過去のトレンド: 横ばい", "予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向", "過去の変化率: [カラム_0] 過去の変化率: 57.14%", "予測される変化率: [カラム_0] 予測される変化率: 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1.15倍)", "トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 57.14%", "Forecasted change rate: [column_0] Forecasted change rate: 15.38%", "Volatility: [column_0] Volatility: high (standard deviation is 1.15 times the mean)", "Trend: [column_0] Trend change: from stable to upward", "Turning points: [column_0] Turning points in forecast period: 58", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 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 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 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 76." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
[ 400, 849, 609, 364, 480, 455, 441, 402, 367, 364, 350, 530, 701, 350, 407, 406, 297, 291, 460, 564, 345, 363, 337, 661, 384, 464, 470, 374, 395, 360, 334, 323, 439, 367, 337, 280, 351, 334, 369, 358, 277, 323, 394, 378, 431, 378, 370, 335, 338, 308, 345, 451, 365, 405, 346, 518, 463, 408, 392, 323, 369, 344, 372, 356, 347, 641, 395, 598, 447, 497, 381, 497, 526, 401, 551, 428, 373, 421, 551, 447, 535, 561, 454, 532, 947, 859, 602, 545, 644, 996, 638, 453, 401, 351, 349, 483, 397, 330, 410, 404, 313, 466, 566, 445, 414, 404, 649, 367, 354, 397, 398, 382, 408, 348, 394, 592, 558, 421, 474, 336, 324, 496, 342, 379, 662, 622, 621, 678, 612, 761, 924, 781, 641, 653, 549, 619, 1935, 2336, 2292, 2880, 2951, 2722, 1763, 1600, 1990, 1451, 1297, 1015, 1020, 820, 763, 901, 793, 625, 569, 557, 535, 563, 647, 589, 657, 632, 652, 534, 1085, 1118, 1378, 1082, 626, 665, 714, 613, 692, 687, 595, 507, 559, 541, 3137, 2492, 2113, 2014, 1831, 1724, 1678, 1719, 2358, 1690, 1467, 1245, 1162, 1434, 1192, 1472, 1037, 832, 753, 716, 714, 643, 799, 678, 634, 555, 563, 632, 655, 767, 674, 594, 544, 541, 554, 508, 789, 607, 496, 481, 580, 468, 527, 526, 694, 601, 593, 730, 626, 670, 647, 613, 541, 549, 478, 455, 500, 543, 472, 465, 475, 446, 1043, 521, 587, 491, 423, 458, 391, 730, 511, 556, 479, 513, 515, 541, 409, 418, 623, 821, 702, 584, 603, 744, 480, 534, 522, 717, 613, 823, 993, 740, 651, 588, 417, 400, 482, 452, 493, 602, 575, 512, 493, 456, 890, 591, 706, 692, 539, 555, 542, 533, 512, 771, 742, 930, 813, 851, 1310, 1130, 1154, 1030, 763, 657, 539, 548, 532, 589, 490, 486, 474, 510, 549, 444, 514, 480, 635, 473, 500, 455, 479, 567, 518, 474, 444, 439, 443, 500, 524, 454, 509, 445, 376, 472, 456, 511, 422, 729, 610, 489, 511, 447, 581, 546, 500, 462, 490, 647, 450, 635, 503, 463, 573, 540, 416, 840, 591, 405, 401, 397, 410, 528, 530, 531, 486, 479, 520, 505, 669, 960, 960, 798, 1203, 712, 645, 534, 519, 503, 543, 525, 486, 516, 912, 745, 607, 531, 658, 511, 464, 594, 669, 613, 750, 691, 762, 677, 708, 828, 590, 563, 493, 466, 405, 473, 371, 395, 409, 425, 370, 382, 395, 334, 396, 409, 427, 365, 637, 373, 377, 404, 398, 498, 508, 826, 539, 490, 556, 500, 419, 399, 373, 379, 413, 468, 458, 437, 463, 398, 354, 436, 908, 638, 458, 426, 385, 345, 361, 455, 416, 381, 319, 337, 333, 333, 405, 406, 395, 344, 341, 314, 388, 440, 395, 357, 344, 321, 363, 461, 452, 501, 512, 444, 624, 496, 531, 447, 440, 327, 389, 416, 362, 342, 486, 403, 472, 431, 337, 354, 375, 518, 584, 490, 439, 424, 459, 452, 546, 502, 707, 2565, 6031, 7063, 6654, 6101, 3961, 3665, 1797, 1321, 1074, 1031, 1126, 1113, 1367, 1073 ]
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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: 168.25%", "予測される変化率: [カラム_0] 予測される変化率: -43.25%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.90倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 168.25%", "Forecasted change rate: [column_0] Forecasted change rate: -43.25%", "Volatility: [column_0] Volatility: high (standard deviation is 0.90 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 51", "First turning point: [column_0] First turning point: at data point 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 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] 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 20.", "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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[ "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: 49.82%", "予測される変化率: [カラム_0] 予測される変化率: -44.09%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.57倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 49.82%", "Forecasted change rate: [column_0] Forecasted change rate: -44.09%", "Volatility: [column_0] Volatility: high (standard deviation is 2.57 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 51", "First turning point: [column_0] First turning point: at data point 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 34 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 34.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 92." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: -49.62%", "予測される変化率: [カラム_0] 予測される変化率: 37.79%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.93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: 38個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: -49.62%", "Forecasted change rate: [column_0] Forecasted change rate: 37.79%", "Volatility: [column_0] Volatility: high (standard deviation is 0.93 times the mean)", "Trend: [column_0] Trend change: from downward to upward", "Turning points: [column_0] Turning points in forecast period: 38", "First turning point: [column_0] First turning point: at data point 4 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 56 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 94.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 56." ] }
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: 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: -13.80%", "予測される変化率: [カラム_0] 予測される変化率: -13.83%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.22倍)", "トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 62個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: -13.80%", "Forecasted change rate: [column_0] Forecasted change rate: -13.83%", "Volatility: [column_0] Volatility: high (standard deviation is 1.22 times the mean)", "Trend: [column_0] Trend change: from downward to upward", "Turning points: [column_0] Turning points in forecast period: 62", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 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 downward trend.", "Noise: [column_0] The data contains high randomness at period 68.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 76." ] }
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: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 638.95%", "予測される変化率: [カラム_0] 予測される変化率: 26.23%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.70倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 70個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 638.95%", "Forecasted change rate: [column_0] Forecasted change rate: 26.23%", "Volatility: [column_0] Volatility: high (standard deviation is 1.70 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 70", "First turning point: [column_0] First turning point: at data point 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 66 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 66.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 92." ] }
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: 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: -52.79%", "予測される変化率: [カラム_0] 予測される変化率: 48.75%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.39倍)", "トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 45個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: -52.79%", "Forecasted change rate: [column_0] Forecasted change rate: 48.75%", "Volatility: [column_0] Volatility: high (standard deviation is 0.39 times the mean)", "Trend: [column_0] Trend change: from downward to upward", "Turning points: [column_0] Turning points in forecast period: 45", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 14 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 10.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 14.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 84." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 222.07%", "予測される変化率: [カラム_0] 予測される変化率: -56.32%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.38倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 44個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 222.07%", "Forecasted change rate: [column_0] Forecasted change rate: -56.32%", "Volatility: [column_0] Volatility: high (standard deviation is 2.38 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 44", "First turning point: [column_0] First turning point: at data point 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 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 56 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 40.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 56." ] }
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: 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: -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1.55倍)", "トレンド: [カラム_0] トレンドの継続: 横ばいの傾向が続く", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 38個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: -100.00%", "Forecasted change rate: [column_0] Forecasted change rate: -75.00%", "Volatility: [column_0] Volatility: high (standard deviation is 1.55 times the mean)", "Trend: [column_0] Trend continuation: stable trend continues", "Turning points: [column_0] Turning points in forecast period: 38", "First turning point: [column_0] First turning point: at data point 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 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 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 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 92." ] }
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: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 64.00%", "予測される変化率: [カラム_0] 予測される変化率: 27.48%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.69倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 64.00%", "Forecasted change rate: [column_0] Forecasted change rate: 27.48%", "Volatility: [column_0] Volatility: high (standard deviation is 1.69 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 55", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 88 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear 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 88." ] }
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: 下降傾向", "過去の変化率: [カラム_0] 過去の変化率: 557.65%", "予測される変化率: [カラム_0] 予測される変化率: -39.52%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.54倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 38個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 557.65%", "Forecasted change rate: [column_0] Forecasted change rate: -39.52%", "Volatility: [column_0] Volatility: high (standard deviation is 0.54 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 38", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 6 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 96.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 6.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 84." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 51.75%", "予測される変化率: [カラム_0] 予測される変化率: -13.77%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.56倍)", "トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 29個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 51.75%", "Forecasted change rate: [column_0] Forecasted change rate: -13.77%", "Volatility: [column_0] Volatility: high (standard deviation is 0.56 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 29", "First turning point: [column_0] First turning point: at data point 3 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 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 68.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 84." ] }
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: 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19.24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: 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3番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: -100.00%", "Forecasted change rate: [column_0] Forecasted change rate: -100.00%", "Volatility: [column_0] Volatility: high (standard deviation is 19.24 times the mean)", "Trend: [column_0] Trend change: from upward to stable", "Turning points: [column_0] Turning points in forecast period: 12", "First turning point: [column_0] First turning point: at data point 3 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 88 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 82.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 88." ] }
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: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: 200.00%", "予測される変化率: [カラム_0] 予測される変化率: -81.25%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の18.19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: 60個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: 200.00%", "Forecasted change rate: [column_0] Forecasted change rate: -81.25%", "Volatility: [column_0] Volatility: high (standard deviation is 18.19 times the mean)", "Trend: [column_0] Trend change: from upward to stable", "Turning points: [column_0] Turning points in forecast period: 60", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 62 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 62.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 90." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: -97.16%", "予測される変化率: [カラム_0] 予測される変化率: -13.79%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の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: 47個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: -97.16%", "Forecasted change rate: [column_0] Forecasted change rate: -13.79%", "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: 47", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 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] ラグ 86 での部分自己相関は強いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 96.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 86.", "Stationarity: [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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[ "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: -71.19%", "予測される変化率: [カラム_0] 予測される変化率: 4.91%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.76倍)", "トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: -71.19%", "Forecasted change rate: [column_0] Forecasted change rate: 4.91%", "Volatility: [column_0] Volatility: high (standard deviation is 0.76 times the mean)", "Trend: [column_0] Trend change: from downward to upward", "Turning points: [column_0] Turning points in forecast period: 54", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 44 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 44.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
[ 0, 1, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 3, 0, 1, 2, 0, 1, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 2, 1, 0, 0, 0, 3, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 5, 4, 1, 53, 5, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 1, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 2, 1, 1, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 9, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 3, 0, 1, 0, 0, 0, 2, 2, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 1, 0, 0, 2, 2, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 1, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 0, 0, 1, 1, 0, 0, 2, 0, 0, 1, 0, 1, 0, 0, 0, 1, 1, 0, 1, 1, 0, 1, 0, 1, 0, 1, 1, 2, 2, 3, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 1, 1, 1, 0, 0, 1, 0, 0, 0, 1, 1, 0, 1, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 1, 1, 0, 0, 0, 1, 2, 0, 1, 0, 1, 0, 1, 0, 6, 1, 3, 1, 2, 0, 2, 2, 2, 0, 3, 0, 2, 0, 0, 2, 3, 1, 1, 1, 1, 4, 0, 0, 2, 0, 0, 2, 1, 1, 0, 1, 2, 1, 0, 0, 0, 1, 0, 1, 0, 2, 0, 0, 2, 7, 0, 1, 0, 2, 0, 0, 2, 0, 0, 3, 1, 2, 1, 1, 1, 0, 0, 0, 1, 0, 0, 2, 0, 2, 0, 1, 1, 0, 0, 0, 2, 1, 1, 0, 1, 0, 3, 0 ]
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[ "0" ]
{ "ja": [ "過去のトレンド: [カラム_0] 過去のトレンド: 横ばい", "予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: -100.00%", "予測される変化率: [カラム_0] 予測される変化率: -100.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.31倍)", "トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 33個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の5番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: -100.00%", "Forecasted change rate: [column_0] Forecasted change rate: -100.00%", "Volatility: [column_0] Volatility: high (standard deviation is 3.31 times the mean)", "Trend: [column_0] Trend intensification: stable trend strengthens", "Turning points: [column_0] Turning points in forecast period: 33", "First turning point: [column_0] First turning point: at data point 5 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 80.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 160.00%", "予測される変化率: [カラム_0] 予測される変化率: 16.67%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.59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: 58個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 160.00%", "Forecasted change rate: [column_0] Forecasted change rate: 16.67%", "Volatility: [column_0] Volatility: high (standard deviation is 0.59 times the mean)", "Trend: [column_0] Trend change: from stable to downward", "Turning points: [column_0] Turning points in forecast period: 58", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 70 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 70.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 94." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 140.62%", "予測される変化率: [カラム_0] 予測される変化率: -62.07%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の5.34倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 140.62%", "Forecasted change rate: [column_0] Forecasted change rate: -62.07%", "Volatility: [column_0] Volatility: high (standard deviation is 5.34 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 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 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 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 84." ] }
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: 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: 186.67%", "予測される変化率: [カラム_0] 予測される変化率: 28.05%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の10.40倍)", "トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 186.67%", "Forecasted change rate: [column_0] Forecasted change rate: 28.05%", "Volatility: [column_0] Volatility: high (standard deviation is 10.40 times the mean)", "Trend: [column_0] Trend change: from stable to upward", "Turning points: [column_0] Turning points in forecast period: 59", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 94.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "0" ]
{ "ja": [ "過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向", "予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい", "過去の変化率: [カラム_0] 過去の変化率: -57.50%", "予測される変化率: [カラム_0] 予測される変化率: 26.32%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.22倍)", "トレンド: [カラム_0] トレンドの変化: 下降傾向から横ばいへ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: -57.50%", "Forecasted change rate: [column_0] Forecasted change rate: 26.32%", "Volatility: [column_0] Volatility: high (standard deviation is 8.22 times the mean)", "Trend: [column_0] Trend change: from downward to stable", "Turning points: [column_0] Turning points in forecast period: 52", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 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] ラグ 94 での部分自己相関は強いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 80.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 94.", "Stationarity: [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: 12688.06%", "予測される変化率: [カラム_0] 予測される変化率: 0.59%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.70倍)", "トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 42個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 12688.06%", "Forecasted change rate: [column_0] Forecasted change rate: 0.59%", "Volatility: [column_0] Volatility: high (standard deviation is 1.70 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 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 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] ラグ 14 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 12.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 14.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 60.07%", "予測される変化率: [カラム_0] 予測される変化率: -39.37%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.42倍)", "トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 47個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 60.07%", "Forecasted change rate: [column_0] Forecasted change rate: -39.37%", "Volatility: [column_0] Volatility: high (standard deviation is 0.42 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 47", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 80.", "Autocorrelation: [column_0] The autocorrelation is 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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[ "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: 91.87%", "予測される変化率: [カラム_0] 予測される変化率: -28.68%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.47倍)", "トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 35個", "最初のターニングポイント: [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: 91.87%", "Forecasted change rate: [column_0] Forecasted change rate: -28.68%", "Volatility: [column_0] Volatility: high (standard deviation is 0.47 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 35", "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 10 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 14 での自己相関は強いです。", "部分自己相関: [カラム_0] ラグ 6 での部分自己相関は強いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 10.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 14.", "Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 6.", "Stationarity: [column_0] The data is not stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 84." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 9600.00%", "予測される変化率: [カラム_0] 予測される変化率: -86.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.56倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 9600.00%", "Forecasted change rate: [column_0] Forecasted change rate: -86.00%", "Volatility: [column_0] Volatility: high (standard deviation is 3.56 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 55", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データ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] 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 does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 12.", "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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[ "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: -49.31%", "予測される変化率: [カラム_0] 予測される変化率: 6.17%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.49倍)", "トレンド: [カラム_0] トレンドの継続: 下降傾向の傾向が続く", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: -49.31%", "Forecasted change rate: [column_0] Forecasted change rate: 6.17%", "Volatility: [column_0] Volatility: high (standard deviation is 3.49 times the mean)", "Trend: [column_0] Trend continuation: downward trend continues", "Turning points: [column_0] Turning points in forecast period: 48", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 94.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: 380.00%", "予測される変化率: [カラム_0] 予測される変化率: 20.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.65倍)", "トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 380.00%", "Forecasted change rate: [column_0] Forecasted change rate: 20.00%", "Volatility: [column_0] Volatility: high (standard deviation is 0.65 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 57", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 52 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 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 52.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 94." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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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: -57.69%", "予測される変化率: [カラム_0] 予測される変化率: 5.88%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.20倍)", "トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: -57.69%", "Forecasted change rate: [column_0] Forecasted change rate: 5.88%", "Volatility: [column_0] Volatility: high (standard deviation is 7.20 times the mean)", "Trend: [column_0] Trend change: from upward to downward", "Turning points: [column_0] Turning points in forecast period: 54", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 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 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
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: 86600.00%", "予測される変化率: [カラム_0] 予測される変化率: 25.75%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.43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: 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: upward", "Historical change rate: [column_0] Historical change rate: 86600.00%", "Forecasted change rate: [column_0] Forecasted change rate: 25.75%", "Volatility: [column_0] Volatility: high (standard deviation is 2.43 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "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 68 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 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 68.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 92." ] }
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: 51.46%", "予測される変化率: [カラム_0] 予測される変化率: -11.76%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の5.82倍)", "トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 51.46%", "Forecasted change rate: [column_0] Forecasted change rate: -11.76%", "Volatility: [column_0] Volatility: high (standard deviation is 5.82 times the mean)", "Trend: [column_0] Trend continuation: upward trend continues", "Turning points: [column_0] Turning points in forecast period: 55", "First turning point: [column_0] First turning point: at data point 2 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な上昇トレンドを示しています。", "ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 90.", "Autocorrelation: [column_0] The autocorrelation is strong at lag 2.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 300.00%", "予測される変化率: [カラム_0] 予測される変化率: 350.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.93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: 58個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: stable", "Forecasted trend: [column_0] Forecasted trend: stable", "Historical change rate: [column_0] Historical change rate: 300.00%", "Forecasted change rate: [column_0] Forecasted change rate: 350.00%", "Volatility: [column_0] Volatility: high (standard deviation is 0.93 times the mean)", "Trend: [column_0] Trend intensification: stable trend strengthens", "Turning points: [column_0] Turning points in forecast period: 58", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データ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 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 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 76." ] }
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: 383.33%", "予測される変化率: [カラム_0] 予測される変化率: 165.22%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.88倍)", "トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 62個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 383.33%", "Forecasted change rate: [column_0] Forecasted change rate: 165.22%", "Volatility: [column_0] Volatility: high (standard deviation is 0.88 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 62", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 78 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 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 78.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 19.64%", "予測される変化率: [カラム_0] 予測される変化率: 21.25%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.64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: 55個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 19.64%", "Forecasted change rate: [column_0] Forecasted change rate: 21.25%", "Volatility: [column_0] Volatility: high (standard deviation is 8.64 times the mean)", "Trend: [column_0] Trend change: from downward to upward", "Turning points: [column_0] Turning points in forecast period: 55", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 72.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 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: 215.22%", "予測される変化率: [カラム_0] 予測される変化率: -23.36%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.96倍)", "トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 36個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 215.22%", "Forecasted change rate: [column_0] Forecasted change rate: -23.36%", "Volatility: [column_0] Volatility: high (standard deviation is 0.96 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 36", "First turning point: [column_0] First turning point: at data point 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 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] ラグ 2 での自己相関は強いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏ではありません。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear upward trend.", "Noise: [column_0] The data contains high randomness at period 24.", "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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[ "0" ]
{ "ja": [ "過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向", "予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向", "過去の変化率: [カラム_0] 過去の変化率: 80.00%", "予測される変化率: [カラム_0] 予測される変化率: 155.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.10倍)", "トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 60個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: upward", "Forecasted trend: [column_0] Forecasted trend: upward", "Historical change rate: [column_0] Historical change rate: 80.00%", "Forecasted change rate: [column_0] Forecasted change rate: 155.00%", "Volatility: [column_0] Volatility: high (standard deviation is 2.10 times the mean)", "Trend: [column_0] Trend intensification: upward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 60", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from 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 86 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 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 86." ] }
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: 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: -64.29%", "予測される変化率: [カラム_0] 予測される変化率: -25.00%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.60倍)", "トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -64.29%", "Forecasted change rate: [column_0] Forecasted change rate: -25.00%", "Volatility: [column_0] Volatility: high (standard deviation is 1.60 times the mean)", "Trend: [column_0] Trend intensification: stable trend strengthens", "Turning points: [column_0] Turning points in forecast period: 55", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from downward to upward" ] }
{ "ja": [ "トレンド: [カラム_0] データには明確なトレンドは見られません。", "ノイズ: [カラム_0] 周期 66 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data does not show a clear trend.", "Noise: [column_0] The data contains high randomness at period 66.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }
forecasting
/monash
kaggle_web_traffic_dataset_without_missing_values.tsf
512
96
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[ "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: 42.40%", "予測される変化率: [カラム_0] 予測される変化率: 204.38%", "変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.42倍)", "トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる", "ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個", "最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント", "ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換" ], "en": [ "Historical trend: [column_0] Historical trend: downward", "Forecasted trend: [column_0] Forecasted trend: downward", "Historical change rate: [column_0] Historical change rate: 42.40%", "Forecasted change rate: [column_0] Forecasted change rate: 204.38%", "Volatility: [column_0] Volatility: high (standard deviation is 1.42 times the mean)", "Trend: [column_0] Trend intensification: downward trend strengthens", "Turning points: [column_0] Turning points in forecast period: 49", "First turning point: [column_0] First turning point: at data point 1 of the forecast", "Turning point direction: [column_0] Turning point direction: change from upward to downward" ] }
{ "ja": [ "トレンド: [カラム_0] データは明確な下降トレンドを示しています。", "ノイズ: [カラム_0] 周期 40 でのデータには高いランダム性が含まれています。", "自己相関: [カラム_0] 自己相関は弱いです。", "部分自己相関: [カラム_0] 部分自己相関は弱いです。", "平穏性: [カラム_0] データは平穏です。", "変動性: [カラム_0] データには高い変動性があります。", "周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。" ], "en": [ "Trend: [column_0] The data shows a clear downward trend.", "Noise: [column_0] The data contains high randomness at period 40.", "Autocorrelation: [column_0] The autocorrelation is weak.", "Partial Autocorrelation: [column_0] The partial autocorrelation is weak.", "Stationarity: [column_0] The data is stationary.", "Volatility: [column_0] The data has high volatility.", "Periodicity: [column_0] The data shows clear periodicity at period 96." ] }