| # TimeSeriesForecastingData |
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| A collection of benchmark datasets widely used in time series forecasting research. |
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| ## Included Datasets |
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| ### ETT-small |
| Electricity Transformer Temperature dataset. |
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| Files: |
| - ETTh1.csv |
| - ETTh2.csv |
| - ETTm1.csv |
| - ETTm2.csv |
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| ### Weather |
| Weather forecasting benchmark dataset. |
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| Files: |
| - weather.csv |
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| ### Electricity |
| Electricity consumption forecasting dataset. |
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| Files: |
| - electricity.csv |
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| ### Traffic |
| Traffic flow forecasting dataset. |
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| Files: |
| - traffic.csv |
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| ### M4 |
| M4 forecasting competition dataset. |
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| Files: |
| - Yearly |
| - Quarterly |
| - Monthly |
| - Weekly |
| - Daily |
| - Hourly |
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| ## Applications |
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| These datasets are widely used for evaluating: |
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| - Informer |
| - Autoformer |
| - FEDformer |
| - TimesNet |
| - PatchTST |
| - iTransformer |
| - GPT4TS |
| - TimeLLM |
| - PID4TS |
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| ## License |
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| Please follow the licenses and citation requirements of the original datasets. |
