| --- |
| license: apache-2.0 |
| task_categories: |
| - time-series-forecasting |
| tags: |
| - chronos |
| - time-series |
| pretty_name: Chronos Datasets Extra (Parquet) |
| configs: |
| - config_name: ETTh |
| data_files: ETTh.parquet |
| - config_name: ETTm |
| data_files: ETTm.parquet |
| - config_name: brazilian_cities_temperature |
| data_files: brazilian_cities_temperature.parquet |
| - config_name: spanish_energy_and_weather |
| data_files: spanish_energy_and_weather.parquet |
| --- |
| |
| # Chronos Datasets Extra (Parquet Format) |
|
|
| This dataset is a Parquet-format version of the original `autogluon/chronos_datasets_extra` dataset. |
| It does not require `trust_remote_code` and works with `datasets>=3.0`. |
|
|
| ## Datasets |
|
|
| - **ETTh**: Electricity Transformer Temperature (hourly) - 2 regions |
| - **ETTm**: Electricity Transformer Temperature (minutely) - 2 regions |
| - **brazilian_cities_temperature**: Monthly temperature data for Brazilian cities |
| - **spanish_energy_and_weather**: Spanish energy consumption and weather data |
| |
| ## Usage |
| |
| ```python |
| from datasets import load_dataset |
| |
| # Load ETTh dataset |
| ds = load_dataset("autogluon/chronos_datasets_extra", "ETTh", split="train") |
| |
| # Load Brazilian temperature dataset |
| ds = load_dataset("autogluon/chronos_datasets_extra", "brazilian_cities_temperature", split="train") |
| ``` |
| |
| ## Original Source |
| |
| - ETT datasets: https://github.com/zhouhaoyi/ETDataset |
| - Spanish energy: https://www.kaggle.com/datasets/nicholasjhana/energy-consumption-generation-prices-and-weather |
| - Brazilian temperature: https://www.kaggle.com/datasets/volpatto/temperature-timeseries-for-some-brazilian-cities |
| |
| ## License |
| |
| The datasets have various licenses from their original sources: |
| - ETT: CC BY-ND 4.0 |
| - Brazilian temperature: Database Contents License (DbCL) v1.0 |
| - Spanish energy: See original Kaggle dataset |
| |
