---
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