metadata
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
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