{"id":27477,"library":"tsdb","title":"TSDB - Time Series Data Beans","description":"TSDB (Time Series Data Beans) is a Python toolbox that provides easy access to 172 open-source time-series datasets. Current version 0.8, updated September 2023. Release cadence is irregular.","status":"active","version":"0.8","language":"python","source_language":"en","source_url":"https://github.com/WenjieDu/TSDB","tags":["time-series","dataset","benchmark"],"install":[{"cmd":"pip install tsdb","lang":"bash","label":"Install from PyPI"}],"dependencies":[],"imports":[{"note":"The main entry point is the load_dataset function, not a class called TSDB.","wrong":"from tsdb import TSDB","symbol":"load_dataset","correct":"from tsdb import load_dataset"}],"quickstart":{"code":"from tsdb import load_dataset\ndata = load_dataset('Wadi')  # Load a sample dataset\nprint(data.keys())","lang":"python","description":"Load a dataset by name. The function returns a dict with keys 'X_train', 'y_train', etc."},"warnings":[{"fix":"Check the list of datasets via `from tsdb import list_datasets; print(list_datasets())`.","message":"Dataset names are case-sensitive. Use exact names from the official list (e.g., 'Wadi', not 'wadi').","severity":"gotcha","affected_versions":"all"},{"fix":"Read the dataset-specific documentation or raise an issue on GitHub.","message":"Some datasets may require additional download steps (e.g., authentication or manual download).","severity":"gotcha","affected_versions":"all"}],"env_vars":null,"last_verified":"2026-04-27T00:00:00.000Z","next_check":"2026-07-26T00:00:00.000Z","problems":[{"fix":"Upgrade tsdb: pip install --upgrade tsdb","cause":"Outdated version of tsdb (pre-0.8) may not have the load_dataset function.","error":"ImportError: cannot import name 'load_dataset' from 'tsdb'"},{"fix":"Use the exact dataset name as returned by list_datasets().","cause":"Case-sensitive dataset name; used lowercase instead of correct casing.","error":"ValueError: Dataset 'wadi' not found. Available datasets: ..."}],"ecosystem":"pypi","meta_description":null,"install_score":null,"install_tag":null,"quickstart_score":null,"quickstart_tag":null}