Datasets › S&P 500 Intraday Data

S&P 500 Intraday Data (S&P 500 Index Intraday Data with 1min Interval)

Introduced by Elior Nehemya et al. in Taking Over the Stock Market: Adversarial Perturbations Against Algorithmic Traders19 Oct 2020 archive 2025-07-28

Technical Information

Dates range from 2017-09-11 to 2018-02-16 and the time interval is 1 minute. This is a MultiIndex CSV file, to load in pandas use:

dataset = pd.read_csv('dataset.csv', index_col=0, header=[0, 1]).sort_index(axis=1)

Stocks that entered or exited the Index during the dataset time range are omitted.

Collection & Processing

These are the scripts used for collecting the data, and also utilities to clean & scale the dataset & convert it to a numpy array: https://github.com/nickdl/alpha

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 2 papers for it but never published that list.

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • S&P 500 Intraday Data

1 variant name, as the archive lists them.

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