Datasets › S&P 500 Pair Trading

S&P 500 Pair Trading

Introduced by Weiguang Han et al. in Select and Trade: Towards Unified Pair Trading with Hierarchical Reinforcement Learning25 Jan 2023 archive 2025-07-28

A pool of real stocks from S&P 500 for recent 21 years from 01/02/2000 to 12/31/2020. We filter stocks that have missing data throughout the whole period, resulting in 150 stocks with 5,284 trading days.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
PAIR TRADING S&P 500 Pair Trading Trials Sharpe Ratio 1.84±0.24 Select and Trade: Towards Unified Pair Trading with... chancefocus/trials 1 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 3. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Select and Trade: Towards Unified Pair Trading with Hierarchical Reinforcement Learning 1 1 25 Jan 2023 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

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

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • S&P 500 Pair Trading

1 variant name, as the archive lists them.

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