Lichess/standard-chess-games

This dataset is still a work in progress and some breaking changes might occur.

Lichess Rated Standard Chess Games Dataset

Dataset Description

6,771,826,271 standard rated games, played on lichess.org, updated monthly from the database dumps.

This version of the data is meant for data analysis. If you need PGN files you can find those here. That said, once you have a subset of interest, it is trivial to convert it back to PGN as shown in the Dataset Usage section.

This dataset is hive-partitioned into multiple parquet files on two keys: year and month:

.
├── data
│   └── year=2015
│       ├── month=01
│       │   ├── train-00000-of-00003.parquet
│       │   ├── train-00001-of-00003.parquet
│       │   └── train-00002-of-00003.parquet
│       ├── month=02
│       │   ├── train-00000-of-00003.parquet
│       │   ├── train-00001-of-00003.parquet
│       │   └── train-00002-of-00003.parquet
│       ├── ...

Dataset Usage

Dataset Details

Dataset Sample

Dataset Fields

Notes

• About 6% of the games include Stockfish analysis evaluations: [%eval 2.35] (235 centipawn advantage), [%eval #-4] (getting mated in 4), always from White's point of view.

• The WhiteElo and BlackElo tags contain Glicko2 ratings.

• The movetext column contains clock information as PGN %clk comments since April 2017.

• The schema doesn't include the Date header, typically part of the Seven Tag Roster as we deemed the UTCDate field to be enough.

• A future version of the data will include the addition of a UCI column containing the corresponding moves in UCI format.