Dataset: Chess Games From 12 Top Players

About this Dataset

Chess Games From 12 Top Players

Context

I collected games played by 12 great chess masters in history. The 12 players are Alexander Alekhine, Viswanathan Anand, José Raúl Capablanca, Bobby Fischer, Judit Polgár, Hikaru Nakamura, Mikhail Tal, Fabiano Caruana, Garry Kasparov, Magnus Carlsen, Paul Morphy and Mikhail Botvinnik. They are the first 12 players showing up on chess.com chess database

Content

There are two folders and 4 csv files.

The folder called Raw_game contains the raw pgn game files for the 12 players. The folder called image is used to write my own kernel, you can just ignore it.

The 4 csv files captures different characteristics of the games played by the 12 great masters.

Acknowledgements

Thanks chess.com for hosting the database and the powerful python-chess package for helping me parsing the game pgn files

Inspiration

Can you find a way to prove that these players have different playing styles?

Tables

Game Data

@kaggle.liury123_chess_game_from_12_top_players.game_data

6.82 MB
21587 rows
12 columns


CREATE TABLE game_data (
  "player" VARCHAR,
  "color" VARCHAR,
  "opponent" VARCHAR,
  "player_elo" DOUBLE,
  "opponent_elo" DOUBLE,
  "result" VARCHAR,
  "event" VARCHAR,
  "site" VARCHAR,
  "date" VARCHAR,
  "lines" VARCHAR,
  "moves" DOUBLE,
  "file_name" VARCHAR
);

Player Attacked Square Info

@kaggle.liury123_chess_game_from_12_top_players.player_attacked_square_info

1.79 MB
1787199 rows
5 columns


CREATE TABLE player_attacked_square_info (
  "move_num" BIGINT,
  "player" VARCHAR,
  "color" VARCHAR,
  "file_name" VARCHAR,
  "attacked_square_num" BIGINT
);

Player Piece Info

@kaggle.liury123_chess_game_from_12_top_players.player_piece_info

1.2 MB
1787199 rows
9 columns


CREATE TABLE player_piece_info (
  "queen" BIGINT,
  "rook" BIGINT,
  "knight" BIGINT,
  "bishop" BIGINT,
  "pawn" BIGINT,
  "move_num" BIGINT,
  "file_name" VARCHAR,
  "color" VARCHAR,
  "player" VARCHAR
);

Player Piece Sac Data

@kaggle.liury123_chess_game_from_12_top_players.player_piece_sac_data

415.93 KB
21587 rows
5 columns


CREATE TABLE player_piece_sac_data (
  "player" VARCHAR,
  "color" VARCHAR,
  "moves" BIGINT,
  "total_sac" DOUBLE,
  "file_name" VARCHAR
);