README.md

metadata

license: apache-2.0
tags:
  - gaming
pretty_name: league of legends match data

League of Legends Match Data

A comprehensive dataset collection and processing system for League of Legends match data using the Riot Games API.

📊 Data Structure

Match-Level Fields

• match_id: Unique match identifier
• game_duration: Match duration in seconds
• queue_id: Game queue type (filtered to 420 for ranked solo/duo)

Player-Level Fields

Basic Information

• summoner_name: Player's summoner name
• summoner_id: Unique summoner identifier
• puuid: Player's unique identifier
• riot_id_game_name: Riot ID game name
• riot_id_tagline: Riot ID tagline
• profile_icon: Profile icon ID
• summoner_level: Player's summoner level

Champion Data

• champion_id: Champion ID
• champion_name: Champion name
• champion_level: Champion level in game
• champion_experience: Champion experience gained
• champion_skin_id: Skin ID used

Team & Position

• team_id: Team identifier (100 or 200)
• team_position: Team position (TOP, JUNGLE, MIDDLE, BOTTOM, UTILITY)
• individual_position: Individual position
• role: Player role
• lane: Lane played

Game Outcome

• win: Boolean indicating if player won

Combat Statistics

• kills, deaths, assists: Basic KDA
• double_kills, triple_kills, quadra_kills, penta_kills: Multikills
• largest_killing_spree: Longest kill streak
• largest_multi_kill: Largest multikill
• killing_sprees: Number of killing sprees

Damage Statistics

• total_damage_dealt: Total damage dealt
• total_damage_dealt_to_champions: Damage to champions
• total_damage_taken: Total damage taken
• physical_damage_dealt, magic_damage_dealt, true_damage_dealt: Damage types
• damage_self_mitigated: Self-mitigated damage

Economy

• gold_earned: Gold earned
• gold_spent: Gold spent
• items_purchased: Number of items purchased
• consumables_purchased: Number of consumables purchased

Minion & Jungle

• total_minions_killed: CS count
• neutral_minions_killed: Jungle monsters killed
• total_ally_jungle_minions_killed: Ally jungle monsters
• total_enemy_jungle_minions_killed: Enemy jungle monsters

Vision Control

• vision_score: Vision score
• wards_placed: Wards placed
• wards_killed: Wards destroyed
• vision_wards_bought_in_game: Control wards bought
• detector_wards_placed: Control wards placed

Objectives

• dragon_kills, baron_kills: Epic monster kills
• turret_kills, inhibitor_kills, nexus_kills: Structure kills
• turret_takedowns, inhibitor_takedowns, nexus_takedowns: Structure takedowns
• objectives_stolen: Objectives stolen
• objectives_stolen_assists: Assists on stolen objectives

First Blood/Tower

• first_blood_kill, first_blood_assist: First blood participation
• first_tower_kill, first_tower_assist: First tower participation

Summoner Spells

• summoner_1_id, summoner_2_id: Summoner spell IDs
• summoner_1_casts, summoner_2_casts: Summoner spell casts

Ability Usage

• spell_1_casts, spell_2_casts, spell_3_casts, spell_4_casts: Ability casts

Time & Healing

• time_played: Time played in seconds
• total_time_spent_dead: Time spent dead
• total_time_cc_dealt: Time CC'd
• time_ccing_others: Time spent CCing others
• total_heal: Total healing
• total_heals_on_teammates: Healing on teammates
• effective_heal_and_shielding: Effective healing/shielding

Additional Stats

• largest_critical_strike: Largest crit damage
• longest_time_spent_living: Longest time alive
• eligible_for_progression: Progression eligibility
• game_ended_in_surrender: Surrender status

Communication

• all_in_pings, assist_me_pings, basic_pings: Various ping types
• command_pings, danger_pings, enemy_missing_pings: Strategic pings
• get_back_pings, hold_pings, need_vision_pings: Team coordination pings
• on_my_way_pings, push_pings, retreat_pings: Movement pings

Runes

• rune_primary_style: Primary rune tree
• rune_secondary_style: Secondary rune tree
• rune_stat_defense, rune_stat_flex, rune_stat_offense: Stat runes

Advanced Metrics (Challenges)

• kda: KDA ratio
• kill_participation: Kill participation percentage
• damage_per_minute: Damage per minute
• gold_per_minute: Gold per minute
• vision_score_per_minute: Vision score per minute
• solo_kills: Solo kills
• outnumbered_kills: Outnumbered kills
• skillshots_hit, skillshots_dodged: Skillshot accuracy
• wards_guarded: Wards guarded

Team Bans

• ban_1_champion_id through ban_5_champion_id: Champion bans for player's team

Dataset Sources [optional]

• Riot Games API

Dataset Card Authors

• Jonathan Paserman

Dataset Card Contact

• https://huggingface.co/BoostedJonP
• https://github.com/BigJonP