# Dota 2 (simplified), CS 677 O2 — Data

来源：https://www.kaggle.com/competitions/dota-2-simplified-cs-677-o-2/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description

File descriptions

train_data.csv: basic training set

test_data.csv: basic test set


Data fields

Player’s stats (start with a prefix to identify a player: ‘r’ for Radiant team or ‘d’ for Dire team and a player’s number) include the following fields:

hero_id

K/D/A: kills, deaths and assists

lh - last hits - number of enemy team creeps killed

denies - number of same-team creeps killed to deny enemy gold

gold

xp

level

health and max_health

max_mana

x, y - current location of a player

stuns

creeps_stacked

camps_stacked

rune_pickups

firstblood_claimed

teamfight_participation

towers_killed

roshans_killed

obs_placed, sen_placed - the number of observer and sentry wards placed by a player

There are also time series fields that may prove useful during this competition. The field ‘times’ consists of an array of time marks and ‘_t’ fields with values for different features:

gold_t - gold values for different time marks
xp_t - experience values
lh - last hits
dn_t - denied creeps

Be inventive and good luck!