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Overwatch-competitions-data-7-seasons

Overwatch-competitions-data-7-seasons

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Dustin Carrion
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Overwatch is a team-based multiplayer first-person shooter video game developed and published by Blizzard Entertainment, which released on May 24, 2016 for PlayStation 4, Xbox One, and Windows. Described as a "hero shooter", Overwatch assigns players into two teams of six, with each player selecting from a roster of nearly 30 characters, known as "heroes", each with a unique style of play whose roles are divided into three general categories that fit their role: Offense, Defense, Tank, and Support. Players on a team work together to secure and defend control points on a map or escort a payload across the map in a limited amount of time. I discovered this dataset on the Overwatch Subreddit here: https://www.reddit.com/r/Overwatch/comments/7o8hmg/my_friend_has_recorded_every_game_hes_played/ and there is sort of same dataset here: https://www.kaggle.com/mylesoneill/overwatch-game-records/home Data was messy, so I try to clean it and make better and easier for visualising and analysing. Columns as: time, result, map, teamrole, character1, character2, character3 and psychological_condition were transformed (clustered) into easy to use format. Thanks to JustWingIt for collecting this amazing data! And Myles O'Neill for bringing this data to Kaggle!

47 features

Unnamed:_0numeric3299 unique values
0 missing
datestring211 unique values
0 missing
timestring8 unique values
1798 missing
seasonnumeric5 unique values
0 missing
game_idnumeric538 unique values
732 missing
sr_startstring683 unique values
1625 missing
sr_finishstring683 unique values
1627 missing
sr_deltastring89 unique values
1627 missing
streak_numberstring27 unique values
1045 missing
resultstring3 unique values
33 missing
my_team_srstring704 unique values
44 missing
enemy_team_srstring731 unique values
44 missing
team_sr_deltastring176 unique values
48 missing
my_team_1string7 unique values
4 missing
my_team_2string641 unique values
10 missing
my_team_3string1098 unique values
14 missing
my_team_4string1359 unique values
12 missing
my_team_5string1495 unique values
16 missing
my_team_6string1561 unique values
14 missing
enemy_team_1string1635 unique values
30 missing
enemy_team_2string1653 unique values
26 missing
enemy_team_3string1645 unique values
25 missing
enemy_team_4string1624 unique values
28 missing
enemy_team_5string1619 unique values
25 missing
enemy_team_6string1603 unique values
27 missing
mapstring18 unique values
5 missing
roundstring9 unique values
6 missing
capscorestring31 unique values
23 missing
score_distancestring882 unique values
1517 missing
time_leftstring367 unique values
518 missing
team_rolestring4 unique values
24 missing
match_lengthstring78 unique values
107 missing
charcter_1string17 unique values
156 missing
character_2string16 unique values
2810 missing
character_3string10 unique values
3244 missing
communicationstring5 unique values
1999 missing
notestring431 unique values
2801 missing
psychological_conditionstring18 unique values
9 missing
eliminationsstring44 unique values
3027 missing
objective_killsnumeric31 unique values
3028 missing
damagestring161 unique values
3028 missing
healingnumeric264 unique values
3030 missing
deathsnumeric266 unique values
3030 missing
weapon_accuracynumeric24 unique values
3034 missing
offensive_assistsnumeric43 unique values
3150 missing
defensive_assistsnumeric19 unique values
3190 missing
scopednumeric38 unique values
3143 missing

19 properties

3299
Number of instances (rows) of the dataset.
47
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
49733
Number of missing values in the dataset.
3299
Number of instances with at least one value missing.
10
Number of numeric attributes.
0
Number of nominal attributes.
0.01
Number of attributes divided by the number of instances.
21.28
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
100
Percentage of instances having missing values.
Average class difference between consecutive instances.
32.07
Percentage of missing values.

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