Data
nba-shot-logs

nba-shot-logs

active ARFF Public Domain (CC0) Visibility: public Uploaded 17-02-2021 by Harry Wang
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https://www.kaggle.com/dansbecker/nba-shot-logs

21 features

GAME_IDnumeric904 unique values
0 missing
MATCHUPnominal1808 unique values
0 missing
LOCATIONnominal2 unique values
0 missing
Wnominal2 unique values
0 missing
FINAL_MARGINnumeric88 unique values
0 missing
SHOT_NUMBERnumeric38 unique values
0 missing
PERIODnumeric7 unique values
0 missing
GAME_CLOCKnominal719 unique values
0 missing
SHOT_CLOCKnumeric241 unique values
5567 missing
DRIBBLESnumeric33 unique values
0 missing
TOUCH_TIMEnumeric313 unique values
0 missing
SHOT_DISTnumeric448 unique values
0 missing
PTS_TYPEnumeric2 unique values
0 missing
SHOT_RESULTnominal2 unique values
0 missing
CLOSEST_DEFENDERnominal473 unique values
0 missing
CLOSEST_DEFENDER_PLAYER_IDnumeric474 unique values
0 missing
CLOSE_DEF_DISTnumeric299 unique values
0 missing
FGMnumeric2 unique values
0 missing
PTSnumeric3 unique values
0 missing
player_namenominal281 unique values
0 missing
player_idnumeric281 unique values
0 missing

19 properties

128069
Number of instances (rows) of the dataset.
21
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
5567
Number of missing values in the dataset.
5567
Number of instances with at least one value missing.
14
Number of numeric attributes.
7
Number of nominal attributes.
14.29
Percentage of binary attributes.
4.35
Percentage of instances having missing values.
Average class difference between consecutive instances.
0.21
Percentage of missing values.
0
Number of attributes divided by the number of instances.
66.67
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
33.33
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.
3
Number of binary attributes.

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