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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  • Machine Learning nba Transportation
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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
Show all 21 features

19 properties

NumberOfInstances
128069
Number of instances (rows) of the dataset.
NumberOfFeatures
21
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
5567
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
5567
Number of instances with at least one value missing.
NumberOfNumericFeatures
14
Number of numeric attributes.
NumberOfSymbolicFeatures
7
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
66.67
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
33.33
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
3
Number of binary attributes.
PercentageOfBinaryFeatures
14.29
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
4.35
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0.21
Percentage of missing values.
Show all 19 properties

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