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UEFA-Champions-league-Player-Statistics

UEFA-Champions-league-Player-Statistics

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Stewart
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Context This dataset has an exhaustive list of player statistics for each season from 2013 - 2020 Content Each row is associated with a player and a season. Eg. You will have 7 rows for Lionel Messi: 1 for each season he played Each row will have 103 unique stats you can look at (Eg. No of Goals Scored, Passing accuracy in , Minutes Played etc)

109 features

Unnamed:_0numeric5733 unique values
0 missing
namestring2836 unique values
0 missing
seasonstring8 unique values
0 missing
season_yearstring8 unique values
0 missing
teamstring93 unique values
0 missing
ratingnumeric464 unique values
1664 missing
goalsnumeric16 unique values
0 missing
bigChancesCreatednumeric11 unique values
1664 missing
bigChancesMissednumeric13 unique values
1664 missing
assistsnumeric9 unique values
98 missing
goalsAssistsSumnumeric20 unique values
98 missing
accuratePassesnumeric539 unique values
1664 missing
inaccuratePassesnumeric131 unique values
1664 missing
totalPassesnumeric599 unique values
1664 missing
accuratePassesPercentagenumeric2246 unique values
1664 missing
accurateOwnHalfPassesnumeric327 unique values
1664 missing
accurateOppositionHalfPassesnumeric342 unique values
1664 missing
accurateFinalThirdPassesnumeric194 unique values
1664 missing
keyPassesnumeric36 unique values
1664 missing
successfulDribblesnumeric46 unique values
1664 missing
successfulDribblesPercentagenumeric206 unique values
1664 missing
tacklesnumeric44 unique values
1664 missing
interceptionsnumeric33 unique values
1664 missing
yellowCardsnumeric7 unique values
98 missing
directRedCardsnumeric2 unique values
3004 missing
redCardsnumeric2 unique values
98 missing
accurateCrossesnumeric27 unique values
1664 missing
accurateCrossesPercentagenumeric188 unique values
1664 missing
totalShotsnumeric44 unique values
1664 missing
shotsOnTargetnumeric29 unique values
1664 missing
shotsOffTargetnumeric26 unique values
1664 missing
groundDuelsWonnumeric80 unique values
1664 missing
groundDuelsWonPercentagenumeric636 unique values
1664 missing
aerialDuelsWonnumeric45 unique values
1664 missing
aerialDuelsWonPercentagenumeric287 unique values
1664 missing
totalDuelsWonnumeric91 unique values
1664 missing
totalDuelsWonPercentagenumeric838 unique values
1664 missing
minutesPlayednumeric900 unique values
0 missing
goalConversionPercentagenumeric85 unique values
1664 missing
penaltiesTakennumeric5 unique values
1664 missing
penaltyGoalsnumeric5 unique values
1664 missing
penaltyWonnumeric4 unique values
1664 missing
penaltyConcedednumeric3 unique values
1664 missing
shotFromSetPiecenumeric14 unique values
1664 missing
freeKickGoalnumeric4 unique values
1664 missing
goalsFromInsideTheBoxnumeric13 unique values
1664 missing
goalsFromOutsideTheBoxnumeric4 unique values
1664 missing
shotsFromInsideTheBoxnumeric27 unique values
4433 missing
shotsFromOutsideTheBoxnumeric18 unique values
4433 missing
headedGoalsnumeric5 unique values
1664 missing
leftFootGoalsnumeric9 unique values
1664 missing
rightFootGoalsnumeric11 unique values
1664 missing
accurateLongBallsnumeric85 unique values
1664 missing
accurateLongBallsPercentagenumeric597 unique values
1664 missing
clearancesnumeric67 unique values
1664 missing
errorLeadToGoalnumeric4 unique values
1664 missing
errorLeadToShotnumeric4 unique values
1664 missing
dispossessednumeric33 unique values
1664 missing
possessionLostnumeric175 unique values
3038 missing
possessionWonAttThirdnumeric18 unique values
3731 missing
totalChippedPassesnumeric78 unique values
2995 missing
accurateChippedPassesnumeric50 unique values
3731 missing
touchesnumeric645 unique values
2995 missing
wasFoulednumeric32 unique values
1664 missing
foulsnumeric27 unique values
1664 missing
hitWoodworknumeric5 unique values
1664 missing
ownGoalsnumeric2 unique values
1664 missing
dribbledPastnumeric30 unique values
1664 missing
offsidesnumeric18 unique values
1664 missing
blockedShotsnumeric15 unique values
1664 missing
passToAssistnumeric4 unique values
1664 missing
savesnumeric42 unique values
1664 missing
cleanSheetnumeric10 unique values
1664 missing
penaltyFacednumeric6 unique values
1664 missing
penaltySavenumeric3 unique values
1664 missing
savedShotsFromInsideTheBoxnumeric31 unique values
1664 missing
savedShotsFromOutsideTheBoxnumeric21 unique values
1664 missing
goalsConcededInsideTheBoxnumeric23 unique values
1664 missing
goalsConcededOutsideTheBoxnumeric7 unique values
1664 missing
punchesnumeric11 unique values
1664 missing
runsOutnumeric17 unique values
1664 missing
successfulRunsOutnumeric16 unique values
1664 missing
highClaimsnumeric15 unique values
1664 missing
crossesNotClaimednumeric4 unique values
1664 missing
matchesStartednumeric14 unique values
321 missing
penaltyConversionnumeric5 unique values
1664 missing
setPieceConversionnumeric12 unique values
1664 missing
totalAttemptAssistnumeric35 unique values
1664 missing
totalContestnumeric67 unique values
1664 missing
totalCrossnumeric71 unique values
1664 missing
duelLostnumeric92 unique values
1664 missing
aerialLostnumeric43 unique values
1664 missing
attemptPenaltyMissnumeric2 unique values
1664 missing
attemptPenaltyPostnumeric2 unique values
1664 missing
attemptPenaltyTargetnumeric3 unique values
1664 missing
totalLongBallsnumeric165 unique values
1664 missing
goalsConcedednumeric23 unique values
1664 missing
tacklesWonnumeric25 unique values
3731 missing
tacklesWonPercentagenumeric97 unique values
3855 missing
scoringFrequencynumeric823 unique values
3256 missing
yellowRedCardsnumeric2 unique values
321 missing
savesCaughtnumeric5 unique values
1664 missing
savesParriednumeric16 unique values
1664 missing
totalOwnHalfPassesnumeric349 unique values
1664 missing
totalOppositionHalfPassesnumeric402 unique values
1664 missing
totwAppearancesnumeric8 unique values
4543 missing
appearancesnumeric13 unique values
0 missing
substitutionsInnumeric10 unique values
4167 missing
substitutionsOutnumeric10 unique values
4167 missing

19 properties

5733
Number of instances (rows) of the dataset.
109
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
187897
Number of missing values in the dataset.
5733
Number of instances with at least one value missing.
105
Number of numeric attributes.
0
Number of nominal attributes.
0
Percentage of nominal attributes.
Average class difference between consecutive instances.
96.33
Percentage of numeric attributes.
30.07
Percentage of missing values.
100
Percentage of instances having missing values.
0
Percentage of binary attributes.
0
Number of binary attributes.
Number of instances belonging to the least frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the most frequent class.
0.02
Number of attributes divided by the number of instances.

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