Performance data of football players in football match

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Title of the dataset	Performance data of football players in football match
Provenance of the dataset	Sports data websites: 1.whoScored:https://www.whoscored.com/ 2.tzuqiu:http://www.tzuqiu.cc/
How were the data collected/created? What was the cost?	sensors on athletes; counting by humans
Data sharing policy	With anyone.
Data sharing policy	Only if user complies to specific regulations.

Type of data: Check all that apply. Use "Other" to specify other types so that we can include them in further updates.	number series
Variable labels of dataset (the names of the variables)	name, time(year, month, day) ,position, age, offensive performance(shots, goals, dribbles, possession loss, aerials), defensive performance(tackles, interception, fouls, cards, offsides, clearances, blocks, saves), passing performance(passes, key passes, assists), wages, estimated transfer fees
Outline of data	When a football team buy a new football player, the first thing needs to be consider is the value of football player. This value is related to the field ability, ages, wages and transfer fees. This dataset collects the performance data of players in each match of the whole season, then collaborates with the wages and transfer fees of this player. Then we can evaluate the football players statistically to provide reasonable contract for players in the team and make decisions to bring in new players.
Simulation process
Expected outcome of the process (obtained knowledge, analysis results, output of tools)
Anticipation for analyses/simulations other than the typical ones provided above