clean_data: Cleans data extracted from ATP player stats website

In kattaoa/oktennis: Tennis Datasets

Description

After having retrieved data from the ATP website, this function cleans the player stats in a systematic way given that all the information has been found and is in the correct format.

Usage

clean_data(x)

Arguments

x	Data from ATP site

Value

Cleans the data to have the following columns:

• name: First and Last Name

• rank: Rank

• age: Age and Birth Date

• pro_start: Pro_start

• weight: Weight

• height: Height

• residence: Residence

• hand: Hand

• coach: Coach

• aces: Aces

• df: Double Faults

• first_serve: 1st Serve

• first_serve_won: 1st Serve Points Won

• second_serve_won: 2nd Serve Points Won

• bp_faced: Break Points Faced

• bp_saved: Break Points Saved

• serv_game_played: Service Games Played

• serv_game_won: Service Games Won

• total_serv_won: Total Service Points Won

• first_return: 1st Serve Return Points Won

• second_return: 2nd Serve Return Points Won

• bp_opp: Break Points Opportunities

• bp_conv: Break Points Converted

• ret_game_played: Return Games Played

• ret_game_won: Return Games Won

• ret_won: Return Points Won

• total_ret_won: Total Points Won

See Also

Other web scraping functions: extract_data, get_ATP_code, get_ATP_url, get_plus_name, manipulate_data

kattaoa/oktennis documentation built on July 13, 2019, 3:15 p.m.