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01_dataCleaning_09_feat_homeGame.R
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# CREATING HOMEGAME FEATURE FOR D
# Setup --------------------------------------------------------------
library(tidyverse)
rm(list = ls())
# Reading the previously saved version of our data
load("../Roeser, Jonas - 2_Data/D1.RData")
# Because of OneDrive we need to load from two different paths
load("../2_Data/D1.RData")
# Creating homeGames feature ---------------------------------------------------
D1 = D1[c(2,7,24,42)] %>%
mutate(home_game_p0 = 0) %>%
mutate(home_game_p1 = 0)
D1$tourney_location = as.character(D1$tourney_location)
unique(D1$tourney_location)
D1 <- D1 %>%
mutate(tourney_location = sapply(D1$tourney_location, switch,
"Melbourne" = "AUS",
"Guaruja" = "BRA",
"Milan" = "ITA",
"San Francisco" = "USA",
"Brussels" = "BEL",
"Philadelphia" = "USA",
"Memphis" = "USA",
"Stuttgart" = "GER",
"Chicago" = "USA",
"Rotterdam" = "NED",
"Copenhagen" = "DEN",
"Indian Wells" = "USA",
"Miami" = "USA",
"Estoril" = "POR",
"Hong Kong" = "HKG",
"Orlando" = "USA",
"Barcelona" = "ESP",
"Tokyo" = "JPN",
"Singapore" = "SIN",
"Madrid" = "ESP",
"Munich" = "GER",
"Tampa" = "USA",
"Charlotte" = "USA",
"Hamburg" = "GER",
"Rome" = "ITA",
"Umag" = "CRO",
"Bologna" = "ITA",
"Rosmalen" = "NED",
"Gstaad" = "SUI",
"Montreal" = "CAN",
"Cincinnati" = "USA",
"Long Island" = "USA",
"Schenectady" = "USA",
"New York" = "USA",
"Bordeaux" = "FRA",
"Brasilia" = "BRA",
"Geneva" = "SUI",
"Palermo" = "ITA",
"Athens" = "GRE",
"Sydney" = "AUS",
"Toulouse" = "FRA",
"Berlin" = "GER",
"Tel Aviv" = "ISR",
"Lyon" = "FRA",
"Vienna" = "AUT",
"Stockholm" = "SWE",
"Buzios" = "BRA",
"Birmingham" = "GBR",
"Moscow" = "RUS",
"Sao Paulo" = "BRA",
"Adelaide" = "AUS",
"Wellington" = "NZL",
"Auckland" = "NZL",
"Maceio" = "BRA",
"Scottsdale" = "USA",
"Casablanca" = "MAR",
"Johannesburg" = "RSA",
"Atlanta" = "USA",
"Toronto" = "CAN",
"Cologne" = "GER",
"Bolzano" = "ITA",
"Taipei" = "TPE",
"Antwerp" = "BEL",
"Doha" = "QAT",
"Kuala Lumpur" = "MAS",
"Jakarta" = "INA",
"Dubai" = "UAE",
"Marseille" = "FRA",
"Mexico City" = "MEX",
"Zaragoza" = "ESP",
"Durban" = "RSA",
"Osaka" = "JPN",
"Delray Beach" = "USA",
"Halle" = "GER",
"Bucharest" = "ROU",
"Beijing" = "CHN",
"Santiago" = "MEX",
"Buenos Aires" = "ARG",
"Oahu" = "USA",
"San Jose" = "CAC",
"Sun City" = "RSA",
"St. Poelten" = "AUT",
"Bogota" = "COL",
"Ostrava" = "CZE",
"Montevideo" = "URU",
"St. Petersburg" = "RUS",
"Bermuda" = "BER",
"Pinehurst" = "USA",
"Oporto" = "POR",
"Essen" = "GER",
"Shanghai" = "CHN",
"Zagreb" = "CRO",
"New Delhi" = "IND",
"Bournemouth" = "GBR",
"Marbella" = "ESP",
"Chennai" = "CHN",
"Boston" = "USA",
"Tashkent" = "UZB",
"Split" = "CRO",
"s-Hertogenbosch" = "NED",
"Kitzbuehel" = "AUT",
"Mallorca" = "ESP",
"Merano" = "ITA",
"Shanghai, China" = "CHN",
"Brighton" = "GBR",
"Vina Del Mar" = "CHI",
"Acapulco" = "MEX",
"Houston" = "USA",
"Sopot" = "POL",
"Amersfoort" = "NED",
"Bangkok" = "THA",
"Metz" = "FRA",
"Ho Chi Minh City" = "VIE",
"Las Vegas" = "USA",
"Poertschach" = "AUT",
"Mumbai" = "IND",
"Warsaw" = "POL",
"Kitzbhel" = "AUT",
"Acapulco, Mexico" = "MEX",
"Belgrade" = "SRB",
"Eastbourne" = "GBR",
"Bucharest, Romania" = "ROU",
"Marseille, France" = "FRA",
"Dubai, United Arab Emirates" = "UAE",
"Houston, United States" = "USA",
"Munich, Germany" = "GER",
"Madrid, Spain" = "ESP",
"Paris, France" = "FRA",
"Halle, Germany" = "GER",
"London, Great Britain" = "GBR",
"Eastbourne, Great Britain" = "GBR",
"s-Hertogenbosch, Netherlands" = "NED",
"Newport, United States" = "USA",
"Bastad, Sweden" = "SWE",
"Stuttgart, Germany" = "GER",
"Atlanta, United States" = "USA",
"Hamburg, Germany" = "GER",
"Gstaad, Switzerland" = "SUI",
"Los Angeles, United States" = "USA",
"Umag, Croatia" = "CRO",
"Washington, United States" = "USA",
"Toronto, Canada" = "CAN",
"Cincinnati, United States" = "USA",
"Beijing, China" = "CHN",
"Moscow, Russia" = "RUS",
"Montpellier, France" = "FRA",
"St. Petersburg, Russia" = "RUS",
"Vienna, Austria" = "AUT",
"Valencia, Switzerland" = "ESP",
"Basel, Switzerland" = "SUI",
"Brisbane, Australia" = "AUS",
"Chennai, India" = "IND",
"Doha, Qatar" = "QAT",
"Auckland, New Zealand" = "NZL",
"Sydney, Australia" = "AUS",
"Melbourne, Australia" = "AUS",
"Johannesburg, South Africa" = "RSA",
"Santiago, Chile" = "CHI",
"Zagreb, Croatia" = "CRO",
"Rotterdam, Netherlands" = "NED",
"San Jose, United States" = "USA",
"Sao Paulo, Brazil" = "BRA",
"Buenos Aires, Argentina" = "ARG",
"Memphis, United States" = "USA",
"Delray Beach, United States" = "USA",
"Indian Wells, United States" = "USA",
"Miami, United States" = "USA",
"Casablanca, Morocco" = "MOR",
"Monte Carlo, Monaco" = "MON",
"Barcelona, Spain" = "ESP",
"Belgrade, Serbia" = "SRB",
"Estoril, Portugal" = "POR",
"Rome, Italy" = "ITA",
"Kitzbhel, Austria" = "AUT",
"Montreal, Canada" = "CAN",
"Winston-Salem, United States" = "USA",
"New York, United States" = "USA",
"Metz, France" = "FRA",
"Bangkok, Thailand" = "THA",
"Kuala Lumpur, Malaysia" = "MAS",
"Tokyo, Japan" = "JPN",
"Stockholm, Sweden" = "SWE",
"Valencia, Spain" = "ESP",
"Vina del Mar, Chile" = "CHI",
"Monaco, Monaco" = "MON",
"B†stad, Sweden" = "SWE",
"Kitzbuhel, Austria" = "AUT",
"Monte-Carlo, Monaco" = "MON",
"Oeiras, Portugal" = "POR",
"Dusseldorf, Germany" = "GER",
"Bogota, Colombia" = "COL",
"Rio de Janeiro, Brazil" = "BRA",
"New York City, United States" = "USA",
"Shenzhen, China" = "CHN",
"Quito, Ecuador" = "ECU",
"Istanbul, Turkey" = "TUR",
"Geneva, Switzerland" = "SUI",
"Nottingham, Great Britain" = "GBR",
"Sofia, Bulgaria" = "BUL",
"Marrakech, Morocco" = "MOR",
"Los Cabos, Mexico" = "MEX",
"Chengdu, China" = "CHN",
"Antwerp, Belgium" = "BEL",
"Budapest, Hungary" = "HUN",
"Lyon, France" = "FRA",
"Antalya, Turkey" = "TUR"
))
unique(D1$tourney_location)
D1$home_game_p0[which(D1$tourney_location == D1$flag_code.x)] = 1
D1$home_game_p1[which(D1$tourney_location == D1$flag_code.y)] = 1
# Saving -------------------------------------------------------------
# Saving "D1" as "homeGame.RData"
homeGame = D1
# save(homeGame, file = "../Roeser, Jonas - 2_Data/homeGame.RData")