Created
October 17, 2015 03:14
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library(readr); library(dplyr); library(lubridate) | |
dat_2 <- read_csv("Datathon WC Data Games 11-20.csv") | |
glimpse(dat_2) | |
dat_3 <- read_csv("Datathon WC Data Games 21-30.csv") | |
as_datetime <- function(x){ | |
out <- as.POSIXct(x, format = "%d/%m/%Y %I:%M:%S %p", tz = "UTC") | |
out | |
} | |
# Transforming date columns | |
jimsfunction <- function(x){ | |
x <- x %>% mutate( | |
EVENT_DT = as_datetime(EVENT_DT), | |
OFF_DT = as_datetime(OFF_DT), | |
diff = difftime(EVENT_DT, OFF_DT) | |
) | |
x | |
} | |
dat_3 <- dat_3 %>% mutate( | |
EVENT_DT = as_datetime(EVENT_DT), | |
OFF_DT = as_datetime(OFF_DT), | |
diff = difftime(EVENT_DT, OFF_DT) | |
) | |
dat_3 <- dat_3 %>% group_by(ACCOUNT_ID) %>% | |
mutate(cumulative_number_bets = 1:n()) %>% ungroup %>% | |
group_by(ACCOUNT_ID,MATCH_BET_ID) %>% | |
mutate(number_of_bets_match = n()) | |
glimpse(dat_2) | |
all_dat <- bind_rows(dat_2, dat_3) | |
# |
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