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| library(gsubfn) | |
| library(magrittr) | |
| big.texan.recordbook <- read.csv("/bigtexan.csv", stringsAsFactors = FALSE) | |
| # Fixing dates that arent't. | |
| # > grep("[0-9]{1,2}/[0-9]{1,2}/[0-9]{1,2}", big.texan.recordbook$date, value = TRUE, invert = TRUE) | |
| # [1] "*1965" "*1966" "*1968" "*1972" "*1972" "1/??/98" "8/??/2004" | |
| # [8] "4/?/10" "101 4/5" " " "7/210/15" " " | |
| # Removing the really messed up obs and the blanks, replacing with NA | |
| big.texan.recordbook$date <- gsub("^\\s$", NA, big.texan.recordbook$date) | |
| # We're setting the star years to January 1. So, know that January gets 5+ obs by default | |
| big.texan.recordbook$date <- gsub("\\*", "01/01/", big.texan.recordbook$date) | |
| # Now we're setting the ?? and ? unknown to the first of the month | |
| big.texan.recordbook$date <- gsub("\\?{1,2}", "01", big.texan.recordbook$date) | |
| # Try to take a whack at the triple digit day | |
| big.texan.recordbook$date <- gsub("7/210/15", "07/10/15", big.texan.recordbook$date) | |
| big.texan.recordbook$date <- gsub("101 4/5", NA, big.texan.recordbook$date) | |
| # Now let's try to fix up the time... | |
| big.texan.recordbook$time <- gsub("Under 1\\s?H[R|r][.]?", "1900-01-01 00:59:00", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^(\\d{1,2})\\s+[m|M]ins[.]?$", "1900-01-01 00:\\1:00", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^(\\d{1,2})[m|M]$", "1900-01-01 00:\\1:00", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^(\\d{1,2})m\\s(\\d{1,2})s$", "1900-01-01 00:\\1:\\2", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^(\\d)\\s?[H|h]R?$", "1900-01-01 \\1:00:00", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^(\\d{1,2}):(\\d{1,2})$", "1900-01-01 00:\\1:\\2", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^(\\d{1,2})m\\s(\\d{1,2})s\\s(\\d{1,3})m[s]?$", "1900-01-01 00:\\1:\\2.\\3", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^(\\d{1,2})$", "1900-01-01 00:\\1:00", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^53.10 mind$", "1900-01-01 00:53:06", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^(\\d{2}):(\\d{2}):(\\d{2})$", "1900-01-01 00:\\1:\\2.\\3", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^(\\d{1,2}):(\\d{1,2})\\smins$", "1900-01-01 00:\\1:\\2", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^(\\d{1,2})m\\s(\\d{1,2})s\\s(\\d{3})", "1900-01-01 00:\\1:\\2.\\3", big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^N/A$", NA, big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("^\\s$", NA, big.texan.recordbook$time) | |
| big.texan.recordbook$time <- gsub("1900-01-01 00:60:00", "1900-01-01 01:00:00", big.texan.recordbook$time) | |
| #Special case where they put Mr. Smith's weight in with his time | |
| big.texan.recordbook$time[big.texan.recordbook$name == "Matthew Smith"] <- "1900-01-01 00:59:35.400" | |
| big.texan.recordbook$posixtime <- as.POSIXct(strptime(big.texan.recordbook$time, "%Y-%m-%d %H:%M:%OS")) | |
| # In case we want to do a "This Day in Big Texan History" sort of thing | |
| big.texan.recordbook$date <- as.Date(big.texan.recordbook$date, format = "%m/%d/%y") | |
| # I suppose we should move on to fixing up weights | |
| big.texan.recordbook$weight[big.texan.recordbook$name == "Matthew Smith"] <- "80 KG" | |
| big.texan.recordbook$weight <- gsub("^[\\s|-|N/A|—|-]", NA, big.texan.recordbook$weight) | |
| big.texan.recordbook$weight <- gsub("^\\s$", NA, big.texan.recordbook$weight) | |
| big.texan.recordbook$weight <- gsub("^\\?{1,2}$", NA, big.texan.recordbook$weight) | |
| big.texan.recordbook$weight <- gsub("^a lot$", NA, big.texan.recordbook$weight) | |
| big.texan.recordbook$weight <- gsub("^6'$", NA, big.texan.recordbook$weight) | |
| big.texan.recordbook$weight <- gsub("^14st 7lbs 40$", NA, big.texan.recordbook$weight) | |
| big.texan.recordbook$weight <- gsub("^Big$", NA, big.texan.recordbook$weight) | |
| # kg to lbs conversion 1:2.204623 | |
| # if there is a better way to do this, let me know. Or an equivalent using %>% ? | |
| big.texan.recordbook$weight[!is.na(big.texan.recordbook$weight)] <- big.texan.recordbook$weight[!is.na(big.texan.recordbook$weight)] %>% gsubfn("^(\\d{1,3})\\s?[k|K][g|G]?", ~ as.character(as.numeric(x)*2.204623), .) | |
| # 400lbs+ just gets converted to 401 | |
| big.texan.recordbook$weight <- gsub("^400\\+$", "401", big.texan.recordbook$weight) | |
| # fix the +4.5 group | |
| big.texan.recordbook$weight[!is.na(big.texan.recordbook$weight)] <- big.texan.recordbook$weight[!is.na(big.texan.recordbook$weight)] %>% gsubfn("^(\\d{1,3})\\+4\\.5", ~ as.character(as.numeric(x)+4.5), .) | |
| # Eric Chow | |
| big.texan.recordbook$weight[big.texan.recordbook$name == "Eric Chow"] <- "330.69345" | |
| big.texan.recordbook$age[big.texan.recordbook$name == "Eric Chow"] <- "41" | |
| big.texan.recordbook$age <- gsub("^[N/A|\\?]", NA, big.texan.recordbook$age) | |
| big.texan.recordbook$age <- gsub("^\\s$", NA, big.texan.recordbook$age) | |
| # Again, who knows what to do with 40+? | |
| big.texan.recordbook$age <- gsub("^40\\+$", "41", big.texan.recordbook$age) | |
| big.texan.recordbook$age <- gsub("^21\\+$", "22", big.texan.recordbook$age) | |
| # What? | |
| big.texan.recordbook$age <- gsub("^very$", NA, big.texan.recordbook$age) | |
| big.texan.recordbook$age <- gsub("^young$", NA, big.texan.recordbook$age) | |
| # Renee Collazo | |
| big.texan.recordbook$weight[big.texan.recordbook$name == "Renee Collazo"] <- "280" | |
| big.texan.recordbook$age[big.texan.recordbook$name == "Renee Collazo"] <- "36" | |
| # Bringing it home! | |
| big.texan.recordbook$time <- NULL # We have posixtime now | |
| big.texan.recordbook$weight <- as.numeric(big.texan.recordbook$weight) | |
| big.texan.recordbook$age <- as.numeric(big.texan.recordbook$age) | |
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