#' Reads in a file
#'
#' Reads in the specified filename in df using readr. Messages are suppressed.
#' If the filame doesn not exist, a message is displayed.
#'
#' @param filename A character string giving the filename to be read in
#'
#' @return This function returns a dataframe containing the data in the filename if it existst. In case filename
#' doesn't exist, an error is displayed.
#'
#' @importFrom readr read_csv
#' @importFrom dplyr tbl_df
#'
#' @examples
#' \dontrun{
#' fars_read("./data/accident_2013.csv.bz2")
#' }
fars_read <- function(filename) {
if(!file.exists(filename))
stop("file '", filename, "' does not exist")
data <- suppressMessages({
readr::read_csv(filename, progress = FALSE)
})
dplyr::tbl_df(data)
}
#' Makes filename
#'
#' Given a year number or string, this function will make a file name consisting of accident_number.csv.bz2
#'
#' @param year A number or chracter string with numbers
#'
#' @return This function returns a file name consisting of accident_number.csv.bz2
#'
#' @examples
#' \dontrun{
#' make_filename("2015")
#' make_filename(2015)
#' }
#' @export
make_filename <- function(year) {
year <- as.integer(year)
filename <-sprintf("accident_%d.csv.bz2", year)
system.file('extdata', filename, package = 'MyWeek4Package')
}
#' Reads in multiple files
#'
#' From given years in numbers, this function tries to read in the corresponding data sets,
#' and selects months and year
#'
#' @param years A vector of numbers or character string with numbers
#'
#' @return For each element of the input vector, This function returns the month and year column of
#' dataframe containing the data in the filename if it existst.
#' In case filename doesn't exist, an error is displayed.
#'
#' @importFrom dplyr mutate select
#'
#' @examples
#' \dontrun{
#' fars_read_years(c(2013,2014))
#' }
fars_read_years <- function(years) {
lapply(years, function(year) {
file <- make_filename(year)
year<-NULL
MONTH<-NULL
tryCatch({
dat <- fars_read(file)
dplyr::mutate(dat, year = year) %>%
dplyr::select_(~MONTH, year)
}, error = function(e) {
warning("invalid year: ", year)
return(NULL)
})
})
}
#' Summarizes multiple files
#'
#' From given years in numbers, this function makes one dataframe containing data from all years.
#' From this data frame a table is made from the number of casualties with months as rows and years as columns
#'
#' @param years A vector of numbers or character string with numbers
#'
#' @return a table containing the number of casualties with months as rows and years as columns
#'
#' @importFrom dplyr bind_rows group_by summarize
#' @importFrom tidyr spread
#'
#' @examples
#' \dontrun{
#' fars_summarize_years(c(2013,2014))
#' }
#'
#' @export
fars_summarize_years <- function(years) {
dat_list <- fars_read_years(years)
year<-NULL
MONTH<-NULL
n<-NULL
dplyr::bind_rows(dat_list) %>%
dplyr::group_by_(~year, ~MONTH) %>%
dplyr::summarize_(n = ~n()) %>%
tidyr::spread_('year', n)
}
#' Plots map of number of fatalities
#'
#' From given statenumber and year, a map is plotted with the number of fatalities.
#' Longitude must be more than 900 and latitude more than 90.
#' When there are no fatalities, nothing is returned.
#'
#'
#' @param state.num a state number, when invalid an error is shown
#' @param year a number or character string containing numbers
#'
#' @return a tmap containing the number of casualties with months as rows and years as columns
#'
#' @importFrom dplyr filter
#' @importFrom maps map
#' @importfrom graphics points
#'
#' @examples
#' \dontrun{
#' fars_map_state(1,2013)
#' }
#'
#' @export
fars_map_state <- function(state.num, year) {
filename <- make_filename(year)
data <- fars_read(filename)
state.num <- as.integer(state.num)
STATE <- NULL
if(!(state.num %in% unique(data$STATE)))
stop("invalid STATE number: ", state.num)
data.sub <- dplyr::filter_(data, ~STATE == state.num)
if(nrow(data.sub) == 0L) {
message("no accidents to plot")
return(invisible(NULL))
}
is.na(data.sub$LONGITUD) <- data.sub$LONGITUD > 900
is.na(data.sub$LATITUDE) <- data.sub$LATITUDE > 90
with(data.sub, {
maps::map("state", ylim = range(LATITUDE, na.rm = TRUE),
xlim = range(LONGITUD, na.rm = TRUE))
graphics::points(LONGITUD, LATITUDE, pch = 46)
})
}
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