#' Get a clean dataframe of coaches, including key information
#'
#' This function is designed to return a clean dataframe filled by parsed responses
#' from the specific MUSE API request for certain coaches.
#'
#' @param page The page number to load (required).
#' @param decending Whether to show descending results(default value: FALSE).
#' @param offering Only show coaches for a specific offering, please refer to the vignette
#' to find proper available offering options.
#' @param level Only show coaches for a specific level, please refer to the vignette for
#' available level categories.
#' @param specialization Only show coaches for a specific specialization, please refer to the
#' vignette to find proper available specializaiton options.
#' @param apikey Pass your own API key can increase the rate limit from 500 to 3600 per hour.
#'
#' @return A clean dataframe with following information:
#' coach name, rating, reviews, bio, specializations, level, link and image.
#'
#' @keywords coach, offering, level, specialization, dataframe
#' @import httr
#' @import jsonlite
#' @import dplyr
#'
#' @export
#'
#' @examples
#' \dontrun{
#' cleancoach(page = 1, offering = "30-Minute Career Q&A")
#' cleancoach(page = 2, level = "Master Coach", specialization = "College/New Grads")}
cleancoach <- function(
page = NULL,
decending = NULL,
offering = NULL,
level = NULL,
specialization = NULL,
apikey = NULL) {
if(missing(page)) stop("page is a required integer argument")
if(!is.null(offering)) warning("Please refer to the vignette to find proper available
offering options.")
if(!is.null(level)) {
levellist <- c("Mentor", "Coach", "Master Coach")
if(!(level %in% levellist)) stop("There is no such levek, please refer to the
vignette for available level categories.")
}
if(!is.null(specialization)) warning("Please refer to the vignette to find proper available
specializaiton options.")
url4 <- "https://www.themuse.com/api/public/coaches"
query_param4 <- list(
page = page,
decending = decending,
offering = offering,
level = level,
specialization = specialization,
api_key = apikey)
coach <- GET(url4, query = query_param4)
http_status(coach)
if(http_error(coach)) warning("The request produced an error.")
coachresult <- fromJSON(content(coach, as = "text"))
coachdf <- flatten(result4$results)
finaldf4 <- coachdf %>%
select("coach name" = name, "coach ID" = id, rating, reviews, "brief introduction" = bio,
specializations, "level" = level.name, "coach link" = refs.link, "coach image" = refs.image)
for (i in 1:nrow(finaldf4)) {
finaldf4$specializations[i] <- if(is.null(unlist(finaldf4$specializations[i]))) {
NA
} else {
paste(unlist(finaldf4$specializations[i]), collapse = ";")
}
}
finaldf4$specializations <- as.character(finaldf4$specializations)
warning("If no dataframe appears, it means there is no result for this search criteria.
Otherwise, just ignore this message.")
finaldf4
}
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