PennController for IBEX › Forums › Support › reaction time results appear in different two columns › Reply To: reaction time results appear in different two columns
November 3, 2020 at 11:45 am #6301
You will need to do some more transformations on your data frames. Here is what you can do:
# Set 'group' to non-null value for each participant require(dplyr) dashed_results <- dashed_results %>% group_by(Time.results.were.received, MD5.hash.of.participant.s.IP.address) %>% mutate(group=max(group)) # Select fields from all_results, make them columns per item, and merge with dashed_results require(tidyr) fields <- c("yesnocorrect","scalecorrect","whicharticle") correct_which_results <- subset(all_results, PennElementName%in%fields) correct_which_results <- correct_which_results %>% group_by(Time.results.were.received, MD5.hash.of.participant.s.IP.address, Item.number) %>% select(Time.results.were.received, MD5.hash.of.participant.s.IP.address, Item.number, PennElementName, Value) %>% spread(., PennElementName, Value) dashed_results <- merge(dashed_results, correct_which_results, by=c("Time.results.were.received", "MD5.hash.of.participant.s.IP.address", "Item.number"))
You’ll still have some NAs for whicharticle because you didn’t seem to have that Scale for your filler items.
- This reply was modified 2 years, 7 months ago by Jeremy. Reason: replaced tmp with dashed_results