CODEWITHSUNDEEP
r
bNHa
bNHa

Reputation: 15

Getting 'NA' when calculating statistical summary in R

I am trying to convert a column from Factor to numeric so I can then run statistical summary (mean, median, max, min). However I keep getting NA when running any of the statistics for this column. Before running any conversion code, if I run str(),

the type is 'hms' num [1:5860776] 00:40:56 01:08:32 00:07:19......

I tried the following code

all_trips$ride_length <- as.numeric(as.character(all_trips$ride_length))

and is.numeric(all_trips$ride_length) reads TRUE

when I then run str() I get

num [1:5860776] NA NA NA NA NA NA NA ....

Any help is appreciated.

Upvotes: 1

Views: 45

Answers (1)

akrun
akrun

Reputation: 887058

The as.character converts to character class from hms (where the storage mode is numeric),

> mode(hms::as_hms("12:34:56"))
[1] "numeric"
> typeof(hms::as_hms("12:34:56"))
[1] "double"
> class(hms::as_hms("12:34:56"))
[1] "hms"      "difftime"

and thus when we coerce to numeric with as.numeric from as.character, it returns NA as there are characters (:)

library(magrittr)
hms::as_hms("12:34:56") %>%
   as.character %>% 
   as.numeric
[1] NA
 hms::as_hms("12:34:56") %>%
   as.numeric
[1] 45296

Upvotes: 1

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