Portal Data Manipulation Pipes (dplyr)
If the file surveys.csv
is not already in your working directory then download a copy.
Load the file into R using read_csv()
.
Use pipes (either |>
or %>%
) to combine the following operations to manipulate the data.
- Use
mutate()
,select()
, anddrop_na()
to create a new data frame with theyear
,species_id
, and weight in kilograms of each individual, with no null weights. - Use the
filter()
andselect()
to get theyear
,month
,day
, andspecies_id
columns for all of the rows in the data frame wherespecies_id
isSH
.