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Right now, NA values are specified globally via na arg in the read_*() family of functions. Sometimes I want to supply NA values for specific columns, rather than the entire data set. A nice way to do this could be to add an na arg to all of the collector types to specify column-level missing values.
Column-level missing values come up frequently in survey data. Here are two examples:
Example 1:
What is your current stress level?
a. Low (LOW)
b. Moderate (MODERATE)
c. High (HIGH)
d. I don’t know (DONT_KNOW)
e. I don’t understand the question (DONT_UNDERSTAND)
I'd like to be able to create a col_factor type that reads the last two responses as NA as follows:
Right now,
NA
values are specified globally viana
arg in theread_*()
family of functions. Sometimes I want to supplyNA
values for specific columns, rather than the entire data set. A nice way to do this could be to add anna
arg to all of the collector types to specify column-level missing values.Column-level missing values come up frequently in survey data. Here are two examples:
Example 1:
I'd like to be able to create a
col_factor
type that reads the last two responses asNA
as follows:Example 2:
An item that records the individual's height as a double, but can have the following missing values: "ABSENT", "RULER_BROKE"
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