[R] multiple column comparison
ryanfuller
ryanfuller at gmail.com
Fri Jan 27 06:00:38 CET 2012
Hello,
I have a very large content analysis project, which I've just begun to
collect training data on. I have three coders, who are entering data on up
to 95 measurements. Traditionally, I've used Excel to check coder agreement
(e.g., percentage agreement), by lining up each coder's measurements
side-by-side, creating a new column with the results using if statements.
That is, if (a=b, 1, 0). With this many variables, I am clearly interested
in something that I don't have to create manually every time I check
percentage agreement for coders.
The data are set up like this:
ID CODER V1 V2 V3 V4 ... V95
ID1 C1 y int doc y
ID2 C1 y ext doc y
ID1 C2 n int doc y
ID2 C2 n int doc y
ID1 C3 n int doc y
ID2 C3 n int doc y
I would like to write a script to do the following:
For each variable compare each pair of coders using if statements (e.g., if
C1.V1.==C1.V2, 1, 0)
ID C1.V1 C2.V1 C3.V1
ID1 y y y
ID2 y y y
For each coding pair, enter the resulting 1s and 0s into a new column.
The new column name would reflect the results of the comparison, such as
C1.C2.V1
I'd ideally like to create this so that it can handle any number of
variables and any number of coders.
I appreciate any thoughts, help, and pointers on this.
Thanks in advance.
Best,
Ryan Fuller
Doctoral Candidate, Communication
Graduate Student Researcher, Carsey-Wolf Center
http://carseywolf.ucsb.edu
University of California, Santa Barbara
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