I'd like to append some metadata to the kwic output such as a customer ID (see below) so that it's easy to lookup against a master file. I've tried appending data using cbind but nothing matches up correctly.
If this is possible examples would be greatly appreciated.
docname position contextPre keyword contextPost CustID
text3790 5 nothing at all looks good and sounds great 1
text3801 11 think the offer is a good value and has a lot 3
text3874 10 not so sure thats a good word to use 5
originating data.frame
CustID Comment
1 nothing at all looks good and sounds great
2 did not see anything that was very appealing
3 I think the offer is a good value and has a lot of potential
4 these items look terrible how are you still in business
5 not so sure thats a good word to use
6 having a hard time believing some place would sell an item so low
7 it may be worth investing in some additional equipment
At first I thought the ideal solution is to use docvars
, but kwic don't seem to have an option to show them. I still need to merge a id-doc mapping table with the kwic result.
library(data.table)
library(quanteda)
s <- "CustID, Comment
1, nothing at all looks good and sounds great
2, did not see anything that was very appealing
3, I think the offer is a good value and has a lot of potential
4, these items look terrible how are you still in business
5, not so sure thats a good word to use
6, having a hard time believing some place would sell an item so low
7, it may be worth investing in some additional equipment"
# I'm using data.table mainly to read the data easily.
dt <- fread(s, data.table=FALSE)
# all operations below apply to data frame
myCorpus <- corpus(df$Comment)
# the Corpus and CustID came from same data frame,
# thus ensured the mapping is correct
docvars(myCorpus, "CustID") <- df$CustID
summary(myCorpus)
# build the mapping table of docname and CustID.
# The docname is in row.names, have to make an explicit column
dv_table <- docvars(myCorpus)
id_table <- data.frame(docname = row.names(dv_table), CustID = dv_table$CustID)
result <- kwic(myCorpus, "good", window = 3, valuetype = "glob")
id_result <- merge(result, id_table, by = "docname")
result:
> id_result
docname position contextPre keyword contextPost CustID
1 text1 5 at all looks good and sounds great 1
2 text3 7 offer is a good value and has 3
3 text5 6 sure thats a good word to use 5
It is a data.frame
object so you can add columns the regular way:
library(quanteda)
h <- head(kwic(inaugTexts, "secure*", window = 3, valuetype = "glob"))
#Add new ID column
h$CustID <- 1:nrow(h)
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