R: Find Matching Search Term in csv file -


i know how find exact lower case string under column search terms.

what did:

using r studio, read in csv file using command:

books = read.csv("~/desktop/r class /bbbooklist.csv", sep=",",header= true,na.strings = "?",stringsasfactors = false) 

the csv file has header:

[1] "department"         "search.term"        "search.frequency"   "asin"               [5] "x.1.clicked.title"  "click.share"        "conversion.share"   "asin.1"             [9] "x.2.clicked.title"  "click.share.1"      "conversion.share.1" "asin.2"             [13] "x.3.clicked.title"  "click.share.2"      "conversion.share.2" 

here image of file called books:

snapshot of csv file

what want retrieve rows search term: 'adult coloring books' , save rows new file called keywords.csv

i have tried several options like:

dta.subset<-subset(books,search.term = 'adult coloring books') 

as grep commands like:

grep(pattern = "adult coloring books",x = string, value = t) 

from op's question, isn't clear if term can appear in column or in 1 specific column. i'll assume can appear in column, since more generic. if question 1 specific column, solution may yield wanted results depending on data structure.

# dummy data frame  set.seed(1)  df = data.frame(matrix(sample(letters, size = 50, replace = t), nrow=10, ncol=5)) df    x1 x2 x3 x4 x5 1   g  f  y  m  v 2   j  e  f  p  q 3   o  r  q  m  u 4   x  j  d  e  o 5   f  u  g  v  n 6   x  m  k  r  u 7   y  s   u  8   r  z  j  c  m 9   q  j  w  s  t 10  b  u   k  s  # want rows there's "a" in @ least 1 column # vector of logic indexes, telling row has letter "a" x = apply(df, 1, function(x) {any(grepl(x, pattern = "a")) })  # want df[x, ]   x1 x2 x3 x4 x5 7  y  s   u  

now, if don't need match regular expressions, can made simpler:

ind = apply(df=="a", 1, function(x) any(x)) df[ind, ] 

edit:

now question edited realize op should study subsetting in r, suggested in comments.

df[df$x3=="a", ]   x1 x2 x3 x4 x5 7  y  s   u  

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