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word frequency from file using partial match


How to divide a list of values by a number in command line?How to count duplicated last columns without removing them?How to retrieve certain fields from the output of “CDP neighbors detail”?How can I append an incremental count to every predefined word of a text file?Sorting some lines in a fileSearching match of multi-line regex in files (without pcregrep)Search for a keyword and get its count occurrenceCompare two text files, extract matching rows of file2 plus additional rows






.everyoneloves__top-leaderboard:empty,.everyoneloves__mid-leaderboard:empty,.everyoneloves__bot-mid-leaderboard:empty
margin-bottom:0;









4


















I have a text file like this:



tom
and
jerry
went
to
america
and
england


I want to get the frequency of each word.



When I tried the following command



cat test.txt |sort|uniq -c


I got the following output



 1 america
2 and
1 england
1 jerry
1 to
1 tom
1 went


But I need partial matches too. ie, the word to present in the word tom. So my expected word count of to is 2. Is it possible using unix commands?










share|improve this question

































    4


















    I have a text file like this:



    tom
    and
    jerry
    went
    to
    america
    and
    england


    I want to get the frequency of each word.



    When I tried the following command



    cat test.txt |sort|uniq -c


    I got the following output



     1 america
    2 and
    1 england
    1 jerry
    1 to
    1 tom
    1 went


    But I need partial matches too. ie, the word to present in the word tom. So my expected word count of to is 2. Is it possible using unix commands?










    share|improve this question





























      4













      4









      4








      I have a text file like this:



      tom
      and
      jerry
      went
      to
      america
      and
      england


      I want to get the frequency of each word.



      When I tried the following command



      cat test.txt |sort|uniq -c


      I got the following output



       1 america
      2 and
      1 england
      1 jerry
      1 to
      1 tom
      1 went


      But I need partial matches too. ie, the word to present in the word tom. So my expected word count of to is 2. Is it possible using unix commands?










      share|improve this question
















      I have a text file like this:



      tom
      and
      jerry
      went
      to
      america
      and
      england


      I want to get the frequency of each word.



      When I tried the following command



      cat test.txt |sort|uniq -c


      I got the following output



       1 america
      2 and
      1 england
      1 jerry
      1 to
      1 tom
      1 went


      But I need partial matches too. ie, the word to present in the word tom. So my expected word count of to is 2. Is it possible using unix commands?







      text-processing command-line






      share|improve this question















      share|improve this question













      share|improve this question




      share|improve this question








      edited Sep 20 at 15:11









      terdon

      154k39 gold badges299 silver badges481 bronze badges




      154k39 gold badges299 silver badges481 bronze badges










      asked Sep 20 at 14:40









      jasonroyjasonroy

      1433 bronze badges




      1433 bronze badges























          4 Answers
          4






          active

          oldest

          votes


















          4



















          Here's one way, but it isn't very elegant:



          $ sort -u file | while IFS= read -r word; do 
          printf '%st%sn' "$word" "$(grep -cFe "$word" file)";
          done
          america 1
          and 3
          england 1
          jerry 1
          to 2
          tom 1
          went 1





          share|improve this answer


































            3



















            An awk approach:



            awk '
            !x c[$0]; next
            for (i in c) if (index($0, i)) c[i]++
            ENDfor (i in c) print c[i]"t"i' file x=1 file | sort -k1rn


            Which on your input give



            3 and
            2 to
            1 america
            1 england
            1 jerry
            1 tom
            1 went


            We process the input in two passes. In the first pass, we record the list of distinct words as the keys of the c hash table.



            In the second pass, for each line in the file, we loop over all the keys in c and increment the corresponding value if the key is found in the line.



            The list of distinct words in the file ends up being stored in memory. If those are English words, it shouldn't be a problem as there are fewer and 200,000 distinct words in the English language.






            share|improve this answer



























            • thank you. this command works. if i run this command against a large file around 30gb, will a machine of 8gb ram handle that?

              – jasonroy
              Sep 20 at 21:11











            • @TweetMan depends how many unique words there are. It stores all unique words in memory.

              – Stéphane Chazelas
              Sep 20 at 21:14











            • Hmm. then that would be a problem. it may crash the system.

              – jasonroy
              Sep 20 at 21:20











            • Awk isn't safe with large files and it bogs down. You may want to look into loading the data into a SQL database and querying it that way.

              – A.Danischewski
              Sep 21 at 0:43











            • @A.Danischewski, awk as a language has no issue with large files. There are many implementations of an interpreter for that language. Could you please be more specific as to which implementation can't handle large files and how? How would using a SQL database help here?

              – Stéphane Chazelas
              Sep 21 at 7:41


















            2



















            This won't crash the system but it may take a long time to run, since it parses the input multiple times. Assuming the input file is called "in":



            sort -u < in | while read w
            do
            printf "%dt%sn" `grep -c "$w" in` "$w"
            done


            which on your input got me:



            1 america
            3 and
            1 england
            1 jerry
            2 to
            1 tom
            1 went





            share|improve this answer
































              1



















              It's not clear to me if the partial matches are to be anchored to the beginning of the line.
              Assuming the answer is yes, what might speed things up here is the use of binary search via the venerable look command.
              Of course look needs that its input file be sorted.
              Therefore, first create a sorted version of the original file



               sort file > file.sorted


              Then loop through the original file, looking up one word at a time against the sorted file.



              while read -r word; do 
              printf "%s %dn" "$word" "$(look -b "$word" file.sorted | wc -l)";
              done <file


              Some systems don't need the -b flag to be passed to look to force a binary search.
              Disk caching of the sorted file could help speed things up even further






              share|improve this answer




























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                4 Answers
                4






                active

                oldest

                votes








                4 Answers
                4






                active

                oldest

                votes









                active

                oldest

                votes






                active

                oldest

                votes









                4



















                Here's one way, but it isn't very elegant:



                $ sort -u file | while IFS= read -r word; do 
                printf '%st%sn' "$word" "$(grep -cFe "$word" file)";
                done
                america 1
                and 3
                england 1
                jerry 1
                to 2
                tom 1
                went 1





                share|improve this answer































                  4



















                  Here's one way, but it isn't very elegant:



                  $ sort -u file | while IFS= read -r word; do 
                  printf '%st%sn' "$word" "$(grep -cFe "$word" file)";
                  done
                  america 1
                  and 3
                  england 1
                  jerry 1
                  to 2
                  tom 1
                  went 1





                  share|improve this answer





























                    4















                    4











                    4









                    Here's one way, but it isn't very elegant:



                    $ sort -u file | while IFS= read -r word; do 
                    printf '%st%sn' "$word" "$(grep -cFe "$word" file)";
                    done
                    america 1
                    and 3
                    england 1
                    jerry 1
                    to 2
                    tom 1
                    went 1





                    share|improve this answer
















                    Here's one way, but it isn't very elegant:



                    $ sort -u file | while IFS= read -r word; do 
                    printf '%st%sn' "$word" "$(grep -cFe "$word" file)";
                    done
                    america 1
                    and 3
                    england 1
                    jerry 1
                    to 2
                    tom 1
                    went 1






                    share|improve this answer















                    share|improve this answer




                    share|improve this answer








                    edited Sep 20 at 20:48









                    Stéphane Chazelas

                    346k59 gold badges676 silver badges1059 bronze badges




                    346k59 gold badges676 silver badges1059 bronze badges










                    answered Sep 20 at 14:56









                    terdonterdon

                    154k39 gold badges299 silver badges481 bronze badges




                    154k39 gold badges299 silver badges481 bronze badges


























                        3



















                        An awk approach:



                        awk '
                        !x c[$0]; next
                        for (i in c) if (index($0, i)) c[i]++
                        ENDfor (i in c) print c[i]"t"i' file x=1 file | sort -k1rn


                        Which on your input give



                        3 and
                        2 to
                        1 america
                        1 england
                        1 jerry
                        1 tom
                        1 went


                        We process the input in two passes. In the first pass, we record the list of distinct words as the keys of the c hash table.



                        In the second pass, for each line in the file, we loop over all the keys in c and increment the corresponding value if the key is found in the line.



                        The list of distinct words in the file ends up being stored in memory. If those are English words, it shouldn't be a problem as there are fewer and 200,000 distinct words in the English language.






                        share|improve this answer



























                        • thank you. this command works. if i run this command against a large file around 30gb, will a machine of 8gb ram handle that?

                          – jasonroy
                          Sep 20 at 21:11











                        • @TweetMan depends how many unique words there are. It stores all unique words in memory.

                          – Stéphane Chazelas
                          Sep 20 at 21:14











                        • Hmm. then that would be a problem. it may crash the system.

                          – jasonroy
                          Sep 20 at 21:20











                        • Awk isn't safe with large files and it bogs down. You may want to look into loading the data into a SQL database and querying it that way.

                          – A.Danischewski
                          Sep 21 at 0:43











                        • @A.Danischewski, awk as a language has no issue with large files. There are many implementations of an interpreter for that language. Could you please be more specific as to which implementation can't handle large files and how? How would using a SQL database help here?

                          – Stéphane Chazelas
                          Sep 21 at 7:41















                        3



















                        An awk approach:



                        awk '
                        !x c[$0]; next
                        for (i in c) if (index($0, i)) c[i]++
                        ENDfor (i in c) print c[i]"t"i' file x=1 file | sort -k1rn


                        Which on your input give



                        3 and
                        2 to
                        1 america
                        1 england
                        1 jerry
                        1 tom
                        1 went


                        We process the input in two passes. In the first pass, we record the list of distinct words as the keys of the c hash table.



                        In the second pass, for each line in the file, we loop over all the keys in c and increment the corresponding value if the key is found in the line.



                        The list of distinct words in the file ends up being stored in memory. If those are English words, it shouldn't be a problem as there are fewer and 200,000 distinct words in the English language.






                        share|improve this answer



























                        • thank you. this command works. if i run this command against a large file around 30gb, will a machine of 8gb ram handle that?

                          – jasonroy
                          Sep 20 at 21:11











                        • @TweetMan depends how many unique words there are. It stores all unique words in memory.

                          – Stéphane Chazelas
                          Sep 20 at 21:14











                        • Hmm. then that would be a problem. it may crash the system.

                          – jasonroy
                          Sep 20 at 21:20











                        • Awk isn't safe with large files and it bogs down. You may want to look into loading the data into a SQL database and querying it that way.

                          – A.Danischewski
                          Sep 21 at 0:43











                        • @A.Danischewski, awk as a language has no issue with large files. There are many implementations of an interpreter for that language. Could you please be more specific as to which implementation can't handle large files and how? How would using a SQL database help here?

                          – Stéphane Chazelas
                          Sep 21 at 7:41













                        3















                        3











                        3









                        An awk approach:



                        awk '
                        !x c[$0]; next
                        for (i in c) if (index($0, i)) c[i]++
                        ENDfor (i in c) print c[i]"t"i' file x=1 file | sort -k1rn


                        Which on your input give



                        3 and
                        2 to
                        1 america
                        1 england
                        1 jerry
                        1 tom
                        1 went


                        We process the input in two passes. In the first pass, we record the list of distinct words as the keys of the c hash table.



                        In the second pass, for each line in the file, we loop over all the keys in c and increment the corresponding value if the key is found in the line.



                        The list of distinct words in the file ends up being stored in memory. If those are English words, it shouldn't be a problem as there are fewer and 200,000 distinct words in the English language.






                        share|improve this answer
















                        An awk approach:



                        awk '
                        !x c[$0]; next
                        for (i in c) if (index($0, i)) c[i]++
                        ENDfor (i in c) print c[i]"t"i' file x=1 file | sort -k1rn


                        Which on your input give



                        3 and
                        2 to
                        1 america
                        1 england
                        1 jerry
                        1 tom
                        1 went


                        We process the input in two passes. In the first pass, we record the list of distinct words as the keys of the c hash table.



                        In the second pass, for each line in the file, we loop over all the keys in c and increment the corresponding value if the key is found in the line.



                        The list of distinct words in the file ends up being stored in memory. If those are English words, it shouldn't be a problem as there are fewer and 200,000 distinct words in the English language.







                        share|improve this answer















                        share|improve this answer




                        share|improve this answer








                        edited Sep 21 at 7:29

























                        answered Sep 20 at 20:54









                        Stéphane ChazelasStéphane Chazelas

                        346k59 gold badges676 silver badges1059 bronze badges




                        346k59 gold badges676 silver badges1059 bronze badges















                        • thank you. this command works. if i run this command against a large file around 30gb, will a machine of 8gb ram handle that?

                          – jasonroy
                          Sep 20 at 21:11











                        • @TweetMan depends how many unique words there are. It stores all unique words in memory.

                          – Stéphane Chazelas
                          Sep 20 at 21:14











                        • Hmm. then that would be a problem. it may crash the system.

                          – jasonroy
                          Sep 20 at 21:20











                        • Awk isn't safe with large files and it bogs down. You may want to look into loading the data into a SQL database and querying it that way.

                          – A.Danischewski
                          Sep 21 at 0:43











                        • @A.Danischewski, awk as a language has no issue with large files. There are many implementations of an interpreter for that language. Could you please be more specific as to which implementation can't handle large files and how? How would using a SQL database help here?

                          – Stéphane Chazelas
                          Sep 21 at 7:41

















                        • thank you. this command works. if i run this command against a large file around 30gb, will a machine of 8gb ram handle that?

                          – jasonroy
                          Sep 20 at 21:11











                        • @TweetMan depends how many unique words there are. It stores all unique words in memory.

                          – Stéphane Chazelas
                          Sep 20 at 21:14











                        • Hmm. then that would be a problem. it may crash the system.

                          – jasonroy
                          Sep 20 at 21:20











                        • Awk isn't safe with large files and it bogs down. You may want to look into loading the data into a SQL database and querying it that way.

                          – A.Danischewski
                          Sep 21 at 0:43











                        • @A.Danischewski, awk as a language has no issue with large files. There are many implementations of an interpreter for that language. Could you please be more specific as to which implementation can't handle large files and how? How would using a SQL database help here?

                          – Stéphane Chazelas
                          Sep 21 at 7:41
















                        thank you. this command works. if i run this command against a large file around 30gb, will a machine of 8gb ram handle that?

                        – jasonroy
                        Sep 20 at 21:11





                        thank you. this command works. if i run this command against a large file around 30gb, will a machine of 8gb ram handle that?

                        – jasonroy
                        Sep 20 at 21:11













                        @TweetMan depends how many unique words there are. It stores all unique words in memory.

                        – Stéphane Chazelas
                        Sep 20 at 21:14





                        @TweetMan depends how many unique words there are. It stores all unique words in memory.

                        – Stéphane Chazelas
                        Sep 20 at 21:14













                        Hmm. then that would be a problem. it may crash the system.

                        – jasonroy
                        Sep 20 at 21:20





                        Hmm. then that would be a problem. it may crash the system.

                        – jasonroy
                        Sep 20 at 21:20













                        Awk isn't safe with large files and it bogs down. You may want to look into loading the data into a SQL database and querying it that way.

                        – A.Danischewski
                        Sep 21 at 0:43





                        Awk isn't safe with large files and it bogs down. You may want to look into loading the data into a SQL database and querying it that way.

                        – A.Danischewski
                        Sep 21 at 0:43













                        @A.Danischewski, awk as a language has no issue with large files. There are many implementations of an interpreter for that language. Could you please be more specific as to which implementation can't handle large files and how? How would using a SQL database help here?

                        – Stéphane Chazelas
                        Sep 21 at 7:41





                        @A.Danischewski, awk as a language has no issue with large files. There are many implementations of an interpreter for that language. Could you please be more specific as to which implementation can't handle large files and how? How would using a SQL database help here?

                        – Stéphane Chazelas
                        Sep 21 at 7:41











                        2



















                        This won't crash the system but it may take a long time to run, since it parses the input multiple times. Assuming the input file is called "in":



                        sort -u < in | while read w
                        do
                        printf "%dt%sn" `grep -c "$w" in` "$w"
                        done


                        which on your input got me:



                        1 america
                        3 and
                        1 england
                        1 jerry
                        2 to
                        1 tom
                        1 went





                        share|improve this answer





























                          2



















                          This won't crash the system but it may take a long time to run, since it parses the input multiple times. Assuming the input file is called "in":



                          sort -u < in | while read w
                          do
                          printf "%dt%sn" `grep -c "$w" in` "$w"
                          done


                          which on your input got me:



                          1 america
                          3 and
                          1 england
                          1 jerry
                          2 to
                          1 tom
                          1 went





                          share|improve this answer



























                            2















                            2











                            2









                            This won't crash the system but it may take a long time to run, since it parses the input multiple times. Assuming the input file is called "in":



                            sort -u < in | while read w
                            do
                            printf "%dt%sn" `grep -c "$w" in` "$w"
                            done


                            which on your input got me:



                            1 america
                            3 and
                            1 england
                            1 jerry
                            2 to
                            1 tom
                            1 went





                            share|improve this answer














                            This won't crash the system but it may take a long time to run, since it parses the input multiple times. Assuming the input file is called "in":



                            sort -u < in | while read w
                            do
                            printf "%dt%sn" `grep -c "$w" in` "$w"
                            done


                            which on your input got me:



                            1 america
                            3 and
                            1 england
                            1 jerry
                            2 to
                            1 tom
                            1 went






                            share|improve this answer













                            share|improve this answer




                            share|improve this answer










                            answered Sep 21 at 0:33









                            sitaramsitaram

                            1915 bronze badges




                            1915 bronze badges
























                                1



















                                It's not clear to me if the partial matches are to be anchored to the beginning of the line.
                                Assuming the answer is yes, what might speed things up here is the use of binary search via the venerable look command.
                                Of course look needs that its input file be sorted.
                                Therefore, first create a sorted version of the original file



                                 sort file > file.sorted


                                Then loop through the original file, looking up one word at a time against the sorted file.



                                while read -r word; do 
                                printf "%s %dn" "$word" "$(look -b "$word" file.sorted | wc -l)";
                                done <file


                                Some systems don't need the -b flag to be passed to look to force a binary search.
                                Disk caching of the sorted file could help speed things up even further






                                share|improve this answer































                                  1



















                                  It's not clear to me if the partial matches are to be anchored to the beginning of the line.
                                  Assuming the answer is yes, what might speed things up here is the use of binary search via the venerable look command.
                                  Of course look needs that its input file be sorted.
                                  Therefore, first create a sorted version of the original file



                                   sort file > file.sorted


                                  Then loop through the original file, looking up one word at a time against the sorted file.



                                  while read -r word; do 
                                  printf "%s %dn" "$word" "$(look -b "$word" file.sorted | wc -l)";
                                  done <file


                                  Some systems don't need the -b flag to be passed to look to force a binary search.
                                  Disk caching of the sorted file could help speed things up even further






                                  share|improve this answer





























                                    1















                                    1











                                    1









                                    It's not clear to me if the partial matches are to be anchored to the beginning of the line.
                                    Assuming the answer is yes, what might speed things up here is the use of binary search via the venerable look command.
                                    Of course look needs that its input file be sorted.
                                    Therefore, first create a sorted version of the original file



                                     sort file > file.sorted


                                    Then loop through the original file, looking up one word at a time against the sorted file.



                                    while read -r word; do 
                                    printf "%s %dn" "$word" "$(look -b "$word" file.sorted | wc -l)";
                                    done <file


                                    Some systems don't need the -b flag to be passed to look to force a binary search.
                                    Disk caching of the sorted file could help speed things up even further






                                    share|improve this answer
















                                    It's not clear to me if the partial matches are to be anchored to the beginning of the line.
                                    Assuming the answer is yes, what might speed things up here is the use of binary search via the venerable look command.
                                    Of course look needs that its input file be sorted.
                                    Therefore, first create a sorted version of the original file



                                     sort file > file.sorted


                                    Then loop through the original file, looking up one word at a time against the sorted file.



                                    while read -r word; do 
                                    printf "%s %dn" "$word" "$(look -b "$word" file.sorted | wc -l)";
                                    done <file


                                    Some systems don't need the -b flag to be passed to look to force a binary search.
                                    Disk caching of the sorted file could help speed things up even further







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                                    edited Sep 21 at 15:17

























                                    answered Sep 21 at 3:45









                                    iruvariruvar

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