Hi @ChrisNZ , Sorry for late reply. Thank you for your reply and suggestion. for question 1 . As per your suggestion, yes you are right but as per sentence(input data), we can find out part of speech like noun, verb. so is there any way to tag the word from sentence as per part of speech process, so we can easily filter the word as per classification(noun, pronoun, adj, adv) . if you have any idea on this then please suggest me with code it'll be helpful for me to complete my assign task.Please see the NOTE section. For question 2. This suggestion is quite appreciable even i thought the same but it'll take longer time to create dictionary file (tagging root word). Note :- In the Base SAS, there is some procedure like PROC HPTMINE (i find out last week), even i used this procedure but from this it comes with up 4 output dataset i.e. outterm (get part of speech, frequency of word) , outchild, outparent, outconfig. My problem in this procedure, i don't understand the outparent , outchild, outconfig output data set and what will i do further for this dataset. As per my requirement for time being, i need to calculate frequency of word by Rating(1-5 rating my data) and id (or Observation wise). For example :- input data ID TEXT 1 There is a nice product and good for programmer Thanks flipkart. Nice laptop for study and usage. 2 Very good, comes with windows10 & ms office & student 2016. Thanks. WANT :- ID NICE USAGE VERY GOOD 1 2 1 0 1 2 0 0 1 1 It would be really appreciable if you could provide me guidance and code for my issue. Wishing you a very merry Christmas in advance 🙂 Regards, Anu Singh
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