nltk.corpus for data science related words?












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from job description I scraped from the internet, I've went through all nlp processes and I've got to place where I found:



freq = nltk.FreqDist(lemmatized_list)
most_freq_words = freq.most_common(100)


which outputs:



[('data', 179),
('experience', 86),
('work', 78),
('business', 71),
('team', 59),
('learn', 56),
('model', 49),
('skills', 47),
('science', 41),
('use', 41),
('build', 39),
('machine', 37),
('ability', 36),.....


and so on. My problem is I do not want to consider words like "experience", "work", and only consider keywords related to data science. I'm guessing there is a corpus for data science terms which I can use like how I use stop word corpus to not select them. Let me know if there is a way, Thanks!










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$endgroup$

















    0












    $begingroup$


    from job description I scraped from the internet, I've went through all nlp processes and I've got to place where I found:



    freq = nltk.FreqDist(lemmatized_list)
    most_freq_words = freq.most_common(100)


    which outputs:



    [('data', 179),
    ('experience', 86),
    ('work', 78),
    ('business', 71),
    ('team', 59),
    ('learn', 56),
    ('model', 49),
    ('skills', 47),
    ('science', 41),
    ('use', 41),
    ('build', 39),
    ('machine', 37),
    ('ability', 36),.....


    and so on. My problem is I do not want to consider words like "experience", "work", and only consider keywords related to data science. I'm guessing there is a corpus for data science terms which I can use like how I use stop word corpus to not select them. Let me know if there is a way, Thanks!










    share|improve this question









    $endgroup$















      0












      0








      0





      $begingroup$


      from job description I scraped from the internet, I've went through all nlp processes and I've got to place where I found:



      freq = nltk.FreqDist(lemmatized_list)
      most_freq_words = freq.most_common(100)


      which outputs:



      [('data', 179),
      ('experience', 86),
      ('work', 78),
      ('business', 71),
      ('team', 59),
      ('learn', 56),
      ('model', 49),
      ('skills', 47),
      ('science', 41),
      ('use', 41),
      ('build', 39),
      ('machine', 37),
      ('ability', 36),.....


      and so on. My problem is I do not want to consider words like "experience", "work", and only consider keywords related to data science. I'm guessing there is a corpus for data science terms which I can use like how I use stop word corpus to not select them. Let me know if there is a way, Thanks!










      share|improve this question









      $endgroup$




      from job description I scraped from the internet, I've went through all nlp processes and I've got to place where I found:



      freq = nltk.FreqDist(lemmatized_list)
      most_freq_words = freq.most_common(100)


      which outputs:



      [('data', 179),
      ('experience', 86),
      ('work', 78),
      ('business', 71),
      ('team', 59),
      ('learn', 56),
      ('model', 49),
      ('skills', 47),
      ('science', 41),
      ('use', 41),
      ('build', 39),
      ('machine', 37),
      ('ability', 36),.....


      and so on. My problem is I do not want to consider words like "experience", "work", and only consider keywords related to data science. I'm guessing there is a corpus for data science terms which I can use like how I use stop word corpus to not select them. Let me know if there is a way, Thanks!







      python nlp nltk






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      asked 14 mins ago









      h_muskh_musk

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