AWS Loft Tokyo の ASK AN EXPERT ブースにおける ご相談・ご対応ログ を分析しました :) / ASK AN EXPERT at AWS Loft Tokyo - Tech Consulting Log Analysis

Transcript

1. © 2019, Amazon Web Services, Inc. or its Affiliates. All

   rights reserved. ) 9C :KN : E / L A

2. © 2019, Amazon Web Services, Inc. or its Affiliates. All

   rights reserved.  ( 
   ) 2 7B : @ @ @ : A : @ @ @ 31 .4A4 T c 0 - a WS ML 31 /@8 2@ @ JI L J

3. © 2019, Amazon Web Services, Inc. or its Affiliates. All

   rights reserved. AWS Loft Tokyo? ASK AN EXPERT?

4. © 2019, Amazon Web Services, Inc. or its Affiliates. All

   rights reserved. ASK AN EXPERT @ AWS Loft Tokyo ! 2 01 
   
    8 - AWS   
    ! Startup Developer        J

5. © 2019, Amazon Web Services, Inc. or its Affiliates. All

   rights reserved. AWS Cloud9

6. © 2019, Amazon Web Services, Inc. or its Affiliates. All

   rights reserved. Analyzing ASK AN EXPERT Logs ! Tokenization Word2Vec

7. © 2019, Amazon Web Services, Inc. or its Affiliates. All

   rights reserved. Analyzing ASK AN EXPERT Logs ! Tokenization from janome.tokenizer import Tokenizer
   
   t = Tokenizer("userdic.csv", udic_enc="utf8") f = io.open('./sodan.txt', 'r', encoding='utf-8’)
   
   tokens = t.tokenize(line) for token in tokens: partOfSpeech = token.part_of_speech.split(',')[0] if partOfSpeech == u'’: if token.surface == ‘https’: pass elif token.surface.isnumeric(): pass else: sodan_words.append(token.surface) https://github.com/mocobeta/janome

8. © 2019, Amazon Web Services, Inc. or its Affiliates. All

   rights reserved. Analyzing ASK AN EXPERT Logs ! Word2Vec from gensim.models import word2vec
   
   sodan_sentences = word2vec.Text8Corpus('./sodan_words.txt') sodan_model = word2vec.Word2Vec(sodan_sentences, size=200, min_count=20, window=15)
   
   results = sodan_model.wv.most_similar(positive=[u'']) for result in results: print(result) https://github.com/RaRe-Technologies/gensim

9. © 2019, Amazon Web Services, Inc. or its Affiliates. All

   rights reserved. ASK AN EXPERT Logs ! 43 9D 9 . 3 058675 2 3 1 . 3 - 2 3 43 058675 3 . 3 I 9D EAC :

10. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. ASK AN EXPERT Logs ! 2 A L . 201 65 - A 201 2 743 . 8 9:

11. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. AWS Loft Tokyo - ASK AN EXPERT Logs • EC2/RDS/S3 27)+&(70*T LO G;@ ! ⇒ <8=
    CU • "$Lambda'6,.FMIJT ?QK/ %524LOU ⇒ >  J • AWS9SAWS(37-IJ:ND  AB#   (*´∀V*) " E 
    HRAWS Loft Tokyo “ASK AN EXPERT”17*P  J