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

delivered this talk at JAWS DAYS 2019 (https://jawsdays2019.jaws-ug.jp/)

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.  ( 
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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 
   
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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=
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