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questionnaire-analysis's Introduction

Questionnaire-Analysis

https://benthamchang.github.io/Questionnaire-Analysis/Questionnaire%20Analysis.html

Business Goal

Provide suggestions to NTHU library based on the feedback from readers.

Analysis

  1. Basic Information Analysis
    • Two-sample t-test
  2. Cross Analysis
    • Chi-Square Test of Independence
    • Correspondence Analysis
  3. Keywords Analysis (Text Mining)
    • Hidden Markov Model (Word Frequency Counting)
    • Word2Vec

Conclusion

  1. Library's pros:
    • Spacious space / comfortable environment / abundant resource
  2. Library's cons:
    • It's hot inside, the air conditioner should be turned stronger.
    • Some wobbly tables and chairs should be repaired.
    • Opening hours of night reading area should be longer.
    • User Interface of electronic resources is inconvenient.

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