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Slack data analysis for Data learning guild on July 2020

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daikichidaze/slack-report-2020

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slack-report-2020

Slack data analysis for Data learning guild 1st year review on July 2020

Environment

  • Google CoLab

Overview

Especially forcused on network analysis.

  • slack-data-bacis-analysis.ipynb
    • Notebook for basic explanatory data analysis
    • Not related to network analysis
  • slack-create-mid-table-reply.ipynb
    • A script to create a mid table from BQ data (SQL)
    • Access authorizations are necessary to get data from BQ
  • slack-data-network-analysis.ipynb
    • Notebook for forcusing on network creation by using networkx
    • Create 3 kinds of networks
      1. All period reply network
      2. Monthly period reply network
      3. Guild master excluded network
  • slack-data-network-compare.ipynb
    • Notbook for network analysis/comparision