Governance Forum Analyzer: A comprehensive toolkit for scraping, extracting, analyzing, and visualizing data to uncover patterns of support and potential centralization of power within governance forums.
App Demo on YouTube <<< Click Here
App deployed on a tiny droplet <<< Click Here
The package has 3 Functionalities
- Pull Data : To pull all types of data from
https://forum.arbitrum.foundation - Explore Data : To Analyse and explore patterns of support and potential centralization of power within governance forums
- Export Data : To export the Governance Forum Data in nicely formatted CSV files
Our ArbGovernanceInsightToolkit repo contains 2 R scripts which automatically pulls and parse the data in a nice structured CSV files for further analysis.
Rscript scrape.R
Rscript parse.R
User Statistics DataFrame in data/UsersDF.csv
Topics Statistics DataFrame in data/TopicsDF.csv
Replies/Comments Details DataFrame in data/RepliesDF.csv
Likes on Comments/Replies Details DataFrame in data/LikesDF.csv
Our ArbGovernanceInsightToolkit repo contains a shiny app which analyzes and visualizes data to uncover patterns of support and potential centralization of power within governance forums.
- Open R console and Type
shiny::runApp()
Network showing users potentially colluding by liking Topics and Comments created by certain Users
Network showing users potentially colluding by Posting Comments/Replies on Topics created by certain Users
Our ArbGovernanceInsightToolkit repo contains a shiny app which have the option to look into the governance raw data like sorting searching and exporting it as well.
Users Data
Topics Data
Replies Data
Likes Data
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