Visualize-Analyse-Twitter-Hashtags

Social Network Analysis

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• Team of 5 for Social and Economic Network Analysis project

Proposed work

• Identify hashtags related to IPL Auction 2021
  • Like #IPLAuction #CSK #Dhoni #MI #Gayle etc.
• Scrap the tweets from twitter ( Library used for scrapping: twint )
• Identify the counts of hashtags and mentioned accounts and display it as graph and wordcloud
• Cluster the hashtags and detect communities using Louvain algorithm and visualise clusters in gephi

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How to view this repository

• Scrapper folder has the twint code for scrapping the tweets along with outputs
• Dataset folder has the results - Tweets in a particular format (ID, date, time, text)
• Visualise n Analyse has the code to visualise as word cloud and to detect communities using Networkx
• Clustering-Louvain has the graph file and gephi workspace where the nodes are colored and visualised. The gephi workspace file has hover option to view the names of co-occuring hashtags
• OUTPUTS have the visualisations and outputs
• Reports have the documentation of the project

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Sample Outputs

VISUALISE - Bar and wordcloud representation

ANALYSE - Clusters in Louvain algorithm

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References

• twint
• Analysis
• Networkx