Name		Name	Last commit message	Last commit date
Latest commit History 33 Commits
Clustering-Louvain		Clustering-Louvain
Dataset		Dataset
OUTPUTS		OUTPUTS
Report		Report
Scrapper		Scrapper
Visualise n Analyse		Visualise n Analyse
README.md		README.md

Repository files navigation

Visualize-Analyse-Twitter-Hashtags

Social Network Analysis

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

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

Sample Outputs

VISUALISE - Bar and wordcloud representation

ANALYSE - Clusters in Louvain algorithm

References

About

Identify the counts of hashtags and mentioned accounts and display it as graph and wordcloud

twitter wordcloud hashtags tweepy-api twint socialnetworkanalysis

Report repository

Releases

No releases published

Packages

Contributors

Languages