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https://github.com/emilbluemax/intercommunityinteractionreddit
The aim is to Analyse and predict the possible interactions between the various subreddits present and predict the type of interaction and detect the implicit communities between subreddits This will be through various Network analysis and statistical inferences and predictive model
https://github.com/emilbluemax/intercommunityinteractionreddit
community-detection graph huggingface-transformers ipython-notebook networkx-graph node2vec-embeddings python reddit reddit-api scraping simple-project visualization
Last synced: 2 days ago
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The aim is to Analyse and predict the possible interactions between the various subreddits present and predict the type of interaction and detect the implicit communities between subreddits This will be through various Network analysis and statistical inferences and predictive model
- Host: GitHub
- URL: https://github.com/emilbluemax/intercommunityinteractionreddit
- Owner: emilbluemax
- Created: 2023-04-29T01:26:36.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-05-05T18:47:01.000Z (over 1 year ago)
- Last Synced: 2024-10-12T14:43:25.853Z (about 1 month ago)
- Topics: community-detection, graph, huggingface-transformers, ipython-notebook, networkx-graph, node2vec-embeddings, python, reddit, reddit-api, scraping, simple-project, visualization
- Language: Jupyter Notebook
- Homepage:
- Size: 14 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Inter community Interaction in Reddit
## Team Members
| NAME | SRN |
| ----------- | ----------- |
| Emil Bluemax | PES2UG20CS431 |
| J P Daniel Christopher | PES2UG20CS433 |
| Shaurya Kumar | PES2UG20CS324 |
| Sameer Parekh | PES2UG20CS302 |
## Dataset
+ Stanford Reddit Hyperlink Dataset
## Highlights
+ Script for scrapping Node(Subreddit) and its features.
+ Script for scrapping edge/Interaction between Nodes(Subreddits) - using hyperlinks present in the top posts in that subreddit
+ Graphical representation of the scrapped nodes and edges along with community detection
+ Used Node2Vec to generate node embeddings