This repository contains the package and code used for research in the paper "Community Characteristics and Semantic Shift of High Affinity Terms in Reddit Communities". The research project consited of computing affinity values, semantic shifts and community characteristics for Reddit communities from a selected corpus. The code for this is specifically in the affinity_algorithms package.
The project contains scripts that were explicitly used for the Network Dynamics Lab servers to process Reddit Datasets, as well as a package that can be used independently to the data structureaffinity_analysispackage is an independent package that consists of exact affinity analysis, semantic shifts and community characteristics algorithms as defined in the paper.docscontains the documentation for the package. TODOndlcontains scripts specific to the Network Dynamics Lab server-side data processing.examplescontains an example notebook that demonstrates use cases of the packagetests
Install the packages from the requirements.txt
pip install requirements.txt
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