Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
.idea		.idea
__pycache__		__pycache__
.gitattributes		.gitattributes
Kellogg_BERTopic.py		Kellogg_BERTopic.py
Kellogg_LDA.py		Kellogg_LDA.py
Kellogg_Topic_over_time.py		Kellogg_Topic_over_time.py
LICENSE		LICENSE
README.md		README.md
Visualization.py		Visualization.py

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Analysis of Kellogg Dissertations

Data

Data are from ProQuest, 2004-2023

Requirements

gensim
pyLDAvis
scipy<1.13
bertopic
plotly

Code

Kellogg_LDA: LDA model for the data with visualization
Kellogg_BERTopic: BERTopic mdoel for the data with visualization
Visualization: word cloud and bar plot for word frequency

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Analysis for Kellogg Dissertations

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Python 100.0%