This repository is created to store all analysis and results that were generated for - "Analysis Of Organization Culture And Diversity In Publicly Traded Firms By Using Data Mining Techniques On Online Reviews" as part of research work

Experiments:

• Web scraping
• Corpus analysis
• Reviews(text) extraction
• Preprocessing - pipeline (information retrieval)
• LDA Training
• LDA Fitting
• Cumulative topic proportions extraction
• Description analyis
• LDA organisational sectorwise
• LDA organisational sectorwise - heatmap
• Sentiment Analysis
• Pearson correlations
• Multi linear regression
• Regression - heatmaps
• Student t-Test - heatmaps
• Sentiment Analysis - bar chart & pie chart
• t-SNE models
• t-SNE models- organisational sectorwise