| clustercheck | Checking cluster accuracy |
| clustering | Spectral clustering |
| colweights | Column weighting |
| getInsights | Determine the Top-N Keywords Per Cluster |
| mainfunction | Main Function to Run Complete Algorithm |
| news_subset | Select a subset of the full 20Newsgroupds dataset |
| rtsne_viz | Rtsne visualization |
| similarity | Calculate similarity matrices |
| svdProcessing | Dimensionality Reduction Via SVD and 3-D Plotting |
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