Data Clusterer

Source code for my Master's Thesis computations and visualizations.

Structure

In the src folder.

fetch.ipynb contains the code necessary to fetch the data from the ElasticSearch database.
exploration.ipynb includes the exploratory data analysis execution.
preprocessing.ipynb contains the preprocessing of the data into the state before clustering.
application.ipynb includes the execution of the clustering and outlier detection algorithms on the preprocessed data.
evaluation.ipynb contains the assessment of the three clusterings with visual projections.
requirements.txt contains the Python libraries required for execution.