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.