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LHST-EPFL/TDA-Gallica

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Semester project at LHST

Authors: Bayrem Kaabachi, Dr. Simon Dumas Primbault

Supervisor: Dr. Simon Dumas Primbault

This repository contains the following files:

  • Sessions.ipynb: Jupyter notebook that was run on the cluster, its aim was to construct the sessions from the large data provided by Gallica user navigations.
  • PDS_data_collection.ipynb: Jupyter notebook that had the goal of collecting metadata from Gallica website to enrich our data.
  • PDS_representations.ipynb: Jupyter notebook that contain manipulation of the data, results and discussions. It also contains a small part where we do exploratory analysis with TDA.
  • Final_Report_Kaabachi_261340.pdf: Final report submitted to LHST at the end of the semester project.
  • TDA.ipynb: Jupyter notebook that contains topological data analysis and cluster visualizations.
  • Analysis of Researchers’ Online Behavior.pdf: Final presentation of the semester project.
  • LICENSE.md: GNU GPL 3.0

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