Python Trajectory Analysis

I need a total of 207 trajectories (sample attached as PNG, but I have these trajectories in form of Excel as well if you prefer that) to be analysed in order to: - Identify whether there are recurring or similar patterns among them. - Develop a typology to group trajectories with similar characteristics. * You may use Python or any other relevant software, but you will need to clearly explain to us: - The method you used to detect patterns - The logic and mechanism behind the typology (how the categories were created and on what basis the trajectories were assigned to them) * So, the outcome should include: - An analysis process and the resulting typology for all 207 trajectories.