Movement in West Bank Using Mobile Location Data - reduced sample

Following the previous work, this part of the analysis will work only with users that are registered across the three time periods of interest.

Period name	Period description	Dates
Sep 2023-7th Oct 2023	Period before the break out of the war	09-01-2023 to 10-06-2023
7th Oct 2023-Dec 2023	First period after the break out of the war	10-07-2023 to 12-31-2023
Jan 2024-20th Mar 2024	Second period after the break out of the war	01-01-2024 - 03-20-2024

Detect Home Across the Different Time Periods

In this part of the analysis we are keeping only the users that are present across the three different time periods. Then, we detect their home and work locations. Results are not being shown for privacy concerns.

Activity

Calculate the activity at the hexagon level

Interactive Map of Mean Users per Hexagon

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Interactive Map to see change in Z Score

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Interactive Map to see change in mean number of users

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This notebook used Mobilkit

Enrico Ubaldi, Takahiro Yabe, Nicholas Jones, Maham Faisal Khan, Alessandra Feliciotti, Riccardo Di Clemente, Satish V. Ukkusuri and Emanuele Strano Mobilkit: A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data, Journal of Open Source Software, 9, 95, 5201, (2024), Doi: 10.21105/joss.05201