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macheikh's Projects

conflict-preemption icon conflict-preemption

Replication code for "The Curse of Geography: How Governments Preempt Secession Attempts."

grass-addons icon grass-addons

GRASS GIS Addons Repository (Manuals: https://grass.osgeo.org/grass7/manuals/addons/ | Linux-logs: https://grass.osgeo.org/addons/grass7/logs/ | Windows logs: http://wingrass.fsv.cvut.cz/grass78/x86_64/addons/latest/logs/)

laika icon laika

Experiments with satellite image data

nightlightstats icon nightlightstats

This R package allows calculating user-specified statistics or creating a plot for a region's nightlight data for a given time period. The nightlight data are from the "Earth Observation Group, Payne Institute for Public Policy, NOAA/NCEI" (Image and data processing by NOAA's National Geophysical Data Center. DMSP data collected by US Air Force Weather Agency). You can either work with yearly DMSP data ranging from 1992 to 2013 (https://www.ngdc.noaa.gov/eog/dmsp/downloadV4composites.html) or monthly VIIRS data beginning in Apr 2014 (https://eogdata.mines.edu/download_dnb_composites.html). You can either provide own shapefiles (region, country, etc.) or have them (in the case of countries) automatically downloaded from GADM (https://gadm.org/data.html). At the time of writing, the yearly VIIRS data is not uploaded so the package doesnโ€™t process yearly VIIRS data. Please contact the authors if you notice that this changed.

web-scraping-and-clustering icon web-scraping-and-clustering

This repository contains code that was used to scrape the names of peer-reviewed articles from the journal PLOS ONE. A K-Means clustering algorithm was then applied to the data to sort the article names into clusters based on their content.

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