Getting insights from political violence and protests around the world

Aggregated non-US ACLED events 2000 — 2020

To achieve political goals, we have seen people and governments using political violence. It includes violence between governments, e.g. war as an intense armed conflict, and violence used against non-state actors, e.g. police brutality. A rebellion is a kind of politically motivated violence of non-state actors against a government. The storming of the United States Capitol was a riot act from non-state actors against the United States Congress.

In this walkthrough we used one of the most widely used analysis OSINT source named ACLED. With the help of spatial binning, we easily recognized historical events between 2000 and 2020 without being an intelligence expert. We have implemented most of the workflows into a GEOINT Python module, mainly to give non-spatial experts a better understanding of the implementation details.

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Explore the potential of location intelligence

Source: ukauthority.com

The Covid-19 pandemic added fuel to the appreciation of the value of location data in the public sector. It is a subject on which many are eager to improve their understanding, identify opportunities and pitfalls in making more of the location data held by themselves and third parties. We need to explore how to take the data into the realm of intelligence, providing organisations with fresh insights for their planning and operations.

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Mapping the path to climate resilience

Source: wiredprnews.com

AT&T is taking action Climate Resilience Project, using spatial data analysis and location information on how stronger storms can affect infrastructure, such as cell towers and the ability of telecommunications to serve customers. “Spatial analysis is this way of going beyond what we see visually,” explains Lauren Bennett, head of spatial analysis and data science at Geographic Information Systems (GIS), Esri. Laboratory company asset data and climate data can cover volumes of different information in location, display and analysis. Layered on the map is an analysis of climate change data commissioned by AT&T to Argonne. Argonne and AT&T co-created the Climate Change Analysis Tool to predict the frequency, extent, and location of floods, high-speed winds, fires, and droughts.

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