Getting insights from political violence and protests around the world

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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Israel launches dozens of strikes as Gaza fighting enters second week

Theme: TAX_TERROR_GROUP_HAMAS

Source: reuters.com

The map shows the broadcasted news related to Hamas near the Gaza region.

Gaza City, State of Palestine © OpenStreetMap contributors

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Live Updates: Airstrike Kills Dozens in Gaza as U.N. Security Council Prepares to Meet

Theme: MANMADE_DISASTER_IMPLIED

Source: nytimes.com

The map shows the latest broadcasted news related to airstrikes near Gaza city.

Gaza City, State of Palestine © OpenStreetMap contributors

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35 killed in Gaza, 3 in Israel, as violence escalates

Theme: TAX_TERROR_GROUP_HAMAS

Source: reuters.com

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300 Palestinians, 21 Israeli police hurt in Jerusalem clash

Theme: SECURITY_SERVICES

Source: latimes.com

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U.S. ambassador to Russia to return to Washington for „consultations“

Theme: TAX_WORLDLANGUAGES_RUSSIA

Source: cbsnews.com

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Don’t play with fire on Taiwan, China warns U.S.

Theme: TAX_ETHNICITY_CHINESE

Source: reuters.com

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