Security Force Monitor

fmtrpt_data

A dataset on unclassified training activities for non-US security forces arranged and funded by the United States Department of State and Department of Defence between 2001 and 2021. Sources, scraping, cleaning and publishing toolset included. Search and explore the data at: https://trainingdata.securityforcemonitor.org

sfm-cms

Platform for sharing complex information about security forces. Powers WhoWasInCommand.com

sfm-proxy

Security Force Monitor CSV proxy

nlp_starter_dataset

Development of a starter dataset for Security Force Monitor NLP projects

research-handbook

Security Force Monitor's Research Handbook - full documentation of SFM data model, methodology and brief overview of what to find in WhoWasInCommand

sfm-research-handbook-old

[Depricated] First version of SFM Research Handbook (https://help.securityforcemonitor.org/) for Security Force Monitor containing guidance on SFM research methodology, data model and toolsets

sfm-graph-extractor

Experimental NLP system to extract knowldge graph of security force units, personnel, and their ranks from text sources.

code-challenge-graphs

Code challenge for applications for Senior Developer at Security Force Monitor

complex_fields

NeuroNER

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

sfm-ui

User interface showing maps, organizational charts and command histories of security force units and commanders around the world

snr-developer-code-challenge-2022