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ICE Agents Use Less Lethal Force on Nicollet Ave, Minneapolis” by Chad Davis, CC BY 4.0

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Findings

1. Overview

3. Cities and states

4. Weapons

5. Agencies and agents involved

6. People and injuries

7. Misuse of force

Research question

How are crowd-control weapons being misused at immigration enforcement protests in the United States, and what patterns are reflected in the data with regards to responsible agency, location, weapons used, and types of harm?

Study period

June 1, 2025 – May 31, 2026

Geography

The United States

Design

Retrospective, observational analysis with descriptive and comparative components.

Sampling and misuse criteria

  • Police use of force against civilians at immigration protests that fall into one of the following categories:
    • Procedurally improper use of force violating norms and regulations of use (e.g., impact projectiles shot at the head)
    • Use against vulnerable individuals
    • Use against professional groups protected by law
  • Excluded incidents
    • Unnecessary or disproportionate uses of force, which do not violate other use-of-force rules
    • Use of force within norms and regulations but that still results in injury
    • Police uses of force outside the context of an assembly

Data sources

  • Social media (X, YouTube, Instagram, Facebook, Bluesky and Telegram), including posts and livestreams
  • Law enforcement dashboard and body-worn camera footage
  • National and regional news outlets
  • Press photography
  • Court filings and amicus briefs
  • Statements by accredited journalist

Verification

  • Multi-source confirmation
  • Geolocation, using satellite and street-view imagery
  • Chronolocation, using metadata, shadow analysis, weather records, and other temporal checks to verify time and date
  • Cross-checking with published law enforcement agency purchasing records
  • Comparison with weapons manufacturer images and protocols
  • Two coder review with supervisor sign-off per incident

Analysis

  • Descriptions of overall data
  • Comparison between locations, weapons, and agencies
  • Misuse and injury categorization

Ethics

  • Anonymized public dataset
  • No individual victims named

Limitations

  • Dataset reflects only misuse incidents that were documented and publicly shared, not the full number of use-of-force incidents nationwide
  • No reliable denominator for the total number of use-of-force events
  • Over-representation of journalists due to the nature of their work

Strengths

  • Diverse data collection strategies generated robust data from hot-zone cities across the country, capturing information on the agencies responsible, weapons used, and injuries sustained
  • Two independent verifications of each incident
  • Large dataset allowed for demographic and some comparative analysis, revealing national trends in the use of force and types of weapons
Detailed methods