Domestic Violence Statistics
Domestic Violence Statistics Interpretation
Hate Crime Statistics
Hate Crime Statistics Interpretation
Homicide Statistics
Homicide Statistics Interpretation
Physical Assault Statistics
Physical Assault Statistics Interpretation
Sexual Assault Statistics
Sexual Assault Statistics Interpretation
How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Marcus Afolabi. (2026, February 13). Transgender Violence Statistics. Gitnux. https://gitnux.org/transgender-violence-statistics
Marcus Afolabi. "Transgender Violence Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/transgender-violence-statistics.
Marcus Afolabi. 2026. "Transgender Violence Statistics." Gitnux. https://gitnux.org/transgender-violence-statistics.
Sources & References
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hrc.org
- Reference 2WILLIAMSINSTITUTEwilliamsinstitute.law.ucla.edu
williamsinstitute.law.ucla.edu
- Reference 3TRANSEQUALITYtransequality.org
transequality.org
- Reference 4EVERYTOWNeverytown.org
everytown.org
- Reference 5NCADVncadv.org
ncadv.org
- Reference 6SPOTLIGHTPAspotlightpa.org
spotlightpa.org
- Reference 7TRANSRESPECTtransrespect.org
transrespect.org
- Reference 8THETRACEthetrace.org
thetrace.org
- Reference 9GOVgov.uk
gov.uk
- Reference 10VAva.gov
va.gov
- Reference 11URBANJUSTICEurbanjustice.org
urbanjustice.org
- Reference 12GLSENglsen.org
glsen.org
- Reference 13LGBTMAPlgbtmap.org
lgbtmap.org
- Reference 14NATIONALHOMELESSnationalhomeless.org
nationalhomeless.org
- Reference 15RURALHEALTHruralhealth.usask.ca
ruralhealth.usask.ca
- Reference 16HARMREDUCTIONharmreduction.org
harmreduction.org
- Reference 17SAGEUSAsageusa.org
sageusa.org
- Reference 18IMMIGRANTJUSTICEimmigrantjustice.org
immigrantjustice.org
- Reference 19NLIHCnlihc.org
nlihc.org
- Reference 20PALMCENTERpalmcenter.org
palmcenter.org
- Reference 21LAMBDALEGALlambdalegal.org
lambdalegal.org
- Reference 22NCAAncaa.org
ncaa.org
- Reference 23TRANSALTtransalt.org
transalt.org
- Reference 24CDEcde.ucr.cjis.gov
cde.ucr.cjis.gov
- Reference 25JUSTICEjustice.gov
justice.gov
- Reference 26ADLadl.org
adl.org







