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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.
Gabrielle Fontaine. (2026, February 13). Illegal Immigration Us Statistics. Gitnux. https://gitnux.org/illegal-immigration-us-statistics
Gabrielle Fontaine. "Illegal Immigration Us Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/illegal-immigration-us-statistics.
Gabrielle Fontaine. 2026. "Illegal Immigration Us Statistics." Gitnux. https://gitnux.org/illegal-immigration-us-statistics.
Sources & References
- Reference 1CBPcbp.gov
cbp.gov
- Reference 2HOMELANDhomeland.house.gov
homeland.house.gov
- Reference 3OHSSohss.dhs.gov
ohss.dhs.gov
- Reference 4PEWRESEARCHpewresearch.org
pewresearch.org
- Reference 5CIScis.org
cis.org
- Reference 6MIGRATIONPOLICYmigrationpolicy.org
migrationpolicy.org
- Reference 7FAIRUSfairus.org
fairus.org
- Reference 8CBOcbo.gov
cbo.gov
- Reference 9HERITAGEheritage.org
heritage.org
- Reference 10APPROPRIATIONSappropriations.house.gov
appropriations.house.gov
- Reference 11ICEice.gov
ice.gov
- Reference 12DHSdhs.gov
dhs.gov
- Reference 13GAOgao.gov
gao.gov
- Reference 14DPSdps.texas.gov
dps.texas.gov
- Reference 15JUSTICEjustice.gov
justice.gov
- Reference 16FBIfbi.gov
fbi.gov
- Reference 17FDLEfdle.state.fl.us
fdle.state.fl.us
- Reference 18AZLEGazleg.gov
azleg.gov







