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-= Blacks Counted as White in Crime Stats = |
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-[[image:20240605212514.jpg]] |
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-{{toc/}} |
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-= Texas Sex Offender Registry Race/Ethnicity Audit = |
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-== Overview == |
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- On **September 9, 2023**, Unbiased Crime Report (@UnbiasedCrime){{footnote}} https://x.com/UnbiasedCrime{{/footnote}} published an in-depth analysis of the Texas Department of Public Safety’s sex offender registry, focusing on race and ethnicity misclassifications. The thread examines a database of 101,976 registrants and highlights systemic data errors that misrepresent non-White offenders as White.{{footnote}} https://threadreaderapp.com/thread/1700341490206310416{{/footnote}} |
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-== Data Collection == |
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- ~1. Downloaded the full Texas Sex Offender Registry: **101,976** entries. |
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-2. Queried the database to flag potential mismatches between surnames, self-reported race/ethnicity, and demographic patterns. |
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-3. Used custom scripts to compute initial accuracy metrics. |
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-== Key Findings == |
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- ~1. **Raw Misclassification Counts** |
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-~* Hispanics flagged as “Non-Hispanic White”: **11,541** |
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-~* Blacks flagged as White: **92** |
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-~* Asians flagged as White: **34** |
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-~* Whites flagged as Black: **1** |
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-1. **Accuracy Metrics** |
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-1*. Initial accuracy: **89.48 %**. |
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-1*. After manual verification: **92.27 %**. |
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-1*. Remaining false positives to review: **2,590**. |
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-1. **Notable Examples** |
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-1*. Clusters of “Hernandez” surnames incorrectly marked as White. |
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-1*. **Dequan**, a documented Black offender, listed as “Non-Hispanic White.” |
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-1*. **Louby Innocent**, originally marked Black in Florida, appeared as White in Texas. |
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-== Methodology == |
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- ~1. Automated surname-based queries to generate candidate mismatches. |
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-2. Manual review of flagged entries by cross-referencing public DPS records. |
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-3. Iterative re-runs to refine the matching algorithm and reduce false positives. |
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-== Impact and Next Steps == |
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- ~1. Archived original registry entries to preserve evidence before corrections. |
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-2. Planned release of a comprehensive spreadsheet with all verified entries and source links. |
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-3. Recommendation: Texas DPS should implement routine data audits to ensure accurate race/ethnicity reporting. |
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-== References == |
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-{{box title="**Contents**"}} |
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-{{toc/}} |
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-{{/box}} |
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-[[Sex offender statistics comparison before and after nonwhites were correctly switched to their respective races.>>image:comparison.png||alt="image1.jpg"]] |
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-//Figure 1: [[Comparison>>attach:1000000503.jpg]]// |
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-[[image:blacks counted as white[Injustice_ ethnicity_ image_ images_ non-hispanic_ race_ texas_ white].jpg||alt="image2.jpg"]] |
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-//Figure 2: [[Archived Examples>>attach:blacks counted as white[Injustice_ ethnicity_ image_ images_ non-hispanic_ race_ texas_ white].jpg]]// |
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-{{putFootnotes/}} |