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This study examines sentencing patterns in Texas, focusing on the typical prison sentences assigned for specific offenses and the factors that contribute to deviations from these norms. Utilizing data from the Texas Department of Criminal Justice (TDCJ), I have analyzed sentence lengths across various offense categories, including violent crimes, property crimes, and drug-related offenses, to establish baseline sentencing patterns. A rigorous statistical approach is employed to assess the extent to which demographic characteristics, prior criminal history, legal representation, judicial discretion, plea bargaining, and geographic disparities influence sentencing outcomes. Through multivariate regression modeling and comparative analysis, this study identifies key predictors of sentencing departures, uncovering systemic disparities and potential biases within the criminal justice process. The findings provide empirical insights into sentencing practices in Texas and contribute to policy discussions on judicial consistency, equity, and criminal justice reform by offering data-driven recommendations to enhance fairness and transparency in sentencing.