The purpose of this data collection was to identify those attributes of offenders that are most often associated with receiving particular types of financial penalties along with probation, such as fines, restitution, and cost of probation. A further purpose was to estimate the relative effectiveness of these penalties in preventing recidivism. Variables include descriptions of the type of offense and penalties received, the location of the court where sentencing took place, and information about the individual's race, age, gender, level of education, employment, living arrangements, and financial status. Prior arrests and convictions are included, as are arrests, convictions, and penalties subsequent to the original case under study. Also provided are six sets of variables that describe all offenders within each conviction category. These six groups provide additional information about the offender's background and behavior. The conviction categories include assault, burglary, drug crimes, driving under the influence, theft, and indecent exposure.