OEWS Occupation Autocoder
The input is state-submitted response files that include occupation title and sometimes job description of the surveyed units. The autocoder reads the job title and assigns up to…
Scanner Data Product Classification
BLS receives bulk data from some corporations related to the cost of goods they sell and services they provide. Consumer Price Index (CPI) staff have hand-coded a segment of the i…
Expenditure Classification Autocoder
Assigns expense classification categories to reported expenses from Consumer Expenditure Diary Survey respondents.
Computer-Assisted Coding: SOII Autocoder
The Survey of Occupational Injuries and Illnesses (SOII) collects hundreds of thousands of narratives describing cases of work-related injury and illness annually. Using narrative…
CFOI Record Matching
The Census of Fatal Occupational Injuries (CFOI) collects and publishes a complete count of work-related fatal injuries and descriptive data on their circumstances. The CFOI Recor…
CPS OTC Prediction
The BLS productivity office publishes measures of hours worked by major sector and industry. As part of the calculation for this measure, BLS uses Current Employment Statistics (C…
Sample Refinement: Frame API
BLS establishment-based surveys, such as the Survey of Occupational Injuries and Illnesses (SOII), the National Compensation Survey (NCS), and the Occupational Requirements Survey…
CE Interview Item Code Estimation
Recommends expense classification categories for Consumer Expenditure Interview Survey expense responses.
CE Interview Imputations
Imputes missing expenditure values in the Consumer Expenditure Interview Survey when respondents answer “don’t know” or refuse to provide an expense amount.
QCEW NAICS Autocoder
The primary data source for the Quarterly Census of Employment and Wages (QCEW) is administrative data from state unemployment insurance programs. Some of these records are submit…
Comment Actionability Likelihood Score
Many comments submitted through the BLS.gov customer satisfaction survey are not actionable (i.e., do not provide an issue or explanation of what could improve the user experience…
Computer-Assisted Review: ORS Autocoder
The Occupational Requirements Survey (ORS) collects and publishes information about specific work-related requirements. Every year, thousands of collected data must be reviewed ma…
PPI Price Tolerance Prediction
Recommends price tolerance boundaries for industries based on historical and seasonal trends.