📊 KPI Master Dataset
Master Dataset: This directory contains the consolidated KPI dataset with all education metrics in standardized long format. Each row represents one metric for one student group at one school/district for one year.
📋 Dataset Schema
The KPI master file contains exactly 10 columns:
district - Kentucky district name school_id - Unique school identifier (NCES/state ID) school_name - Human-readable school name year - 4-digit academic year student_group - Standardized demographic group metric - Metric name following {indicator}_{type}_{period} convention value - Numeric value (NaN when suppressed) suppressed - "Y" or "N" suppression flag source_file - Original filename for audit trail last_updated - ISO timestamp
🎯 Included Metrics
- Chronic Absenteeism Rates - Percentage of students missing 10% or more of school days
- English Learner Progress Rates - Progress toward English language proficiency
- Graduation Rates Rates - 4-year high school graduation rates
- Kindergarten Readiness Rates - School readiness screening composite scores
- Out of School Suspension Rates - Student discipline and suspension rates
- Postsecondary Enrollment Rates - College enrollment after high school graduation
- Postsecondary Readiness Rates - College and career readiness indicators
- CTE Participation Rates - Career and technical education program participation rates
- Safe Schools Climate Rates - School climate survey and safety metrics
- Safe Schools Discipline Rates - Discipline resolutions and legal sanctions
- Safe Schools Events Rates - Safety incident and event tracking
Note: The KPI master file contains exactly 10 columns: district, school_id, school_name, year, student_group, metric, value, suppressed, source_file, last_updated
Note: All suppressed records are included with NaN values to maintain transparency. Data covers multiple years with standardized demographic mappings.