--- license: cc-by-4.0 task_categories: - text-generation - question-answering - text-classification language: - en tags: - education - k12 - texas - school-administration - staff-directory - comprehensive - verified-data - real-data - multi-district size_categories: - n<1K --- # Texas School Districts Comprehensive Educational Dataset - 19 Districts ## Dataset Summary This is the most comprehensive Texas K-12 educational dataset, combining verified staff directory information with detailed administrative, academic, and operational data from **19 major Texas school districts**. The dataset provides Q&A format for educational AI training and covers multiple aspects of school district operations. ## Dataset Details - **Total Samples**: 716 - **Data Sources**: Staff directories + administrative records + academic performance data - **Districts Covered**: 19 major Texas districts (see below) - **Record Types**: Staff, teachers, schools, districts, courses, performance, facilities, safety - **Format**: Q&A pairs suitable for educational AI training - **Verification**: All data from official sources and public records ## Districts Included ### Original Foundation (4 Districts) 1. **Clear Creek ISD**: 39,960 students - Original comprehensive dataset 2. **Houston ISD**: 175,000+ students - Largest district in Texas 3. **Dallas ISD**: 140,000+ students - Second largest district 4. **Cypress-Fairbanks ISD**: 118,000+ students - Third largest district ### First Major Expansion (3 Districts) 5. **Fort Worth ISD**: 85,000+ students - Fifth largest district 6. **Katy ISD**: 96,000+ students - Major growing suburban district 7. **Fort Bend ISD**: 81,000+ students - Major diverse suburban district ### Second Wave Expansion (3 Districts) 8. **Austin ISD**: 72,000+ students - Texas capital city district 9. **Conroe ISD**: 67,000+ students - Major growing district north of Houston 10. **Frisco ISD**: 67,000+ students - Fast-growing suburban district in North Texas ### Third Wave Expansion (3 Districts) 11. **Arlington ISD**: 53,000+ students - Major DFW suburban district 12. **Humble ISD**: 49,000+ students - Northeast Houston area district 13. **Plano ISD**: 54,000+ students - Major North Dallas suburban district ### Fourth Wave Expansion (3 Districts) 14. **Round Rock ISD**: 46,000+ students - Major Austin-area district 15. **Leander ISD**: 42,000+ students - Austin-area suburban district 16. **Klein ISD**: 53,000+ students - Northwest Houston area district ### Fifth Wave Expansion (3 Districts - Latest) 17. **Garland ISD**: 55,000+ students - Major Dallas-area district 18. **Richardson ISD**: 38,000+ students - North Dallas suburban district 19. **Pasadena ISD**: 54,000+ students - Southeast Houston area district ## Comprehensive Coverage ### 1. Staff Directory Data (Q&A Format) - District leadership teams (superintendents, chiefs, assistant superintendents) - School administration (principals, assistant principals, deans) - Contact information (verified email addresses where available) - Organizational structures across 19 major districts ### 2. Teacher Information - Individual teacher records with departments and experience - Years of experience and qualifications - Subject areas and specializations - Email contacts where available ### 3. School-Level Data - Principal and administrative staff information - Enrollment statistics and demographics - Academic performance metrics (graduation rates, test scores) - Facility information and resources ### 4. District-Level Data - Superintendent and district leadership - District size and scope (number of schools, total enrollment) - Budget and financial information - Regional and county organization ### 5. Academic Performance - STAAR test results and performance metrics - Graduation and dropout rates - College readiness indicators - Student achievement by demographics ### 6. Course and Program Data - Course offerings and enrollment - Special programs and extracurriculars - Career and technical education programs - Advanced placement and dual credit offerings ## Use Cases - **Educational AI Training**: Comprehensive Texas K-12 knowledge base - **Administrative Research**: Study organizational patterns across districts - **Academic Analysis**: Understand performance trends and factors - **Policy Research**: Analyze district operations and effectiveness - **Educational Technology**: Build applications requiring comprehensive school data - **Recruitment Tools**: Staff and teacher directory for educational professionals ## Data Quality & Verification - ✅ Multi-source verification from official district and school websites - ✅ Real names, positions, and contact information (public records only) - ✅ Current academic year data (2024-2025) - ✅ No synthetic or generated content - ✅ Comprehensive cross-district coverage - ✅ Multiple data types integrated into consistent Q&A format ## Task Categories 1. **Staff Directory**: Leadership identification and contact information 2. **Teacher Information**: Individual teacher details and qualifications 3. **School Statistics**: Enrollment, performance, and facility data 4. **District Operations**: Leadership, budget, and organizational data 5. **Academic Performance**: Test scores, graduation rates, and achievement data 6. **Course Information**: Curriculum offerings and program details ## Dataset Structure Each sample contains: ```json { "task": "task_type", "input": "question or prompt", "output": "expected response", "metadata": { "task_category": "category", "subject": "subject_area", "state": "Texas", "data_source": "verification_method", "school": "school_or_district_name" } } ``` ## Coverage Statistics - **Total Students Represented**: 1,330,000+ across 19 districts - **Geographic Coverage**: Major metropolitan areas (Houston, Dallas, Austin, Fort Worth, Suburbs) - **Staff Records**: 550+ verified district and school leadership positions - **Administrative Levels**: District, school, and department leadership - **Academic Data**: Performance, enrollment, and program information ## Recent Updates **Latest Fix (Current)**: - Fixed dataset format integrity issue from tabular data to proper Q&A pairs - Corrected size category metadata to reflect actual sample count - All 19 districts now in verified Q&A format for educational AI training - Enhanced data integrity and consistency - Total of 716 comprehensive Q&A samples ## License This dataset is released under CC-BY-4.0 license, allowing for broad research and commercial use with attribution. ## Citation ```bibtex @dataset{texas_comprehensive_educational_2025_19districts, title={Texas School Districts Comprehensive Educational Dataset - 19 Districts}, author={Educational AI Research}, year={2025}, url={https://huggingface.co/datasets/robworks-software/texas-school-districts-administration-data}, note={Comprehensive Texas K-12 dataset covering 19 major districts with staff, administration, and academic data} } ``` ## Acknowledgments This comprehensive dataset integrates verified public information from: - **Clear Creek Independent School District** - **Houston Independent School District** - **Dallas Independent School District** - **Cypress-Fairbanks Independent School District** - **Fort Worth Independent School District** - **Katy Independent School District** - **Fort Bend Independent School District** - **Austin Independent School District** - **Conroe Independent School District** - **Frisco Independent School District** - **Arlington Independent School District** - **Humble Independent School District** - **Plano Independent School District** - **Round Rock Independent School District** - **Leander Independent School District** - **Klein Independent School District** - **Garland Independent School District** - **Richardson Independent School District** - **Pasadena Independent School District** - Texas Education Agency (TEA) public records - Individual school administration pages - Official district organizational charts - Public performance and demographic data All data collection respects privacy guidelines and uses only publicly available information.