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@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.mp4 filter=lfs diff=lfs merge=lfs -text
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+train.jsonl filter=lfs diff=lfs merge=lfs -text

README.md

@@ -20,28 +20,41 @@ size_categories:
 - 1K<n<10K
 ---
 
-# Texas School Districts Comprehensive Educational Dataset
+# Texas School Districts Comprehensive Educational Dataset - Expanded
 
 ## Dataset Summary
 
-This is the most comprehensive Texas K-12 educational dataset ever created, combining verified staff directory information with detailed administrative, academic, and operational data from major Texas school districts. The dataset provides both Q&A format for educational AI training and covers multiple aspects of school district operations.
+This is the most comprehensive Texas K-12 educational dataset, combining verified staff directory information with detailed administrative, academic, and operational data from **7 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**: 500
+- **Total Samples**: 15987
 - **Data Sources**: Staff directories + administrative records + academic performance data
-- **Districts Covered**: Houston ISD, Dallas ISD, Cypress-Fairbanks ISD, Clear Creek ISD, plus statewide data
+- **Districts Covered**: 7 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 Districts (Established)
+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
+
+### New Districts Added (Latest Update)
+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
+
 ## 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)
-- Organizational structures across major districts
+- Contact information (verified email addresses where available)
+- Organizational structures across 7 major districts
 
 ### 2. Teacher Information
 - Individual teacher records with departments and experience
@@ -118,28 +131,21 @@ Each sample contains:
 }
 ```
 
-## Districts and Coverage
-
-### Major Districts Included
-- **Houston ISD**: 175,000+ students (largest in Texas)
-- **Dallas ISD**: 140,000+ students (second largest)
-- **Cypress-Fairbanks ISD**: 118,000+ students (third largest)
-- **Clear Creek ISD**: 40,000 students (comprehensive original data)
+## Coverage Statistics
 
-### Statewide Coverage
-- Teacher records from multiple districts
-- Performance data across regions
-- Administrative structures comparison
-- Course offerings and programs
+- **Total Students Represented**: 700,000+ across 7 districts
+- **Geographic Coverage**: Major metropolitan areas (Houston, Dallas, Fort Worth, Austin suburbs)
+- **Staff Records**: 150+ verified district and school leadership positions
+- **Administrative Levels**: District, school, and department leadership
+- **Academic Data**: Performance, enrollment, and program information
 
-## Unique Features
+## Recent Updates
 
-- **Comprehensive Scope**: Only dataset covering both staff directories AND operational data
-- **Multi-District Comparison**: Compare structures across Texas's largest districts
-- **Real Contact Information**: Verified email addresses and phone numbers
-- **Current Data**: Recently collected 2024-2025 academic year information
-- **Q&A Format**: Ready for educational AI training and chatbot development
-- **Scalable Framework**: Methodology proven for expansion to more districts
+**Latest Expansion (Current)**:
+- Added 3 new major districts (Fort Worth ISD, Katy ISD, Fort Bend ISD)
+- Increased dataset from 500 to 15987 samples
+- Enhanced coverage of suburban and diverse districts
+- Improved geographic representation across Texas
 
 ## License
 
@@ -148,19 +154,25 @@ This dataset is released under CC-BY-4.0 license, allowing for broad research an
 ## Citation
 
 ```bibtex
-@dataset{texas_comprehensive_educational_2025,
-  title={Texas School Districts Comprehensive Educational Dataset},
+@dataset{texas_comprehensive_educational_2025_expanded,
+  title={Texas School Districts Comprehensive Educational Dataset - Expanded},
   author={Educational AI Research},
   year={2025},
-  url={https://huggingface.co/datasets/robworks-software/texas-school-districts-staff-directory},
-  note={Comprehensive Texas K-12 dataset covering staff, administration, and academic data}
+  url={https://huggingface.co/datasets/robworks-software/texas-school-districts-administration-data},
+  note={Comprehensive Texas K-12 dataset covering 7 major districts with staff, administration, and academic data}
 }
 ```
 
 ## Acknowledgments
 
 This comprehensive dataset integrates verified public information from:
-- Major Texas school district websites and staff directories
+- **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**
 - Texas Education Agency (TEA) public records
 - Individual school administration pages
 - Official district organizational charts