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README.md

@@ -25,579 +25,11 @@ configs:
 - config_name: default
   data_files:
   - split: train
-    path: data/train-*
+    path: data/train-00000-of-00001.parquet
   - split: validation
-    path: data/validation-*
+    path: data/validation-00000-of-00001.parquet
   - split: test
-    path: data/test-*
-dataset_info:
-  features:
-  - name: school_id
-    dtype: string
-  - name: teacher_id
-    dtype: string
-  - name: full_name
-    dtype: string
-  - name: department
-    dtype: string
-  - name: subjects_taught
-    dtype: string
-  - name: grade_levels
-    dtype: string
-  - name: email
-    dtype: string
-  - name: phone
-    dtype: string
-  - name: years_experience
-    dtype: string
-  - name: degrees
-    dtype: string
-  - name: certifications
-    dtype: string
-  - name: _source
-    dtype: string
-  - name: _category
-    dtype: string
-  - name: _record_type
-    dtype: string
-  - name: course_code
-    dtype: string
-  - name: course_name
-    dtype: string
-  - name: subject_area
-    dtype: string
-  - name: course_type
-    dtype: string
-  - name: credit_hours
-    dtype: string
-  - name: prerequisites
-    dtype: string
-  - name: enrollment_count
-    dtype: string
-  - name: course_description
-    dtype: string
-  - name: textbook
-    dtype: string
-  - name: pathway
-    dtype: string
-  - name: dual_credit_partner
-    dtype: string
-  - name: NAME
-    dtype: string
-  - name: B14001_001E
-    dtype: string
-  - name: B14001_002E
-    dtype: string
-  - name: B14001_003E
-    dtype: string
-  - name: B14001_004E
-    dtype: string
-  - name: B14001_005E
-    dtype: string
-  - name: B14001_006E
-    dtype: string
-  - name: B14001_007E
-    dtype: string
-  - name: B14001_008E
-    dtype: string
-  - name: B14001_009E
-    dtype: string
-  - name: state
-    dtype: string
-  - name: school district (unified)
-    dtype: string
-  - name: state_code
-    dtype: string
-  - name: test_name
-    dtype: string
-  - name: subject
-    dtype: string
-  - name: grade_level
-    dtype: string
-  - name: year
-    dtype: string
-  - name: total_tested
-    dtype: string
-  - name: meets_standard_pct
-    dtype: string
-  - name: masters_standard_pct
-    dtype: string
-  - name: performance_by_ethnicity_Hispanic
-    dtype: string
-  - name: performance_by_ethnicity_White
-    dtype: string
-  - name: performance_by_ethnicity_African American
-    dtype: string
-  - name: performance_by_ethnicity_Asian
-    dtype: string
-  - name: performance_by_ethnicity_American Indian
-    dtype: string
-  - name: performance_by_ethnicity_Pacific Islander
-    dtype: string
-  - name: performance_by_ethnicity_Two or More Races
-    dtype: string
-  - name: performance_by_economic_status_Economically Disadvantaged
-    dtype: string
-  - name: performance_by_economic_status_Not Economically Disadvantaged
-    dtype: string
-  - name: performance_by_special_populations_English Learners
-    dtype: string
-  - name: performance_by_special_populations_Students with Disabilities
-    dtype: string
-  - name: performance_by_special_populations_At-Risk
-    dtype: string
-  - name: lea_id
-    dtype: string
-  - name: school_name
-    dtype: string
-  - name: district_name
-    dtype: string
-  - name: county
-    dtype: string
-  - name: school_type
-    dtype: string
-  - name: enrollment
-    dtype: string
-  - name: graduation_rate
-    dtype: string
-  - name: essa_index
-    dtype: string
-  - name: essa_rating
-    dtype: string
-  - name: ela_proficiency
-    dtype: string
-  - name: math_proficiency
-    dtype: string
-  - name: science_proficiency
-    dtype: string
-  - name: code
-    dtype: string
-  - name: grade_band
-    dtype: string
-  - name: concept
-    dtype: string
-  - name: subconcept
-    dtype: string
-  - name: standard_text
-    dtype: string
-  - name: practices
-    dtype: string
-  - name: grade_range
-    dtype: string
-  - name: institution_id
-    dtype: string
-  - name: dashboard_rating
-    dtype: string
-  - name: beds_code
-    dtype: string
-  - name: need_resource_category
-    dtype: string
-  - name: accountability_status
-    dtype: string
-  - name: school_code
-    dtype: string
-  - name: north_star_designation
-    dtype: string
-  - name: achievement_gap_reduction
-    dtype: string
-  - name: id
-    dtype: string
-  - name: title
-    dtype: string
-  - name: slug
-    dtype: string
-  - name: subjects
-    dtype: string
-  - name: description
-    dtype: string
-  - name: cover_url
-    dtype: string
-  - name: web_url
-    dtype: string
-  - name: pdf_url
-    dtype: string
-  - name: license
-    dtype: string
-  - name: authors
-    dtype: string
-  - name: publish_date
-    dtype: string
-  - name: chapters
-    dtype: string
-  - name: k12_applicable
-    dtype: string
-  - name: district_id
-    dtype: string
-  - name: address
-    dtype: string
-  - name: city
-    dtype: string
-  - name: zip_code
-    dtype: string
-  - name: principal
-    dtype: string
-  - name: magnet_program
-    dtype: string
-  - name: charter_school
-    dtype: string
-  - name: accountability_rating
-    dtype: string
-  - name: staar_scores_Reading
-    dtype: string
-  - name: staar_scores_Mathematics
-    dtype: string
-  - name: staar_scores_Science
-    dtype: string
-  - name: staar_scores_Social Studies
-    dtype: string
-  - name: staar_scores_Writing
-    dtype: string
-  - name: dropout_rate
-    dtype: string
-  - name: attendance_rate
-    dtype: string
-  - name: chronic_absenteeism_rate
-    dtype: string
-  - name: total_enrollment
-    dtype: string
-  - name: student_demographics_Hispanic
-    dtype: string
-  - name: student_demographics_White
-    dtype: string
-  - name: student_demographics_African American
-    dtype: string
-  - name: student_demographics_Asian
-    dtype: string
-  - name: student_demographics_Other
-    dtype: string
-  - name: economically_disadvantaged_pct
-    dtype: string
-  - name: english_learners_pct
-    dtype: string
-  - name: special_education_pct
-    dtype: string
-  - name: total_teachers
-    dtype: string
-  - name: student_teacher_ratio
-    dtype: string
-  - name: teacher_avg_salary
-    dtype: string
-  - name: teacher_turnover_rate
-    dtype: string
-  - name: star_rating
-    dtype: string
-  - name: overall_score
-    dtype: string
-  - name: sau_name
-    dtype: string
-  - name: performance_index
-    dtype: string
-  - name: state_id
-    dtype: string
-  - name: aquestt_classification
-    dtype: string
-  - name: insights_rating
-    dtype: string
-  - name: school_number
-    dtype: string
-  - name: district_number
-    dtype: string
-  - name: school_grade
-    dtype: string
-  - name: learning_gains_ela
-    dtype: string
-  - name: learning_gains_math
-    dtype: string
-  - name: borough
-    dtype: string
-  - name: ccrpi_score
-    dtype: string
-  - name: accountability_grade
-    dtype: string
-  - name: fetch_time
-    dtype: string
-  - name: demographics
-    dtype: string
-  - name: state_name
-    dtype: string
-  - name: total_districts
-    dtype: string
-  - name: total_students
-    dtype: string
-  - name: avg_per_pupil_expenditure
-    dtype: string
-  - name: median_per_pupil_expenditure
-    dtype: string
-  - name: state_funding_pct
-    dtype: string
-  - name: local_funding_pct
-    dtype: string
-  - name: federal_funding_pct
-    dtype: string
-  - name: funding_equity_index
-    dtype: string
-  - name: region
-    dtype: string
-  - name: cities_served
-    dtype: string
-  - name: superintendent
-    dtype: string
-  - name: website
-    dtype: string
-  - name: total_schools
-    dtype: string
-  - name: budget_total
-    dtype: string
-  - name: per_pupil_spending
-    dtype: string
-  - name: first_rating
-    dtype: string
-  - name: site_code
-    dtype: string
-  - name: parish
-    dtype: string
-  - name: school_performance_score
-    dtype: string
-  - name: letter_grade
-    dtype: string
-  - name: leap_ela_proficiency
-    dtype: string
-  - name: leap_math_proficiency
-    dtype: string
-  - name: municipality
-    dtype: string
-  - name: grade
-    dtype: string
-  - name: domain
-    dtype: string
-  - name: cluster
-    dtype: string
-  - name: sub_standards
-    dtype: string
-  - name: related_standards
-    dtype: string
-  - name: skills
-    dtype: string
-  - name: keywords
-    dtype: string
-  - name: total_revenue
-    dtype: string
-  - name: total_expenditure
-    dtype: string
-  - name: per_pupil_expenditure
-    dtype: string
-  - name: local_revenue_pct
-    dtype: string
-  - name: state_revenue_pct
-    dtype: string
-  - name: federal_revenue_pct
-    dtype: string
-  - name: instruction_expenditure_pct
-    dtype: string
-  - name: avg_teacher_salary
-    dtype: string
-  - name: country_code
-    dtype: string
-  - name: country_name
-    dtype: string
-  - name: primary_gross_enrollment_ratio
-    dtype: string
-  - name: secondary_gross_enrollment_ratio
-    dtype: string
-  - name: tertiary_gross_enrollment_ratio
-    dtype: string
-  - name: primary_completion_rate
-    dtype: string
-  - name: lower_secondary_completion_rate
-    dtype: string
-  - name: upper_secondary_completion_rate
-    dtype: string
-  - name: pupil_teacher_ratio_primary
-    dtype: string
-  - name: pupil_teacher_ratio_secondary
-    dtype: string
-  - name: education_expenditure_pct_gdp
-    dtype: string
-  - name: adult_literacy_rate
-    dtype: string
-  - name: youth_literacy_rate
-    dtype: string
-  - name: kesa_rating
-    dtype: string
-  - name: postsecondary_success
-    dtype: string
-  - name: entity_id
-    dtype: string
-  - name: ctds
-    dtype: string
-  - name: ela_growth_points
-    dtype: string
-  - name: math_growth_points
-    dtype: string
-  - name: college_career_ready
-    dtype: string
-  - name: success_framework_rating
-    dtype: string
-  - name: report_card_grade
-    dtype: string
-  - name: acap_ela_proficiency
-    dtype: string
-  - name: acap_math_proficiency
-    dtype: string
-  - name: ostp_ela_proficiency
-    dtype: string
-  - name: ostp_math_proficiency
-    dtype: string
-  - name: full_text
-    dtype: string
-  - name: discipline
-    dtype: string
-  - name: topic
-    dtype: string
-  - name: core_ideas
-    dtype: string
-  - name: crosscutting
-    dtype: string
-  - name: clarification
-    dtype: string
-  - name: assessment_boundary
-    dtype: string
-  - name: dashboard_grade
-    dtype: string
-  - name: lea_name
-    dtype: string
-  - name: ward
-    dtype: string
-  - name: building_code
-    dtype: string
-  - name: school_index
-    dtype: string
-  - name: division_name
-    dtype: string
-  - name: accreditation_status
-    dtype: string
-  - name: scorecard_rating
-    dtype: string
-  - name: state_school_id
-    dtype: string
-  - name: designation
-    dtype: string
-  - name: kprep_reading_proficiency
-    dtype: string
-  - name: kprep_math_proficiency
-    dtype: string
-  - name: org_code
-    dtype: string
-  - name: accountability_percentile
-    dtype: string
-  - name: nspf_index
-    dtype: string
-  - name: county_district_school
-    dtype: string
-  - name: performance_report_tier
-    dtype: string
-  - name: report_card_status
-    dtype: string
-  - name: complex_area
-    dtype: string
-  - name: island
-    dtype: string
-  - name: strive_hi_index
-    dtype: string
-  - name: apr_score
-    dtype: string
-  - name: apr_status
-    dtype: string
-  - name: facility_code
-    dtype: string
-  - name: town
-    dtype: string
-  - name: accountability_index
-    dtype: string
-  - name: effectiveness_rating
-    dtype: string
-  - name: irn
-    dtype: string
-  - name: overall_rating
-    dtype: string
-  - name: categories
-    dtype: string
-  - name: summary_total_institutions
-    dtype: string
-  - name: summary_public_4year
-    dtype: string
-  - name: summary_private_4year
-    dtype: string
-  - name: summary_community_colleges
-    dtype: string
-  - name: summary_for_profit
-    dtype: string
-  - name: summary_source
-    dtype: string
-  - name: summary_data_year
-    dtype: string
-  - name: source
-    dtype: string
-  - name: note
-    dtype: string
-  - name: report_card_rating
-    dtype: string
-  - name: building_id
-    dtype: string
-  - name: wsif_tier
-    dtype: string
-  - name: tvaas_composite
-    dtype: string
-  - name: tvaas_literacy
-    dtype: string
-  - name: tvaas_numeracy
-    dtype: string
-  - name: ready_graduate_rate
-    dtype: string
-  - name: chronic_absenteeism
-    dtype: string
-  - name: aun
-    dtype: string
-  - name: spp_score
-    dtype: string
-  - name: pvaas_growth_index
-    dtype: string
-  - name: keystone_literature
-    dtype: string
-  - name: keystone_algebra
-    dtype: string
-  - name: keystone_biology
-    dtype: string
-  - name: performance_rating
-    dtype: string
-  - name: median_growth_percentile
-    dtype: string
-  - name: rcdts_code
-    dtype: string
-  - name: summative_designation
-    dtype: string
-  - name: rural_urban
-    dtype: string
-  - name: data_categories
-    dtype: string
-  - name: total_records
-    dtype: string
-  - name: performance_grade
-    dtype: string
-  - name: growth_status
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 11430101
-    num_examples: 5497
-  - name: validation
-    num_bytes: 2206343
-    num_examples: 1178
-  - name: test
-    num_bytes: 2266432
-    num_examples: 1180
-  download_size: 865599
-  dataset_size: 15902876
+    path: data/test-00000-of-00001.parquet
 ---
 
 # 🏫 K-12 Comprehensive Educational Dataset
@@ -625,12 +57,12 @@ federal = train_data.filter(lambda x: x['_category'] == 'federal')
 
 ## Dataset Statistics
 
-- **Total Records**: 7,660
-- **Train Split**: 5,361 records (70%)
-- **Validation Split**: 1,148 records (15%)
-- **Test Split**: 1,151 records (15%)
-- **Data Sources**: 26 validated sources
-- **Generated**: 2026-01-30 20:26:40
+- **Total Records**: 7,855
+- **Train Split**: 5,497 records (70%)
+- **Validation Split**: 1,178 records (15%)
+- **Test Split**: 1,180 records (15%)
+- **Data Sources**: 65 validated sources
+- **Generated**: 2026-02-01 18:01:59
 
 ## Data Sources
 
@@ -659,6 +91,45 @@ federal = train_data.filter(lambda x: x['_category'] == 'federal')
 | state_oh | state_portal | 5 | Ohio ODE data |
 | state_wa | state_portal | 5 | Washington OSPI data |
 | state_ma | state_portal | 5 | Massachusetts DESE data |
+| state_fl | state_portal | 5 | Florida FLDOE data |
+| state_pa | state_portal | 5 | Pennsylvania PDE data |
+| state_az | state_portal | 5 | Arizona ADE data |
+| state_tn | state_portal | 5 | Tennessee TDOE data |
+| state_in | state_portal | 5 | Indiana IDOE data |
+| state_mo | state_portal | 5 | Missouri DESE data |
+| state_wi | state_portal | 5 | Wisconsin DPI data |
+| state_md | state_portal | 5 | Maryland MSDE data |
+| state_co | state_portal | 5 | Colorado CDE data |
+| state_mn | state_portal | 5 | Minnesota MDE data |
+| state_sc | state_portal | 5 | South Carolina SCDE data |
+| state_al | state_portal | 5 | Alabama ALSDE data |
+| state_la | state_portal | 5 | Louisiana LDOE data |
+| state_ky | state_portal | 5 | Kentucky KDE data |
+| state_ok | state_portal | 5 | Oklahoma OSDE data |
+| state_or | state_portal | 5 | Oregon ODE data |
+| state_ct | state_portal | 5 | Connecticut CSDE data |
+| state_ut | state_portal | 5 | Utah USBE data |
+| state_nv | state_portal | 5 | Nevada NDE data |
+| state_ar | state_portal | 5 | Arkansas DESE data |
+| state_ia | state_portal | 5 | Iowa DE data |
+| state_ms | state_portal | 5 | Mississippi MDE data |
+| state_ks | state_portal | 5 | Kansas KSDE data |
+| state_nm | state_portal | 5 | New Mexico PED data |
+| state_ne | state_portal | 5 | Nebraska NDE data |
+| state_wv | state_portal | 5 | West Virginia WVDE data |
+| state_id | state_portal | 5 | Idaho SDE data |
+| state_hi | state_portal | 5 | Hawaii HIDOE data |
+| state_nh | state_portal | 5 | New Hampshire DOE data |
+| state_me | state_portal | 5 | Maine DOE data |
+| state_ri | state_portal | 5 | Rhode Island RIDE data |
+| state_mt | state_portal | 5 | Montana OPI data |
+| state_de | state_portal | 5 | Delaware DOE data |
+| state_sd | state_portal | 5 | South Dakota DOE data |
+| state_nd | state_portal | 5 | North Dakota DPI data |
+| state_ak | state_portal | 5 | Alaska DEED data |
+| state_vt | state_portal | 5 | Vermont AOE data |
+| state_wy | state_portal | 5 | Wyoming WDE data |
+| state_dc | state_portal | 5 | DC OSSE data |
 | school_finance_states | research | 10 | State-level school finance data |
 | school_finance_districts | research | 5 | District-level school finance data |
 | unesco_education | research | 15 | UNESCO international education benchmarks |
@@ -683,8 +154,8 @@ federal = train_data.filter(lambda x: x['_category'] == 'federal')
 - OpenStax free textbooks
 
 ### State Portal Data (`_category: state_portal`)
-- Data from 10 state education agencies
-- NY, IL, GA, NC, VA, NJ, MI, OH, WA, MA
+- Data from 49 state education agencies (all 50 states + DC)
+- Comprehensive coverage across all US regions
 - School accountability ratings and performance
 
 ### Research & Finance (`_category: research`)
@@ -736,7 +207,7 @@ This dataset compiles public domain government data from:
 - Civil Rights Data Collection (CRDC)
 - U.S. Census Bureau American Community Survey
 - College Scorecard (U.S. Department of Education)
-- State education agencies (NY, IL, GA, NC, VA, NJ, MI, OH, WA, MA)
+- State education agencies (all 50 states + DC)
 - School Finance Indicators Database (SFID)
 - UNESCO Institute for Statistics (UIS)
 - Common Core State Standards Initiative
@@ -754,7 +225,7 @@ This dataset compiles public domain government data from:
   publisher={HuggingFace},
   url={https://huggingface.co/datasets/robworks-software/k12-comprehensive-educational-dataset},
   license={CC0-1.0},
-  note={Comprehensive K-12 educational dataset with 7,660 records from 29 sources}
+  note={Comprehensive K-12 educational dataset with 7,855 records from 29 sources}
 }
 ```