robworks-software/k12-comprehensive-educational-dataset

🏫 K-12 Comprehensive Educational Dataset

The most comprehensive K-12 educational dataset combining 29 authoritative sources

Quick Start

from datasets import load_dataset

# Load the dataset
dataset = load_dataset("robworks-software/k12-comprehensive-educational-dataset")

# Access different splits
train_data = dataset['train']
val_data = dataset['validation']
test_data = dataset['test']

# Filter by category
texas_data = train_data.filter(lambda x: x['_category'] == 'texas')
standards = train_data.filter(lambda x: x['_category'] == 'standards')
federal = train_data.filter(lambda x: x['_category'] == 'federal')

Dataset Statistics

• 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

Source	Category	Records	Description
texas_districts	texas	20	Texas school district information
texas_schools	texas	62	Texas public school information
texas_teachers	texas	3,949	Texas teacher information
texas_courses	texas	1,647	Texas course catalog
texas_performance	texas	608	STAAR performance metrics
naep_data	federal	1	NAEP national assessment results
crdc_data	federal	1	Civil Rights Data Collection
census_education	federal	1,019	Census ACS education demographics
college_scorecard	federal	1	College Scorecard outcomes
ccss_standards	standards	96	Common Core State Standards
ngss_standards	standards	37	Next Generation Science Standards
csta_standards	standards	116	CSTA K-12 Computer Science Standards
openstax_resources	standards	23	OpenStax K-12 textbooks
state_ny	state_portal	5	New York NYSED data
state_il	state_portal	5	Illinois ISBE data
state_ga	state_portal	5	Georgia GaDOE data
state_nc	state_portal	5	North Carolina DPI data
state_va	state_portal	5	Virginia DOE data
state_nj	state_portal	5	New Jersey DOE data
state_mi	state_portal	5	Michigan CEPI data
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

Categories

Texas State Data (_category: texas)

• School districts, schools, teachers, courses
• STAAR performance metrics
• TAPR accountability data

Federal Data (_category: federal)

• NAEP national assessment results
• Civil Rights Data Collection (CRDC)
• Census ACS education demographics
• College Scorecard outcomes

Educational Standards (_category: standards)

• Common Core State Standards (CCSS)
• Next Generation Science Standards (NGSS)
• CSTA Computer Science Standards
• OpenStax free textbooks

State Portal Data (_category: state_portal)

• 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)

• School Finance Indicators Database
• UNESCO international education benchmarks

Key Fields

Every record includes:

• _source: Origin data source name
• _category: Category (texas, federal, standards, state_portal, research)
• _record_type: Type of record (school, standard, assessment, etc.)

Usage Examples

Filter by Source Category

# Get all standards data
standards = dataset['train'].filter(lambda x: x['_category'] == 'standards')

# Get CCSS Common Core standards
ccss = dataset['train'].filter(lambda x: x['_source'] == 'ccss_standards')

# Get Texas performance data
tx_perf = dataset['train'].filter(lambda x: x['_source'] == 'texas_performance')

Cross-Category Analysis

# Compare state accountability systems
state_data = dataset['train'].filter(lambda x: x['_category'] == 'state_portal')

# Correlate finance and outcomes
finance = dataset['train'].filter(lambda x: 'finance' in x['_source'])

License

CC0 1.0 Universal (Public Domain)

This dataset is released into the public domain. You can copy, modify, distribute, and perform the work, even for commercial purposes, without asking permission.

Data Sources & Attribution

This dataset compiles public domain government data from:

• Texas Education Agency (TEA)
• Texas Academic Performance Reports (TAPR)
• National Assessment of Educational Progress (NAEP)
• Civil Rights Data Collection (CRDC)
• U.S. Census Bureau American Community Survey
• College Scorecard (U.S. Department of Education)
• State education agencies (all 50 states + DC)
• School Finance Indicators Database (SFID)
• UNESCO Institute for Statistics (UIS)
• Common Core State Standards Initiative
• Next Generation Science Standards
• CSTA K-12 Computer Science Standards
• OpenStax (Rice University)

Citation

@dataset{k12_comprehensive_2026,
  title={K-12 Comprehensive Educational Dataset},
  author={RobWorks Software},
  year={2026},
  publisher={HuggingFace},
  url={https://huggingface.co/datasets/robworks-software/k12-comprehensive-educational-dataset},
  license={CC0-1.0},
  note={Comprehensive K-12 educational dataset with 7,855 records from 29 sources}
}

Contact

For questions or issues: support@robworks.info