metadata
license: cc0-1.0
task_categories:
- tabular-classification
- tabular-regression
- text-classification
- question-answering
language:
- en
tags:
- education
- k12
- schools
- standards
- assessment
- texas
- federal
- naep
- ccss
- ngss
pretty_name: K-12 Comprehensive Educational Dataset
size_categories:
- 10K<n<100K
configs:
- config_name: default
data_files:
- split: train
path: data/train-00000-of-00001.parquet
- split: validation
path: data/validation-00000-of-00001.parquet
- split: test
path: data/test-00000-of-00001.parquet
🏫 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