12 datasets
Education data covers schools, students and outcomes. For US higher education the main source is the College Scorecard, which reports costs, debt and earnings by institution and field of study, and the list adds a College ROI dataset for about 30K bachelor's programs. PISA from the OECD measures the reading, maths and science performance of 15-year-olds across countries, and the New York State Education Department publishes state school data.
Smaller sets cover daycare quality by ZIP code, certification exam blueprints, journal submission requirements, a STEM prerequisite graph and freeCodeCamp student data. Student-level data is de-identified and sometimes suppressed for small groups, so counts may be missing where a cohort is tiny. PISA results use sampling weights and plausible values, and computing simple averages over the raw rows gives wrong answers, so follow the OECD analysis manual.
An open, independent dataset rating ~299 universities and ~184 international schools across six dimensions (network strength, curriculum relevance, employability, teaching quality, institutional health, student experience). Each record includes country, founding year, enrolment…
An open, machine-readable dataset of certification exam blueprints for 1,562 exams across 217 certifying bodies. Each exam record includes the official domain/objective breakdown with topic weights, passing score, question count, duration, price, prerequisites, retake and renewal policies, testing…
Aggregate quality and supply statistics for US daycares at the ZIP Code Tabulation Area level. 20,433 rows (10,870 publishable, 9,563 suppressed under Census small-area k=5 rule to prevent single-facility re-identification). 25 columns including provider counts, licensed capacity…
College ROI DatasetLE TEEN
1Lifetime return-on-investment estimates for ~30K US bachelor's-degree programs across ~1,775 institutions, combining FREOPP program-level ROI, IPEDS 2023-24 cost data, and BEA regional price parities. Five CSV tables. ROI by major category, with the share of graduates who never break even…
College Scorecard Datacollegescorecard.ed.gov
US ESA Program Invoice RequirementsGetESAPaid Research Desk
Machine-readable record of the invoice fields and supporting documents that 17 US state education savings account (ESA) programs expect from vendors such as tutors, therapists and microschools. Each record names the program, its payment platform (ClassWallet, Odyssey or Step Up For Students), a…
Normalized submission requirements for 7,239 academic journals, collected from each journal's own author guidelines. Covers word limits, abstract word limits, reference caps, page/figure/keyword limits per manuscript type, with source URLs, plus journal metadata (ISSNs, publisher, h-index) and…
Knowledge Navigator STEM Prerequisite GraphMohamed Muneer M
3An open curriculum graph of 1,432 chapters and 14,439 topics across 11 STEM subjects (maths, physics, chemistry, biology, earth science, computer science, electrical engineering, AI and robotics, mechanical, materials and aerospace). Each chapter has a level from 1 to 5, a topic list and its direct…
New York State Education Department DataNew York State Education Department
The New York State Education Department (NYSED) is committed to making data available and easy to use. This site provides a first step in publicly reporting educational data so all interested parties can be better informed as they work to advance student achievement.
Program for International Student Assessement (PISA)Organization for Economic Cooperation and Development (OECD)
Contains 15-year-old students' performance on reading, math, and science from countries across the globe.
Student Data from Free Code Campgithub.com
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A transparent raw-correct to scaled-score reference curve for TOEIC Listening & Reading, 101 rows per section covering 0-100 raw correct answers. ETS does not publish one universal conversion table - official scores are equated per test form - so this set is explicitly an approximation for…