v2 Data Coverage

Last updated: Apr 7, 2026, 9:46 PM · 1,717 schools tracked

Existing v1

Scorecard

1,71699.9%

Enrichment

1,71699.9%

Wikipedia

1,71699.9%

Profile

1,71699.9%

Visits

1,67897.7%

Nearby

1,66597%

Admissions Intel

Acceptance Rate History

1,21870.9%

Yield Rate

00%

Ed Ea Rd Rates

00%

Waitlist Stats

00%

Rankings

73442.7%

Financial Intel

Net Price History

1,30676.1%

Tuition History

1,31976.8%

Pct Zero Debt

1,60193.2%

Cost Of Living

1,71699.9%

Local Economy

00%

Safety & Student Life

Safety

1,71699.9%

Satisfaction

1,53289.2%

Mental Health

1,71699.9%

Disability Services

1,71699.9%

News

1,71699.9%

Vibe Tags

1,71699.9%

Religious Affiliation

59734.8%

Religious Affil

62836.6%

Geographic

Nearest Cities

1,71699.9%

Nearest Airports

1,71699.9%

Climate

1,71699.9%

Transit Score

1,71699.9%

Visit Planning

Academic Calendar

00%

Hotels

1,71699.9%

Itinerary

00%

Application Mgmt

Checklist

10.1%

Notification Dates

00%

Biggest Gaps

Data points sorted by coverage (lowest first)

Data Point	Filled	Missing	Coverage	Source	Effort
Yield Ratev2	0	1,717	0%	Scorecard/IPEDS	Script
Local Economyv2	0	1,717	0%	BLS Employment	Script
Academic Calendarv2	0	1,717	0%	Registrar websites	Script
Itineraryv2	0	1,717	0%	AI + editorial	Very High
Notification Datesv2	0	1,717	0%	Admissions pages	Script
Waitlist Statsv2	0	1,717	0%	Common Data Set	Script
Ed Ea Rd Ratesv2	0	1,717	0%	Common Data Set	Script
Checklistv2	1	1,716	0.1%	Admissions pages	Script
Religious Affiliationv2	597	1,120	34.8%	Derived from scorecard	Auto
Religious Affilv2	628	1,089	36.6%	Derived from scorecard	Auto
Rankingsv2	734	983	42.7%	Published rankings	Manual
Acceptance Rate Historyv2	1,218	499	70.9%	Scorecard API	Script
Net Price Historyv2	1,306	411	76.1%	Scorecard API	Script
Tuition Historyv2	1,319	398	76.8%	Scorecard API	Script
Satisfactionv2	1,532	185	89.2%	Derived from retention	Auto
Pct Zero Debtv2	1,601	116	93.2%	Derived from scorecard	Auto
Nearbyv1	1,665	52	97%	Derived from visits	Auto
Visitsv1	1,678	39	97.7%	School websites	Script
Scorecardv1	1,716	1	99.9%	College Scorecard	Auto
Enrichmentv1	1,716	1	99.9%	Brave Search	Script
Wikipediav1	1,716	1	99.9%	Wikipedia API	Script
Profilev1	1,716	1	99.9%	Manual curation	High
Vibe Tagsv2	1,716	1	99.9%	Derived from scorecard	Auto
Cost Of Livingv2	1,716	1	99.9%	BLS Regional Prices	Script
Transit Scorev2	1,716	1	99.9%	Walk Score API	Script
Climatev2	1,716	1	99.9%	NOAA Climate Normals	Script
Nearest Citiesv2	1,716	1	99.9%	Derived from coordinates	Auto
Nearest Airportsv2	1,716	1	99.9%	Derived from coordinates	Auto
Mental Healthv2	1,716	1	99.9%	School websites	High
Disability Servicesv2	1,716	1	99.9%	School websites	High
Hotelsv2	1,716	1	99.9%	School visitor pages	Script
Safetyv2	1,716	1	99.9%	OPE Clery Act API	Script
Newsv2	1,716	1	99.9%	School newsrooms	Curated

School-Level DetailFiltered: MD (clear)

AK AL AR AZ CA CO CT DC DE FL GA HI IA ID IL IN KS KY LA MA MD ME MI MN MO MS MT NC ND NE NH NJ NM NV NY OH OK OR PA RI SC SD TN TX UT VA VT WA WI WV WY

MD Schools (28 total, sorted by v2 coverage)

School	State	v1	v2	v2 %
Maryland University of Integrative Health	MD	6/6	11/27	41%
University of Maryland Baltimore	MD	6/6	12/27	44%
United States Naval Academy	MD	6/6	13/27	48%
University of Baltimore	MD	6/6	13/27	48%
University of Maryland Eastern Shore	MD	6/6	13/27	48%
University of Maryland Global Campus	MD	5/6	13/27	48%
University of Maryland-Baltimore County	MD	6/6	14/27	52%
University of Maryland-College Park	MD	6/6	14/27	52%
Bais HaMedrash and Mesivta of Baltimore	MD	6/6	16/27	59%
Bowie State University	MD	6/6	16/27	59%
Capitol Technology University	MD	6/6	16/27	59%
Coppin State University	MD	6/6	16/27	59%
Frostburg State University	MD	5/6	16/27	59%
Hood College	MD	6/6	16/27	59%
Maryland Institute College of Art	MD	6/6	16/27	59%
McDaniel College	MD	6/6	16/27	59%
Morgan State University	MD	6/6	16/27	59%
Salisbury University	MD	6/6	16/27	59%
St. Mary's College of Maryland	MD	6/6	16/27	59%
Stevenson University	MD	6/6	16/27	59%
Goucher College	MD	6/6	17/27	63%
Johns Hopkins University	MD	6/6	17/27	63%
Towson University	MD	6/6	17/27	63%
Washington College	MD	6/6	17/27	63%
Notre Dame of Maryland University	MD	6/6	18/27	67%
Washington Adventist University	MD	6/6	18/27	67%
Loyola University Maryland	MD	6/6	19/27	70%
Mount St. Mary's University	MD	6/6	19/27	70%

Missing Visit Data2 schools without tour schedules

Schools sorted by student count. Click website to find their tour page and build a scraper.

School	State	Students	Website
University of Maryland Global Campus	MD	48,238	www.umgc.edu
Frostburg State University	MD	2,849	www.frostburg.edu