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: MA (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

MA Schools (62 total, sorted by v2 coverage)

School	State	v1	v2	v2 %
Cambridge College	MA	6/6	14/27	52%
Tufts University	MA	6/6	14/27	52%
University of Massachusetts-Amherst	MA	6/6	14/27	52%
University of Massachusetts-Boston	MA	6/6	14/27	52%
University of Massachusetts-Dartmouth	MA	6/6	14/27	52%
University of Massachusetts-Lowell	MA	6/6	14/27	52%
Montserrat College of Art	MA	6/6	15/27	56%
American International College	MA	6/6	16/27	59%
Berklee College of Music	MA	6/6	16/27	59%
Bridgewater State University	MA	6/6	16/27	59%
Curry College	MA	6/6	16/27	59%
Dean College	MA	6/6	16/27	59%
Endicott College	MA	6/6	16/27	59%
Fisher College	MA	6/6	16/27	59%
Framingham State University	MA	6/6	16/27	59%
Franklin W Olin College of Engineering	MA	6/6	16/27	59%
Hampshire College	MA	6/6	16/27	59%
Lesley University	MA	6/6	16/27	59%
Massachusetts College of Art and Design	MA	6/6	16/27	59%
Massachusetts Maritime Academy	MA	6/6	16/27	59%
MCPHS University	MA	6/6	16/27	59%
Nichols College	MA	6/6	16/27	59%
Salem State University	MA	6/6	16/27	59%
Simmons University	MA	6/6	16/27	59%
Springfield College	MA	6/6	16/27	59%
The New England Conservatory of Music	MA	6/6	16/27	59%
Wentworth Institute of Technology	MA	6/6	16/27	59%
Wheaton College (Massachusetts)	MA	6/6	16/27	59%
Amherst College	MA	6/6	17/27	63%
Babson College	MA	6/6	17/27	63%
Bay Path University	MA	6/6	17/27	63%
Bentley University	MA	6/6	17/27	63%
Boston University	MA	6/6	17/27	63%
Brandeis University	MA	6/6	17/27	63%
Clark University	MA	6/6	17/27	63%
Emerson College	MA	6/6	17/27	63%
Fitchburg State University	MA	6/6	17/27	63%
Gordon College	MA	6/6	17/27	63%
Harvard University	MA	6/6	17/27	63%
Lasell University	MA	6/6	17/27	63%
Massachusetts College of Liberal Arts	MA	6/6	17/27	63%
Massachusetts Institute of Technology	MA	6/6	17/27	63%
Mount Holyoke College	MA	6/6	17/27	63%
Northeastern University	MA	6/6	17/27	63%
Smith College	MA	6/6	17/27	63%
Suffolk University	MA	6/6	17/27	63%
Wellesley College	MA	6/6	17/27	63%
Western New England University	MA	6/6	17/27	63%
Westfield State University	MA	6/6	17/27	63%
Williams College	MA	6/6	17/27	63%
Worcester Polytechnic Institute	MA	6/6	17/27	63%
Worcester State University	MA	6/6	17/27	63%
Anna Maria College	MA	6/6	18/27	67%
Assumption University	MA	6/6	18/27	67%
College of Our Lady of the Elms	MA	6/6	18/27	67%
Emmanuel College	MA	6/6	18/27	67%
Regis College	MA	6/6	18/27	67%
Stonehill College	MA	6/6	18/27	67%
Boston College	MA	6/6	19/27	70%
College of the Holy Cross	MA	6/6	19/27	70%
Eastern Nazarene College	MA	6/6	19/27	70%
Merrimack College	MA	6/6	19/27	70%

Missing Visit Data0 schools without tour schedules

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

School	State	Students	Website