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: PA (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

PA Schools (93 total, sorted by v2 coverage)

School	State	v1	v2	v2 %
University of the Arts	PA	5/6	13/27	48%
Ursinus College	PA	6/6	13/27	48%
University of Pittsburgh-Pittsburgh Campus	PA	6/6	14/27	52%
University of Pennsylvania	PA	6/6	14/27	52%
Cabrini University	PA	5/6	15/27	56%
Cheyney University of Pennsylvania	PA	6/6	15/27	56%
Clarks Summit University	PA	6/6	15/27	56%
Peirce College	PA	6/6	15/27	56%
University of Valley Forge	PA	6/6	15/27	56%
Arcadia University	PA	6/6	16/27	59%
Cairn University-Langhorne	PA	6/6	16/27	59%
Cedar Crest College	PA	6/6	16/27	59%
Central Penn College	PA	6/6	16/27	59%
Chatham University	PA	6/6	16/27	59%
Commonwealth University of Pennsylvania	PA	6/6	16/27	59%
Curtis Institute of Music	PA	6/6	16/27	59%
East Stroudsburg University of Pennsylvania	PA	6/6	16/27	59%
Elizabethtown College	PA	6/6	16/27	59%
Juniata College	PA	6/6	16/27	59%
Keystone College	PA	6/6	16/27	59%
Kutztown University of Pennsylvania	PA	6/6	16/27	59%
Lincoln University	PA	6/6	16/27	59%
Millersville University of Pennsylvania	PA	6/6	16/27	59%
Moore College of Art and Design	PA	6/6	16/27	59%
Pennsylvania Academy of the Fine Arts	PA	6/6	16/27	59%
Pennsylvania Western University	PA	6/6	16/27	59%
Point Park University	PA	6/6	16/27	59%
Robert Morris University	PA	6/6	16/27	59%
University of Scranton	PA	6/6	16/27	59%
Wilkes University	PA	6/6	16/27	59%
Bryn Mawr College	PA	6/6	17/27	63%
Bucknell University	PA	6/6	17/27	63%
Carnegie Mellon University	PA	6/6	17/27	63%
Delaware Valley University	PA	6/6	17/27	63%
Dickinson College	PA	6/6	17/27	63%
Drexel University	PA	6/6	17/27	63%
Franklin and Marshall College	PA	6/6	17/27	63%
Gettysburg College	PA	6/6	17/27	63%
Harrisburg University of Science and Technology	PA	6/6	17/27	63%
Haverford College	PA	6/6	17/27	63%
Indiana University of Pennsylvania-Main Campus	PA	6/6	17/27	63%
Lehigh University	PA	6/6	17/27	63%
Messiah University	PA	6/6	17/27	63%
Moravian University	PA	6/6	17/27	63%
Pennsylvania State University-Main Campus	PA	6/6	17/27	63%
Pennsylvania College of Art and Design	PA	6/6	17/27	63%
Shippensburg University of Pennsylvania	PA	6/6	17/27	63%
Slippery Rock University of Pennsylvania	PA	6/6	17/27	63%
Swarthmore College	PA	6/6	17/27	63%
Temple University	PA	6/6	17/27	63%
Thomas Jefferson University	PA	6/6	17/27	63%
Washington & Jefferson College	PA	5/6	17/27	63%
West Chester University of Pennsylvania	PA	6/6	17/27	63%
Widener University	PA	6/6	17/27	63%
York College of Pennsylvania	PA	6/6	17/27	63%
Alvernia University	PA	6/6	18/27	67%
Bryn Athyn College of the New Church	PA	6/6	18/27	67%
Chestnut Hill College	PA	6/6	18/27	67%
Eastern University	PA	6/6	18/27	67%
Geneva College	PA	6/6	18/27	67%
Grove City College	PA	6/6	18/27	67%
Gwynedd Mercy University	PA	6/6	18/27	67%
Holy Family University	PA	6/6	18/27	67%
Immaculata University	PA	6/6	18/27	67%
King's College	PA	6/6	18/27	67%
La Roche University	PA	6/6	18/27	67%
Lebanon Valley College	PA	6/6	18/27	67%
Marywood University	PA	6/6	18/27	67%
Mercyhurst University	PA	6/6	18/27	67%
Misericordia University	PA	6/6	18/27	67%
Mount Aloysius College	PA	6/6	18/27	67%
Neumann University	PA	6/6	18/27	67%
Rosemont College	PA	6/6	18/27	67%
Saint Francis University	PA	6/6	18/27	67%
Saint Vincent College	PA	6/6	18/27	67%
Seton Hill University	PA	6/6	18/27	67%
Thiel College	PA	6/6	18/27	67%
Villanova University	PA	6/6	18/27	67%
Waynesburg University	PA	6/6	18/27	67%
Albright College	PA	6/6	19/27	70%
Allegheny College	PA	6/6	19/27	70%
Carlow University	PA	6/6	19/27	70%
DeSales University	PA	6/6	19/27	70%
Duquesne University	PA	6/6	19/27	70%
Gannon University	PA	6/6	19/27	70%
La Salle University	PA	6/6	19/27	70%
Lafayette College	PA	6/6	19/27	70%
Lycoming College	PA	6/6	19/27	70%
Muhlenberg College	PA	6/6	19/27	70%
Saint Joseph's University - Philadelphia	PA	6/6	19/27	70%
Susquehanna University	PA	6/6	19/27	70%
Westminster College	PA	6/6	19/27	70%
Wilson College	PA	6/6	19/27	70%

Missing Visit Data3 schools without tour schedules

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

School	State	Students	Website
Washington & Jefferson College	PA	1,154	www.washjeff.edu
University of the Arts	PA	1,064	www.uarts.edu
Cabrini University	PA	645	www.cabrini.edu