ABOUT US

Ingram Market Analytics, in Pittsburgh, was established by John Ingram, who has 25 years of experience in institutional research.

John has helped students and institutional leadership achieve their goals at Duquesne University, University of Evansville and Community College of Allegheny County.

John is also a member of:

EXPERT COMMENTARY

John Ingram leads the discussion on data in higher education.

Data Expert Views Which Way as a Top Tool to Address Threats to Student Success
Student Connections Blog, Part 2
Examining the Lack of Graduate-Specific Data – Writer, editor and co-presenter of report findings presented to the National Association of Student Financial Aid Administrators (NASFAA)
Training video – Data Accuracy
Training video – Using Data to Improve Your Institution

DATA SCIENCE RESOURCES

Our top picks.

Visit Analytic Bridge, a community channel devoted to analytics and business intelligence
KDNuggets for big data analytics
Storytelling with Data, a firm turning data into stories and picture