Extended Dataset Description

Data on software used by higher education institutions, with >90% coverage of North American schools while expanding globally.The main education systems that we track are as follows: Learning Management Systems (LMS), Email Systems, Student Information Systems (SIS), Financial Systems, Human Resources Systems (HR), E-Learning Systems, Customer Relationship Management (CRM), Library Information Systems, Massive Open Online Course (MOOC), Alert Notification, Financial Aid, Faculty & Course Evaluation and Business Intelligence (BI), Faculty Systems, Online Program Manager (OPM), Retention Systems, etc.