Data Overview

We are proud of our database because no other company in the business has the detail we have on higher education software implementations. We are also working hard to have the same in-depth data for K-12 products and school districts. To ensure the quality of our data, our team reviews millions of lines of information each quarter, and an employee validates each new entry before being added to our database.

To enrich our database, we scan publicly available data (news releases, social media, university and company websites). We also go through requests for proposals, contracts, board approvals and other legal documents, again available to the public.

We review over 15,000 new alerts every day. This information gets compiled into a central database that gets initially filtered using machine learning algorithms to remove unuseful information. Then, our team of over 15 full-time employees manually looks at all the info to confirm, delete or enrich our database.

Each year, we reconfirm all our datasets, validating that the institutions are still using the system.

Our dataset includes (but is not limited to):

  • Educational companies, products, and institutional characteristics;
  • Primary and secondary systems supported by institutions;
  • Implementation dates and decommissions dates.

Our team controls for bias and regularly updates, reviews, and validates the data at the source to help organize, sort, and classify more than 3.2 million values. Though we cannot guarantee an accurate representation of the market, our methods prevent the over-representation of any grant solution.

Implementation Found by Year

Cumulative Updates by Edit Types

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Blog & News

RFPs Trends and Updates – December 2023

The ListEdTech team has been tracking RFP data for just over three years now (you can read previous posts on our website). During this time, we learned how much value RFPs bring to institutions looking to replace one of their edtech solutions. In addition to giving insights on upcoming popular product categories, past RFPs can ... RFPs Trends and Updates – December 2023  Read More

From Databases to Cloud: The Evolution of Oracle Corporation

Oracle Corporation, a cornerstone of the IT industry since the 1970s, is a multifaceted company that offers a spectrum of solutions in almost 20 different product categories. With a legacy of innovation and leadership, Oracle has remained a trusted name in the ever-evolving information technology landscape. Let’s explore the diverse world of Oracle. From One ... From Databases to Cloud: The Evolution of Oracle Corporation  Read More

Different Ways to Support Student Management Through Technology Selection 

For many institutions, student management in higher education institutions means the administration and management of student-related business functions, such as course registration, program enrollment, and student progress tracking. Central to this approach is usually a student information system, which serves as the centralized hub that helps institutional leaders perform these functions and help students along ... Different Ways to Support Student Management Through Technology Selection   Read More