Qualitative Analysis for Educational Institutions

Don’t settle for just word clouds. Put words to work.

Unigrams is a qualitative data analysis platform powered by natural language processing technology designed specifically to help higher education administrators quickly understand the demands of their students, the concerns of their faculty, and the climate of their campus.

Whether it’s open-ended responses from course evaluations or transcripts from multiple strategic planning focus groups, Unigrams will quickly visualize the data into major themes, cluster similar concepts together, and segment the results by key demographics.

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Unigrams is a qualitative data analysis platform designed for institutional researchers and assessment professionals

Advantages of Using Unigrams

Get Buy-In Support

Text analysis helps reduce human bias when grouping comments into themes.

Clear the way for simpler decision-making with impartial third-party insights

Improve Student Retention

Unigrams understands student concerns to help you mitigate the risk of attrition

Likert scales only go so far. Understand and act on student concerns early to mitigate the risk of attrition.

Secure and Encrypted

Unigrams implements top encryption technologies to keep you and your data as secure as possible.

Data security and sovereignty is of upmost importance to us. Wherever you are located – Canada, the US, or further abroad – we have a secure data center for you.

Protect Anonymity

Protecting personal information, Unigram algorithms can automatically censors names, organizations, dates, numbers and more.

With faculty contracts and student privacy laws in mind, our service automatically hides personal identifiers such as names, security numbers, dates, and more.

Save Time

Unigrams text analysis helps increase operational efficiency, especially when your team is short-staffed or faced with a tight turnaround.

Save hundreds of countless staff
hours spent manually reading and interpreting student feedback. Focus on drawing conclusions from your data instead.

Powered by NLP

Unigrams implements top encryption technologies to keep you and your data as secure as possible.

Experience the power of machine learning and natural language processing technology at a click of a button.

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Key Features of Unigrams

Unigrams | Natural language processing for higher education | NLP is much more than just word clouds. Thematic analysis will help you quickly see what the major topics are from your open-ended survey data

THEMATIC EXTRACTION

  • Identify and prioritize the key issues for students, staff/faculty, and alumni
  • Uncover pain points from your students early on
  • Mitigate student attrition risks
Unigrams | Natural language processing for higher education | Topic Modeling helps you quickly group comments with similar concepts/semantics together.

CLUSTER ANALYSIS

  • Automatically group comments with similar meanings together
  • Quick find relevant quotes to support decision-making or marketing strategy

Unigrams | Natural language processing for higher education | segmentation analysis helps you find out what how issues affect the different population on campus.

SEGMENTATION

  • Identify different campus personas and their unique needs
  • Improve learning experience by catering to those needs

How Unigrams helps institutional research and assessment professionals

Address Student Learning Demands

Online course evaluations, student assessments, and student satisfaction surveys can produce an overwhelming amount of open-ended response data.

When educational institutions allow their open-ended data to remain untapped, they risk losing the solutions to important challenges. 

Unigrams tackles huge qualitative text mining projects using statistical methods that save your organization time and resources.

Unigrams | Natural language processing for higher education | Address student learning demands

Unigrams | Natural language processing for higher education | Plan for the future

Plan for the future

Whether you are developing institutional restructuring or working to create a 10-year strategy, Unigrams makes it easy to transform stakeholder and faculty ideas into action.

Clear the way for simpler decision-making with Impartial third-party insights.

Monitor Campus Climate

Unigrams helps institutions foster a culture of continuous improvement. 

Whether you’re rolling out a staff and faculty engagement survey or conducting a town hall, effectively streamlining and clarifying your data will allow for decisive action in anticipating and resolving urgent campus issues.

Easily identify concerns around bias, discrimination, and equity across different subpopulations on campus.

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Unigrams | Natural language processing for higher education | Campus Climate