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CLSS Analytics Explorer

Course Demand Analytics for Better Scheduling Decisions

CourseLeaf CLSS Analytics Explorer helps registrars, schedulers, and academic leaders explore course and section data to understand student demand. Identify courses that fill quickly, compare enrollment trends, and examine waitlist activity to inform section planning and registration decisions.

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With CLSS Analytics Explorer, you can count on:

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Clearer visibility into course and section demand

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Deeper understanding of enrollment trends

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Better-informed section and scheduling decisions

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Greater insight into waitlist and registration patterns

See Which Courses Fill First

A full course tells you one thing. How quickly it filled tells you more. Identify courses with sections that filled during the first quarter of the registration period and courses that closed quickly. These patterns help your team identify where additional sections may be needed and prioritize courses for closer review.

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Understand What Changed Between Terms

Explore how enrollment and estimated demand change across two terms for selected course codes. Compare changes in net enrollment with changes in estimated demand, helping your team assess whether course offerings are keeping pace with student needs.

Plan Sections Around Enrollment Patterns

Explore enrollment by day of the week and time of day to understand which meeting patterns attract the most enrollment. Combined with insights into courses and sections that fill quickly, Analytics Explorer helps your team evaluate where to add sections and when to offer them.

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Look Beyond the Waitlist Count

Examine waitlist trends alongside registration from waitlists to better understand how students move from waiting to enrolled. Evaluate waitlist activity, identify patterns that deserve attention, and inform decisions about course availability and registration processes.

Follow the Questions in Your Data

Start with an overview, then click into the data points that capture your attention. Intuitive click-and-explore interface lets your team investigate patterns at both the course and section levels. Move from identifying a trend to examining the details that can inform your next scheduling decision.

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Frequently Asked Questions About CourseLeaf CLSS Analytics Explorer

What is CourseLeaf CLSS Analytics Explorer?

CourseLeaf CLSS Analytics Explorer is an add-on for CourseLeaf CLSS that provides deeper analysis of course and section data. Institutions can explore high-demand courses, enrollment trends, meeting patterns, and waitlist activity to inform scheduling and registration decisions.

How is Analytics Explorer different from the analytics included in CLSS?

CourseLeaf CLSS includes basic course demand analytics to support scheduling decisions. Analytics Explorer adds a more extensive click-and-explore experience for investigating course and section patterns, comparing enrollment and estimated demand across terms, and examining waitlist and meeting-time trends.

How does Analytics Explorer identify high-demand courses?

Analytics Explorer helps institutions identify courses with one or more sections that filled during the first quarter of the registration period, along with courses that closed quickly. These indicators help teams identify courses that may warrant additional sections or further analysis.

Can we compare enrollment and demand across terms?

Yes. Analytics Explorer lets you compare changes in net enrollment and estimated demand for selected course codes across two terms. This helps your team understand how demand is changing in relation to enrollment.

Can Analytics Explorer help us decide when to offer sections?

Yes. Institutions can examine enrollment patterns by day and time, alongside information about courses and sections that fill quickly. These insights can inform decisions about additional sections and meeting times.

What can we learn from waitlist data?

Analytics Explorer allows institutions to examine waitlist trends and registration from waitlists. These patterns help teams understand waitlist activity and evaluate opportunities to adjust course offerings or registration processes.

Is Analytics Explorer a standalone product?

No. CourseLeaf CLSS Analytics Explorer is available as an add-on for CourseLeaf CLSS.

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