Using CEDAR

CEDAR is a web app for inspecting unit-level enrollment, program, and course data. It tries to make historical patterns and current snapshots easier to see, with enough context that numbers can be questioned rather than treated as verdicts.


Where to start

If you’re new to CEDAR, start with Dept Dashboard. Select a department and you’ll see current-term course activity, enrollment compared to historical averages, drop-rate context, and student composition.

From there, use the guide below to find the analyses most relevant to your role.


Application overview

Dept Dashboard

The landing tab. Shows a snapshot of a department’s current term: headcount with trend sparkline, courses running above/below historical averages, new courses, missing courses vs. two years ago, early and late drop rates by course, cross-departmental minor overlap, and credit hour production by level.

Best for: chairs, directors, anyone who wants a current-term picture quickly.

Dept Dashboard guide →


Longer-term department report. Shows program headcount, enrollment history, entry mix, degrees, credit hours, Gen Ed patterns, and course outcomes.

Best for: program review, annual reporting, and historical context for current-term questions.

Dept Trends guide →


Enrollment

Section-level and student-level enrollment data with filters for campus, college, department, term, course, instructor, level, and part of term. Sub-tabs:

  • DESR — section-level data with crosslist views (home, split-level, crosslisted, away, all)
  • Classlist — student-level enrollment records
  • Trend Signals — level trends and growing/declining course signals for one department
  • Low Enrollment — sections below configurable thresholds; historical concerns mode for future terms
  • Trends — multi-year growing/declining course analysis using regression

Best for: schedulers, IR analysts, anyone tracking enrollment patterns.

Enrollment tab guide →


Regstats

Registration statistics dashboard. Shows courses where registration patterns differ from their own history: enrollment bumps, waitlists, saturation, drops, and possible downstream pressure. Configurable signal thresholds.

Best for: schedulers and college analysts watching live registration pressure during active registration periods.

Regstats guide →


Enrollment Projections

Saved Spring course-demand projections with aftcast accuracy, confidence, capacity interpretation, population-fit evidence, and section guidance. Open the page from Registration > Projections.

Best for: chairs and college analysts reviewing future section needs.

Enrollment Projections guide →


Pathways

Student-population analysis. Build a population by major, department, preset group, or demographics, then inspect course timing, roadblocks, course sequences, course-to-major patterns, and major changes.

Best for: program review, advising and curriculum conversations, and checking patterns in course-taking or major movement.

Pathways guide →


Registration menu

The Registration dropdown groups tools used during schedule planning and active registration review:

Tab What it answers
Regstats Which registration patterns differ from recent history? Guide →
Projections What Spring course demand and section need does the saved model currently estimate? Guide →
Open Seats Which courses have available capacity? Which ran last year but aren’t running this year? Guide →
Waitlists Which courses have waitlist pressure? Who’s waiting by program or classification? Guide →

Explore menu

The Explore dropdown contains analyses organized around specific questions:

Tab What it answers
Cancellations Which scheduled sections were cancelled, and how does that vary by term or department? Guide →
Gen Ed How are Gen Ed courses enrolling, and what grade-outcome patterns are visible? Guide →
Headcount How many unique students are declared in a major/minor/concentration, per term? Guide →
Course Dynamics One-course view: enrollment trends, student flows, grade distributions, DFW by instructor type, retention, and sequence comparisons. Guide →
Retention Which course-enrolled cohorts were still enrolled in later terms? Guide →
Data & Usage What data snapshot is loaded, what mappings need review, and how is CEDAR being used? Guide →

User roles quick reference

I am a… Start here
Department chair Dept Dashboard → Course Dynamics
Graduate program director Pathways → Course Dynamics
Scheduler Enrollment (Low Enrollment tab) → Regstats
Dean / associate dean Dept Dashboard → Dept Trends → Regstats
IR analyst Enrollment → Pathways → Course Dynamics → Data & Usage

Notes on the data

What CEDAR Counts →

Why Numbers Differ Across Tabs →

Understanding Your Data →

Questions or suggestions?

Email fwgibbs@unm.edu.


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CEDAR is open source software for higher education analytics.