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
  • Plots — enrollment trends with faceting by term type, campus, level, and more
  • 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. Produces a downloadable report.

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

Regstats 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 →


Explore menu

The Explore dropdown contains analyses organized around specific questions:

Tab What it answers
Open Seats Which courses have available capacity? Which ran last year but aren’t running this year? Guide →
Cancellations Which scheduled sections were cancelled, and how does that vary by term or department? Guide →
Waitlists Which courses have waitlist pressure? Who’s waiting by program or classification? 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 →

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

Notes on the data

Understanding Your Data →

Questions or suggestions?

Email fwgibbs@unm.edu.


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CEDAR is open source software for higher education analytics.