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ECON 441A

Applied Data Management for Economists

Course statistics

Predicted GPA
3.64
n = 300 · 5 terms · ± 0.031
A range
75%
of letter grades
Taken P/NP
0%
— of those passed
D / F / W
1.3%
incl. withdrawals

Sections in Fall 2026

Not offered in Fall 2026.

Enrollment history

Final enrollment per term, averaged across that term's sections. Four years deep, summer excluded. Per-section live curves are on each section page.

  • 7921F
  • 6822S
  • 6422F
Enrolment by term: 21F 79, 22S 68, 22F 64
Peak 79 Most recent 64 in 22F 3 terms on record

Grade distribution

  • A+ 140 · 46.4%
  • A 51 · 16.9%
  • A- 34 · 11.3%
  • B+ 28 · 9.3%
  • B 15 · 5.0%
  • B- 17 · 5.6%
  • C+ 8 · 2.6%
  • C 1 · 0.3%
  • C- 2 · 0.7%
  • F 4 · 1.3%
  • I 2 · 0.7%

Grey bars are non-letter outcomes — P/NP, S/U, incompletes. They are excluded from the GPA entirely rather than scored, because counting a P as a 4.0 would be a fabrication.

By instructor

Instructor Predicted Raw n Terms A range
KUNZ, NATHAN ROBERT 3.66 3.66 300 5 75%

“Predicted” is shrunk toward the course average, which is itself shrunk toward the department — so an instructor with a handful of students sits near the course mean rather than topping the list.

By term