COMPTNG 16B
Python with Applications II
Course statistics
- Predicted GPA
- 3.78
- n = 214 · 7 terms · ± 0.036
- A range
- 87%
- of letter grades
- Taken P/NP
- 4%
- 70% of those passed
- D / F / W
- 1.9%
- 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.
- 2822S
- 2623F
- 2324W
- 3024S
- 1924F
- 2225W
- 1325S
Peak 30
Most recent
13
in 25S
7 terms on record
Grade distribution
- A+ 5 · 2.2%
- A 162 · 71.4%
- A- 19 · 8.4%
- B+ 11 · 4.8%
- B 6 · 2.6%
- B- 3 · 1.3%
- C+ 2 · 0.9%
- C- 4 · 1.8%
- D+ 1 · 0.4%
- F 1 · 0.4%
- P 7 · 3.1%
- NP 3 · 1.3%
- I 1 · 0.4%
- DR 2 · 0.9%
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 |
|---|---|---|---|---|---|
| KO, SEYOON | 3.76 | 3.75 | 109 | 4 | 83% |
| LIAO, CHUNYANG | 3.88 | 3.89 | 78 | 4 | 96% |
| LEE, HARLIN | 3.75 | 3.73 | 27 | 1 | 74% |
“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
- 22S 3.73 n=27
- 23F 3.73 n=51
- 24W 3.81 n=41
- 24S 3.99 n=28
- 24F 3.74 n=34
- 25W 3.85 n=20
- 25S 3.88 n=13