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# System prepended metadata

title: Jessica Student Profiling

---

# Jessica Student Profiling

## 28 November 2020 

1. Which course at which stage will prompt to highest failuer rate ?
2. Average gpa for each course at different semester. (Different intake year) -> include retake students


```python
for c in (core course):
    for t in (logical trimester 1, 2, 3 ....):
        group_by_tri += [studid]

for g in group_by_tri:
    sum([ gpa[s] for s in g ]
    ave[g] = sum / len(g)
```

3. Transition matrix (separate go chart into different students from different intake Eg: 2009-2011, 2012-2015)
    A. 分不同的intake year 2009, 2010,2011… … 
    B. 找出谁没有跟着course structure 的student (for loop) -1 if not follow

