insteval(path)
Load the InstEval data set (Bates, Maechler, Bolker, Walker, & others, 2014). It contains 73,421 university lecture evaluations by students at ETH Zurich with a total of 2,972 students, 2,160 professors and lecturers, and several student, lecture, and lecturer attributes.
The data contains the following columns:
Feature | Description |
---|---|
s | student |
d | instructor |
studage | student age by number of enrolled semesters |
lectage | lecture age by # of previously rated semesters |
service | 0 if held for a different department than the lecturer’s |
main one; else 1 | |
dept | department |
y | rating from 1 for poor to 5 for very good |
path
: str. Path to directory which either stores file or otherwise file will be downloaded and extracted there. Filename is insteval.csv
.Tuple of np.darray x_train
with 73,421 rows and 7 columns and dictionary metadata
of column headers (feature names).
Bates, D., Maechler, M., Bolker, B., Walker, S., & others. (2014). Lme4: Linear mixed-effects models using Eigen and S4. R Package Version, 1(7), 1–23.