26 lines
567 B
Python
26 lines
567 B
Python
import numpy as np
|
|
|
|
from analyze import analyze
|
|
|
|
dataset = np.load("clean.npy")
|
|
print(f"dataset shape: {dataset.shape}, analyzing column 6 (ses)")
|
|
print("\t0 - lower class")
|
|
print("\t1 - middle class")
|
|
print("\t2 - upper class")
|
|
print("")
|
|
|
|
|
|
def analyze_ses(name: str, col: np.ndarray):
|
|
sex_col = dataset[:, 6]
|
|
analyze(name, [
|
|
col[sex_col == 0],
|
|
col[sex_col == 1],
|
|
col[sex_col == 2]
|
|
])
|
|
|
|
|
|
analyze_ses("gpa", dataset[:, 2])
|
|
analyze_ses("math", dataset[:, 3])
|
|
analyze_ses("slovak", dataset[:, 4])
|
|
analyze_ses("english", dataset[:, 5])
|