Adds ses owanova

This commit is contained in:
Daniel Svitan
2024-12-15 12:16:55 +01:00
parent d3d9ebfbe2
commit 95d0625f4e
3 changed files with 29 additions and 4 deletions

25
analyze_ses.py Normal file
View File

@@ -0,0 +1,25 @@
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])