24 lines
500 B
Python
24 lines
500 B
Python
import numpy as np
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from analyze import analyze
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dataset = np.load("clean.npy")
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print(f"dataset shape: {dataset.shape}, analyzing column 1 (sex)")
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print("\t0 - female")
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print("\t1 - male")
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print("")
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def analyze_sex(name: str, col: np.ndarray):
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sex_col = dataset[:, 1]
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analyze(name, [
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col[sex_col == 0],
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col[sex_col == 1]
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])
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analyze_sex("gpa", dataset[:, 2])
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analyze_sex("math", dataset[:, 3])
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analyze_sex("slovak", dataset[:, 4])
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analyze_sex("english", dataset[:, 5])
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