32 lines
817 B
Python
32 lines
817 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 6 (occupation)")
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print("\t0 - work hours / week >= 10")
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print("\t1 - work hours / week < 10")
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print("\t2 - sport")
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print("\t3 - music")
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print("\t4 - other")
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print("\t5 - none")
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print("")
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def analyze_occupation(name: str, col: np.ndarray):
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occupation_col = dataset[:, 6]
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analyze(name, [
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col[occupation_col == 0],
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col[occupation_col == 1],
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col[occupation_col == 2],
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col[occupation_col == 3],
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col[occupation_col == 4],
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col[occupation_col == 5]
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])
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analyze_occupation("gpa", dataset[:, 2])
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analyze_occupation("math", dataset[:, 3])
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analyze_occupation("slovak", dataset[:, 4])
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analyze_occupation("english", dataset[:, 5])
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