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💄 Adds ticks to int grades

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This commit is contained in:
Daniel Svitan
2024-12-21 18:53:17 +01:00
parent 9b90fb2db3
commit 0420fda2f1
3 changed files with 30 additions and 21 deletions
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19
analyze_ses.py
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@@ -1,6 +1,6 @@
import numpy as np
from analyze import analyze
from analyze import analyze, plot_box
dataset = np.load("clean.npy")
print(f"dataset shape: {dataset.shape}; analyzing column 6 (ses)")
@@ -12,14 +12,19 @@ print("")
def analyze_ses(name: str, col: np.ndarray):
sex_col = dataset[:, 6]
analyze(name, [
data = [
col[sex_col == 0],
col[sex_col == 1],
col[sex_col == 2]
])
]
F, p = analyze(name, data)
return data, F, p
analyze_ses("gpa", dataset[:, 2])
analyze_ses("math", dataset[:, 3])
analyze_ses("slovak", dataset[:, 4])
analyze_ses("english", dataset[:, 5])
data_gpa, F_gpa, p_gpa = analyze_ses("gpa", dataset[:, 2])
data_math, F_math, p_math = analyze_ses("math", dataset[:, 3])
data_slovak, F_slovak, p_slovak = analyze_ses("slovak", dataset[:, 4])
data_english, F_english, p_english = analyze_ses("english", dataset[:, 5])
plot_box([data_gpa, data_math, data_slovak, data_english], ["Nižšia trieda", "Stredná trieda", "Vyššia trieda"],
[F_gpa, F_math, F_slovak, F_english], [p_gpa, p_math, p_slovak, p_english], "Socio-ekonomická trieda")