anova

anova_visualization.py

@@ -0,0 +1,14 @@
+import pandas as pd
+import matplotlib.pyplot as plt
+import seaborn as sns
+
+df_anova = pd.read_csv('analysis/anova.csv', index_col=0)
+df_anova = df_anova.stack().reset_index()
+df_anova.rename(columns={'level_0': 'x',
+                         'level_1': 'y type',
+                         0: 'p value'}, inplace=True)
+print(df_anova)
+sns.set_theme(style="whitegrid")
+g = sns.catplot(data=df_anova, kind="bar", x="x", y="p value", hue="y type")
+g.set_xticklabels(rotation=30)
+plt.show()