box plot

scripts/cr_box_plot.py

@@ -0,0 +1,19 @@
+import pandas as pd
+import matplotlib.pyplot as plt
+
+data = {
+    '_id': [4369, 819, 3952, 395, 3954],
+    'classificationResult': ['Sickle Cell Trait', 'Normal', 'Sickle Cell Disease', 'Sickle Cell Disease', 'Sickle Cell Disease'],
+    'deviceRatio': [0.3137193, 0.4029867, 0.5270785, 0.479178, 0.4949574]
+}
+
+df = pd.DataFrame(data)
+
+box_plot = df.boxplot(column='deviceRatio', by='classificationResult', vert=True)
+
+plt.title('Box Plot of Device Ratio by Classification Result')
+plt.xlabel('Classification Result')
+plt.ylabel('Device Ratio')
+
+plt.show()
+