From 44a04d63b83ee09b7b8a1f52534609092068de6a Mon Sep 17 00:00:00 2001
From: Pritimay Sarkar <pritimay@sminnovations.in>
Date: Tue, 13 Feb 2024 20:08:41 +0530
Subject: [PATCH] box plot

---
 scripts/cr_box_plot.py | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)
 create mode 100644 scripts/cr_box_plot.py

diff --git a/scripts/cr_box_plot.py b/scripts/cr_box_plot.py
new file mode 100644
index 0000000..4dcee8d
--- /dev/null
+++ b/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()
+