From c401479e0a131f6f66e91db3c9f7ccca3796d289 Mon Sep 17 00:00:00 2001
From: amilashanaka <dsa.amilashanaka@gmail.com>
Date: Tue, 29 Nov 2022 03:34:27 +0000
Subject: [PATCH] Product Category - Data Frequency

---
 model.py | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/model.py b/model.py
index b9079bd..47326fc 100644
--- a/model.py
+++ b/model.py
@@ -55,4 +55,16 @@ data['Day'] = data["Date"].dt.day
 # information about data
 print(data.info())
 
-print(data["OrderDemand"].describe())
\ No newline at end of file
+print(data["OrderDemand"].describe())
+
+# information about categorical variables
+print(data[["ProductCode", "Warehouse", "ProductCategory"]].describe())
+
+# Number of samples according to ProductCategory
+plt.figure()
+plt.barh(data["ProductCategory"].value_counts().index, data["ProductCategory"].value_counts(), color = "b")
+plt.xlabel("Frequency")
+plt.ylabel("Product Category")
+plt.title("Product Category - Data Frequency")
+plt.show()
+print(f"Number of ProductCategory \n{data['ProductCategory'].value_counts()}")
-- 
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