From 2890bfabb0af1b84797dff2f2ce9ac10450c9b82 Mon Sep 17 00:00:00 2001
From: Vanessa Liang <leungkachiiiii@gmail.com>
Date: Wed, 11 Nov 2020 17:05:21 -0800
Subject: [PATCH] Update README.md

---
 prediction/spam-detection/README.md | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/prediction/spam-detection/README.md b/prediction/spam-detection/README.md
index fe72ace..a2bd0c7 100644
--- a/prediction/spam-detection/README.md
+++ b/prediction/spam-detection/README.md
@@ -1,8 +1,12 @@
 # Spam Email Detection
 _Create models to predict if an email message is spam or not_
 
+## Data
+- The dataset contains 5572 messages, with 13.41% marked as spam message
+
+<img src="data.png" height="250px">
+
 ## Data Exploration
-- Percentage of spam in the data is 13.41%
 - Finding 1: Spam message tends to be longer
 - Finding 2: Spam message tends to have more digits
 - Finding 3: Spam message tends to have more non-word characters