diff --git a/2 ksu scrape/ksu_scrape.py b/2 ksu scrape/ksu_scrape.py
deleted file mode 100644
index 4d4ba23..0000000
--- a/2 ksu scrape/ksu_scrape.py	
+++ /dev/null
@@ -1,58 +0,0 @@
-'''
-TO use this code, you will first need to install the three packages being imported below using pip or a manual install method.
-'''
-from bs4 import BeautifulSoup
-import requests
-import csv
-from datetime import datetime
-page = "1"
-
-source = requests.get('https://www.kennesaw.edu/news/news-releases/index.php?&p='&page).text
-
-soup = BeautifulSoup(source, 'lxml')
-
-ksu_news_csv = open("ksu_news "+"{:%B %d, %Y}".format(datetime.now())+".csv","w")
-csv_writer = csv.writer(ksu_news_csv)
-
-csv_writer.writerow(["Number","Title","Source","URL","Date"])
-
-#print(soup.prettify())
-
-#blog_post = soup.find('ul',class_='blog_listing')
-blog_posts = soup.find('ul',class_='blog_listing')
-
-blog_posts = blog_posts.find_all('li')
-
-#print(type(blog_posts))
-#blog_posts = blog_posts.split("<li>")
-#print(blog_posts.prettify())
-
-i = 1
-for blog_post in blog_posts:
-    
-    #print(i)
-    title = blog_post.a.text
-    title = title.split("(")
-    justtitle = title[0]
-    #print(title[0])
-    if len(title)>1:
-        source = title[1].strip(")")
-        #print(source)
-    else:
-        source = "No Source"
-        #print(source)
-
-    URL = blog_post.find('a')['href']
-    #print(URL)
-
-    date = blog_post.find("span").text
-    date = date.strip()
-    date = date.strip("–")
-    date = date.strip()
-    #print(date)
-    csv_writer.writerow([i,justtitle,source,URL,date])
-
-    i += 1
-    print()
-
-ksu_news_csv.close()
\ No newline at end of file
diff --git a/2 ksu scrape/ksu_scrape_new.py b/2 ksu scrape/ksu_scrape_new.py
index 147ecdb..a9caeb9 100644
--- a/2 ksu scrape/ksu_scrape_new.py	
+++ b/2 ksu scrape/ksu_scrape_new.py	
@@ -1,5 +1,6 @@
 '''
-TO use this code, you will first need to install the three packages being imported below using pip or a manual install method.
+To use this code, you will first need to install the three packages being imported below using pip or a manual install method.
+This code was updated in August 2021 to use the new KSU news feed design.
 '''
 from bs4 import BeautifulSoup
 import requests
diff --git a/4 DB in Python/SQLite Demo/newdb.py b/4 DB in Python/SQLite Demo/newdb.py
index eba20ab..0019790 100644
--- a/4 DB in Python/SQLite Demo/newdb.py	
+++ b/4 DB in Python/SQLite Demo/newdb.py	
@@ -1,5 +1,26 @@
+'''
+This code is a demo of how to create a database with a schema structure in Python using SQL Lite.
+For more information, see: https://datatofish.com/create-database-python-using-sqlite3/ 
+'''
 import sqlite3
-
+#we can name the file antyhing we want, but it is common to use .db
 db_file = "new.db"
 
-connection = sqlite3.connect(db_file)
\ No newline at end of file
+#the connection is the database file itself represented in python
+connection = sqlite3.connect(db_file)
+
+#the cursor is the object that will allow us to execute SQL commands
+cursor = connection.cursor()
+
+#execute runs the SQL command but does not save it, the results are just in memory for now
+cursor.execute('''
+          CREATE TABLE IF NOT EXISTS products
+          ([product_id] INTEGER PRIMARY KEY, [product_name] TEXT)
+          ''')
+          
+cursor.execute('''
+          CREATE TABLE IF NOT EXISTS prices
+          ([product_id] INTEGER PRIMARY KEY, [price] INTEGER)
+          ''')
+#commit is when we actually save the changes we made to the database            
+connection.commit()
\ No newline at end of file
diff --git a/4 DB in Python/SQLite Demomyinventory.db b/4 DB in Python/SQLite Demomyinventory.db
deleted file mode 100644
index e69de29..0000000
diff --git a/6 Web Page with Flask/basic page/script1.py b/6 Web Page with Flask/basic page/script1.py
index 0966353..6171753 100644
--- a/6 Web Page with Flask/basic page/script1.py	
+++ b/6 Web Page with Flask/basic page/script1.py	
@@ -1,5 +1,15 @@
+'''
+This is a basic web page running with Flask.
+'''
+
 from flask import Flask, render_template, request
+#This is the Flask object, we are creating an instance of the Flask class and storing it in the variable app
+#__name__ is a special variable in Python that is the name of the module, which is this file's name without the .py extension
 app=Flask(__name__)
+
+#This is a decorator, it is a function that takes a function as a parameter!
+#A decorator is a function that wraps another function
+#This decorator is saying that when someone goes to the URL /greet, run the greet function
 @app.route('/greet', methods=['POST'])
 def greet():
     inputName = request.form['myName']
@@ -7,9 +17,9 @@ def greet():
     #write data to file or to DB
     inputName = inputName.upper()+" hi!  Visiting from " + str(ip)
     return render_template("home.html",myName=inputName)
+
 @app.route('/')
-def home():
-    
+def home():  
     return render_template("home.html",myName="Type your name in the box and click submit!")
 
 @app.route('/about/')