Jing0831/Web-Scraping

My study for a variety of topics and techniques in the area of web analytics. The repository focuses on web data structure/contents/usage, data acquisition from web platform, transformation of unstructured web data into structured data format, analysis of web data using data mining techniques such as classification/clustering/association, sentiment analysis for business decisions, and visualization of unstructured data.

Web-Scraping

My study for a variety of topics and techniques in the area of web analytics. The repository focuses on web data structure/contents/usage, data acquisition from web platform, transformation of unstructured web data into structured data format, analysis of web data using data mining techniques such as classification/clustering/association, sentiment analysis for business decisions, and visualization of unstructured data.

Jupyter Notebook Scripts

01 - Basic Python:

• Numbers
  
• List
  
• Strings
  
• Variables
  
• Summary Excercise
  

02 - Python: Control Structures and Methods

• Control Structures
  
• Methods
  
• if, elif, and else Statements
  
• for Loops
  
• Summary Excercise
  

03 - BeautifulSoup, Error, and Functions

• Introduction to BeautifulSoup
  
• Modules and Packages
  
• Handling Exceptions
  
• Functions
  
• A toy example
  
• Summary Exercise
  

04 - HTML

• Searching for Tags by Attributes
  
• Finding the List of Desired Tags
  
• Navigating Parse Trees
  
• Summary Exercise
  

05 - Regular Expression

• Regular Expression Functions
  
• Regex Pattern Operators - With Exercise
  
• GOLD MINE: Regex Cheetsheet
  

06 - Extra Exercise for Above Topics

• Part 1: Basic Python
  
• Part 2: More Scraping Exercise