#Analyzing Trends in Stock Movements using Markov Chains and Monte Carlo Simulation of Random Walks

##SEE DEMONSTRATIONS HERE!

###Download the executable .jar file here.

##Dependencies:

• Java SE 8 recommended (should work on anything 6+)
• markovstock.jar file to use right away
• Files in repo if building from source, including .jar files in /lib directory:
  • Apache Commons Math
  • JFreeChart (and JCommon)
  • JSoup
  • OpenCSV
  • SQLite3 Java Driver

##Implements:

• Markov Chain
• Monte Carlo Simulation of Random Walks
• Interaction with SQLite3 Embedded Relational Database
• Reading and Writing to CSV
• Web-Scraping
• Use of Yahoo Finance API
• Time-Series Visualization
• Desktop Application Development
  • GUI Creation with Swing
    • Concurrency