In 2017, some financial companies uses advanced algorithms from data analystic to conduct 100% automatic finacial trading instead of human trading and analysis. I think this project is a good opportunity to help me figure out the relationship between different stock wave.
How the wave of Nasdaq index are affected by Amazon and Facebook?
To explore how the wave of Nasdaq index are affected by Amazon and Facebook, I want to break down to different topics about the financial markets.
The statistics of daily historical stock prices & volumes for one year under this category, I will compare from Nasdaq index, Amazon and Facebooks.
The mainly resource I will use is http://www.nasdaq.com
Both for short term and long term analysis, the related stock news will be used for analysis by sentiments in order to match for complexity.
Data scraping http://www.nasdaq.com/symbol/ndaq/historical http://www.nasdaq.com/symbol/amzn/historical
Data sentiments http://www.nasdaq.com/symbol/amzn/news-headlines
The visualization of data is to compare the wave and pattern of trend for Nasdaq. Use R’s tm package to create corpora and execute a corpus cleaning algorithm Attempt various combinations of classification algorithms using RTextTools sentiment analysis