The use of numerical values such as stock prices, trading volume, economic indicators, and financial data is fundamental to analyzing markets, and machine learning systems…
Sentiment analysis is the process of analyzing how a sentence contains emotions, such as happy, sad, like, dislike, anger, etc. It is mainly used to…
Whether or not we show compassion to “strangers who are not our friends or acquaintances” may depend not only on our personalities and beliefs, but…
Goal here is to get stock fundamental data and select high expected return stock using series of stock indicators. Below code uses finviz to get…
The correlation coefficient between time series data and the data shifted by n steps is called the autocorrelation coefficient.It is used to check if there…
The Buffett Indicator is the is a well known measure of the stock market condition using GDP data. To understand the basic logic behind the…
Goal here is to scrape margin debt from FINRA statistics report. Margin debt is the debt incurred by brokerage customers who use margin account for trading.…
Shiller PE ratio is cumbersome to estimate especially for stock group data e.g. S&P 500. It is convenient to scrape from website where historical and…