This is the data of Saudi stock market companies since 2000-01-01. It was collected from Saudi Stock Exchange (Tadawul) https://www.tadawul.com.sa/wps/portal/tadawul/home/

Content

Each row in the database represents the price of a specific stock at a specific date:

• symbol (Integer): The symbol or the reference number of the company

• name(String) Name of the company

• trading_name (String): The trading name of the company

• sectoer (String): The sector in which the company operates

• date (Date): The date of the stock price

• open (Decimal): The opening price

• high (Decimal): The highest price of the stock at that day

• low (Decimal): The lowest price of the stock at that day

• close (Decimal): The closing price

• change (Decimal): The change in price from the last day

• perc_Change (Decimal): The percentage of the change

• volume_traded (Decimal): The volume of the trades for the day

• value_traded (Decimal): The value of the trades for the day

• no_trades (Decimal): The number of trades for the day

Problem Statement

Using data science in the stock market is not new, but that doesn't apply for Saudi Stock Exchange (Tadawul), It needs to be explored and studied deeply, so we can cluster companies based on its behavior during the good and bad days. Also we can identify the days with a very large number of trades and try to understand the reason behind it. Finally we can predict the stocks prices.