TRADING BOT USING MOVING AVERAGES
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XBTUSD Trading Bot
The XBTUSD Trading Bot is a sophisticated solution for analyzing and trading Bitcoin-US Dollar exchange rate data. The project utilizes the power of the Python libraries, pandas and numpy, to process a large data file containing XBTUSD exchange rate information. The data is stored in an excel file, which is loaded into a pandas DataFrame for easy manipulation ad analysis.
CLIENT
Classified
DATE
August 2020
CATEGORY
IA / Data
LOCATION
Colombia
The implementation of the trading bot involves readimg the XBTUSD data file, cleaning and transforming the data, and then calculating moving averages for the price of XBTUSD. The code employs the rolling function from the pandas library to calculate the moving averages, which are commonly used technical indicator in trading. In this project, three different moving averages were calculated, with window sizes of 42, 20 and 252 days.
The advantages of this project are many, including the ability to process and analyze large amounts of financial data quickly and easily. The use of pandas and numpy allows for efficient data cleaning, transformation and calculation of technical indicators, such as moving averages. Additionally, the ability to calculate moving averages with just a few lines of code makes it easier for traders to quickly analyze trends in the XBTUSD exchange rate, leading to more informed and profitable trading decisions. The XBTUSD Trading Bot is a valuable tool for traders looking to maximize their success in the Bitcoin-US Dollar market.
