Learn how to insert free minutely crypto price data into PostgreSQL using SQLAlchemy, Python, and Pandas. You download the code at the Analyzing Alpha GitHub Repo. Steps to Insert the Crypto Price Data Below is the Python code demonstrated in …
Learn how to query price data from a PostgreSQL database using SQLAlchemy, Python, and Pandas. You can download the code at the Analyzing Alpha GitHub Repo. Steps to Query Price Data Using SQLAlchemy, Python & Pandas Below is the Python code …
Learn how to connect to a PostgreSQL database using Python and SQLAlchemy. SQLAlchemy allows us to abstract away much of the implementation so we can work with Python to manage our database objects. You can download the code at the Analyzing …
Getting accurate cryptocurrency price data is critical when backtesting discretionary and algorithmic crypto trading strategies. This post covers what I’ve found to be the best free and paid crypto data sources. I also demonstrate how to use Python & Pandas …
Learn how to backtest a high-frequency price shear mean reversion algorithmic trading system on multiple assets with multiple timeframes using Python and Pandas. In this video, we’ll download minutely data from Kaggle, resample the data into 5 minute and daily …
Peter Naur first termed Data Science in the year 1974. But, the journey had begun in ancient times. Here’s a chronicle about the history of data science, tracing its path from the formative collection methods to the most advanced forms …
Technical analysis is a methodology that uses past price and volume data to predict future prices. Here is a chronicle of the history of technical analysis and the significant events that have led to its evolution. When we set out …
Maximum Favorable Excursion (MFE) is the highest potential profit a trade earns before it is closed. Traders can use MFE to evaluate the trading system’s performance and maximize their profit potential by setting optimal take profit targets. The MFE is …
The Maximum Adverse Excursion (MAE) measures the potential loss or distance a trade has moved against you. Traders use the MAE to determine where to place a stop-loss order for their trading system. The MAE methodology is best suited for …
Profit Factor is a trading performance indicator defined as the ratio of gross profits to gross losses. A Profit Factor greater than 1.0 denotes a profitable system; a factor of 2.0 or more is good, while a factor above 3.0 …
