Python for Finance and Crypto Data: pandas, APIs and Backtesting

Description

The Python for Finance and Crypto Data plugin equips users with the skills to analyze financial data and build trading strategies using Python.

Features

• Comprehensive API Integration — Easily pull live and historical data from popular APIs like Binance and CoinGecko.
• Data Cleaning and Analysis — Utilize pandas for cleaning, resampling, and merging time series data.
• Technical Indicators Calculation — Calculate key technical indicators and portfolio metrics from scratch.
• Backtesting Framework — Design and backtest trading strategies without look-ahead bias.
• Visualization Tools — Visualize market data and results using matplotlib and seaborn.
• Job Scheduling — Schedule Python jobs to run daily for automated data analysis.

How it works

1. Install the plugin and set up your development environment.
2. Use Python to pull data from selected APIs.
3. Clean and analyze the data using pandas.
4. Build and backtest your trading strategies.
5. Visualize your results and automate reporting.

Requirements

• A current WordPress install

Installation

1. Download the plugin from the marketplace.
2. Upload it to your WordPress site.
3. Activate the plugin and configure your settings.

Frequently asked questions

What is the main purpose of this plugin?

To help users analyze financial and crypto data using Python.

Do I need prior Python knowledge?

Basic knowledge of Python syntax is recommended.

Can I use this for live trading?

Yes, the plugin supports live trading setups.

What APIs does it support?

It supports Binance, CoinGecko, Dune, and Etherscan APIs.

Is there a capstone project included?

Yes, a capstone project is included to apply your learning.

Support & documentation

• Support: contact@cryptoliveleak.com