Want to start your own crypto analysis?
Keen to apply a little Python or Data Science to your finances?
Well this series is for you!
In this video, we’ll kick off the MLTrader series where we’re going to take a look at how to apply machine learning and data science to trading and finance. In this first episode we’ll take a look at how to extract and analyse real time securities and crypto data from Binance using the API and Pandas.
In this video you’ll learn how to:
- Setup the Binance API for Data Analysis
- Pull OHLCV, Depth and Ticker data from Binance using Python
- Perform Exploratory Data Analysis with Binance Data
- Visualise Candlesticks using MPLFinance
Get the code for this tutorial: https://github.com/nicknochnack/BinanceEDA
Links Mentioned
Binance: https://www.binance.com/en
Python Binance: https://python-binance.readthedocs.io/en/latest/
MPLFinance: https://github.com/matplotlib/mplfinance
Pandas Crash Course: https://youtu.be/tRKeLrwfUgU
Chapters
0:00 - Start
0:39 - What’s Covered
1:58 - Tutorial Start
3:20 - 1. Setup
10:48 - 2. Authenticate
11:38 - 3. Get Ticker Data from Binance
17:58 - 4. Get Market Depth
21:16 - 5. Get Historical OHLCV Data
30:44 - 6. Preprocess and Explore OHLCV using Pandas
37:41 - 7. Visualize Candlesticks using MPLFinace
42:21 - Wrap Up
Oh, and don’t forget to connect with me!
LinkedIn: https://bit.ly/324Epgo
Facebook: https://bit.ly/3mB1sZD
GitHub: https://bit.ly/3mDJllD
Patreon: https://bit.ly/2OCn3UW
Join the Discussion on Discord: https://bit.ly/3dQiZsV
Happy coding!
Nick
P.s. Let me know how you go and drop a comment if you need a hand!
#pandas #python #api
