Cryptocurrency and stock analysis through simple performance metrics, volatility, correlations etc.
In this video, I show you how to use python modules like yfinance to read cryptocurrencies like bitcoin BTC, ethereum ETH, dogecoin DOGE, ripple XRP, etc.. to study different momentums through correlations, returns, cumulative returns, histograms, volatility etc. This video requires no coding background.
🛠️🛠️ Tools
Python - https://www.python.org/
yfinance - https://pypi.org/project/yfinance/
Google Colab - https://colab.research.google.com/
seaborn - https://seaborn.pydata.org/
pandas - https://pandas.pydata.org/
matplotlib - https://matplotlib.org/
⏲⏲Outline
00:00 Intro
02:40 Preparing google colab
03:30 listing our cryptocurrencies
03:51 getting the data using yfinance
04:28 displaying the dataframe head
05:14 reading adjusted closing prices
05:56 plotting adjusted prices of BTC, ETH, DOGE, XRP
10:00 calculating the percentage change returns
11:36 plotting adjusted prices of BTC, ETH, DOGE, XRP
12:52 histogram volatility plots of returns on BTC, ETH, DOGE, XRP
14:18 correlation matrix between BTC, ETH, DOGE and XRP
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