Get Dynamic Bitcoin Data in REAL TIME with Python - Intro to Deephaven - LINUX OS!!!
Today we will find a SIMPLE solution to one of the most complex data science problems - working with real-time dynamic live-streaming data!
We will learn how to fetch data directly from the Coinbase cryptocurrency exchange, we will then manipulate it, reconstruct it and even plot it! (YES! a graph that keeps MOVING CONSTANTLY as new data comes in and updated within microseconds! 😱😱😱)
And the best part is - no need to have any prior experience with web sockets or setting up your own server! 🤩
If you're wondering how it's even possible - allow me to introduce you to Deephaven! A very powerful open-core framework that made this entire process 100% beginner friendly!
Find out more on Github: https://github.com/deephaven
(Especially if you'd like to contribute to their open-source project 😉)
Or alternatively you can checkout their website for more info:
https://deephaven.io/
⏰ TIMESTAMPS ⏰
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00:00 - intro
00:55 - install Deephaven and dependencies
04:12 - quickhook vs setting up your own websocket
04:50 - Coinbase data stream overview
05:25 - basic data manipulation (drop columns)
07:04 - split data (filter rows of interest)
08:18 - highlight large volume transactions
11:31 - plot dynamic data
15:31 - extract new data features
23:00 - next steps
24:10 - thanks for watching! :)
🎥 MORE DATA SCIENCE TUTORIALS OF MINE 🎥
---------------------------------------------------------------
⭐ Pandas Basics:
• Basic Guide to Pandas! Tricks, Shortc...
⭐ Line Graph with Pandas:
• Professional Pandas Line Graph Plot i...
⭐ Plot Graphs with Matplotlib:
• Plotting Google Trends Graphs with Ma...
🤝 Connect with me 🤝
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🔗 Github:
https://github.com/mariyasha
🔗 Discord:
/ discord
🔗 LinkedIn:
/ mariyasha888
🔗 Twitter:
/ mariyasha888
🔗 Blog:
https://www.pythonsimplified.org
💳 Credits 💳
----------------------
⭐ Beautiful animated graphics by:
mixkit.co
⭐ Beautiful icons by:
flaticon.com
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