Streaming Dataframes with Bytewax and Pandas by Zander Matheson

Join Zander Matheson / alexandermatheson , CEO of Bytewax (bytewax.io/ ), for a detailed live coding session on processing real-time data streams using Bytewax and Pandas (pandas.pydata.org/ ). This tutorial builds on our recent streaming Numpy guide (bytewax.io/blog/real-time-sto...) and shows how to transform Yahoo Finance (finance.yahoo.com/) WebSocket data into Pandas data frames.
The main chapters:
[00:00] Introduction to Bytewax and Pandas for real-time data processing.
[00:31] Setting up Yahoo Finance WebSocket for real-time stock data.
[01:39] Decoding Protobuf messages into readable formats.
[02:23] Creating and managing data flows with Bytewax.
[03:12] Converting data into Pandas dataframes.
[06:21] Handling real-time data updates efficiently.
[07:44] Practical applications for data analysis.
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[@T3metrics]

Good stuff. Entering my world.