July 2026
Intermediate to advanced
536 pages
10h 39m
English
Content preview from Python for Algorithmic Trading Cookbook - Second EditionBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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4
Visualize Financial Market Data with Matplotlib, Seaborn, and Plotly Dash
The first step when working with data is to visualize and explore it. This is especially true when dealing with financial market data we rely on for trading. This chapter sets the stage by introducing five powerful data visualization libraries: pandas, Matplotlib, Seaborn, Plotly, and Plotly Dash.
Each tool has advantages and disadvantages and should be selected based on the use case. pandas has built-in plotting functionality using both Matplotlib and Plotly to render the charts. Matplotlib offers advanced functionality for building 3-dimensional surfaces and animated charts. Seaborn offers an array of statistical data visualizations. Plotly works with JavaScript for ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.