Creating Data Dashboards with Python: Build Interactive and Insightful Dashboards Using Python
商品資訊
ISBN13:9798285424734
出版社:Independently published
作者:Miguel Farmer
出版日:2025/05/26
裝訂:平裝
規格:22.9cm*15.2cm*1.3cm (高/寬/厚)
商品簡介
Unlock the power of Python to design and develop dynamic data dashboards that deliver actionable insights with ease. This practical guide walks you through building interactive visualizations that allow users to explore and understand complex datasets through intuitive dashboards.
Whether you're a data analyst, developer, or business professional, this book teaches you how to harness popular Python libraries to create dashboards that are not only functional but also visually appealing and easy to use.
What you'll learn:
Setting up your Python environment for dashboard development
Using libraries like Dash, Plotly, and Bokeh for interactive visualizations
Designing layouts and user interfaces for dashboards
Connecting dashboards to live data sources and databases
Implementing filters, dropdowns, and input controls for user interaction
Creating charts, maps, and tables to visualize different data types
Optimizing dashboards for performance and responsiveness
Deploying dashboards as web applications
Best practices for data storytelling and dashboard design
Real-world examples and case studies to reinforce concepts
By the end of this book, you'll be able to create powerful, interactive dashboards that transform data into insights accessible to all stakeholders.
Perfect for anyone looking to build engaging and effective data dashboards using Python.
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