The Book of Dash: Build Dashboards with Python and Plotly - Tapa blanda

Schroeder, Adam; Mayer, Christian; Ward, Ann Marie

 
9781718502222: The Book of Dash: Build Dashboards with Python and Plotly
Tapa blanda
ISBN 10: 1718502222 ISBN 13: 9781718502222
Editorial: No Starch Press, 2022

Sinopsis

Create stunning interactive dashboard applications in Python with the Dash visualization and data analysis tool. Build interfaces that make sense of your data, and make it pretty.

A swift and practical introduction to building interactive data visualization apps in Python, known as dashboards. You’ve seen dashboards before; think election result visualizations you can update in real time, or population maps you can filter by demographic. With the Python Dash library you’ll create analytic dashboards that present data in effective, usable, elegant ways in just a few lines of code.
 
The book is fast-paced and caters to those entirely new to dashboards. It will talk you through the necessary software, then get straight into building the dashboards themselves. You’ll learn the basic format of a Dash app in a Twitter analysis dashboard that tracks numbers of likes over time. You’ll then build up skills through three more sophisticated projects. The first compares world data in three areas: volume of internet usage, percentage of parliament seats held by women, and CO2 emissions; the second is a financial portfolio dashboard that models your investments; and the third is visualizesmachine learning algorithms. The final chapter sets you up with some useful final skills, like debugging your code and applying color themes.
 
In this book you will:

  • Create and run your first Dash apps
  • Use the pandas library to manipulate and analyze social media and API data
  • Create a variety of stunning and effective charts using Plotly
  • Learn to use bar charts, chloropleth maps, contour plots, and more
  • Examine and build on existing apps written by the pros
    •  
    Dash combines several technologies to get you building dashboards quickly and efficiently. This book will do the same.

    "Sinopsis" puede pertenecer a otra edición de este libro.

    Acerca del autor

    Adam Schroeder has been teaching Plotly Dash for over two years on YouTube as @CharmingData. His videos have over 60 thousand views per month. Adam is passionate about helping people learn data visualization. He has an M.A. in Government and Conflict Resolution and currently works at Plotly.
     
    Christian Mayer has a PhD in computer science and is the founder of the popular Python site Finxter.com, an educational platform that helps more than 3 million people a year learn to code. He has published a number of books, including the Coffee Break Python series, and is the author of Python One-Liners (No Starch Press, 2020).
     
    Ann Marie Ward is a Dash contributor and a moderator on the Dash community forum. Ann Marie has a BA in Economics and is a retired CEO. She discovered Dash when searching for a better way to analyze financial data and was so amazed by what's possible to create with Dash that she started to learn Python, JavaScript and R. Her contributions to Dash include improving documentation, fixing bugs, and adding features.

    "Sobre este título" puede pertenecer a otra edición de este libro.

    Editorial
    No Starch Press
    Año de publicación
    2022
    Idioma
    Inglés
    ISBN 10 
    1718502222
    ISBN 13 
    9781718502222
    Encuadernación
    Tapa blanda
    Número de páginas
    224
    Contacto del fabricante
    no disponible
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    Pärnu mnt 139b-14
    Tallinn
    11317
    Estonia