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

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

 
9781718502222: The Book of Dash: Build Dashboards with Python and Plotly
Brossura
ISBN 10: 1718502222 ISBN 13: 9781718502222
Casa editrice: No Starch Press, 2022

Sinossi

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.

    Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

    Informazioni sull?autore

    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.

    Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

    Editore
    No Starch Press
    Data di pubblicazione
    2022
    Lingua
    Inglese
    ISBN 10 
    1718502222
    ISBN 13 
    9781718502222
    Rilegatura
    Copertina flessibile
    Numero di pagine
    224
    Contatto del produttore
    non disponibile
    Persona responsabile
    non disponibile