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The Book of Dash : Créer des tableaux de bord avec Python et Plotly

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Découvrez comment concevoir des applications de tableaux de bord interactives et élégantes grâce à Python, Dash et Plotly. Ce guide pratique, écrit par Adam Schroeder, Christian Mayer et Ann Marie Ward, vous accompagne pas à pas dans la création de visualisations de données performantes, allant de simples analyses Twitter à des projets complexes de...

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Description produit

Marque
GENERIC
Titre principal
The Book of Dash: Build Dashboards with Python and Plotly
Editeur
No Starch Press
Type de produit
Paperback
Présentation du livre
Paperback
Release date
10/25/2022 12:00:00 AM
Langue d'origine
English
ISBN
1718502222
Dimensions
6.89 x 0.57 x 9.06 inches
Nombre de pages de livre
224 pages
Langue - Librairie
English
Résumé
Create stunning interactive dashboard applications in Python with the Dash visualization and data an*lysis 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 an*lytic 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 an*lysis 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 appsUse the pandas library to manipulate and an*lyze social media and API dataCreate a variety of stunning and effective charts using PlotlyLearn to use bar charts, chloropleth maps, contour plots, and moreExamine and build on existing apps written by the prosDash combines several technologies to get you building dashboards quickly and efficiently. This book will do the same. Read more
Auteur(s)
Adam Schroeder, Christian Mayer, Ann Marie Ward
Date de parution
10/25/2022 12:00:00 AM