π ΠΠ½ΡΠ΅ΡΠ°ΠΊΡΠΈΠ²Π½ΡΠ΅ Π΄Π°ΡΠ±ΠΎΡΠ΄Ρ ΠΈ ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΡ Ρ Plotly ΠΈ Dash [2022] ΠΠ»ΠΈΠ°Ρ ΠΠ°Π±Π±Π°Ρ
Π€ΡΠ΅ΠΉΠΌΠ²ΠΎΡΠΊ Dash ΠΏΡΠ΅Π΄ΠΎΡΡΠ°Π²Π»ΡΠ΅Ρ ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠ°ΠΌ Python Π±Π»Π΅ΡΡΡΡΠΈΠ΅ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΠΈ ΡΠΎΠ·Π΄Π°Π½ΠΈΡ ΠΏΠΎΠ»Π½ΠΎΡΠ΅Π½Π½ΡΡ ΠΌΠ½ΠΎΠ³ΠΎΡΡΠ½ΠΊΡΠΈΠΎΠ½Π°Π»ΡΠ½ΡΡ ΠΈΠ½ΡΠ΅ΡΠ°ΠΊΡΠΈΠ²Π½ΡΡ Π²Π΅Π±-ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠΉ ΠΈ Π΄Π°ΡΠ±ΠΎΡΠ΄ΠΎΠ² Π±Π΅Π· Π·Π½Π°Π½ΠΈΡ ΡΠ·ΡΠΊΠ° JavaScript. ΠΡΠΎΡΠΈΡΠ°Π² ΡΡΡ ΠΊΠ½ΠΈΠ³Ρ, Π²Ρ Π½Π°ΡΡΠΈΡΠ΅ΡΡ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΡ ΠΏΠΎΡΠ΅Π½ΡΠΈΠ°Π» Π²ΠΈΠ·ΡΠ°Π»ΠΈΠ·Π°ΡΠΈΠΈ Dash ΠΏΠΎ ΠΌΠ°ΠΊΡΠΈΠΌΡΠΌΡ. ΠΠΎΠ·Π½Π°ΠΊΠΎΠΌΠΈΡΠ΅ΡΡ Ρ ΡΠΊΠΎΡΠΈΡΡΠ΅ΠΌΠΎΠΉ Dash, Π΅Π΅ ΠΎΡΠ½ΠΎΠ²Π½ΡΠΌΠΈ ΠΏΠ°ΠΊΠ΅ΡΠ°ΠΌΠΈ ΠΈ ΡΡΠΎΡΠΎΠ½Π½ΠΈΠΌΠΈ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠ°ΠΌΠΈ. Π£Π·Π½Π°Π΅ΡΠ΅, ΠΊΠ°ΠΊ ΡΠΎΠ·Π΄Π°Π²Π°ΡΡ Π±Π°Π·ΠΎΠ²ΠΎΠ΅ ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠ΅ Dash ΠΈ Π½Π°ΠΏΠΎΠ»Π½ΡΡΡ Π΅Π³ΠΎ Π½ΡΠΆΠ½ΡΠΌ Π²Π°ΠΌ ΡΡΠ½ΠΊΡΠΈΠΎΠ½Π°Π»ΠΎΠΌ. Π‘ΠΌΠΎΠΆΠ΅ΡΠ΅ ΠΈΠ½ΡΠ΅Π³ΡΠΈΡΠΎΠ²Π°ΡΡ Π² ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠ΅ Π²ΡΠΏΠ°Π΄Π°ΡΡΠΈΠ΅ ΡΠΏΠΈΡΠΊΠΈ, ΡΠ»Π°ΠΉΠ΄Π΅ΡΡ ΠΈ ΠΌΠ½ΠΎΠ³ΠΎΠ΅ Π΄ΡΡΠ³ΠΎΠ΅ ΠΈ ΡΠ²ΡΠ·ΡΠ²Π°ΡΡ ΠΈΡ Ρ Π³ΡΠ°ΡΠΈΠΊΠ°ΠΌΠΈ ΠΈ Π΄ΡΡΠ³ΠΈΠΌΠΈ ΡΠ»Π΅ΠΌΠ΅Π½ΡΠ°ΠΌΠΈ Π²ΡΠ²ΠΎΠ΄Π°. Π ΠΈΡΠΎΠ³Π΅ Π²Ρ ΠΎΡΠ²ΠΎΠΈΡΠ΅ Π½Π°Π²ΡΠΊΠΈ, Π½Π΅ΠΎΠ±Ρ ΠΎΠ΄ΠΈΠΌΡΠ΅ Π΄Π»Ρ ΡΠΎΠ·Π΄Π°Π½ΠΈΡ ΠΈ ΡΠ°Π·Π²Π΅ΡΡΡΠ²Π°Π½ΠΈΡ ΠΏΠΎΠ»Π½ΠΎΡΠ΅Π½Π½ΡΡ ΠΈΠ½ΡΠ΅ΡΠ°ΠΊΡΠΈΠ²Π½ΡΡ ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠΉ ΠΈ Π΄Π°ΡΠ±ΠΎΡΠ΄ΠΎΠ², Π²Π½Π΅ΡΠ΅Π½ΠΈΡ Π² Π½ΠΈΡ Π½ΡΠΆΠ½ΡΡ ΠΈΠ·ΠΌΠ΅Π½Π΅Π½ΠΈΠΉ Ρ ΠΏΠΎΠΌΠΎΡΡΡ ΡΠ΅ΡΠ°ΠΊΡΠΎΡΠΈΠ½Π³Π° ΠΊΠΎΠ΄Π° ΠΈ Π΄ΠΎΠΏΠΎΠ»Π½Π΅Π½ΠΈΡ Π»ΡΠ±ΡΠΌ ΡΡΠ΅Π±ΡΠ΅ΠΌΡΠΌ ΡΡΠ½ΠΊΡΠΈΠΎΠ½Π°Π»ΠΎΠΌ.
π Interactive Dashboards and Data Apps with Plotly and Dash [2021] Elias Dabbas
With Plotly's Dash framework, it is now easier than ever for Python programmers to develop complete data apps and interactive dashboards. Dash apps can be used by a non-technical audience, and this will make data analysis accessible to a much wider group of people. This book will help you to explore the functionalities of Dash for visualizing data in different ways and getting the most out of it.
The book starts with an overview of the Dash ecosystem, its main packages, and the third-party packages crucial for structuring and building different parts of your apps. You'll learn how to create a basic Dash app and add different features to it. Next, you'll integrate controls such as dropdowns, checkboxes, sliders, date pickers, and more in the app and then link them to charts and other outputs. Depending on the data you are visualizing, you'll also add several types of charts, including scatter plots, line plots, bar charts, histograms, and maps, as well as explore the options available for customizing them.