Dive into a comprehensive tutorial on Plotly Dash, an interactive web application framework for developing data products in Python. Learn to create dynamic dashboards and data-intensive applications using Python programming and the Flask framework. Explore various components of Plotly Dash, from creating charts and styling text to formatting layouts and efficiently coding parameter values. Master the creation of scatter plots, real-time charts from Pandas DataFrames, and interactive elements such as dropdown selectors, sliders, range sliders, input boxes, text areas, checkboxes, radio buttons, and date pickers. Discover how to leverage Markdown within Plotly Dash to enhance your applications. By the end of this 90-minute tutorial, gain the skills to develop powerful, interactive data visualization tools and web applications using Plotly Dash.
Overview
Syllabus
Introduction to Plotly Dash Web Application Development Framework | Plotly Dash Tutorial Part -1.
How to take help related to Plolty Dash components | Plotly Dash Tutorial Part -2.
Creating First Chart in Plotly Dash | Plotly Dash Tutorial Part -3.
Styling up the Text in Dash | Plotly Dash Tutorial Part -4.
How to Format Layout of Chart in Dash | Plotly Dash Tutorial Part -5.
How to efficiently code the parameters values in dash | Plotly Dash Tutorial Part -6.
How to Create Scatter Plot in Plotly Dash | Plotly Dash Tutorial Part -7.
Creating Real time chart form Pandas Dataframe in Plotly Dash | Plotly Dash Tutorial Part -8.
How to Create a Dropdown Selector Component in Dash | Plotly Dash Tutorial Part -9.
How to Explore Various Dash Dropdown Properties | Plotly Dash Tutorial Part -10.
How to create slider in Plotly Dash | Plotly Dash Tutorial Part -11.
How to Create Range Slider in Plotly Dash | Plotly Dash Tutorial Part -12.
How to create Text Input Box in Plotly | Plotly Dash Tutorial Part -13.
How to Create Text Area in Plotly Dash | Plotly Dash Tutorial Part -14.
How to Create Checkbox in Plotly Dash | Plotly Dash Tutorial Part -15.
How to Create Radio Button Plotly Dash | Plotly Dash Tutorial Part -16.
How to create Button in Plotly Dash | Plotly Dash Tutorial Part -17.
How to create Date Picker in Plotly Dash | Plotly Dash Tutorial Part -18.
How to Create Date Range Picker in Plotly Dash | Plotly Dash Tutorial Part -19.
How to use Markdown with Plotly Dash | Plotly Dash Tutorial Part -20.
Taught by
Data Science Tutorials
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Reviews
5.0 rating, based on 2 Class Central reviews
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i feel wonder after seeing this tutorial , it helps a lot to me to create the dashboard and lecturers have good content , i can suggest to everyone go through it.
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Manuel Carrasco YagueSimple Course on how to use Dash Core Components.
It needs a continuation on how to use the components to execute actions in your code.
