Explore the world of interactive data visualization and dashboard creation with Plotly and Dash in this comprehensive tutorial series. Learn to build Excel-like dashboards using Python's Dash framework, mastering various chart types, components, and styling techniques. Dive into Plotly's powerful features for creating scatter plots, bar charts, line graphs, and more. Discover how to integrate real-time data, implement user interactivity through callbacks, and utilize advanced components like dropdowns, sliders, and date pickers. Progress from basic concepts to advanced topics, including sentiment analysis, working with live Twitter data, and deploying your Dash applications. Gain hands-on experience with practical examples and learn to create professional-grade data visualization GUIs that bring your data to life.
Overview
Syllabus
How to build Interactive Excel Dashboards.
Overview of Python Dash Framework from Plotly for Building Dashboards.
Full Dash App - Data Visualization GUIs with Dash and Python p.12.
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.
Plotly Python - Introduction of plotly data visualization and creating plotly chart.
Plotly Python - Introduction of plotly data visualization and creating plotly scatter chart.
Plotly Python - Data Visualization in Python with Real Data | Adding Layout to plotly Chart.
Plotly Python - Plotly bar chart | Plotly Python data visualization.
Plotly Python - Plotly Scatter chart | Plotly Python data visualization.
Plotly Python - Plotly Line chart | Plotly Python data visualization.
Plotly Python - Plotly multi line chart| Plotly Python data visualization.
Plotly Python - Adding points to Plotly line chart| Plotly Python data visualization |.
Plotly Python - Plotly Automate multiple lines on the line chart | Plotly Python data visualization.
Plotly Data Visualization in Python - Part 10 | How to Create a bar chart in Plotly.
Plotly Data Visualization in Python | Part 11 | Creating a group bar chart in Plotly.
Plotly Data Visualization in Python | Part 12 | how to create a stack bar chart in plotly.
Plotly Data Visualization in Python | Part 13 | how to create bar and line combo chart in Plotly.
Plotly Data Visualization in Python | Part 14 | How to customize colors in plotly charts.
Plotly Data Visualization in Python | Part 15 | How to Create Plolty Bubble Chart.
Plotly Data Visualization in Python | Part 16 | How to create plotly bubble chart by categories.
Plotly Data Visualization in Python | Part 17 | Histogram in Plotly.
Plotly Data visualization in Python | Part 18 | Box Plot chart in Plotly.
Plotly Data Visualization in Python | Part 19 | How to create scatter plot matrix in plotly.
Plotly Data Visualization in Python | Part 20 | How to add dimension to scatterplot matrix in plotly.
Dash: Plotly's Pythonic Web Application Framework.
Connecting a Data Source to Dash.
ARGO Labs - Plotly Dash Tutorial.
Plotly Dash Tutorial - Creating your first app (Video 01).
Plotly Dash Tutorial - Styling your app with Bootstrap (Video 02).
Plotly Dash Tutorial - Making your app interactive by adding @callbacks (Video 03).
Plotly Dash Tutorial - Working with table and map (Video 04).
Plotly Dash Tutorial - Drilling Down in a DataTable Component (Video 05).
Intro - Data Visualization GUIs with Dash and Python p.1.
Interactive User Interface - Data Visualization GUIs with Dash and Python p.2.
Dynamic Graph based on User Input - Data Visualization GUIs with Dash and Python p.3.
Live Graphs with Events - Data Visualization GUIs with Dash and Python p.4.
Vehicle sensor data App Example - Data Visualization GUIs with Dash and Python p.5.
Sentiment Analysis in Python with TextBlob and VADER Sentiment (also Dash p.6).
Streaming Tweets and Sentiment - Data Visualization GUIs with Dash and Python p.7.
Reading from our sentiment database - Data Visualization GUIs with Dash and Python p.8.
Live Twitter Sentiment Graph - Data Visualization GUIs with Dash and Python p.9.
Dynamically Graphing Terms for Sentiment - Data Visualization GUIs with Dash and Python p.10.
Deploy Dash App - Data Visualization GUIs with Dash and Python p.11.
dash flask.
Dash and Python 1: Setup.
Dash and Python 2: Dash Core Components.
Dash and Python 3: Using CSS.
Dash and Python 4: Callbacks.
Dash and Python 5: Callbacks with State & HTML Tables.
Dash and Python 6: Interacting With Plotly Charts.
Realtime Graphs and Charts with Plotly and Firebase.
Dash in 5 Minutes.
Getting Started with Plotly and Jupyter!.
What is D3JS - A quick practical guide.
Data Visualization with D3.js - Full Tutorial Course.
Taught by
Swann Proust
