Interactive Python Dashboard with Dash and Deploy to Google Cloud Platform

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1. Interactive Python Dashboard with Dash and Deploy to Google Cloud Platform Doni Rubiagatra doni@zero-one-group.com surabaya.py - 26 April 2020
2. Doni Rubiagatra Co-Founder surabaya.py, Chairman PyCon 2019 Community Manager, Data Science Indonesia (East Java) Former Software Engineer kumparan Senior Software Engineer of Zero One Group
3. RENCANA HARI INI 01 LANDSCAPE PYTHON VISUALIZATION 02 DEMO WITH JUPYTER NOTEBOOK 03 DEMO DASH
4. Python Visualize Landscape that We Frequently Use
5. • Grandfather Of Python visualization • It has its origins in emulating the MATLAB graphics commands • Create Static Image files • Can create almost any plot type
6. • Built on the top of MATPLOTLIB • Create Nice looking static statistical plots • Can only create statistical plots on the documentation
7. • Mainly for Data Analysis • Use MATPLOTLIB as backend • Limited scope of plot types • Static Plots
8. • Interactivity / Web View • Geographical visualization • Fully Open Source • Newer tool with a smaller user-base than matplotlib • Generated html file or a server
9. • Can cause confusion because Plotly is both a company and an open source libary • Focused on interactive visualizations • Plotly has libraries for Javascript, React, R, and Python
11. • Can create a fully web app dashboard with multiple components, interactivity, and multiplots • It created by Plotly based on Flask and React • No Javascript required
12. NO JAVASCRIPT REQUIRED
13. Dash (Python - Plotly)
14. Dash (Python - Plotly)
15. THE DEMO https://github.com/rubiagatra/dash-covid19 https://rubiagatra.df.r.appspot.com/
16. REFERENCES • Dash Website Page • Storytelling with Data: A Data Visualization Guide for Business Professionals • Interactive Web-Based Data Visualization with R, plotly, and shiny (Chapman & Hall/CRC The R Series) • Interactive Data Visualization for the Web: An Introduction to Designing with D3 • Kaggle
17. Thanks for listening! Any questions? Doni Rubiagatra doni@zero-one-group.com surabaya.py - 26 April 2020 Interactive Python Dashboard with Dash and Deploy to Google Cloud Platform