Welcome to this hands-on project on building your first interactive, data dashboard with the Streamlit library in Python. By the end of this project, you are going to be comfortable with using Python and Streamlit to build beautiful and interactive dashboards and web apps, all with zero web development experience! We are going to load, explore, visualize and interact with data, and generate dashboards in less than 150 lines of Python code!
Create Interactive Dashboards with Streamlit and Python
Create Interactive Dashboards with Streamlit and Python
Instructor: Snehan Kekre
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4.7
(389 reviews)
Intermediate level
Recommended experience
2 hours
Learn at your own pace
Hands-on learning
What you'll learn
Build interactive data dashboards with Streamlit and Python
Use Pandas for data manipulation in data science workflows
Create interactive plots with Plotly Python
Skills you'll practice
Details to know
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Taught in English
No downloads or installation required
Only available on desktop
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About this Guided Project
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In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Project Overview and Demo
Turn Simple Python Scripts into Web Apps
Load the Twitter US Airline Sentiment Data
Display Tweets in the Sidebar
Plot Interactive Bar Plots and Pie Charts
Plotting Location Data on an Interactive Map
Plot Number of Tweets by Sentiment for Each Airline
Word Cloud for Positive, Neutral, and Negative Tweets
Recommended experience
Prior experience with Python scripting and the use of the pandas library is recommended. Bonus if you have worked with Plotly before.
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4.7 (20 ratings)Offered by
How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.