Welcome to this project-based course on Analyzing Box Office Data with Plotly and Python. In this course, you will be working with the The Movie Database (TMDB) Box Office Prediction data set. The motion picture industry is raking in more revenue than ever with its expansive growth the world over. Can we build models to accurately predict movie revenue? Could the results from these models be used to further increase revenue? We try to answer these questions by way of exploratory data analysis (EDA) and feature engineering. We will primarily use Plotly for data visualization. Plotly Python which is Plotly's Python graphing library makes interactive, publication-quality graphs ready for both online and offline use.
Analyze Box Office Data with Plotly and Python
Taught in English
Instructor: Snehan Kekre
9,632 already enrolled
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Recommended experience
(236 reviews)
What you'll learn
Produce interactive data visualizations with Plotly Python
Use Plotly Python and Seaborn during EDA and feature engineering
Skills you'll practice
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Guided Project
Recommended experience
(236 reviews)
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About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Analyze Movie Release Dates
Preprocess Features
Create Features Based on Release Date
Use Plotly to Visualize the Number of Films Per Year
Number of Films and Revenue Per Year
Do Release Days Impact Revenue?
Relationship between Runtime and Revenue
Recommended experience
Some experience in programming in Python.
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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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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.
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