Analyzing Social Media Data in Python
In this course, you'll learn how to collect Twitter data and analyze Twitter text, networks, and geographical origin.
- 4 hours
- 14 Videos
- 51 Exercises
- 6,250 Participants
- 4,000 XP
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Course Description
Twitter produces hundreds of million messages per day, with people around the world discussing sports, politics, business, and entertainment. You can access thousands of messages flowing in this stream in a matter of minutes. In this course, you will learn how to collect Twitter data and analyze tweet text, Twitter networks, and the geographical origin of the tweet. We'll be doing this with datasets on tech companies, data science hashtags, and the 2018 State of the Union address. Using these methods, you will be able to inform business and political decision-making by discovering the prevalence of important topics, the diversity of discussion networks, and a topic's geographical reach.
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1
Basics of Analyzing Twitter Data
FreeWhy analyze Twitter, how to access Twitter APIs, and understanding Twitter JSON.
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Twitter Networks
Network analysis with Twitter data.
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Processing Twitter text
How to process Twitter text.
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Putting Twitter data on the map
How to map Twitter data.
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1
Basics of Analyzing Twitter Data
FreeWhy analyze Twitter, how to access Twitter APIs, and understanding Twitter JSON.
-
Processing Twitter text
How to process Twitter text.
-
Twitter Networks
Network analysis with Twitter data.
-
Putting Twitter data on the map
How to map Twitter data.
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Alex Hanna
Computational Social Scientist
Alex Hanna is a computational social scientist working in the areas of politics, natural language processing, and fairness in machine learning and artificial intelligence.
See MoreCollaborators
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Greg Wilson
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Kara Woo
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David Campos
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Shon Inouye
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Eunkyung Park