700+ courses, half price
コースの説明
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.
前提条件
カリキュラム
コース概要
1
Basics of Analyzing Twitter Data
Why analyze Twitter, how to access Twitter APIs, and understanding Twitter JSON.
- Analyzing Twitter data50 XP
- Why Analyze Twitter Data?50 XP
- Uses of Twitter analysis50 XP
- Collecting data through the Twitter API50 XP
- Twitter APIs50 XP
- Setting up tweepy authentication100 XP
- Collecting data on keywords100 XP
- Understanding Twitter JSON50 XP
- Loading and accessing tweets100 XP
- Accessing user data100 XP
- Accessing retweet data100 XP
2
Processing Twitter text
How to process Twitter text.
3
Twitter Networks
Network analysis with Twitter data.
4
Putting Twitter data on the map
How to map Twitter data.
Analyzing Social Media Data in Python
コース修了
