Social Media Data Analytics

课程

英语

12 时

(10 评论10)

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来自www.coursera.org

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4 序列
等级中级

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课程详情

教学大纲

Week 1 - Introduction to Data Analytics
In this first unit of the course, several concepts related to social media data and data analytics are introduced. We start by first discussing two kinds of data - structured and unstructured. Then look at how structured data, the primary focus of this course,...
Week 2 - Collecting and Extracting Social Media Data
In this unit we will see how to collect data from Twitter and YouTube. The unit will start with an introduction to Python programming. Then we will use a Python script, with a little editing, to extract data from Twitter. A similar exercise will then be done w...
Week 3 - Data Analysis, Visualization, and Exploration
In this unit, we will focus on analyzing and visualizing the data from various social media services. We will first use the data collected before from YouTube to do various statistics analyses such as correlation and regression. We will then introduce R - a pl...
Week 4 - Case Studies
In the final unit of this course, we will work on two case studies - both using Twitter and focusing on unstructured data (in this case, text). The first case study will involve doing sentiment analysis with Python. The second case study will take us through b...

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讲师

Chirag Shah
Associate Professor
Information and Computer Science

编辑

Rutgers, The State University of New Jersey (/ˈrʌtɡərz/), commonly referred to as Rutgers University, or RU, is an American public research university in New Jersey. It is the largest institution of higher education in New Jersey.