Course Details
Country:
Korea, South
Institution:
Yonsei University
Course Title:
APPLIED DATA ANALYSIS
Course Number:
POL4835
Course Description:
This course serves as an introduction to the programming language R and text mining. R is a free, open-source statistical computing environment. It is extremely powerful and flexible and is at the cutting edge of statistical software. R is also the best producer of statistical graphics available. This course is designed to introduce students to R syntax and then how to wrangle and visualize text, perform sentiment analysis, and run and interpret topic models. The first part of the course will be dedicated to learn R basics, focusing on a powerful set of tools known as the Tidyverse. We will cover the processes of data manipulation and visualization using the tools like dplyr and ggplot2. Building on that, the second part of the course will focus on various topics in text mining. Text mining is the practice of analyzing vast collections of textual materials to capture key concepts, trends, and
Language:
English
Approved Equivalent:
CDS 101
