Week 1: Introduction of the Course (2024/2/20)
Introduction: Data analysis, statistics, and social science
Section 1: Basic R Coding Skills
Week 2: R, Vector, and Object (2024/2/27)
Chapter 1, 2, & 4, Machlis, Sharon. 2019. Practical R for Mass Communication and Journalism. CRC Press
Chapter 1 & 2 in Kabacoff, Robert. 2015. R in Action, Data Analysis and Graphics with R. Manning Publications; 2 Edition
Week 3: Dataframe and Import Data (2024/3/6)
Chapter 4 & 5, Machlis, Sharon. 2019. Practical R for Mass Communication and Journalism. CRC Press
Chapter 4 in Kabacoff, Robert. 2015. R in Action, Data Analysis and Graphics with R. Manning Publications; 2 Edition
Week 4: Advanced Dataframe Manipulation (2024/3/13)
Data-wrangling-cheatsheet
Week 5: Data Mining and Visualization (2024/3/20)
Chapter 6 & 9, Machlis, Sharon. 2019. Practical R for Mass Communication and Journalism. CRC Press
Chapter 7 in Kabacoff, Robert. 2015. R in Action, Data Analysis and Graphics with R. Manning Publications; 2 Edition
Section 2: Advanced R Coding Skills
Week 6: Loop (2024/3/27)
Chapter 5 & 7, Machlis, Sharon. 2019. Practical R for Mass Communication and Journalism. CRC Press
Week 7: Spring Break (2021/4/3)
Week 8: Time Series Analysis (2021/4/10)
Week 9: Midterm Exam (2021/4/17)
Week 10: Form Data Mining to Project Development (2021/4/24)
Week 11: Text Mining (2021/5/1)
Online Lesson：http://regexone.com/
Week 12: Final Project Proposal Presentation (2021/5/8)
Week 13: Geographic Information System (2021/5/15)
Week 14: Web Crawler: Basic (2021/5/22)
Week 15: Table and Dynamic Web Page Scraping (2021/5/29)
Week 16: Final Presentation (2021/6/2) Monday Morning
Week 17: Final Paper Workshop (2021/6/12)
Week 18: Final Paper Writing (2021/6/19)
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