WZB R Tutorial study material

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Documents for R tutorial given at WZB accompanying the lecture "Studying Social Stratification with Big Data" (Hipp, Ulbricht) in winter semester 2018

View the Project on GitHub WZBSocialScienceCenter/wzb_r_tutorial

R Tutorial at the WZB

Instructor: Markus Konrad markus.konrad@wzb.eu, Wissenschaftszentrum Berlin für Sozialforschung (WZB)

This tutorial course accompanies the lecture “Studying Social Stratification with Big Data” (Hipp, Ulbricht) in winter semester 2018 at University Potsdam.

Study material

1 – Introduction

October 25, 2018

2 – R Basics I

November 01, 2018

3 – R Basics II

November 08, 2018

For this session there are no slides, because I’m not at the WZB to hold a presentation. Instead I provide you with a full document for self-study.

4 – R Basics III

November 15, 2018

For this session there are no slides, because I’m not at the WZB to hold a presentation. Instead I provide you with a full document for self-study.

5 - Transforming data with R I

November 22, 2018

For this session there are no slides, because I’m not at the WZB to hold a presentation. Instead I provide you with a full document for self-study.

6 - Recap / Transforming data with R II

November 29, 2018

7 - Reshaping data / plotting with ggplot2

December 06, 2018

8 - Text mining I

December 13, 2018

9 - Text mining II

January 10, 2019

10 - Record linkage

January 17, 2019

11 - Collecting data from the web – Querying APIs and web scraping with R

January 24, 2019

12 - Introduction to Machine Learning with R I

January 31, 2019

13 - Introduction to Machine Learning with R II

February 7, 2019