– Wickham, Hadley and Garrett Grolemund. 2016. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data, O'Reilly Media
– Jürgens, Pascal and Andreas Jungherr. 2016. A Tutorial for Using Twitter Data in the Social Sciences: Data Collection, Preparation, and Analysis (Available at SSRN: ssrn.com/abstract=2710146)
– Twitter developer documentation: developer.twitter.com/en/docs
The wave of digitalization has changed the way of governance. Public authorities utilize their online channels in diverse way, e.g., announcing the policy, participating in public discourse, communicating with public etc. This course introduces technical skills to collect and analyze such digital footprints. More concretely, this course introduces Twitter API and provides multiple examples of collecting and analyzing Twitter data in R. The course will start with general introduction of Twitter's API, available data and limitations. Subsequently, participants will learn how to collect diverse types of Twitter data (e.g., user timelines, tweets including certain keywords). To analyze collecting data, the course will discuss summary statistics of interested features, text analysis and simple network analysis (e.g. retweet network). Along with the data analysis, diverse possibilities for visualization will be demonstrated as well. During the course, students collect and analyze Twitter data based on their own research question (individually or in a small group). At the end of the course, students submit a report that summarize the process of data collection and analysis results. The course is held in English. Previous experience in R is preferable but not required.
The course is part of admission "sow250 Politikfeldanalyse SE2 SoSe".
Die Teilnahme an diesem Seminar setzt die Eintragung in das Seminar 1.07.069 voraus. Settings for unsubscribe:
At least one of these conditions must be fulfilled for enrolment:
Subject is Sozialwissenschaften and Degree is Fach-Bachelor
Subject is European Studies in Global Perspectives
Subject is Politik and Degree is Master of Education (Wirtschaftspädagogik)
Degree is Zwei-Fächer-Bachelor and Subject is Sozialwissenschaften
The enrolment is possible from 04.03.2021, 02:30 to 30.04.2021, 23:59.
The enrolment is only permitted for participants of the course: 1.07.069 Politikfeldanalyse: Policy Analysis in the Digital Age (Sommersemester 2021).
This setting is active from 16.02.2021 00:00 to 30.04.2021 23:59. Enrolment is allowed for up to 1 courses of the admission set.
A defined number of seats will be assigned to these courses.
The seats will be assigned in order of enrolment.