Introduction to Network Analysis with R
Introduction to Network Analysis with R (Online Workshop!)
Lecturer(s): Dr. Markus Gamper, Dr. Raphael H. Heiberger
Date: 26.11 – 27.11.2020 ics-file
Location: Online via Zoom / Course language: English
Course description
This workshop provides an introduction into theoretical concepts as well as methods of data collection and analysis for social networks with R. The first day is dedicated to definitions and terminologies, influential models and their importance for the empirical collection of network data. We investigate several examples of research (data) and reflect on suitable research questions and requirements of research designs in the process of collecting data. Various approaches are discussed, along with the potential drawbacks and biases of the resulting measures. We also provide examples for network questions from traditional survey questionnaires. In addition, we will analyze social networks with the open-source software R. We start with introducing two of the most popular packages for SNA in R, “igraph” and “statnet”. After understanding relevant objects and packages’ organization, we describe the intuition behind structural and positional network metrics, such as density, centrality, or modularity, and practice their calculation as well as their visualization.
Keywords
quantitative methods, research design, data collection and analysis, complete networks, R
Learning objectives
After completion of this workshop, participants should be able to 1) cite and critically reflect the relevant key literature on social networks, 2) develop a research design aimed at collecting quantitative complete network data with the help of name generators, and 3) analyze positional and structural characteristics of networks using a R.
Prerequisites
Participants should possess a general affinity toward social science theory. Participants should also be open to acquainting themselves with quantitative methods. However, no advanced statistical knowledge is required.
Participation fee
Academic/non-profit rate | 240 EUR |
Commercial rate | 480 EUR |
Student rate* | 160 EUR |
*Admission required
I agree to the following terms and conditions.
Child Care
Please note, that unfortunately we are not able to offer childcare during this event. Please email the administrative coordination to receive a list of fee required local childcare suppliers.
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