Syllabus

The course revolves around three main themes:

• Classic Statistics: Descriptive statistics, uncertainty, correlation and regression analysis.

• Computational Text Analysis: Digital corpus management, word frequency and dictionary methods, text classification, topic models and sentiment analysis.

• Visualising spatial information using GIS (Geographic Information Systems) tools.

• Social Network Analysis: visualising social networks, global and local metrics and community detection.