Department of Communication Science, University of Amsterdam

python computational social science automated content analysis big data communication content analysis communication science regular expressions machine learning sentiment analysis lxml supervised machine learning framing nlp topic modeling lda data science web scraping unsupervised machine learning xpath news dissemination news sharing nosql gensim scitkit-learn gephi word coocurrences basics of programming code literacy social sciences big pandas statsmodels regression graph database political communcation political communication news exposure scikit-learn networking audience studies pca media repertoires word co-occurrences scraping conference news use api natural language processing literature review selective exposure