Text Data and Machine Learning for Social Science
This repo includes slides and jupter notebooks for an introductory course on text analysis and machine learning, with a focus on social science applications.
/slides: contains the handout version of the slides
/notebooks: contains the Jupyter notebooks used for instruction and examples.
/scripts: contains runnable Python script versions of the notebooks
/data: includes the "death-penalty-cases.csv" data set, in case you would like to replicate the scripts or notebooks. The scripts and notebooks need to be run in the directory where this file is saved.
Materials for more advanced course at https://github.com/elliottash/legal_dna_2021