The following is an implementation of Walter and Ophir's ANTMN computational frame analysis method using the BERTopic topic modeling library. The aim of the method is to automatically generate frame packages used in news articles based on how certain themes are mentioned across news sources.
For further details see:
@article{nagy2024testing,
title={Testing an Inductive Mixed-method Computational Approach to News Frame Analysis: An analysis of Hungarian online reporting of the 2014 Russia-Ukraine conflict},
author={Nagy, Mih{\'a}ly},
year={2024},
publisher={International Federation of Library Associations and Institutions (IFLA)}
}
Walter and Ophir's method:
@article{walter2019news,
title={News frame analysis: An inductive mixed-method computational approach},
author={Walter, Dror and Ophir, Yotam},
journal={Communication Methods and Measures},
volume={13},
number={4},
pages={248--266},
year={2019},
publisher={Taylor \& Francis}
}
To access the data used for this project see the ELTE-DH Zenodo repositories.