Official Repository of the paper.

Conda environment creation:

conda create env -n vaccine_hesitancy --python=3.9 -y

Activate conda environment

conda activate vaccine_hesitancy

Install Snakemake

CTM Installation:

git clone https://github.com/HuzeyfeAyaz/contextualized-topic-models.git
cd contextualized-topic-models
git checkout h5py_support
python setup.py install

Install all other dependencies

pip install -r requirements.txt

snakemake --cores=8

Note: This is the refactored version of the main code and not fully tested. Please use cautiously.

• If you used any code or want to refer the paper, please cite:

Ayaz H, Celik MH, Koytak HZ, Yanik IE (2024) Exploring vaccine hesitancy in digital public discourse: From tribal polarization to socio-economic disparities. PLOS ONE 19(11): e0308122. https://doi.org/10.1371/journal.pone.0308122

• BibTex Link