Code and data to accompany Influencer-Generated Reference Groups by Junque de Fortuny and Lee 2021, t.b.d.
[TOC]
Our code relies on the following tools which must be installed prior to running the code.
| Name | URL |
|---|---|
| NLTK wordnet lemmatizer | https://www.nltk.org/howto/wordnet.html |
| LIWC | http://liwc.wpengine.com/ |
| SentiWordNet | https://github.com/aesuli/SentiWordNet |
| General Inquirer (GI) | http://www.wjh.harvard.edu/~inquirer/ |
| ANEW | https://csea.phhp.ufl.edu/media/anewmessage.html |
| Sentic | https://sentic.net/ |
| Evaluative Lexicon | http://www.evaluativelexicon.com/ |
| Name | URL |
|---|---|
| Weighted Dirichlet Prior GMM | https://scikit-learn.org/stable/modules/mixture.html https://github.com/ktrapeznikov/dpgmm |
| Name | URL |
|---|---|
| Counter-fitting | https://github.com/nmrksic/counter-fittingNLTK |
| Numberbatch Embeddings | https://github.com/commonsense/conceptnet-numberbatch |
| ConceptNet | https://conceptnet.io/ |
| UMAP | https://umap-learn.readthedocs.io/en/latest/ |
| Name | URL |
|---|---|
| DISTS | https://github.com/dingkeyan93/DISTS |
| BRISQUE (alternative image quality analysis) | https://github.com/ocampor/notebooks/blob/master/notebooks/image/quality/brisque.ipynb |
- Clone the github repository
- Tools need to be installed in the src/lib folder
- Data should be placed in the src/data folder
- An empty src/output folder should be created.
- Run by opening Main.ipynb