Repository of DSoC 2025_v2
Creators: name: Cruz, Frances Antoinette
Publisher: name: Zenodo
Year: 2025
Subjects: Moros
Nationalism
Philippines
Securitization

description: v2.0 - 11/4-2025

 

Update added for multinomial logistic regression tests (R).

 

_______________

v1.0

 

This repository contains data, metadata, and tests used for the study Digital Specters of Colony: Securitization, Moros, and the Age of Social Media by Frances Cruz. It contains the following folders: 

 

1) Metadata





Metadata of the speech corpus







 Metadata of the news corpus







Link to the k1 social media corpus and data paper



2) R tests





Folder of multinomial tests



Associated with Chapter 6.1.2









Folder of linear model and rank-based estimation for linear models (Rfit) results



Associated with Chapter 6.1.3









Folder of binomial tests



Associated with Chapter 6.1.3









 Folder of paired tests



Associated with Chapter 6.1.1 and Chapter 6.2









ck1 based on Cruz (2024) (https://zenodo.org/doi/10.5281/zenodo.10971589)



3) Python tests





Folder of word2vec tests for the news corpus



Associated with Chapter 6.2









Folder of word2vec tests for the social media corpus 



Associated with Chapter 6.2









Folder of emotion and sentiment classification



Associated with Chapter 6.1.1









  Folder of key word removal code



Associated with 6.1.1





4) k1





Folder of fastText word embedding results



Associated with Chapter 5.3.2









Folder of search terms and for k1 creation



Associated with Chapter 5.3.2









Folder of language classification



 Associated with Chapter 5.2





5) ReadMe

 

 

References

 

These tests make use of the dataset found here:

 

https://zenodo.org/doi/10.5281/zenodo.10971589

 

And the following papers:

 

Cruz, F. A. (2024). A Multilingual Collection of Facebook Comments on the Moro Identity and Armed Conflict in the Southern Philippines. Journal of Open Humanities Data, 10(1), 41. DOI: 10.5334/johd.219

 

Cruz, F. & Kestemont, M. (2022). Multilinguals Write Back: Modeling Language, Politics and Identity in Philippine Social Media. Responding to Asian Diversity: Proceedings of the Digital Humanities 2022 International Conference (DH2022), July 25-29, 2022, Online, University of Tokyo, Japan. 188-190. https://dh2022.dhii.asia/dh2022bookofabsts.pdf 

 

Cruz, F. (2025). Digital Specters of the Colony: Securitization, Moros, and the Age of Social Media. University of Antwerp/Ghent University.

 

BibTex

 

@article{Cruz_2024, title={A multilingual collection of Facebook comments on the Moro identity and armed conflict in the southern philippines}, volume={10}, DOI={10.5334/johd.219}, journal={Journal of Open Humanities Data}, author={Cruz, Frances Antoinette}, year={2024}, month={Jul}, pages={1–8}} 



@inbook{Cruz_Kestemont_2022, place={Tokyo, Japan}, title={Digital Humanities 2022 International Conference}, url={https://dh2022.dhii.asia/dh2022bookofabsts.pdf}, booktitle={Responding to Asian Diversity: Proceedings of the Digital Humanities 2022 International Conference }, publisher={Alliance of Digital Humanities Organizations (ADHO)/University of Tokyo}, author={Cruz, Frances and Kestemont, Mike}, year={2022}, month={Jul}}


@phdthesis{Cruz_2025, title={Digital Specters of the Colony: Securitization, Moros, and the Age of Social Media}, author={Cruz, Frances}, year={2025}} 

 

License: 

CC BY-NC-SA 4.0 DEED

https://creativecommons.org/licenses/by-nc-sa/4.0/

 

Funder: 

FRASDP Grant, University of the Philippines System