@online{reddit_api,
  author  = {{Reddit Inc.}},
  title   = {Reddit API Documentation},
  year    = {2025},
  url     = {https://www.reddit.com/dev/api/},
  urldate = {2026-04-08}
}

@misc{hartmann2022emotionenglish,
  author={Hartmann, Jochen},
  title={Emotion English DistilRoBERTa-base},
  year={2022},
  howpublished = {\url{https://huggingface.co/j-hartmann/emotion-english-distilroberta-base/}},
}

@misc{all_mpnet_base_v2,
  author={Microsoft Research},
  title={All-MPNet-Base-V2},
  year={2021},
  howpublished = {\url{https://huggingface.co/sentence-transformers/all-mpnet-base-v2}},
}

@misc{minilm_l6_v2,
  author={Microsoft Research},
  title={MiniLM-L6-V2},
  year={2021},
  howpublished = {\url{https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2}},
}

@misc{dslim_bert_base_ner,
  author={deepset},
  title={dslim/bert-base-NER},
  year={2018},
  howpublished = {\url{https://huggingface.co/dslim/bert-base-NER}},
}

@inproceedings{demszky2020goemotions,
 author = {Demszky, Dorottya and Movshovitz-Attias, Dana and Ko, Jeongwoo and Cowen, Alan and Nemade, Gaurav and Ravi, Sujith},
 booktitle = {58th Annual Meeting of the Association for Computational Linguistics (ACL)},
 title = {{GoEmotions: A Dataset of Fine-Grained Emotions}},
 year = {2020}
}

@article{dominguez2007virtual,
  author    = {Domínguez, Daniel and Beaulieu, Anne and Estalella, Adolfo and Gómez, Edgar and Schnettler, Bernt and Read, Rosie},
  title     = {Virtual Ethnography},
  journal   = {Forum Qualitative Sozialforschung / Forum: Qualitative Social Research},
  year      = {2007},
  volume    = {8},
  number    = {3},
  url       = {http://nbn-resolving.de/urn:nbn:de:0114-fqs0703E19}
}

@article{sun2014lurkers,
  author  = {Sun, Na and Rau, Pei-Luen Patrick and Ma, Liang},
  title   = {Understanding Lurkers in Online Communities: A Literature Review},
  journal = {Computers in Human Behavior},
  year    = {2014},
  volume  = {38},
  pages   = {110--117},
  doi     = {10.1016/j.chb.2014.05.022}
}

@article{ahmad2024sentiment,
  author  = {Ahmad, Waqar and others},
  title   = {Recent Advancements and Challenges of NLP-based Sentiment Analysis: A State-of-the-art Review},
  journal = {Natural Language Processing Journal},
  year    = {2024},
  doi     = {10.1016/j.nlp.2024.100059}
}

@article{coleman2010ethnographic,
  ISSN = {00846570},
  URL = {http://www.jstor.org/stable/25735124},
  abstract = {This review surveys and divides the ethnographic corpus on digital media into three broad but overlapping categories: the cultural politics of digital media, the vernacular cultures of digital media, and the prosaics of digital media. Engaging these three categories of scholarship on digital media, I consider how ethnographers are exploring the complex relationships between the local practices and global implications of digital media, their materiality and politics, and thier banal, as well as profound, presence in cultural life and modes of communication. I consider the way these media have become central to the articulation of cherished beliefs, ritual practices, and modes of being in the world; the fact that digital media culturally matters is undeniable but showing how, where, and why it matters is necessary to push against peculiarly narrow presumptions about the universality of digital experience.},
  author = {E. Gabriella Coleman},
  journal = {Annual Review of Anthropology},
  pages = {487--505},
  publisher = {Annual Reviews},
  title = {Ethnographic Approaches to Digital Media},
  urldate = {2026-04-15},
  volume = {39},
  year = {2010}
}

@article{shen2021stance,
  author  = {Shen, Qian and Tao, Yating},
  title   = {Stance Markers in {English} Medical Research Articles and Newspaper Opinion Columns: A Comparative Corpus-Based Study},
  journal = {PLOS ONE},
  volume  = {16},
  number  = {3},
  pages   = {e0247981},
  year    = {2021},
  doi     = {10.1371/journal.pone.0247981}
}

@incollection{medvedev2019anatomy,
  author    = {Medvedev, Alexey N. and Lambiotte, Renaud and Delvenne, Jean-Charles},
  title     = {The Anatomy of Reddit: An Overview of Academic Research},
  booktitle = {Dynamics On and Of Complex Networks III},
  series    = {Springer Proceedings in Complexity},
  publisher = {Springer},
  year      = {2019},
  pages     = {183--204}
}

@misc{cook2023ethnography,
  author       = {Cook, Chloe},
  title        = {What is the Difference Between Ethnography and Digital Ethnography?},
  year         = {2023},
  month        = jan,
  day          = {19},
  howpublished = {\url{https://ethosapp.com/blog/what-is-the-difference-between-ethnography-and-digital-ethnography/}},
  note         = {Accessed: 2026-04-16},
  organization = {EthOS}
}

@misc{giuffre2026sentiment,
  author       = {Giuffre, Steven},
  title        = {What is Sentiment Analysis?},
  year         = {2026},
  month        = mar,
  howpublished = {\url{https://www.vonage.com/resources/articles/sentiment-analysis/}},
  note         = {Accessed: 2026-04-16},
  organization = {Vonage}
}

@misc{mungalpara2022stemming,
  author       = {Mungalpara, Jaimin},
  title        = {Stemming Lemmatization Stopwords and {N}-Grams in {NLP}},
  year         = {2022},
  month        = jul,
  day          = {26},
  howpublished = {\url{https://jaimin-ml2001.medium.com/stemming-lemmatization-stopwords-and-n-grams-in-nlp-96f8e8b6aa6f}},
  note         = {Accessed: 2026-04-16},
  organization = {Medium}
}

@misc{chugani2025ethicalscraping,
  author       = {Chugani, Vinod},
  title        = {Ethical Web Scraping: Principles and Practices},
  year         = {2025},
  month        = apr,
  day          = {21},
  howpublished = {\url{https://www.datacamp.com/blog/ethical-web-scraping}},
  note         = {Accessed: 2026-04-16},
  organization = {DataCamp}
}

