Resources
Datasets
Mental Health
- Twitter estimates of county-level mental health during COVID-19 [US state-level dataset (updated daily)] ; [County Dataset] ; [Paper]
- Language of ADHD in adults on social media [Dataset] [Paper]
- What Twitter profile and posted images reveal about depression and anxiety [Dataset] [Paper]
- Loneliness Lexica: [Link] [Paper]
- Stress Lexica: [Link] [Paper]
Personality
- Cross-platform and cross-interaction study of user personality based on images on Twitter and Flickr, [Dataset] [Readme]
- Studying Personality through the Content of Posted and Liked Images on Twitter, [Dataset] [Readme]
- CP-QAE-I: Influence of Personality and Culture on Perception of Quality, Affect and Enjoyment
[Dataset]
Other
- Weekly COVID-19 Twitter Topics [Lexica]
- Weibo and Twitter word embeddings for 2012-2018, part of which was used in Studying Cultural Differences in Emoji Usage across the East and the West. ICWSM 2019. [Dataset]
Code and Lexica
Lexica, (eg. Understanding and measuring psychological stress using social media, ICWSM 2019) [Lexicon]
Convolutional Deep Belief Networks for Scalable Unsupervised Learning of Hierarchical Representations,
Lee, Honglak, et al. [ICML 2009 paper]
[MATLAB Implementation along with Visualisations]Script for downloading users' photos (tagged as favorite) along with profile information.
Needs flickr_api
[Python Code]
Blog Post
Penn COVID Twitter Map to track mental health, common topics across states, and symptom mentions [Dashboard], [Penn COVID Hub]
Comic Sketch on Plagiarism
This is a play I wrote and co-directed for Research Methods course I took during my PhD at NTU
