We provide two datasets extracted from Twitter, in Spanish and English, and annotate each one with approximately 1,500 users who have been diagnosed with one of nine different mental disorders (ADHD, Autism, Anxiety, Bipolar, Depression, Eating disoders, OCD, PTSD and Schizophrenia) along with 1,700 matched-control users.

Dataset Files

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[1] Miryam Elizabeth Villa-Pérez, Luis A. Trejo, "Twitter Dataset for Mental Disorders Detection", IEEE Dataport, 2023. [Online]. Available: http://dx.doi.org/10.21227/6pxp-4t91. Accessed: Apr. 27, 2025.
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doi = {10.21227/6pxp-4t91},
url = {http://dx.doi.org/10.21227/6pxp-4t91},
author = {Miryam Elizabeth Villa-Pérez; Luis A. Trejo },
publisher = {IEEE Dataport},
title = {Twitter Dataset for Mental Disorders Detection},
year = {2023} }
TY - DATA
T1 - Twitter Dataset for Mental Disorders Detection
AU - Miryam Elizabeth Villa-Pérez; Luis A. Trejo
PY - 2023
PB - IEEE Dataport
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Miryam Elizabeth Villa-Pérez, Luis A. Trejo. (2023). Twitter Dataset for Mental Disorders Detection. IEEE Dataport. http://dx.doi.org/10.21227/6pxp-4t91
Miryam Elizabeth Villa-Pérez, Luis A. Trejo, 2023. Twitter Dataset for Mental Disorders Detection. Available at: http://dx.doi.org/10.21227/6pxp-4t91.
Miryam Elizabeth Villa-Pérez, Luis A. Trejo. (2023). "Twitter Dataset for Mental Disorders Detection." Web.
1. Miryam Elizabeth Villa-Pérez, Luis A. Trejo. Twitter Dataset for Mental Disorders Detection [Internet]. IEEE Dataport; 2023. Available from : http://dx.doi.org/10.21227/6pxp-4t91
Miryam Elizabeth Villa-Pérez, Luis A. Trejo. "Twitter Dataset for Mental Disorders Detection." doi: 10.21227/6pxp-4t91