top of page

Your certificate is now private

CertificateBackground.png

Certificate of Completion

ErdosHorizontal.png

THIS ACKNOWLEDGES THAT

HAS COMPLETED THE MAY-SUMMER 2024 DATA SCIENCE BOOT CAMP

Mitch Hamidi

Roman Holowinsky, PhD

JUNE 10, 2024

DIRECTOR

DATE

clear.png

TEAM

Predicting mental health treatment decisions from social media

Eunbin Kim, Alejandra Dashe, Emelie Curl, Mitch Hamidi, Gabriel Khan

clear.png

Using classification and Natural Language Processing (NLP) to analyze web-scraped data from Reddit, can we (1) identify who is undergoing or interested in mental health treatment, and (2) predict preference for treatment?
Data Source: A Kaggle dataset of scraped Reddit posts and a team-created dataset of scraped comments from eight BPD-relevant subreddits using 89 keywords of interest.
Method: 1st within the BPD community, can we classify treatment relevant content based on the text data.
2nd can we identify predictors that of BPD individuals' preference for specific treatment plans/outcomes (e.g., demographic information, comorbidity). Classification, predictive modeling, NLP,

Screen Shot 2022-06-03 at 11.31.35 AM.png
github URL
bottom of page