r-covid19mentalhealth
scraped reddit to analyze COVID-19 impacts on mental health.
r-covid19mentalhealth studies the impacts of COVID-19 on mental health via analyzing data from social media.
I proposed the project idea and led a team of 4 throughout the execution process with task delegation, code cleaning, and report writing. After building the pipeline for scraping data across 9 different subreddit channels related to mental health, I leveraged sentiment analysis and word clouds to better understand the intensity and common trends in emotions in the dataset. I also jumped in to fill gaps with the linear visualization aspects of the project.
#python #nltk #wordcloud #plotly #numpy #pandas