Twitter sentiment analysis
Analyzing how people feel about remote work through the #WorkFromHome and #العمل_عن_بعد hashtags.
Team project
The problem
When COVID-19 pushed many organizations to remote work, the open question was whether people were happy with it or wanted to go back to the office.
How it works
Twitter is a huge source of everyday opinion, so we picked two remote-work hashtags, one Arabic and one English, and classified the tweets by sentiment.
The result is a clear view of the share of positive and negative opinions, which helps explain how people feel about working from home.
This was a team project, completed in April 2020.
Key features
- Tweets collected from one Arabic and one English hashtag
- Each tweet classified as positive or negative
- Data stored in MongoDB
- Results and percentages shown as charts