Influencer's impact on stock price using sentiment analysis

Inspiration

Our team strives to create an impact and help recommend safer investment options.

What it does

Predicts opening stock price of a day based on previous social media trends and historical stock price data.

How we built it

1. Understanding the historic data
2. Sentiment Analysis model
3. Calculation of Influence's Score
4. Weighted Sentiment Score calculation
5. Predicting Stock Prices based on Sentiment Score

Challenges we ran into

1. Ideating the project.
2. Sleep

Accomplishments that we're proud of

1. Completion of the Project
2. Equal participation and contribution and
3. Teamwork

What we learned

1. Collaborative Spirits

What's next for Influencer's impact on stock price using sentiment analysis

Cover large #influencers Alert everyday on opening stock price with confidence score Include more diverse stock options like cryptocurrency Incorporate other social media platforms including Instagram, Facebook, Youtube

Built With

• python
• twitter