TradeWinds

Inspiration

Quants in America used sunny weather in France to predict optmism in french markets. We wanted to do the opposite.

What it does

Predicts the weather given the movement of a bunch of handpicked stocks within the last 7 days

How we built it

We used open-meteo and y-finance to pull historical weather and stock data. Then using scikit-learn we built a simple neural network that predicts multiple weather statistics using the stock data of the last 7 days. Then we built a website using vanilla HTML, CSS and JavaScript

Challenges we ran into

There was a lot of invalid and bad data we had to clean.

Accomplishments that we're proud of

The gauges on the website look really pretty and took 4 hours to design.

What we learned

Just learn react.

What's next for TradeWinds

Expanding into the world of forex, and using forex to predict typhoons

Built With

• css
• html
• javascript
• pandas
• python
• scikit-learn