Predict future popularity trends and revenues with machine learning

BadwaterBay / camera-trends

We scrape Google trend indices and annual revenues of 3 major camera brands, visualize the data, and use machine learning to predict who will dominate the camera market in the future, powered by Python and JavaScript (D3.js).

https://badwaterbay.com/camera-trends/

BSD 3-Clause "New" or "Revised" License

3 stars 3 forks source link

Predict future popularity trends and revenues with machine learning #11

Open dongskyler opened 4 years ago

dongskyler commented 4 years ago

We have:

Google trend index data from 2006 to 2020 at a monthly resolution of Canon, Nikon, and Sony cameras, DSLR, and mirrorless
Annual revenues of camera divisions of Canon, Nikon, and Sony

We want to somehow predict future trends.

This is up for discussion.

dongskyler commented 4 years ago

@tangaw What's your take on this?

dongskyler commented 4 years ago

I'd like to predict future market shares of these 3 brands

tangaw commented 4 years ago

Will need quite a few more independent variables to produce an acceptable model.