About Power Forward

We use machine learning to help governments and mobility companies optimally place new EV charging stations.

Suggest your City!

Below you'll see existing charging stations throughout California. If you have a city or area you would love to promote EV adoption, let us know!

EV Staitons Plot

Normal EV Stations Clustering

Here is a visual representation of the existing EV charging station infrastructure in California.

EV Staitons Plot

Log Population Clustering

Here we take the log of the population throughout California.

EV Staitons Plot

Charging Station Desert

We use Datashader to find charging deserts in California.