Which city should Ola Cabs start services in next?

Ola Cabs—India’s largest taxi service provider—are responsible for my travel to and from basketball practice, friends’ houses and school (when I miss the bus), so it’s only fair that we give Ola due respect. Last time we analyzed where Domino’s pizza should open stores. Let’s now run our recommender algorithm and see where Ola Cabs should (and hopefully, will) start services next.

Here is my presentation detailing my model’s top recommendations for where Ola cabs should open.

If you don’t have the time to go through a 15-slide presentation, here’s the skinny on my model’s recommendations. These are the cities where I predict Ola cabs will open next:

Made using R packages:ggmap, ggplot2, ggmap; Edited using Adobe Photoshop

Next, I’ll be doing the same for Ola’s top competitor—Uber. And of course, I’ll write about how these ‘predictions’ fare next quarter.