WinHacks Project 2020 - Miovision Data Challenge

Analyzing Traffic in and around Windsor-Detroit Region

Inspiration

The challenge to work on real-world problems and generating insights out of the data has inspired us to utilize our technical expertise for the development of the community.

What it does

It tries to gain insights on which is the busiest intersections connecting the two cities (Windsor and Detroit), further we classified the various type of vehicles and their effects on the ongoing traffic.

How we built it

Used Jupyter Notebooks to combine all the data-sets of the different intersections and then visualize the intricacies the recorded data and predicting the travel time from one intersection to another

Challenges we ran into

Understand how the Travel Time Data and the Intersections data complement each other, combining the same to derive insights out of it.

Accomplishments that we're proud of

Gained Domain Knowledge on Traffic data, how it is recorded, how it can be interpreted, and used in the best possible way.

What we learned

Power Bi is a very useful visualization tool, combining the power of Python and Power Bi, we could create a great dashboard that can generate some useful information