Mapping Pollution in India

Photo credit: Alfred Palmer / / Public domain

Pollution is an inevitable by-product of industrial growth. It is important, however, to understand the quantity of pollution created by an industrial area and the subsequent impact on the local environment and population. The Central Pollution Control Board (CPCB), in association with IIT-Delhi, has devised a way to rationalize the amount of pollution in an area, called the Comprehensive Environmental Pollution Index (CEPI).

CEPI takes into account the presence of toxins, the scale of industrial activity, the concentration of  pollutants, the impact on people and the eco-geology, the level of exposure and the risk to sensitive receptors. These factors are classified into pollutant, pathway and receptor. Based on the score obtained by the area in the three factors, the index is calculated to determine the amount pollution in that area. This index is then used as a basis for further action to be taken to rein in the problematic areas and mitigate further damage.

The Government of India released the results of this study over three iterations (2009, 2011 and 2013) in the public domain. This dataset contains information about 43 critically polluted areas in India. I superimposed the results of this study upon location and created an interactive map to better understand the extent of the study.

Map of the CEPI scores of industrial sectors across India. The markers in red indicate the presence of a moratorium in the area, while the blue markers indicate that the moratorium has been lifted.

You can check out the map here:

To create the basemap, I used the OpenStreetMap customization tools provided by Mapbox. LeafletJS was used to overlay the data on the basemap and provide interactivity. Twitter Bootstrap was used to make the map and the web page responsive.

The CEPI is a move in the right direction. Let’s hope that this study is consistently improved upon in the future, to give some hope of preserving our rapidly deteriorating environment.

You can know more about CEPI, CPCB and the data released here:


ClearTrip blazes new trails with WayToGo- An online multi-transport routing portal

If you have ever tried to plan a long journey, you would know how much it is a headache to compare your travel options. This problem sharply comes into focus when you want to spend the least amount of money to get to Point A to Point B is the least possible time, while making sure you’re not being fleeced.

Cleartrip, the popular online ticketing service has come up with a very innovative way to this problem with its new portal called WayToGo. WayToGo is a travel mode comparison service crafted with help from Rome2Rio, a startup based in Melbourne, Australia that organizes the transportations systems of the World.

WayToGo has a very intuitive interface that asks the user to provide the ‘From’ and ‘To’ locations, and an optional date of departure. It then searches for all the possible modes of transportation available and show the user the shortest route in doing so. This is especially useful for complex routes where you might have to use different modes of transportation to get from point A to point B.


The portal is connected to the Cleartrip database, meaning you can compare between the costs of travel between different airlines, trains and buses on that particular day. WayToGo allows you to explore travel routes anywhere in the world and within a city. You can just as easily search for the best way to travel from Kothrud to Kalyani Nagar in Pune as you can for the best way yo travel from New Delhi to Mexico City.