Categories: Visualizations

Visualising Indian Elections

Reading Time: 2 mins

When the Election Commission results for the 2011 assembly elections came out, we thought we’d take a look at the results for Tamil Nadu.

The easiest way to see geographic data is, of course, on a map. Since the results are announced constituency-wise, it makes logical sense to plot each constituency on the map.

However, map-based visualisations suffer from one problem: the area of a geographic region is not always proportional to its importance. In elections, each constituency equal weightage: one seat. But the areas can vary considerably. Chennai, for instance, is a tiny dot on the map, but yet is split into three different constituencies.

A better way is to take an approximation of the map. We can plot each constituency as a block, and position it roughly at its geographic location, and roughly preserve adjacency. This gives a reasonably good geographic picture, while showing relative importance accurately.

For example, here is a world map: the area is proportional to each country’s population.

We did the same for Tamil Nadu. Below is an interactive map that shows voter turnout. Hovering over each cell will show the number of voters that turned out in that constituency. Black shows higher votes, white shows fewer voters.

Voter turnout

Men turnout

Women turnout

The number of the registered voters ranges from 140,000 (Kilvelur) to 360,000 (Shozhinganallur). Each box represents one constituency, with a position approximating its geographic location. This is a reasonably good proxy for a constituency density map.

Now, let’s take a look at voter turnout.

Turnout%

Turnout% men

Turnout% women

The voter turnout was pretty high, at 78%. Not too different between the men (77.7%) and women (78.5%), but quite different across constituencies. Palacodu, Kulithalai and Veerapandi led the pack with turnouts of 87%, 89% and 89% while Chennai Harbour, Killiyoor and Colachal bottom at 64% each. The lowest turnouts are concentrated around Chennai, Coimbatore and Kanyakumari – interestingly these are the more affluent areas.

% votes: ADMK

% votes: DMDK

% votes: DMK

Clearly, ADMK has swept the elections. What’s interesting is that they won absolute majorities in a number of areas (highlighted by the darker shades of green), unlike DMK or MDMK, who mostly won simple majorities.

% margin: ADMK

% margin: DMDK

% margin: DMK

A number of ADMK victories were by a large margin, but so were some of the DMDK and DMK victories. AKT Raja of DMDK won Thirupurankundram with a 30% margin, for example. Former Chief Minister M. Karunanidhi (DMK) won with a comfortable 29% margin at Thiruvarur as well. Vijaykant (DMDK) managed an 18% margin at Rishivandiyam. It is interesting that 92% women voted at Rishivandiyam – significantly higher than anywhere else in the state.

Gramener - A Straive Company

Gramener – A Straive company is a design-led data science firm. We build custom Data & Al solutions that help solve complex business problems with actionable insights and compelling data stories.

Leave a Comment

View Comments

  • Excellent blog! One question regarding these maps: is it possible to create a map for the 403 assembly constituencies in UP? Thank you.

Share
Published by
Gramener - A Straive Company
Tags: Government

Recent Posts

Supply Chain’s Industry 4.0 Moment

Industry 4.0 solutions originally had their genesis in manufacturing. “The Fourth Industrial Revolution, Industry 4.0,… Read More

2 months ago

8 Computer Vision Use cases to Scale Production Performance

Improvement in production performance can enhance supply chain efficacy. There is a continuous discourse around… Read More

2 months ago

Top 10 Generative AI Trends You Must Look Out For

Sshhhhhh, ChatGPT knows everything!! In 2023, Generative AI (GenAI) emerged as a major technology disruption… Read More

2 months ago

Navigating Challenges in the Integration of Generative AI in Healthcare

Generative AI holds immense promise for healthcare, leveraging large datasets to innovate medical imaging, treatment… Read More

2 months ago

Straive’s Naveen Gattu Honored at the NJBIZ Executive Excellence Awards 2025

NJBIZ has recognized Naveen Gattu, Founder and Chief Operating Officer of Gramener—A Straive Company, as… Read More

8 months ago

This website uses cookies.