IMO 2010-16 Mean Rank by Country

Jessica YungData ScienceLeave a Comment

Countries’ Mean IMO Rankings 2010-16. Click here to view a dynamic version on my Github page.

 

The 2016 International Maths Olympiad (IMO) took place last week, where the hosts – Hong Kong – came 9th overall, a historical high. Go Hong Kong!
The continued dominance of countries such as the US, China and South Korea begged the question: which countries tend to do better in the IMO and are there geographical trends? A suggestion from someone special culminated in this map: a visual representation of countries’ recent performance in the IMO.

Observations

There is a clustering of top performing countries in SouthEast Asia. European countries consistently perform in the middle-top (be more precise). Many African nations are yet to participate. Based on the listings on the IMO site, Afghanistan and Nepal (neither of which are African nations) seem likely to join next year.

 

Creating this Map

This map took 3-4 hours to make from experimenting with bar charts in D3 to discovering HighMaps to putting it on this site. Data source: imo-official.orgMap Code Live Map

Data Wrangling Notes

  1. hc-maps required country codes to map countries’ ranks (data values) to their location on the map. (two steps) The data I used was a table that labeled countries using a three-letter code and listed countries’ ranks by year. (insert screenshot) Since there was no guarantee that these three-letter codes were the same as ISA-3 (a standard set of country codes that could be used by the map), I mapped them to country names using the table ‘List of Countries’ on the IMO website and a LOOKUP function. I then mapped the country names to the map’s country codes to the codes hc-key. (In retrospect, it might’ve been better to map them to a more generalisable set such as ISA-2 or ISA-3.)
  2. Unfortunately the GeoJSON (this maps data values for each country to a visual map) I chose did not have Hong Kong or Macau down as countries, so I had to leave those data out. ? I thought it was better to leave them out than to average their rank with China’s and represent that as the rank for China as a whole because Hong Kong and Macau have small populations and geographical area relative to mainland China. I will check for a map that does have these regions included.
  3. Some countries did not participate in this year’s IMO, so in my first chart (which included only countries’  2016 IMO rankings) their rank was an empty string. This was translated into a value of 0, which put them as a top-ranked country. I had to delete these countries’ data from that graph.

Data Visualisation Notes

While using two colours in the colour axis doesn’t make the graph the most visually appealing, it presents the rankings more clearly than one colour would. E.g.when I only used shades of blue, it was harder to tell the top-10-ranking countries from those who consistently ranked 15-30.

imo-rank-map-blue

Map Sharing Notes
I couldn’t embed the chart directly on this page, which is unfortunate. I will look into (1) adding it directly on this page and (2) creating a version on JSFiddle or CodePen and then embedding that.

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