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Dashboard Week – Day 2 ‘ Whisky Hunter API’ – How to Compare your Whiskies

This post was originally published on The Data School blog between 2018 and July 2025, before our program was renamed to MIP’s Analytics Career Accelerator. References throughout this article to “The Data School” or “DS” all refer to what is now MIP’s Analytics Career Accelerator. The program, its people, and its commitment to launching outstanding analytics careers remain the same – just under a new name.

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I’m 13 weeks in and this was the long-awaited ‘dashboard week’. On our second day, we were supplied with a data set from the Whisky Hunter API. For today’s post, I will go over my approach and how I ended up with my current dashboard. I will focus on how I planned ahead and then how I ended up building my dashboard.

The Approach -The Plan

Today was going to be different from the other days. Today was Melbourne Cup, we were scheduled to watch the races from 2 pm onwards. Therefore, I wanted to finish as much as I can before the race. I wanted to at least build up a dashboard before we went out. From looking at the data, I understood the data relatively early. It was a dataset that comprises of Whisky Auctioneers and Whisky Distilleries. It was split between the details of the auctioneers and whisky distilleries as well as transaction auction data. I began by sketching a design and then focused on building around that idea. I played around with the data and I instantly knew to focus on the whisky distilleries.

Next Steps – My idea

I wanted to build a dashboard that will identify whiskies of interest. And so my dashboard would help identify key metrics regarding the various types of whisky. So I was interested in looking into the ratings, the votes, the max. bid price, min bid price, mean bid price and trading volume.

Final Steps – The execution

The first thing I did was get the data from the API. I looked at the structure, and I noticed to get the individual distillery I will need to apply another API download. So I linked it up again and was able to download the data I needed. Afterwards, I slowly built out the requirements I needed and I eventually got most of the elements. I then wanted to do a comparison between the whiskies, and I referenced a dashboard that my colleagues had done earlier. And that then allowed calculations to be computed against the whiskies as well being plotted against.

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