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Challenge #498: Not Your Average Mario Kart

AYXAcademy
Alteryx
Alteryx

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Hi Community members,

 

A solution to last week’s challenge can be found here.

 

This challenge was submitted by Erin Miller. Thank you, @Erin , for another great challenge!

 

According to Erin, someone who wins at Mario Kart seems to know every shortcut and trick, and it’s easy to assume they’re always choosing the perfect character and kart combo. But not anymore! We now have access to in-game data for every driver, kart/body, tire, and glider in Mario Kart 8 Deluxe.

 

Using the datasets provided, the mission is to identify the most optimal combinations that deliver the best overall racing performance.

 

What You Need to Do

  1. Compute the average value for each stat category (speed, acceleration, handling, etc.) across each individual dimension: driver, kart/body, tire, and glider.
  2. Determine the average stat values for every combination of driver, kart/body, tire, and glider.
    For example: 
    What is the average speed for a specific driver when paired with a given kart, tire, and glider?
  1. For each combination, calculate a total weighted average using the provided weights table (or create your own!) to reflect the relative importance of each stat.

 

The final output should include each driver–kart–tire–glider combination, the corresponding average stat values, and a total weighted score.

 

Feeling a Little “Extra”?

Use a macro to automate repetitive tasks (such as calculating averages).

 

Once you have completed your challenge, include your solution file and a screenshot of your workflow as attachments to your comment.

 

Good Luck!

The Academy Team

 

Source: https://www.kaggle.com/datasets/marlowspringmeier/mario-kart-8-deluxe-ingame-statistics

 

Download Start File

Download Solution File

 

Bobbyt23
13 - Pulsar

A really fun challenge, will be unstoppable at Mario Kart thanks to data!

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RolandSchubert
16 - Nebula
16 - Nebula
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498.png
alacoume
9 - Comet

My solution:

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Kenda
16 - Nebula
16 - Nebula
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Can't wait to go home and challenge my husband to a Mario Kart competition now!

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Hub119
12 - Quasar
12 - Quasar

Instruction #2 should probably say determine the aggregate (aka SUM) stat value for each combination...

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olga_strubbe
11 - Bolide

Thank you, @Erin for the neat challenge!  It was fun. 

Thank you, @RolandSchubert for showing a way to use the Arrange tool - I've not used it in a while, it was a good refresher, and it worked perfect in this use case. 

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chanivan
7 - Meteor

Diddy Kong + Mr. Scooty is the best combo 😀

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EKasminsky
9 - Comet
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Bit of a goofy problem, but fun I guess. Mini Turbo is actually the most important stat in the game! Technically it should be weighted differently for the problem and actually calculated completely separate from Acceleration!

jrlindem
13 - Pulsar

Here's my solution.  Took me longer than I'd like to admit, but I got there 😅

Thank you @Erin for the fun challenge.  I told my boys about it and they didn't believe me that I was having fun with Mario Kart data!

 

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