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Competition

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Finding the Best Chocolate Bars

Finding the Best Chocolate Bars

This competition is designed to help you get started with DataCamp Competitions and familiarize yourself with how competitions work. You work at a specialty foods import company that wants to expand into gourmet chocolate bars. Your boss needs your team to research this market to inform your initial approach to potential suppliers. After finding valuable chocolate bar ratings online, you need to explore if the chocolate bars with the highest ratings share any characteristics that could help you narrow your search for suppliers (e.g., cacao percentage, bean country of origin, etc.)

Prize

KNOWLEDGE

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Your challenge

  • What is the average rating by country of origin?
  • How many bars were reviewed for each of those countries?
  • Create plots to visualize findings for questions 1 and 2.
  • Is the cacao bean's origin an indicator of quality?
  • [Optional] How does cocoa content relate to rating? What is the average cocoa content for bars with higher ratings (above 3.5)?
  • [Optional 2] Your research indicates that some consumers want to avoid bars with lecithin. Compare the average rating of bars with and without lecithin (L in the ingredients).
  • Summarize your findings.

How to get started

Create your most insightful analysis using DataLab, our in-browser tool to write, run, and publish data analyses. Once you’ve finished your work, you’ll need to publish it for review.

1
Start your analysis in R or Python
2
Create an insightful analysis
3
Publish your work for review
4
Share your publication to get upvoted

Judging criteria

This competition is for helping to understand how competitions work. This competition will not be judged.

Rules

  • Entries to the competition take the form of a workbook publication. Make sure the competition publication is publicly visible in order to be entered into the competition.
  • Your publication should be focused on data provided within the competition.
  • The competition is open and free to registered DataCamp users.
  • Only one entry per user. You may update your entry up to the deadline.
  • Make sure your competition workbook is published by the competition deadline in order for it to be valid.
  • You can check the time left to submit on the counter at the top of this page.

Note: Please make sure you're 18+ years old and are allowed to take part in a skill-based competition from your country.

FAQs

How do I sign up?

Anyone with a DataCamp account can participate in our competitions. New to DataCamp? Create your free account here.

How do I compete in DataCamp competitions?

You will create a data analysis based on the dataset provided. You will submit your ready-to-share notebook publication for a review by fellow DataCamp learners and the judging panel in accordance with the evaluation metrics created for the competition.

How long does a competition run?

The detailed information on the competition timeline can be found on the competition’s homepage. Most DataCamp Competitions include two deadlines: a submission deadline (after which no new submissions will be accepted), and a voting deadline (after which no new votes be counted towards final evaluation). It is very, very important to keep these deadlines in mind.

What makes a winning solution?

The winners will be selected based on the judging criteria provided in the description of each competition.

How will I get my prize? Are there any conditions?

We will contact each winner separately to agree on the best way to deliver the prize. The winners are responsible for any fees or taxes liable in your home country upon receiving the funds. Any relevant conditions will be stated in the Competition Rules and Terms of Use.

Are teams allowed?

Not yet, but we are exploring this opportunity for future competitions.

Can I suggest a dataset or a competition idea to DataCamp and the community?

If you think it would be a good dataset for a challenge, please fill in our Google form. Do you have other questions that were not answered? here.

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