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Competition

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Where to open a new coffee shop?

Where to open a new coffee shop?

You are helping a client who owns coffee shops in Colorado. The company's coffee shops serve high-quality and responsibly sourced coffee, pastries, and sandwiches. They operate three locations in Fort Collins and want to expand into Denver. Your client believes that the ideal location for a new store is close to affluent households, and the store appeals to the 20-35 year old demographic. Your team collected geographical and demographic information about Denver's neighborhoods to assist the search. They also collected data for Starbucks shops in Denver. Starbucks and the new coffee shops do not compete for the same clients; the team included their location as a reference.

Prize

SWAG

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Your challenge

Provide your client a list of neighborhoods in Denver where they should consider expanding. Include:

  • A visualization of Denver's neighborhoods and the Starbucks store locations.
  • Find the neighborhoods with the highest proportion of people in the target demographic.
  • Select the top three neighborhoods where your client should focus their search.

Prizes

The winners will receive DataCamp merchandise.

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 is a community-based competition. The top 5 most upvoted entries will win.

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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