Welcome, Data Scientist!

You and your friends are making a virtual pet shelter game!

It's been pretty successful so far, but there's always work to do. Your job as a Data Scientist is to make sure the team is making the right decisions to keep your users happy.

Monday Morning

On Monday morning one of the programmers for the app comes over to your desk.

I finally fixed the bug where the app crashes when you tap on Toby the Terrier! But... my fix causes a crash on Sabrina the Teenage Kit. What should I do?

Take a guess at what data you want to look at before you answer her question. Choose carefully, you can only pick one!

What do you want to know?
What are you going to do?
Fix Toby the Terrier

Tell the programmer to fix Toby now. We can fix Sabrina later!

Keep Working On It

Tell the programmer not to fix Toby until she is sure that her code won't break Sabrina.

You get a couple bad reviews from users about Sabrina, but a lot of great reviews now that Toby is working!
The app is getting a lot of bad reviews complaining that Toby still isn't fixed. Hopefully the programmer can resolve that soon!

Tuesday Morning

One of your friends has some free time today and is offering to draw a new type of pet for your app! What should they add?

Take a guess at what data you want to look at before you decide. Choose carefully, you can only pick one!

What do you want to know?
Coworker NameFavorite Animal
EvieCockatoo
JacobCrow
ConnorSnake
KassandraHare
AlexiAlligator
DesmondGoldfinch
Which animal do you want your friend to draw?
Birds

Ask your friend to add some birds!

Rabbits

Ask your friend to draw you some bunnies!

Your coworkers are happy with the new birds! You don't see many new users (or reviews mentioning the new animals), but people seem to like them.
Wow, your users really wanted to see bunnies! Everyone at the office is talking about how successful it was. How did you know?

Wednesday Morning

The project manager stops by your desk and shows you a problem she has with the app on her iPad.

None of the animal pictures show up!

She says that it's been like this for a really long time, and she wants to know how important it is to fix this.

What should you find out first?
How important is this bug?
Really Important!

You should tell the programmer to fix this right away!

Not So Important

You should tell the programmer to get to this when she can.

The bug gets fixed, and the project manager is really happy about it!
The programmer completed the other feature she was already working on, and the users loved it!

Wednesday Afternoon

You meet the social media expert in the hall and he looks worried. You ask him what's going on and he says:

I took a poll to see what new theme the users want to see in the app. But I think that someone cheated! These results aren't even close to what I expected!

You agree to help him out by taking a look at the data yourself.

What do you want to know?
CountryApp UsersPoll Responders
United States231216
UK422410
Antarctica1832
Canada16883
What do you think?
Trust the Poll

Tell him that the poll is probably accurate. You should respect the theme that the users chose!

Don't Trust the Poll

Tell him that there was definitely cheating going on, and he should figure out a different way of deciding on the next theme.

The new theme is released. Users don't seem to like it.
With your help, the social media expert was able to figure out what theme should have won the poll. You can see that a lot of users switched to the new theme as soon as it was released!

Thursday Afternoon

The community manager is trying to figure out how to include more users.

They say that the events they run in the game don't seem to attract many people. They're wondering if they're just running events on the wrong days!

Can you help?

What do you need to know?
When is the best time for your users to play?
Weekend

You tell them to schedule more events on the weekends.

Weekday

You tell them to schedule more events on weekdays.

The marketing expert says they'll try that out!
The marketing expert says that's what they've been doing, but they'll keep trying.

Friday Morning

The project manager says that one of the investors called and it would mean a lot to them if the team adds her dogs to the app.

The team is excited and ready to do this, but it's Friday! They can only get one of the dogs done in time for the weekend.

The investor has a golden retriever and a french bulldog. Which should be added?

What do you want to know?
CountryMost Popular DogApp Users
United StatesGolden Retriever231
UKFrench Bulldog422
AntarcticaPenguin1
CanadaMixed-breed168
Word cloud: Searches mention a lot of dog breeds, pretty evenly weighted. The biggest ones are dog breeds you already have.
What dog would your users like best?
Golden Retriever

You should add her golden retriever, Fluffles.

French Bulldog

You should add her french bulldog, Ruffles.

Your users from the United States love the new dog!
Your users from the UK love the new dog!

What a Week!

A data scientist is an important member of the team! Without someone who knows what data to look for (and how to read it), the team would only be guessing at what their users want. It's your job to make sure the best decisions are made using the information you have!

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