All our Data Science projects include bite-sized activities to test your knowledge and practice in an environment with constant feedback.
All our activities include solutions with explanations on how they work and why we chose them.
Find all the pokemons with an
Attack value greater than
150 and enter the quantity:
Use filtering to select those "slow" Pokemons with a Speed value of
10 or less. Store your results in the variable
Sp. Def value indicates the defense power of a pokemon against Special abilities. How many pokemons have a value of
25 or less?
Select only pokemons that are Legendary and store the result in the variable
Take a look at the scatterplot that correlates pokemons Attack and Defense. What's the
Name of the pokemon that is a clear outlier (strong
Defense, but very low
How many pokemons are of
Type 1 Fire and
Type 2 Flying?
How many pokemons exist that are of type
Poison in either
Type 1 or
Enter its name below....
What's the most common
Type 1 for legendary pokemons? Enter it below.
Find the pokemon most powerful pokemon (by
Total) from the first 3 generations that is of type
Water. Enter its name below.
Find the most powerful pokemon (by
Total) that is of type Dragon (either
Type 1 or
Type 2) and from the last two generations. Enter its name below.
Select all pokemons that have an
Attack value above
Type 1 equals to
Type 2 in this activity).
Select those pokemons that are of
Type 1 Water and
Type 2 Flying. Store the selection in the variable
Perform a selection in your Dataframe of all the Legendary pokemons that are of
Type 1 Fire. But select only the columns
Generation. Store the results in a variable
Take a look at the distribution of Pokemon's speed in the histogram included in the notebook. The red lines separate the slowest (bottom 5%) and fastest (top 5%) pokemons.
Select those pokemons that are either very slow (with
Speed below the bottom 5%) or very fast (
Speed above top 95%).
Store your results in the variable
Take a look at the scatter plot correlating Defense to Attack. What's the
Name of the pokemon indicated by the red arrow in the image below?
Intro to Pandas for Data Analysis