plotly_express.data

Built-in datasets for demonstration, educational and test purposes.

Functions

def gapminder()

Each row represents a country on a given year.

https://www.gapminder.org/data/

Returns

A pandas.DataFrame with 1704 rows and the following columns: ['country', 'continent', 'year', 'lifeExp', 'pop', 'gdpPercap', 'iso_alpha', 'iso_num'].

def tips()

Each row represents a restaurant bill.

https://vincentarelbundock.github.io/Rdatasets/doc/reshape2/tips.html

Returns

A pandas.DataFrame with 244 rows and the following columns: ['total_bill', 'tip', 'sex', 'smoker', 'day', 'time', 'size'].

def iris()

Each row represents a flower.

https://en.wikipedia.org/wiki/Iris_flower_data_set

Returns

A pandas.DataFrame with 150 rows and the following columns: ['sepal_length', 'sepal_width', 'petal_length', 'petal_width', 'species', 'species_id'].

def wind()

Each row represents a level of wind intensity in a cardinal direction.

Returns

A pandas.DataFrame with 128 rows and the following columns: ['direction', 'strength', 'value'].

def election()

Each row represents voting results for an electoral district in the 2013 Montreal mayoral election.

Returns

A pandas.DataFrame with 58 rows and the following columns: ['district', 'Coderre', 'Bergeron', 'Joly', 'total', 'winner', 'result'].

def carshare()

Each row represents the availability of car-sharing services near the centroid of a zone in Montreal.

Returns

A pandas.DataFrame with 249 rows and the following columns: ['centroid_lat', 'centroid_lon', 'car_hours', 'peak_hour'].