fleur: stats and plots holding hands

fleur provides a set of tools to combine data visualization with statistics.

Warning

fleur is still in a very early stage and in beta version: expect regular breaking changes.

Examples

Group comparisonCorrelation

# mkdocs: render
from fleur import BetweenStats
from fleur import datasets

df = datasets.load_iris()

BetweenStats(df["sepal_length"], df["species"]).plot()

# mkdocs: render
from fleur import ScatterStats
from fleur import datasets

df = datasets.load_iris()

ScatterStats(df["sepal_length"], df["sepal_width"]).plot()

Installation

stabledev

pip install fleur

pip install git+https://github.com/y-sunflower/fleur.git