Note
Click here to download the full example code
Univariate Numeric Summary
Example of univariate eda summary for a numeric variable.
The numeric summary computes the following:
A histogram
A boxplot
import pandas as pd
import plotly
import intedact
Here we take a look at some GDPR violation prices and showcase some parameters:
log transformation
outlier filtering
custom bin count
data = pd.read_csv(
"https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2020/2020-04-21/gdpr_violations.tsv",
sep="\t",
)
fig = intedact.numeric_summary(
data, "price", bins=20, transform="log", upper_quantile=0.95, fig_width=700
)
plotly.io.show(fig)
Total running time of the script: ( 0 minutes 0.196 seconds)