Seaborn boxplots shifted incorrectly along x-axis

We are in the era of big data, but it is not only about the amount of data, it is about what you do with your data. There are many ways to visualize your findings and bring them to everyone's attention. The most popular choices are matplotlib or ggplot2. I am going to take you through how boxplots were created using seaborn (the Python library for visualizing Data) and how they shifted incorrectly along x-axis.

Seaborn boxplots shifted incorrectly along x-axis

on Jun 16, 2022

# set dodge = False to shift correctly

import matplotlib.pyplot as plt
import seaborn as sns

tips = sns.load_dataset("tips")
ax = sns.boxplot(x="day", y="total_bill", hue="time",
                  dodge=False, data=tips, linewidth=2.5)

plt.show()

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Seaborn boxplots shifted incorrectly along x-axis