Saturday 17 February 2024

Box and Whisker plot using Python

 


#!/usr/bin/env python
# coding: utf-8

# # Box and whisker plot using Python

# # 1. Matplotlib:


# In[1]:


import matplotlib.pyplot as plt

# Sample data
data = [7, 2, 15, 9, 12, 4, 11, 8, 13, 6]

# Create boxplot
plt.boxplot(data)

# Customize labels and title
plt.xlabel("Data")
plt.ylabel("Value")
plt.title("Boxplot with Matplotlib")

plt.show()


# # 2. Pandas:


# In[2]:


import pandas as pd
import matplotlib.pyplot as plt

# Sample DataFrame
data = pd.DataFrame({"values": [7, 2, 15, 9, 12, 4, 11, 8, 13, 6]})

# Create boxplot
data.plot.box()

# Customize labels and title
plt.xlabel("Data")
plt.ylabel("Value")
plt.title("Boxplot with Pandas")

plt.show()


# # 3. Seaborn:


# In[3]:


import seaborn as sns

# Sample data (same as before)
data = [7, 2, 15, 9, 12, 4, 11, 8, 13, 6]

# Create boxplot
sns.boxplot(data=data)

# Customize with hue (category) plot
data = {"category": ["A", "B", "A", "A", "B", "A", "A", "B", "B", "A"], "values": data}
sns.boxplot(x="category", y="values", data=data)

plt.show()


# In[ ]:





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