javarrusm/data_visualization_template

TEMPLATES

Adding content for checks

import pandas as pd
import matplotlib.pyplot as plt

# Let's create a sample dataframe
data = {
    "name": ["John", "Jane", "Jim", "Janet"],
    "age": [25, 30, 35, 40],
    "location": ["New York", "Chicago", "Los Angeles", "Miami"],
}
df = pd.DataFrame(data)

# Now let's print out the dataframe
display(df)

	name	age	location
0	John	25	New York
1	Jane	30	Chicago
2	Jim	35	Los Angeles
3	Janet	40	Miami

# Create the plot
plt.bar(df['name'], df['age'])
plt.title('Age by Name')
plt.xlabel('Name')
plt.ylabel('Age')

# Save the plot as a PNG image file
plt.savefig('assets/age_by_name_plot.png', dpi=300, bbox_inches='tight')

# Close the plot to prevent it from being displayed
plt.close()