1 | initial version |
Pandas can be used to group and count categories in the following steps:
Here's an example:
import pandas as pd
# Load data into a DataFrame
df = pd.read_csv('data.csv')
# Group data by a specific column (in this example, 'Category')
grouped = df.groupby('Category')
# Count the number of instances in each group
counts = grouped.size()
# Reset the index to make the results easier to work with
counts = counts.reset_index()
# Print the results
print(counts)
This will output a DataFrame with the category names and the number of instances in each category.