example_markdown.md

import pandas as pd

Load the data from the uploaded file

file_path = '/path/to/your/file.csv' # Replace with your file path data = pd.read_csv(file_path)

Group the data by 'Name (Original Name)' and sum the 'Duration (Minutes)'

grouped_data = data.groupby('Name (Original Name)')['Duration (Minutes)'].sum().reset_index()

Rename the columns for clarity

grouped_data.columns = ['Name', 'Total Duration (Minutes)']

Save the aggregated data to a new CSV file

output_file_path = '/path/to/save/aggregated_data.csv' # Replace with your desired file path grouped_data.to_csv(output_file_path, index=False)