How do I split dicts in Python using pandas?

In Python, you can use the pandas library to split dictionaries into separate DataFrames easily. This method helps in organizing data for analysis or further manipulation. Below is a brief example illustrating how to achieve this using pandas.

import pandas as pd # Sample dictionary data = { 'A': {'name': 'Alice', 'age': 25}, 'B': {'name': 'Bob', 'age': 30}, 'C': {'name': 'Charlie', 'age': 35} } # Convert dict to DataFrame df = pd.DataFrame.from_dict(data, orient='index') # Display the DataFrame print(df)

Python pandas split dicts DataFrame data analysis