How to Create CSV File From Dataframe in Python
To create a CSV file from a dataframe in Python, you can use the to_csv() function from the pandas library.
The following example shows how to create a CSV file from a dataframe using the to_csv() function in Python.
Using to_csv() Function
We can use the to_csv() function to create a CSV file from a dataframe.
Let’s see how to use the to_csv() function in Python:
# Import pandas library
import pandas as pd
# Create the DataFrame
office_stuff = pd.DataFrame({
'Date': ['01-03-2023', '01-03-2023', '01-03-2023', '01-03-2023', '02-03-2023', '02-03-2023'],
'Product_Code': ['A-101', 'A-102', 'A-103', 'B-101', 'B-102', 'B-104'],
'Product_Name': ['Laptop', 'Mobile', 'Printer', 'Keyboard', 'Scanner', 'Mouse'],
'Price': [4500, 550, 250, 50, 350, 50],
'Status': [1, 1, 1, 0, 1, 1]
})
# Create CSV file from dataframe
office_stuff.to_csv("data.csv")
In this example, we use the to_csv() function to create a CSV file data.csv from the dataframe office_stuff.
The output shows the CSV file created from the dataframe.
Conclusion
We can use the to_csv() function from the pandas library to create a CSV file from a dataframe in Python.