Exporting a Pandas DataFrame to an Excel file
Let us see how to export a Pandas DataFrame to an Excel file.
Algorithm:
- Create the DataFrame.
- Determine the name of the Excel file.
- Call to_excel() function with the file name to export the DataFrame.
Example 1:
Python3
# importing the module import pandas as pd # creating the DataFrame marks_data = pd.DataFrame({'ID': {0: 23, 1: 43, 2: 12, 3: 13, 4: 67, 5: 89, 6: 90, 7: 56, 8: 34}, 'Name': {0: 'Ram', 1: 'Deep', 2: 'Yash', 3: 'Aman', 4: 'Arjun', 5: 'Aditya', 6: 'Divya', 7: 'Chalsea', 8: 'Akash' }, 'Marks': {0: 89, 1: 97, 2: 45, 3: 78, 4: 56, 5: 76, 6: 100, 7: 87, 8: 81}, 'Grade': {0: 'B', 1: 'A', 2: 'F', 3: 'C', 4: 'E', 5: 'C', 6: 'A', 7: 'B', 8: 'B'}}) # determining the name of the file file_name = 'MarksData.xlsx' # saving the excel marks_data.to_excel(file_name) print('DataFrame is written to Excel File successfully.') |
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Output:
DataFrame is written to Excel File successfully.
The Excel file is:
Example 2: We can also first use the ExcelWriter() method to save it.
Python3
# importing the module import pandas as pd # creating the DataFrame cars_data = pd.DataFrame({'Cars': ['BMW', 'Audi', 'Bugatti', 'Porsche', 'Volkswagen'], 'MaxSpeed': [220, 230, 240, 210, 190], 'Color': ['Black', 'Red', 'Blue', 'Violet', 'White']}) # writing to Excel datatoexcel = pd.ExcelWriter('CarsData1.xlsx') # write DataFrame to excel cars_data.to_excel(datatoexcel) # save the excel datatoexcel.save() print('DataFrame is written to Excel File successfully.') |
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Output:
DataFrame is written to Excel File successfully.
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