I hope you now understand how to export a Pandas dataframe to Excel using the different libraries at hand. Do follow AskPython for more such interesting tutorials.
If you want to convert DataFrame to list in Python, you have 5 options. You can convert a single row or column to list with thetolist()function, you can convert the entire DataFrame to a nested list, also with thetolist()function, and you can even convert the DataFrame into a list ...
2. Pandas DataFrame to 2D list using the to_dict() function If we prefer to have a list of dictionaries where each dictionary represents a row, with column names as keys, we can use theto_dict(‘records’)method to convert a Pandas DataFrame to a list in Python. import pandas as pd ...
Each table is written to a separate sheet in the Excel file with the DataFrame.to_excel method provided by the pandas library. About convert PDF to excel using this python script 🐍 Topics pdf-converter python-3 Resources Readme Activity Stars 54 stars Watchers 2 watching Forks 17...
customers_df = pd.DataFrame(data['customers']) transactions_df = pd.DataFrame(data['transactions']) with pd.ExcelWriter('categories_output.xlsx') as writer: customers_df.to_excel(writer, sheet_name='Customers', index=False) transactions_df.to_excel(writer, sheet_name='Transactions', index=...
In order to use the functions of the pandas library, we first need to load pandas: importpandasaspd# Import pandas library The following data is used as a basis for this Python programming tutorial: data=pd.DataFrame({"x1":range(1,10),# Create pandas DataFrame"x2":["a","b","c","...
Exporting to a File import pandas as pd df = pd.DataFrame({ 'Name': ['Alice', 'Bob'], 'Age': [25, 30], 'Occupation': ['Engineer', 'Doctor'] }) df.to_xml("sample_data.xml") If you check your current directory, you’ll find a file namedsample_data.xml. It contains: ...
1.1 Install Python Pandas Module. 1. 2 Import Python Pandas Module In Python Source File. 2. Read CSV File Use Pandas. 3. Pandas Write Data To CSV File. 4. Pandas Write Data To Excel File. 5. Python Pandas DataFrame Operation Methods. ...
Here is the Python script to convert the Excel to JSON:Copy import pandas as pd # Load Excel to DataFrame path_excel = 'store_data.xlsx' df = pd.read_excel(path_excel, engine='openpyxl') # Convert DataFrame to JSON json_data = df.to_json(orient='records', indent=4) print(json_...
DataFrame(lst) print(df) Output: 0 0 fav 1 tutor 2 coding 3 skills 2) Using a list with index & column names We can create the data frame by giving the name to the column and indexing the rows. Here we also used the same DataFrame constructor as above. Example: # import pandas...