12/30/2023 0 Comments Conda install pandas![]() ![]() Now what if you want to select a specific column or columns from the Excel file?įor example, what if you want to select only the product_name column? If that’s the case, you can specify this column name as captured below: import pandas as pdĭata = pd.read_excel(r'C:\Users\Ron\Desktop\products.xlsx')ĭf = pd.DataFrame(data, columns=) xlsx files: pip install openpyxl Optional Step: Selecting subset of columns You may then use the PIP install approach to install openpyxl for. ImportError: Missing optional dependency ‘xlrd’ Note: you’ll have to install an additional package if you get the following error when running the code: Notice that you got the same results as those that were stored in the Excel file. Run the Python code (adjusted to your path), and you’ll get the following dataset: product_name price In addition, don’t forget to put the file name at the end of the path + ‘.xlsx’ Step 3: Run the Python code to import the Excel file Note that you should place “r” before the path string to address special characters, such as ‘\’. Here is the Python code for our example: import pandas as pdĭf = pd.read_excel(r'C:\Users\Ron\Desktop\products.xlsx') You’ll also need to include the Excel file extension (in our case, it’s ‘. In the Python code below, you’ll need to modify the path name to reflect the location where the Excel file is stored on your computer.ĭon’t forget to include the file name (in our example, it’s ‘ products‘ as highlighted in blue). Steps to Import an Excel File into Python using Pandas Step 1: Capture the file pathįirst, capture the full path where the Excel file is stored on your computer.įor example, let’s suppose that an Excel file is stored under the following path: You may then follow the steps below to import the Excel file into Python. Suppose that you have the following table stored in Excel (where the Excel file name is ‘ products‘): product_name ![]() Let’s now review an example that includes the data to be imported into Python. Note that for an earlier version of Excel, you may need to use the file extension of ‘xls’Īnd if you have a specific Excel sheet that you’d like to import, you may then apply: import pandas as pdĭf = pd.read_excel(r'Path of Excel file\File name.xlsx', sheet_name='your Excel sheet name') In order to accomplish this goal, you’ll need to use read_excel: import pandas as pdĭf = pd.read_excel(r'Path where the Excel file is stored\File name.xlsx') You can easily import an Excel file into Python using Pandas. ![]()
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