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The parameter accepts both a path to a file, an HTTP path, an FTP path or more. The io= parameter is the first parameter, so you can simply pass in the string to the file. How to Read Excel Files in Pandas read_excelĪs shown above, the easiest way to read an Excel file using Pandas is by simply passing in the filepath to the Excel file. In the following sections, you’ll learn how to use the parameters shown above to read Excel files in different ways using Python and Pandas. The full list can be found in the official documentation. The table above highlights some of the key parameters available in the Pandas. Integer value representing the number of rows to read Integer value representing the number of rows to skip The columns to read, if not all columns are to be readĬan be strings of columns, Excel-style columns (“A:C”), or integers representing positions columnsĭictionary with columns as keys and data types as values Will default to the first sheet in the workbook (position 0).Ĭan read either strings (for the sheet name), integers (for position), or lists (for multiple sheets) In this tutorial, you’ll learn how to use the main parameters available to you that provide incredible flexibility in terms of how you read Excel files in Pandas. The Pandas read_excel() function has a ton of different parameters. Understanding the Pandas read_excel Function In the following sections of this tutorial, you’ll learn more about the Pandas read_excel() function to better understand how to customize reading Excel files. You can specify the path to the file and a sheet name to read, as shown below: # Reading an Excel File in Pandasĭf = pd.read_excel('/Users/datagy/Desktop/Sales.xlsx') To read Excel files in Python’s Pandas, use the read_excel() function. The Quick Answer: Use Pandas read_excel to Read Excel Files

How to Specify Columns Names in Pandas read_excel.How to Specify Excel Sheet Names in Pandas read_excel.How to Read Excel Files in Pandas read_excel.Understanding the Pandas read_excel Function.The Quick Answer: Use Pandas read_excel to Read Excel Files.