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Openpyxl and Pandas | Excel Automation with Python
Excel Automation with Python
course content

Contenido del Curso

Excel Automation with Python

bookOpenpyxl and Pandas

Let's now import an excel file and transform it into a pandas DataFrame!

Using openpyxl and pandas together allowing for efficient data analysis and the creation of feature-rich Excel reports directly from Python.

Tarea
test

Swipe to show code editor

  • Import pandas and openpyxl;
  • Extract the values of the workbook:
    • Use load_workbook() function that reads the file from the disk so that you can manipulate it;
    • workbook.active help get access to the currently active worksheet in the workbook;
  • sheet.values property generates a generator of all the rows in the worksheet, where each row is represented as a tuple of cell values.
  • Create a DataFrame (df) out of them:
    • Use pd.DataFrame() function.

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¿Todo estuvo claro?

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Let's now import an excel file and transform it into a pandas DataFrame!

Using openpyxl and pandas together allowing for efficient data analysis and the creation of feature-rich Excel reports directly from Python.

Tarea
test

Swipe to show code editor

  • Import pandas and openpyxl;
  • Extract the values of the workbook:
    • Use load_workbook() function that reads the file from the disk so that you can manipulate it;
    • workbook.active help get access to the currently active worksheet in the workbook;
  • sheet.values property generates a generator of all the rows in the worksheet, where each row is represented as a tuple of cell values.
  • Create a DataFrame (df) out of them:
    • Use pd.DataFrame() function.

Mark tasks as Completed
Switch to desktopCambia al escritorio para practicar en el mundo realContinúe desde donde se encuentra utilizando una de las siguientes opciones
Sección 1. Capítulo 10
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