17_Pandas Dataframe Project: Part 3 - Importing and Exploring Your Data (total time :134:12)

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  • Опубліковано 16 вер 2024
  • In this third installment of our Pandas Dataframe Project series, we'll dive into the essential task of importing your data into a Pandas dataframe. Whether you're working with CSV files, Excel spreadsheets, or other common data formats, we'll guide you through the process using Pandas' powerful reading functions.
    Once your data is imported, we'll explore various techniques to get a better understanding of its structure and content. You'll learn how to:
    Inspect data: Examine the first few rows and columns using head() and tail().
    Check data types: Determine the data types of each column to ensure they're appropriate.
    Get summary statistics: Calculate descriptive statistics like mean, median, and standard deviation.
    Handle missing values: Identify and address missing data points.
    By the end of this video, you'll have a solid grasp of importing and exploring your data using Pandas, setting the stage for further analysis and visualization.
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