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Streamlined Data Ingestion with pandas
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    • Streamlined Data Ingestion with pandas

    Run the hidden code cell below to import the packages used in this course.

    Take Notes

    Add notes about the concepts you've learned and code cells with code you want to keep.

    Add your notes here

    # Add your code snippets here

    Explore Datasets

    Try using the prompt below to explore the data and practice your skills!

    There are three data files in the datasets/ directory of varying kinds: data.db (NYC weather and 311 housing complaints), fcc-new-coder-survey.xlsx ( FreeCodeCamp New Developer Survey response subset), and vt_tax_data_2016.csv (Vermont tax return data by ZIP code).

    Import each of these files into a format useful for data analysis in Python, such as specifying data types, handling bad or missing data, and parsing dates. You can also practice importing a specific portion of data from the data files (e.g., certain sheet(s) of an Excel worksheet or using SQL to filter a database on conditions).