Analysing AWS VPC Flow logs with Python and Pandas

This page summarizes the projects mentioned and recommended in the original post on dev.to

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  • Pandas

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

  • I've had some experience doing simple data analysis in Python before, specifically with Pandas, Matplotlib, Numpy, and other popular data science libraries, so it made sense that I leverage those skills rather than trying to learn something like AWS Athena.

  • NumPy

    The fundamental package for scientific computing with Python.

  • I've had some experience doing simple data analysis in Python before, specifically with Pandas, Matplotlib, Numpy, and other popular data science libraries, so it made sense that I leverage those skills rather than trying to learn something like AWS Athena.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • cheatsheets

    Official Matplotlib cheat sheets (by matplotlib)

  • I've had some experience doing simple data analysis in Python before, specifically with Pandas, Matplotlib, Numpy, and other popular data science libraries, so it made sense that I leverage those skills rather than trying to learn something like AWS Athena.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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