2018-06-20

A Quick Data Cleansing Walkthrough

A Quick Data Cleansing Tutorial


In this blog post I provide a worked end-to-end data cleansing example using the Flow Computing Framework.

This worked example will touch on many parts of a standard data cleansing workflow such as:

  1. Loading in Dirty Data
  2. Correcting Data Point Name Issues
  3. Correcting Casing Issues
  4. Eliminating Unwanted Symbols
  5. Trimming and Standardizing Values
  6. Building a HyperCube and Summarizing the Clean Data

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Check out the worked example below: