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Data Analytics in Python

Confirm the Integrity of Your Data

Explore methods to confirm the integrity of your data by comparing original and transformed CPI and wages datasets. Understand how different scales and transformations affect your graphs and ensure your analysis reflects real growth trends accurately.

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Check the integrity of data

But even before going there, we should confirm that our plots make sense in the context of their data sources. Working with our BLS examples, let’s look at graphs to compare CPI and wages data from both before and after our manipulation. That way, we can ensure that our math (particularly our fake) didn’t skew things too severely.

Here’s ...