Supercharged pandas: Tracing dependencies with a novel approach

Supercharged Pandas: Tracing Dependencies with a Novel Approach

An object-oriented approach to manage multiple files and dataframes, and tracing dependencies.

How will this benefit you:

This article describes an object-oriented approach for data analysis. It outlines 2 novel approaches: (a) reduce repetitive file reads by assigning dataframes to the attributes of the Reports object, and (b) trace dependent methods recursively to construct attributes. These approaches have allowed me to be highly productive in what …

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