I Tested ChatGPT ADA for a Data Cleaning Task. It’s Super Helpful but Fails Logical Reasoning

Author(s): Soner Yıldırım

Originally published on Towards AI.

Let’s see how good and bad it can be
(image created by the author with Midjourney)

A big part of most data-related jobs is cleaning the data. There is usually no standard way of cleaning data, as it can come in numerous different ways.

We encounter inconsistencies, data entry errors, and many other types of issues that need to be handled before the data can be used for downstream processes.

I tested the ChatGPT Advanced Data Analysis (ADA) plugin for a data cleaning task involving a car dataset.

TL;DR ChatGPT ADA is super helpful at using data cleaning libraries to do required tasks but fails to figure out what to do in some… Read the full blog for free on Medium.

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Published via Towards AI