Emir U • 10/15/2023

Better data analysis with logic programming

This technical article presents a case study for applying logic programming to data analysis. Using the ggplot2 diamonds dataset, the author details a symbolic approach in Prolog (with R for data prep) to model diamond prices based on the 4Cs (carat, cut, color, clarity). It covers data preparation, adding domain knowledge, consistency checking, and modeling, arguing for the benefits of a logical framework over traditional exploratory analysis.

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#data analysis #R #Statistical Modeling