Turning Google into an Explorable Knowledge Graph Using Pure k-NN
How to run k-Nearest Neighbors (KNN) over a merged, multi-query Google SERP corpus to find hidden semantic connections no single search could ever surface.
Jun 17, 202624 min read1

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Articles tagged with #data-science
How to run k-Nearest Neighbors (KNN) over a merged, multi-query Google SERP corpus to find hidden semantic connections no single search could ever surface.

TL;DR: Learn a very simple way to normalize, dedupe, and fuzzy-match records that refer to the same real-world entity in Python, without a database or any ML pipelines. I was working on a Crunchbase