A Practical Guide To Entity Resolution in Python (No Database, No Machine Learning)
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 dataset last Friday. I joined it against our CRM, and got 56 hits out of 96. The other 40 were sitting right there in both tables — Necker FinTech in the extracted data wasNecker FinTech Holdings Inc. in the CRM; Investing.com in the data wasFusion Media Limited in the CRM — but JOIN ... ON name =...
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