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physician-similarity-index's Introduction

Medicare Physician Similarity Analysis

Associated with S2N Health: AI-Powered Market Intelligence

Find the 10 nearest neighbours for the following physicians:

  • 1568588127 - Santosh Mathews
  • 1528283249 - Brett Gidney

This Jupyter notebook contains various statistics concepts used to achieve the results.

Dataset: Medicare Physician and Other Practitioners

Introduction

The Medicare Physician and Other Practitioners dataset is a comprehensive collection of information regarding the services and procedures provided to Medicare beneficiaries by physicians and other healthcare practitioners.

Key Features

Rndrng_NPI: Physician indentified by their National Provider Identifier (NPI).
HCPCS_Cd: Procedures coded using the Healthcare Common Procedure Coding System (HCPCS).
Tot_Srvcs: Total number of partical procedure performed.

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