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Sure-AttributeConflation

Overview of the Project

  • Project A: In this project, I will focus on resolving issues with conflicting information about the same place across different sources (Google Maps, Yelp, Apple Maps, etc.).
  • Definition: When different sources provide slightly different information (i.e. phone numbers, names, websites), it gets confusing on what information is accurate. The goal of this project is to fix exactly that by creating something that can select the most accurate and reliable version.

Problem

A single place can have multiple records from different sources with different information.

An example includes:

  • "99 Ranch Market" vs "99 Ranch market"
  • Different phone numbers
  • Missing websites or leading to another page that's not active

Objective

Build a system that automatically chooses the most accurate information from multiple sources.

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Project A: building a system to combine conflicting data from multiple sources into a single, accurate record for each place

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