Entity-Resolution-Demonstration Graph Example

Description: Entity Resolution, Record Linkage and Similarity wise recommendation with Neo4j

Nodes 1267 Relationships 1939

Figure 1. Model

Figure 2. Example

Example Query:

MATCH (u:User {state: $state} )-[:WATCHED]->(m)-[:HAS]->(g:Genre)

RETURN g.name as genre, count(g) as freq
ORDER BY freq DESC

This is for Neo4j version: 4.4

Required plugins: apoc, graph-data-science

Load graph data via the following:

Import flat files (csv, json, etc) using Cypher’s LOAD CSV, APOC library, or other methods.

Drop the file into the Files section of a project in Neo4j Desktop. Then choose the option to Create new DBMS from dump option from the file options.
Use the neo4j-admin tool to load data from the command line with the command below.

bin/neo4j-admin load --from data/entity-resolution-44.dump [--database "database"]

Upload the dump file to Neo4j Aura via https://console.neo4j.io/#import-instructions

Feel free to submit issues or pull requests for improvement on this repository.

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