Created
December 28, 2017 17:53
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Import the Relato graph (https://medium.com/@mesirii/quick-import-relato-business-graph-database-from-data-world-into-neo4j-1b9f16404951)
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//Creating companies | |
CALL apoc.load.json($url) YIELD value | |
WITH distinct value.home_domain as domain, value.home_name as name | |
merge (b:Business {domain:domain}) ON CREATE SET b.name = name; | |
//Creating more companies | |
call apoc.load.json($url) yield value | |
with distinct value.link_domain as domain, value.link_name as name | |
merge (b:Business {domain:domain}) ON CREATE SET b.name = name; | |
//connecting related companies | |
call apoc.load.json($url) yield value | |
where value.type is null | |
match (from:Business {domain:value.home_domain}) | |
match (to:Business {domain:value.link_domain}) | |
create (from)-[:RELATED_TO]->(to); | |
//connecting companies to customers | |
call apoc.load.json('https://query.data.world/s/_kQZwISTfInOevAL2Cy2SelUkue4NS') yield value | |
with toUpper(value.type) as type, value WHERE type = 'CUSTOMER' | |
match (from:Business {domain:value.home_domain}) | |
match (to:Business {domain:value.link_domain}) | |
create (from)-[:CUSTOMER {user:value.username, | |
date:apoc.date.parse(value.update_time.`$date`,'s', | |
"yyyy-MM-dd'T'HH:mm:ss.SSS'Z'")}]->(to); | |
//connecting companies to competitors | |
CALL apoc.load.json($url) YIELD value | |
WITH value WHERE toUpper(value.type) = 'COMPETITOR' | |
MATCH (from:Business {domain:value.home_domain}) | |
MATCH (to:Business {domain:value.link_domain}) | |
MERGE (from)-[rel:COMPETITOR]->(to) | |
ON CREATE SET rel.user = value.username; | |
//connecting companies to suppliers | |
CALL apoc.load.json($url) YIELD value | |
WITH value WHERE toUpper(value.type) = 'SUPPLIER' | |
MATCH (from:Business {domain:value.home_domain}) | |
MATCH (to:Business {domain:value.link_domain}) | |
MERGE (from)-[rel:SUPPLIER]->(to) | |
ON CREATE SET rel.user = value.username, | |
rel.date = apoc.date.parse(value.update_time.`$date`,'s',"yyyy-MM-dd'T'HH:mm:ss.SSS'Z'"); | |
//connecting companies to investments | |
CALL apoc.load.json($url) YIELD value | |
WITH value WHERE toUpper(value.type) = 'INVESTMENT' | |
MATCH (from:Business {domain:value.home_domain}) | |
MATCH (to:Business {domain:value.link_domain}) | |
MERGE (from)-[rel:INVESTMENT]->(to) | |
ON CREATE SET rel.user = value.username, | |
rel.date = apoc.date.parse(value.update_time.`$date`,'s',"yyyy-MM-dd'T'HH:mm:ss.SSS'Z'"); | |
//connecting companies to partners | |
CALL apoc.load.json($url) YIELD value | |
WITH value WHERE toUpper(value.type) = 'PARTNERSHIP' | |
MATCH (from:Business {domain:value.home_domain}) | |
MATCH (to:Business {domain:value.link_domain}) | |
MERGE (from)-[rel:PARTNERSHIP]->(to) | |
ON CREATE SET rel.user = value.username, | |
rel.date = apoc.date.parse(value.update_time.`$date`,'s',"yyyy-MM-dd'T'HH:mm:ss.SSS'Z'"); | |
//Adding page-rank | |
call algo.pageRank(); | |
//Adding betweeness centrality for partnerships | |
call algo.betweenness('Business','PARTNERSHIP'); | |
//cluster | |
call algo.labelPropagation('Business','CUSTOMER','OUTGOING',{iterations:10}); | |
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