Created
May 6, 2021 17:10
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Import CSV with Neo4J Cypher
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// clear data | |
MATCH (n:Officer) delete n; | |
MATCH (n:Incident) delete n; | |
MATCH (n:Precinct) delete n; | |
MATCH (n:Penalty) delete n; | |
CREATE CONSTRAINT officerIdConstraint ON (officer:Officer) ASSERT officer.id IS UNIQUE | |
CREATE CONSTRAINT incidentIdConstraint ON (incident:Incident) ASSERT incident.id IS UNIQUE | |
CREATE CONSTRAINT precinctIdConstraint ON (precinct:Precinct) ASSERT precinct.id IS UNIQUE | |
CREATE CONSTRAINT penaltyIdConstraint ON (penalty:Penalty) ASSERT penalty.id IS UNIQUE | |
// CREATE INDEX FOR (c:Country) ON (c.name) | |
// CREATE PRECINCTS | |
LOAD CSV WITH HEADERS FROM "http://localhost:11001/project-185bb75c-b944-451a-9c0f-aeba860ae68a/nypd_complaints.csv" AS csvLine | |
MERGE (precinct:Precinct {pct: COALESCE(csvLine.IncidentPrecinct, 'NO PRECINCT SET')}) | |
RETURN precinct | |
// CREATE PENALTIES | |
LOAD CSV WITH HEADERS FROM "http://localhost:11001/project-185bb75c-b944-451a-9c0f-aeba860ae68a/nypd_complaints.csv" AS csvLine | |
MERGE (penalty:Penalty {penaltyRec: COALESCE(csvLine.PenaltyRec, "NO PENALTY RECOMMENDATION"), penaltyDesc: COALESCE(csvLine.PenaltyDesc, "NO PENALTY DESCRIPTION")}) | |
return penalty | |
// CREATE OFFICERS | |
LOAD CSV WITH HEADERS FROM "http://localhost:11001/project-185bb75c-b944-451a-9c0f-aeba860ae68a/nypd_complaints.csv" AS csvLine | |
MERGE (officer:Officer {id: toInteger(csvLine.OfficerID), lastName: csvLine.LastName, firstName: csvLine.FirstName, status: csvLine.Status, gender: csvLine.OfficerGender}) | |
RETURN officer | |
// CREATE INCIDENTS | |
LOAD CSV WITH HEADERS FROM "http://localhost:11001/project-185bb75c-b944-451a-9c0f-aeba860ae68a/nypd_complaints.csv" AS csvLine | |
CREATE (incident:Incident {id: toInteger(csvLine.ComplaintID), date: csvLine.IncidentDate, ccrbDisposition: csvLine.CCRBDisposition, nypdDisposition: csvLine.NYPDDisposition, location: csvLine.LocationType, reason: csvLine.ContactReason, outcome: csvLine.ContactOutcome, impactedRace: csvLine.ImpactedRace, impactedGender: csvLine.ImpactedGender, incidentCommand: csvLine.IncidentCommand}) | |
// CREATE RELATIONSHIPS BETWEEN OFFICERS AND PRECINCTS | |
LOAD CSV WITH HEADERS FROM "http://localhost:11001/project-185bb75c-b944-451a-9c0f-aeba860ae68a/nypd_complaints.csv" AS csvLine | |
MATCH (officer:Officer {id: toInteger(csvLine.ShieldNo)}), (precinct:Precinct {pct: csvLine.IncidentPrecinct}) | |
CREATE (officer)-[:MEMBER_OF {currentRank: csvLine.CurrentRankLong}]->(precinct) | |
// CREATE RELATIONSHIPS BETWEEN OFFICERS AND INCIDENTS | |
LOAD CSV WITH HEADERS FROM "http://localhost:11001/project-185bb75c-b944-451a-9c0f-aeba860ae68a/nypd_complaints.csv" AS csvLine | |
MATCH (officer:Officer {id: toInteger(csvLine.OfficerID)}), (incident:Incident {id: toInteger(csvLine.ComplaintID)}) | |
CREATE (officer)-[:NAMED_IN {allegation: csvLine.Allegation}]->(incident) | |
// CREATE RELATIONSHIPS BETWEEN INCIDENTS AND PENALTIES | |
USING PERIODIC COMMIT 500 | |
LOAD CSV WITH HEADERS FROM "http://localhost:11001/project-185bb75c-b944-451a-9c0f-aeba860ae68a/nypd_complaints.csv" AS csvLine | |
MATCH (incident:Incident {id: toInteger(csvLine.ComplaintID)}), (penalty:Penalty {id: toInteger(csvLine.AllegationID)}) | |
CREATE (incident)-[:RESULTED_IN]->(penalty) |
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