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Charger les données Open Data sur les cadeaux et contrats versés par les laboratoires pharmaceutiques aux praticiens de santé entre janvier 2012 et juin 2014 dans Neo4j. Source : http://www.regardscitoyens.org/sunshine/
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//----------------------- | |
//Importer les docteurs | |
//----------------------- | |
CREATE CONSTRAINT ON (a:DOCTOR) ASSERT a.ID IS UNIQUE; | |
USING PERIODIC COMMIT 2000 | |
LOAD CSV WITH HEADERS FROM "file:c:/sunshine.anonymes.csv" AS line | |
FIELDTERMINATOR ',' | |
MERGE (a:DOCTOR {ID: line.BENEF_PS_ID}) | |
ON CREATE SET a.ORIGIN= line.ORIGIN, a.BENEF_PS_QUALIFICATION= line.BENEF_PS_QUALIFICATION, a.BENEF_PS_DEPARTEMENT= line.BENEF_PS_DEPARTEMENT, a.totalDECL = toInt(line.DECL_AVANT_MONTANT) | |
ON MATCH SET a.totalDECL = toInt(line.DECL_AVANT_MONTANT) + a.totalDECL; | |
//----------------------- | |
//Importer les laboratoires | |
//----------------------- | |
CREATE CONSTRAINT ON (a:PHARMA) ASSERT a.NAME IS UNIQUE; | |
USING PERIODIC COMMIT 2000 | |
LOAD CSV WITH HEADERS FROM "file:c:/sunshine.anonymes.csv" AS line | |
FIELDTERMINATOR ',' | |
WITH line | |
WHERE line.LABO IS NOT NULL | |
MERGE (a:PHARMA {NAME: line.LABO}) | |
ON CREATE SET a.totalDECL = toInt(line.DECL_AVANT_MONTANT) | |
ON MATCH SET a.totalDECL = toInt(line.DECL_AVANT_MONTANT) + a.totalDECL; | |
//----------------------- | |
//Importer les dons individuels des laboratoires aux médecins | |
//----------------------- | |
USING PERIODIC COMMIT 2000 | |
LOAD CSV WITH HEADERS FROM "file:c:/sunshine.anonymes.csv" AS line | |
FIELDTERMINATOR ',' | |
MATCH (b:DOCTOR {ID: line.BENEF_PS_ID}) | |
MATCH (a:PHARMA {NAME: line.LABO}) | |
CREATE (a)-[:HAS_DONATED { | |
DECL_AVANT_DATE: line.AMNDT_IND, | |
DECL_AVANT_NATURE: line.DECL_AVANT_NATURE, | |
DECL_AVANT_MONTANT: toInt(line.DECL_AVANT_MONTANT), | |
DECL_CONV_OBJET: line.DECL_CONV_OBJET, | |
SOURCE: line.SOURCE | |
}]->(b); | |
//----------------------- | |
//Faire aggrégation des dons des laboratoires aux médecins | |
//----------------------- | |
USING PERIODIC COMMIT 2000 | |
LOAD CSV WITH HEADERS FROM "file:c:/sunshine.anonymes.csv" AS line | |
FIELDTERMINATOR ',' | |
MATCH (b:DOCTOR {ID: line.BENEF_PS_ID}) | |
MATCH (a:PHARMA {NAME: line.LABO}) | |
MERGE (a)-[r:IS_LINKED_TO]->(b) | |
ON CREATE SET r.numberDECL = 1, r.totalDECL = toINT(line.DECL_AVANT_MONTANT) | |
ON MATCH SET r.numberDECL = r.numberDECL +1, r.totalDECL = toINT(line.DECL_AVANT_MONTANT) + r.totalDECL; |
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