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2014: John’s
Favorite Thing
Problem:

Art Photo Archives
Image Detail
Image Detail
Same Piece, Frame
Same Piece, Frame
Similar/Copies
Graph Analysis with Neo4j
Frick 420
420
Zeri 1583642090
Frick 417
417
?
Frick 347
347
Zeri 12227
33526
Frick 348
348
33525
?
8132a 8132
57129
57134
57130
57138
8131a 8131
?
Neo4j: Cypher
() ()
() ()- - >
What is a node?
• A JSON document!

• {“name”:”John”,”age”:30}

• Can also have labels!

• :human, :programmer, :corporeal
({name:”John”}) ()- - >
({name:”John”}) (:human)- - >
({name”:”John}) (:cat)- - >
What is a relationship?
• A JSON document!

• {“first_met_date”:”2014-11-20”,”visits”:1}

• Can have labels!

• :owns, :is_friends_with, :spies_on
({name:”John”}) ()-[:owns]- >
({name:”John”}) ()-[:is_friends_with]- >
“Select”
MATCH (a:Artwork {source: 'frick', century: 15})

RETURN count(distinct a)
“JOIN”
MATCH

(a:Artwork {source: 'frick'})--(b:Artwork)

RETURN a, b
Deep “JOIN”
MATCH

(a:Artwork {source: ‘frick’})-[*1..5]-(b:Artwork)

RETURN a, b
“Find and Insert”
MATCH (a:Artwork {id: 123}),
(b:Artwork {id: 456})
CREATE (a)-[:is_similar_to]->(b);
“Update or Insert then Create”
MERGE (artwork:Artwork {id: 123, source: ”frick”})
CREATE (image:Image {id: 456, source: “frick”})
CREATE (artwork)-[:photo]->(image);
Import data from CSV
USING PERIODIC COMMIT 500
LOAD CSV WITH HEADERS FROM "file://foo.csv" AS line
MERGE (artwork:Artwork {id: line.artwork, source: line.source)})
CREATE (image:Image {id: line.image, source: line.source})
CREATE (artwork)-[:photo]->(image);
Frick 420
420
Zeri 1583642090
Frick 417
417
?
Find the Missing Connection!
MATCH

(a:Artwork {source: 'frick'})--(i:Image)--

(z:Image {source: 'zeri'})--

(ii:Image)--(aa:Artwork {source: 'frick'})

WHERE not(f=ff) AND not(a--aa)

RETURN a,aa,i,ii,z
a
aa
?
MATCH

(a:Artwork {source: 'frick'})--

(i:Image)--

(z:Image {source: 'zeri'})--

(ii:Image)—

(aa:Artwork {source: 'frick'})

WHERE not(a=aa) AND not(i--ii)

RETURN a,aa,i,ii,z
i
ii
z
• http://ejohn.org/research/

• https://github.com/jeresig

• http://neo4j.com/developer/cypher-
query-language/

• http://neo4j.com/docs/2.0/cypher-
refcard/

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2014: John's Favorite Thing (Neo4j)