Kenny demonstrates how to build a flexible and expressive graph model and related queries that map closely to your domain needs, and which can be evolved as your application evolves.

1. (graphs)-[:are]->(everywhere)
Graph

2. Data

3. ModelingNeo4j
© All Rights Reserved 2014 | Neo Technology, Inc.
with

4. @kennybastani

5. © All Rights Reserved 2014 | Neo Technology, Inc.
Agenda
•What

6. is

7. a

8. graph

9. database?

10.
•Introduction

11. to

12. graphs

13.
•Introduction

14. to

15. the

16. labeled

17. property

18. graph

19. data

20. model

21.
•Introduction

22. to

23. Cypher

24. (Neo4j’s

25. query

26. language)

27.
•Tour

28. of

29. the

30. Neo4j

31. browser

32.
•Introduction

33. to

34. graph-based

35. modeling

36.
•Graph

37. data

38. modeling

39. guidelines

40.
•Authoring

41. a

42. GraphGist
2

43. © All Rights Reserved 2014 | Neo Technology, Inc.
(What

44. is

45. a

46. graph

47. database?)

48. © All Rights Reserved 2014 | Neo Technology, Inc.
What

49. is

50. a

51. graph

52. database?
•Graph

53. databases

54. are

55. a

56. kind

57. of

58. NoSQL

59. database

60.
•It

61. lets

62. you

63. store

64. and

65. manage

66. your

67. data

68. as

69. a

70. graph

71.
•Graphs

72. are

73. a

74. set

75. of

76. nodes

77. and

78. relationships

79. that

80. describe

81. some

82.
arbitrary

83. domain

84.
•Neo4j

85. is

86. a

87. graph

88. database,

89. using

90. the

91. labeled

92. graph

93. property

94. data

95.
model
4

96. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
(Introduction

97. to

98. graphs)

99. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
What

100. is

101. a

102. graph?

103. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
Zombie Pastimes
Eating Brains
Dancing With
Michael Jackson
% of People Who Hate Michael Jackson by Date
0
25
50
75
100
June 25, 2009 June 26,2009
7

104. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
Zombie Pastimes
Eating Brains
Dancing With
Michael Jackson
% of People Who Hate Michael Jackson by Date
0
25
50
75
100
June 25, 2009 June 26,2009
These

105. are

106. Charts!
NOT

107. Graphs!
8

108. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
So

109. what

110. about

111. data?

112. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
John
Sally
Graph Databases
Book
Friend Of
Friend Of
H
as ReadHasRead
10

113. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
name: John
age: 27
name: Sally
age: 32
title: Graph Databases
authors: Ian Robinson,
Jim Webber
FRIEND_OF
since: 01/09/2013
HAS_READ
on: 2/03/2013
rating: 5
HAS_READ
on: 02/09/2013
rating: 4
FRIEND_OF
since: 01/09/2013
11

114. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
The

115. Relational

116. Table

117. Model

118. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
Customers AccountsCustomer_Accounts
143 Alice
326
$100
725
$632
981 $212
143 981
143 725
143 326
13

119. © All Rights Reserved 2014 | Neo Technology, Inc.
(Introduction

120. to

121. the

122. labeled

123. property

124. graph

125. data

126. model)

127. © All Rights Reserved 2014 | Neo Technology, Inc.
Four

128. Building

129. Blocks
•Nodes

130.
•Relationships

131.
•Properties

132.
•Labels
15

133. © All Rights Reserved 2014 | Neo Technology, Inc.
Nodes
16

134. © All Rights Reserved 2014 | Neo Technology, Inc.
Nodes
•Nodes

135. are

136. used

137. to

138. represent

139. en##es
and
complex
value
types
in

140.
your

141. domain

142.
•Nodes

143. contain

144. properties

145.
•Key-value

146. pairs

147.
• Java

148. primitives

149.
• Arrays

150.
• null

151. is

152. not

153. a

154. valid

155. value

156.
•Every

157. node

158. can

159. have

160. different

161. properties

162.
•Nodes

163. do

164. not

165. have

166. to

167. have

168. the

169. same

170. keys
17

171. © All Rights Reserved 2014 | Neo Technology, Inc.
Relationships
18

172. © All Rights Reserved 2014 | Neo Technology, Inc.
Relationships

173. (continued)
19
Nodes
can
have
more
than
one
relationship
Self
relationships
are
allowed
Nodes
can
be
connected
by
more
than
one
relationship

174. © All Rights Reserved 2014 | Neo Technology, Inc.
Relationships
•Every

175. relationship

176. has

177. a

178. name

179. and

180. a

181. direc#on
•Add

182. structure

183. to

184. the

185. graph

186.
•Provide

187. semantic

188. context

189. for

190. nodes

191.
•Can

192. contain

193. properties

194.
•Used

195. to

196. represent

197. quality

198. or

199. weight
of

200. relationship,

201. or

202. metadata

203.
•Every

204. relationship

205. must

206. have

207. a

208. start
node

209. and

210. end
node
•No

211. dangling

212. relationships
20

213. © All Rights Reserved 2014 | Neo Technology, Inc.
Labels
21

214. © All Rights Reserved 2014 | Neo Technology, Inc.
Labels
•Every

215. node

216. can

217. have

218. zero
or
more
labels

219.
•Used

220. to

221. represent

222. roles

223. (e.g.

224. user,

225.
product,

226. company)

227.
•Group

228. nodes

229.
•Allow

230. us

231. to

232. associate

233. indexes

234. and

235. constraints

236. with

237. groups

238. of

239.
nodes
22

240. © All Rights Reserved 2014 | Neo Technology, Inc.
Four

241. Building

242. Blocks
•Nodes

243.
•Entities

244.
•Relationships

245.
•Connect

246. entities

247. and

248. structure

249. domain

250.
•Properties

251.
•Entity

252. attributes,

253. relationship

254. qualities,

255. and

256. metadata

257.
•Labels

258.
•Group

259. nodes

260. by

261. role
23

262. © All Rights Reserved 2014 | Neo Technology, Inc.
(Introduction

263. to

264. Cypher)

265. © All Rights Reserved 2014 | Neo Technology, Inc.
Cypher

266. is

267. Neo4j's

268. graph

269. query

270. language

271.
•Declarative

272. Pattern-Matching

273. language

274.
•SQL-like

275. syntax

276.
•Designed

277. for

278. graphs
25

279. © All Rights Reserved 2014 | Neo Technology, Inc.
It’s

280. all

281. about

282. Patterns
26
A
B C

283. © All Rights Reserved 2014 | Neo Technology, Inc.
27

284. © All Rights Reserved 2014 | Neo Technology, Inc.
28

285. © All Rights Reserved 2014 | Neo Technology, Inc.
How?

287. © All Rights Reserved 2014 | Neo Technology, Inc.
(a) -- (b)
a b
Text

288. Art
30

289. © All Rights Reserved 2014 | Neo Technology, Inc.
Either

290. direction
31
MATCH (a)--(b)
RETURN a, b;
a b

291. © All Rights Reserved 2014 | Neo Technology, Inc.
Direction

292. specific
32
MATCH (a)--(b)
RETURN a, b;
a b

293. © All Rights Reserved 2014 | Neo Technology, Inc.
33
b
a
b
a
b
a
MATCH (a)--(b)
RETURN a, b;

294. © All Rights Reserved 2014 | Neo Technology, Inc.
(a) -[r]- ()
a
Relationships
34
r

295. © All Rights Reserved 2014 | Neo Technology, Inc.
Two

296. nodes,

297. one

298. relationship
35
MATCH (a)-[r]-()
RETURN a.name, type(r);
a
r

299. © All Rights Reserved 2014 | Neo Technology, Inc.
(a) -[:ACTED_IN]- (m)
a m
Actors

300. and

301. movies
36
ACTED IN

302. © All Rights Reserved 2014 | Neo Technology, Inc.
Return

303. properties

304. of

305. the

306. matched

307. pattern
37
MATCH (a)-[:ACTED_IN]-(m)
RETURN a.name, m.title;
a m
ACTED IN

308. © All Rights Reserved 2014 | Neo Technology, Inc.
Also

309. return

310. properties

311. of

312. the

313. relationship
38
MATCH (a)-[r:ACTED_IN]-(m)
RETURN a.name, r.roles, m.title;
a m
ACTED IN

314. © All Rights Reserved 2014 | Neo Technology, Inc.
Paths
39
(a)--(b)--(c)
a b c

315. © All Rights Reserved 2014 | Neo Technology, Inc.
40
b
c
a
b
c
a
b
a
(a)--(b)--(c)

316. © All Rights Reserved 2014 | Neo Technology, Inc.
Paths
41
(a)--(b)--(c)
a b c

317. © All Rights Reserved 2014 | Neo Technology, Inc.
Paths
42
(a)--(b)--(c)
a b c

318. © All Rights Reserved 2014 | Neo Technology, Inc.
43
c
b
a
c
b
c
b
a
a
(a)--(b)--(c)

319. © All Rights Reserved 2014 | Neo Technology, Inc.
Who

320. acted

321. in

322. a

323. movie

324. and

325. who

326. was

327. the

328. director

329. of

330. that

331. movie?
44
MATCH (a)-[:ACTED_IN]-(m)-[:DIRECTED]-(d)
RETURN a.name, m.title, d.name;
a
m
ACTED IN
d
DIRECTED

332. © All Rights Reserved 2014 | Neo Technology, Inc.
45
MATCH (a)-[:ACTED_IN]-(m)-[:DIRECTED]-(d)
RETURN a.name, m.title, d.name;
d
m
a
d
m
d
m
a
a

333. © All Rights Reserved 2014 | Neo Technology, Inc.
Table

334. of

335. results
46
MATCH (a)-[:ACTED_IN]-(m)-[:DIRECTED]-(d)
RETURN a.name, m.title, d.name;
a.name m.title d.name
“Keanu Reeves” “The Matrix” “Andy Wachowski”
“Keanu Reeves” “The Matrix Reloaded” “Andy Wachowski”
“Noah Wyle” “A Few Good Men” “Rob Reiner”
“Tom Hanks” “Cloud Atlas” “Andy Wachowski”
... ... ...

336. © All Rights Reserved 2014 | Neo Technology, Inc.
Many

337. aggregation

338. functions

339. are

340. supported
47
count(x) - add up the number of occurrences
min(x) - get the lowest value
max(x) - get the highest value
avg(x) - get the average of a numeric value
sum(x) - add up all values
collect(x) - collected all the occurrences into an array

341. © All Rights Reserved 2014 | Neo Technology, Inc.
MATCH (a)-[:ACTED_IN]-(m)-[:DIRECTED]-(d)
RETURN a.name, d.name, count(*) AS count
ORDER BY count DESC
LIMIT 5;
Sort

343. Limit
48
Which

344. actor

345. and

346. director

347. worked

348.
together

349. the

350. most?

351. © All Rights Reserved 2014 | Neo Technology, Inc.
Graph

352. Traversal

353. (Getting

354. from

355. point

356. A

357. to

358. point

360. B)

361. © All Rights Reserved 2014 | Neo Technology, Inc.
All-nodes

362. Query
50
MATCH (n)
RETURN n;
Matches every node in the graph

363. © All Rights Reserved 2014 | Neo Technology, Inc.
Find

364. a

365. specific

366. node

367. (within

368. all-nodes)
51
MATCH (n)
WHERE n.name = Tom Hanks
RETURN n;
WHERE - filter the results
n.name = Tom Hanks - by the name property value

369. © All Rights Reserved 2014 | Neo Technology, Inc.
Find

370. a

371. specific

372. node

373. (concise

374. syntax)
52
MATCH (n {name:Tom Hanks})
RETURN n;
MATCH (n) - find patterns in graph
{name:Tom Hanks} - with the specified properties

375. © All Rights Reserved 2014 | Neo Technology, Inc.
53
MATCH (n {n.name:Tom Hanks})
RETURN n;
t

376. © All Rights Reserved 2014 | Neo Technology, Inc.
Find

377. a

378. specific

379. node

380. (with

381. a

382. label)
54
MATCH (tom:Person)
WHERE tom.name=Tom Hanks
RETURN tom;
:Person - Matches only nodes labeled as Person

383. © All Rights Reserved 2014 | Neo Technology, Inc.
55
MATCH (tom:Person {name:Tom Hanks})
RETURN tom;
t

384. © All Rights Reserved 2014 | Neo Technology, Inc.
Start

385. with

386. a

387. specific

388. (labeled)

389. node
56
MATCH (tom:Person)-[:ACTED_IN]-(movie:Movie)
WHERE tom.name=Tom Hanks
RETURN movie.title;
(Movies featuring Tom Hanks)
MATCH (tom:Person {name:Tom Hanks})-[:ACTED_IN]-(movie:Movie)
RETURN movie.title;

390. © All Rights Reserved 2014 | Neo Technology, Inc.
57
m
m
m
t
m
MATCH (tom:Person {name:Tom Hanks})-[:ACTED_IN]-(movie:Movie)
RETURN movie.title;

391. © All Rights Reserved 2014 | Neo Technology, Inc.
Start

392. with

393. a

394. specific

395. labeled

396. node
58
MATCH (tom:Person {name:Tom Hanks})-[:ACTED_IN]-(movie),
(director)-[:DIRECTED]-(movie)
RETURN director.name;
(Directors who worked with Tom Hanks)

397. © All Rights Reserved 2014 | Neo Technology, Inc.
59
MATCH (tom:Person {name:Tom Hanks})-[:ACTED_IN]-(movie:Movie)
(director:Person)-[:DIRECTED]-(movie)
RETURN director.name;
t
d
d

398. © All Rights Reserved 2014 | Neo Technology, Inc.
(Tour

399. of

400. the

401. Neo4j

402. browser)

403. © All Rights Reserved 2014 | Neo Technology, Inc.
http://localhost:7474/
Neo4j

404. Browser

405. -

406. finding

407. help
61

408. © All Rights Reserved 2014 | Neo Technology, Inc.
Neo4j

409. Browser

410. Execute

411. Cypher,

412. Visualize
62

413. © All Rights Reserved 2014 | Neo Technology, Inc.
Neo4j

414. Browser

415. -

416. importing

417. sample

418. data
63

419. © All Rights Reserved 2014 | Neo Technology, Inc.
Neo4j

420. Data

421. browser

422. -

423. display

424. more

425. data
64

426. © All Rights Reserved 2014 | Neo Technology, Inc.
(Graph

427. search

428. and

429. Neo4j)

430. © All Rights Reserved 2014 | Neo Technology, Inc.

431. © All Rights Reserved 2014 | Neo Technology, Inc.
67
MATCH (me:Person {name:’Philip’})-[:FRIEND_OF]-(friends),
(friends)-[:LIKES]-(restaurant),
(restaurant)-[:LOCATED_IN]-(city {Location = ‘New York’}),
(restaurant)-[:SERVES]-(cuisine {cuisine = ‘Sushi’})
RETURN restaurant.name
* Cypher query language example

432. © All Rights Reserved 2014 | Neo Technology, Inc.
68

433. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
(Introduction

434. to

435. graph-based

436. modeling)

437. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
Start

438. with

439. a

440. whiteboard

441. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
71

442. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
Adam
LOL Cat
FRIEND_OF
SHARED
COMMENTED
Sarah
FUNNY
ON
LIKES
72

443. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
Adam
LOL Cat
FRIEND_OF
SHARED
COMMENTED
Sarah
FUNNY
ON
LIKES
73

444. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
74

445. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
Tom Hanks Hugo Weaving
Cloud Atlas
The Matrix
Lana
Wachowski
ACTED_IN
ACTED_IN
ACTED_IN
DIRECTED
DIRECTED
75

446. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
Model

447. Incrementally

448. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
Tom Hanks Hugo Weaving
Cloud Atlas
The Matrix
Lana
Wachowski
ACTED_IN
ACTED_IN
ACTED_IN
DIRECTED
DIRECTED
77

449. © All Rights Reserved 2014 | Neo Technology, Inc.© All Rights Reserved 2013 | Neo Technology, Inc.© All Rights Reserved 2014 | Neo Technology, Inc.
name: Tom Hanks
nationality: USA
won: Oscar, Emmy
name: Hugo Weaving
nationality: Australia
won: MTV Movie Award
title: Cloud Atlas
genre: drama, sci-fi
title: The Matrix
genre: sci-fi
name: Lana Wachowski
nationality: USA
won: Razzie, Hugo
ACTED_IN
role: Zachry
ACTED_IN
role: Bill Smoke
DIRECTED
DIRECTED
ACTED_IN
role: Agent Smith
78

450. © All Rights Reserved 2014 | Neo Technology, Inc.
(Graph

451. data

452. modeling

453. guidelines)

454. © All Rights Reserved 2014 | Neo Technology, Inc.
Symmetric

455. Relationships
80
OR

456. © All Rights Reserved 2014 | Neo Technology, Inc.
Infer

457. Symmetric

458. Relationship
Find
child:
MATCH (parent{name:'Sarah'})

459.
-[:PARENT_OF]-(child)

460.
RETURN child

461.
Find
parent:
MATCH (parent)-[:PARENT_OF]-

462.
(child{name:'Eric'})

463.
RETURN parent
81

464. © All Rights Reserved 2014 | Neo Technology, Inc.
Bi-Directional

465. Relationships
82

466. © All Rights Reserved 2014 | Neo Technology, Inc.
Use

467. Single

468. Relationship

469. and

470. Ignore

471. Relationship

472. Direction

473. in

474.
Queries
MATCH (p1{name:'Eric'})
-[:KNOWS]-(p2)
RETURN p2
83

475. © All Rights Reserved 2014 | Neo Technology, Inc.
Qualified

476. Bi-Directional

477. Relationships
84
OR

478. © All Rights Reserved 2014 | Neo Technology, Inc.
Properties

479. Versus

480. Relationships
85

481. © All Rights Reserved 2014 | Neo Technology, Inc.
Use

482. Relationships

483. When
•You

484. need

485. to

486. specify

487. the

488. weight,

489. strength,

490. or

491. some

492. other

493. quality

494.
of

495. the

496. rela#onship
and

497. the

498. nodes

499. it

500. connects
•The

501. property

502. value

503. comprises

504. a

505. complex

506. value

507. type

508. (e.g.

509. address)

510.
•Examples:

511.
•Find

512. all

513. my

514. colleagues

515. who

516. are

517. level
2
or
above
in

518. a

519. skill
(property

520. value)

521.
we

522. have

523. in

524. common

525.
•Find

526. all

527. recent

528. orders

529. delivered

530. to

531. the

532. same

533. delivery
address

534. (complex

535.
value

536. type)
86

537. © All Rights Reserved 2014 | Neo Technology, Inc.
Example:

538. Find

539. Expert

540. Colleagues
87

541. © All Rights Reserved 2014 | Neo Technology, Inc.
Use

542. Properties

543. When
•There’s

544. no

545. need

546. to

547. qualify/weight

548. the

549. relationship

550.
•The

551. property

552. value

553. comprises

554. a

555. simple

556. value

557. type

558.
(e.g.

559. color)

560.
•Examples:

561.
•Find

562. those

563. projects

564. written

565. by

566. contributors

567. to

568. my

569. projects

570. that

571. use

572.
the

573. same

574. language

575. (property

576. value)

577. as

578. my

579. projects
88

580. © All Rights Reserved 2014 | Neo Technology, Inc.
Relationship

581. Granularity
89

582. © All Rights Reserved 2014 | Neo Technology, Inc.
General

583. Relationships
•Qualified

584. by

585. property
90

586. © All Rights Reserved 2014 | Neo Technology, Inc.
Specific

587. Relationships
91

588. © All Rights Reserved 2014 | Neo Technology, Inc.
Best

589. of

590. Both

591. Worlds
92

592. © All Rights Reserved 2014 | Neo Technology, Inc.
(The

593. Neo4j

594. GraphGist

595. Project)

596. © All Rights Reserved 2014 | Neo Technology, Inc.
The

597. Neo4j

598. GraphGist

599. Project
94
GraphGists let you demonstrate a Neo4j graph proof of
concept for your use cases

600. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

601. a

602. GraphGist
•Start

603. by

604. articulating

605. your

606. problem
95

607. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

608. a

609. GraphGist
•Introduction

610. to

611. Problem

612.
!
•Banks

613. and

614. Insurance

615. companies

616. lose

617. billions

618. of

619. dollars

620. every

621.
year

622. to

623. fraud.

624. Traditional

625. methods

626. of

627. fraud

628. detection

629. play

630. an

631.
important

632. role

633. in

634. minimizing

635. these

636. losses.

637. However

638.
increasingly

639. sophisticated

640. fraudsters

641. have

642. developed

643. a

644. variety

645.
of

646. ways

647. to

648. elude

649. discovery,

650. both

651. by

652. working

653. together,

654. and

655. by

656.
leveraging

657. various

658. other

659. means

660. of

661. constructing

662. false

663. identities.
96

664. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

665. a

666. GraphGist
•Explanation

667. of

668. Solution

669.
!
•Graph

670. databases

671. offer

672. new

673. methods

674. of

675. uncovering

676.
fraud

677. rings

678. and

679. other

680. sophisticated

681. scams

682. with

683. a

684.
high-level

685. of

686. accuracy,

687. and

688. are

689. capable

690. of

691. stopping

692.
advanced

693. fraud

694. scenarios

695. in

696. real-time.
97

697. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

698. a

699. GraphGist
•Design

700. a

701. graph

702. model

704.
•Describe

705. the

706. entities

707. and

708. relationships

709.
sufficient

710. enough

711. to

712. express

713. your

714. domain

715.
and

716. solve

717. your

718. problem
98

719. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

720. a

721. GraphGist
99

722. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

723. a

724. GraphGist
•Translate

725. your

726. graph

727. model

728. design

729. into

730.
Cypher
100

731. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

732. a

733. GraphGist
101

734. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

735. a

736. GraphGist
•Formulate

737. your

738. questions

739. to

740. solve

741. the

742.
problem
•Which

743. account

744. holders

745. share

746. more

747. than

748. one

749.
piece

750. of

751. legitimate

752. contact

753. information?

754.
•What’s

755. the

756. financial

757. risk

758. of

759. a

760. possible

761. fraud

762. ring?
102

763. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

764. a

765. GraphGist
•Translate

766. your

767. questions

768. into

769. Cypher

770.
queries

771. on

772. your

773. graph

774. data

775. model
103

776. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

777. a

778. GraphGist
•Which

779. account

780. holders

781. share

782. more

783. than

784. one

785. piece

786. of

787. legitimate

788. contact

789. information?
104

790. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

791. a

792. GraphGist
•Summary

793.
•Introduction

794. to

795. the

796. problem

797.
•Explanation

798. of

799. the

800. solution

801.
•Design

802. a

803. graph

804. data

805. model

806.
•Translate

807. your

808. graph

809. data

810. model

811. into

812. a

813. Cypher

814. dataset

815.
•Formulate

816. your

817. questions

818. to

819. solve

820. the

821. problem

822.
•Translate

823. your

824. questions

825. into

826. Cypher

827. queries

828. on

829. your

830. graph

831.
data

832. model

833.
•Iterate

834. design

835. until

836. the

837. graph

838. data

839. model

840. answers

841. the

842.
questions
105

843. © All Rights Reserved 2014 | Neo Technology, Inc.
Authoring

844. a

845. GraphGist
•Get

846. started

847. at

848. http://gist.neo4j.org
106

849. © All Rights Reserved 2014 | Neo Technology, Inc.
(Thank

850. You)

851. © All Rights Reserved 2014 | Neo Technology, Inc.
Get

852. in

853. touch
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Email:
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