一、前言

这是系列博文《知识图谱实战开发案例剖析》第1部分:知识图谱基础,第一节:知识图谱完整案例演示。该系列内容同时已经录制成视频课程,感兴趣的可以访问网易云课堂。微信技术交流群:

作者:张子良,版权所有,转载请注明出处。QQ技术交流群:149933712。

二、正文

2.1 电影知识图谱可视化展示-经典案例

演示效果

2.2 电影知识图谱的知识表示-语义类型

语义类型

2.3 电影知识图谱的知识表示-语义关系

语义关系

2.4 电影知识图谱的知识表示-本体对象

本体对象

三、源码

Neo4j源码如下,不知为何代码方式插入失败,只能直接黏贴了:

CREATE (TheMatrix:Movie {title:'The Matrix', released:1999, tagline:'Welcome to the Real World'})
CREATE (Keanu:Person {name:'Keanu Reeves', born:1964})
CREATE (Carrie:Person {name:'Carrie-Anne Moss', born:1967})
CREATE (Laurence:Person {name:'Laurence Fishburne', born:1961})
CREATE (Hugo:Person {name:'Hugo Weaving', born:1960})
CREATE (LillyW:Person {name:'Lilly Wachowski', born:1967})
CREATE (LanaW:Person {name:'Lana Wachowski', born:1965})
CREATE (JoelS:Person {name:'Joel Silver', born:1952})
CREATE(Keanu)-[:ACTED_IN {roles:['Neo']}]->(TheMatrix),(Carrie)-[:ACTED_IN {roles:['Trinity']}]->(TheMatrix),(Laurence)-[:ACTED_IN {roles:['Morpheus']}]->(TheMatrix),(Hugo)-[:ACTED_IN {roles:['Agent Smith']}]->(TheMatrix),(LillyW)-[:DIRECTED]->(TheMatrix),(LanaW)-[:DIRECTED]->(TheMatrix),(JoelS)-[:PRODUCED]->(TheMatrix)CREATE (Emil:Person {name:"Emil Eifrem", born:1978})
CREATE (Emil)-[:ACTED_IN {roles:["Emil"]}]->(TheMatrix)CREATE (TheMatrixReloaded:Movie {title:'The Matrix Reloaded', released:2003, tagline:'Free your mind'})
CREATE(Keanu)-[:ACTED_IN {roles:['Neo']}]->(TheMatrixReloaded),(Carrie)-[:ACTED_IN {roles:['Trinity']}]->(TheMatrixReloaded),(Laurence)-[:ACTED_IN {roles:['Morpheus']}]->(TheMatrixReloaded),(Hugo)-[:ACTED_IN {roles:['Agent Smith']}]->(TheMatrixReloaded),(LillyW)-[:DIRECTED]->(TheMatrixReloaded),(LanaW)-[:DIRECTED]->(TheMatrixReloaded),(JoelS)-[:PRODUCED]->(TheMatrixReloaded)CREATE (TheMatrixRevolutions:Movie {title:'The Matrix Revolutions', released:2003, tagline:'Everything that has a beginning has an end'})
CREATE(Keanu)-[:ACTED_IN {roles:['Neo']}]->(TheMatrixRevolutions),(Carrie)-[:ACTED_IN {roles:['Trinity']}]->(TheMatrixRevolutions),(Laurence)-[:ACTED_IN {roles:['Morpheus']}]->(TheMatrixRevolutions),(Hugo)-[:ACTED_IN {roles:['Agent Smith']}]->(TheMatrixRevolutions),(LillyW)-[:DIRECTED]->(TheMatrixRevolutions),(LanaW)-[:DIRECTED]->(TheMatrixRevolutions),(JoelS)-[:PRODUCED]->(TheMatrixRevolutions)CREATE (TheDevilsAdvocate:Movie {title:"The Devil's Advocate", released:1997, tagline:'Evil has its winning ways'})
CREATE (Charlize:Person {name:'Charlize Theron', born:1975})
CREATE (Al:Person {name:'Al Pacino', born:1940})
CREATE (Taylor:Person {name:'Taylor Hackford', born:1944})
CREATE(Keanu)-[:ACTED_IN {roles:['Kevin Lomax']}]->(TheDevilsAdvocate),(Charlize)-[:ACTED_IN {roles:['Mary Ann Lomax']}]->(TheDevilsAdvocate),(Al)-[:ACTED_IN {roles:['John Milton']}]->(TheDevilsAdvocate),(Taylor)-[:DIRECTED]->(TheDevilsAdvocate)CREATE (AFewGoodMen:Movie {title:"A Few Good Men", released:1992, tagline:"In the heart of the nation's capital, in a courthouse of the U.S. government, one man will stop at nothing to keep his honor, and one will stop at nothing to find the truth."})
CREATE (TomC:Person {name:'Tom Cruise', born:1962})
CREATE (JackN:Person {name:'Jack Nicholson', born:1937})
CREATE (DemiM:Person {name:'Demi Moore', born:1962})
CREATE (KevinB:Person {name:'Kevin Bacon', born:1958})
CREATE (KieferS:Person {name:'Kiefer Sutherland', born:1966})
CREATE (NoahW:Person {name:'Noah Wyle', born:1971})
CREATE (CubaG:Person {name:'Cuba Gooding Jr.', born:1968})
CREATE (KevinP:Person {name:'Kevin Pollak', born:1957})
CREATE (JTW:Person {name:'J.T. Walsh', born:1943})
CREATE (JamesM:Person {name:'James Marshall', born:1967})
CREATE (ChristopherG:Person {name:'Christopher Guest', born:1948})
CREATE (RobR:Person {name:'Rob Reiner', born:1947})
CREATE (AaronS:Person {name:'Aaron Sorkin', born:1961})
CREATE(TomC)-[:ACTED_IN {roles:['Lt. Daniel Kaffee']}]->(AFewGoodMen),(JackN)-[:ACTED_IN {roles:['Col. Nathan R. Jessup']}]->(AFewGoodMen),(DemiM)-[:ACTED_IN {roles:['Lt. Cdr. JoAnne Galloway']}]->(AFewGoodMen),(KevinB)-[:ACTED_IN {roles:['Capt. Jack Ross']}]->(AFewGoodMen),(KieferS)-[:ACTED_IN {roles:['Lt. Jonathan Kendrick']}]->(AFewGoodMen),(NoahW)-[:ACTED_IN {roles:['Cpl. Jeffrey Barnes']}]->(AFewGoodMen),(CubaG)-[:ACTED_IN {roles:['Cpl. Carl Hammaker']}]->(AFewGoodMen),(KevinP)-[:ACTED_IN {roles:['Lt. Sam Weinberg']}]->(AFewGoodMen),(JTW)-[:ACTED_IN {roles:['Lt. Col. Matthew Andrew Markinson']}]->(AFewGoodMen),(JamesM)-[:ACTED_IN {roles:['Pfc. Louden Downey']}]->(AFewGoodMen),(ChristopherG)-[:ACTED_IN {roles:['Dr. Stone']}]->(AFewGoodMen),(AaronS)-[:ACTED_IN {roles:['Man in Bar']}]->(AFewGoodMen),(RobR)-[:DIRECTED]->(AFewGoodMen),(AaronS)-[:WROTE]->(AFewGoodMen)CREATE (TopGun:Movie {title:"Top Gun", released:1986, tagline:'I feel the need, the need for speed.'})
CREATE (KellyM:Person {name:'Kelly McGillis', born:1957})
CREATE (ValK:Person {name:'Val Kilmer', born:1959})
CREATE (AnthonyE:Person {name:'Anthony Edwards', born:1962})
CREATE (TomS:Person {name:'Tom Skerritt', born:1933})
CREATE (MegR:Person {name:'Meg Ryan', born:1961})
CREATE (TonyS:Person {name:'Tony Scott', born:1944})
CREATE (JimC:Person {name:'Jim Cash', born:1941})
CREATE(TomC)-[:ACTED_IN {roles:['Maverick']}]->(TopGun),(KellyM)-[:ACTED_IN {roles:['Charlie']}]->(TopGun),(ValK)-[:ACTED_IN {roles:['Iceman']}]->(TopGun),(AnthonyE)-[:ACTED_IN {roles:['Goose']}]->(TopGun),(TomS)-[:ACTED_IN {roles:['Viper']}]->(TopGun),(MegR)-[:ACTED_IN {roles:['Carole']}]->(TopGun),(TonyS)-[:DIRECTED]->(TopGun),(JimC)-[:WROTE]->(TopGun)CREATE (JerryMaguire:Movie {title:'Jerry Maguire', released:2000, tagline:'The rest of his life begins now.'})
CREATE (ReneeZ:Person {name:'Renee Zellweger', born:1969})
CREATE (KellyP:Person {name:'Kelly Preston', born:1962})
CREATE (JerryO:Person {name:"Jerry O'Connell", born:1974})
CREATE (JayM:Person {name:'Jay Mohr', born:1970})
CREATE (BonnieH:Person {name:'Bonnie Hunt', born:1961})
CREATE (ReginaK:Person {name:'Regina King', born:1971})
CREATE (JonathanL:Person {name:'Jonathan Lipnicki', born:1996})
CREATE (CameronC:Person {name:'Cameron Crowe', born:1957})
CREATE(TomC)-[:ACTED_IN {roles:['Jerry Maguire']}]->(JerryMaguire),(CubaG)-[:ACTED_IN {roles:['Rod Tidwell']}]->(JerryMaguire),(ReneeZ)-[:ACTED_IN {roles:['Dorothy Boyd']}]->(JerryMaguire),(KellyP)-[:ACTED_IN {roles:['Avery Bishop']}]->(JerryMaguire),(JerryO)-[:ACTED_IN {roles:['Frank Cushman']}]->(JerryMaguire),(JayM)-[:ACTED_IN {roles:['Bob Sugar']}]->(JerryMaguire),(BonnieH)-[:ACTED_IN {roles:['Laurel Boyd']}]->(JerryMaguire),(ReginaK)-[:ACTED_IN {roles:['Marcee Tidwell']}]->(JerryMaguire),(JonathanL)-[:ACTED_IN {roles:['Ray Boyd']}]->(JerryMaguire),(CameronC)-[:DIRECTED]->(JerryMaguire),(CameronC)-[:PRODUCED]->(JerryMaguire),(CameronC)-[:WROTE]->(JerryMaguire)CREATE (StandByMe:Movie {title:"Stand By Me", released:1986, tagline:"For some, it's the last real taste of innocence, and the first real taste of life. But for everyone, it's the time that memories are made of."})
CREATE (RiverP:Person {name:'River Phoenix', born:1970})
CREATE (CoreyF:Person {name:'Corey Feldman', born:1971})
CREATE (WilW:Person {name:'Wil Wheaton', born:1972})
CREATE (JohnC:Person {name:'John Cusack', born:1966})
CREATE (MarshallB:Person {name:'Marshall Bell', born:1942})
CREATE(WilW)-[:ACTED_IN {roles:['Gordie Lachance']}]->(StandByMe),(RiverP)-[:ACTED_IN {roles:['Chris Chambers']}]->(StandByMe),(JerryO)-[:ACTED_IN {roles:['Vern Tessio']}]->(StandByMe),(CoreyF)-[:ACTED_IN {roles:['Teddy Duchamp']}]->(StandByMe),(JohnC)-[:ACTED_IN {roles:['Denny Lachance']}]->(StandByMe),(KieferS)-[:ACTED_IN {roles:['Ace Merrill']}]->(StandByMe),(MarshallB)-[:ACTED_IN {roles:['Mr. Lachance']}]->(StandByMe),(RobR)-[:DIRECTED]->(StandByMe)CREATE (AsGoodAsItGets:Movie {title:'As Good as It Gets', released:1997, tagline:'A comedy from the heart that goes for the throat.'})
CREATE (HelenH:Person {name:'Helen Hunt', born:1963})
CREATE (GregK:Person {name:'Greg Kinnear', born:1963})
CREATE (JamesB:Person {name:'James L. Brooks', born:1940})
CREATE(JackN)-[:ACTED_IN {roles:['Melvin Udall']}]->(AsGoodAsItGets),(HelenH)-[:ACTED_IN {roles:['Carol Connelly']}]->(AsGoodAsItGets),(GregK)-[:ACTED_IN {roles:['Simon Bishop']}]->(AsGoodAsItGets),(CubaG)-[:ACTED_IN {roles:['Frank Sachs']}]->(AsGoodAsItGets),(JamesB)-[:DIRECTED]->(AsGoodAsItGets)CREATE (WhatDreamsMayCome:Movie {title:'What Dreams May Come', released:1998, tagline:'After life there is more. The end is just the beginning.'})
CREATE (AnnabellaS:Person {name:'Annabella Sciorra', born:1960})
CREATE (MaxS:Person {name:'Max von Sydow', born:1929})
CREATE (WernerH:Person {name:'Werner Herzog', born:1942})
CREATE (Robin:Person {name:'Robin Williams', born:1951})
CREATE (VincentW:Person {name:'Vincent Ward', born:1956})
CREATE(Robin)-[:ACTED_IN {roles:['Chris Nielsen']}]->(WhatDreamsMayCome),(CubaG)-[:ACTED_IN {roles:['Albert Lewis']}]->(WhatDreamsMayCome),(AnnabellaS)-[:ACTED_IN {roles:['Annie Collins-Nielsen']}]->(WhatDreamsMayCome),(MaxS)-[:ACTED_IN {roles:['The Tracker']}]->(WhatDreamsMayCome),(WernerH)-[:ACTED_IN {roles:['The Face']}]->(WhatDreamsMayCome),(VincentW)-[:DIRECTED]->(WhatDreamsMayCome)CREATE (SnowFallingonCedars:Movie {title:'Snow Falling on Cedars', released:1999, tagline:'First loves last. Forever.'})
CREATE (EthanH:Person {name:'Ethan Hawke', born:1970})
CREATE (RickY:Person {name:'Rick Yune', born:1971})
CREATE (JamesC:Person {name:'James Cromwell', born:1940})
CREATE (ScottH:Person {name:'Scott Hicks', born:1953})
CREATE(EthanH)-[:ACTED_IN {roles:['Ishmael Chambers']}]->(SnowFallingonCedars),(RickY)-[:ACTED_IN {roles:['Kazuo Miyamoto']}]->(SnowFallingonCedars),(MaxS)-[:ACTED_IN {roles:['Nels Gudmundsson']}]->(SnowFallingonCedars),(JamesC)-[:ACTED_IN {roles:['Judge Fielding']}]->(SnowFallingonCedars),(ScottH)-[:DIRECTED]->(SnowFallingonCedars)CREATE (YouveGotMail:Movie {title:"You've Got Mail", released:1998, tagline:'At odds in life... in love on-line.'})
CREATE (ParkerP:Person {name:'Parker Posey', born:1968})
CREATE (DaveC:Person {name:'Dave Chappelle', born:1973})
CREATE (SteveZ:Person {name:'Steve Zahn', born:1967})
CREATE (TomH:Person {name:'Tom Hanks', born:1956})
CREATE (NoraE:Person {name:'Nora Ephron', born:1941})
CREATE(TomH)-[:ACTED_IN {roles:['Joe Fox']}]->(YouveGotMail),(MegR)-[:ACTED_IN {roles:['Kathleen Kelly']}]->(YouveGotMail),(GregK)-[:ACTED_IN {roles:['Frank Navasky']}]->(YouveGotMail),(ParkerP)-[:ACTED_IN {roles:['Patricia Eden']}]->(YouveGotMail),(DaveC)-[:ACTED_IN {roles:['Kevin Jackson']}]->(YouveGotMail),(SteveZ)-[:ACTED_IN {roles:['George Pappas']}]->(YouveGotMail),(NoraE)-[:DIRECTED]->(YouveGotMail)CREATE (SleeplessInSeattle:Movie {title:'Sleepless in Seattle', released:1993, tagline:'What if someone you never met, someone you never saw, someone you never knew was the only someone for you?'})
CREATE (RitaW:Person {name:'Rita Wilson', born:1956})
CREATE (BillPull:Person {name:'Bill Pullman', born:1953})
CREATE (VictorG:Person {name:'Victor Garber', born:1949})
CREATE (RosieO:Person {name:"Rosie O'Donnell", born:1962})
CREATE(TomH)-[:ACTED_IN {roles:['Sam Baldwin']}]->(SleeplessInSeattle),(MegR)-[:ACTED_IN {roles:['Annie Reed']}]->(SleeplessInSeattle),(RitaW)-[:ACTED_IN {roles:['Suzy']}]->(SleeplessInSeattle),(BillPull)-[:ACTED_IN {roles:['Walter']}]->(SleeplessInSeattle),(VictorG)-[:ACTED_IN {roles:['Greg']}]->(SleeplessInSeattle),(RosieO)-[:ACTED_IN {roles:['Becky']}]->(SleeplessInSeattle),(NoraE)-[:DIRECTED]->(SleeplessInSeattle)CREATE (JoeVersustheVolcano:Movie {title:'Joe Versus the Volcano', released:1990, tagline:'A story of love, lava and burning desire.'})
CREATE (JohnS:Person {name:'John Patrick Stanley', born:1950})
CREATE (Nathan:Person {name:'Nathan Lane', born:1956})
CREATE(TomH)-[:ACTED_IN {roles:['Joe Banks']}]->(JoeVersustheVolcano),(MegR)-[:ACTED_IN {roles:['DeDe', 'Angelica Graynamore', 'Patricia Graynamore']}]->(JoeVersustheVolcano),(Nathan)-[:ACTED_IN {roles:['Baw']}]->(JoeVersustheVolcano),(JohnS)-[:DIRECTED]->(JoeVersustheVolcano)CREATE (WhenHarryMetSally:Movie {title:'When Harry Met Sally', released:1998, tagline:'At odds in life... in love on-line.'})
CREATE (BillyC:Person {name:'Billy Crystal', born:1948})
CREATE (CarrieF:Person {name:'Carrie Fisher', born:1956})
CREATE (BrunoK:Person {name:'Bruno Kirby', born:1949})
CREATE(BillyC)-[:ACTED_IN {roles:['Harry Burns']}]->(WhenHarryMetSally),(MegR)-[:ACTED_IN {roles:['Sally Albright']}]->(WhenHarryMetSally),(CarrieF)-[:ACTED_IN {roles:['Marie']}]->(WhenHarryMetSally),(BrunoK)-[:ACTED_IN {roles:['Jess']}]->(WhenHarryMetSally),(RobR)-[:DIRECTED]->(WhenHarryMetSally),(RobR)-[:PRODUCED]->(WhenHarryMetSally),(NoraE)-[:PRODUCED]->(WhenHarryMetSally),(NoraE)-[:WROTE]->(WhenHarryMetSally)CREATE (ThatThingYouDo:Movie {title:'That Thing You Do', released:1996, tagline:'In every life there comes a time when that thing you dream becomes that thing you do'})
CREATE (LivT:Person {name:'Liv Tyler', born:1977})
CREATE(TomH)-[:ACTED_IN {roles:['Mr. White']}]->(ThatThingYouDo),(LivT)-[:ACTED_IN {roles:['Faye Dolan']}]->(ThatThingYouDo),(Charlize)-[:ACTED_IN {roles:['Tina']}]->(ThatThingYouDo),(TomH)-[:DIRECTED]->(ThatThingYouDo)CREATE (TheReplacements:Movie {title:'The Replacements', released:2000, tagline:'Pain heals, Chicks dig scars... Glory lasts forever'})
CREATE (Brooke:Person {name:'Brooke Langton', born:1970})
CREATE (Gene:Person {name:'Gene Hackman', born:1930})
CREATE (Orlando:Person {name:'Orlando Jones', born:1968})
CREATE (Howard:Person {name:'Howard Deutch', born:1950})
CREATE(Keanu)-[:ACTED_IN {roles:['Shane Falco']}]->(TheReplacements),(Brooke)-[:ACTED_IN {roles:['Annabelle Farrell']}]->(TheReplacements),(Gene)-[:ACTED_IN {roles:['Jimmy McGinty']}]->(TheReplacements),(Orlando)-[:ACTED_IN {roles:['Clifford Franklin']}]->(TheReplacements),(Howard)-[:DIRECTED]->(TheReplacements)CREATE (RescueDawn:Movie {title:'RescueDawn', released:2006, tagline:"Based on the extraordinary true story of one man's fight for freedom"})
CREATE (ChristianB:Person {name:'Christian Bale', born:1974})
CREATE (ZachG:Person {name:'Zach Grenier', born:1954})
CREATE(MarshallB)-[:ACTED_IN {roles:['Admiral']}]->(RescueDawn),(ChristianB)-[:ACTED_IN {roles:['Dieter Dengler']}]->(RescueDawn),(ZachG)-[:ACTED_IN {roles:['Squad Leader']}]->(RescueDawn),(SteveZ)-[:ACTED_IN {roles:['Duane']}]->(RescueDawn),(WernerH)-[:DIRECTED]->(RescueDawn)CREATE (TheBirdcage:Movie {title:'The Birdcage', released:1996, tagline:'Come as you are'})
CREATE (MikeN:Person {name:'Mike Nichols', born:1931})
CREATE(Robin)-[:ACTED_IN {roles:['Armand Goldman']}]->(TheBirdcage),(Nathan)-[:ACTED_IN {roles:['Albert Goldman']}]->(TheBirdcage),(Gene)-[:ACTED_IN {roles:['Sen. Kevin Keeley']}]->(TheBirdcage),(MikeN)-[:DIRECTED]->(TheBirdcage)CREATE (Unforgiven:Movie {title:'Unforgiven', released:1992, tagline:"It's a hell of a thing, killing a man"})
CREATE (RichardH:Person {name:'Richard Harris', born:1930})
CREATE (ClintE:Person {name:'Clint Eastwood', born:1930})
CREATE(RichardH)-[:ACTED_IN {roles:['English Bob']}]->(Unforgiven),(ClintE)-[:ACTED_IN {roles:['Bill Munny']}]->(Unforgiven),(Gene)-[:ACTED_IN {roles:['Little Bill Daggett']}]->(Unforgiven),(ClintE)-[:DIRECTED]->(Unforgiven)CREATE (JohnnyMnemonic:Movie {title:'Johnny Mnemonic', released:1995, tagline:'The hottest data on earth. In the coolest head in town'})
CREATE (Takeshi:Person {name:'Takeshi Kitano', born:1947})
CREATE (Dina:Person {name:'Dina Meyer', born:1968})
CREATE (IceT:Person {name:'Ice-T', born:1958})
CREATE (RobertL:Person {name:'Robert Longo', born:1953})
CREATE(Keanu)-[:ACTED_IN {roles:['Johnny Mnemonic']}]->(JohnnyMnemonic),(Takeshi)-[:ACTED_IN {roles:['Takahashi']}]->(JohnnyMnemonic),(Dina)-[:ACTED_IN {roles:['Jane']}]->(JohnnyMnemonic),(IceT)-[:ACTED_IN {roles:['J-Bone']}]->(JohnnyMnemonic),(RobertL)-[:DIRECTED]->(JohnnyMnemonic)CREATE (CloudAtlas:Movie {title:'Cloud Atlas', released:2012, tagline:'Everything is connected'})
CREATE (HalleB:Person {name:'Halle Berry', born:1966})
CREATE (JimB:Person {name:'Jim Broadbent', born:1949})
CREATE (TomT:Person {name:'Tom Tykwer', born:1965})
CREATE (DavidMitchell:Person {name:'David Mitchell', born:1969})
CREATE (StefanArndt:Person {name:'Stefan Arndt', born:1961})
CREATE(TomH)-[:ACTED_IN {roles:['Zachry', 'Dr. Henry Goose', 'Isaac Sachs', 'Dermot Hoggins']}]->(CloudAtlas),(Hugo)-[:ACTED_IN {roles:['Bill Smoke', 'Haskell Moore', 'Tadeusz Kesselring', 'Nurse Noakes', 'Boardman Mephi', 'Old Georgie']}]->(CloudAtlas),(HalleB)-[:ACTED_IN {roles:['Luisa Rey', 'Jocasta Ayrs', 'Ovid', 'Meronym']}]->(CloudAtlas),(JimB)-[:ACTED_IN {roles:['Vyvyan Ayrs', 'Captain Molyneux', 'Timothy Cavendish']}]->(CloudAtlas),(TomT)-[:DIRECTED]->(CloudAtlas),(LillyW)-[:DIRECTED]->(CloudAtlas),(LanaW)-[:DIRECTED]->(CloudAtlas),(DavidMitchell)-[:WROTE]->(CloudAtlas),(StefanArndt)-[:PRODUCED]->(CloudAtlas)CREATE (TheDaVinciCode:Movie {title:'The Da Vinci Code', released:2006, tagline:'Break The Codes'})
CREATE (IanM:Person {name:'Ian McKellen', born:1939})
CREATE (AudreyT:Person {name:'Audrey Tautou', born:1976})
CREATE (PaulB:Person {name:'Paul Bettany', born:1971})
CREATE (RonH:Person {name:'Ron Howard', born:1954})
CREATE(TomH)-[:ACTED_IN {roles:['Dr. Robert Langdon']}]->(TheDaVinciCode),(IanM)-[:ACTED_IN {roles:['Sir Leight Teabing']}]->(TheDaVinciCode),(AudreyT)-[:ACTED_IN {roles:['Sophie Neveu']}]->(TheDaVinciCode),(PaulB)-[:ACTED_IN {roles:['Silas']}]->(TheDaVinciCode),(RonH)-[:DIRECTED]->(TheDaVinciCode)CREATE (VforVendetta:Movie {title:'V for Vendetta', released:2006, tagline:'Freedom! Forever!'})
CREATE (NatalieP:Person {name:'Natalie Portman', born:1981})
CREATE (StephenR:Person {name:'Stephen Rea', born:1946})
CREATE (JohnH:Person {name:'John Hurt', born:1940})
CREATE (BenM:Person {name: 'Ben Miles', born:1967})
CREATE(Hugo)-[:ACTED_IN {roles:['V']}]->(VforVendetta),(NatalieP)-[:ACTED_IN {roles:['Evey Hammond']}]->(VforVendetta),(StephenR)-[:ACTED_IN {roles:['Eric Finch']}]->(VforVendetta),(JohnH)-[:ACTED_IN {roles:['High Chancellor Adam Sutler']}]->(VforVendetta),(BenM)-[:ACTED_IN {roles:['Dascomb']}]->(VforVendetta),(JamesM)-[:DIRECTED]->(VforVendetta),(LillyW)-[:PRODUCED]->(VforVendetta),(LanaW)-[:PRODUCED]->(VforVendetta),(JoelS)-[:PRODUCED]->(VforVendetta),(LillyW)-[:WROTE]->(VforVendetta),(LanaW)-[:WROTE]->(VforVendetta)CREATE (SpeedRacer:Movie {title:'Speed Racer', released:2008, tagline:'Speed has no limits'})
CREATE (EmileH:Person {name:'Emile Hirsch', born:1985})
CREATE (JohnG:Person {name:'John Goodman', born:1960})
CREATE (SusanS:Person {name:'Susan Sarandon', born:1946})
CREATE (MatthewF:Person {name:'Matthew Fox', born:1966})
CREATE (ChristinaR:Person {name:'Christina Ricci', born:1980})
CREATE (Rain:Person {name:'Rain', born:1982})
CREATE(EmileH)-[:ACTED_IN {roles:['Speed Racer']}]->(SpeedRacer),(JohnG)-[:ACTED_IN {roles:['Pops']}]->(SpeedRacer),(SusanS)-[:ACTED_IN {roles:['Mom']}]->(SpeedRacer),(MatthewF)-[:ACTED_IN {roles:['Racer X']}]->(SpeedRacer),(ChristinaR)-[:ACTED_IN {roles:['Trixie']}]->(SpeedRacer),(Rain)-[:ACTED_IN {roles:['Taejo Togokahn']}]->(SpeedRacer),(BenM)-[:ACTED_IN {roles:['Cass Jones']}]->(SpeedRacer),(LillyW)-[:DIRECTED]->(SpeedRacer),(LanaW)-[:DIRECTED]->(SpeedRacer),(LillyW)-[:WROTE]->(SpeedRacer),(LanaW)-[:WROTE]->(SpeedRacer),(JoelS)-[:PRODUCED]->(SpeedRacer)CREATE (NinjaAssassin:Movie {title:'Ninja Assassin', released:2009, tagline:'Prepare to enter a secret world of assassins'})
CREATE (NaomieH:Person {name:'Naomie Harris'})
CREATE(Rain)-[:ACTED_IN {roles:['Raizo']}]->(NinjaAssassin),(NaomieH)-[:ACTED_IN {roles:['Mika Coretti']}]->(NinjaAssassin),(RickY)-[:ACTED_IN {roles:['Takeshi']}]->(NinjaAssassin),(BenM)-[:ACTED_IN {roles:['Ryan Maslow']}]->(NinjaAssassin),(JamesM)-[:DIRECTED]->(NinjaAssassin),(LillyW)-[:PRODUCED]->(NinjaAssassin),(LanaW)-[:PRODUCED]->(NinjaAssassin),(JoelS)-[:PRODUCED]->(NinjaAssassin)CREATE (TheGreenMile:Movie {title:'The Green Mile', released:1999, tagline:"Walk a mile you'll never forget."})
CREATE (MichaelD:Person {name:'Michael Clarke Duncan', born:1957})
CREATE (DavidM:Person {name:'David Morse', born:1953})
CREATE (SamR:Person {name:'Sam Rockwell', born:1968})
CREATE (GaryS:Person {name:'Gary Sinise', born:1955})
CREATE (PatriciaC:Person {name:'Patricia Clarkson', born:1959})
CREATE (FrankD:Person {name:'Frank Darabont', born:1959})
CREATE(TomH)-[:ACTED_IN {roles:['Paul Edgecomb']}]->(TheGreenMile),(MichaelD)-[:ACTED_IN {roles:['John Coffey']}]->(TheGreenMile),(DavidM)-[:ACTED_IN {roles:['Brutus "Brutal" Howell']}]->(TheGreenMile),(BonnieH)-[:ACTED_IN {roles:['Jan Edgecomb']}]->(TheGreenMile),(JamesC)-[:ACTED_IN {roles:['Warden Hal Moores']}]->(TheGreenMile),(SamR)-[:ACTED_IN {roles:['"Wild Bill" Wharton']}]->(TheGreenMile),(GaryS)-[:ACTED_IN {roles:['Burt Hammersmith']}]->(TheGreenMile),(PatriciaC)-[:ACTED_IN {roles:['Melinda Moores']}]->(TheGreenMile),(FrankD)-[:DIRECTED]->(TheGreenMile)CREATE (FrostNixon:Movie {title:'Frost/Nixon', released:2008, tagline:'400 million people were waiting for the truth.'})
CREATE (FrankL:Person {name:'Frank Langella', born:1938})
CREATE (MichaelS:Person {name:'Michael Sheen', born:1969})
CREATE (OliverP:Person {name:'Oliver Platt', born:1960})
CREATE(FrankL)-[:ACTED_IN {roles:['Richard Nixon']}]->(FrostNixon),(MichaelS)-[:ACTED_IN {roles:['David Frost']}]->(FrostNixon),(KevinB)-[:ACTED_IN {roles:['Jack Brennan']}]->(FrostNixon),(OliverP)-[:ACTED_IN {roles:['Bob Zelnick']}]->(FrostNixon),(SamR)-[:ACTED_IN {roles:['James Reston, Jr.']}]->(FrostNixon),(RonH)-[:DIRECTED]->(FrostNixon)CREATE (Hoffa:Movie {title:'Hoffa', released:1992, tagline:"He didn't want law. He wanted justice."})
CREATE (DannyD:Person {name:'Danny DeVito', born:1944})
CREATE (JohnR:Person {name:'John C. Reilly', born:1965})
CREATE(JackN)-[:ACTED_IN {roles:['Hoffa']}]->(Hoffa),(DannyD)-[:ACTED_IN {roles:['Robert "Bobby" Ciaro']}]->(Hoffa),(JTW)-[:ACTED_IN {roles:['Frank Fitzsimmons']}]->(Hoffa),(JohnR)-[:ACTED_IN {roles:['Peter "Pete" Connelly']}]->(Hoffa),(DannyD)-[:DIRECTED]->(Hoffa)CREATE (Apollo13:Movie {title:'Apollo 13', released:1995, tagline:'Houston, we have a problem.'})
CREATE (EdH:Person {name:'Ed Harris', born:1950})
CREATE (BillPax:Person {name:'Bill Paxton', born:1955})
CREATE(TomH)-[:ACTED_IN {roles:['Jim Lovell']}]->(Apollo13),(KevinB)-[:ACTED_IN {roles:['Jack Swigert']}]->(Apollo13),(EdH)-[:ACTED_IN {roles:['Gene Kranz']}]->(Apollo13),(BillPax)-[:ACTED_IN {roles:['Fred Haise']}]->(Apollo13),(GaryS)-[:ACTED_IN {roles:['Ken Mattingly']}]->(Apollo13),(RonH)-[:DIRECTED]->(Apollo13)CREATE (Twister:Movie {title:'Twister', released:1996, tagline:"Don't Breathe. Don't Look Back."})
CREATE (PhilipH:Person {name:'Philip Seymour Hoffman', born:1967})
CREATE (JanB:Person {name:'Jan de Bont', born:1943})
CREATE(BillPax)-[:ACTED_IN {roles:['Bill Harding']}]->(Twister),(HelenH)-[:ACTED_IN {roles:['Dr. Jo Harding']}]->(Twister),(ZachG)-[:ACTED_IN {roles:['Eddie']}]->(Twister),(PhilipH)-[:ACTED_IN {roles:['Dustin "Dusty" Davis']}]->(Twister),(JanB)-[:DIRECTED]->(Twister)CREATE (CastAway:Movie {title:'Cast Away', released:2000, tagline:'At the edge of the world, his journey begins.'})
CREATE (RobertZ:Person {name:'Robert Zemeckis', born:1951})
CREATE(TomH)-[:ACTED_IN {roles:['Chuck Noland']}]->(CastAway),(HelenH)-[:ACTED_IN {roles:['Kelly Frears']}]->(CastAway),(RobertZ)-[:DIRECTED]->(CastAway)CREATE (OneFlewOvertheCuckoosNest:Movie {title:"One Flew Over the Cuckoo's Nest", released:1975, tagline:"If he's crazy, what does that make you?"})
CREATE (MilosF:Person {name:'Milos Forman', born:1932})
CREATE(JackN)-[:ACTED_IN {roles:['Randle McMurphy']}]->(OneFlewOvertheCuckoosNest),(DannyD)-[:ACTED_IN {roles:['Martini']}]->(OneFlewOvertheCuckoosNest),(MilosF)-[:DIRECTED]->(OneFlewOvertheCuckoosNest)CREATE (SomethingsGottaGive:Movie {title:"Something's Gotta Give", released:2003})
CREATE (DianeK:Person {name:'Diane Keaton', born:1946})
CREATE (NancyM:Person {name:'Nancy Meyers', born:1949})
CREATE(JackN)-[:ACTED_IN {roles:['Harry Sanborn']}]->(SomethingsGottaGive),(DianeK)-[:ACTED_IN {roles:['Erica Barry']}]->(SomethingsGottaGive),(Keanu)-[:ACTED_IN {roles:['Julian Mercer']}]->(SomethingsGottaGive),(NancyM)-[:DIRECTED]->(SomethingsGottaGive),(NancyM)-[:PRODUCED]->(SomethingsGottaGive),(NancyM)-[:WROTE]->(SomethingsGottaGive)CREATE (BicentennialMan:Movie {title:'Bicentennial Man', released:1999, tagline:"One robot's 200 year journey to become an ordinary man."})
CREATE (ChrisC:Person {name:'Chris Columbus', born:1958})
CREATE(Robin)-[:ACTED_IN {roles:['Andrew Marin']}]->(BicentennialMan),(OliverP)-[:ACTED_IN {roles:['Rupert Burns']}]->(BicentennialMan),(ChrisC)-[:DIRECTED]->(BicentennialMan)CREATE (CharlieWilsonsWar:Movie {title:"Charlie Wilson's War", released:2007, tagline:"A stiff drink. A little mascara. A lot of nerve. Who said they couldn't bring down the Soviet empire."})
CREATE (JuliaR:Person {name:'Julia Roberts', born:1967})
CREATE(TomH)-[:ACTED_IN {roles:['Rep. Charlie Wilson']}]->(CharlieWilsonsWar),(JuliaR)-[:ACTED_IN {roles:['Joanne Herring']}]->(CharlieWilsonsWar),(PhilipH)-[:ACTED_IN {roles:['Gust Avrakotos']}]->(CharlieWilsonsWar),(MikeN)-[:DIRECTED]->(CharlieWilsonsWar)CREATE (ThePolarExpress:Movie {title:'The Polar Express', released:2004, tagline:'This Holiday Season… Believe'})
CREATE(TomH)-[:ACTED_IN {roles:['Hero Boy', 'Father', 'Conductor', 'Hobo', 'Scrooge', 'Santa Claus']}]->(ThePolarExpress),(RobertZ)-[:DIRECTED]->(ThePolarExpress)CREATE (ALeagueofTheirOwn:Movie {title:'A League of Their Own', released:1992, tagline:'Once in a lifetime you get a chance to do something different.'})
CREATE (Madonna:Person {name:'Madonna', born:1954})
CREATE (GeenaD:Person {name:'Geena Davis', born:1956})
CREATE (LoriP:Person {name:'Lori Petty', born:1963})
CREATE (PennyM:Person {name:'Penny Marshall', born:1943})
CREATE(TomH)-[:ACTED_IN {roles:['Jimmy Dugan']}]->(ALeagueofTheirOwn),(GeenaD)-[:ACTED_IN {roles:['Dottie Hinson']}]->(ALeagueofTheirOwn),(LoriP)-[:ACTED_IN {roles:['Kit Keller']}]->(ALeagueofTheirOwn),(RosieO)-[:ACTED_IN {roles:['Doris Murphy']}]->(ALeagueofTheirOwn),(Madonna)-[:ACTED_IN {roles:['"All the Way" Mae Mordabito']}]->(ALeagueofTheirOwn),(BillPax)-[:ACTED_IN {roles:['Bob Hinson']}]->(ALeagueofTheirOwn),(PennyM)-[:DIRECTED]->(ALeagueofTheirOwn)CREATE (PaulBlythe:Person {name:'Paul Blythe'})
CREATE (AngelaScope:Person {name:'Angela Scope'})
CREATE (JessicaThompson:Person {name:'Jessica Thompson'})
CREATE (JamesThompson:Person {name:'James Thompson'})CREATE(JamesThompson)-[:FOLLOWS]->(JessicaThompson),(AngelaScope)-[:FOLLOWS]->(JessicaThompson),(PaulBlythe)-[:FOLLOWS]->(AngelaScope)CREATE(JessicaThompson)-[:REVIEWED {summary:'An amazing journey', rating:95}]->(CloudAtlas),(JessicaThompson)-[:REVIEWED {summary:'Silly, but fun', rating:65}]->(TheReplacements),(JamesThompson)-[:REVIEWED {summary:'The coolest football movie ever', rating:100}]->(TheReplacements),(AngelaScope)-[:REVIEWED {summary:'Pretty funny at times', rating:62}]->(TheReplacements),(JessicaThompson)-[:REVIEWED {summary:'Dark, but compelling', rating:85}]->(Unforgiven),(JessicaThompson)-[:REVIEWED {summary:"Slapstick redeemed only by the Robin Williams and Gene Hackman's stellar performances", rating:45}]->(TheBirdcage),(JessicaThompson)-[:REVIEWED {summary:'A solid romp', rating:68}]->(TheDaVinciCode),(JamesThompson)-[:REVIEWED {summary:'Fun, but a little far fetched', rating:65}]->(TheDaVinciCode),(JessicaThompson)-[:REVIEWED {summary:'You had me at Jerry', rating:92}]->(JerryMaguire)WITH TomH as a
MATCH (a)-[:ACTED_IN]->(m)<-[:DIRECTED]-(d) RETURN a,m,d LIMIT 10
;

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