知识图谱完整案例演示(附完整源码)

栏目:网络教育  时间:2022-12-02
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  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,有兴趣的可以联系作者。

  作者:张子良,版权所有,转载请注明出处。

  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汽车知识图谱创建完整源码:

  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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