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Remove duplicates dicts from list (Python), #python #ipython. Source for solutions - https://stackoverflow.com/questions/9427163/remove-duplicate-dict-in-list-in-python
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README.md

Explanation

I wanted to find the best solution to remove duplicate dictionaries from list.

best means here, clean code, readable and fast.

Unhashable values

The fastest solution, in case where some values of the dict itself, are unhashable too:

def test_unique_simple_loop(l):
    b = []
    for i in range(0, len(l)):
        if l[i] not in l[i+1:]:
            b.append(l[i])
    return b

The benchmark results are changing for each running, but in the overall, this solution was the fastest I found, very close to test_unique_with_enumerate too.

Dicts, all values are hashable

The fastest solutions in case, there are no unhashable values in the dicts are:

def test_unique_with_tuple(l):
    return [dict(t) for t in {tuple(d.items()) for d in l}]

def test_unique_with_frozenset(l):
    return {frozenset(item.items()): item for item in l}.values()

The speed here is much faster of course, we don't copy the list, and don't need to do another loop with changes before removing duplicates like the previous example.

1000 loops, best of 3: 350 µs per loop

Thanks

Awesome stackoverflow q&a with a lot of solutions, I tried most of them, the check what's better.

https://stackoverflow.com/questions/9427163/remove-duplicate-dict-in-list-in-python

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Duplicate_dicts_in_list.ipynb
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mock_data.json
[{"id":1,"first_name":"Helyn","last_name":"Tallow","email":["ttallow0@amazon.co.uk","ttallow0@weather.com"],"friends":["Fredericka","Johnnie","Joyan"]},
{"id":2,"first_name":"Tiphanie","last_name":"Pirri","email":["mpirri1@microsoft.com","cpirri1@fotki.com"],"friends":["Elset","Ninnetta","Tish"]},
{"id":3,"first_name":"Mada","last_name":"Ewing","email":["gewing2@elpais.com","mewing2@hugedomains.com"],"friends":["Bessy","Elmira","Bessie"]},
{"id":4,"first_name":"Ross","last_name":"Jacob","email":["ijacob3@freewebs.com","ojacob3@psu.edu"],"friends":["Kienan","Haley","Reiko"]},
{"id":5,"first_name":"Asher","last_name":"Bowmer","email":["bbowmer4@disqus.com","lbowmer4@biglobe.ne.jp"],"friends":["Myriam","Gypsy","Jarrad"]},
{"id":6,"first_name":"Astrid","last_name":"Jakoubek","email":["bjakoubek5@google.cn","ijakoubek5@smh.com.au"],"friends":["Smith","Oren","Jobey"]},
{"id":7,"first_name":"Ede","last_name":"Nisius","email":["hnisius6@domainmarket.com","cnisius6@princeton.edu"],"friends":["Cooper","Karoline","Giacobo"]},
{"id":8,"first_name":"Mair","last_name":"O'Coskerry","email":["locoskerry7@newsvine.com","hocoskerry7@uol.com.br"],"friends":["Amalle","Inger","Karrie"]},
{"id":9,"first_name":"Ad","last_name":"Bennie","email":["ebennie8@privacy.gov.au","abennie8@weibo.com"],"friends":["Rozamond","Briano","Moe"]},
{"id":10,"first_name":"Harwell","last_name":"Droogan","email":["jdroogan9@tinyurl.com","ldroogan9@nbcnews.com"],"friends":["Willis","Karine","Wallie"]},
{"id":11,"first_name":"Hinda","last_name":"Canlin","email":["dcanlina@discovery.com","vcanlina@parallels.com"],"friends":["Lorri","Tessy","Latia"]},
{"id":12,"first_name":"Morgun","last_name":"Smittoune","email":["nsmittouneb@ezinearticles.com","jsmittouneb@themeforest.net"],"friends":["Roobbie","Kore","Hubie"]},
{"id":13,"first_name":"Albrecht","last_name":"Farnes","email":["efarnesc@chron.com","dfarnesc@cmu.edu"],"friends":["Jordain","Jarvis","Krystle"]},
{"id":14,"first_name":"Saunder","last_name":"Bennoe","email":["nbennoed@reuters.com","cbennoed@moonfruit.com"],"friends":["Clementina","Gavrielle","Joby"]},
{"id":15,"first_name":"Lotty","last_name":"Olrenshaw","email":["holrenshawe@google.co.jp","polrenshawe@cam.ac.uk"],"friends":["Ebony","Laryssa","Florette"]},
{"id":16,"first_name":"Stephie","last_name":"Peasey","email":["epeaseyf@jiathis.com","apeaseyf@census.gov"],"friends":["Dorolice","Roana","Winonah"]},
{"id":17,"first_name":"Garold","last_name":"Saines","email":["hsainesg@independent.co.uk","rsainesg@ocn.ne.jp"],"friends":["Rafael","Iain","Demetris"]},
{"id":18,"first_name":"Dacy","last_name":"McCanny","email":["smccannyh@artisteer.com","cmccannyh@4shared.com"],"friends":["Dillon","Kissiah","Holmes"]},
{"id":19,"first_name":"Scarlet","last_name":"Patrick","email":["gpatricki@icio.us","apatricki@dion.ne.jp"],"friends":["Carmina","Vevay","Erika"]},
{"id":20,"first_name":"Bertie","last_name":"Gierth","email":["mgierthj@chronoengine.com","agierthj@goo.ne.jp"],"friends":["Trstram","Pippa","Darrin"]},
{"id":21,"first_name":"Pen","last_name":"Mennear","email":["smenneark@sphinn.com","bmenneark@senate.gov"],"friends":["Burke","Tandy","Lia"]},
{"id":22,"first_name":"Irina","last_name":"Rands","email":["hrandsl@bravesites.com","frandsl@friendfeed.com"],"friends":["Sunny","Jonas","Thia"]},
{"id":23,"first_name":"Brock","last_name":"Portis","email":["rportism@nytimes.com","mportism@weather.com"],"friends":["Iosep","Chrissy","Zia"]},
{"id":24,"first_name":"Torrie","last_name":"Mapplethorpe","email":["kmapplethorpen@imdb.com","pmapplethorpen@nps.gov"],"friends":["Carter","Verna","Arabela"]},
{"id":25,"first_name":"Sondra","last_name":"Allnatt","email":["dallnatto@seattletimes.com","tallnatto@wordpress.com"],"friends":["Wolfgang","Elva","Sherwin"]},
{"id":26,"first_name":"Heindrick","last_name":"Adacot","email":["aadacotp@omniture.com","aadacotp@techcrunch.com"],"friends":["Ulrica","Colline","Justinn"]},
{"id":27,"first_name":"Camile","last_name":"Rosendall","email":["lrosendallq@wufoo.com","lrosendallq@newyorker.com"],"friends":["Averil","Dorelle","Aldridge"]},
{"id":28,"first_name":"Tobie","last_name":"Timperley","email":["htimperleyr@phoca.cz","ktimperleyr@fc2.com"],"friends":["Xavier","Banky","Ashien"]},
{"id":29,"first_name":"Kakalina","last_name":"Guidoni","email":["sguidonis@hatena.ne.jp","sguidonis@goo.ne.jp"],"friends":["Umeko","Charmain","Benjamen"]},
{"id":30,"first_name":"Fin","last_name":"Gynn","email":["agynnt@posterous.com","lgynnt@chron.com"],"friends":["Lyda","Saul","Kiley"]},
{"id":31,"first_name":"Tamqrah","last_name":"Rubes","email":["nrubesu@go.com","drubesu@ox.ac.uk"],"friends":["Ericha","Wilie","Marten"]},
{"id":32,"first_name":"Stinky","last_name":"Perllman","email":["kperllmanv@skyrock.com","aperllmanv@china.com.cn"],"friends":["Hastings","Sharyl","Betteann"]},
{"id":33,"first_name":"Ringo","last_name":"Motten","email":["dmottenw@unc.edu","kmottenw@infoseek.co.jp"],"friends":["Jacky","Luci","Nola"]},
{"id":34,"first_name":"Faythe","last_name":"Anchor","email":["aanchorx@mail.ru","lanchorx@acquirethisname.com"],"friends":["Sigmund","Mac","Edeline"]},
{"id":35,"first_name":"Lin","last_name":"Gonsalvo","email":["tgonsalvoy@hexun.com","pgonsalvoy@europa.eu"],"friends":["Linnie","Jonathan","Mercy"]},
{"id":36,"first_name":"Georgetta","last_name":"Holehouse","email":["jholehousez@tiny.cc","rholehousez@macromedia.com"],"friends":["Tarra","Melodee","Glenn"]},
{"id":37,"first_name":"Delphinia","last_name":"Peachman","email":["bpeachman10@over-blog.com","jpeachman10@who.int"],"friends":["Ludovico","Theodore","Harmon"]},
{"id":38,"first_name":"Currey","last_name":"Jurs","email":["wjurs11@addtoany.com","ajurs11@wikimedia.org"],"friends":["Jammal","Cly","Mindy"]},
{"id":39,"first_name":"Nathaniel","last_name":"Brownsey","email":["ibrownsey12@wikispaces.com","abrownsey12@dell.com"],"friends":["Herminia","Rhody","Ethel"]},
{"id":40,"first_name":"Ware","last_name":"Walford","email":["swalford13@dyndns.org","ewalford13@google.es"],"friends":["Currey","Celestine","Shae"]},
{"id":41,"first_name":"Wallis","last_name":"Haslock(e)","email":["yhaslocke14@quantcast.com","mhaslocke14@shutterfly.com"],"friends":["Gaelan","Marrissa","Jamie"]},
{"id":42,"first_name":"Myles","last_name":"Suscens","email":["ksuscens15@is.gd","csuscens15@cdbaby.com"],"friends":["Guenna","Jilly","Marcia"]},
{"id":43,"first_name":"Alaster","last_name":"Lawles","email":["nlawles16@goodreads.com","rlawles16@va.gov"],"friends":["Carlye","Cathi","Kippie"]},
{"id":44,"first_name":"Humbert","last_name":"Jepps","email":["jjepps17@tamu.edu","ajepps17@phpbb.com"],"friends":["Freddi","Devonne","Rosy"]},
{"id":45,"first_name":"Hedvige","last_name":"Roycroft","email":["mroycroft18@hatena.ne.jp","croycroft18@imdb.com"],"friends":["Kristyn","Winifred","Locke"]},
{"id":46,"first_name":"Keely","last_name":"McRonald","email":["jmcronald19@apple.com","nmcronald19@ebay.co.uk"],"friends":["Margarethe","Harley","Bat"]},
{"id":47,"first_name":"Reg","last_name":"Pail","email":["bpail1a@vinaora.com","cpail1a@arstechnica.com"],"friends":["Jere","Nance","Hymie"]},
{"id":48,"first_name":"Sioux","last_name":"Ceresa","email":["dceresa1b@feedburner.com","kceresa1b@loc.gov"],"friends":["Guillaume","Flinn","Jard"]},
{"id":49,"first_name":"Milena","last_name":"Mattingson","email":["gmattingson1c@privacy.gov.au","emattingson1c@ebay.co.uk"],"friends":["Calley","Basilius","Tamas"]},
{"id":50,"first_name":"Saw","last_name":"Brand-Hardy","email":["wbrandhardy1d@free.fr","mbrandhardy1d@google.nl"],"friends":["Toddy","Obediah","Jeannine"]},
{"id":51,"first_name":"Celinka","last_name":"Lighton","email":["rlighton1e@disqus.com","jlighton1e@forbes.com"],"friends":["Dacia","Magdalen","Row"]},
{"id":52,"first_name":"Obie","last_name":"Pegg","email":["jpegg1f@behance.net","bpegg1f@sciencedaily.com"],"friends":["Godwin","Gwynne","Hedwig"]},
{"id":53,"first_name":"Joellen","last_name":"Pettitt","email":["mpettitt1g@cafepress.com","rpettitt1g@yellowbook.com"],"friends":["Cecilla","Dre","Ulysses"]},
{"id":54,"first_name":"Yard","last_name":"Andriessen","email":["mandriessen1h@merriam-webster.com","sandriessen1h@cbsnews.com"],"friends":["Guinevere","Trisha","Carlye"]},
{"id":55,"first_name":"Fina","last_name":"Balsom","email":["pbalsom1i@google.co.uk","vbalsom1i@live.com"],"friends":["Richard","Rudd","Christina"]},
{"id":56,"first_name":"Jon","last_name":"Albany","email":["palbany1j@prlog.org","jalbany1j@addthis.com"],"friends":["Erminie","Euphemia","Gran"]},
{"id":57,"first_name":"Jackelyn","last_name":"Rosario","email":["arosario1k@cloudflare.com","srosario1k@go.com"],"friends":["Ozzie","Nestor","Weylin"]},
{"id":58,"first_name":"Vasili","last_name":"Purchase","email":["cpurchase1l@yelp.com","jpurchase1l@163.com"],"friends":["Bette-ann","Ann","Lorna"]},
{"id":59,"first_name":"Curran","last_name":"Sawdy","email":["jsawdy1m@gnu.org","asawdy1m@prnewswire.com"],"friends":["Rozalie","Jerrine","Edeline"]},
{"id":60,"first_name":"Amery","last_name":"Sharply","email":["csharply1n@moonfruit.com","ksharply1n@networkadvertising.org"],"friends":["Tate","Rosabella","Emilia"]},
{"id":61,"first_name":"Diandra","last_name":"Schrei","email":["hschrei1o@weebly.com","eschrei1o@tinypic.com"],"friends":["Erika","Tammy","Inigo"]},
{"id":62,"first_name":"Bernadina","last_name":"Terzo","email":["eterzo1p@samsung.com","dterzo1p@census.gov"],"friends":["Clay","Maris","Aubert"]},
{"id":63,"first_name":"Heall","last_name":"Gumm","email":["sgumm1q@bigcartel.com","kgumm1q@npr.org"],"friends":["Isahella","Sallie","Mikael"]},
{"id":64,"first_name":"Reba","last_name":"Benham","email":["sbenham1r@printfriendly.com","cbenham1r@imageshack.us"],"friends":["Giorgi","Fleurette","Bat"]},
{"id":65,"first_name":"Fiann","last_name":"de Grey","email":["sdegrey1s@a8.net","bdegrey1s@icq.com"],"friends":["Ermengarde","Esdras","Margaretta"]},
{"id":66,"first_name":"Cassaundra","last_name":"Rassell","email":["nrassell1t@t.co","erassell1t@intel.com"],"friends":["Ruby","Janifer","Dewitt"]},
{"id":67,"first_name":"Ruthe","last_name":"Drewe","email":["hdrewe1u@so-net.ne.jp","gdrewe1u@devhub.com"],"friends":["Annissa","Burke","Duane"]},
{"id":68,"first_name":"Patricio","last_name":"Slott","email":["sslott1v@reverbnation.com","eslott1v@arizona.edu"],"friends":["Kailey","Martin","Ninon"]},
{"id":69,"first_name":"Eb","last_name":"Mothersdale","email":["fmothersdale1w@irs.gov","jmothersdale1w@delicious.com"],"friends":["Roddy","Malinda","Xena"]},
{"id":70,"first_name":"Antonio","last_name":"Siddon","email":["isiddon1x@auda.org.au","msiddon1x@noaa.gov"],"friends":["Birk","Jacquelyn","Jo"]},
{"id":71,"first_name":"Mathilda","last_name":"Nolan","email":["mnolan1y@dailymotion.com","hnolan1y@squarespace.com"],"friends":["Jonah","Dorri","Lewiss"]},
{"id":72,"first_name":"Nadya","last_name":"Teers","email":["mteers1z@bing.com","ateers1z@cpanel.net"],"friends":["Karl","Jacqueline","Gunar"]},
{"id":73,"first_name":"Diego","last_name":"Swapp","email":["jswapp20@simplemachines.org","cswapp20@cyberchimps.com"],"friends":["Nyssa","Francisco","Merilee"]},
{"id":74,"first_name":"Winifield","last_name":"Janeczek","email":["mjaneczek21@accuweather.com","bjaneczek21@devhub.com"],"friends":["Veriee","Bartolemo","Iorgo"]},
{"id":75,"first_name":"Jerrie","last_name":"Lynn","email":["plynn22@wikimedia.org","clynn22@harvard.edu"],"friends":["Clarice","Aggi","Ignazio"]},
{"id":76,"first_name":"Cassey","last_name":"Pinching","email":["mpinching23@drupal.org","gpinching23@craigslist.org"],"friends":["Arron","Noellyn","Ashla"]},
{"id":77,"first_name":"Melony","last_name":"Fossey","email":["sfossey24@tiny.cc","jfossey24@yahoo.com"],"friends":["Carmon","Issi","Niel"]},
{"id":78,"first_name":"Ursuline","last_name":"Rickersey","email":["prickersey25@tripadvisor.com","rrickersey25@skype.com"],"friends":["Roxane","Orland","Adoree"]},
{"id":79,"first_name":"Davis","last_name":"McNickle","email":["mmcnickle26@surveymonkey.com","kmcnickle26@youtu.be"],"friends":["Lindsey","Bari","Jocelin"]},
{"id":80,"first_name":"Sela","last_name":"Dreier","email":["sdreier27@edublogs.org","mdreier27@rakuten.co.jp"],"friends":["Ellery","Carlene","Ryon"]},
{"id":81,"first_name":"Juliann","last_name":"MacGilfoyle","email":["mmacgilfoyle28@ocn.ne.jp","rmacgilfoyle28@cafepress.com"],"friends":["Bran","Jojo","Caria"]},
{"id":82,"first_name":"Jonie","last_name":"Bridel","email":["bbridel29@tripod.com","vbridel29@cdc.gov"],"friends":["Shoshanna","Sherilyn","Hobart"]},
{"id":83,"first_name":"Alfonso","last_name":"Lyokhin","email":["blyokhin2a@admin.ch","llyokhin2a@kickstarter.com"],"friends":["Petr","Phedra","Reilly"]},
{"id":84,"first_name":"Myrilla","last_name":"Utton","email":["autton2b@homestead.com","rutton2b@ovh.net"],"friends":["Fidelity","Katharine","Coriss"]},
{"id":85,"first_name":"Palmer","last_name":"Peartree","email":["jpeartree2c@cmu.edu","apeartree2c@youtu.be"],"friends":["Aubry","Deny","Allyce"]},
{"id":86,"first_name":"Cleveland","last_name":"Goede","email":["cgoede2d@homestead.com","agoede2d@geocities.jp"],"friends":["Krisha","Evelina","Micheal"]},
{"id":87,"first_name":"Kaycee","last_name":"Oliveti","email":["eoliveti2e@businesswire.com","koliveti2e@huffingtonpost.com"],"friends":["Juieta","Bernardo","Collin"]},
{"id":88,"first_name":"Octavius","last_name":"Kield","email":["skield2f@goo.gl","bkield2f@dropbox.com"],"friends":["William","Griff","Yehudi"]},
{"id":89,"first_name":"Michaella","last_name":"Badger","email":["pbadger2g@google.es","nbadger2g@sohu.com"],"friends":["Querida","Sawyere","Claresta"]},
{"id":90,"first_name":"Sidonnie","last_name":"Gaughan","email":["agaughan2h@yandex.ru","mgaughan2h@fc2.com"],"friends":["Jessalyn","Raynard","Peggie"]},
{"id":91,"first_name":"Kania","last_name":"Colebourn","email":["lcolebourn2i@hexun.com","scolebourn2i@mapquest.com"],"friends":["Dan","Rosamond","Emalia"]},
{"id":92,"first_name":"Krista","last_name":"Wynne","email":["wwynne2j@japanpost.jp","ewynne2j@sakura.ne.jp"],"friends":["Sergeant","Giff","Yoshi"]},
{"id":93,"first_name":"Bastien","last_name":"Mc Combe","email":["dmccombe2k@berkeley.edu","tmccombe2k@buzzfeed.com"],"friends":["Neysa","Lonnie","Jaimie"]},
{"id":94,"first_name":"Garrot","last_name":"Hagston","email":["fhagston2l@posterous.com","phagston2l@apple.com"],"friends":["Noby","Sonny","Cornelle"]},
{"id":95,"first_name":"Thornton","last_name":"Ivannikov","email":["mivannikov2m@whitehouse.gov","givannikov2m@amazon.com"],"friends":["Jillayne","Moreen","Prudy"]},
{"id":96,"first_name":"Beverlee","last_name":"Pauletti","email":["bpauletti2n@disqus.com","bpauletti2n@etsy.com"],"friends":["Pippa","Bryn","Carmela"]},
{"id":97,"first_name":"Danette","last_name":"Aartsen","email":["taartsen2o@mlb.com","laartsen2o@altervista.org"],"friends":["Joy","Witty","Nicky"]},
{"id":98,"first_name":"Batholomew","last_name":"Claricoats","email":["lclaricoats2p@google.pl","pclaricoats2p@usa.gov"],"friends":["Roarke","Asia","Corly"]},
{"id":99,"first_name":"Avivah","last_name":"Farrell","email":["dfarrell2q@ameblo.jp","kfarrell2q@goodreads.com"],"friends":["Eugenia","Lavena","Immanuel"]},
{"id":100,"first_name":"Marielle","last_name":"Dawltrey","email":["pdawltrey2r@ihg.com","adawltrey2r@a8.net"],"friends":["Kalina","Ted","Alicia"]},
{"id":101,"first_name":"Amelita","last_name":"McLoughlin","email":["fmcloughlin2s@wordpress.com","emcloughlin2s@answers.com"],"friends":["Corny","Yasmeen","Juli"]},
{"id":102,"first_name":"Ianthe","last_name":"Stutter","email":["zstutter2t@google.com","kstutter2t@google.ca"],"friends":["Waly","Brent","Helena"]},
{"id":103,"first_name":"Gibby","last_name":"Dykins","email":["ldykins2u@examiner.com","ddykins2u@wordpress.com"],"friends":["Boycie","Jacquetta","Esta"]},
{"id":104,"first_name":"Galvan","last_name":"Christal","email":["dchristal2v@businessweek.com","bchristal2v@house.gov"],"friends":["Mora","Chelsea","Chev"]},
{"id":105,"first_name":"Filbert","last_name":"Wiltshier","email":["bwiltshier2w@reverbnation.com","cwiltshier2w@domainmarket.com"],"friends":["Haven","Stanislaus","Kirstin"]},
{"id":106,"first_name":"Dallis","last_name":"Tigner","email":["mtigner2x@yahoo.co.jp","stigner2x@arizona.edu"],"friends":["Franny","Isabelle","Broddy"]},
{"id":107,"first_name":"Rhianna","last_name":"Kleinsinger","email":["gkleinsinger2y@archive.org","rkleinsinger2y@dedecms.com"],"friends":["Lula","Lennard","Baudoin"]},
{"id":108,"first_name":"Clare","last_name":"Benitez","email":["cbenitez2z@house.gov","jbenitez2z@businesswire.com"],"friends":["Chad","Cordie","Gaylene"]},
{"id":109,"first_name":"Kenn","last_name":"Jumont","email":["cjumont30@cnn.com","ejumont30@cdbaby.com"],"friends":["Morgun","Laurianne","Gusella"]},
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{"id":112,"first_name":"Staffard","last_name":"Keirle","email":["kkeirle33@sfgate.com","vkeirle33@networksolutions.com"],"friends":["Arty","Mariska","Benn"]},
{"id":113,"first_name":"Oberon","last_name":"Jina","email":["ajina34@youku.com","bjina34@howstuffworks.com"],"friends":["Avram","Dorise","Dirk"]},
{"id":114,"first_name":"Mercy","last_name":"Dymick","email":["ddymick35@cam.ac.uk","adymick35@marketwatch.com"],"friends":["Malachi","Thalia","Sargent"]},
{"id":115,"first_name":"Isador","last_name":"Pavlitschek","email":["gpavlitschek36@ustream.tv","cpavlitschek36@canalblog.com"],"friends":["Lyndsay","Lettie","Benita"]},
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{"id":117,"first_name":"Lonnard","last_name":"Lante","email":["mlante38@twitpic.com","alante38@oracle.com"],"friends":["Ashley","Richy","Nikolas"]},
{"id":118,"first_name":"Laurent","last_name":"Proswell","email":["dproswell39@ca.gov","uproswell39@seattletimes.com"],"friends":["Flory","Abagael","Jacinta"]},
{"id":119,"first_name":"Ced","last_name":"Matelaitis","email":["mmatelaitis3a@ifeng.com","jmatelaitis3a@epa.gov"],"friends":["Sylvester","Nicholle","Selby"]},
{"id":120,"first_name":"Nomi","last_name":"Steedman","email":["rsteedman3b@thetimes.co.uk","msteedman3b@rediff.com"],"friends":["Hartwell","Stacie","Alfreda"]},
{"id":121,"first_name":"Sherwood","last_name":"Neiland","email":["dneiland3c@stumbleupon.com","gneiland3c@europa.eu"],"friends":["Magdalen","Korry","Towney"]},
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{"id":188,"first_name":"Maud","last_name":"Jepperson","email":["mjepperson57@people.com.cn","ejepperson57@state.tx.us"],"friends":["Teodorico","Gwendolin","Winonah"]},
{"id":189,"first_name":"Patrizia","last_name":"Ayllett","email":["tayllett58@nih.gov","iayllett58@gov.uk"],"friends":["Florance","Gigi","Fanchette"]},
{"id":190,"first_name":"Benedikta","last_name":"Wyche","email":["dwyche59@lulu.com","rwyche59@house.gov"],"friends":["Karoline","Miriam","Trevar"]},
{"id":191,"first_name":"Madalyn","last_name":"Batts","email":["rbatts5a@cnn.com","abatts5a@g.co"],"friends":["Winnie","Rachel","Thatcher"]},
{"id":192,"first_name":"Kipper","last_name":"Drissell","email":["sdrissell5b@sun.com","adrissell5b@marriott.com"],"friends":["Allyce","Gaston","Libbie"]},
{"id":193,"first_name":"Jessika","last_name":"Watts","email":["jwatts5c@google.it","cwatts5c@posterous.com"],"friends":["Hughie","Boyd","Jeffy"]},
{"id":194,"first_name":"Devy","last_name":"Kleinstub","email":["dkleinstub5d@myspace.com","skleinstub5d@wp.com"],"friends":["Audry","Taber","Gasparo"]},
{"id":195,"first_name":"Son","last_name":"Ivushkin","email":["jivushkin5e@studiopress.com","aivushkin5e@who.int"],"friends":["Rand","Dacie","Graig"]},
{"id":196,"first_name":"Kalinda","last_name":"Caspell","email":["rcaspell5f@quantcast.com","lcaspell5f@histats.com"],"friends":["Harriett","Rahal","Milty"]},
{"id":197,"first_name":"Sidonia","last_name":"Cawood","email":["pcawood5g@nhs.uk","scawood5g@vkontakte.ru"],"friends":["Kylila","Massimiliano","Saidee"]},
{"id":198,"first_name":"Liliane","last_name":"Coping","email":["tcoping5h@wired.com","acoping5h@gnu.org"],"friends":["Elisa","Benoit","Geraldine"]},
{"id":199,"first_name":"Barde","last_name":"Hellen","email":["vhellen5i@digg.com","mhellen5i@netlog.com"],"friends":["Jacqueline","Hildagard","Ray"]},
{"id":200,"first_name":"Ricky","last_name":"Kubach","email":["hkubach5j@themeforest.net","akubach5j@squidoo.com"],"friends":["Teresita","Cathee","Myrvyn"]}]
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