diff --git a/data/drivers.csv b/data/drivers.csv
index 398290f..d482225 100644
--- a/data/drivers.csv
+++ b/data/drivers.csv
@@ -1,814 +1,815 @@
-driverId,forename,surname,wikiTitle
-1,Lewis,Hamilton,Lewis_Hamilton
-2,Nick,Heidfeld,Nick_Heidfeld
-3,Nico,Rosberg,Nico_Rosberg
-4,Fernando,Alonso,Fernando_Alonso
-5,Heikki,Kovalainen,Heikki_Kovalainen
-6,Kazuki,Nakajima,Kazuki_Nakajima
-7,Sébastien,Bourdais,S%C3%A9bastien_Bourdais
-8,Kimi,Räikkönen,Kimi_R%C3%A4ikk%C3%B6nen
-9,Robert,Kubica,Robert_Kubica
-10,Timo,Glock,Timo_Glock
-11,Takuma,Sato,Takuma_Sato
-12,Nelson,Piquet Jr.,"Nelson_Piquet,_Jr."
-13,Felipe,Massa,Felipe_Massa
-14,David,Coulthard,David_Coulthard
-15,Jarno,Trulli,Jarno_Trulli
-16,Adrian,Sutil,Adrian_Sutil
-17,Mark,Webber,Mark_Webber_(racing_driver)
-18,Jenson,Button,Jenson_Button
-19,Anthony,Davidson,Anthony_Davidson
-20,Sebastian,Vettel,Sebastian_Vettel
-21,Giancarlo,Fisichella,Giancarlo_Fisichella
-22,Rubens,Barrichello,Rubens_Barrichello
-23,Ralf,Schumacher,Ralf_Schumacher
-24,Vitantonio,Liuzzi,Vitantonio_Liuzzi
-25,Alexander,Wurz,Alexander_Wurz
-26,Scott,Speed,Scott_Speed
-27,Christijan,Albers,Christijan_Albers
-28,Markus,Winkelhock,Markus_Winkelhock
-29,Sakon,Yamamoto,Sakon_Yamamoto
-30,Michael,Schumacher,Michael_Schumacher
-31,Juan,Pablo Montoya,Juan_Pablo_Montoya
-32,Christian,Klien,Christian_Klien
-33,Tiago,Monteiro,Tiago_Monteiro
-34,Yuji,Ide,Yuji_Ide
-35,Jacques,Villeneuve,Jacques_Villeneuve
-36,Franck,Montagny,Franck_Montagny
-37,Pedro,de la Rosa,Pedro_de_la_Rosa
-38,Robert,Doornbos,Robert_Doornbos
-39,Narain,Karthikeyan,Narain_Karthikeyan
-40,Patrick,Friesacher,Patrick_Friesacher
-41,Ricardo,Zonta,Ricardo_Zonta
-42,Antônio,Pizzonia,Ant%C3%B4nio_Pizzonia
-43,Cristiano,da Matta,Cristiano_da_Matta
-44,Olivier,Panis,Olivier_Panis
-45,Giorgio,Pantano,Giorgio_Pantano
-46,Gianmaria,Bruni,Gianmaria_Bruni
-47,Zsolt,Baumgartner,Zsolt_Baumgartner
-48,Marc,Gené,Marc_Gen%C3%A9
-49,Heinz-Harald,Frentzen,Heinz-Harald_Frentzen
-50,Jos,Verstappen,Jos_Verstappen
-51,Justin,Wilson,Justin_Wilson_(racing_driver)
-52,Ralph,Firman,Ralph_Firman
-53,Nicolas,Kiesa,Nicolas_Kiesa
-54,Luciano,Burti,Luciano_Burti
-55,Jean,Alesi,Jean_Alesi
-56,Eddie,Irvine,Eddie_Irvine
-57,Mika,Häkkinen,Mika_H%C3%A4kkinen
-58,Tarso,Marques,Tarso_Marques
-59,Enrique,Bernoldi,Enrique_Bernoldi
-60,Gastón,Mazzacane,Gast%C3%B3n_Mazzacane
-61,Tomáš,Enge,Tom%C3%A1%C5%A1_Enge
-62,Alex,Yoong,Alex_Yoong
-63,Mika,Salo,Mika_Salo
-64,Pedro,Diniz,Pedro_Diniz
-65,Johnny,Herbert,Johnny_Herbert
-66,Allan,McNish,Allan_McNish
-67,Sébastien,Buemi,S%C3%A9bastien_Buemi
-68,Toranosuke,Takagi,Toranosuke_Takagi
-69,Luca,Badoer,Luca_Badoer
-70,Alessandro,Zanardi,Alex_Zanardi
-71,Damon,Hill,Damon_Hill
-72,Stéphane,Sarrazin,St%C3%A9phane_Sarrazin
-73,Ricardo,Rosset,Ricardo_Rosset
-74,Esteban,Tuero,Esteban_Tuero
-75,Shinji,Nakano,Shinji_Nakano
-76,Jan,Magnussen,Jan_Magnussen
-77,Gerhard,Berger,Gerhard_Berger
-78,Nicola,Larini,Nicola_Larini
-79,Ukyo,Katayama,Ukyo_Katayama
-80,Vincenzo,Sospiri,Vincenzo_Sospiri
-81,Gianni,Morbidelli,Gianni_Morbidelli
-82,Norberto,Fontana,Norberto_Fontana
-83,Pedro,Lamy,Pedro_Lamy
-84,Martin,Brundle,Martin_Brundle
-85,Andrea,Montermini,Andrea_Montermini
-86,Giovanni,Lavaggi,Giovanni_Lavaggi
-87,Mark,Blundell,Mark_Blundell
-88,Aguri,Suzuki,Aguri_Suzuki
-89,Taki,Inoue,Taki_Inoue
-90,Roberto,Moreno,Roberto_Moreno
-91,Karl,Wendlinger,Karl_Wendlinger
-92,Bertrand,Gachot,Bertrand_Gachot
-93,Domenico,Schiattarella,Domenico_Schiattarella
-94,Pierluigi,Martini,Pierluigi_Martini
-95,Nigel,Mansell,Nigel_Mansell
-96,Jean-Christophe,Boullion,Jean-Christophe_Boullion
-97,Massimiliano,Papis,Massimiliano_Papis
-98,Jean-Denis,Délétraz,Jean-Denis_Deletraz
-99,Gabriele,Tarquini,Gabriele_Tarquini
-100,Érik,Comas,%C3%89rik_Comas
-101,David,Brabham,David_Brabham
-102,Ayrton,Senna,Ayrton_Senna
-103,Éric,Bernard,%C3%89ric_Bernard
-104,Christian,Fittipaldi,Christian_Fittipaldi
-105,Michele,Alboreto,Michele_Alboreto
-106,Olivier,Beretta,Olivier_Beretta
-107,Roland,Ratzenberger,Roland_Ratzenberger
-108,Paul,Belmondo,Paul_Belmondo
-109,Jyrki,Järvilehto,Jyrki_J%C3%A4rvilehto
-110,Andrea,de Cesaris,Andrea_de_Cesaris
-111,Jean-Marc,Gounon,Jean-Marc_Gounon
-112,Philippe,Alliot,Philippe_Alliot
-113,Philippe,Adams,Philippe_Adams
-114,Yannick,Dalmas,Yannick_Dalmas
-115,Hideki,Noda,Hideki_Noda
-116,Franck,Lagorce,Franck_Lagorce
-117,Alain,Prost,Alain_Prost
-118,Derek,Warwick,Derek_Warwick
-119,Riccardo,Patrese,Riccardo_Patrese
-120,Fabrizio,Barbazza,Fabrizio_Barbazza
-121,Michael,Andretti,Michael_Andretti
-122,Ivan,Capelli,Ivan_Capelli
-123,Thierry,Boutsen,Thierry_Boutsen
-124,Marco,Apicella,Marco_Apicella
-125,Emanuele,Naspetti,Emanuele_Naspetti
-126,Toshio,Suzuki,Toshio_Suzuki_(driver)
-127,Maurício,Gugelmin,Maur%C3%ADcio_Gugelmin
-128,Eric,van de Poele,Eric_van_de_Poele
-129,Olivier,Grouillard,Olivier_Grouillard
-130,Andrea,Chiesa,Andrea_Chiesa
-131,Stefano,Modena,Stefano_Modena
-132,Giovanna,Amati,Giovanna_Amati
-133,Alex,Caffi,Alex_Caffi
-134,Enrico,Bertaggia,Enrico_Bertaggia
-135,Perry,McCarthy,Perry_McCarthy
-136,Jan,Lammers,Jan_Lammers
-137,Nelson,Piquet,Nelson_Piquet
-138,Satoru,Nakajima,Satoru_Nakajima
-139,Emanuele,Pirro,Emanuele_Pirro
-140,Stefan,Johansson,Stefan_Johansson
-141,Julian,Bailey,Julian_Bailey
-143,Michael,Bartels,Michael_Bartels
-145,Alessandro,Nannini,Alessandro_Nannini
-146,Bernd,Schneider,Bernd_Schneider_(racecar_driver)
-147,Paolo,Barilla,Paolo_Barilla
-148,Gregor,Foitek,Gregor_Foitek
-149,Claudio,Langes,Claudio_Langes
-151,Martin,Donnelly,Martin_Donnelly_(racing_driver)
-152,Bruno,Giacomelli,Bruno_Giacomelli
-153,Jaime,Alguersuari,Jaime_Alguersuari
-154,Romain,Grosjean,Romain_Grosjean
-155,Kamui,Kobayashi,Kamui_Kobayashi
-156,Jonathan,Palmer,Jonathan_Palmer
-157,Christian,Danner,Christian_Danner
-158,Eddie,Cheever,Eddie_Cheever
-159,Luis,Pérez-Sala,Luis_Perez-Sala
-160,Piercarlo,Ghinzani,Piercarlo_Ghinzani
-161,Volker,Weidler,Volker_Weidler
-162,Pierre-Henri,Raphanel,Pierre-Henri_Raphanel
-163,René,Arnoux,Ren%C3%A9_Arnoux
-164,Joachim,Winkelhock,Joachim_Winkelhock
-165,Oscar,Larrauri,Oscar_Larrauri
-166,Philippe,Streiff,Philippe_Streiff
-167,Adrián,Campos,Adri%C3%A1n_Campos
-168,Jean-Louis,Schlesser,Jean-Louis_Schlesser
-170,Teo,Fabi,Teo_Fabi
-171,Franco,Forini,Franco_Forini
-172,Jacques,Laffite,Jacques_Laffite
-173,Elio,de Angelis,Elio_de_Angelis
-174,Johnny,Dumfries,Johnny_Dumfries
-175,Patrick,Tambay,Patrick_Tambay
-176,Marc,Surer,Marc_Surer
-177,Keke,Rosberg,Keke_Rosberg
-178,Alan,Jones,Alan_Jones_(Formula_1)
-179,Huub,Rothengatter,Huub_Rothengatter
-180,Allen,Berg,Allen_Berg
-181,Manfred,Winkelhock,Manfred_Winkelhock
-182,Niki,Lauda,Niki_Lauda
-183,François,Hesnault,Fran%C3%A7ois_Hesnault
-184,Mauro,Baldi,Mauro_Baldi
-185,Stefan,Bellof,Stefan_Bellof
-186,Kenny,Acheson,Kenny_Acheson
-187,John,Watson,John_Watson_(racing_driver)
-188,Johnny,Cecotto,Johnny_Cecotto
-189,Jo,Gartner,Jo_Gartner
-190,Corrado,Fabi,Corrado_Fabi
-191,Mike,Thackwell,Mike_Thackwell
-192,Chico,Serra,Chico_Serra
-193,Danny,Sullivan,Danny_Sullivan
-194,Eliseo,Salazar,Eliseo_Salazar
-195,Roberto,Guerrero,Roberto_Guerrero
-196,Raul,Boesel,Raul_Boesel
-197,Jean-Pierre,Jarier,Jean-Pierre_Jarier
-198,Jacques,Villeneuve Sr.,Jacques_Villeneuve_(elder)
-199,Carlos,Reutemann,Carlos_Reutemann
-200,Jochen,Mass,Jochen_Mass
-201,Slim,Borgudd,Slim_Borgudd
-202,Didier,Pironi,Didier_Pironi
-203,Gilles,Villeneuve,Gilles_Villeneuve
-204,Riccardo,Paletti,Riccardo_Paletti
-205,Brian,Henton,Brian_Henton
-206,Derek,Daly,Derek_Daly
-207,Mario,Andretti,Mario_Andretti
-208,Emilio,de Villota,Emilio_de_Villota
-209,Geoff,Lees,Geoff_Lees
-211,Rupert,Keegan,Rupert_Keegan
-212,Hector,Rebaque,Hector_Rebaque
-213,Beppe,Gabbiani,Beppe_Gabbiani
-214,Kevin,Cogan,Kevin_Cogan
-215,Miguel Ángel,Guerra,Miguel_Angel_Guerra
-216,Siegfried,Stohr,Siegfried_Stohr
-217,Ricardo,Zunino,Ricardo_Zunino
-218,Ricardo,Londoño,Ricardo_Londo%C3%B1o
-219,Jean-Pierre,Jabouille,Jean-Pierre_Jabouille
-220,Giorgio,Francia,Giorgio_Francia
-221,Patrick,Depailler,Patrick_Depailler
-222,Jody,Scheckter,Jody_Scheckter
-223,Clay,Regazzoni,Clay_Regazzoni
-224,Emerson,Fittipaldi,Emerson_Fittipaldi
-225,Dave,Kennedy,David_Kennedy_(racing_driver)
-226,Stephen,South,Stephen_South
-228,Desiré,Wilson,Desir%C3%A9_Wilson
-229,Harald,Ertl,Harald_Ertl
-230,Vittorio,Brambilla,Vittorio_Brambilla
-231,James,Hunt,James_Hunt
-232,Arturo,Merzario,Arturo_Merzario
-233,Hans-Joachim,Stuck,Hans_Joachim_Stuck
-235,Jacky,Ickx,Jacky_Ickx
-237,Alex,Ribeiro,Alex_Ribeiro
-238,Ronnie,Peterson,Ronnie_Peterson
-239,Brett,Lunger,Brett_Lunger
-240,Danny,Ongais,Danny_Ongais
-241,Lamberto,Leoni,Lamberto_Leoni
-242,Divina,Galica,Divina_Galica
-243,Rolf,Stommelen,Rolf_Stommelen
-244,Alberto,Colombo,Alberto_Colombo
-245,Tony,Trimmer,Tony_Trimmer
-246,Hans,Binder,Hans_Binder
-247,Michael,Bleekemolen,Michael_Bleekemolen
-248,Carlo,Franchi,Gimax
-249,Bobby,Rahal,Bobby_Rahal
-250,Carlos,Pace,Carlos_Pace
-251,Ian,Scheckter,Ian_Scheckter
-252,Tom,Pryce,Tom_Pryce
-253,Ingo,Hoffmann,Ingo_Hoffmann
-254,Renzo,Zorzi,Renzo_Zorzi
-255,Gunnar,Nilsson,Gunnar_Nilsson
-256,Larry,Perkins,Larry_Perkins
-257,Boy,Lunger,Boy_Hayje
-258,Patrick,Nève,Patrick_Neve
-259,David,Purley,David_Purley
-260,Conny,Andersson,Conny_Andersson_(racing_driver)
-261,Bernard,de Dryver,Bernard_de_Dryver
-262,Jackie,Oliver,Jackie_Oliver
-263,Mikko,Kozarowitzky,Mikko_Kozarowitzky
-264,Andy,Sutcliffe,Andy_Sutcliffe
-265,Guy,Edwards,Guy_Edwards
-267,Vern,Schuppan,Vern_Schuppan
-268,Hans,Heyer,Hans_Heyer
-269,Teddy,Pilette,Teddy_Pilette
-270,Ian,Ashley,Ian_Ashley
-271,Loris,Kessel,Loris_Kessel
-272,Kunimitsu,Takahashi,Kunimitsu_Takahashi
-273,Kazuyoshi,Hoshino,Kazuyoshi_Hoshino
-274,Noritake,Takahara,Noritake_Takahara
-275,Lella,Lombardi,Lella_Lombardi
-276,Bob,Evans,Bob_Evans_(race_driver)
-277,Michel,Leclère,Michel_Lecl%C3%A8re
-278,Chris,Amon,Chris_Amon
-280,Henri,Pescarolo,Henri_Pescarolo
-281,Jac,Nelleman,Jac_Nelleman
-282,Damien,Magee,Damien_Magee
-283,Mike,Wilds,Mike_Wilds
-284,Alessandro,Pesenti-Rossi,Alessandro_Pesenti-Rossi
-285,Otto,Stuppacher,Otto_Stuppacher
-286,Warwick,Brown,Warwick_Brown
-288,Mark,Donohue,Mark_Donohue
-289,Graham,Hill,Graham_Hill
-290,Wilson,Fittipaldi,Wilson_Fittipaldi
-291,Guy,Tunmer,Guy_Tunmer
-292,Eddie,Keizan,Eddie_Keizan
-293,Dave,Charlton,Dave_Charlton
-294,Tony,Brise,Tony_Brise
-295,Roelof,Wunderink,Roelof_Wunderink
-296,François,Migault,Fran%C3%A7ois_Migault
-297,Torsten,Palm,Torsten_Palm
-298,Gijs,van Lennep,Gijs_Van_Lennep
-301,Dave,Morgan,Dave_Morgan_(racing_driver)
-302,Jim,Crawford,Jim_Crawford_(driver)
-303,Jo,Vonlanthen,Jo_Vonlanthen
-304,Denny,Hulme,Denny_Hulme
-305,Mike,Hailwood,Mike_Hailwood
-306,Jean-Pierre,Beltoise,Jean-Pierre_Beltoise
-307,Howden,Ganley,Howden_Ganley
-308,Richard,Robarts,Richard_Robarts
-309,Peter,Revson,Peter_Revson
-310,Paddy,Driver,Paddy_Driver
-311,Tom,Belsø,Tom_Bels%C3%B8
-312,Brian,Redman,Brian_Redman
-313,Rikky,von Opel,Rikky_von_Opel
-314,Tim,Schenken,Tim_Schenken
-315,Gérard,Larrousse,G%C3%A9rard_Larrousse
-316,Leo,Kinnunen,Leo_Kinnunen
-317,Reine,Wisell,Reine_Wisell
-318,Bertil,Roos,Bertil_Roos
-319,José,Dolhem,Jos%C3%A9_Dolhem
-320,Peter,Gethin,Peter_Gethin
-321,Derek,Bell,Derek_Bell_(auto_racer)
-322,David,Hobbs,David_Hobbs_(racing_driver)
-323,Dieter,Quester,Dieter_Quester
-324,Helmuth,Koinigg,Helmuth_Koinigg
-325,Carlo,Facetti,Carlo_Facetti
-326,Eppie,Wietzes,Eppie_Wietzes
-327,François,Cevert,Fran%C3%A7ois_Cevert
-328,Jackie,Stewart,Jackie_Stewart
-329,Mike,Beuttler,Mike_Beuttler
-330,Nanni,Galli,Nanni_Galli
-331,Luiz,Bueno,Luiz_Bueno
-332,George,Follmer,George_Follmer
-333,Andrea,de Adamich,Andrea_de_Adamich
-334,Jackie,Pretorius,Jackie_Pretorius
-335,Roger,Williamson,Roger_Williamson
-336,Graham,McRae,Graham_McRae
-337,Helmut,Marko,Helmut_Marko
-338,David,Walker,David_Walker_(racing_driver)
-339,Alex,Soler-Roig,Alex_Soler-Roig
-340,John,Love,John_Love_(racing_driver)
-341,John,Surtees,John_Surtees
-342,Skip,Barber,Skip_Barber
-343,Bill,Brack,Bill_Brack
-344,Sam,Posey,Sam_Posey
-345,Pedro,Rodríguez,Pedro_Rodr%C3%ADguez_(racing_driver)
-346,Jo,Siffert,Jo_Siffert
-347,Jo,Bonnier,Joakim_Bonnier
-348,François,Mazet,Fran%C3%A7ois_Mazet
-349,Max,Jean,Max_Jean
-350,Vic,Elford,Vic_Elford
-351,Silvio,Moser,Silvio_Moser
-352,George,Eaton,George_Eaton
-353,Pete,Lovely,Pete_Lovely
-354,Chris,Craft,Chris_Craft_(racing_driver)
-355,John,Cannon,John_Cannon_(auto_racer)
-356,Jack,Brabham,Jack_Brabham
-357,John,Miles,John_Miles_(auto_racer)
-358,Jochen,Rindt,Jochen_Rindt
-359,Johnny,Servoz-Gavin,Johnny_Servoz-Gavin
-360,Bruce,McLaren,Bruce_McLaren
-361,Piers,Courage,Piers_Courage
-362,Peter,de Klerk,Peter_de_Klerk
-363,Ignazio,Giunti,Ignazio_Giunti
-364,Dan,Gurney,Dan_Gurney
-365,Hubert,Hahne,Hubert_Hahne
-366,Gus,Hutchison,Gus_Hutchison
-367,Peter,Westbury,Peter_Westbury
-368,Sam,Tingle,Sam_Tingle
-369,Basil,van Rooyen,Basil_van_Rooyen
-370,Richard,Attwood,Richard_Attwood
-373,Jim,Clark,Jim_Clark
-374,Mike,Spence,Mike_Spence
-375,Ludovico,Scarfiotti,Ludovico_Scarfiotti
-376,Lucien,Bianchi,Lucien_Bianchi
-377,Jo,Schlesser,Jo_Schlesser
-378,Robin,Widdows,Robin_Widdows
-379,Kurt,Ahrens,"Kurt_Ahrens,_Jr."
-380,Frank,Gardner,Frank_Gardner_(driver)
-381,Bobby,Unser,Bobby_Unser
-382,Moisés,Solana,Mois%C3%A9s_Solana
-383,Bob,Anderson,Bob_Anderson_(racing_driver)
-384,Luki,Botha,Luki_Botha
-385,Lorenzo,Bandini,Lorenzo_Bandini
-386,Richie,Ginther,Richie_Ginther
-387,Mike,Parkes,Mike_Parkes
-388,Chris,Irwin,Chris_Irwin
-389,Guy,Ligier,Guy_Ligier
-390,Alan,Rees,Alan_Rees_(racing_driver)
-391,Brian,Hart,Brian_Hart
-392,Mike,Fisher,Mike_Fisher_(driver)
-394,Giancarlo,Baghetti,Giancarlo_Baghetti
-395,Jonathan,Williams,Jonathan_Williams_(racing_driver)
-396,Bob,Bondurant,Bob_Bondurant
-397,Peter,Arundell,Peter_Arundell
-398,Vic,Wilson,Vic_Wilson_(motor_racing_driver)
-399,John,Taylor,John_Taylor_(racer)
-401,Trevor,Taylor,Trevor_Taylor
-402,Giacomo,Russo,Geki_(driver)
-403,Phil,Hill,Phil_Hill
-404,Innes,Ireland,Innes_Ireland
-405,Ronnie,Bucknum,Ronnie_Bucknum
-406,Paul,Hawkins,Paul_Hawkins_(racing_driver)
-407,David,Prophet,David_Prophet
-408,Tony,Maggs,Tony_Maggs
-410,Neville,Lederle,Neville_Lederle
-411,Doug,Serrurier,Doug_Serrurier
-412,Brausch,Niemann,Brausch_Niemann
-413,Ernie,Pieterse,Ernie_Pieterse
-414,Clive,Puzey,Clive_Puzey
-417,Alex,Blignaut,Alex_Blignaut
-418,Masten,Gregory,Masten_Gregory
-419,John,Rhodes,John_Rhodes_(driver)
-420,Ian,Raby,Ian_Raby
-422,Brian,Gubby,Brian_Gubby
-423,Gerhard,Mitter,Gerhard_Mitter
-424,Roberto,Bussinello,Roberto_Bussinello
-425,Nino,Vaccarella,Nino_Vaccarella
-426,Giorgio,Bassi,Giorgio_Bassi
-427,Maurice,Trintignant,Maurice_Trintignant
-428,Bernard,Collomb,Bernard_Collomb
-429,André,Pilette,Andr%C3%A9_Pilette
-430,Carel Godin,de Beaufort,Carel_Godin_de_Beaufort
-431,Edgar,Barth,Edgar_Barth
-432,Mário de Araújo,Cabral,Mario_de_Araujo_Cabral
-433,Walt,Hansgen,Walt_Hansgen
-434,Hap,Sharp,Hap_Sharp
-435,Willy,Mairesse,Willy_Mairesse
-436,John,Campbell-Jones,John_Campbell-Jones
-437,Ian,Burgess,Ian_Burgess
-438,Tony,Settember,Tony_Settember
-439,Nasif,Estéfano,Nasif_Est%C3%A9fano
-440,Jim,Hall,Jim_Hall_(race_car_driver)
-441,Tim,Parnell,Tim_Parnell
-445,Günther,Seiffert,G%C3%BCnther_Seiffert
-446,Carlo,Abate,Carlo_Mario_Abate
-448,Peter,Broeker,Peter_Broeker
-449,Rodger,Ward,Rodger_Ward
-450,Ernie,de Vos,Ernie_de_Vos
-451,Frank,Dochnal,Frank_Dochnal
-452,Thomas,Monarch,Talk:1963_Mexican_Grand_Prix#Who_was_Thomas_Monarch.3F
-453,Jackie,Lewis,Jackie_Lewis
-454,Ricardo,Rodríguez,Ricardo_Rodr%C3%ADguez_(Formula_One)
-455,Wolfgang,Seidel,Wolfgang_Seidel
-456,Roy,Salvadori,Roy_Salvadori
-457,Ben,Pon,Ben_Pon
-458,Rob,Slotemaker,Rob_Slotemaker
-459,Tony,Marsh,Tony_Marsh_(racing_driver)
-460,Gerry,Ashmore,Gerry_Ashmore
-461,Heinz,Schiller,Heinz_Schiller
-462,Colin,Davis,Colin_Davis_(driver)
-463,Jay,Chamberlain,Jay_Chamberlain
-464,Tony,Shelly,Tony_Shelly
-465,Keith,Greene,Keith_Greene
-466,Heini,Walter,Heini_Walter
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-469,Rob,Schroeder,Rob_Schroeder
-470,Timmy,Mayer,Timmy_Mayer
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-473,Gary,Hocking,Gary_Hocking
-474,Syd,van der Vyver,Syd_van_der_Vyver
-475,Stirling,Moss,Stirling_Moss
-476,Wolfgang,von Trips,Wolfgang_Graf_Berghe_von_Trips
-477,Cliff,Allison,Cliff_Allison
-478,Hans,Herrmann,Hans_Herrmann
-479,Tony,Brooks,Tony_Brooks
-480,Michael,May,Michael_May_(racing_driver)
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-482,Olivier,Gendebien,Olivier_Gendebien
-483,Giorgio,Scarlatti,Giorgio_Scarlatti
-484,Brian,Naylor,Brian_Naylor
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-489,Renato,Pirocchi,Renato_Pirocchi
-490,Geoff,Duke,Geoff_Duke
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-577,Luigi,Musso,Luigi_Musso
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-682,Don,Beauman,Don_Beauman
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+414,Clive,Puzey
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+425,Nino,Vaccarella
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+427,Maurice,Trintignant
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+430,Carel Godin,de Beaufort
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+432,Mário de Araújo,Cabral
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+434,Hap,Sharp
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+437,Ian,Burgess
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+547,Horace,Gould
+549,Ivor,Bueb
+550,Alain,de Changy
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+579,Juan,Fangio
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+623,Alberto,Uria
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+665,Leslie,Marr
+666,Tony,Rolt
+667,John,Fitch
+668,Jean,Lucas
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+678,Len,Duncan
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+696,John,Barber
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+699,Duke,Nalon
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+706,Jimmy,Stewart
+707,Ian,Stewart
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+712,Willi,Heeks
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+715,Günther,Bechem
+716,Erwin,Bauer
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+719,Albert,Scherrer
+720,Max,de Terra
+721,Peter,Hirt
+722,Piero,Carini
+723,Rudi,Fischer
+724,Toni,Ulmen
+725,George,Abecassis
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+728,Joe,James
+729,Bill,Schindler
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+733,Chet,Miller
+734,Bobby,Ball
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+736,Roger,Laurent
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+738,Tony,Gaze
+740,Franco,Comotti
+741,Philippe,Étancelin
+742,Dennis,Poore
+743,Eric,Thompson
+744,Ken,Downing
+746,Gino,Bianco
+747,David,Murray
+748,Eitel,Cantoni
+750,Adolf,Brudes
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+753,Hans,Klenk
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+755,Rudolf,Schoeller
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+757,Josef,Peters
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+762,Franco,Rol
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+764,Guy,Mairesse
+765,Henri,Louveau
+766,Lee,Wallard
+767,Carl,Forberg
+768,Mauri,Rose
+770,Cecil,Green
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+773,Pierre,Levegh
+774,Eugène,Chaboud
+775,Aldo,Gordini
+776,Joe,Kelly
+777,Philip,Fotheringham-Parker
+778,Brian,Shawe Taylor
+779,John,James
+780,Toni,Branca
+781,Ken,Richardson
+782,Juan,Jover
+783,Georges,Grignard
+784,David,Hampshire
+785,Geoff,Crossley
+786,Luigi,Fagioli
+787,Cuth,Harrison
+788,Joe,Fry
+789,Eugène,Martin
+790,Leslie,Johnson
+791,Clemente,Biondetti
+792,Alfredo,Pián
+793,Raymond,Sommer
+794,Joie,Chitwood
+797,Jackie,Holmes
+798,Bayliss,Levrett
+799,Jimmy,Jackson
+800,Nello,Pagani
+801,Charles,Pozzi
+802,Dorino,Serafini
+803,Bill,Cantrell
+804,Johnny,Mantz
+805,Danny,Kladis
+806,Óscar,González
+807,Nico,Hülkenberg
+808,Vitaly,Petrov
+810,Lucas,di Grassi
+811,Bruno,Senna
+812,Karun,Chandhok
+813,Pastor,Maldonado
+814,Paul,di Resta
+815,Sergio,Pérez
+816,Jérôme,d'Ambrosio
+817,Daniel,Ricciardo
+818,Jean-Éric,Vergne
+819,Charles,Pic
+820,Max,Chilton
+821,Esteban,Gutiérrez
+822,Valtteri,Bottas
+823,Giedo,van der Garde
+824,Jules,Bianchi
+825,Kevin,Magnussen
+826,Daniil,Kvyat
+827,André,Lotterer
+828,Marcus,Ericsson
+829,Will,Stevens
+830,Max,Verstappen
+831,Felipe,Nasr
+832,Carlos,Sainz
+833,Roberto,Merhi
+834,Alexander,Rossi
+835,Jolyon,Palmer
+836,Pascal,Wehrlein
+837,Rio,Haryanto
+838,Stoffel,Vandoorne
+839,Esteban,Ocon
+840,Lance,Stroll
+841,Antonio,Giovinazzi
+842,Pierre,Gasly
+843,Brendon,Hartley
+844,Charles,Leclerc
+845,Sergey,Sirotkin
+846,Lando,Norris
+847,George,Russell
+848,Alexander,Albon
+849,Nicholas,Latifi
+850,Pietro,Fittipaldi
+851,Jack,Aitken
+852,Yuki,Tsunoda
+853,Nikita,Mazepin
+854,Mick,Schumacher
+855,Guanyu,Zhou
+856,Nyck,de Vries
+857,Oscar,Piastri
+858,Logan,Sargeant
+859,Liam,Lawson
+860,Oliver,Bearman
+861,Franco,Colapinto
diff --git a/data/teammates.csv b/data/teammates.csv
index 8c31492..1298e5f 100644
--- a/data/teammates.csv
+++ b/data/teammates.csv
@@ -5002,3 +5002,4 @@ driverId,teammateId
 784,788
 826,843
 849,851
+848,861