``````

In [1]:

import networkx as nx
import matplotlib.pyplot as plt
import numpy as np
%matplotlib inline

``````
``````

In [4]:

``````
``````

In [5]:

G.number_of_nodes()

``````
``````

Out[5]:

32972

``````
``````

In [6]:

G.number_of_edges()

``````
``````

Out[6]:

852109

``````
``````

In [7]:

degs=[i for i in G.in_degree().values()]

``````
``````

In [8]:

max(degs)

``````
``````

Out[8]:

3306

``````
``````

In [9]:

freqs, bins,_=plt.hist(degs, bins=20, range=(0,100))

``````
``````

*{stroke-linecap:butt;stroke-linejoin:round;}

``````
``````

In [10]:

binmids=np.array([(bins[i]+bins[i+1])/2 for i in range(len(freqs))])

``````
``````

In [11]:

plt.plot(binmids,1/freqs)

``````
``````

Out[11]:

[<matplotlib.lines.Line2D at 0x7f35b9fcd198>]

*{stroke-linecap:butt;stroke-linejoin:round;}

``````
``````

In [18]:

with open("../../data/wikipedia/smaller/enwiki_title_id.dat", 'r') as f:

``````
``````

In [20]:

for line in lines:
line=line.strip()
idx, title=line.split('\t')
try:
G.node[int(idx)]['title']=title
except KeyError:
pass

``````
``````

In [21]:

G.nodes(data=1)

``````
``````

Out[21]:

[(10, {'title': 'AccessibleComputing'}),
(12, {'title': 'Anarchism'}),
(13, {'title': 'AfghanistanHistory'}),
(14, {'title': 'AfghanistanGeography'}),
(15, {'title': 'AfghanistanPeople'}),
(18, {'title': 'AfghanistanCommunications'}),
(19, {'title': 'AfghanistanTransportations'}),
(20, {'title': 'AfghanistanMilitary'}),
(21, {'title': 'AfghanistanTransnationalIssues'}),
(23, {'title': 'AssistiveTechnology'}),
(24, {'title': 'AmoeboidTaxa'}),
(25, {'title': 'Autism'}),
(27, {'title': 'AlbaniaHistory'}),
(29, {'title': 'AlbaniaPeople'}),
(30, {'title': 'AsWeMayThink'}),
(35, {'title': 'AlbaniaGovernment'}),
(36, {'title': 'AlbaniaEconomy'}),
(39, {'title': 'Albedo'}),
(40, {'title': 'AfroAsiaticLanguages'}),
(42, {'title': 'ArtificalLanguages'}),
(46, {'title': 'AbacuS'}),
(47, {'title': 'AbalonE'}),
(49, {'title': 'AbbesS'}),
(50, {'title': 'AbbevilleFrance'}),
(51, {'title': 'AbbeY'}),
(52, {'title': 'AbboT'}),
(53, {'title': 'Abbreviations'}),
(54, {'title': 'AtlasShrugged'}),
(56, {'title': 'ArtificialLanguages'}),
(58, {'title': 'AtlasShruggedCharacters'}),
(59, {'title': 'AtlasShruggedCompanies'}),
(60, {'title': 'AyersMusicPublishingCompany'}),
(241, {'title': 'AfricanAmericanPeople'}),
(247, {'title': 'AbeceDarians'}),
(248, {'title': 'AbeL'}),
(249, {'title': 'AbensbergGermany'}),
(251, {'title': 'AberdeenSouthDakota'}),
(254, {'title': 'ArthurKoestler'}),
(255, {'title': 'AynRand'}),
(256, {'title': 'AlexanderTheGreat'}),
(259, {'title': 'ArgumentForms'}),
(260, {'title': 'ArgumentsForTheExistenceOfGod'}),
(263, {'title': 'AnarchY'}),
(264, {'title': 'AsciiArt'}),
(271, {'title': 'AustriaLanguage'}),
(274, {'title': 'AxiomOfChoice'}),
(276, {'title': 'AmericanFootball'}),
(278, {'title': 'AmericA'}),
(279, {'title': 'AnnaKournikova'}),
(280, {'title': 'AndorrA'}),
(287, {'title': 'AustroAsiaticLanguages'}),
(289, {'title': 'ActresseS'}),
(290, {'title': 'A'}),
(291, {'title': 'AnarchoCapitalism'}),
(293, {'title': 'AnarchoCapitalists'}),
(296, {'title': 'ActressesS'}),
(299, {'title': 'AnAmericanInParis'}),
(301, {'title': 'AutoMorphism'}),
(302, {'title': 'ActionFilm'}),
(303, {'title': 'Alabama'}),
(304, {'title': 'AfricA'}),
(305, {'title': 'Achilles'}),
(306, {'title': 'AppliedStatistics'}),
(307, {'title': 'Abraham Lincoln'}),
(308, {'title': 'Aristotle'}),
(309, {'title': 'An American in Paris'}),
(316, {'title': 'Academy Award for Best Production Design'}),
(325, {'title': 'Action Film'}),
(330, {'title': 'Actrius'}),
(332, {'title': 'Animalia (book)'}),
(334, {'title': 'International Atomic Time'}),
(336, {'title': 'Altruism'}),
(338, {'title': 'AutoRacing'}),
(339, {'title': 'Ayn Rand'}),
(340, {'title': 'Alain Connes'}),
(344, {'title': 'Allan Dwan'}),
(347, {'title': 'Algeria/People'}),
(353, {'title': 'Algeria/Transnational Issues'}),
(358, {'title': 'Algeria'}),
(359, {'title': 'List of Atlas Shrugged characters'}),
(369, {'title': 'Topics of note in Atlas Shrugged'}),
(569, {'title': 'Anthropology'}),
(572, {'title': 'Agricultural science'}),
(573, {'title': 'Alchemy'}),
(575, {'title': 'Air Transport'}),
(579, {'title': 'Alien'}),
(580, {'title': 'Astronomer'}),
(583, {'title': 'Ameboid stage'}),
(584, {'title': 'Amebas (pseudopod protists)'}),
(586, {'title': 'ASCII'}),
(589, {'title': 'Ashmore And Cartier Islands'}),
(590, {'title': 'Austin (disambiguation)'}),
(592, {'title': 'Ascii Art'}),
(593, {'title': 'Animation'}),
(594, {'title': 'Apollo'}),
(595, {'title': 'Andre Agassi'}),
(596, {'title': 'Artificial languages'}),
(597, {'title': 'Austroasiatic languages'}),
(598, {'title': 'Afro-asiatic languages'}),
(599, {'title': 'Afroasiatic languages'}),
(600, {'title': 'Andorra'}),
(609, {'title': 'Andorra/Transnational issues'}),
(612, {'title': 'Arithmetic mean'}),
(615, {'title': 'American Football Conference'}),
(617, {'title': 'Albert Gore'}),
(618, {'title': 'AnEnquiryConcerningHumanUnderstanding'}),
(620, {'title': 'Animal Farm'}),
(621, {'title': 'Amphibian'}),
(622, {'title': 'Albert Arnold Gore/Criticisms'}),
(626, {'title': 'Auteur Theory Film'}),
(627, {'title': 'Agriculture'}),
(628, {'title': 'Aldous Huxley'}),
(629, {'title': 'Abstract Algebra'}),
(632, {'title': 'Aberdeen (disambiguation)'}),
(633, {'title': 'Algae'}),
(634, {'title': 'Analysis of variance'}),
(635, {'title': 'ANOVA'}),
(639, {'title': 'Alkane'}),
(640, {'title': 'Appellate procedure in the United States'}),
(643, {'title': 'Appellate court'}),
(644, {'title': 'Arithmetic and logic unit'}),
(648, {'title': 'Actress'}),
(649, {'title': 'Arraignment'}),
(651, {'title': 'America the Beautiful'}),
(653, {'title': 'Assistive technology'}),
(654, {'title': 'Accessible computing'}),
(655, {'title': 'Abacus'}),
(656, {'title': 'Acid'}),
(657, {'title': 'Asphalt'}),
(659, {'title': 'American National Standards Institute'}),
(661, {'title': 'Argument (disambiguation)'}),
(662, {'title': 'Apollo 11'}),
(663, {'title': 'Apollo 8'}),
(664, {'title': 'Astronaut'}),
(665, {'title': 'A Modest Proposal'}),
(666, {'title': 'Alkali metal'}),
(668, {'title': 'Argument form'}),
(669, {'title': 'Allotrope'}),
(670, {'title': 'Alphabet'}),
(673, {'title': 'Atomic number'}),
(674, {'title': 'Anatomy'}),
(675, {'title': 'Affirming the consequent'}),
(676, {'title': 'Andrei Tarkovsky'}),
(677, {'title': 'Ambiguity'}),
(678, {'title': 'Abel'}),
(679, {'title': 'Animal (disambiguation)'}),
(680, {'title': 'Aardvark'}),
(681, {'title': 'Aardwolf'}),
(686, {'title': 'Amaltheia'}),
(687, {'title': 'Analysis of Variance'}),
(689, {'title': 'Asia'}),
(690, {'title': 'Aruba'}),
(691, {'title': 'Articles of Confederation'}),
(693, {'title': 'Archaeology/Broch'}),
(694, {'title': 'Asia Minor (disambiguation)'}),
(696, {'title': 'Aa River'}),
(698, {'title': 'Atlantic Ocean'}),
(700, {'title': 'Arthur Schopenhauer'}),
(701, {'title': 'Angola'}),
(704, {'title': 'Demographics of Angola'}),
(705, {'title': 'Politics of Angola'}),
(706, {'title': 'Economy of Angola'}),
(708, {'title': 'Transport in Angola'}),
(709, {'title': 'Angolan Armed Forces'}),
(710, {'title': 'Foreign relations of Angola'}),
(711, {'title': 'Albert Sidney Johnston'}),
(713, {'title': 'Android (robot)'}),
(717, {'title': 'Alberta'}),
(727, {'title': 'Astronomy/History'}),
(728, {'title': 'List of anthropologists'}),
(731, {'title': 'Astronomy and Astrophysics/History'}),
(734, {'title': 'Actinopterygii'}),
(735, {'title': 'Al Gore/Criticisms'}),
(736, {'title': 'Albert Einstein'}),
(737, {'title': 'Afghanistan'}),
(738, {'title': 'Albania'}),
(740, {'title': 'Allah'}),
(742, {'title': 'Algorithms (journal)'}),
(743, {'title': 'Antigua And Barbuda'}),
(746, {'title': 'Azerbaijan'}),
(748, {'title': 'Amateur astronomy'}),
(749, {'title': 'Astronomers and Astrophysicists'}),
(751, {'title': 'Aikido'}),
(752, {'title': 'Art'}),
(755, {'title': 'Albania/History'}),
(758, {'title': 'Albania/Transnational Issues'}),
(759, {'title': 'Albania/People'}),
(763, {'title': 'Albania/Foreign relations'}),
(764, {'title': 'Agnostida'}),
(765, {'title': 'Abortion'}),
(766, {'title': 'Abstract (law)'}),
(767, {'title': 'A.E. van Vogt'}),
(768, {'title': 'AOLamer'}),
(771, {'title': 'American Revolutionary War'}),
(772, {'title': 'Ampere'}),
(775, {'title': 'Algorithm'}),
(777, {'title': 'Annual plant'}),
(779, {'title': 'Anthophyta'}),
(780, {'title': 'Atlas (disambiguation)'}),
(782, {'title': 'Mouthwash'}),
(783, {'title': 'Alexander the Great'}),
(784, {'title': 'Alfred Korzybski'}),
(785, {'title': 'Asteroids (video game)'}),
(786, {'title': 'Asparagales'}),
(787, {'title': 'Alismatales'}),
(788, {'title': 'Apiales'}),
(789, {'title': 'Asterales'}),
(791, {'title': 'Asteroid'}),
(794, {'title': 'Allocution'}),
(795, {'title': 'Affidavit'}),
(798, {'title': 'Aries (constellation)'}),
(799, {'title': 'Aquarius (constellation)'}),
(800, {'title': 'Anime'}),
(801, {'title': 'Asterism'}),
(802, {'title': 'Ankara'}),
(803, {'title': 'Arabic language'}),
(807, {'title': 'AlbaniaCommunications'}),
(808, {'title': 'Alfred Hitchcock'}),
(809, {'title': 'Anaconda'}),
(813, {'title': 'Afghanistan/History'}),
(814, {'title': 'Afghanistan/Geography'}),
(815, {'title': 'Afghanistan/Government'}),
(816, {'title': 'Afghanistan/People'}),
(817, {'title': 'Afghanistan/Economy'}),
(818, {'title': 'Afghanistan/Communications'}),
(820, {'title': 'Afghanistan/Military'}),
(821, {'title': 'Afghanistan/Transnational Issues'}),
(822, {'title': 'Afghanistan (1911 Encyclopedia)'}),
(824, {'title': 'Altaic languages'}),
(825, {'title': 'Austrian German'}),
(832, {'title': 'Austria/Transnational issues'}),
(839, {'title': 'Anglican Church'}),
(840, {'title': 'Axiom of choice'}),
(841, {'title': 'Attila'}),
(842, {'title': 'Aegean Sea'}),
(843, {'title': 'A Clockwork Orange'}),
(844, {'title': 'Amsterdam'}),
(846, {'title': 'Museum of Work'}),
(848, {'title': 'Audi'}),
(849, {'title': 'Aircraft'}),
(851, {'title': 'Alfred Nobel'}),
(852, {'title': 'Alexander Graham Bell'}),
(854, {'title': 'Anatolia'}),
(855, {'title': 'Abiotic factors'}),
(856, {'title': 'Apple Inc.'}),
(857, {'title': 'Aberdeenshire'}),
(858, {'title': 'AU'}),
(859, {'title': 'Aztlan Underground'}),
(860, {'title': 'Aland'}),
(863, {'title': 'American Civil War'}),
(864, {'title': 'Andy Warhol'}),
(868, {'title': 'Alp Arslan'}),
(869, {'title': 'American Film Institute'}),
(872, {'title': 'Akira Kurosawa'}),
(873, {'title': 'Ancient civilization'}),
(874, {'title': 'Ancient Egypt'}),
(875, {'title': 'Analog Brothers'}),
(876, {'title': 'Motor neuron disease'}),
(878, {'title': 'Abugida'}),
(880, {'title': 'ABBA'}),
(881, {'title': 'Allegiance'}),
(882, {'title': 'Absolute majority'}),
(885, {'title': 'Altenberg'}),
(888, {'title': 'A. E. van Vogt'}),
(890, {'title': 'Anna Kournikova'}),
(891, {'title': 'Accountancy'}),
(892, {'title': 'Alfons Maria Jakob'}),
(894, {'title': 'Agnosticism'}),
(896, {'title': 'Argon'}),
(897, {'title': 'Arsenic'}),
(898, {'title': 'Antimony'}),
(899, {'title': 'Actinium'}),
(900, {'title': 'Americium'}),
(901, {'title': 'Astatine'}),
(902, {'title': 'Atom'}),
(903, {'title': 'Arable land'}),
(904, {'title': 'Aluminium'}),
(907, {'title': 'Awk'}),
(908, {'title': 'AgoraNomic'}),
(909, {'title': 'Anglican Communion'}),
(910, {'title': 'Arne Kaijser'}),
(911, {'title': 'Archipelago'}),
(914, {'title': 'Author'}),
(915, {'title': 'Andrey Markov'}),
(918, {'title': 'Anti-semitism'}),
(919, {'title': 'Anti-semitic'}),
(921, {'title': 'Angst'}),
(922, {'title': 'Anxiety'}),
(923, {'title': 'A.A. Milne'}),
(924, {'title': 'A. A. Milne'}),
(925, {'title': 'Asociación Alumni'}),
(926, {'title': 'Alumna'}),
(928, {'title': 'Axiom'}),
(929, {'title': 'Alpha'}),
(930, {'title': 'Alvin Toffler'}),
(931, {'title': 'The Amazing Spider-Man'}),
(933, {'title': 'AM'}),
(935, {'title': 'Automated Alice/XII'}),
(936, {'title': 'Automated Alice/XI'}),
(937, {'title': 'Automated Alice/X'}),
(938, {'title': 'Automated Alice/IX'}),
(939, {'title': 'Automated Alice/VIII'}),
(940, {'title': 'Automated Alice/VI'}),
(941, {'title': 'Automated Alice/VII'}),
(942, {'title': 'Automated Alice/V'}),
(943, {'title': 'Automated Alice/IV'}),
(944, {'title': 'Automated Alice/II'}),
(945, {'title': 'Automated Alice/I'}),
(946, {'title': 'Automated Alice/III'}),
(951, {'title': 'Antigua and Barbuda'}),
(953, {'title': 'Azincourt'}),
(954, {'title': 'Albert Speer'}),
(955, {'title': 'Allioideae'}),
(956, {'title': 'Asteraceae'}),
(957, {'title': 'Apiaceae'}),
(958, {'title': 'Axon'}),
(959, {'title': 'Agma'}),
(960, {'title': 'Aramaic alphabet'}),
(963, {'title': 'Arguments for the existence of God'}),
(966, {'title': 'American shot'}),
(967, {'title': 'Acute disseminated encephalomyelitis'}),
(969, {'title': 'Ataxia'}),
(970, {'title': 'AmbientCalculusOnline'}),
(972, {'title': 'Abdul Alhazred'}),
(973, {'title': 'A priori and a posterior knowledge'}),
(975, {'title': 'AmbientCalculiOnline'}),
(980, {'title': 'August Derleth'}),
(981, {'title': 'Alps'}),
(982, {'title': 'A priori and a posteriori knowledge'}),
(983, {'title': 'Albert Camus'}),
(984, {'title': 'Agatha Christie'}),
(986, {'title': 'The Plague'}),
(988, {'title': 'Applied ethics'}),
(991, {'title': 'Absolute value'}),
(993, {'title': 'Analog signal'}),
(994, {'title': 'Arecales'}),
(1000, {'title': 'Hercule Poirot'}),
(1002, {'title': 'Miss Marple'}),
(1004, {'title': 'April'}),
(1005, {'title': 'August'}),
(1006, {'title': 'Aaron'}),
(1008, {'title': 'April 6'}),
(1009, {'title': 'April 12'}),
(1010, {'title': 'April 15'}),
(1011, {'title': 'April 30'}),
(1012, {'title': 'August 22'}),
(1013, {'title': 'August 27'}),
(1014, {'title': 'Alcohol'}),
(1016, {'title': 'Achill Island'}),
(1017, {'title': 'Allen Ginsberg'}),
(1018, {'title': 'Algebraically closed field'}),
(1019, {'title': 'August 6'}),
(1020, {'title': 'Anatoly Karpov'}),
(1021, {'title': 'Aspect ratio'}),
(1022, {'title': 'Auto racing'}),
(1023, {'title': 'Anarcho-capitalism'}),
(1026, {'title': 'Anarcho-capitalists'}),
(1027, {'title': 'August 9'}),
(1028, {'title': 'Aristophanes'}),
(1029, {'title': 'Albert Schweitzer'}),
(1030, {'title': 'Austrian School'}),
(1032, {'title': 'Abscess'}),
(1034, {'title': 'Ancient Pueblo peoples'}),
(1035, {'title': 'Aal'}),
(1036, {'title': 'Aalborg Municipality'}),
(1038, {'title': 'Aarhus'}),
(1043, {'title': 'Northern cavefish'}),
(1046, {'title': 'Abatement'}),
(1049, {'title': 'Amateur'}),
(1051, {'title': 'Alexis Carrel'}),
(1055, {'title': "All Souls' Day"}),
(1057, {'title': 'Anatole France'}),
(1058, {'title': 'André Gide'}),
(1059, {'title': 'Applied statistics'}),
(1061, {'title': 'Analysis of variance/Random effects models'}),
(1062, {'title': 'Analysis of variance/Degrees of freedom'}),
(1063, {'title': 'Algorithms for calculating variance'}),
(1064, {'title': 'Almond'}),
(1069, {'title': 'Demographics of Antigua and Barbuda'}),
(1070, {'title': 'Politics of Antigua and Barbuda'}),
(1072, {'title': 'Telecommunications in Antigua and Barbuda'}),
(1074, {'title': 'Royal Antigua and Barbuda Defence Force'}),
(1075, {'title': 'Antigua and Barbuda/Transnational issues'}),
(1078, {'title': 'Antisemitism'}),
(1081, {'title': 'Economy of Azerbaijan'}),
(1082, {'title': 'Geography of Azerbaijan'}),
(1083, {'title': 'Azerbaijan/People'}),
(1085, {'title': 'Azerbaijan/Communications'}),
(1087, {'title': 'Foreign relations of Azerbaijan'}),
(1088, {'title': 'Azerbaijani Armed Forces'}),
(1089, {'title': 'Azerbaijan/Foreign relations'}),
(1091, {'title': 'Geography of Armenia'}),
(1092, {'title': 'Demographics of Armenia'}),
(1093, {'title': 'Politics of Armenia'}),
(1094, {'title': 'Economy of Armenia'}),
(1096, {'title': 'Transport in Armenia'}),
(1097, {'title': 'Armed Forces of Armenia'}),
(1098, {'title': 'Foreign relations of Armenia'}),
(1105, {'title': 'Argentina/Transnational issues'}),
(1108, {'title': 'Argentina/Foreign relations'}),
(1109, {'title': 'Geography of American Samoa'}),
(1110, {'title': 'Demographics of American Samoa'}),
(1111, {'title': 'Politics of American Samoa'}),
(1112, {'title': 'Economy of American Samoa'}),
(1114, {'title': 'Transportation in American Samoa'}),
(1116, {'title': 'American Samoa/Military'}),
(1123, {'title': 'Australia/Transnational issues'}),
(1129, {'title': 'August 13'}),
(1130, {'title': 'Avicenna'}),
(1132, {'title': 'The Ashes'}),
(1134, {'title': 'Analysis'}),
(1135, {'title': 'Abner Doubleday'}),
(1136, {'title': "America's National Game"}),
(1140, {'title': 'Amplitude modulation'}),
(1141, {'title': 'Augustin-Jean Fresnel'}),
(1143, {'title': 'Abbot'}),
(1144, {'title': 'Ardipithecus'}),
(1146, {'title': 'Assembly line'}),
(1151, {'title': 'AK47'}),
(1152, {'title': 'Alan Garner'}),
(1153, {'title': 'Amhrann na bhFiann'}),
(1154, {'title': 'August 2'}),
(1155, {'title': 'Atlantic (disambiguation)'}),
(1158, {'title': 'Algebraic number'}),
(1160, {'title': 'Automorphism'}),
(1162, {'title': 'Accordion'}),
(1164, {'title': 'Artificial intelligence'}),
(1166, {'title': 'Afro Celt Sound System'}),
(1167, {'title': 'Ancient philosophy'}),
(1168, {'title': 'Anaximander'}),
(1169, {'title': 'APL'}),
(1170, {'title': 'Architect'}),
(1171, {'title': 'Abbreviation'}),
(1174, {'title': 'Aphrodite'}),
(1175, {'title': 'April 1'}),
(1176, {'title': 'Antisymmetric relation'}),
(1177, {'title': 'Aleister Crowley'}),
(1178, {'title': 'Afterlife'}),
(1181, {'title': 'Astrometry'}),
(1182, {'title': 'Athena'}),
(1183, {'title': 'Amber Diceless Roleplaying Game'}),
(1184, {'title': 'Athene (disambiguation)'}),
(1186, {'title': 'AphexTwin'}),
(1187, {'title': 'Alloy'}),
(1189, {'title': 'Articles of Faith'}),
(1190, {'title': 'Alternative history'}),
(1192, {'title': 'Artistic revolution'}),
(1193, {'title': 'Agrarianism'}),
(1194, {'title': 'Atomic'}),
(1195, {'title': 'Allotropes'}),
(1196, {'title': 'Angle'}),
(1197, {'title': 'Asa'}),
(1198, {'title': 'Acoustics'}),
(1199, {'title': 'Angle tribe'}),
(1200, {'title': 'Atomic physics'}),
(1201, {'title': 'American Sign Language'}),
(1202, {'title': 'Applet'}),
(1203, {'title': 'Alternate history'}),
(1205, {'title': 'Atomic orbitals'}),
(1206, {'title': 'Atomic orbital'}),
(1207, {'title': 'Amino acid'}),
(1208, {'title': 'Alan Turing'}),
(1209, {'title': 'Area'}),
(1210, {'title': 'Astronomical unit'}),
(1212, {'title': 'Artist'}),
(1213, {'title': 'Actaeon'}),
(1214, {'title': 'Anglicanism'}),
(1216, {'title': 'Athens'}),
(1217, {'title': 'Anguilla'}),
(1220, {'title': 'Anguilla/Transnational issues'}),
(1221, {'title': 'Anguilla/Military'}),
(1223, {'title': 'Telecommunications in Anguilla'}),
(1227, {'title': 'Ashmore and Cartier Islands'}),
(1228, {'title': 'Ashmore and Cartier Islands/Geography'}),
(1229, {'title': 'Ashmore and Cartier Islands/People'}),
(1230, {'title': 'Ashmore and Cartier Islands/Government'}),
(1231, {'title': 'Ashmore and Cartier Islands/Transportation'}),
(1232, {'title': 'Ashmore and Cartier Islands/Economy'}),
(1233, {'title': 'Ashmore and Cartier Islands/Military'}),
(1234, {'title': 'Acoustic theory'}),
(1235, {'title': 'Alexander Mackenzie'}),
(1238, {'title': 'Atomic bomb'}),
(1239, {'title': 'Ashoka'}),
(1241, {'title': 'American (word)'}),
(1245, {'title': 'Alpha ray'}),
(1246, {'title': 'Alfonso Aráu'}),
(1247, {'title': 'Alfonso Cuarón'}),
(1252, {'title': 'Arianism'}),
(1254, {'title': 'August 1'}),
(1255, {'title': 'Astronomical Units'}),
(1256, {'title': 'Antoninus Pius'}),
(1259, {'title': 'August 3'}),
(1261, {'title': 'April 26'}),
(1262, {'title': 'Argot'}),
(1264, {'title': 'Anisotropy'}),
(1267, {'title': 'Alpha decay'}),
(1268, {'title': 'AI'}),
(1270, {'title': 'Extreme poverty'}),
(1271, {'title': 'Analytical Engine'}),
(1273, {'title': 'Augustus'}),
(1274, {'title': 'Geography of Antarctica'}),
(1276, {'title': 'Economy of Antarctica'}),
(1277, {'title': 'Government of Antarctica'}),
(1279, {'title': 'Transport in Antarctica'}),
(1280, {'title': 'Military of Antarctica'}),
(1285, {'title': 'Geography of Alabama'}),
(1286, {'title': 'List of Governors of Alabama'}),
(1288, {'title': 'Apocrypha'}),
(1290, {'title': 'Antartic Treaty'}),
(1291, {'title': 'Antarctic Treaty System'}),
(1292, {'title': 'Algernon Swinburne'}),
(1293, {'title': 'Alfred Lawson'}),
(1295, {'title': 'ALCS'}),
(1297, {'title': 'Apocrypha/Tanakh'}),
(1298, {'title': 'Ames, Iowa'}),
(1300, {'title': 'Abalone'}),
(1301, {'title': 'Abbess'}),
(1302, {'title': 'Human abdomen'}),
(1303, {'title': 'Abdominal surgery'}),
(1304, {'title': 'Abduction'}),
(1305, {'title': 'Abensberg'}),
(1306, {'title': 'Arminianism'}),
(1307, {'title': 'The Alan Parsons Project'}),
(1309, {'title': 'Almost all'}),
(1311, {'title': "Ada Byron's notes on the analytical engine"}),
(1312, {'title': 'Augustine'}),
(1313, {'title': 'Aromatic hydrocarbon'}),
(1315, {'title': 'Abbey'}),
(1316, {'title': 'Annales School'}),
(1317, {'title': 'Antimatter'}),
(1322, {'title': 'Casa Batlló'}),
(1324, {'title': 'Park Güell'}),
(1325, {'title': 'Casa Milà'}),
(1327, {'title': 'Antiparticle'}),
(1328, {'title': 'A.D.'}),
(1331, {'title': 'Arabian Prince'}),
(1332, {'title': 'August 7'}),
(1333, {'title': 'August 8'}),
(1334, {'title': 'April 16'}),
(1335, {'title': 'Associative property'}),
(1336, {'title': 'Apache Software Foundation'}),
(1338, {'title': 'Americans with Disabilities Act of 1990'}),
(1339,
{'title': 'Americans with Disabilities Act of 1990/Findings and Purposes'}),
(1340, {'title': 'Americans with Disabilities Act of 1990/Definitions'}),
(1341, {'title': 'Americans with Disabilities Act of 1990/Title III'}),
(1342, {'title': 'A.D'}),
(1344, {'title': 'Apple I'}),
(1345, {'title': 'Apache webserver'}),
(1346, {'title': 'Apatosaurus'}),
(1347, {'title': 'Allosaurus'}),
(1348, {'title': 'AK-47'}),
(1349, {'title': 'Atanasoff–Berry computer'}),
(1354, {'title': 'Andes'}),
(1355, {'title': 'Anderida'}),
(1356, {'title': 'Ancylopoda'}),
(1358, {'title': 'Anchor'}),
(1359, {'title': 'Anbar (town)'}),
(1360, {'title': 'Anazarbus'}),
(1361, {'title': 'Anagram'}),
(1363, {'title': 'André-Marie Ampère'}),
(1365, {'title': 'Ammonia'}),
(1366, {'title': 'Amethyst'}),
(1367, {'title': 'Albertosaurus'}),
(1368, {'title': 'Assembly language'}),
(1369, {'title': 'Ambrosia'}),
(1370, {'title': 'Ambrose'}),
(1371, {'title': 'Ambracia'}),
(1372, {'title': 'Amber'}),
(1373, {'title': 'Amalaric'}),
(1374, {'title': 'Alphorn'}),
(1376, {'title': 'Army'}),
(1380, {'title': 'Alligatoridae'}),
(1383, {'title': 'Alder'}),
(1384, {'title': 'Amos Bronson Alcott'}),
(1386, {'title': 'Arachnophobia'}),
(1387, {'title': 'Alabaster'}),
(1389, {'title': 'Ahab'}),
(1391, {'title': 'ASIC (disambiguation)'}),
(1392, {'title': 'Dasyproctidae'}),
(1394, {'title': 'Algol'}),
(1395, {'title': 'Amazing Grace'}),
(1397, {'title': 'AOL'}),
(1400, {'title': 'Anno Domini'}),
(1404, {'title': 'AV'}),
(1406, {'title': 'Amino group'}),
(1407, {'title': 'Antony van Leeuwenhook'}),
(1408, {'title': 'Alcuin'}),
(1409, {'title': 'Angilbert'}),
(1410, {'title': 'Antony van Leeuwenhoek'}),
(1412, {'title': 'Amine'}),
(1416, {'title': 'April 29'}),
(1417, {'title': 'August 14'}),
(1418, {'title': 'Absolute zero'}),
(1422, {'title': 'Amide'}),
(1423, {'title': 'Animism'}),
(1425, {'title': 'Antonio Vivaldi'}),
(1433, {'title': 'Aare'}),
(1434, {'title': 'Abgar'}),
(1435, {'title': 'Abbotsford House'}),
(1436, {'title': 'Abraham'}),
(1437, {'title': 'Abraxas'}),
(1438, {'title': 'Absalom'}),
(1439, {'title': 'Abydos'}),
(1440, {'title': 'Abydos, Egypt'}),
(1441, {'title': 'Abydos (Hellespont)'}),
(1442, {'title': 'August 15'}),
(1445, {'title': 'Acacia'}),
(1446, {'title': 'Acapulco'}),
(1448, {'title': 'August 16'}),
(1449, {'title': 'Alan Kay'}),
(1451, {'title': 'APL (programming language)'}),
(1453, {'title': 'ALGOL'}),
(1456, {'title': 'AWK'}),
(1457, {'title': 'Alzheimers disease'}),
(1459, {'title': 'Ascorbic Acid'}),
(1460, {'title': 'Asgard'}),
(1461, {'title': 'Apollo program'}),
(1466, {'title': 'Assault'}),
(1476, {'title': 'Australian Prime Ministers'}),
(1478, {'title': 'Álfheimr'}),
(1484, {'title': 'Alabama River'}),
(1485, {'title': 'Alain de Lille'}),
(1486, {'title': 'Alemanni'}),
(1488, {'title': 'NYSE MKT'}),
(1490, {'title': 'August 17'}),
(1491, {'title': 'August 12'}),
(1494, {'title': 'Alfred Russel Wallace'}),
(1495, {'title': 'Australian Labor Party'}),
(1496, {'title': 'August 18'}),
(1497, {'title': 'August 19'}),
(1499, {'title': 'August 21'}),
(1500, {'title': "Dodo (Alice's Adventures in Wonderland)"}),
(1501, {'title': 'Lory (disambiguation)'}),
(1502, {'title': "Eaglet (Alice's Adventures in Wonderland)"}),
(1504, {'title': 'Albert'}),
(1505, {'title': 'Albert I'}),
(1506, {'title': 'Albert II'}),
(1507, {'title': 'Albert III'}),
(1508, {'title': 'Albert Alcibiades, Margrave of Brandenburg-Kulmbach'}),
(1509, {'title': 'Albert the Bear'}),
(1511, {'title': 'Albert I of Hapsburg'}),
(1513, {'title': 'Albert of Mainz'}),
(1514, {'title': 'Albert, Duke of Prussia'}),
(1515, {'title': 'Albert III, Elector of Saxony'}),
(1516, {'title': 'Albert the Degenerate'}),
(1517, {'title': 'Albert Of Aix'}),
(1519, {'title': 'August 25'}),
(1520, {'title': 'Aachen'}),
(1523, {'title': 'Agate'}),
(1525, {'title': 'Aspirin'}),
(1526, {'title': 'Abner'}),
(1527, {'title': 'Ahmed I'}),
(1528, {'title': 'Ahmed II'}),
(1529, {'title': 'Ahmed III'}),
(1530, {'title': 'Ainu people'}),
(1533, {'title': 'Aix-la-Chapelle'}),
(1535, {'title': 'Acorn (fruit of the oak tree)'}),
(1536, {'title': 'Acropolis'}),
(1537, {'title': 'Acupuncture'}),
(1540, {'title': 'Aeneas'}),
(1541, {'title': 'April 13'}),
(1542, {'title': 'Amaranth'}),
(1543, {'title': 'Agapanthus africanus'}),
(1544, {'title': 'Agamemnon'}),
(1545, {'title': 'Aga Khan I'}),
(1546, {'title': 'Aga Khan III'}),
(1547, {'title': 'Agasias'}),
(1548, {'title': 'Alexander Emanuel Agassiz'}),
(1549, {'title': 'Agathon'}),
(1550, {'title': 'Agesilaus II'}),
(1551, {'title': 'Agis'}),
(1552, {'title': 'Antonio Agliardi'}),
(1553, {'title': 'Agnes of Merania'}),
(1554, {'title': 'Agni'}),
(1556, {'title': 'Agrippina the Elder'}),
(1557, {'title': 'Agrippina the Younger'}),
(1558, {'title': 'American Chinese cuisine'}),
(1559, {'title': 'Ahenobarbus'}),
(1563, {'title': 'Arthur Aikin'}),
(1564, {'title': 'Ailanthus'}),
(1565, {'title': 'Aimoin'}),
(1567, {'title': 'Ajax the Lesser'}),
(1568, {'title': 'Ajax (mythology)'}),
(1569, {'title': 'Ajax'}),
(1570, {'title': 'Alaric I'}),
(1571, {'title': 'Alaric II'}),
(1572, {'title': 'Albategnius'}),
(1573, {'title': 'Albertus Magnus'}),
(1575, {'title': 'Alboin'}),
(1576, {'title': 'Afonso de Albuquerque'}),
(1577, {'title': 'Alcaeus of Mytilene'}),
(1578, {'title': 'Alcamenes'}),
(1579, {'title': 'Alcmene'}),
(1580, {'title': 'Alcidamas'}),
(1581, {'title': 'Aldine Press'}),
(1583, {'title': 'Ealdred (archbishop of York)'}),
(1585, {'title': 'Alexander I of Epirus'}),
(1586, {'title': 'Alexander Balas'}),
(1587, {'title': 'Alexander of Pherae'}),
(1588, {'title': 'Alexander II of Epirus'}),
(1589, {'title': 'Alexander Jagiellon'}),
(1592, {'title': 'Alexander III of Russia'}),
(1593, {'title': 'Alexander I of Scotland'}),
(1594, {'title': 'Alexander II of Scotland'}),
(1595, {'title': 'Alexander I of Serbia'}),
(1596, {'title': 'Alexander III of Scotland'}),
(1597, {'title': 'Alexander of Greece (disambiguation)'}),
(1599, {'title': 'Alexander of Aphrodisias'}),
(1600, {'title': 'Alexander Severus'}),
(1601, {'title': 'Alexander'}),
(1602, {'title': 'Alexander I'}),
(1603, {'title': 'Alexander II'}),
(1604, {'title': 'Alexander III'}),
(1605, {'title': 'Alexander Aetolus'}),
(1606, {'title': 'Alexander Jannaeus'}),
(1607, {'title': 'Alexander IV'}),
(1608, {'title': 'Alexander V'}),
(1609, {'title': 'Alexander VI'}),
(1610, {'title': 'Alexander VII'}),
(1611, {'title': 'Alexander VIII'}),
(1612, {'title': 'Alexandrists'}),
(1613, {'title': 'Alexios I Komnenos'}),
(1614, {'title': 'Alexis (poet)'}),
(1615, {'title': 'Alexios II Komnenos'}),
(1616, {'title': 'Alexios III Angelos'}),
(1617, {'title': 'Alexios V Doukas'}),
(1620, {'title': 'Alexei Petrovich, Tsarevich of Russia'}),
(1623, {'title': 'Andrew Jackson'}),
(1624, {'title': 'Andrew Johnson'}),
(1625, {'title': 'Aleksandr Solzhenitsyn'}),
(1626, {'title': 'Aleksandr Isaevich Solzhenitsyn'}),
(1627, {'title': 'Aberdeen'}),
(1628, {'title': 'August 23'}),
(1629, {'title': 'August 24'}),
(1633, {'title': 'Antipope'}),
(1634, {'title': 'Aquaculture'}),
(1635, {'title': 'Kolmogorov complexity'}),
(1636, {'title': 'Antoine de Saint-Exupery'}),
(1637, {'title': 'Hymn to Proserpine'}),
(1638, {'title': 'The Triumph of Time'}),
(1639, {'title': 'April 28'}),
(1640, {'title': 'Alfred the Great'}),
(1641, {'title': 'Alfred Ernest Albert'}),
(1642, {'title': 'Alessandro Algardi'}),
(1643, {'title': 'Alger of Liège'}),
(1644, {'title': 'Algiers'}),
(1645, {'title': 'Alhazen'}),
(1647, {'title': 'Alessandro Allori'}),
(1649, {'title': 'Almoravid dynasty'}),
(1650, {'title': 'Aloe'}),
(1651, {'title': 'Alured of Berkeley'}),
(1652, {'title': 'Alyattes of Lydia'}),
(1653, {'title': 'Age of consent'}),
(1654, {'title': 'Alypius of Antioch'}),
(1655, {'title': 'Amalasuntha'}),
(1656, {'title': 'Amalric of Bena'}),
(1657, {'title': 'Afonso I of Portugal'}),
(1658, {'title': 'Afonso II of Portugal'}),
(1659, {'title': 'Afonso III of Portugal'}),
(1660, {'title': 'Afonso IV of Portugal'}),
(1661, {'title': 'Afonso V of Portugal'}),
(1662, {'title': 'Afonso VI of Portugal'}),
(1663, {'title': 'Alphonso I of Spain'}),
(1664, {'title': 'Alfonso II of Asturias'}),
(1669, {'title': 'Amara Sinha'}),
(1672, {'title': 'Alphonso VIII of Spain'}),
(1673, {'title': 'Alfonso IX of Spain'}),
(1676, {'title': 'Alfonso XII of Spain'}),
(1677, {'title': 'Alfonso XIII of Spain'}),
(1678, {'title': 'Alphonsus a Sancta Maria'}),
(1679, {'title': 'Alfonso the Battler'}),
(1680, {'title': 'Amaryllis'}),
(1682, {'title': 'Amasis I'}),
(1683, {'title': 'Alfonso III of Aragon'}),
(1684, {'title': 'Alfonso IV of Aragon'}),
(1685, {'title': 'Amasis II'}),
(1686, {'title': 'Alfonso V of Aragon'}),
(1687, {'title': 'Amathus'}),
(1688, {'title': 'Alphons'}),
(1689, {'title': 'Alfonso I'}),
(1690, {'title': 'Amati'}),
(1691, {'title': 'Alfonso II'}),
(1692, {'title': 'Alfonso III'}),
(1694, {'title': 'Alfonso IV'}),
(1695, {'title': 'Amazons'}),
(1696, {'title': 'Alfonso V'}),
(1697, {'title': 'Ambergris'}),
(1698, {'title': 'Ambiorix'}),
(1699, {'title': 'Alfonso VI'}),
(1700, {'title': 'August Wilhelm Ambros'}),
(1701, {'title': 'Amazon River'}),
(1702, {'title': 'Alfred of Beverley'}),
(1703, {'title': 'Alphonso VII'}),
(1704, {'title': 'Alphonso VIII'}),
(1705, {'title': 'Alphonso IX'}),
(1706, {'title': 'Alphonso X'}),
(1707, {'title': 'Alphonso XI'}),
(1708, {'title': 'Alphonso XII'}),
(1709, {'title': 'Alphonso XIII'}),
(1710, {'title': 'April 22'}),
(1711, {'title': 'August 31'}),
(1714, {'title': 'Autpert Ambrose'}),
(1715, {'title': 'Abu Bakr'}),
(1716, {'title': 'St. Ambrose Traversari'}),
(1717, {'title': 'Ambrosians'}),
(1718, {'title': 'Ambrosiaster'}),
(1719, {'title': 'Ambrosius Aurelianus'}),
(1722, {'title': 'Ammon'}),
(1723, {'title': 'Ammonius Hermiae'}),
(1724, {'title': 'Ammonius Saccas'}),
(1726, {'title': 'Book of Amos'}),
(1727, {'title': 'Amphipolis'}),
(1728, {'title': 'Amram'}),
(1729, {'title': 'Amyntas I of Macedon'}),
(1730, {'title': 'Amyntas III of Macedon'}),
(1732, {'title': 'Anacharsis'}),
(1733, {'title': 'Anacreon (poet)'}),
(1734, {'title': 'Anah'}),
(1735, {'title': 'Ananda'}),
(1737, {'title': 'Anaxagoras'}),
(1738, {'title': 'Anaxarchus'}),
(1740, {'title': 'Ancyra (genus)'}),
(1742, {'title': 'Anastasius I'}),
(1743, {'title': 'Anastasius II'}),
(1744, {'title': 'Anastasius III'}),
(1745, {'title': 'Anastasius IV'}),
(1746, {'title': 'Anaximenes of Lampsacus'}),
(1747, {'title': 'Anastasius'}),
(1748, {'title': 'Anaximenes of Miletus'}),
(1749, {'title': 'Ancus Marcius'}),
(1750, {'title': 'Andaman Islands'}),
(1751, {'title': 'Alexander Anderson (mathematician)'}),
(1752, {'title': 'Andocides'}),
(1754, {'title': 'Andrea Andreani'}),
(1755, {'title': 'Andrew II of Hungary'}),
(1756, {'title': 'An Enquiry Concerning Human Understanding'}),
(1758, {'title': 'André de Longjumeau'}),
(1759, {'title': 'Andriscus'}),
(1760, {'title': 'Andronikos III Palaiologos'}),
(1761, {'title': 'Andronikos II Palaiologos'}),
(1762, {'title': 'Andronikos I Komnenos'}),
(1763, {'title': 'Andronicus of Cyrrhus'}),
(1764, {'title': 'Andronicus of Rhodes'}),
(1765, {'title': 'Andronicus'}),
(1766, {'title': 'Asteroid Belt'}),
(1767, {'title': 'Ammianus Marcellinus'}),
(1768, {'title': 'ALICE'}),
(1769, {'title': 'An Enquiry Concerning Human Understanding/Text'}),
(1770, {'title': 'Apollo 13'}),
(1771, {'title': 'Apollo Program'}),
(1772, {'title': 'Arthritus'}),
(1773, {'title': 'Apollo 7'}),
(1774, {'title': 'Apollo 9'}),
(1775, {'title': 'Applied discrete math'}),
(1776, {'title': 'Arthritis'}),
(1777, {'title': 'April 2'}),
(1778, {'title': 'Acetylene'}),
(1779, {'title': 'Alfred'}),
(1781, {'title': 'August 28'}),
(1784, {'title': 'Athenian democracy'}),
(1786, {'title': 'Arabic numerals'}),
(1787, {'title': 'April 9'}),
(1788, {'title': 'ABM'}),
(1789, {'title': 'Apuleius'}),
(1790, {'title': 'Alexander Selkirk'}),
(1791, {'title': 'Anti-ballistic missile'}),
(1793, {'title': 'August 29'}),
(1794, {'title': 'August 30'}),
(1797, {'title': 'Acre'}),
(1799, {'title': 'ATP'}),
(1802, {'title': 'Ægir'}),
(1805, {'title': 'Antibiotics'}),
(1806, {'title': 'Arnold Schwarzenegger'}),
(1807, {'title': 'ASA'}),
(1809, {'title': 'Aquinas'}),
(1810, {'title': 'Actium'}),
(1811, {'title': 'Amide hydrolysis'}),
(1812, {'title': 'Amway'}),
(1821, {'title': 'Antoine Laurent Lavoisier'}),
(1822, {'title': 'Antoine Lavoisier'}),
(1824, {'title': 'A roll'}),
(1825, {'title': 'Hermann Kolbe'}),
(1826, {'title': 'April 18'}),
(1827, {'title': 'April 23'}),
(1828, {'title': 'Amitabh Bachchan'}),
(1830, {'title': 'Air Pollution'}),
(1831, {'title': 'Antarctic-Environmental Protocol'}),
(1832, {'title': 'Allomorph'}),
(1833, {'title': 'American bias'}),
(1834, {'title': 'Allophone'}),
(1835, {'title': 'Affix'}),
(1837, {'title': 'Allegory'}),
(1838, {'title': 'Amazon river'}),
(1839, {'title': 'Allotropy'}),
(1840, {'title': 'Agathocles of Syracuse'}),
(1841, {'title': 'Economy of Alberta'}),
(1842, {'title': 'Augustin-Louis Cauchy'}),
(1844, {'title': 'Archimedes'}),
(1845, {'title': 'Alternative medicine'}),
(1847, {'title': 'Archimedean solid'}),
(1851, {'title': 'Antiprism'}),
(1852, {'title': 'Ancient Greeks'}),
(1853, {'title': 'Natural history of Africa'}),
(1854, {'title': 'Geography of Africa'}),
(1855, {'title': 'Africa/History'}),
(1857, {'title': 'Approval voting'}),
(1858, {'title': 'Aromatic compound'}),
(1859, {'title': 'Arizona State University'}),
(1862, {'title': 'April 14'}),
(1864, {'title': 'Astoria, Oregon'}),
(1866, {'title': 'Alarums and Excursions'}),
(1869, {'title': 'Alfred Jarry'}),
(1870, {'title': 'Amalric'}),
(1871, {'title': 'Amalric I of Jerusalem'}),
(1872, {'title': 'Aimery of Jerusalem'}),
(1873, {'title': 'Anthemius of Tralles'}),
(1874, {'title': 'Absalon'}),
(1875, {'title': 'Adhemar of Le Puy'}),
(1877, {'title': 'Albigenses'}),
(1878, {'title': 'Alphonse, Count of Poitiers'}),
(1879, {'title': 'Alfonso Jordan'}),
(1880, {'title': 'Ambroise'}),
(1881, {'title': 'Art Deco'}),
(1884, {'title': 'ASCII art'}),
(1885, {'title': 'Autoerotic asphyxiation'}),
(1887, {'title': 'Alexius'}),
(1889, {'title': 'Ban on assault rifles'}),
(1890, {'title': 'American English'}),
(1893, {'title': 'Albert Spalding'}),
(1894, {'title': 'Africa Alphabet'}),
(1896, {'title': 'Acquire'}),
(1897, {'title': 'Australian English'}),
(1902, {'title': 'American Airlines Flight 77'}),
(1903, {'title': 'American Airlines flight 77'}),
(1904, {'title': 'American Airlines flight 11'}),
(1905, {'title': 'Ambush'}),
(1906, {'title': 'Astronomical aberration'}),
(1908, {'title': 'Abzyme'}),
(1910, {'title': 'Agarose gel electrophoresis'}),
(1911, {'title': 'Allele'}),
(1912, {'title': 'Ampicillin'}),
(1913, {'title': 'Annealing'}),
(1914, {'title': 'Antimicrobial resistance'}),
(1915, {'title': 'Antigen'}),
(1916, {'title': 'Autosome'}),
(1919, {'title': 'Antwerp (disambiguation)'}),
(1920, {'title': 'Aquila'}),
(1921, {'title': 'Al-Qaeda'}),
(1923, {'title': 'Alessandro Volta'}),
(1924, {'title': 'Argo Navis'}),
(1925, {'title': 'Andromeda (mythology)'}),
(1926, {'title': 'Antlia'}),
(1927, {'title': 'Ara (constellation)'}),
(1928, {'title': 'Auriga'}),
(1930, {'title': 'Arkansas'}),
(1931, {'title': 'Atmosphere (disambiguation)'}),
(1933, {'title': 'Apus'}),
(1935, {'title': 'Attorney'}),
(1936, {'title': 'Astronomical Unit'}),
...]

``````
``````

In [16]:

G.number_of_nodes()

``````
``````

Out[16]:

32972

``````