Datasets:

Hobson
/

surname-nationality

Tasks:

Token Classification

Text Classification

Sub-tasks: named-entity-recognition

Size Categories: List[str]

Source Datasets: List[str]

Tags: multilingual RNN name tagging nlp transliterated

License:

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train · 36.2k rows

rank float64 1 1k ⌀	surname stringlengths 2 21	nationality stringlengths 5 17	frequency float64 0 0.06 ⌀	census_count int64 1 12.6M
1	Tesfaye	Ethiopian	0.011905	1,167,260
2	Mohammed	Ethiopian	0.011111	1,084,839
3	Getachew	Ethiopian	0.009174	895,366
4	Abebe	Ethiopian	0.008475	825,501
5	Girma	Ethiopian	0.008403	822,765
6	Tadesse	Ethiopian	0.008403	816,808
7	Solomon	Ethiopian	0.006897	672,249
8	Kebede	Ethiopian	0.006757	660,498
9	Bekele	Ethiopian	0.006536	635,868
10	Hailu	Ethiopian	0.006024	585,964
11	Alemayehu	Ethiopian	0.005988	585,159
12	Ahmed	Ethiopian	0.005495	534,934
13	Alemu	Ethiopian	0.005405	526,724
14	Almaz	Ethiopian	0.005319	520,124
15	Mulu	Ethiopian	0.005236	510,465
16	Teshome	Ethiopian	0.005155	503,221
17	Mekonnen	Ethiopian	0.005155	502,255
18	Genet	Ethiopian	0.004975	486,479
19	Abera	Ethiopian	0.004926	479,879
20	Mulugeta	Ethiopian	0.004673	455,571
21	Tilahun	Ethiopian	0.004115	400,838
22	Worku	Ethiopian	0.004	390,536
23	Tsegaye	Ethiopian	0.004	390,214
24	Ali	Ethiopian	0.003937	383,452
25	Tsehay	Ethiopian	0.003922	381,843
26	Asefa	Ethiopian	0.003861	376,208
27	Abebech	Ethiopian	0.003788	368,803
28	Jemal	Ethiopian	0.003731	364,618
29	Assefa	Ethiopian	0.003521	343,369
30	Desta	Ethiopian	0.003484	339,827
31	Birhanu	Ethiopian	0.003484	339,505
32	Mesfin	Ethiopian	0.003448	335,964
33	Yeshi	Ethiopian	0.003378	329,524
34	Meseret	Ethiopian	0.003367	327,915
35	Kedir	Ethiopian	0.003344	326,144
36	Seid	Ethiopian	0.003333	325,339
37	Mohamed	Ethiopian	0.003279	320,027
38	Sisay	Ethiopian	0.003205	312,783
39	Berhanu	Ethiopian	0.003077	299,743
40	Belay	Ethiopian	0.003012	293,626
41	Eshetu	Ethiopian	0.002941	287,187
42	Aster	Ethiopian	0.002907	283,967
43	Ayele	Ethiopian	0.002899	282,679
44	Tefera	Ethiopian	0.002833	276,401
45	Haile	Ethiopian	0.002809	273,665
46	Ayalew	Ethiopian	0.002625	256,118
47	Tigist	Ethiopian	0.002577	251,289
48	Dereje	Ethiopian	0.002564	250,162
49	Belaynesh	Ethiopian	0.002551	248,874
50	Fatuma	Ethiopian	0.002538	247,425
51	Zenebech	Ethiopian	0.0025	244,044
52	Getahun	Ethiopian	0.002481	241,952
53	Amare	Ethiopian	0.002445	238,249
54	Hassen	Ethiopian	0.00241	234,869
55	Mengistu	Ethiopian	0.00237	231,166
56	Abdi	Ethiopian	0.002364	230,522
57	Alem	Ethiopian	0.002342	228,269
58	Negash	Ethiopian	0.002294	223,761
59	Abeba	Ethiopian	0.002273	221,507
60	Hussen	Ethiopian	0.002252	219,576
61	Desalegn	Ethiopian	0.002203	214,746
62	Shiferaw	Ethiopian	0.002183	212,815
63	Taye	Ethiopian	0.002169	211,688
64	Kassa	Ethiopian	0.002155	210,400
65	Asfaw	Ethiopian	0.00211	205,731
66	Emebet	Ethiopian	0.002105	205,248
67	Belete	Ethiopian	0.002101	204,927
68	Mamo	Ethiopian	0.002066	201,385
69	Tsige	Ethiopian	0.002049	199,936
70	Beyene	Ethiopian	0.002037	198,487
71	Alemitu	Ethiopian	0.002	195,268
72	Asnakech	Ethiopian	0.001996	194,624
73	Etenesh	Ethiopian	0.00198	193,336
73	Fekadu	Ethiopian	0.00198	193,336
75	Aregash	Ethiopian	0.001961	191,243
76	Aberash	Ethiopian	0.001905	185,931
77	Askale	Ethiopian	0.001898	185,126
78	Abdela	Ethiopian	0.001887	183,999
79	Melaku	Ethiopian	0.001883	183,677
80	Dawit	Ethiopian	0.001845	179,814
81	Bizunesh	Ethiopian	0.001828	178,204
82	Yohannes	Ethiopian	0.001808	176,433
83	Atsede	Ethiopian	0.001795	174,984
84	Abate	Ethiopian	0.001789	174,501
85	Asrat	Ethiopian	0.001776	173,375
86	Temesgen	Ethiopian	0.001751	170,960
87	Ibrahim	Ethiopian	0.001748	170,477
88	Getu	Ethiopian	0.001724	168,062
89	Habtamu	Ethiopian	0.001712	167,096
90	Fikadu	Ethiopian	0.001698	165,648
91	Moges	Ethiopian	0.001681	164,038
92	Dejene	Ethiopian	0.001672	163,233
93	Melese	Ethiopian	0.001667	162,589
94	Adem	Ethiopian	0.00165	160,979
95	Aynalem	Ethiopian	0.001642	160,174
96	Lemma	Ethiopian	0.001634	159,369
97	Ayelech	Ethiopian	0.001626	158,565
98	Zerihun	Ethiopian	0.00156	152,286
99	Legesse	Ethiopian	0.001529	149,228
100	Asegedech	Ethiopian	0.00152	148,262

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Popular Surname Nationality Mapping

Sample of popular surnames for 30+ countries labeled with nationality (language)

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Size of downloaded dataset files:

260 kB

Size of the auto-converted Parquet files:

606 kB

Number of rows:

36,241