astickbanerjee / WikiTextCorpusDownloader

A Language Independent Wikipedia Text Corpus Downloader

Cloning

git clone https://github.com/Rajan-sust/WikiTextCorpusDownloader

Requirements

• Python 3
• Gensim
• TensorFlow 2.0.0

pip install gensim tensorflow==2.0.0

Installation with virtual environment

If virtual environment is not installed, you can use this command.

pip install virtualenv

Change directory in cloned folder.

cd WikiTextCorpusDownloader

Create virtual environment and activate in WikiTextCorpusDownloader.

virtualenv --python python3 venv
source venv/bin/activate
pip install gensim tensorflow==2.0.0

Run

Run main.py with language flag

 python3 main.py --language=bn

For conveninece I've set the language flag bn. You can choose your language code from the following table.

Output

There will create a folder named language_corpus and all the txt file will be stored in language_corpus.

WikiTextCorpusDownloader/
├── bn_corpus
├── main.py
└── README.md

Language Code

• Source: https://en.wikipedia.org/wiki/List_of_Wikipedias (last accessed 25/10/2019)

Language	Language (local)	Wiki Code	Articles	Total	Edits	Admins	Users	Active Users	Images	Depth
English	English	en	5,957,940	48,851,073	918,220,332	1,154	37,454,878	133,972	883,255	974.22
Cebuano	Cebuano	ceb	5,378,851	9,743,883	29,548,951	6	62,083	155	0	2
Swedish	svenska	sv	3,747,946	7,760,405	46,384,811	58	695,764	2,643	0	6.85
German	Deutsch	de	2,357,400	6,589,124	192,070,538	189	3,303,857	18,693	131,132	93.93
French	français	fr	2,149,085	10,392,280	163,357,571	163	3,587,639	18,924	59,117	231.27
Dutch	Nederlands	nl	1,982,009	4,129,436	54,682,204	38	1,027,038	3,968	20	15.54
Russian	русский	ru	1,575,424	6,022,540	102,626,944	89	2,617,129	11,036	220,720	135.78
Italian	italiano	it	1,560,426	6,410,902	108,157,717	108	1,886,789	8,344	140,406	163.01
Spanish	español	es	1,552,670	6,825,081	120,285,131	69	5,596,433	17,608	0	203.22
Polish	polski	pl	1,366,455	3,108,214	57,596,259	102	988,726	4,150	273	30.11
Waray	Winaray	war	1,263,782	2,877,774	6,204,632	3	42,855	65	42	3.52
Vietnamese	Tiếng Việt	vi	1,237,354	15,377,620	55,922,731	21	700,988	1,881	31,882	474.93
Japanese	日本語	ja	1,174,111	3,479,762	74,550,080	39	1,547,059	13,910	85,744	82.62
Chinese	中文	zh	1,078,756	5,951,763	56,304,809	84	2,830,664	8,185	52,288	193.04
Portuguese	português	pt	1,014,859	4,913,949	56,373,530	75	2,316,501	5,815	53,699	169.34
Arabic	العربية	ar	967,340	5,765,464	39,110,875	25	1,737,253	4,929	33,236	166.9
Ukrainian	українська	uk	943,639	2,879,394	26,284,559	45	475,906	2,725	101,925	38.41
Persian	فارسی	fa	696,669	4,462,246	27,395,768	31	864,161	4,998	59,214	179.37
Catalan	català	ca	626,244	1,542,343	22,119,752	21	336,650	1,475	11,791	30.69
Serbian	српски / srpski	sr	625,620	3,819,423	22,221,350	18	251,916	827	32,372	151.62
Norwegian (Bokmål)	norsk	no	521,417	1,421,715	19,827,300	45	475,362	1,415	4	41.58
Indonesian	Bahasa Indonesia	id	506,623	2,654,166	16,058,756	36	1,100,928	3,058	60,379	108.72
Korean	한국어	ko	473,032	2,169,511	25,033,560	24	589,501	2,089	15,073	148.41
Finnish	suomi	fi	471,135	1,261,220	18,438,308	35	431,385	1,720	57,852	41.11
Hungarian	magyar	hu	458,848	1,325,315	21,793,115	31	427,015	1,831	14,383	58.64
Serbo-Croatian	srpskohrvatski / српскохрватски	sh	450,177	4,619,978	40,902,823	11	140,404	182	10,051	759.59
Czech	čeština	cs	437,419	1,217,337	17,720,831	32	470,778	2,268	1	46.28
Romanian	română	ro	401,675	2,157,968	13,076,247	18	494,974	943	37,793	115.85
Basque	euskara	eu	341,653	687,367	7,114,515	12	104,864	340	0	10.6
Turkish	Türkçe	tr	335,060	1,673,038	21,023,548	23	1,046,927	687	32,739	200.38
Malay	Bahasa Melayu	ms	330,732	912,992	4,645,251	13	244,660	477	21,628	15.77
Esperanto	Esperanto	eo	269,886	596,903	6,746,374	19	163,925	335	6,222	16.59
Armenian	հայերեն	hy	259,379	860,902	6,582,511	11	90,446	713	7,881	41.12
Bulgarian	български	bg	256,834	570,130	9,627,555	27	259,132	697	590	25.13
Chechen	нохчийн	ce	254,134	517,141	3,766,403	3	21,088	46	324	7.8
Danish	dansk	da	254,048	839,870	10,073,437	24	365,020	882	0	63.78
Hebrew	עברית	he	252,321	1,068,468	26,505,066	37	568,066	2,683	60,060	259.54
Slovak	slovenčina	sk	231,418	511,373	6,905,258	9	179,326	543	0	19.76
Min Nan	Bân-lâm-gú	zh-min-nan	228,395	742,394	1,933,304	5	40,162	69	362	13.19
Kazakh	қазақша	kk	225,444	541,106	2,716,729	18	91,008	224	9,686	9.84
Minangkabau	Minangkabau	min	223,245	324,498	1,956,620	5	9,908	156	111	1.24
Croatian	hrvatski	hr	210,897	525,261	5,332,860	16	226,144	515	17,752	22.56
Estonian	eesti	et	202,340	487,832	5,466,187	35	132,266	609	1,126	22.31
Lithuanian	lietuvių	lt	196,979	467,646	5,644,565	13	136,856	337	22,643	22.79
Belarusian	беларуская	be	178,981	557,198	3,463,186	10	89,914	249	2,949	27.75
Greek	Ελληνικά	el	169,514	506,536	7,830,330	21	286,086	985	17,444	61.1
Slovenian	slovenščina	sl	165,756	397,615	5,200,172	22	183,901	347	8,441	25.59
Galician	galego	gl	159,406	427,419	5,273,688	9	102,054	258	9,311	34.88
Southern Azerbaijani	تۆرکجه	azb	152,184	443,991	1,144,865	4	20,224	94	0	9.48
Azerbaijani	azərbaycanca	az	150,724	392,645	4,894,365	16	182,739	622	22,727	32.11
Simple English	Simple English	simple	150,633	521,223	6,676,120	17	896,149	793	36	77.53
Norwegian (Nynorsk)	norsk nynorsk	nn	150,452	347,461	3,164,351	20	99,889	170	16	15.62
Urdu	اردو	ur	149,403	834,250	3,977,948	11	102,089	279	10,066	100.19
Hindi	हिन्दी	hi	133,789	928,717	4,350,046	9	497,185	1,540	4,134	165.36
Thai	ไทย	th	133,694	814,819	8,537,626	14	367,411	1,239	34,798	271.96
Uzbek	oʻzbekcha/ўзбекча	uz	132,476	628,756	2,060,739	10	47,634	167	1,095	46
Georgian	ქართული	ka	132,358	384,683	3,735,156	4	114,786	237	14,270	35.29
Latin	Latina	la	131,382	258,556	3,473,631	18	124,476	142	0	12.59
Tamil	தமிழ்	ta	123,911	380,432	2,816,895	41	162,577	411	7,695	31.73
Volapük	Volapük	vo	123,498	253,831	3,204,335	3	26,888	35	0	14.06
Welsh	Cymraeg	cy	106,299	233,311	9,112,539	13	57,619	130	17,632	55.76
Macedonian	македонски	mk	102,616	460,583	3,877,303	17	84,335	245	7,891	102.44
Asturian	asturianu	ast	99,688	155,147	2,550,012	9	61,797	138	0	5.09
Tajik	тоҷикӣ	tg	98,750	184,947	1,044,678	6	26,940	54	419	4.3
Latvian	latviešu	lv	98,593	399,578	3,118,951	12	86,632	241	23,819	72.75
Malagasy	Malagasy	mg	92,136	236,048	975,070	3	21,353	32	3	10.08
Tatar	татарча/tatarça	tt	87,531	208,943	2,395,833	3	31,506	62	4,632	22.06
Occitan	occitan	oc	86,441	145,139	2,133,954	5	39,327	88	900	6.78
Afrikaans	Afrikaans	af	86,239	262,521	2,055,641	14	115,856	192	9,052	32.72
Bosnian	bosanski	bs	80,922	372,472	3,043,634	9	118,345	191	24,272	106.07
Kirghiz	Кыргызча	ky	79,736	105,425	351,575	3	23,821	58	2,679	0.35
Albanian	shqip	sq	77,895	229,643	2,043,751	14	117,441	241	11,389	33.78
Tagalog	Tagalog	tl	75,885	234,022	1,719,212	12	102,537	112	1,908	31.9
Bengali	বাংলা	bn	75,469	708,549	3,755,854	12	251,740	1,218	6,773	373.01
Cantonese	粵語	zh-yue	74,635	190,848	1,337,193	11	187,259	257	1,655	16.99
Newar	नेपाल भाषा	new	72,231	196,454	845,210	2	20,809	16	0	12.73
Telugu	తెలుగు	te	71,379	260,934	2,751,592	15	90,684	178	12,536	74.37
Belarusian (Taraškievica)	беларуская (тарашкевіца)‎	be-tarask	68,177	188,834	2,087,604	4	61,316	118	1,460	34.63
Breton	brezhoneg	br	67,284	131,423	1,847,714	5	56,027	78	5,401	12.78
Malayalam	മലയാളം	ml	66,117	410,068	3,180,273	21	128,969	340	6,105	209.88
Piedmontese	Piemontèis	pms	64,526	99,074	844,567	10	20,952	28	2,078	2.44
Sundanese	Sunda	su	59,574	92,453	592,152	8	22,812	70	547	1.95
Low Saxon	Plattdüütsch	nds	57,997	118,503	892,275	4	37,423	50	0	8.2
Luxembourgish	Lëtzebuergesch	lb	57,318	123,398	2,213,050	5	45,103	80	2,596	23.84
Javanese	Jawa	jv	56,707	152,687	1,494,771	8	41,489	156	5,446	28.05
Haitian	Kreyòl ayisyen	ht	56,693	69,416	732,795	1	21,946	28	0	0.53
Marathi	मराठी	mr	55,254	227,017	1,707,660	9	112,754	234	19,186	72.69
Scots	Scots	sco	55,248	200,374	717,992	6	63,071	104	1,601	24.72
Swahili	Kiswahili	sw	54,308	112,747	1,086,727	11	38,610	111	2,226	11.16
Silesian	ślůnski	szl	51,653	63,231	330,705	3	16,576	38	0	0.26
Irish	Gaeilge	ga	51,651	84,098	942,895	8	40,786	115	1,169	4.42
Bashkir	башҡортса	ba	49,951	141,407	913,475	9	26,131	73	1,364	21.66
Western Punjabi	پنجابی	pnb	49,162	78,410	534,596	3	24,127	35	238	2.41
Icelandic	íslenska	is	48,474	128,780	1,648,612	28	69,863	149	3,060	35.14
Burmese	မြန်မာဘာသာ	my	45,053	111,955	488,746	5	69,745	358	2,857	9.63
West Frisian	Frysk	fy	42,910	130,172	975,047	9	34,735	71	6,918	30.98
Chuvash	Чӑвашла	cv	42,208	75,432	660,461	3	25,243	45	536	5.43
Lombard	lumbaart	lmo	39,059	100,944	990,933	7	27,443	34	4,437	24.64
Aragonese	aragonés	an	36,117	111,538	1,640,703	6	54,407	69	1,282	64.15
Nepali	नेपाली	ne	33,302	92,463	750,820	8	44,404	105	889	25.63
Eastern Punjabi	ਪੰਜਾਬੀ	pa	32,047	112,479	491,976	9	30,182	121	1,399	27.55
Yoruba	Yorùbá	yo	31,950	54,993	520,314	3	19,343	52	172	4.92
Bavarian	Boarisch	bar	30,211	108,848	728,671	7	49,141	73	1,342	45.36
Ido	Ido	io	28,866	43,320	951,170	5	27,385	39	1	5.51
Gujarati	ગુજરાતી	gu	28,648	95,171	678,601	4	52,900	101	0	38.45
Alemannic	Alemannisch	als	26,618	62,477	928,718	9	72,741	81	496	26.98
Kurdish (Kurmanji)	kurdî	ku	26,309	64,771	738,757	4	38,855	49	580	24.38
Sicilian	sicilianu	scn	26,060	55,242	726,144	8	33,518	33	1,408	16.48
Kannada	ಕನ್ನಡ	kn	25,162	109,500	944,679	5	58,742	214	3,459	96.92
Bishnupriya Manipuri	বিষ্ণুপ্রিয়া মণিপুরী	bpy	25,081	58,450	782,141	2	19,830	28	49	23.69
Kurdish (Sorani)	کوردی	ckb	24,830	130,597	643,744	7	37,043	89	955	89.44
Wu	吴语	wuu	22,215	34,270	255,930	4	61,781	37	238	2.2
Interlingua	interlingua	ia	21,906	34,892	615,006	7	35,707	38	4	6.19
Egyptian Arabic	مصرى	arz	21,756	185,491	904,598	6	116,951	109	1,457	276.22
Quechua	Runa Simi	qu	21,490	53,469	637,975	3	22,165	36	0	26.42
Mongolian	монгол	mn	18,932	74,632	593,077	5	60,907	99	1,450	68.79
Samogitian	žemaitėška	bat-smg	16,804	28,335	348,719	5	20,246	29	109	5.8
Sinhalese	සිංහල	si	15,409	71,115	441,801	3	42,687	79	4,557	81.19
Walloon	walon	wa	15,374	39,561	350,019	2	17,652	16	2,143	21.9
Min Dong	Mìng-dĕ̤ng-ngṳ̄	cdo	15,289	30,378	84,384	4	15,186	16	4	2.71
Odia	ଓଡ଼ିଆ	or	15,159	64,809	375,691	6	23,022	72	126	62.19
Yiddish	ייִדיש	yi	14,881	41,430	545,603	3	35,299	45	1,062	41.92
Scottish Gaelic	Gàidhlig	gd	14,834	30,795	550,033	4	21,011	32	347	20.68
Amharic	አማርኛ	am	14,786	45,275	357,401	3	29,987	30	1,745	33.56
Neapolitan	Napulitano	nap	14,554	23,321	659,672	3	22,095	26	286	10.26
Buginese	ᨅᨔ ᨕᨘᨁᨗ	bug	14,125	18,697	192,349	1	10,052	11	0	1.08
Ilocano	Ilokano	ilo	13,575	51,934	343,096	2	13,381	18	0	52.75
Maithili	मैथिली	mai	13,458	33,981	199,912	5	7,896	35	104	13.68
Upper Sorbian	hornjoserbsce	hsb	13,437	34,272	366,147	4	19,107	27	138	25.69
Banyumasan	Basa Banyumasan	map-bms	13,327	28,928	208,316	1	11,979	19	483	9.87
Faroese	føroyskt	fo	13,210	39,021	356,283	4	21,770	33	0	34.86
Mingrelian	მარგალური	xmf	13,191	28,877	139,056	3	12,924	22	0	6.81
Mazandarani	مازِرونی	mzn	13,122	28,727	149,464	4	21,153	27	266	7.36
Limburgish	Limburgs	li	12,628	62,342	437,516	7	21,026	37	624	108.77
Venetian	vèneto	vec	12,435	36,766	604,318	3	24,499	37	723	62.93
Sindhi	سنڌي	sd	12,284	35,964	156,075	3	11,011	36	66	16.13
Emilian-Romagnol	emiliàn e rumagnòl	eml	12,152	31,995	132,489	3	17,508	21	2,225	11.04
Sakha	саха тыла	sah	12,059	41,823	347,686	4	17,509	31	1,766	50.64
Zazaki	Zazaki	diq	11,767	30,559	397,162	6	18,829	67	215	33.15
Ossetian	Ирон	os	11,715	44,946	474,974	3	18,801	22	179	85.03
Sanskrit	संस्कृतम्	sa	11,418	59,339	446,804	5	27,265	35	437	132.63
Pashto	پښتو	ps	10,840	39,529	244,127	3	20,174	45	1,500	43.26
Hill Mari	кырык мары	mrj	10,268	16,587	95,426	1	8,236	18	0	2.18
Meadow Mari	олык марий	mhr	10,055	24,325	177,206	1	10,679	23	0	14.67
Classical Chinese	文言	zh-classical	9,985	80,949	340,565	6	79,910	59	0	212.5
Fiji Hindi	Fiji Hindi	hif	9,773	34,454	251,774	2	23,057	37	193	46.61
Navajo	Diné bizaad	nv	9,620	21,112	224,126	4	11,966	9	541	15.15
Central Bicolano	Bikol Central	bcl	9,257	17,089	185,018	2	14,627	25	880	7.75
Tarantino	tarandíne	roa-tara	9,248	17,380	135,744	2	9,023	10	290	6.04
North Frisian	Nordfriisk	frr	9,237	26,264	172,262	5	13,207	26	974	22.29
Acehnese	Acèh	ace	9,237	16,477	115,310	2	18,913	30	0	4.3
Hakka	客家語/Hak-kâ-ngî	hak	9,232	17,730	116,743	1	25,131	21	0	5.58
Kapampangan	Kapampangan	pam	8,633	18,632	281,758	2	16,247	21	412	20.29
Northern Sotho	Sesotho sa Leboa	nso	8,173	10,073	39,222	1	4,332	13	0	0.21
Khmer	ភាសាខ្មែរ	km	7,741	29,011	236,532	5	28,028	59	1,196	61.56
Northern Sami	davvisámegiella	se	7,554	18,956	291,618	5	20,932	36	0	35.05
Rusyn	русиньскый	rue	7,281	14,807	114,758	1	18,493	16	0	8.28
Maori	Māori	mi	7,153	12,803	148,593	2	11,251	14	0	7.24
West Flemish	West-Vlams	vls	6,978	19,693	302,127	5	19,278	25	500	50.94
Nahuatl	Nāhuatl	nah	6,968	18,370	447,773	3	17,394	16	175	65.27
Bhojpuri	भोजपुरी	bh	6,933	54,845	661,665	2	19,738	25	56	576.17
Dutch Low Saxon	Nedersaksies	nds-nl	6,845	17,110	303,094	6	19,867	20	611	39.84
Crimean Tatar	qırımtatarca	crh	6,719	22,337	142,464	2	13,449	37	0	34.46
Gan	贛語	gan	6,426	33,323	392,146	4	32,873	21	146	206.17
Vepsian	vepsän kel’	vep	6,196	23,005	119,770	1	11,227	21	0	38.32
Sardinian	sardu	sc	6,073	13,578	160,830	4	16,302	30	132	18.09
Assamese	অসমীয়া	as	6,014	46,660	207,798	5	24,104	89	1,169	203.43
Abkhazian	Аҧсшәа	ab	5,976	17,185	85,161	2	13,885	26	20	17.43
Gilaki	گیلکی	glk	5,912	12,265	53,377	3	11,535	19	807	5.03
Tibetan	བོད་ཡིག	bo	5,860	16,958	136,753	1	20,459	24	0	28.92
Erzya	эрзянь	myv	5,772	16,654	115,410	3	9,320	24	0	24.63
Corsican	corsu	co	5,689	12,932	363,967	2	15,654	28	0	45.62
Somali	Soomaaliga	so	5,663	20,164	196,107	1	23,944	85	0	63.77
Turkmen	Türkmençe	tk	5,563	13,174	209,910	3	18,164	27	308	29.83
Võro	Võro	fiu-vro	5,515	10,427	169,070	3	10,610	16	211	12.86
Northern Luri	لۊری شومالی	lrc	5,452	9,401	119,925	2	4,084	15	0	6.69
Komi	коми	kv	5,322	14,404	133,142	1	10,717	15	0	26.92
Kashubian	kaszëbsczi	csb	5,321	8,509	182,458	3	12,578	15	0	7.7
Manx	Gaelg	gv	4,985	16,882	298,086	3	15,058	15	181	100.57
Shona	chiShona	sn	4,829	11,720	69,079	1	10,331	21	0	12
Udmurt	удмурт	udm	4,716	14,335	113,139	5	11,092	19	9	32.83
Zeelandic	Zeêuws	zea	4,680	8,842	109,709	5	9,528	18	1	9.81
Aymara	Aymar aru	ay	4,641	8,210	90,698	1	12,620	21	0	6.53
Interlingue	Interlingue	ie	4,610	7,460	122,543	1	12,922	22	0	6.28
Picard	Picard	pcd	4,577	9,426	63,782	2	11,329	25	52	7.59
Norman	Nouormand	nrm	4,303	9,502	211,447	1	10,242	15	0	32.49
Kabyle	Taqbaylit	kab	4,267	11,737	92,178	2	9,115	21	0	24.07
Uyghur	ئۇيغۇرچە / Uyghurche	ug	4,161	12,210	145,845	1	15,395	16	291	44.7
Lezgian	лезги	lez	4,010	10,913	79,018	6	7,457	25	10	21.46
Saterland Frisian	Seeltersk	stq	4,009	10,421	118,206	4	10,368	13	442	29.02
Hausa	Hausa	ha	3,940	8,920	52,964	2	9,613	34	0	9.49
Cornish	kernowek	kw	3,900	8,034	174,862	1	10,878	15	0	24.46
Mirandese	Mirandés	mwl	3,767	9,940	95,635	3	10,007	20	0	25.84
Konkani	गोंयची कोंकणी / Gõychi Konknni	gom	3,719	8,294	181,208	3	5,378	11	0	33.06
Guarani	Avañe'ẽ	gn	3,714	8,850	109,182	2	12,921	22	0	23.59
Hawaiian	Hawaiʻi	haw	3,708	6,478	89,205	1	11,515	16	0	7.68
Romansh	rumantsch	rm	3,630	8,723	156,830	3	14,808	27	50	35.39
Ligurian	Ligure	lij	3,606	15,325	164,020	3	10,646	24	0	113.04
Lingua Franca Nova	Lingua Franca Nova	lfn	3,589	5,608	31,421	2	3,808	21	0	——
Ladino	Ladino	lad	3,535	12,702	204,792	5	16,077	22	23	108.42
Lao	ລາວ	lo	3,502	10,788	83,005	1	11,775	24	0	33.3
Komi-Permyak	Перем Коми	koi	3,452	8,910	55,772	1	6,431	9	0	15.65
Maltese	Malti	mt	3,425	15,441	253,223	4	16,146	28	1,149	201.85
Franco-Provençal	arpetan	frp	3,381	8,730	189,906	2	11,550	22	0	54.45
Friulian	furlan	fur	3,336	7,817	166,472	2	10,828	18	318	38.42
Lower Sorbian	dolnoserbski	dsb	3,245	10,874	137,198	1	14,390	21	0	69.74
Doteli	डोटेली	dty	3,218	15,410	197,425	3	3,359	27	3	——
Extremaduran	estremeñu	ext	3,152	7,155	110,612	1	13,213	19	0	24.93
Anglo-Saxon	Ænglisc	ang	3,143	14,904	196,234	2	102,208	36	300	184.36
Livvi-Karelian	Livvinkarjala	olo	3,128	7,612	25,988	2	4,010	20	0	——
Lingala	lingála	ln	3,127	8,208	119,329	3	9,353	11	31	38.38
Chavacano	Chavacano de Zamboanga	cbk-zam	3,007	5,517	99,903	2	11,331	13	0	12.62
Divehi	ދިވެހިބަސް	dv	3,001	10,587	121,244	2	19,846	16	933	73.18
Banjar	Banjar	bjn	2,867	16,014	64,274	2	9,581	14	1	84.4
Ripuarian	Ripoarisch	ksh	2,858	10,347	1,600,668	3	17,999	18	0	1062.21
Gagauz	Gagauz	gag	2,722	6,258	63,687	1	9,250	12	0	17.17
Palatinate German	Pälzisch	pfl	2,547	6,603	84,052	4	8,071	16	0	32.28
Pali	पालि	pi	2,540	4,468	96,392	1	5,239	5	0	12.43
Pangasinan	Pangasinan	pag	2,528	7,693	66,358	1	5,959	9	0	36.01
Avar	авар	av	2,348	9,865	69,701	1	10,595	18	0	72.42
Buryat	буряад	bxr	2,162	7,888	54,210	2	10,922	19	0	48.21
Gorontalo	Bahasa Hulontalo	gor	2,150	4,386	22,959	3	1,131	11	0	——
Kalmyk	хальмг	xal	2,082	10,864	80,817	1	7,668	12	0	132.35
Karachay-Balkar	къарачай-малкъар	krc	2,031	14,104	104,984	2	7,770	10	0	263.02
Zhuang	Vahcuengh	za	1,932	4,067	38,563	1	7,769	7	0	11.58
Papiamentu	Papiamentu	pap	1,916	4,658	72,031	2	9,570	15	0	31.67
Karakalpak	Qaraqalpaqsha	kaa	1,877	4,785	42,829	2	8,241	12	0	21.48
Pennsylvania German	Deitsch	pdc	1,871	5,655	102,992	1	25,072	14	0	74.49
Tuvan	тыва дыл	tyv	1,830	7,289	29,939	1	5,751	16	0	36.55
Kinyarwanda	Kinyarwanda	rw	1,824	5,164	71,681	1	8,303	11	0	46.54
Tongan	lea faka-Tonga	to	1,702	4,986	39,504	2	6,526	10	11	29.5
Greenlandic	kalaallisut	kl	1,671	3,992	72,052	2	10,028	15	0	34.82
Novial	Novial	nov	1,666	4,518	174,741	2	8,623	8	0	113.34
Jamaican Patois	Patois	jam	1,643	2,889	19,706	1	4,672	19	0	3.92
Aramaic	ܐܪܡܝܐ	arc	1,637	5,984	93,084	2	15,512	17	0	109.69
Kabiye	Kabɩyɛ	kbp	1,599	3,113	14,409	1	2,220	8	0	——
Kabardian	Адыгэбзэ	kbd	1,583	6,639	42,206	1	7,311	5	0	64.85
Santali	ᱥᱟᱱᱛᱟᱲᱤ	sat	1,507	5,730	30,588	3	1,760	34	0	——
Tok Pisin	Tok Pisin	tpi	1,506	5,701	84,622	1	9,578	15	0	115.17
Tetum	tetun	tet	1,473	3,779	62,994	2	7,166	10	0	40.85
Igbo	Igbo	ig	1,430	5,950	64,661	2	9,837	39	0	108.58
Kikuyu	Gĩkũyũ	ki	1,362	2,885	19,535	1	5,528	11	0	8.47
Zulu	isiZulu	zu	1,351	5,469	54,216	1	12,457	69	0	92.1
Wolof	Wolof	wo	1,342	4,944	101,564	2	11,429	18	0	147.99
Nauruan	Dorerin Naoero	na	1,307	4,116	81,031	1	8,662	9	0	90.93
Lojban	la .lojban.	jbo	1,246	5,591	109,019	3	12,124	15	0	237.11
Aromanian	armãneashti	roa-rup	1,226	3,871	198,517	1	11,028	9	0	238.7
Bislama	Bislama	bi	1,220	2,934	37,979	1	8,584	14	0	——
Lak	лакку	lbe	1,219	12,259	45,233	1	6,513	8	0	302.64
Tahitian	reo tahiti	ty	1,203	2,874	52,099	1	5,722	7	0	34.98
Moksha	мокшень	mdf	1,198	6,453	50,770	2	6,918	15	0	151.38
Kongo	Kongo	kg	1,198	2,801	42,726	2	7,731	12	0	27.31
Tulu	ತುಳು	tcy	1,180	4,799	68,352	2	2,987	40	0	——
Luganda	Luganda	lg	1,178	4,410	25,046	1	5,262	15	0	42.75
Sranan	Sranantongo	srn	1,075	2,654	38,044	1	5,699	10	0	30.93
Ingush	ГӀалгӀай	inh	1,050	4,136	30,545	2	1,325	7	0	——
Xhosa	isiXhosa	xh	1,029	3,590	31,083	1	8,616	32	0	53.63
Atikamekw	Atikamekw	atj	1,013	1,926	11,159	5	2,004	21	0	——
Latgalian	latgaļu	ltg	921	3,090	33,878	1	5,216	11	0	60.81
Cherokee	ᏣᎳᎩ	chr	826	3,644	43,812	1	15,414	11	0	139.94
Samoan	Gagana Samoa	sm	812	2,905	39,275	1	6,840	10	0	89.82
Norfolk	Norfuk / Pitkern	pih	792	3,063	41,108	2	8,012	12	0	——
Oromo	Oromoo	om	786	3,268	31,718	1	6,623	15	0	96.78
Akan	Akan	ak	729	2,625	21,313	1	8,608	23	0	——
Tswana	Setswana	tn	699	2,814	22,623	1	6,807	7	0	73.6
Old Church Slavonic	словѣньскъ / ⰔⰎⰑⰂⰡⰐⰠⰔⰍⰟ	cu	689	4,916	76,826	2	18,534	18	0	588.2
Twi	Twi	tw	675	2,190	19,830	1	8,849	14	0	45.61
Tsonga	Xitsonga	ts	673	3,531	34,517	2	6,708	21	0	——
Romani	romani čhib	rmy	666	2,562	47,767	2	13,536	11	0	151.1
Bambara	bamanankan	bm	654	2,534	38,161	1	7,967	11	0	——
Sesotho	Sesotho	st	630	2,338	23,530	1	7,136	25	0	——
Cheyenne	Tsetsêhestâhese	chy	618	2,181	23,346	1	8,338	17	0	68.47
Kirundi	Kirundi	rn	615	2,331	20,314	1	5,953	13	0	——
Gothic	𐌲𐌿𐍄𐌹𐍃𐌺	got	600	3,252	39,746	3	13,990	17	0	——
Tumbuka	chiTumbuka	tum	576	1,898	21,641	1	5,630	8	0	60.06
Chichewa	Chi-Chewa	ny	551	2,918	21,460	4	6,075	14	0	——
Swati	SiSwati	ss	492	2,238	36,746	3	6,030	16	0	——
Chamorro	Chamoru	ch	482	2,379	20,770	1	11,563	14	0	——
Pontic	Ποντιακά	pnt	465	1,984	34,226	1	7,549	13	0	——
Fijian	Na Vosa Vakaviti	fj	432	1,994	31,033	1	6,255	9	0	——
Adyghe	адыгабзэ	ady	415	1,892	8,304	2	3,677	10	0	——
Inuktitut	ᐃᓄᒃᑎᑐᑦ/inuktitut	iu	401	2,878	42,328	2	13,198	9	0	——
Venda	Tshivenda	ve	369	1,760	17,093	1	4,978	8	0	——
Ewe	eʋegbe	ee	355	2,664	48,137	2	10,586	15	0	——
Kashmiri	कॉशुर / کٲشُر	ks	325	1,645	32,719	1	7,058	7	0	——
Inupiak	Iñupiak	ik	278	2,301	35,306	1	6,123	9	0	——
Sango	Sängö	sg	261	1,628	19,469	1	4,758	9	0	——
Fula	Fulfulde	ff	229	1,822	21,379	1	6,049	13	0	——
Dzongkha	ཇོང་ཁ	dz	218	2,031	27,836	1	7,135	11	0	——
Tigrinya	ትግርኛ	ti	168	1,636	19,490	1	6,374	9	0	——
Dinka	Thuɔŋjäŋ	din	106	717	4,854	1	4,137	10	0	——
Cree	Nēhiyawēwin / ᓀᐦᐃᔭᐍᐏᐣ	cr	104	2,028	33,996	2	11,639	12	0	——
Ndonga	Oshiwambo	ng	8	441	5,920	1	1,755	1	0	——
Choctaw	Choctaw	cho	6	200	4,217	1	1,411	0	0	——
Kuanyama	Kwanyama	kj	4	113	3,547	1	1,140	0	0	——
Marshallese	Ebon	mh	4	205	4,211	1	1,743	0	0	——
Hiri Motu	Hiri Motu	ho	3	128	3,785	1	1,278	0	0	——
Nuosu	ꆇꉙ	ii	3	188	11,652	1	1,546	0	0	——
Afar	Qafár af	aa	1	509	4,680	1	3,249	0	0	——
Muscogee	Mvskoke	mus	1	114	3,600	1	1,630	0	0	——
Herero	Otsiherero	hz	0	175	4,480	1	3,081	1	0	——
Kanuri	Kanuri	kr	0	161	4,640	1	4,404	0	0	——
Shan	ၽႃႇသႃႇတႆး	shn	0	0	0	0	0	0	0	——
Western Armenian	Արեւմտահայերէն	hyw	0	0	0	0	0	0	0	——
N'Ko	ߒߞߏ	nqo	0	0	0	0	0	0	0	——
Balinese	Bali	ban	0	0	0	0	0	0	0	——