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Datasets:
jobs-git
/
HPLT2.0_cleaned

Tasks:
Fill-Mask
Text Generation
Sub-tasks:
language-modeling
Languages:
Achinese
Afrikaans
Tosk Albanian
Size:
n>1T
License:
Dataset card Files
xet
Community
jobs-git nikolare commited on
Commit
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Duplicate from HPLT/HPLT2.0_cleaned

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Co-authored-by: Nikolay Arefev <[email protected]>

This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
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+ path: kea_Latn*/train-*
323
+ - config_name: khk_Cyrl
324
+ data_files:
325
+ - split: train
326
+ path: khk_Cyrl*/train-*
327
+ - config_name: khm_Khmr
328
+ data_files:
329
+ - split: train
330
+ path: khm_Khmr*/train-*
331
+ - config_name: kik_Latn
332
+ data_files:
333
+ - split: train
334
+ path: kik_Latn*/train-*
335
+ - config_name: kin_Latn
336
+ data_files:
337
+ - split: train
338
+ path: kin_Latn*/train-*
339
+ - config_name: kir_Cyrl
340
+ data_files:
341
+ - split: train
342
+ path: kir_Cyrl*/train-*
343
+ - config_name: kmb_Latn
344
+ data_files:
345
+ - split: train
346
+ path: kmb_Latn*/train-*
347
+ - config_name: kmr_Latn
348
+ data_files:
349
+ - split: train
350
+ path: kmr_Latn*/train-*
351
+ - config_name: knc_Arab
352
+ data_files:
353
+ - split: train
354
+ path: knc_Arab*/train-*
355
+ - config_name: kon_Latn
356
+ data_files:
357
+ - split: train
358
+ path: kon_Latn*/train-*
359
+ - config_name: kor_Hang
360
+ data_files:
361
+ - split: train
362
+ path: kor_Hang*/train-*
363
+ - config_name: lao_Laoo
364
+ data_files:
365
+ - split: train
366
+ path: lao_Laoo*/train-*
367
+ - config_name: lij_Latn
368
+ data_files:
369
+ - split: train
370
+ path: lij_Latn*/train-*
371
+ - config_name: lim_Latn
372
+ data_files:
373
+ - split: train
374
+ path: lim_Latn*/train-*
375
+ - config_name: lin_Latn
376
+ data_files:
377
+ - split: train
378
+ path: lin_Latn*/train-*
379
+ - config_name: lit_Latn
380
+ data_files:
381
+ - split: train
382
+ path: lit_Latn*/train-*
383
+ - config_name: lmo_Latn
384
+ data_files:
385
+ - split: train
386
+ path: lmo_Latn*/train-*
387
+ - config_name: ltg_Latn
388
+ data_files:
389
+ - split: train
390
+ path: ltg_Latn*/train-*
391
+ - config_name: ltz_Latn
392
+ data_files:
393
+ - split: train
394
+ path: ltz_Latn*/train-*
395
+ - config_name: lua_Latn
396
+ data_files:
397
+ - split: train
398
+ path: lua_Latn*/train-*
399
+ - config_name: lug_Latn
400
+ data_files:
401
+ - split: train
402
+ path: lug_Latn*/train-*
403
+ - config_name: luo_Latn
404
+ data_files:
405
+ - split: train
406
+ path: luo_Latn*/train-*
407
+ - config_name: lus_Latn
408
+ data_files:
409
+ - split: train
410
+ path: lus_Latn*/train-*
411
+ - config_name: lvs_Latn
412
+ data_files:
413
+ - split: train
414
+ path: lvs_Latn*/train-*
415
+ - config_name: mag_Deva
416
+ data_files:
417
+ - split: train
418
+ path: mag_Deva*/train-*
419
+ - config_name: mai_Deva
420
+ data_files:
421
+ - split: train
422
+ path: mai_Deva*/train-*
423
+ - config_name: mal_Mlym
424
+ data_files:
425
+ - split: train
426
+ path: mal_Mlym*/train-*
427
+ - config_name: mar_Deva
428
+ data_files:
429
+ - split: train
430
+ path: mar_Deva*/train-*
431
+ - config_name: min_Latn
432
+ data_files:
433
+ - split: train
434
+ path: min_Latn*/train-*
435
+ - config_name: mkd_Cyrl
436
+ data_files:
437
+ - split: train
438
+ path: mkd_Cyrl*/train-*
439
+ - config_name: mlt_Latn
440
+ data_files:
441
+ - split: train
442
+ path: mlt_Latn*/train-*
443
+ - config_name: mni_Beng
444
+ data_files:
445
+ - split: train
446
+ path: mni_Beng*/train-*
447
+ - config_name: mos_Latn
448
+ data_files:
449
+ - split: train
450
+ path: mos_Latn*/train-*
451
+ - config_name: mri_Latn
452
+ data_files:
453
+ - split: train
454
+ path: mri_Latn*/train-*
455
+ - config_name: mya_Mymr
456
+ data_files:
457
+ - split: train
458
+ path: mya_Mymr*/train-*
459
+ - config_name: nld_Latn
460
+ data_files:
461
+ - split: train
462
+ path: nld_Latn*/train-*
463
+ - config_name: nno_Latn
464
+ data_files:
465
+ - split: train
466
+ path: nno_Latn*/train-*
467
+ - config_name: nob_Latn
468
+ data_files:
469
+ - split: train
470
+ path: nob_Latn*/train-*
471
+ - config_name: npi_Deva
472
+ data_files:
473
+ - split: train
474
+ path: npi_Deva*/train-*
475
+ - config_name: nso_Latn
476
+ data_files:
477
+ - split: train
478
+ path: nso_Latn*/train-*
479
+ - config_name: nus_Latn
480
+ data_files:
481
+ - split: train
482
+ path: nus_Latn*/train-*
483
+ - config_name: nya_Latn
484
+ data_files:
485
+ - split: train
486
+ path: nya_Latn*/train-*
487
+ - config_name: oci_Latn
488
+ data_files:
489
+ - split: train
490
+ path: oci_Latn*/train-*
491
+ - config_name: ory_Orya
492
+ data_files:
493
+ - split: train
494
+ path: ory_Orya*/train-*
495
+ - config_name: pan_Guru
496
+ data_files:
497
+ - split: train
498
+ path: pan_Guru*/train-*
499
+ - config_name: pap_Latn
500
+ data_files:
501
+ - split: train
502
+ path: pap_Latn*/train-*
503
+ - config_name: pbt_Arab
504
+ data_files:
505
+ - split: train
506
+ path: pbt_Arab*/train-*
507
+ - config_name: pes_Arab
508
+ data_files:
509
+ - split: train
510
+ path: pes_Arab*/train-*
511
+ - config_name: plt_Latn
512
+ data_files:
513
+ - split: train
514
+ path: plt_Latn*/train-*
515
+ - config_name: pol_Latn
516
+ data_files:
517
+ - split: train
518
+ path: pol_Latn*/train-*
519
+ - config_name: por_Latn
520
+ data_files:
521
+ - split: train
522
+ path: por_Latn*/train-*
523
+ - config_name: prs_Arab
524
+ data_files:
525
+ - split: train
526
+ path: prs_Arab*/train-*
527
+ - config_name: quy_Latn
528
+ data_files:
529
+ - split: train
530
+ path: quy_Latn*/train-*
531
+ - config_name: ron_Latn
532
+ data_files:
533
+ - split: train
534
+ path: ron_Latn*/train-*
535
+ - config_name: run_Latn
536
+ data_files:
537
+ - split: train
538
+ path: run_Latn*/train-*
539
+ - config_name: rus_Cyrl
540
+ data_files:
541
+ - split: train
542
+ path: rus_Cyrl*/train-*
543
+ - config_name: san_Deva
544
+ data_files:
545
+ - split: train
546
+ path: san_Deva*/train-*
547
+ - config_name: sat_Olck
548
+ data_files:
549
+ - split: train
550
+ path: sat_Olck*/train-*
551
+ - config_name: scn_Latn
552
+ data_files:
553
+ - split: train
554
+ path: scn_Latn*/train-*
555
+ - config_name: shn_Mymr
556
+ data_files:
557
+ - split: train
558
+ path: shn_Mymr*/train-*
559
+ - config_name: sin_Sinh
560
+ data_files:
561
+ - split: train
562
+ path: sin_Sinh*/train-*
563
+ - config_name: slk_Latn
564
+ data_files:
565
+ - split: train
566
+ path: slk_Latn*/train-*
567
+ - config_name: slv_Latn
568
+ data_files:
569
+ - split: train
570
+ path: slv_Latn*/train-*
571
+ - config_name: smo_Latn
572
+ data_files:
573
+ - split: train
574
+ path: smo_Latn*/train-*
575
+ - config_name: sna_Latn
576
+ data_files:
577
+ - split: train
578
+ path: sna_Latn*/train-*
579
+ - config_name: snd_Arab
580
+ data_files:
581
+ - split: train
582
+ path: snd_Arab*/train-*
583
+ - config_name: som_Latn
584
+ data_files:
585
+ - split: train
586
+ path: som_Latn*/train-*
587
+ - config_name: sot_Latn
588
+ data_files:
589
+ - split: train
590
+ path: sot_Latn*/train-*
591
+ - config_name: spa_Latn
592
+ data_files:
593
+ - split: train
594
+ path: spa_Latn*/train-*
595
+ - config_name: srd_Latn
596
+ data_files:
597
+ - split: train
598
+ path: srd_Latn*/train-*
599
+ - config_name: srp_Cyrl
600
+ data_files:
601
+ - split: train
602
+ path: srp_Cyrl*/train-*
603
+ - config_name: ssw_Latn
604
+ data_files:
605
+ - split: train
606
+ path: ssw_Latn*/train-*
607
+ - config_name: sun_Latn
608
+ data_files:
609
+ - split: train
610
+ path: sun_Latn*/train-*
611
+ - config_name: swe_Latn
612
+ data_files:
613
+ - split: train
614
+ path: swe_Latn*/train-*
615
+ - config_name: swh_Latn
616
+ data_files:
617
+ - split: train
618
+ path: swh_Latn*/train-*
619
+ - config_name: szl_Latn
620
+ data_files:
621
+ - split: train
622
+ path: szl_Latn*/train-*
623
+ - config_name: tam_Taml
624
+ data_files:
625
+ - split: train
626
+ path: tam_Taml*/train-*
627
+ - config_name: taq_Latn
628
+ data_files:
629
+ - split: train
630
+ path: taq_Latn*/train-*
631
+ - config_name: tat_Cyrl
632
+ data_files:
633
+ - split: train
634
+ path: tat_Cyrl*/train-*
635
+ - config_name: tel_Telu
636
+ data_files:
637
+ - split: train
638
+ path: tel_Telu*/train-*
639
+ - config_name: tgk_Cyrl
640
+ data_files:
641
+ - split: train
642
+ path: tgk_Cyrl*/train-*
643
+ - config_name: tgl_Latn
644
+ data_files:
645
+ - split: train
646
+ path: tgl_Latn*/train-*
647
+ - config_name: tha_Thai
648
+ data_files:
649
+ - split: train
650
+ path: tha_Thai*/train-*
651
+ - config_name: tir_Ethi
652
+ data_files:
653
+ - split: train
654
+ path: tir_Ethi*/train-*
655
+ - config_name: tpi_Latn
656
+ data_files:
657
+ - split: train
658
+ path: tpi_Latn*/train-*
659
+ - config_name: tsn_Latn
660
+ data_files:
661
+ - split: train
662
+ path: tsn_Latn*/train-*
663
+ - config_name: tso_Latn
664
+ data_files:
665
+ - split: train
666
+ path: tso_Latn*/train-*
667
+ - config_name: tuk_Latn
668
+ data_files:
669
+ - split: train
670
+ path: tuk_Latn*/train-*
671
+ - config_name: tum_Latn
672
+ data_files:
673
+ - split: train
674
+ path: tum_Latn*/train-*
675
+ - config_name: tur_Latn
676
+ data_files:
677
+ - split: train
678
+ path: tur_Latn*/train-*
679
+ - config_name: twi_Latn
680
+ data_files:
681
+ - split: train
682
+ path: twi_Latn*/train-*
683
+ - config_name: uig_Arab
684
+ data_files:
685
+ - split: train
686
+ path: uig_Arab*/train-*
687
+ - config_name: ukr_Cyrl
688
+ data_files:
689
+ - split: train
690
+ path: ukr_Cyrl*/train-*
691
+ - config_name: umb_Latn
692
+ data_files:
693
+ - split: train
694
+ path: umb_Latn*/train-*
695
+ - config_name: urd_Arab
696
+ data_files:
697
+ - split: train
698
+ path: urd_Arab*/train-*
699
+ - config_name: uzn_Latn
700
+ data_files:
701
+ - split: train
702
+ path: uzn_Latn*/train-*
703
+ - config_name: vec_Latn
704
+ data_files:
705
+ - split: train
706
+ path: vec_Latn*/train-*
707
+ - config_name: vie_Latn
708
+ data_files:
709
+ - split: train
710
+ path: vie_Latn*/train-*
711
+ - config_name: war_Latn
712
+ data_files:
713
+ - split: train
714
+ path: war_Latn*/train-*
715
+ - config_name: wol_Latn
716
+ data_files:
717
+ - split: train
718
+ path: wol_Latn*/train-*
719
+ - config_name: xho_Latn
720
+ data_files:
721
+ - split: train
722
+ path: xho_Latn*/train-*
723
+ - config_name: ydd_Hebr
724
+ data_files:
725
+ - split: train
726
+ path: ydd_Hebr*/train-*
727
+ - config_name: yor_Latn
728
+ data_files:
729
+ - split: train
730
+ path: yor_Latn*/train-*
731
+ - config_name: yue_Hant
732
+ data_files:
733
+ - split: train
734
+ path: yue_Hant*/train-*
735
+ - config_name: zho_Hans
736
+ data_files:
737
+ - split: train
738
+ path: zho_Hans*/train-*
739
+ - config_name: zho_Hant
740
+ data_files:
741
+ - split: train
742
+ path: zho_Hant*/train-*
743
+ - config_name: zsm_Latn
744
+ data_files:
745
+ - split: train
746
+ path: zsm_Latn*/train-*
747
+ - config_name: zul_Latn
748
+ data_files:
749
+ - split: train
750
+ path: zul_Latn*/train-*
751
+ - config_name: pag_Latn
752
+ data_files:
753
+ - split: train
754
+ path: pag_Latn*/train-*
755
+ - config_name: sag_Latn
756
+ data_files:
757
+ - split: train
758
+ path: sag_Latn*/train-*
759
+ - config_name: bam_Latn
760
+ data_files:
761
+ - split: train
762
+ path: bam_Latn*/train-*
763
+ - config_name: knc_Latn
764
+ data_files:
765
+ - split: train
766
+ path: knc_Latn*/train-*
767
+ license: cc0-1.0
768
+ size_categories:
769
+ - n>1T
770
+ multilinguality:
771
+ - multilingual
772
+ task_categories:
773
+ - fill-mask
774
+ - text-generation
775
+ task_ids:
776
+ - language-modeling
777
+ language:
778
+ - ace
779
+ - af
780
+ - als
781
+ - am
782
+ - ar
783
+ - as
784
+ - ast
785
+ - awa
786
+ - ayr
787
+ - azb
788
+ - azj
789
+ - ba
790
+ - bm
791
+ - ban
792
+ - be
793
+ - bem
794
+ - bn
795
+ - bho
796
+ - bjn
797
+ - bo
798
+ - bs
799
+ - bug
800
+ - bg
801
+ - ca
802
+ - ceb
803
+ - cs
804
+ - cjk
805
+ - ckb
806
+ - crh
807
+ - cy
808
+ - da
809
+ - de
810
+ - dik
811
+ - dyu
812
+ - dz
813
+ - el
814
+ - en
815
+ - eo
816
+ - et
817
+ - eu
818
+ - ee
819
+ - fo
820
+ - fj
821
+ - fi
822
+ - fon
823
+ - fr
824
+ - fur
825
+ - fuv
826
+ - gaz
827
+ - gd
828
+ - ga
829
+ - gl
830
+ - gn
831
+ - gu
832
+ - ht
833
+ - ha
834
+ - he
835
+ - hi
836
+ - hne
837
+ - hr
838
+ - hu
839
+ - hy
840
+ - ig
841
+ - ilo
842
+ - id
843
+ - is
844
+ - it
845
+ - jv
846
+ - ja
847
+ - kab
848
+ - kac
849
+ - kam
850
+ - kn
851
+ - ks
852
+ - ka
853
+ - kk
854
+ - kbp
855
+ - kea
856
+ - khk
857
+ - km
858
+ - ki
859
+ - rw
860
+ - ky
861
+ - kmb
862
+ - kmr
863
+ - knc
864
+ - kg
865
+ - ko
866
+ - lo
867
+ - lij
868
+ - li
869
+ - ln
870
+ - lt
871
+ - lmo
872
+ - ltg
873
+ - lb
874
+ - lua
875
+ - lg
876
+ - luo
877
+ - lus
878
+ - lvs
879
+ - mag
880
+ - mai
881
+ - ml
882
+ - mr
883
+ - min
884
+ - mk
885
+ - mt
886
+ - mni
887
+ - mos
888
+ - mi
889
+ - my
890
+ - nl
891
+ - nn
892
+ - nb
893
+ - npi
894
+ - nso
895
+ - nus
896
+ - ny
897
+ - oc
898
+ - ory
899
+ - pag
900
+ - pa
901
+ - pap
902
+ - pbt
903
+ - pes
904
+ - plt
905
+ - pl
906
+ - pt
907
+ - prs
908
+ - quy
909
+ - ro
910
+ - rn
911
+ - ru
912
+ - sg
913
+ - sa
914
+ - sat
915
+ - scn
916
+ - shn
917
+ - si
918
+ - sk
919
+ - sl
920
+ - sm
921
+ - sn
922
+ - sd
923
+ - so
924
+ - st
925
+ - es
926
+ - sc
927
+ - sr
928
+ - ss
929
+ - su
930
+ - sv
931
+ - swh
932
+ - szl
933
+ - ta
934
+ - taq
935
+ - tt
936
+ - te
937
+ - tg
938
+ - tl
939
+ - th
940
+ - ti
941
+ - tpi
942
+ - tn
943
+ - ts
944
+ - tk
945
+ - tum
946
+ - tr
947
+ - tw
948
+ - ug
949
+ - uk
950
+ - umb
951
+ - ur
952
+ - uzn
953
+ - vec
954
+ - vi
955
+ - war
956
+ - wo
957
+ - xh
958
+ - ydd
959
+ - yo
960
+ - yue
961
+ - zh
962
+ - zsm
963
+ - zu
964
+ ---
965
+
966
+ This is a large-scale collection of web-crawled documents in 191 world languages, produced by the [HPLT project](https://hplt-project.org/).
967
+ The source of the data is mostly [Internet Archive](https://archive.org/) with some additions from [Common Crawl](https://commoncrawl.org/).
968
+
969
+ For a detailed description of the dataset, please refer to https://hplt-project.org/datasets/v2.0
970
+
971
+ **The Cleaned variant of HPLT Datasets v2.0**
972
+
973
+ This is the ```cleaned``` variant of the HPLT Datasets v2.0 converted to the Parquet format semi-automatically when being uploaded here.
974
+ The original JSONL files (which take ~4x fewer disk space than this HF version) and the larger non-cleaned version can be found at https://hplt-project.org/datasets/v2.0.
975
+
976
+ **Dataset Performance**
977
+
978
+ ***External Evaluation***
979
+
980
+ The HuggingFace team has [compared the utility of various multilingual corpora for training large language models in their FineWeb2 initiative](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2).
981
+ They found that the HPLT v2 datasets are next to their FineWeb 2, on par with the CulturaX dataset as shown in this figure produced by HuggingFace:
982
+
983
+ <img src="https://huggingface.co/datasets/HuggingFaceFW/admin/resolve/main/multilingual_datasets_comparison.png" width="800" height="800" />
984
+
985
+ This is a massive improvement compared to the HPLT v1 datasets, as can be seen on the plot above.
986
+ In fact, it’s even better: if one looks at the language-specific results, it becomes clear that on
987
+ Arabic, Hindi, Russian, Thai and Turkish (5 out of 9 languages HuggingFace evaluated on), [HPLT v2 is on par or better than FineWeb 2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2#comparison-with-other-datasets).
988
+ The average score is lower mostly because of Chinese, so we have some work ahead for this language!
989
+ Note that the source of the FineWeb 2 (and CulturaX) data is exclusively CommonCrawl, while the HPLT datasets are to a large extent composed of Internet Archive crawls.
990
+ Thus, **FineWeb 2 and HPLTv2 are complementary to each other and should be used together**.
991
+
992
+ ***Internal Evaluation***
993
+
994
+
995
+ We also conducted FineWeb-style evaluations within the HPLT project, for now limited to English.
996
+ It confirmed the findings of HuggingFace in that HPLT v2 datasets are of much better quality than HPLT v1.2 data, which was released almost a year ago.
997
+
998
+ We replicated the FineWeb evaluation setting, training large language models with the same architecture and pretraining configuration
999
+ (e.g. 1.82B parameters, Llama architecture with a sequence length of 2048 tokens, GPT 2 tokenizer, and a global batch size of ~2 million tokens), with the only difference between the models being the training data.
1000
+ We randomly sampled approximately 100B tokens from different versions of HPLT as well as FineWeb-data and trained a separate model on each of these datasets.
1001
+
1002
+ Each model was trained with the GPT-NeoX framework on 8 nodes on the LUMI cluster, where each node has 4 MI250X GPUs.
1003
+ For evaluation, we use the HuggingFace LightEval in a zero-shot setting with the tasks ARC (Easy and Challenge), Hellaswag, PICA, and OpenbookQA.
1004
+ The figure shows the macro average of the acc_norm values for these evaluations.
1005
+
1006
+
1007
+ <img src="https://huggingface.co/datasets/HPLT/HPLT2.0_cleaned/resolve/3c6ded1865c1918b899ea8634897f4f6fc5a20b6/english-comparison-datasets-by-HPLT.png" width="800" height="800" />
1008
+
1009
+
1010
+ ***Languages***
1011
+
1012
+ The ```cleaned``` version of HPLT Datasets v2.0 consists of subsets corresponding to 191 language codes.
1013
+ Below we provide a list of language codes. For each language code the amount of text is shown as measured in:
1014
+ - segments: the number of sequences of characters (possibly empty) separated by the newline symbol,
1015
+ - wcwords: the number of words as defined by the Unix ```wc``` utility, i.e. the number of non-whitespaces with a whitespace or the beginning of document before,
1016
+ - chars: the number of characters,
1017
+ - docs: the number of documents, each document corresponds to an individual web page from the sourcing web crawls.
1018
+
1019
+ | | lang | segments | wcwords | chars | docs | Language Name | ISO693-3 code | ISO693-3 code macro | ISO693-1 direct code | ISO693-1 through macro |
1020
+ |-----|----------|----------|----------|----------|----------|-------------------------------|---------------|---------------------|----------------------|------------------------|
1021
+ | 0 | *TOTAL* | 3.00e+11 | 5.56e+12 | 3.74e+13 | 1.06e+10 | | | | | |
1022
+ | 1 | ace_Arab | 1.17e+02 | 8.36e+03 | 4.97e+04 | 1.60e+01 | Achinese | ace | | | |
1023
+ | 2 | ace_Latn | 2.06e+05 | 8.20e+06 | 5.08e+07 | 1.29e+04 | Achinese | ace | | | |
1024
+ | 3 | afr_Latn | 3.77e+07 | 1.00e+09 | 5.95e+09 | 1.46e+06 | Afrikaans | afr | | af | af |
1025
+ | 4 | als_Latn | 9.51e+07 | 2.71e+09 | 1.61e+10 | 5.38e+06 | Tosk Albanian | als | sqi | | sq |
1026
+ | 5 | amh_Ethi | 7.01e+06 | 1.96e+08 | 1.03e+09 | 2.96e+05 | Amharic | amh | | am | am |
1027
+ | 6 | ara_Arab | 2.20e+09 | 4.81e+10 | 2.80e+11 | 8.27e+07 | Arabic | ara | | ar | ar |
1028
+ | 7 | asm_Beng | 2.68e+06 | 7.34e+07 | 4.76e+08 | 1.76e+05 | Assamese | asm | | as | as |
1029
+ | 8 | ast_Latn | 7.43e+06 | 1.95e+08 | 1.24e+09 | 2.73e+05 | Asturian | ast | | | |
1030
+ | 9 | awa_Deva | 1.32e+05 | 6.05e+06 | 2.88e+07 | 7.28e+03 | Awadhi | awa | | | |
1031
+ | 10 | ayr_Latn | 1.88e+05 | 3.07e+06 | 2.51e+07 | 9.22e+03 | Central Aymara | ayr | aym | | ay |
1032
+ | 11 | azb_Arab | 2.39e+06 | 3.96e+07 | 2.60e+08 | 6.61e+04 | South Azerbaijani | azb | aze | | az |
1033
+ | 12 | azj_Latn | 1.27e+08 | 2.57e+09 | 1.96e+10 | 6.48e+06 | North Azerbaijani | azj | aze | | az |
1034
+ | 13 | bak_Cyrl | 3.14e+06 | 7.53e+07 | 5.58e+08 | 1.71e+05 | Bashkir | bak | | ba | ba |
1035
+ | 14 | bam_Latn | 9.17e+04 | 3.98e+06 | 2.07e+07 | 5.72e+03 | Bambara | bam | | bm | bm |
1036
+ | 15 | ban_Latn | 6.01e+05 | 1.13e+07 | 7.72e+07 | 1.07e+04 | Balinese | ban | | | |
1037
+ | 16 | bel_Cyrl | 4.88e+07 | 1.21e+09 | 8.54e+09 | 2.32e+06 | Belarusian | bel | | be | be |
1038
+ | 17 | bem_Latn | 1.34e+05 | 4.52e+06 | 3.23e+07 | 6.14e+03 | Bemba (Zambia) | bem | | | |
1039
+ | 18 | ben_Beng | 1.76e+08 | 4.64e+09 | 3.02e+10 | 1.10e+07 | Bengali | ben | | bn | bn |
1040
+ | 19 | bho_Deva | 4.58e+05 | 1.35e+07 | 6.86e+07 | 2.86e+04 | Bhojpuri | bho | | | |
1041
+ | 20 | bjn_Arab | 1.95e+04 | 5.48e+05 | 3.32e+06 | 1.11e+03 | Banjar | bjn | msa | | ms |
1042
+ | 21 | bjn_Latn | 3.66e+05 | 8.05e+06 | 5.60e+07 | 1.88e+04 | Banjar | bjn | msa | | ms |
1043
+ | 22 | bod_Tibt | 4.65e+05 | 5.78e+06 | 2.68e+08 | 2.74e+04 | Tibetan | bod | | bo | bo |
1044
+ | 23 | bos_Latn | 2.68e+08 | 7.26e+09 | 4.61e+10 | 1.46e+07 | Bosnian | bos | hbs | bs | bs |
1045
+ | 24 | bug_Latn | 3.86e+04 | 2.70e+06 | 1.93e+07 | 2.02e+03 | Buginese | bug | | | |
1046
+ | 25 | bul_Cyrl | 6.81e+08 | 1.53e+10 | 9.69e+10 | 2.81e+07 | Bulgarian | bul | | bg | bg |
1047
+ | 26 | cat_Latn | 3.83e+08 | 1.00e+10 | 6.02e+10 | 1.86e+07 | Catalan | cat | | ca | ca |
1048
+ | 27 | ceb_Latn | 2.86e+06 | 8.59e+07 | 5.16e+08 | 1.39e+05 | Cebuano | ceb | | | |
1049
+ | 28 | ces_Latn | 1.93e+09 | 4.21e+10 | 2.74e+11 | 7.53e+07 | Czech | ces | | cs | cs |
1050
+ | 29 | cjk_Latn | 3.67e+04 | 9.65e+05 | 7.43e+06 | 1.20e+03 | Chokwe | cjk | | | |
1051
+ | 30 | ckb_Arab | 5.23e+06 | 1.43e+08 | 9.13e+08 | 2.74e+05 | Central Kurdish | ckb | kur | | ku |
1052
+ | 31 | crh_Latn | 1.38e+06 | 3.68e+07 | 2.81e+08 | 1.23e+05 | Crimean Tatar | crh | | | |
1053
+ | 32 | cym_Latn | 1.56e+07 | 4.09e+08 | 2.40e+09 | 7.58e+05 | Welsh | cym | | cy | cy |
1054
+ | 33 | dan_Latn | 8.73e+08 | 2.12e+10 | 1.33e+11 | 3.38e+07 | Danish | dan | | da | da |
1055
+ | 34 | deu_Latn | 1.11e+10 | 2.52e+11 | 1.78e+12 | 4.82e+08 | German | deu | | de | de |
1056
+ | 35 | dik_Latn | 3.46e+04 | 2.30e+06 | 1.15e+07 | 2.32e+03 | Southwestern Dinka | dik | din | | |
1057
+ | 36 | dyu_Latn | 2.46e+04 | 1.19e+06 | 5.55e+06 | 1.39e+03 | Dyula | dyu | | | |
1058
+ | 37 | dzo_Tibt | 4.00e+04 | 4.22e+05 | 7.38e+06 | 1.63e+03 | Dzongkha | dzo | | dz | dz |
1059
+ | 38 | ell_Grek | 1.85e+09 | 4.27e+10 | 2.84e+11 | 7.03e+07 | Modern Greek (1453-) | ell | | el | el |
1060
+ | 39 | eng_Latn | 1.16e+11 | 2.86e+12 | 1.71e+13 | 4.39e+09 | English | eng | | en | en |
1061
+ | 40 | epo_Latn | 2.04e+07 | 4.72e+08 | 2.98e+09 | 8.19e+05 | Esperanto | epo | | eo | eo |
1062
+ | 41 | est_Latn | 2.64e+08 | 4.74e+09 | 3.60e+10 | 8.45e+06 | Estonian | est | | et | et |
1063
+ | 42 | eus_Latn | 3.76e+07 | 7.77e+08 | 6.05e+09 | 1.97e+06 | Basque | eus | | eu | eu |
1064
+ | 43 | ewe_Latn | 1.43e+05 | 4.31e+06 | 2.13e+07 | 3.77e+03 | Ewe | ewe | | ee | ee |
1065
+ | 44 | fao_Latn | 4.53e+06 | 9.34e+07 | 5.82e+08 | 2.40e+05 | Faroese | fao | | fo | fo |
1066
+ | 45 | fij_Latn | 1.79e+05 | 7.26e+06 | 3.77e+07 | 8.91e+03 | Fijian | fij | | fj | fj |
1067
+ | 46 | fin_Latn | 9.77e+08 | 1.84e+10 | 1.56e+11 | 3.48e+07 | Finnish | fin | | fi | fi |
1068
+ | 47 | fon_Latn | 1.48e+04 | 1.23e+06 | 5.34e+06 | 1.23e+03 | Fon | fon | | | |
1069
+ | 48 | fra_Latn | 1.06e+10 | 2.37e+11 | 1.46e+12 | 4.02e+08 | French | fra | | fr | fr |
1070
+ | 49 | fur_Latn | 7.30e+05 | 2.08e+07 | 1.15e+08 | 3.67e+04 | Friulian | fur | | | |
1071
+ | 50 | fuv_Latn | 1.34e+05 | 5.14e+06 | 2.99e+07 | 7.76e+03 | Nigerian Fulfulde | fuv | ful | | ff |
1072
+ | 51 | gaz_Latn | 9.74e+05 | 2.89e+07 | 2.19e+08 | 4.91e+04 | West Central Oromo | gaz | orm | | om |
1073
+ | 52 | gla_Latn | 3.31e+06 | 8.07e+07 | 4.84e+08 | 1.37e+05 | Scottish Gaelic | gla | | gd | gd |
1074
+ | 53 | gle_Latn | 1.10e+07 | 2.96e+08 | 1.75e+09 | 4.91e+05 | Irish | gle | | ga | ga |
1075
+ | 54 | glg_Latn | 6.12e+07 | 1.64e+09 | 1.01e+10 | 3.02e+06 | Galician | glg | | gl | gl |
1076
+ | 55 | grn_Latn | 1.71e+06 | 3.07e+07 | 2.19e+08 | 7.34e+04 | Guarani | grn | | gn | gn |
1077
+ | 56 | guj_Gujr | 2.06e+07 | 5.77e+08 | 3.39e+09 | 1.13e+06 | Gujarati | guj | | gu | gu |
1078
+ | 57 | hat_Latn | 4.64e+06 | 1.22e+08 | 6.39e+08 | 2.13e+05 | Haitian | hat | | ht | ht |
1079
+ | 58 | hau_Latn | 5.69e+06 | 1.53e+08 | 8.54e+08 | 3.16e+05 | Hausa | hau | | ha | ha |
1080
+ | 59 | heb_Hebr | 4.67e+08 | 9.97e+09 | 5.68e+10 | 1.71e+07 | Hebrew | heb | | he | he |
1081
+ | 60 | hin_Deva | 2.67e+08 | 8.64e+09 | 4.40e+10 | 1.36e+07 | Hindi | hin | | hi | hi |
1082
+ | 61 | hne_Deva | 5.50e+04 | 2.20e+06 | 1.06e+07 | 2.81e+03 | Chhattisgarhi | hne | | | |
1083
+ | 62 | hrv_Latn | 2.97e+08 | 7.31e+09 | 4.80e+10 | 1.23e+07 | Croatian | hrv | hbs | hr | hr |
1084
+ | 63 | hun_Latn | 1.42e+09 | 3.05e+10 | 2.25e+11 | 5.19e+07 | Hungarian | hun | | hu | hu |
1085
+ | 64 | hye_Armn | 6.52e+07 | 1.40e+09 | 1.07e+10 | 3.60e+06 | Armenian | hye | | hy | hy |
1086
+ | 65 | ibo_Latn | 1.41e+06 | 3.83e+07 | 2.05e+08 | 5.63e+04 | Igbo | ibo | | ig | ig |
1087
+ | 66 | ilo_Latn | 1.12e+06 | 2.48e+07 | 1.57e+08 | 4.88e+04 | Iloko | ilo | | | |
1088
+ | 67 | ind_Latn | 2.39e+09 | 5.46e+10 | 3.84e+11 | 9.81e+07 | Indonesian | ind | msa | id | id |
1089
+ | 68 | isl_Latn | 6.96e+07 | 1.54e+09 | 9.59e+09 | 2.84e+06 | Icelandic | isl | | is | is |
1090
+ | 69 | ita_Latn | 5.13e+09 | 1.27e+11 | 8.21e+11 | 2.22e+08 | Italian | ita | | it | it |
1091
+ | 70 | jav_Latn | 6.43e+06 | 1.38e+08 | 9.38e+08 | 1.96e+05 | Javanese | jav | | jv | jv |
1092
+ | 71 | jpn_Jpan | 2.33e+10 | 4.24e+10 | 9.01e+11 | 4.18e+08 | Japanese | jpn | | ja | ja |
1093
+ | 72 | kab_Latn | 3.45e+05 | 9.22e+06 | 5.42e+07 | 1.51e+04 | Kabyle | kab | | | |
1094
+ | 73 | kac_Latn | 1.59e+05 | 5.96e+06 | 2.84e+07 | 7.59e+03 | Kachin | kac | | | |
1095
+ | 74 | kam_Latn | 1.43e+04 | 6.74e+05 | 4.64e+06 | 1.18e+03 | Kamba (Kenya) | kam | | | |
1096
+ | 75 | kan_Knda | 2.49e+07 | 5.33e+08 | 4.30e+09 | 1.34e+06 | Kannada | kan | | kn | kn |
1097
+ | 76 | kas_Arab | 2.71e+04 | 6.78e+05 | 3.47e+06 | 9.49e+02 | Kashmiri | kas | | ks | ks |
1098
+ | 77 | kas_Deva | 1.36e+03 | 3.19e+04 | 1.85e+05 | 1.06e+02 | Kashmiri | kas | | ks | ks |
1099
+ | 78 | kat_Geor | 6.37e+07 | 1.24e+09 | 1.02e+10 | 3.34e+06 | Georgian | kat | | ka | ka |
1100
+ | 79 | kaz_Cyrl | 8.10e+07 | 1.41e+09 | 1.11e+10 | 2.64e+06 | Kazakh | kaz | | kk | kk |
1101
+ | 80 | kbp_Latn | 4.68e+04 | 4.26e+06 | 2.09e+07 | 7.08e+03 | Kabiyè | kbp | | | |
1102
+ | 81 | kea_Latn | 4.39e+04 | 1.14e+06 | 6.14e+06 | 1.96e+03 | Kabuverdianu | kea | | | |
1103
+ | 82 | khk_Cyrl | 5.35e+07 | 1.34e+09 | 9.33e+09 | 2.12e+06 | Halh Mongolian | khk | mon | | mn |
1104
+ | 83 | khm_Khmr | 9.86e+06 | 1.14e+08 | 2.12e+09 | 7.01e+05 | Khmer | khm | | km | km |
1105
+ | 84 | kik_Latn | 5.19e+04 | 1.43e+06 | 9.29e+06 | 4.00e+03 | Kikuyu | kik | | ki | ki |
1106
+ | 85 | kin_Latn | 1.92e+06 | 5.07e+07 | 3.67e+08 | 9.27e+04 | Kinyarwanda | kin | | rw | rw |
1107
+ | 86 | kir_Cyrl | 1.00e+07 | 2.47e+08 | 1.92e+09 | 6.76e+05 | Kirghiz | kir | | ky | ky |
1108
+ | 87 | kmb_Latn | 1.18e+04 | 3.83e+05 | 2.07e+06 | 5.31e+02 | Kimbundu | kmb | | | |
1109
+ | 88 | kmr_Latn | 7.15e+06 | 1.96e+08 | 1.12e+09 | 3.64e+05 | Northern Kurdish | kmr | kur | | ku |
1110
+ | 89 | knc_Arab | 1.08e+04 | 2.62e+05 | 1.30e+06 | 2.45e+02 | Central Kanuri | knc | kau | | kr |
1111
+ | 90 | knc_Latn | 1.05e+04 | 2.41e+06 | 1.20e+07 | 2.47e+03 | Central Kanuri | knc | kau | | kr |
1112
+ | 91 | kon_Latn | 4.75e+04 | 1.94e+06 | 1.13e+07 | 2.54e+03 | Kongo | kon | | kg | kg |
1113
+ | 92 | kor_Hang | 1.36e+09 | 1.97e+10 | 8.92e+10 | 3.89e+07 | Korean | kor | | ko | ko |
1114
+ | 93 | lao_Laoo | 3.20e+05 | 5.18e+06 | 8.47e+07 | 2.95e+04 | Lao | lao | | lo | lo |
1115
+ | 94 | lij_Latn | 1.58e+05 | 5.59e+06 | 3.15e+07 | 8.37e+03 | Ligurian | lij | | | |
1116
+ | 95 | lim_Latn | 7.14e+06 | 1.81e+08 | 1.12e+09 | 3.68e+05 | Limburgan | lim | | li | li |
1117
+ | 96 | lin_Latn | 2.00e+05 | 5.56e+06 | 3.29e+07 | 7.59e+03 | Lingala | lin | | ln | ln |
1118
+ | 97 | lit_Latn | 3.22e+08 | 6.68e+09 | 5.04e+10 | 1.33e+07 | Lithuanian | lit | | lt | lt |
1119
+ | 98 | lmo_Latn | 2.12e+06 | 5.96e+07 | 3.45e+08 | 1.46e+05 | Lombard | lmo | | | |
1120
+ | 99 | ltg_Latn | 1.51e+05 | 3.79e+06 | 2.69e+07 | 9.21e+03 | Latgalian | ltg | lav | | lv |
1121
+ | 100 | ltz_Latn | 5.06e+06 | 1.07e+08 | 7.10e+08 | 2.47e+05 | Luxembourgish | ltz | | lb | lb |
1122
+ | 101 | lua_Latn | 3.87e+04 | 1.37e+06 | 9.00e+06 | 1.08e+03 | Luba-Lulua | lua | | | |
1123
+ | 102 | lug_Latn | 4.08e+05 | 9.18e+06 | 6.80e+07 | 2.13e+04 | Ganda | lug | | lg | lg |
1124
+ | 103 | luo_Latn | 8.41e+04 | 3.73e+06 | 2.03e+07 | 4.15e+03 | Luo (Kenya and Tanzania) | luo | | | |
1125
+ | 104 | lus_Latn | 3.43e+06 | 1.25e+08 | 6.52e+08 | 1.60e+05 | Lushai | lus | | | |
1126
+ | 105 | lvs_Latn | 1.74e+08 | 3.46e+09 | 2.52e+10 | 6.77e+06 | Standard Latvian | lvs | lav | | lv |
1127
+ | 106 | mag_Deva | 1.93e+04 | 8.91e+05 | 4.28e+06 | 3.28e+02 | Magahi | mag | | | |
1128
+ | 107 | mai_Deva | 6.46e+05 | 1.78e+07 | 9.67e+07 | 2.50e+04 | Maithili | mai | | | |
1129
+ | 108 | mal_Mlym | 4.80e+07 | 9.74e+08 | 9.49e+09 | 3.10e+06 | Malayalam | mal | | ml | ml |
1130
+ | 109 | mar_Deva | 3.63e+07 | 9.81e+08 | 6.62e+09 | 2.08e+06 | Marathi | mar | | mr | mr |
1131
+ | 110 | min_Latn | 6.01e+05 | 1.10e+07 | 7.48e+07 | 2.50e+04 | Minangkabau | min | msa | | ms |
1132
+ | 111 | mkd_Cyrl | 5.70e+07 | 1.48e+09 | 9.44e+09 | 3.57e+06 | Macedonian | mkd | | mk | mk |
1133
+ | 112 | mlt_Latn | 8.68e+06 | 1.96e+08 | 1.44e+09 | 3.67e+05 | Maltese | mlt | | mt | mt |
1134
+ | 113 | mni_Beng | 6.58e+04 | 1.63e+06 | 1.18e+07 | 2.93e+03 | Manipuri | mni | | | |
1135
+ | 114 | mos_Latn | 1.91e+04 | 8.08e+05 | 3.86e+06 | 9.31e+02 | Mossi | mos | | | |
1136
+ | 115 | mri_Latn | 2.80e+06 | 8.68e+07 | 4.24e+08 | 1.08e+05 | Maori | mri | | mi | mi |
1137
+ | 116 | mya_Mymr | 3.05e+07 | 4.53e+08 | 5.82e+09 | 1.37e+06 | Burmese | mya | | my | my |
1138
+ | 117 | nld_Latn | 3.08e+09 | 7.14e+10 | 4.51e+11 | 1.39e+08 | Dutch | nld | | nl | nl |
1139
+ | 118 | nno_Latn | 3.46e+07 | 8.60e+08 | 5.40e+09 | 1.42e+06 | Norwegian Nynorsk | nno | nor | nn | nn |
1140
+ | 119 | nob_Latn | 6.76e+08 | 2.15e+10 | 1.33e+11 | 2.70e+07 | Norwegian Bokmål | nob | nor | nb | nb |
1141
+ | 120 | npi_Deva | 3.71e+07 | 1.13e+09 | 7.26e+09 | 2.78e+06 | Nepali (individual language) | npi | nep | | ne |
1142
+ | 121 | nso_Latn | 1.43e+05 | 5.32e+06 | 2.75e+07 | 6.07e+03 | Pedi | nso | | | |
1143
+ | 122 | nus_Latn | 8.51e+03 | 3.93e+05 | 1.88e+06 | 2.72e+02 | Nuer | nus | | | |
1144
+ | 123 | nya_Latn | 1.34e+06 | 2.71e+07 | 2.03e+08 | 5.31e+04 | Nyanja | nya | | ny | ny |
1145
+ | 124 | oci_Latn | 4.20e+06 | 1.03e+08 | 6.35e+08 | 1.90e+05 | Occitan (post 1500) | oci | | oc | oc |
1146
+ | 125 | ory_Orya | 3.60e+06 | 1.20e+08 | 7.82e+08 | 4.13e+05 | Odia | ory | ori | | or |
1147
+ | 126 | pag_Latn | 8.58e+04 | 5.66e+06 | 3.35e+07 | 6.90e+03 | Pangasinan | pag | | | |
1148
+ | 127 | pan_Guru | 1.17e+07 | 3.72e+08 | 1.90e+09 | 5.85e+05 | Panjabi | pan | | pa | pa |
1149
+ | 128 | pap_Latn | 1.39e+06 | 4.67e+07 | 2.54e+08 | 8.98e+04 | Papiamento | pap | | | |
1150
+ | 129 | pbt_Arab | 8.46e+06 | 2.79e+08 | 1.30e+09 | 4.66e+05 | Southern Pashto | pbt | pus | | ps |
1151
+ | 130 | pes_Arab | 3.96e+09 | 8.86e+10 | 4.55e+11 | 9.05e+07 | Iranian Persian | pes | fas | | fa |
1152
+ | 131 | plt_Latn | 4.74e+06 | 1.17e+08 | 8.10e+08 | 2.08e+05 | Plateau Malagasy | plt | mlg | | mg |
1153
+ | 132 | pol_Latn | 4.46e+09 | 8.95e+10 | 6.32e+11 | 1.75e+08 | Polish | pol | | pl | pl |
1154
+ | 133 | por_Latn | 6.12e+09 | 1.46e+11 | 8.96e+11 | 2.38e+08 | Portuguese | por | | pt | pt |
1155
+ | 134 | prs_Arab | 6.90e+07 | 1.84e+09 | 9.57e+09 | 2.84e+06 | Dari | prs | fas | | fa |
1156
+ | 135 | quy_Latn | 4.94e+05 | 1.73e+07 | 1.43e+08 | 3.69e+04 | Ayacucho Quechua | quy | que | | qu |
1157
+ | 136 | ron_Latn | 1.70e+09 | 4.00e+10 | 2.51e+11 | 6.59e+07 | Romanian | ron | | ro | ro |
1158
+ | 137 | run_Latn | 1.75e+06 | 4.44e+07 | 3.16e+08 | 1.37e+05 | Rundi | run | | rn | rn |
1159
+ | 138 | rus_Cyrl | 2.63e+10 | 5.41e+11 | 3.91e+12 | 8.85e+08 | Russian | rus | | ru | ru |
1160
+ | 139 | sag_Latn | 5.19e+04 | 3.61e+06 | 1.67e+07 | 3.16e+03 | Sango | sag | | sg | sg |
1161
+ | 140 | san_Deva | 3.28e+06 | 4.38e+07 | 3.59e+08 | 5.49e+04 | Sanskrit | san | | sa | sa |
1162
+ | 141 | sat_Olck | 4.58e+04 | 1.08e+06 | 6.27e+06 | 2.57e+03 | Santali | sat | | | |
1163
+ | 142 | scn_Latn | 1.65e+06 | 4.24e+07 | 2.52e+08 | 8.20e+04 | Sicilian | scn | | | |
1164
+ | 143 | shn_Mymr | 9.21e+04 | 1.65e+06 | 2.12e+07 | 6.00e+03 | Shan | shn | | | |
1165
+ | 144 | sin_Sinh | 3.37e+07 | 7.96e+08 | 4.98e+09 | 1.15e+06 | Sinhala | sin | | si | si |
1166
+ | 145 | slk_Latn | 4.94e+08 | 1.06e+10 | 7.04e+10 | 2.18e+07 | Slovak | slk | | sk | sk |
1167
+ | 146 | slv_Latn | 2.39e+08 | 5.44e+09 | 3.53e+10 | 1.03e+07 | Slovenian | slv | | sl | sl |
1168
+ | 147 | smo_Latn | 1.01e+06 | 3.71e+07 | 1.86e+08 | 4.59e+04 | Samoan | smo | | sm | sm |
1169
+ | 148 | sna_Latn | 1.20e+06 | 2.39e+07 | 1.93e+08 | 6.11e+04 | Shona | sna | | sn | sn |
1170
+ | 149 | snd_Arab | 2.83e+06 | 8.95e+07 | 4.29e+08 | 1.00e+05 | Sindhi | snd | | sd | sd |
1171
+ | 150 | som_Latn | 1.64e+07 | 3.89e+08 | 2.56e+09 | 9.66e+05 | Somali | som | | so | so |
1172
+ | 151 | sot_Latn | 1.08e+06 | 3.10e+07 | 1.72e+08 | 4.39e+04 | Southern Sotho | sot | | st | st |
1173
+ | 152 | spa_Latn | 1.21e+10 | 3.22e+11 | 1.95e+12 | 5.03e+08 | Spanish | spa | | es | es |
1174
+ | 153 | srd_Latn | 9.17e+05 | 2.39e+07 | 1.49e+08 | 5.38e+04 | Sardinian | srd | | sc | sc |
1175
+ | 154 | srp_Cyrl | 9.38e+07 | 2.52e+09 | 1.62e+10 | 4.12e+06 | Serbian | srp | hbs | sr | sr |
1176
+ | 155 | ssw_Latn | 6.21e+04 | 9.94e+05 | 8.82e+06 | 2.04e+03 | Swati | ssw | | ss | ss |
1177
+ | 156 | sun_Latn | 3.24e+06 | 6.96e+07 | 4.75e+08 | 1.15e+05 | Sundanese | sun | | su | su |
1178
+ | 157 | swe_Latn | 1.76e+09 | 4.01e+10 | 2.51e+11 | 6.68e+07 | Swedish | swe | | sv | sv |
1179
+ | 158 | swh_Latn | 3.43e+07 | 7.18e+08 | 4.66e+09 | 1.37e+06 | Swahili (individual language) | swh | swa | | sw |
1180
+ | 159 | szl_Latn | 6.37e+05 | 1.47e+07 | 1.04e+08 | 4.09e+04 | Silesian | szl | | | |
1181
+ | 160 | tam_Taml | 1.69e+08 | 2.98e+09 | 2.62e+10 | 6.11e+06 | Tamil | tam | | ta | ta |
1182
+ | 161 | taq_Latn | 1.39e+04 | 1.54e+06 | 8.84e+06 | 1.75e+03 | Tamasheq | taq | tmh | | |
1183
+ | 162 | tat_Cyrl | 1.34e+07 | 2.97e+08 | 2.16e+09 | 6.31e+05 | Tatar | tat | | tt | tt |
1184
+ | 163 | tel_Telu | 3.92e+07 | 8.35e+08 | 6.50e+09 | 2.06e+06 | Telugu | tel | | te | te |
1185
+ | 164 | tgk_Cyrl | 2.48e+07 | 6.25e+08 | 4.59e+09 | 1.26e+06 | Tajik | tgk | | tg | tg |
1186
+ | 165 | tgl_Latn | 5.29e+07 | 1.35e+09 | 8.13e+09 | 1.87e+06 | Tagalog | tgl | | tl | tl |
1187
+ | 166 | tha_Thai | 3.39e+08 | 3.51e+09 | 6.00e+10 | 1.77e+07 | Thai | tha | | th | th |
1188
+ | 167 | tir_Ethi | 1.13e+06 | 3.67e+07 | 1.82e+08 | 6.47e+04 | Tigrinya | tir | | ti | ti |
1189
+ | 168 | tpi_Latn | 2.82e+05 | 1.25e+07 | 6.45e+07 | 1.40e+04 | Tok Pisin | tpi | | | |
1190
+ | 169 | tsn_Latn | 1.32e+05 | 5.27e+06 | 2.77e+07 | 6.05e+03 | Tswana | tsn | | tn | tn |
1191
+ | 170 | tso_Latn | 2.21e+05 | 8.67e+06 | 4.93e+07 | 1.10e+04 | Tsonga | tso | | ts | ts |
1192
+ | 171 | tuk_Latn | 3.36e+06 | 7.07e+07 | 5.70e+08 | 1.71e+05 | Turkmen | tuk | | tk | tk |
1193
+ | 172 | tum_Latn | 9.90e+04 | 2.88e+06 | 2.11e+07 | 4.38e+03 | Tumbuka | tum | | | |
1194
+ | 173 | tur_Latn | 2.58e+09 | 5.17e+10 | 3.90e+11 | 1.17e+08 | Turkish | tur | | tr | tr |
1195
+ | 174 | twi_Latn | 1.26e+05 | 4.70e+06 | 2.42e+07 | 5.86e+03 | Twi | twi | aka | tw | tw |
1196
+ | 175 | uig_Arab | 8.98e+06 | 2.24e+08 | 1.75e+09 | 4.42e+05 | Uighur | uig | | ug | ug |
1197
+ | 176 | ukr_Cyrl | 1.17e+09 | 2.52e+10 | 1.83e+11 | 4.74e+07 | Ukrainian | ukr | | uk | uk |
1198
+ | 177 | umb_Latn | 5.99e+04 | 2.43e+06 | 1.54e+07 | 2.47e+03 | Umbundu | umb | | | |
1199
+ | 178 | urd_Arab | 5.06e+07 | 2.13e+09 | 1.00e+10 | 3.19e+06 | Urdu | urd | | ur | ur |
1200
+ | 179 | uzn_Latn | 1.48e+07 | 3.51e+08 | 2.85e+09 | 7.07e+05 | Northern Uzbek | uzn | uzb | | uz |
1201
+ | 180 | vec_Latn | 1.58e+06 | 3.53e+07 | 2.18e+08 | 8.48e+04 | Venetian | vec | | | |
1202
+ | 181 | vie_Latn | 3.02e+09 | 8.32e+10 | 3.80e+11 | 1.01e+08 | Vietnamese | vie | | vi | vi |
1203
+ | 182 | war_Latn | 2.01e+05 | 5.89e+06 | 3.56e+07 | 1.39e+04 | Waray (Philippines) | war | | | |
1204
+ | 183 | wol_Latn | 1.62e+05 | 5.46e+06 | 2.75e+07 | 5.68e+03 | Wolof | wol | | wo | wo |
1205
+ | 184 | xho_Latn | 1.82e+06 | 3.03e+07 | 2.59e+08 | 6.31e+04 | Xhosa | xho | | xh | xh |
1206
+ | 185 | ydd_Hebr | 2.94e+06 | 7.75e+07 | 4.58e+08 | 1.28e+05 | Eastern Yiddish | ydd | yid | | yi |
1207
+ | 186 | yor_Latn | 1.47e+06 | 4.28e+07 | 2.18e+08 | 6.61e+04 | Yoruba | yor | | yo | yo |
1208
+ | 187 | yue_Hant | 1.24e+06 | 3.27e+06 | 7.43e+07 | 6.13e+04 | Yue Chinese | yue | zho | | zh |
1209
+ | 188 | zho_Hans | 4.24e+10 | 7.40e+10 | 2.35e+12 | 1.25e+09 | Chinese | zho | | zh | zh |
1210
+ | 189 | zho_Hant | 4.48e+09 | 9.51e+09 | 2.87e+11 | 1.57e+08 | Chinese | zho | | zh | zh |
1211
+ | 190 | zsm_Latn | 5.80e+08 | 1.15e+10 | 7.84e+10 | 1.84e+07 | Standard Malay | zsm | msa | | ms |
1212
+ | 191 | zul_Latn | 2.71e+06 | 4.44e+07 | 3.81e+08 | 1.14e+05 | Zulu | zul | | zu | zu |
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