README.md · BramVanroy/stack_md

metadata

dataset_info:
  features:
    - name: hexsha
      dtype: string
    - name: size
      dtype: int64
    - name: ext
      dtype: string
    - name: lang
      dtype: string
    - name: max_stars_repo_path
      dtype: string
    - name: max_stars_repo_name
      dtype: string
    - name: max_stars_repo_head_hexsha
      dtype: string
    - name: max_stars_repo_licenses
      sequence: string
    - name: max_stars_count
      dtype: int64
    - name: max_stars_repo_stars_event_min_datetime
      dtype: string
    - name: max_stars_repo_stars_event_max_datetime
      dtype: string
    - name: max_issues_repo_path
      dtype: string
    - name: max_issues_repo_name
      dtype: string
    - name: max_issues_repo_head_hexsha
      dtype: string
    - name: max_issues_repo_licenses
      sequence: string
    - name: max_issues_count
      dtype: int64
    - name: max_issues_repo_issues_event_min_datetime
      dtype: string
    - name: max_issues_repo_issues_event_max_datetime
      dtype: string
    - name: max_forks_repo_path
      dtype: string
    - name: max_forks_repo_name
      dtype: string
    - name: max_forks_repo_head_hexsha
      dtype: string
    - name: max_forks_repo_licenses
      sequence: string
    - name: max_forks_count
      dtype: int64
    - name: max_forks_repo_forks_event_min_datetime
      dtype: string
    - name: max_forks_repo_forks_event_max_datetime
      dtype: string
    - name: content
      dtype: string
    - name: avg_line_length
      dtype: float64
    - name: max_line_length
      dtype: int64
    - name: alphanum_fraction
      dtype: float64
    - name: lid
      dtype: string
    - name: lid_prob
      dtype: float64
  splits:
    - name: train
      num_bytes: 93050507367
      num_examples: 21045171
  download_size: 47391258276
  dataset_size: 93050507367
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
language:
  - multilingual
  - abk
  - ace
  - ady
  - afr
  - aka
  - als
  - amh
  - arb
  - arn
  - asm
  - ast
  - ayr
  - azb
  - azj
  - bak
  - bam
  - ban
  - bel
  - bem
  - ben
  - bho
  - bis
  - bjn
  - bod
  - bos
  - bug
  - bul
  - bxr
  - cat
  - ceb
  - ces
  - che
  - chv
  - cjk
  - ckb
  - crh
  - cym
  - dan
  - deu
  - dik
  - diq
  - dyu
  - dzo
  - ell
  - eng
  - epo
  - est
  - eus
  - ewe
  - ewo
  - fao
  - fij
  - fin
  - fon
  - fra
  - fur
  - fuv
  - gaz
  - gla
  - gle
  - glg
  - gom
  - grn
  - guj
  - hat
  - hau
  - heb
  - hin
  - hrv
  - hun
  - hye
  - ibo
  - ilo
  - ind
  - isl
  - ita
  - jav
  - jpn
  - kab
  - kac
  - kal
  - kam
  - kan
  - kas
  - kat
  - kaz
  - kbp
  - kea
  - khk
  - khm
  - kik
  - kin
  - kir
  - kmb
  - kmr
  - knc
  - knc
  - kon
  - kor
  - krc
  - lao
  - lij
  - lim
  - lin
  - lit
  - lmo
  - ltg
  - ltz
  - lua
  - lug
  - luo
  - lus
  - lvs
  - mag
  - mai
  - mal
  - mar
  - min
  - mkd
  - mlt
  - mni
  - mos
  - mri
  - mya
  - nav
  - nia
  - nld
  - nno
  - nob
  - npi
  - nso
  - nus
  - nya
  - oci
  - ory
  - oss
  - pag
  - pan
  - pap
  - pbt
  - pcm
  - pes
  - plt
  - pol
  - por
  - prs
  - quy
  - roh
  - ron
  - run
  - rus
  - sag
  - san
  - scn
  - sin
  - slk
  - slv
  - smo
  - sna
  - snd
  - som
  - sot
  - spa
  - srd
  - srp
  - ssw
  - sun
  - swe
  - swh
  - szl
  - tah
  - tam
  - taq
  - tat
  - tel
  - tgk
  - tgl
  - tha
  - tir
  - ton
  - tpi
  - tsn
  - tso
  - tuk
  - tum
  - tur
  - twi
  - udm
  - uig
  - ukr
  - umb
  - urd
  - uzn
  - vec
  - vie
  - war
  - wes
  - wol
  - xho
  - ydd
  - yor
  - yue
  - zho
  - zsm
  - zul

A copy of the deduplicated the stack Markdown files, annotated with fastText to include language labels (lid column) and probabilities (lid_prob). This was done using the NLLB fastText model facebook/fasttext-language-identification.

The following languages were detected:

abk_Cyrl
ace_Arab
ace_Latn
ady_Cyrl
afr_Latn
aka_Latn
als_Latn
amh_Ethi
arb_Arab
arb_Latn
arn_Latn
asm_Beng
ast_Latn
ayr_Latn
azb_Arab
azj_Latn
bak_Cyrl
bam_Latn
ban_Latn
bel_Cyrl
bem_Latn
ben_Beng
bho_Deva
bis_Latn
bjn_Arab
bjn_Latn
bod_Tibt
bos_Latn
bug_Latn
bul_Cyrl
bxr_Cyrl
cat_Latn
ceb_Latn
ces_Latn
che_Cyrl
chv_Cyrl
cjk_Latn
ckb_Arab
crh_Latn
cym_Latn
dan_Latn
deu_Latn
dik_Latn
diq_Latn
dyu_Latn
dzo_Tibt
ell_Grek
eng_Latn
epo_Latn
est_Latn
eus_Latn
ewe_Latn
ewo_Latn
fao_Latn
fij_Latn
fin_Latn
fon_Latn
fra_Latn
fur_Latn
fuv_Latn
gaz_Latn
gla_Latn
gle_Latn
glg_Latn
gom_Deva
grn_Latn
guj_Gujr
hat_Latn
hau_Latn
heb_Hebr
hin_Deva
hrv_Latn
hun_Latn
hye_Armn
ibo_Latn
ilo_Latn
ind_Latn
isl_Latn
ita_Latn
jav_Latn
jpn_Jpan
kab_Latn
kac_Latn
kal_Latn
kam_Latn
kan_Knda
kas_Deva
kat_Geor
kaz_Cyrl
kbp_Latn
kea_Latn
khk_Cyrl
khm_Khmr
kik_Latn
kin_Latn
kir_Cyrl
kmb_Latn
kmr_Latn
knc_Arab
knc_Latn
kon_Latn
kor_Hang
krc_Cyrl
lao_Laoo
lij_Latn
lim_Latn
lin_Latn
lit_Latn
lmo_Latn
ltg_Latn
ltz_Latn
lua_Latn
lug_Latn
luo_Latn
lus_Latn
lvs_Latn
mag_Deva
mai_Deva
mal_Mlym
mar_Deva
min_Latn
mkd_Cyrl
mlt_Latn
mni_Beng
mos_Latn
mri_Latn
mya_Mymr
nav_Latn
nia_Latn
nld_Latn
nno_Latn
nob_Latn
npi_Deva
nso_Latn
nus_Latn
nya_Latn
oci_Latn
ory_Orya
oss_Cyrl
pag_Latn
pan_Guru
pap_Latn
pbt_Arab
pcm_Latn
pes_Arab
plt_Latn
pol_Latn
por_Latn
prs_Arab
quy_Latn
roh_Latn
ron_Latn
run_Latn
rus_Cyrl
sag_Latn
san_Deva
scn_Latn
sin_Sinh
slk_Latn
slv_Latn
smo_Latn
sna_Latn
snd_Arab
som_Latn
sot_Latn
spa_Latn
srd_Latn
srp_Cyrl
ssw_Latn
sun_Latn
swe_Latn
swh_Latn
szl_Latn
tah_Latn
tam_Taml
taq_Latn
tat_Cyrl
tel_Telu
tgk_Cyrl
tgl_Latn
tha_Thai
tir_Ethi
ton_Latn
tpi_Latn
tsn_Latn
tso_Latn
tuk_Latn
tum_Latn
tur_Latn
twi_Latn
udm_Cyrl
uig_Arab
ukr_Cyrl
umb_Latn
urd_Arab
uzn_Latn
vec_Latn
vie_Latn
war_Latn
wes_Latn
wol_Latn
xho_Latn
ydd_Hebr
yor_Latn
yue_Hant
zho_Hans
zho_Hant
zsm_Latn
zul_Latn

Total num. of samples per language (with a probability of > 0.85):

ace_Latn: 15
afr_Latn: 1,879
aka_Latn: 1
als_Latn: 1,223
amh_Ethi: 143
arb_Arab: 5,756
arb_Latn: 2
arn_Latn: 4
asm_Beng: 14
ast_Latn: 579
ayr_Latn: 39
azb_Arab: 48
azj_Latn: 739
bak_Cyrl: 2
bam_Latn: 18
ban_Latn: 7
bel_Cyrl: 144
bem_Latn: 43
ben_Beng: 994
bho_Deva: 1
bis_Latn: 24
bjn_Latn: 25
bod_Tibt: 3
bos_Latn: 231
bug_Latn: 5
bul_Cyrl: 5,867
bxr_Cyrl: 3
cat_Latn: 4,657
ceb_Latn: 839
ces_Latn: 107,551
che_Cyrl: 100
cjk_Latn: 8
ckb_Arab: 67
crh_Latn: 14
cym_Latn: 767
dan_Latn: 16,808
deu_Latn: 236,482
dik_Latn: 8
diq_Latn: 16
dyu_Latn: 1
dzo_Tibt: 1
ell_Grek: 4,552
eng_Latn: 8,872,230
epo_Latn: 1,059
est_Latn: 15,919
eus_Latn: 902
ewe_Latn: 35
ewo_Latn: 1
fao_Latn: 5
fij_Latn: 772
fin_Latn: 15,063
fon_Latn: 1
fra_Latn: 193,654
fur_Latn: 1
gaz_Latn: 188
gla_Latn: 34
gle_Latn: 377
glg_Latn: 1,146
gom_Deva: 71
grn_Latn: 7
guj_Gujr: 1,046
hat_Latn: 183
hau_Latn: 55
heb_Hebr: 1,624
hin_Deva: 908
hrv_Latn: 3,121
hun_Latn: 58,212
hye_Armn: 1,174
ibo_Latn: 37
ilo_Latn: 434
ind_Latn: 29,102
isl_Latn: 5,846
ita_Latn: 142,445
jav_Latn: 175
jpn_Jpan: 20,548
kab_Latn: 140
kac_Latn: 1
kal_Latn: 36
kam_Latn: 3
kan_Knda: 170
kat_Geor: 429
kaz_Cyrl: 57
kea_Latn: 1
khk_Cyrl: 362
khm_Khmr: 409
kik_Latn: 18
kin_Latn: 171
kir_Cyrl: 5
kmb_Latn: 3
kmr_Latn: 46
knc_Arab: 9
knc_Latn: 4
kon_Latn: 5
kor_Hang: 414,890
krc_Cyrl: 1,068
lao_Laoo: 496
lij_Latn: 3
lim_Latn: 216
lin_Latn: 10
lit_Latn: 8,197
lmo_Latn: 803
ltg_Latn: 7
ltz_Latn: 695
lua_Latn: 22
lug_Latn: 30
luo_Latn: 351
lus_Latn: 115
lvs_Latn: 8,469
mai_Deva: 2
mal_Mlym: 361
mar_Deva: 70
min_Latn: 48
mkd_Cyrl: 568
mlt_Latn: 186
mos_Latn: 11
mri_Latn: 4
mya_Mymr: 496
nav_Latn: 5
nia_Latn: 2
nld_Latn: 77,311
nno_Latn: 642
nob_Latn: 14,979
npi_Deva: 269
nso_Latn: 69
nus_Latn: 2
nya_Latn: 5
oci_Latn: 6,316
ory_Orya: 14
pag_Latn: 21
pan_Guru: 31
pap_Latn: 99
pcm_Latn: 107
pes_Arab: 4,161
plt_Latn: 429
pol_Latn: 133,616
por_Latn: 412,357
prs_Arab: 15
quy_Latn: 54
roh_Latn: 58
ron_Latn: 11,653
run_Latn: 74
rus_Cyrl: 102,516
sag_Latn: 14
san_Deva: 56
scn_Latn: 91
sin_Sinh: 207
slk_Latn: 6,719
slv_Latn: 5,320
smo_Latn: 49
sna_Latn: 84
snd_Arab: 3
som_Latn: 78
sot_Latn: 872
spa_Latn: 268,198
srd_Latn: 2
srp_Cyrl: 344
ssw_Latn: 66
sun_Latn: 53
swe_Latn: 67,565
swh_Latn: 1,534
szl_Latn: 15
tah_Latn: 43
tam_Taml: 711
taq_Latn: 1
tat_Cyrl: 3
tel_Telu: 97
tgk_Cyrl: 9
tgl_Latn: 1,719
tha_Thai: 4,854
ton_Latn: 3
tpi_Latn: 37
tsn_Latn: 135
tso_Latn: 216
tuk_Latn: 49
tum_Latn: 24
tur_Latn: 129,644
twi_Latn: 98
uig_Arab: 20
ukr_Cyrl: 5,546
umb_Latn: 3
urd_Arab: 85
uzn_Latn: 749
vec_Latn: 120
vie_Latn: 28,545
war_Latn: 387
wes_Latn: 17
wol_Latn: 35
xho_Latn: 1,209
ydd_Hebr: 3
yor_Latn: 167
yue_Hant: 295,650
zho_Hans: 3,757
zho_Hant: 34
zsm_Latn: 2,087
zul_Latn: 1,241