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admin_2
stringlengths
3
15
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10
admin_1
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adm_1_pcode
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26 values
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primary_language
stringlengths
4
20
primary_language_percentage_share
float64
0.3
1
alur
float64
0
0.93
bakutshu
float64
0
0.03
balika
float64
0
0.2
balobo
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bandaka
float64
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0.08
banunu
float64
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0.3
bangala
float64
0
0.95
bango
float64
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0.68
batabwa
float64
0
0
bati
float64
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0.28
baloi
float64
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0.1
bemba
float64
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0.7
bembe
float64
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0.7
benge
float64
0
0.05
benza
float64
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0.22
bila
float64
0
0.2
boa
float64
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0.56
boba
float64
0
0.01
bobayi
float64
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0.04
boma
float64
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0.2
bombo
float64
0
0.04
budja
float64
0
0.85
budu
float64
0
0.8
bunda
float64
0
0.67
dinga
float64
0
0.5
djonga
float64
0
0.07
ekonda
float64
0
0
eleku
float64
0
0.3
fuliru
float64
0
0.18
geyna
float64
0
0.05
gilima
float64
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0.02
gobu
float64
0
0.04
havu
float64
0
0.7
hema
float64
0
0.05
hemba
float64
0
0.56
hesoo
float64
0
0.25
humbu
float64
0
0.15
hunde
float64
0
0.29
kalanga
float64
0
0.6
kango
float64
0
0.22
kanyoka
float64
0
0.05
kaonde
float64
0
0.1
kebu_tuu
float64
0
0.02
kere
float64
0
0.33
kilese
float64
0
0.06
kiongo
float64
0
0.3
kitwa
float64
0
0.1
koka
float64
0
0.3
kongo
float64
0
1
kuba
float64
0
0.75
kumu
float64
0
0.29
kusu
float64
0
0.8
kwala
float64
0
0.02
kwange
float64
0
0.1
kwese
float64
0
0.02
lalia
float64
0
0.2
lande
float64
0
0
langa
float64
0
0.2
langbasi
float64
0
0.01
leboale
float64
0
0
lega
float64
0
0.8
lemfu
float64
0
0.5
lendu
float64
0
0.9
libinza
float64
0
0.3
liboko
float64
0
0.1
likumbe
float64
0
0.3
lingala
float64
0
1
lobala
float64
0
0.3
logo
float64
0
0
lokele
float64
0
0.1
lokonda
float64
0
0.7
lonkundo
float64
0
0.95
londengese
float64
0
0.9
longando
float64
0
0.65
lontomba
float64
0
0
lothsua
float64
0
0.35
lotwa
float64
0
0.2
loyembe
float64
0
0.1
luba
float64
0
1
luba_lubangule
float64
0
0
lulua
float64
0
0.05
lunda
float64
0
0.35
lungu
float64
0
0.1
mabale
float64
0
0.3
makutu
float64
0
0.5
manianga
float64
0
0.2
manga
float64
0
0.08
manyanga
float64
0
0
mashi
float64
0
0.8
mbala
float64
0
0.1
mbanza
float64
0
0.6
mbanza_fula
float64
0
0.01
mbati
float64
0
0.09
mbole
float64
0
0
mboma
float64
0
0.3
mbuba
float64
0
0.2
mituku
float64
0
0.1
moko
float64
0
0.6
mongo
float64
0
0.9
mongando
float64
0
0.98
mongbandi
float64
0
0.5
mono
float64
0
0.05
mpama
float64
0
0.35
mpee
float64
0
0.15
nalengwe
float64
0
0.15
nande
float64
0
0.9
nanyembo
float64
0
0.15
ndembo
float64
0
0.1
ndibu
float64
0
0.1
ndo_tuki
float64
0
0.04
ngando
float64
0
0.1
ngbaka
float64
0
0.7
ngbaka_mabo
float64
0
0.07
ngbandi
float64
0
0.4
ngbundu
float64
0
0.1
ngbungbu
float64
0
0.1
ngelema
float64
0
0.22
ngengele
float64
0
0.3
ngoli
float64
0
0.33
ngombe
float64
0
0.9
ngwaka_minagende
float64
0
0.1
ngwandi
float64
0
0.7
nkundo
float64
0
0.04
nkutshu
float64
0
0.6
ntandu
float64
0
0.05
nunu
float64
0
0.2
nyali
float64
0
0.02
nyabwisha
float64
0
0.7
nyanga
float64
0
0.8
nyarwanda
float64
0
0.6
nyindu
float64
0
0.22
nzakara
float64
0
0.05
ohendo
float64
0
0.8
okela
float64
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0.15
okutsu
float64
0
0.12
pakombe
float64
0
0.02
pazande
float64
0
0
pende
float64
0
0.8
piri
float64
0
0.1
popoyi
float64
0
0.06
portuguese
float64
0
0.02
probe
float64
0
0.3
pygmy
float64
0
0.1
sakata
float64
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0.8
sanga
float64
0
0.5
sango
float64
0
0.01
songe
float64
0
0.7
songola
float64
0
0.34
suku
float64
0
0.4
swahili
float64
0
1
tabwa
float64
0
0.85
teke
float64
0
0.03
tembo
float64
0
0.3
tete_south
float64
0
0
tetela
float64
0
1
togba
float64
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0.04
topoke
float64
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0.1
tshibindi
float64
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0.18
tshikete
float64
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0.2
tshikwamputu
float64
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0.3
tsihilualua
float64
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0
tshiluba
float64
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1
tshokwe
float64
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0.65
tua
float64
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0.05
tungwa
float64
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0.05
urund
float64
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0.8
vungu
float64
0
0
waria
float64
0
0.1
yaelima
float64
0
0.3
yaka
float64
0
0.2
yazi
float64
0
0.06
yanzi
float64
0
0.18
yogo
float64
0
0.1
yombe
float64
0
0.95
zande
float64
0
0.8
zela
float64
0
0.3
zimba
float64
0
0.03
zola
float64
0
0.15
other_languages
float64
0
0.2
population_total
float64
0
3.31M
language_data
stringclasses
3 values
data_confidence
stringclasses
2 values
notes
stringlengths
10
261
esa_source
stringclasses
1 value
esa_processed
stringdate
2026-04-07 00:00:00
2026-04-07 00:00:00
Tshikapa
CD9201
Kasaï
CD92
Democratic Republic of Congo
CD
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
N
Low
Population is reflected in CD9202, no data available.
HDX
2026-04-07
Wamba
CD5311
Haut-Uele
CD53
Democratic Republic of Congo
CD
Swaili
0.9
0
0
0.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0
0
426,266
Y
Low
null
HDX
2026-04-07
Kailo
CD6302
Maniema
CD63
Democratic Republic of Congo
CD
Swahili
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
0.1
0
0
0
0.2
0
0
0.02
0
0
0
0
0
0.1
0
0
0.1
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0.34
0
1
0
0
0
0
0.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
0
152,457
Y
Low
null
HDX
2026-04-07
Katanda
CD8209
Kasaï-Oriental
CD82
Democratic Republic of Congo
CD
Tshiluba
0.98
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0
0
0
0
0
0
0
0
0
0
0
0.98
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
429,112
Y
Low
null
HDX
2026-04-07
Uvira
CD6208
Sud-Kivu
CD62
Democratic Republic of Congo
CD
Swahili
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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null
null
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null
null
null
null
null
null
null
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null
null
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null
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null
null
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null
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null
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null
null
null
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null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
842,487
N
Low
No statistical language data available. Swahili is the most common language. Fuliro, Kijoba and Kivira are present, and Mashi, Kibembe, and Kinyerwanda are used as secondary languages.
HDX
2026-04-07
Mbanza-Ngungu
CD2013
Kongo-Central
CD20
Democratic Republic of Congo
CD
Lingala
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
702,713
N
Low
No statistical language data available. Lingala is the most common language. Kindibu, Kisi Ngombe, Kinzungi and Swahili are also present.
HDX
2026-04-07
Inkisi
CD2018
Kongo-Central
CD20
Democratic Republic of Congo
CD
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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null
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null
null
null
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null
null
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null
null
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null
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null
null
null
null
null
null
null
null
null
null
null
null
0
N
Low
Population is reflected in CD2017, no statistical language data available. Lingala is the most common language.
HDX
2026-04-07
Aba
CD5306
Haut-Uele
CD53
Democratic Republic of Congo
CD
Bangala
0.95
0
0
0
0
0
0
0.95
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Y
Low
Population is reflected in CD5307, language shares inherited from same.
HDX
2026-04-07
Bumba
CD4404
Mongala
CD44
Democratic Republic of Congo
CD
Budja
0.85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
975,900
Y
Low
null
HDX
2026-04-07
Baraka
CD6211
Sud-Kivu
CD62
Democratic Republic of Congo
CD
Bembe
0.7
0
0
0
0
0
0
0
0
0
0
0
0
0.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
0
Y
Low
Population is reflected in CD6210, language shares inherited from same.
HDX
2026-04-07
Kungu
CD4204
Sud-Ubangi
CD42
Democratic Republic of Congo
CD
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
474,636
N
Low
null
HDX
2026-04-07
Faradje
CD5307
Haut-Uele
CD53
Democratic Republic of Congo
CD
Bangala
0.95
0
0
0
0
0
0
0.95
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
380,013
Y
Low
null
HDX
2026-04-07
Bukavu
CD6201
Sud-Kivu
CD62
Democratic Republic of Congo
CD
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
937,560
N
Low
No statistical language data available. Swahili, French, Mashi, Lingala and Kirega are present.
HDX
2026-04-07
Ingende
CD4109
Equateur
CD41
Democratic Republic of Congo
CD
Mongo
0.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
0
0
0
0
0
0
0
0
0.35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
271,166
Y
Low
null
HDX
2026-04-07
Ingbokolo
CD5411
Ituri
CD54
Democratic Republic of Congo
CD
Lingala
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
N
Low
Population is reflected in CD5409, no statistical language data available. Lingala is the most common language.
HDX
2026-04-07
Isangi
CD5105
Tshopo
CD51
Democratic Republic of Congo
CD
Lingala
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
585,656
N
Low
No statistical language data available. Lingala is the most common language, and Topoke is the most common local language. Lokele, Turumbu, Foma and Swahili are also present.
HDX
2026-04-07
Kananga
CD9101
Kasaï-Central
CD91
Democratic Republic of Congo
CD
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1,027,622
N
Low
null
HDX
2026-04-07
Luilu
CD8104
Lomami
CD81
Democratic Republic of Congo
CD
Kanyoka
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
916,736
N
Low
No statistical language data available.
HDX
2026-04-07
Mangai
CD3208
Kwilu
CD32
Democratic Republic of Congo
CD
Kongo
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.67
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Y
Low
Population is reflected in CD3206, language shares inherited from same.
HDX
2026-04-07
Kamina
CD7302
Haut-Lomami
CD73
Democratic Republic of Congo
CD
Luba
0.65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
0
0
0
0
0
0
0
0
0
0
0.65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
0
0
0
0
0
0
0
0
0
0
0.07
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
667,169
Y
Low
null
HDX
2026-04-07
Aru
CD5409
Ituri
CD54
Democratic Republic of Congo
CD
Lingala
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
980,086
N
Low
No statistical language data available. Lingala is the most common language. Lugbarati, Omiti, Ndo, Kakwa, Swahili, French and English are also present.
HDX
2026-04-07
Kabambare
CD6309
Maniema
CD63
Democratic Republic of Congo
CD
Swahili
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
462,019
Y
Low
Bangubangu, Buyu, and Mashi also present.
HDX
2026-04-07
Kabare
CD6202
Sud-Kivu
CD62
Democratic Republic of Congo
CD
Swahili
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1,017,138
N
Low
No statistical language data available. Swahili is the most common language. Mashi and Tembo are also present.
HDX
2026-04-07
Lubero
CD6105
Nord-Kivu
CD61
Democratic Republic of Congo
CD
Nande
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0
0
0
0
0
0
0.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1,553,956
Y
Low
null
HDX
2026-04-07
Boende
CD4502
Tshuapa
CD45
Democratic Republic of Congo
CD
Lingala
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
281,443
N
Low
No statistical language data available. Lingala is the most common language. Lomongo is also present.
HDX
2026-04-07
Bosobolo
CD4306
Nord-Ubangi
CD43
Democratic Republic of Congo
CD
Lingala
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
373,079
N
Low
No statistical language data available. Lingala is the most common language. Other languages present are Ngombe, Ngbaka, Mono, Gobu, Togbo, Langbase, Gbanziri, Yakpa, Kwala, Fulu, Mbanza, Gwandi, Ngbungbu, Mokongo, Swahili, Chiluba, Mongo, Boba, Buza and Sango.
HDX
2026-04-07
Ango
CD5207
Bas-Uele
CD52
Democratic Republic of Congo
CD
Lingala
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
109,194
N
Low
No statistical language data available. Zandé is the most common language. Sango primarily spoken by displaced population. Ngwandi also present. Lingala is the common lingua franca.
HDX
2026-04-07
Dekese
CD9208
Kasaï
CD92
Democratic Republic of Congo
CD
Londengese
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0
0
0.3
0
0
0
0
0
0
0
0
0
0
157,635
Y
Low
null
HDX
2026-04-07
Kamiji
CD8105
Lomami
CD81
Democratic Republic of Congo
CD
Tshiluba
0.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
0
0
0
0
0
0
0
0
0
0
0
0.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
105,909
Y
Low
null
HDX
2026-04-07
Businga
CD4305
Nord-Ubangi
CD43
Democratic Republic of Congo
CD
Lingala
0.85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
0
0
0
0
0
0
0
0
0
0.5
0
0
0
0
0
0
0
0
0
0
0.7
0
0
0
0
0
0
0
0.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
538,727
Y
Low
null
HDX
2026-04-07
Kindu
CD6301
Maniema
CD63
Democratic Republic of Congo
CD
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
280,347
N
Low
null
HDX
2026-04-07
Watsa
CD5309
Haut-Uele
CD53
Democratic Republic of Congo
CD
Swahili
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
292,912
N
Low
No statistical language data available. Lingala is the most common language. Swahili, Mamvu, Lese, Efee, Mangbetu and Boni are also present.
HDX
2026-04-07
Walikale
CD6104
Nord-Kivu
CD61
Democratic Republic of Congo
CD
Swahili
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
627,480
Y
Low
Nyanya, Kano/Lega and Kumu are also present.
HDX
2026-04-07
Pweto
CD7109
Haut-Katanga
CD71
Democratic Republic of Congo
CD
Bemba
0.7
0
0
0
0
0
0
0
0
0
0
0
0.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
0
0
0
614,423
Y
Low
null
HDX
2026-04-07
Oshwe
CD3304
Maï-Ndombe
CD33
Democratic Republic of Congo
CD
Lonkundo
0.95
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.65
0
0
0
0
0.95
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
348,837
Y
Low
null
HDX
2026-04-07
Kahemba
CD3105
Kwango
CD31
Democratic Republic of Congo
CD
Tshokwe
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
418,246
N
Low
No statistical language data available. The most common languages are Kitshokwee and Lunda. Kikongo and Lingala are also present.
HDX
2026-04-07
Ubundu
CD5102
Tshopo
CD51
Democratic Republic of Congo
CD
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
323,913
N
Low
null
HDX
2026-04-07
Bomongo
CD4104
Equateur
CD41
Democratic Republic of Congo
CD
Lingala
1
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
1
0.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
201,134
Y
Low
null
HDX
2026-04-07
Mushie
CD3311
Maï-Ndombe
CD33
Democratic Republic of Congo
CD
Lingala
0.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
129,462
Y
Low
null
HDX
2026-04-07
Lusambo
CD8302
Sankuru
CD83
Democratic Republic of Congo
CD
Tshiluba
0.85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
0
0
0
0
0
0
0
0.5
0
0
0
0
0.3
0
0.85
0
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
323,292
Y
Low
null
HDX
2026-04-07
Dingila
CD5210
Bas-Uele
CD52
Democratic Republic of Congo
CD
Lingala
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.22
0
0
0
0.33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.33
0
0
0
0
0
Y
Low
Population is reflected in CD5209, language shares inherited from same.
HDX
2026-04-07
Kaniama
CD7303
Haut-Lomami
CD73
Democratic Republic of Congo
CD
Luba
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
307,906
N
Low
No statistical language data available. Kiluba is the most common language. Chiluba, Swahili and Lingala are also present.
HDX
2026-04-07
Ngandajika
CD8106
Lomami
CD81
Democratic Republic of Congo
CD
Tshiluba
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0
0
0.05
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
824,036
Y
Low
null
HDX
2026-04-07
Bondo
CD5206
Bas-Uele
CD52
Democratic Republic of Congo
CD
Zande
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
265,195
Y
Low
null
HDX
2026-04-07
Isiro
CD5301
Haut-Uele
CD53
Democratic Republic of Congo
CD
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
N
Low
Population is reflected in CD5302, no statistical language data available. Lingala is the most common language.
HDX
2026-04-07
Bolobo
CD3308
Maï-Ndombe
CD33
Democratic Republic of Congo
CD
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
145,453
N
Low
null
HDX
2026-04-07
Oïcha
CD6107
Nord-Kivu
CD61
Democratic Republic of Congo
CD
Swahili
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
0
0
0
0
0
0
0
0
0
0.78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1,506,933
Y
Low
null
HDX
2026-04-07
Gungu
CD3210
Kwilu
CD32
Democratic Republic of Congo
CD
Kongo
0.81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.81
0
0
0
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
530,967
Y
Low
null
HDX
2026-04-07
Nyiragongo
CD6102
Nord-Kivu
CD61
Democratic Republic of Congo
CD
Swahili
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.29
0
0
0
0
0
0
0
0
0
0
0
0
0.29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
462,362
Y
Low
null
HDX
2026-04-07
Bolomba
CD4108
Equateur
CD41
Democratic Republic of Congo
CD
Ngombe
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
0.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
469,756
Y
Low
null
HDX
2026-04-07
Pangi
CD6307
Maniema
CD63
Democratic Republic of Congo
CD
Swahili
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
402,680
Y
Low
null
HDX
2026-04-07
Punia
CD6303
Maniema
CD63
Democratic Republic of Congo
CD
Swahili
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
183,556
Y
Low
null
HDX
2026-04-07
Rutshuru
CD6111
Nord-Kivu
CD61
Democratic Republic of Congo
CD
Swahili
0.85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
0
0.01
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1,655,254
Y
Low
null
HDX
2026-04-07
#adm2+name
#adm2+code
#adm1+name
#adm1+code
#country+name
#country+code
#indicator+lang+main
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
#meta+data+bool
#meta+confidence
#meta+text
HDX
2026-04-07
Kaoze
CD7403
Tanganyika
CD74
Democratic Republic of Congo
CD
Swahili
0.9
0
0
0
0
0
0
0
0
0
0
0
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0.85
0
0
0
0
0
0
0
0
0
0
0.08
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Y
Low
Population is reflected in CD6212, language shares inherited from same.
HDX
2026-04-07
Bena-Dibele
CD8305
Sankuru
CD83
Democratic Republic of Congo
CD
Ohendo
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.55
0
0
0
0
0
0
0.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Y
Low
Population is reflected in CD8306, language shares inherited from same.
HDX
2026-04-07
Kasangulu
CD2015
Kongo-Central
CD20
Democratic Republic of Congo
CD
Lingala
0.85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0.5
0
0
0
0
0.85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
242,849
Y
Low
null
HDX
2026-04-07
Yahuma
CD5107
Tshopo
CD51
Democratic Republic of Congo
CD
Lingala
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
0
0
0
0
0
0.65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
189,417
Y
Low
Mpesa, Topoke and Mokala are also present.
HDX
2026-04-07
Miabi
CD8205
Kasaï-Oriental
CD82
Democratic Republic of Congo
CD
Tshiluba
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
369,852
N
Low
No statistical language data available. Tshiluba is the most common language. Lingala and Swahili are also present.
HDX
2026-04-07
Mambasa
CD5403
Ituri
CD54
Democratic Republic of Congo
CD
Swahili
0.6
0
0
0
0
0.076
0
0
0
0
0
0
0
0
0
0
0.204
0
0
0
0
0.036
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.057
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
368,304
Y
Low
null
HDX
2026-04-07
Nioki
CD3305
Maï-Ndombe
CD33
Democratic Republic of Congo
CD
Lingala
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
0
0
0
0
0
0
0
0
0
0
0
Y
Low
Population is reflected in CD3306, language shares inherited from same.
HDX
2026-04-07
Malemba-Nkulu
CD7305
Haut-Lomami
CD73
Democratic Republic of Congo
CD
Luba
0.99
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0
0
0
0
0
0
0
0.99
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
0
0
997,280
Y
Low
null
HDX
2026-04-07
Djugu
CD5405
Ituri
CD54
Democratic Republic of Congo
CD
Lendu
0.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
0
0
0.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1,777,896
Y
Low
null
HDX
2026-04-07
Kole
CD8306
Sankuru
CD83
Democratic Republic of Congo
CD
Ohendo
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
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0
0
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0
0.4
0
0
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0
0
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0
0
0
0
0
0
0
0
0
0
0
0.6
0
0
0
0
0
0
0
0
0.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.55
0
0
0
0
0
0
0.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
191,605
Y
Low
null
HDX
2026-04-07
Lodja
CD8303
Sankuru
CD83
Democratic Republic of Congo
CD
Tetela
0.75
0
0.03
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
0
0
0
0.75
0
0
0
0
0
0
0.04
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
484,020
Y
Low
null
HDX
2026-04-07
End of preview. Expand in Data Studio

DRC: Languages

Publisher: CLEAR Global (previously Translators without Borders) · Source: HDX · License: cc-by-sa · Updated: 2025-04-09


Abstract

Language data drawn from the 2016 CAID "Rapport annuel de l’Administration du territoire." Includes languages spoken by territory. Available at the admin 2 level only.

Each row in this dataset represents geolocated point observations. Data was last updated on HDX on 2025-04-09. Geographic scope: COD.

Curated into ML-ready Parquet format by Electric Sheep Africa.


Dataset Characteristics

Domain Demographics and population
Unit of observation Geolocated point observations
Rows (total) 190
Columns 193 (181 numeric, 12 categorical, 0 datetime)
Train split 152 rows
Test split 38 rows
Geographic scope COD
Publisher CLEAR Global (previously Translators without Borders)
HDX last updated 2025-04-09

Variables

Geographicadmin_2 (#adm2+name, Beni, Kibombo), admin_1 (Kongo-Central, Sud-Kivu, Maniema), admin_0 (Democratic Republic of Congo, #country+name), admin0_pcode (CD, #country+code), primary_language (Lingala, Swahili, Tshiluba) and 25 others.

Demographicngwaka_minagende, other_languages, language_data (Y, N, #meta+data+bool).

Identifier / Metadataadm_2_pcode (#adm2+code, CD6109, CD6313), adm_1_pcode (CD20, CD62, CD63), data_confidence (Low, #meta+confidence), esa_source, esa_processed.

Otheralur (range 0.0–0.93), bakutshu (range 0.0–0.03), balika (range 0.0–0.2), balobo (range 0.0–0.25), bandaka (range 0.0–0.076) and 150 others.


Quick Start

from datasets import load_dataset

ds    = load_dataset("electricsheepafrica/africa-drc-languages")
train = ds["train"].to_pandas()
test  = ds["test"].to_pandas()

print(train.shape)
train.head()

Schema

Column Type Null % Range / Sample Values
admin_2 object 0.0% #adm2+name, Beni, Kibombo
adm_2_pcode object 0.0% #adm2+code, CD6109, CD6313
admin_1 object 0.0% Kongo-Central, Sud-Kivu, Maniema
adm_1_pcode object 0.0% CD20, CD62, CD63
admin_0 object 0.0% Democratic Republic of Congo, #country+name
admin0_pcode object 0.0% CD, #country+code
primary_language object 11.6% Lingala, Swahili, Tshiluba
primary_language_percentage_share float64 28.9% 0.3 – 1.0 (mean 0.8377)
alur float64 30.0% 0.0 – 0.93 (mean 0.007)
bakutshu float64 30.0% 0.0 – 0.03 (mean 0.0002)
balika float64 30.0% 0.0 – 0.2 (mean 0.0015)
balobo float64 30.0% 0.0 – 0.25 (mean 0.0019)
bandaka float64 30.0% 0.0 – 0.076 (mean 0.0006)
banunu float64 30.0% 0.0 – 0.3 (mean 0.0023)
bangala float64 30.0% 0.0 – 0.95 (mean 0.0144)
bango float64 30.0% 0.0 – 0.68 (mean 0.0051)
batabwa float64 30.0% 0.0 – 0.3 (mean 0.0023)
bati float64 30.0% 0.0 – 0.28 (mean 0.0021)
baloi float64 30.0% 0.0 – 0.1 (mean 0.0008)
bemba float64 30.0% 0.0 – 0.7 (mean 0.006)
bembe float64 30.0% 0.0 – 0.7 (mean 0.0105)
benge float64 30.0% 0.0 – 0.05 (mean 0.0004)
benza float64 30.0% 0.0 – 0.22 (mean 0.0017)
bila float64 30.0% 0.0 – 0.204 (mean 0.0027)
boa float64 30.0% 0.0 – 0.56 (mean 0.0087)
boba float64 30.0% 0.0 – 0.01 (mean 0.0001)
bobayi float64 30.0% 0.0 – 0.04 (mean 0.0006)
boma float64 30.0%
bombo float64 30.0%
budja float64 30.0%
budu float64 30.0%
bunda float64 30.0%
dinga float64 30.0%
djonga float64 30.0%
ekonda float64 30.0%
eleku float64 30.0%
fuliru float64 30.0%
geyna float64 30.0%
gilima float64 30.0%
gobu float64 30.0%
havu float64 30.0%
hema float64 30.0%
hemba float64 30.0%
hesoo float64 30.0%
humbu float64 30.0%
hunde float64 30.0%
kalanga float64 30.0%
kango float64 30.0%
kanyoka float64 30.0%
kaonde float64 30.0%
kebu_tuu float64 30.0%
kere float64 30.0%
kilese float64 30.0%
kiongo float64 30.0%
kitwa float64 30.0%
koka float64 30.0%
kongo float64 29.5%
kuba float64 30.0%
kumu float64 30.0%
kusu float64 30.0%
kwala float64 30.0%
kwange float64 30.0%
kwese float64 30.0%
lalia float64 30.0%
lande float64 30.0%
langa float64 30.0%
langbasi float64 30.0%
leboale float64 30.0%
lega float64 30.0%
lemfu float64 30.0%
lendu float64 30.0%
libinza float64 30.0%
liboko float64 30.0%
likumbe float64 30.0%
lingala float64 30.0%
lobala float64 30.0%
logo float64 30.0%
lokele float64 30.0%
lokonda float64 30.0%
lonkundo float64 30.0%
londengese float64 30.0%
longando float64 30.0%
lontomba float64 30.0%
lothsua float64 30.0%
lotwa float64 30.0%
loyembe float64 30.0%
luba float64 30.0%
luba_lubangule float64 30.0%
lulua float64 30.0%
lunda float64 30.0%
lungu float64 30.0%
mabale float64 30.0%
makutu float64 30.0%
manianga float64 30.0%
manga float64 30.0%
manyanga float64 30.0%
mashi float64 30.0%
mbala float64 30.0%
mbanza float64 30.0%
mbanza_fula float64 30.0%
mbati float64 30.0%
mbole float64 30.0%
mboma float64 30.0%
mbuba float64 30.0%
mituku float64 30.0%
moko float64 30.0%
mongo float64 30.0%
mongando float64 30.0%
mongbandi float64 30.0%
mono float64 30.0%
mpama float64 30.0%
mpee float64 30.0%
nalengwe float64 30.0%
nande float64 30.0%
nanyembo float64 30.0%
ndembo float64 30.0%
ndibu float64 30.0%
ndo_tuki float64 30.0%
ngando float64 30.0%
ngbaka float64 30.0%
ngbaka_mabo float64 30.0%
ngbandi float64 30.0%
ngbundu float64 30.0%
ngbungbu float64 30.0%
ngelema float64 30.0%
ngengele float64 30.0%
ngoli float64 30.0%
ngombe float64 30.0%
ngwaka_minagende float64 30.0%
ngwandi float64 30.0%
nkundo float64 30.0%
nkutshu float64 30.0%
ntandu float64 30.0%
nunu float64 30.0%
nyali float64 30.0%
nyabwisha float64 30.0%
nyanga float64 30.0%
nyarwanda float64 30.0%
nyindu float64 30.0%
nzakara float64 30.0%
ohendo float64 30.0%
okela float64 30.0%
okutsu float64 30.0%
pakombe float64 30.0%
pazande float64 30.0%
pende float64 30.0%
piri float64 30.0%
popoyi float64 30.0%
portuguese float64 30.0%
probe float64 30.0%
pygmy float64 30.0%
sakata float64 30.0%
sanga float64 30.0%
sango float64 30.0%
songe float64 30.0%
songola float64 30.0%
suku float64 30.0%
swahili float64 30.0%
tabwa float64 30.0%
teke float64 30.0%
tembo float64 30.0%
tete_south float64 30.0%
tetela float64 30.0%
togba float64 30.0%
topoke float64 30.0%
tshibindi float64 30.0%
tshikete float64 30.0%
tshikwamputu float64 30.0%
tsihilualua float64 30.0%
tshiluba float64 30.0%
tshokwe float64 30.0%
tua float64 30.0%
tungwa float64 30.0%
urund float64 30.0%
vungu float64 30.0%
waria float64 30.0%
yaelima float64 30.0%
yaka float64 30.0%
yazi float64 30.0%
yanzi float64 30.0%
yogo float64 30.0%
yombe float64 30.0%
zande float64 30.0%
zela float64 30.0%
zimba float64 30.0%
zola float64 30.0%
other_languages float64 30.0%
population_total float64 0.5%
language_data object 0.0% Y, N, #meta+data+bool
data_confidence object 0.0% Low, #meta+confidence
notes object 61.6% Population is reflected in CD3206, language shares inherited from same., No statistical language data available., Population is reflected in CD8306, language shares inherited from same.
esa_source object 0.0%
esa_processed object 0.0%

Numeric Summary

Column Min Max Mean Median
primary_language_percentage_share 0.3 1.0 0.8377 0.9
alur 0.0 0.93 0.007 0.0
bakutshu 0.0 0.03 0.0002 0.0
balika 0.0 0.2 0.0015 0.0
balobo 0.0 0.25 0.0019 0.0
bandaka 0.0 0.076 0.0006 0.0
banunu 0.0 0.3 0.0023 0.0
bangala 0.0 0.95 0.0144 0.0
bango 0.0 0.68 0.0051 0.0
batabwa 0.0 0.3 0.0023 0.0
bati 0.0 0.28 0.0021 0.0
baloi 0.0 0.1 0.0008 0.0
bemba 0.0 0.7 0.006 0.0
bembe 0.0 0.7 0.0105 0.0
benge 0.0 0.05 0.0004 0.0

Curation

Raw data was downloaded from HDX via the CKAN API and converted to Parquet. Column names were lowercased and standardised to snake_case. Common missing-value markers (N/A, null, none, -, unknown, no data, #N/A) were unified to NaN. 181 column(s) were cast from string to numeric or datetime based on parse-success rate (>85% threshold). The dataset was split 80/20 into train and test partitions using a fixed random seed (42) and saved as Snappy-compressed Parquet.


Limitations

  • Data originates from CLEAR Global (previously Translators without Borders) and has not been independently validated by ESA.
  • Automated cleaning cannot correct for misreported values, definitional inconsistencies, or sampling bias in the original collection.
  • The following columns have >20% missing values and should be treated with caution in modelling: primary_language_percentage_share, alur, bakutshu, balika, balobo, bandaka, banunu, bangala....
  • Refer to the original HDX dataset page for the publisher's own methodology notes and caveats.

Citation

@dataset{hdx_africa_drc_languages,
  title     = {DRC: Languages},
  author    = {CLEAR Global (previously Translators without Borders)},
  year      = {2025},
  url       = {https://data.humdata.org/dataset/drc-languages},
  note      = {Repackaged for machine learning by Electric Sheep Africa (https://huggingface.co/electricsheepafrica)}
}

Electric Sheep Africa — Africa's ML dataset infrastructure. Lagos, Nigeria.

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