Datasets:

JeunesseAfricaine
/

sheng_nlu

Unnamed: 0 int64 0 47	First_Intent_Prediction stringclasses 6 values	first_prediction_score float64 0.5 0.99	Second_Intent_Prediction stringclasses 6 values	second_prediction_score float64 0.01 0.5
0	informal	0.856551	clarification	0.143449
1	informal	0.832546	clarification	0.167454
2	informal	0.90471	clarification	0.09529
3	informal	0.587289	clarification	0.412711
4	informal	0.73058	clarification	0.26942
5	informal	0.841177	clarification	0.158823
6	informal	0.859767	clarification	0.140233
7	informal	0.929003	clarification	0.070997
8	informal	0.835482	clarification	0.164518
9	informal	0.904719	clarification	0.095281
10	informal	0.940773	clarification	0.059227
11	informal	0.864858	clarification	0.135142
12	informal	0.736702	clarification	0.263298
13	informal	0.934345	clarification	0.065655
14	informal	0.825123	clarification	0.174877
15	informal	0.785343	clarification	0.214657
16	informal	0.854446	clarification	0.145554
17	informal	0.917126	clarification	0.082874
18	informal	0.847336	clarification	0.152664
19	informal	0.852893	clarification	0.147107
20	informal	0.844377	clarification	0.155622
21	informal	0.894129	clarification	0.105871
22	informal	0.626843	clarification	0.373157
23	informal	0.684777	clarification	0.315223
24	informal	0.913093	clarification	0.086907
25	informal	0.931625	clarification	0.068375
26	informal	0.933296	clarification	0.066704
27	clarification	0.572512	informal	0.427488
28	informal	0.968119	clarification	0.031881
29	clarification	0.552095	informal	0.447905
30	informal	0.66485	clarification	0.33515
31	informal	0.734113	clarification	0.265887
32	informal	0.827239	clarification	0.172761
33	informal	0.839121	clarification	0.160879
34	informal	0.738293	clarification	0.261707
35	informal	0.732869	clarification	0.267131
36	informal	0.741367	clarification	0.258633
37	informal	0.706514	clarification	0.293486
38	informal	0.736357	clarification	0.263643
39	informal	0.925974	clarification	0.074026
40	clarification	0.75481	informal	0.24519
41	informal	0.961677	clarification	0.038323
42	informal	0.682248	clarification	0.317752
43	informal	0.767748	clarification	0.232252
44	informal	0.584446	clarification	0.415554
45	informal	0.987382	clarification	0.012618
46	informal	0.54054	clarification	0.45946
47	informal	0.766507	clarification	0.233493
0	affirm	0.591482	deny	0.408518
1	affirm	0.975608	deny	0.024392
2	deny	0.911756	affirm	0.088244
3	deny	0.747848	affirm	0.252152
4	deny	0.68218	affirm	0.31782
5	deny	0.778695	affirm	0.221305
6	affirm	0.562345	deny	0.437654
7	deny	0.960405	affirm	0.039595
8	deny	0.569952	affirm	0.430048
9	deny	0.892878	affirm	0.107122
10	deny	0.595252	affirm	0.404748
11	deny	0.67827	affirm	0.32173
12	deny	0.718301	affirm	0.281699
13	deny	0.540363	affirm	0.459637
14	deny	0.946322	affirm	0.053678
15	deny	0.638977	affirm	0.361023
16	deny	0.670978	affirm	0.329022
17	affirm	0.914503	deny	0.085497
18	affirm	0.726917	deny	0.273083
19	deny	0.590752	affirm	0.409248
20	deny	0.638424	affirm	0.361576
21	affirm	0.71839	deny	0.28161
22	affirm	0.782142	deny	0.217858
23	deny	0.567284	affirm	0.432716
24	affirm	0.857211	deny	0.142789
25	affirm	0.611449	deny	0.388551
26	deny	0.625133	affirm	0.374867
27	deny	0.812867	affirm	0.187133
28	deny	0.561708	affirm	0.438292
29	deny	0.748958	affirm	0.251042
30	deny	0.697597	affirm	0.302403
31	deny	0.530606	affirm	0.469394
32	affirm	0.901791	deny	0.098209
33	deny	0.941977	affirm	0.058023
34	deny	0.665297	affirm	0.334703
35	affirm	0.975805	deny	0.024195
36	affirm	0.931196	deny	0.068804
37	affirm	0.933668	deny	0.066332
38	deny	0.639675	affirm	0.360325
39	deny	0.502904	affirm	0.497096
40	deny	0.801325	affirm	0.198675
41	deny	0.520942	affirm	0.479058
42	affirm	0.711064	deny	0.288936
43	deny	0.618073	affirm	0.381927
44	deny	0.694691	affirm	0.305309
45	deny	0.671982	affirm	0.328018
46	deny	0.93551	affirm	0.06449
47	deny	0.627511	affirm	0.372489
0	informal	0.748293	courtesy	0.251707
1	informal	0.846057	courtesy	0.153943
2	informal	0.875898	courtesy	0.124102
3	informal	0.874596	courtesy	0.125404

End of preview. Expand in Dataset Viewer.

Common User Intentions

Greetings

Wasemaje
uko aje btw
oyah...
Form
Alafu niaje
Poa Sana Mambo
Niko poa
Pia Mimi Niko salama
Hope siku yako iko poa
Siko poa kabisa
Nimekuwa poa
Umeshindaje
Hope uko poa
uko poa
Sasa
Vipi vipi
Niko salama
..its been long.
Nko fiti
niko fiti
Nmeamka fity..
Vipi
Unasemaje
Aaaah...itakuaje sasaa..
.iz vipi..itakuaje..
Form ni gani bro...
iz vipi

Affirm

Hapo sawa...
Fty
sai
Hio si ni better hadi
Imebidi.
Eeeh mazee
mazeee
Fity fity
Oooh poapoa
Yap
Inakaa poa
Yeah itabidi
Ooooh...
Si ndo nadaaiii😅
Oooh sawa
Okay sawa basi
Venye utaamua ni sawa
Sawa wacha tungoje
lazima
apa umenena
Sawa basi
walai
Oooh
inaweza mbaya
itaweza mbaya
ni sawa
Iko poa
Iko tu sawa hivo
ilinbamba.
Nimemada
Btw hao ata mimi naona
but inaeleweka
pia mimi
iende ikiendaga
We jua ivo
Hata Mimi
Nataka
Ooh.
Chezea tu hapo
isorait
Ata yako ni kali
Ntaicheck out Leo
hmm. Okay
Mimi sina shida
ooooh io iko fity...
hii ni ngori
maze
sawa
banaa
Aaah kumbe
Safiii..
Sasawa
hio ni fityyy
Yeah nliona
Vizii...
Eeeeh nmekua naiona...
Yea
Haina nomA
katambe
accept basi
ni sawa
Issaplan
nmeget
nimedai tu
eeh
Hio ni poa
nadai sa hii
Eeeeh
mi nadai tu
firi
Hapo freshi

Deny

Sipendi
aih
Nimegive up
Yangu bado
siezi make
Sina😊
Haileti
Haiwezi
Io sikuwa nikwambie
Sikuwa
Wacha ata
ata sijui
Sijasema
Sijai
hiyo haiezi
Bado.
Uku tricks...
sidai
achana nayo
ziii
si fityy
Nimekataa Mimi
Sijui
Aiwezekani
Bado sioni

Courtesy

Imefika... shukran
Haina ngori
Inafaa hivo
Utakuwa umeniokolea manzee
Karibu
Nyc one
Hakuna pressure
Gai. Pole
Usijali I will
Nimekufeel hapo
Waah izaa
Pole lkn
Pole
plz
okay...pole
thanks for pulling up lkn..
shukran
Eeeeh nyc
Thanx for the info
Uko aje
haina pressure
eih, iko fiti.
vitu kama hizo
sahii

Asking clarification

check alafu unishow
Sasa msee akishabuy anafanya aje
Umeenda wapi
nlikuwa nadai
Nlikua nataka
Ulipata
leo jioni utakuwa?
uko
umelostia wapi?
ingine?
hii inamaanisha?
Wewe Sasa ni nani?
warrathos
kwani nisiende sasa
unadai zingine?
Kwani
Haiya...
Unadu?
inakuanga mangapiii...
Kuna nn
Nauliza
Hakuna kwanini
Nadai kujua what
Kwanini hakuna
Kwa nini hakuna
Uliniambia
Mbona
Nlikua nashangaa
Unadu nini
Oooh mara moja
Unaeza taka?
unaeza make?
Umeipata?
wapi kwingine tena
kuna yenye natafuta
Sijajua bado
Niko na ingine
ulikuwa unataka
ulinishow?
ulinsho
Umepata
Ata stage hakuna?
Huku hakuna kibandaski?
Sai ndio uko available
Ivo
Inaeza
Naeza
Btw, nikuulize
Uliza
hadi sa hii
Nauliza ndio nijue kama bado iko
Btw ile hoteli tulienda na wewe apo kiimbo huendangi?

Comedy

Ata kama
Wasikupee pressure
umeanza jokes
Ulisumbua sana
Unaeza niambia ivo
usinicheke
Hakuna😁😁kwanini
aki wewe.
naskia mpaka ulipiga sherehe
sio?
uko na kakitu
Aaaaii
.uko fity nayo..
icome through mbaya...

Small talk

Kuchil tu bana
Inafaa hivo
Acha niskizie
Skujua hii stuff
nacheza chini
hii imesink deep.
mi Niko
khai, gai, ghaiye
Woiye
ndo nmeland
Nimekuona
Kaaai
Nambie
bado nashangaa aliipull thru maze
Niambie
Najua uko kejani
Bado uko
Utakuwa sawa
Niko poa ata kama uniliacha hanging jana
issa deal
Walai io nilijua utasema
hujawai sahau hii
Sijajua bado
Ni maroundi tu
Enyewe imetoka mbali
Hadi nimekuwa Tao leo
Ni mnoma mbaya
Anyway mambo ni polepole
Imagine
Sina la kusema
Sai
Najua umeboeka

Resolute

Nataka leo
hayo ndo maisha Sasa
vile itakuja maze
Acha tu
Waaah Leo haiwezi
Ni sawa tu
Imeisha
Itabidi
siendagi
siezi kuangusha
nachangamkia hii
Weno ivi...
Hii price iko poa...

implore

but nimetry tena
aminia tu
Ebu try
Alafu
naona hufeel kuongea
Watu hawaongei?
Itabidi tu umesort
Naona huna shughuli yangu
tufanye pamoja
khai, gai, ghaiye
so kalunch
ama?
Sahii ni the best time
Kwanza sahii
hii weekend
Kaanza next weekend ni fity
this weekend
Acha ntacheki
izo sasa..
Acha tuone
So tunafikanga ivor morning mapemaa
naona uko rada
mapema kiasi
nimchapie niskie...
Naisaka walai

Bye

Ama kesho
Ngoja nta rudi baadaye
nacheki tu rada ya kesho
Nitakusort kesho morning
Ni hivo nimekafunga
nitakushow
Nextweek ndio inaeza
Ntakuchapia kama ntamake
Freshi

Sample Bot Responses

tulia tu hana mambo mob
si you know how we do it
Form ni gani
Oooh nmekuget
znaeza kupea stress
Hues make leo
nshow password
Nmeichangamkia design ya ngori
Oooh nmekuget...
ilicome through
Naisaka walai
kesho ntakuchapia
nichapie niskie
Aaaah..😅
Alafu ile story ya
Ooooh ebu ntasaka
Saa ngapi uko free..
Ama unasema ya
Safiii..naona uko rada
Ilkulemea🤣
Acha ntacheki
imeharibia form..
Nmeitafuta
Ndio nimeget
inaeza saidia mtu
Email yako ni gani
Wacha niangalie
nangoja ulipe
nimeshikika
Sawa tuma email
Kwani ulimwambia nini
Najua ata most of the time
mara most btw
Unajua tu ni risky
unadai tu niseme mi ni robot
kwanini
ndio usiulizwe
Ukiangalia niambie
Last time ukinipigia nilikuwa nimeenda kuoshwa
ikishaenda kwa mganga hairudi
Hata Mimi ni hayo mambo madogo madogo ndio imenieka.
We jua nafikirianga mingi ni venye zingine huwa sisemi
Na najua
unarelax
mm ata sko tensed
sahii ata ni risky
but ntakuchapia
oooh waah..
aaaah ata ww
hii si fityy
maze itabidi tudunde virtual
tunadunda wapiiii..
kwani sa mi ndo nafaa kumshow kila time coz this is not the first time namwambia🤦‍♀️
Wacha hizo.
Yeah niko hapa
Niko
Give me sometime.
Maze...nmecheza ki mimi
Uko busy
Chill kiasi
Wacha nikusort
ntakushow
looking for you hupatikani
Mnaniogopa ama
Wewe unapenda free
Nakusort sai chill mazee
Kiasi
relax mkubwa
Sahii uko sorted sindio
Ni juu
bringing the future to us
hiyo ni form yangu daily
Ata mimi sitaki ufala 😂
Imagine
Uko sawa
Uko sawa ama unaitaji ingine
ka unaeza
utanichapia tu
unasemaje lakini
Niulize
Uko na number
Ukiboeka wewe nitext
unadai sa hii ?
skuwa nimeona
Acha nicheki
Ni Friday bana
Niko chilled tu
Unadai aje.
Utanichapia basi
Umenyamaza sana bana
imekam through ama
Nategea umalize ndo nikushow ile form
Guidance tu kiasi
Tutadiscuss pia stori
Nakwelewa
tujue niaje
itaweza mbaya
Kuna hopes za kulearn

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Size of the auto-converted Parquet files:

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Number of rows:

336