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uyazethemba umfundi odlule ebunzimeni
economy, business and finance
http://www.iol.co.za/isolezwe/uyazethemba-umfundi-odlule-ebunzimeni-2088866
1
akulungiswe isimo kungakonakali mbeki
politics
http://www.iol.co.za/isolezwe/akulungiswe-isimo-kungakonakali-mbeki-2088850
2
ubukhazikhazi kushadelwa u kg
lifestyle and leisure
http://www.iol.co.za/isolezwe/ubukhazikhazi-kushadelwa-u-kg-2089854
3
ubezivikela oshise iphoyisa ngepharishi
crime, law and justice
http://www.iol.co.za/isolezwe/ubezivikela-oshise-iphoyisa-ngepharishi-2078609
4
zingase ziwushaye kuminnie dlamini
arts, culture, entertainment and media
http://www.iol.co.za/isolezwe/zingase-ziwushaye-kuminnie-dlamini-2096195
5
isenzo sokhozi sikhalise abaculi
arts, culture, entertainment and media
http://www.iol.co.za/isolezwe/isenzo-sokhozi-sikhalise-abaculi-2096439
6
ubegadiwe kokasfiso owemoto ka
religion and belief
http://www.iol.co.za/isolezwe/ubegadiwe-kokasfiso-owemoto-ka-r19m-2096179
7
ukatsande ukhule esebenza epulazini
sport
http://www.iol.co.za/isolezwe/ukatsande-ukhule-esebenza-epulazini-2096096
8
utinkler uncoma abadlali ngokuzimisela
sport
http://www.iol.co.za/isolezwe/utinkler-uncoma-abadlali-ngokuzimisela-2096187
9
i popcru ikhathazekile ngezokuphepha emajele
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/i-popcru-ikhathazekile-ngezokuphepha-emajele-7285814
10
ezokungcebeleka/utrevor noah nengxoxo ekhethekile nobarack obama
politics
http://www.iol.co.za/isolezwe/ezokungcebeleka/utrevor-noah-nengxoxo-ekhethekile-nobarack-obama-2096189
11
bevile ku ababhubhe ezingozini
disaster, accident and emergency incident
http://www.iol.co.za/isolezwe/izindaba/bevile-ku-800-ababhubhe-ezingozini-7285763
12
sebeshaywe ngesithende abaholi benfp
politics
http://www.iol.co.za/isolezwe/izindaba/sebeshaywe-ngesithende-abaholi-benfp-7285810
13
ezemidlalo/abamethusi abadlali abaziwayo
sport
http://www.iol.co.za/isolezwe/ezemidlalo/abamethusi-abadlali-abaziwayo-2096446
14
ushadise amadodakazi kanye kanye
religion and belief
http://www.iol.co.za/isolezwe/ushadise-amadodakazi-kanye-kanye-2095836
15
kube mnyama kwezimnyama
sport
http://www.iol.co.za/isolezwe/kube-mnyama-kwezimnyama-2096313
16
kusenele isiboshwa sodumo lokweqa emajele
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/kusenele-isiboshwa-sodumo-lokweqa-emajele-7286153
17
wayengumfundi oqotho unoma
arts, culture, entertainment and media
http://www.iol.co.za/isolezwe/wayengumfundi-oqotho-unoma-2095009
18
i anc iphawula ngecala likagordhan
politics
http://www.iol.co.za/isolezwe/i-anc-iphawula-ngecala-likagordhan-2078975
19
udu boiz uqopha nomrepha wase us
arts, culture, entertainment and media
http://www.iol.co.za/isolezwe/udu-boiz-uqopha-nomrepha-wase-us-2078960
20
akukho uzuma angakuxolisela anc
politics
http://www.iol.co.za/isolezwe/akukho-uzuma-angakuxolisela-anc-2078970
21
udutshulwe esontweni umfundisi
crime, law and justice
http://www.iol.co.za/isolezwe/udutshulwe-esontweni-umfundisi-2078968
22
uzuma usola umadonsela ngokuhambisa ngesinxele
politics
http://www.iol.co.za/isolezwe/uzuma-usola-umadonsela-ngokuhambisa-ngesinxele-2078624
23
sihlaziya umnotho kusazobhimba impela uma kukhulunywa ngezomnotho
politics
http://www.iol.co.za/isolezwe/izindaba/sihlaziya-umnotho-kusazobhimba-impela-uma-kukhulunywa-ngezomnotho-7377728
24
uphuze owokukhipha idliso washona
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/uphuze-owokukhipha-idliso-washona-7489986
25
umalema ukhwele wadilika kuzuma
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/umalema-ukhwele-wadilika-kuzuma-7356195
26
abatokile bashaye abashushisi ngezihlalo
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/abatokile-bashaye-abashushisi-ngezihlalo-7490702
27
uhleka yedwa unina wesiboshwa esiyisiqengqe
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/uhleka-yedwa-unina-wesiboshwa-esiyisiqengqe-7404427
28
usesitokisini osolwa ngokubulala usana
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/usesitokisini-osolwa-ngokubulala-usana-7355174
29
isixakaxaka ibandla libanga imali kamotsepe
religion and belief
http://www.iol.co.za/isolezwe/izindaba/isixakaxaka-ibandla-libanga-imali-kamotsepe-7410356
30
umkhize uphika ukuthi ufuna esokuba yiphini likaramaphosa
politics
http://www.iol.co.za/isolezwe/izindaba/umkhize-uphika-ukuthi-ufuna-esokuba-yiphini-likaramaphosa-7377587
31
ushone ebalisa ulundi ngesithombe sakhe egula
arts, culture, entertainment and media
http://www.iol.co.za/isolezwe/izindaba/ushone-ebalisa-ulundi-ngesithombe-sakhe-egula-7542534
32
kugxekwe oshuthe eselibeni likancwane
society
http://www.iol.co.za/isolezwe/izindaba/kugxekwe-oshuthe-eselibeni-likancwane-7501559
33
wenze ezibukwayo owafeyila matric ngo
society
http://www.iol.co.za/isolezwe/izindaba/wenze-ezibukwayo-owafeyila---matric-ngo-2010-7349814
34
uvalo kubulawa indodana yenduna ebisongelwa
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/uvalo-kubulawa-indodana-yenduna-ebisongelwa-7558290
35
ubebaleka owengozi yabafundi
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/ubebaleka-owengozi-yabafundi-7385300
36
uyaxolisa ohlale ethuneni likancwane
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/uyaxolisa-ohlale-ethuneni-likancwane-7509486
37
bagcwale isibhedlela abangu abadle inyama yenkomo
health
http://www.iol.co.za/isolezwe/izindaba/bagcwale-isibhedlela-abangu-50-abadle-inyama-yenkomo-7549022
38
ukujiya kocansi nenselelo kubefundisi
society
http://www.iol.co.za/isolezwe/izindaba/ukujiya-kocansi-nenselelo-kubefundisi-7433047
39
uqophe igama lakhe emlandweni wesikole ku matric
education
http://www.iol.co.za/isolezwe/izindaba/uqophe-igama-lakhe-emlandweni-wesikole-ku-matric-7349901
40
uyofundela ubudokotela obelusa izinkomo
education
http://www.iol.co.za/isolezwe/izindaba/uyofundela-ubudokotela-obelusa-izinkomo-7355256
41
itwetwe ngodlame eglebelands
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/itwetwe-ngodlame-eglebelands-7510261
42
ama aquarian angabantu babantu
education
http://www.iol.co.za/isolezwe/izindaba/ama-aquarian-angabantu-babantu-7510480
43
umhlaziyi ubona uradebe ekulungele ukuba wumengameli
politics
http://www.iol.co.za/isolezwe/izindaba/umhlaziyi-ubona-uradebe-ekulungele-ukuba-wumengameli-7483231
44
unqaba inhlawulo ngodlwenguliwe
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/unqaba-inhlawulo-ngodlwenguliwe-7544042
45
akafunwa endaweni osolwa ngokucwasa
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/akafunwa-endaweni-osolwa-ngokucwasa-7385354
46
aseqalile ukudayisa amasheya kareddy
economy, business and finance
http://www.iol.co.za/isolezwe/izindaba/aseqalile-ukudayisa-amasheya-kareddy-7512270
47
ayaphela amanzi kwezakhele owetheku
society
http://www.iol.co.za/isolezwe/izindaba/ayaphela-amanzi-kwezakhele-owetheku-7490713
48
uvuke isha imoto yakhe umdlali webucs
sport
http://www.iol.co.za/isolezwe/izindaba/uvuke-isha-imoto-yakhe-umdlali-webucs-7325665
49
umsindonge anc awukapheli
politics
http://www.iol.co.za/isolezwe/izindaba/umsindonge-anc-awukapheli-7558725
50
kuxwayiswa abazongena enyuvesi nonyaka
education
http://www.iol.co.za/isolezwe/izindaba/kuxwayiswa-abazongena-enyuvesi-nonyaka-7325672
51
ngicela uqhubinja angifake ohlwini lwabantu azobondla ngeso lika volovolo
arts, culture, entertainment and media
http://www.iol.co.za/isolezwe/izindaba/ngicela-uqhubinja-angifake-ohlwini-lwabantu-azobondla---ngeso-lika-volovolo-7501550
52
inceku ephuzisa abantu amafutha ezimoto
religion and belief
http://www.iol.co.za/isolezwe/izindaba/inceku-ephuzisa-abantu-amafutha-ezimoto-7433031
53
usola osonhlalakahle owaphucwa izingane
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/usola-osonhlalakahle-owaphucwa-izingane-7558580
54
i ancyl ixolisile ngekusho ngogordhan
politics
http://www.iol.co.za/isolezwe/izindaba/i-ancyl-ixolisile-ngekusho-ngogordhan-7501415
55
ugqugquzela abanye ngencwadi
society
http://www.iol.co.za/isolezwe/izindaba/ugqugquzela-abanye-ngencwadi-7811169
56
basola amaphoyisa kufa usomatekisi
crime, law and justice
http://www.isolezwe.co.za/izindaba/basola-amaphoyisa-kufa-usomatekisi-16522268
57
uvule isikhungo sokwelapha esihlukile
health
http://www.iol.co.za/isolezwe/izindaba/uvule-isikhungo-sokwelapha-esihlukile-7518634
58
kuvulwe kabi kushona izingane ezine engozini
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/kuvulwe-kabi-kushona-izingane-ezine-engozini-7385297
59
odokotela bantula imisebenzi ekzn
health
http://www.iol.co.za/isolezwe/izindaba/odokotela-bantula-imisebenzi-ekzn-7410455
60
ujika nelanga obezofunda edut
education
http://www.iol.co.za/isolezwe/izindaba/ujika-nelanga-obezofunda-edut-7846172
61
kushe imizi emlaza ngenxa yobulelesi
conflict, war and peace
http://www.iol.co.za/isolezwe/izindaba/kushe-imizi-emlaza-ngenxa-yobulelesi-7952970
62
isikhwele isosha libulala umlamu
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/isikhwele-isosha-libulala-umlamu-7575016
63
baceba ukuduba imidlalo yebucs
sport
http://www.iol.co.za/isolezwe/izindaba/baceba-ukuduba-imidlalo-yebucs-7751289
64
abantu abazilungiselele ngoba intela ingase inyuke ungoti
politics
http://www.iol.co.za/isolezwe/izindaba/abantu-abazilungiselele-ngoba-intela-ingase-inyuke---ungoti-7807037
65
ugwetshiwe umkhulu obedlwengula abazukulu
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/ugwetshiwe-umkhulu-obedlwengula-abazukulu-7584833
66
kusuke konakele uma ungachami
health
http://www.iol.co.za/isolezwe/izindaba/kusuke-konakele-uma-ungachami-7972421
67
igoqiwe imicimbi yombutho wamasosha
human interest
http://www.iol.co.za/isolezwe/izindaba/igoqiwe-imicimbi-yombutho-wamasosha-7875245
68
ubolele ekhaya labantu abadala
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/ubolele-ekhaya-labantu-abadala-7647597
69
usola amaphoyisa umndeni wowasikwa amabele
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/usola-amaphoyisa-umndeni-wowasikwa-amabele-7663597
70
bayanda abesifazane abalala nendoda zisuka
society
http://www.iol.co.za/isolezwe/izindaba/bayanda-abesifazane-abalala-nendoda-zisuka-7679775
71
kuvuke iminjunju uyise edubula abafowabo
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/kuvuke-iminjunju-uyise-edubula-abafowabo-7874349
72
ukhala ngomsamu olahlwe elokudlwengula
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/ukhala-ngomsamu-olahlwe-elokudlwengula-7584859
73
isexwayiso kubantu ngamabhanoyi
economy, business and finance
http://www.iol.co.za/isolezwe/izindaba/isexwayiso-kubantu-ngamabhanoyi-7584820
74
imukelwe ngo elethu imali ugordhan ayabele i ecd
education
http://www.iol.co.za/isolezwe/izindaba/imukelwe-ngo-elethu-imali-ugordhan-ayabele-i-ecd-7925782
75
owe anc ugoloza nehhovisi lomphakathi
politics
http://www.iol.co.za/isolezwe/izindaba/owe-anc-ugoloza-nehhovisi-lomphakathi-7639114
76
lingase livalwe ibhishi labanqunu
society
http://www.iol.co.za/isolezwe/izindaba/lingase-livalwe-ibhishi-labanqunu-7926148
77
bafuna ajeze obengungqongqoshe
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/bafuna-ajeze-obengungqongqoshe-7584974
78
kusenezithiyo kuleli ekuhushuleni isisu
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/kusenezithiyo-kuleli-ekuhushuleni-isisu-7860013
79
alokhu evaliwe amathuna eseventini
human interest
http://www.iol.co.za/isolezwe/izindaba/alokhu-evaliwe-amathuna-eseventini-7638949
80
i anc ifuna kuhlakazwe izifundazwe
politics
http://www.iol.co.za/isolezwe/izindaba/i-anc-ifuna-kuhlakazwe-izifundazwe-7832086
81
udubule amadodana ngoba kubangwa ugandaganda
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/udubule-amadodana-ngoba-kubangwa-ugandaganda-7859170
82
alichume isiko lokufunda ebantwini
education
http://www.iol.co.za/isolezwe/izindaba/alichume-isiko-lokufunda-ebantwini-7894893
83
isabelo sezimali sihlasela ukungalingani ezweni
economy, business and finance
http://www.iol.co.za/isolezwe/izindaba/isabelo-sezimali-sihlasela-ukungalingani-ezweni-7937717
84
isibalo sabaxhaswe yinsfas
education
http://www.iol.co.za/isolezwe/izindaba/isibalo-sabaxhaswe-yinsfas-7832076
85
uphume engenamyocu engozini
disaster, accident and emergency incident
http://www.iol.co.za/isolezwe/izindaba/uphume-engenamyocu-engozini-7575275
86
umthengi unelungelo lokukhala ngolimi lwakhe
society
http://www.iol.co.za/isolezwe/izindaba/umthengi-unelungelo-lokukhala-ngolimi-lwakhe-7639118
87
wenze ingozi ebalekela osomatekisi
disaster, accident and emergency incident
http://www.iol.co.za/isolezwe/izindaba/wenze-ingozi-ebalekela-osomatekisi-7639116
88
ukugxamalaza kwezikhulu zepsl kuyinkinga enkulu ebholeni lakithi
society
http://www.iol.co.za/isolezwe/izindaba/ukugxamalaza-kwezikhulu-zepsl-kuyinkinga-enkulu-ebholeni-lakithi-7832072
89
gwema ukuhlanza ubusonsukuzonke ngezihlanzabuso
health
http://www.iol.co.za/isolezwe/izindaba/gwema-ukuhlanza-ubusonsukuzonke-ngezihlanzabuso-7769415
90
kulimale umfundi empini yezigceme
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/kulimale-umfundi-empini-yezigceme-7846486
91
ubhuquza ekhaya umfundi oxoshelwe ukuba yisitabane
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/ubhuquza-ekhaya-umfundi-oxoshelwe-ukuba-yisitabane-7663566
92
ugwazwe yizigebengu zifuna iselula
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/ugwazwe-yizigebengu-zifuna-iselula-7752874
93
sehlise ulaka isishingishane esingudineo
weather
http://www.iol.co.za/isolezwe/izindaba/sehlise-ulaka-isishingishane-esingudineo-7832092
94
ezinye izinyathelo kolomfundi owaxoshelwa ubutabane
society
http://www.iol.co.za/isolezwe/izindaba/ezinye-izinyathelo-kolomfundi-owaxoshelwa-ubutabane-7751949
95
imqoka inkululeko kuma aquarian
religion and belief
http://www.iol.co.za/isolezwe/izindaba/imqoka-inkululeko-kuma-aquarian-7682595
96
ifindo lomshado ngeke lisombulule inkinga yomuntu
human interest
http://www.iol.co.za/isolezwe/izindaba/ifindo-lomshado-ngeke-lisombulule-inkinga-yomuntu-7788676
97
imeya nohlelo lokulwa namaphara
labour
http://www.iol.co.za/isolezwe/izindaba/imeya-nohlelo-lokulwa-namaphara-7894894
98
kuqhume iqupha kubangwa izevatho
crime, law and justice
http://www.iol.co.za/isolezwe/izindaba/kuqhume-iqupha-kubangwa-izevatho-7712969
99
ubabaza umoya wobumbano umaluleka
sport
http://www.iol.co.za/isolezwe/izindaba/ubabaza-umoya-wobumbano-umaluleka-7769409

The "all-categories" version of https://huggingface.co./datasets/dsfsi/za-isizulu-siswati-news for isizulu news.

Purpose

The paper uses 5-fold cross validation to train models, so here all data is put in the train split.

The original dataset was not loadable at the time by calling the following:

from datasets import load_dataset
dataset = load_dataset("dsfsi/za-isizulu-siswati-news")
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