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id
int64 | title
string | label
string | url
string |
|---|---|---|---|
0 | 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 |
End of preview.
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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