Datasets:
Tasks:
Text Classification
Sub-tasks:
multi-label-classification
Multilinguality:
multilingual
Size Categories:
1K<n<10K
Language Creators:
crowdsourced
Annotations Creators:
expert-generated
Source Datasets:
original
ArXiv:
Tags:
hope-speech-detection
License:
cc-by-4.0
Dataset Preview
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| text (string) | label (class label) |
|---|---|
"Valle story iratte maathra"
| 0
(Not-Hope) |
"@10 R report madi avna"
| 0
(Not-Hope) |
"ಕಿಚ್ಚನ ಹುಡುಗ್ರು ವತಿಯಿಂದ all the best"
| 0
(Not-Hope) |
"Diya thumba chennagide ondu olle prayathna movie kone vargu sinimada ondu bhagavagi ondu olle feeling nalli movie na nodthidde but kone seen nijakku ishata aglilla tragidi ishtondu bekitta ellara manisige ishta ada adi na sayisbekitta so last seen nodida thakshna alliyavaregu idda feel pat antha Maya agi edenu heeg madudru ansuthe"
| 1
(Hope) |
"ಇದು ಚರಿತ್ರೆ ಸೃಷ್ಟಿಸೋ ಅವತಾರ"
| 1
(Hope) |
"@Ambrish Mallad modalu bere hero respect kododu kali amele maathadu gaandu kudlu ella adu Ella andkondu"
| 0
(Not-Hope) |
"1.4k dislikes from rashmika fans may be ..."
| 0
(Not-Hope) |
"@Sharath T urkondu sayri sulemakalla 1 year 3 blockbuster BOSS"
| 0
(Not-Hope) |
"ಒಬ್ಬ ನಾಯಕನ ಕಥೆಯಲ್ಲಿ ೨ ಯುದ್ದ ಬರುತ್ತೆ ಸಾನ್ವಿ ಬಂದ್ಮೇಲೆ ಒಂದು ಇನೊಂದು ಸಾನ್ವಿ ಹೋದಮೇಲೆ ಅವನೇ ಶ್ರೀಮನಾರಯನ್"
| 1
(Hope) |
"Togari tippa keli tumba santosh ayita matte old is gold antaralll adu nija ayita"
| 0
(Not-Hope) |
"GOOD LUCK FOR RAKSHIT SHETTY SIR AND HIS TEAM FRM KICCHA SUDEEP SIR FANS"
| 0
(Not-Hope) |
"@Nandi Parthasarathi ನಂದಿನಿ ಅವ್ರೆ ನಿಮ್ಮ ತುಲ್ಲುಗೆ ಗಬ್ಬು ವಾಸ್ನಿ"
| 0
(Not-Hope) |
"Nija. Never support communist party"
| 0
(Not-Hope) |
"Modlu ee chinese apps galna india dalli ban madbeku..."
| 0
(Not-Hope) |
"Yavalo bindu Gowda avulu Thu.......... Nan Ke................"
| 0
(Not-Hope) |
"ಇದು ಚರಿತ್ರೆ ಸೃಷ್ಟಿಸೋ ಅವತಾರ"
| 1
(Hope) |
"ಸೂಪರ್ ಬ್ರೋ"
| 1
(Hope) |
"ಟೀವಿ ನೈನ್ ಕನ್ನಡದಲ್ಲಿ ಈ ವಿಚಾರ ತೋರಿಸಿದ್ದಾರೆ"
| 0
(Not-Hope) |
"First hog film nodu. Amele yen bekadru comment madu."
| 0
(Not-Hope) |
"Song ಹೆಂಗೆ......ಹೌದು ಹುಲಿಯಾ..."
| 0
(Not-Hope) |
"Olledagli shankar sir yavduku tale kedskobedi olle life lead madtidira ha bagvanta nimge olledmadli"
| 1
(Hope) |
"yen song guru ...super"
| 1
(Hope) |
"Guru nakn enu madbekitu guru ninu avr ajji nam dhesha dalli uti a china desha ke utiro hange Madtare tu evr janmake est benki haka"
| 1
(Hope) |
"ಜೈ ಮೋರಿ ಜೈ ರೋಗಿ ಇಸ್ಲಾಂ ಸಾಯಿಸಿ ಇದೆ ಇವರ ಗುರಿ"
| 0
(Not-Hope) |
"ಪುಣ್ಯಕೋಟಿ ಮೂವಿ ಬರುವ ತನಕ ರಕ್ಷಿತ್ ಶೆಟ್ಟಿ ಯವರ ಮೂವಿ ವೇಟ್ ?"
| 1
(Hope) |
"Nange gottu ashwathama ellidane anta"
| 0
(Not-Hope) |
"ಸೂಪರ್ ಅಣ್ಣ"
| 1
(Hope) |
"@DACCHU D BOSS naanu adanne hudukta idini 🤔"
| 0
(Not-Hope) |
"Kelsa made dudedu duddu tandu kode"
| 0
(Not-Hope) |
"Karthiks Reddy ನಿಮ್ಮ ಉತ್ತರ ಆಂಗ್ಲ ಭಾಷೆಯಲ್ಲಿ ಇಲ್ವಾ ಅದೇ ಥರಾ"
| 1
(Hope) |
"ನನಗು same ಹಂಗೇ ಅನ್ನಿಸ್ತು;"
| 0
(Not-Hope) |
"🤣🤣 sakath guru"
| 0
(Not-Hope) |
"@Nandi Parthasarathi ಹಡಿತೀನಿ ಬಂದ್ರೆ ತುಲ್ಲರೆ no ಹಾಕೆ ಬೇವರ್ಸಿ"
| 0
(Not-Hope) |
"Anna en mast helde 100 plzzz innu innu publish Madi thukali tiktok ge end sigli"
| 0
(Not-Hope) |
"Super movie guru"
| 0
(Not-Hope) |
"Iddu benki"
| 0
(Not-Hope) |
"nam kangu kansli amele nambtivi"
| 0
(Not-Hope) |
"@Nandi Parthasarathi Loo Sisya nin Yello erodu"
| 0
(Not-Hope) |
"Eno Anna dool ebsi bitti alla comment boxnalli"
| 0
(Not-Hope) |
"Nijvaglu nivu tumbha great sir nimma antha ollevyakthi nodi devru idana antha prashne baruthe"
| 1
(Hope) |
"Tik tok beda namge"
| 0
(Not-Hope) |
"Dislike madidavaru dagar rashimka fans"
| 0
(Not-Hope) |
"Tiktok sede galu"
| 0
(Not-Hope) |
"100 days pacca"
| 1
(Hope) |
"Bisilu nadalli hola uluvavane nijavada raita"
| 1
(Hope) |
"Nemma anna antha barthane nodu avana hodibeku guru first Gubal Nan maga"
| 0
(Not-Hope) |
"ಅವನೇ ಶ್ರೀಮನ್ನಾರಾಯಣ ಚಿತ್ರಕ್ಕೆ ಶುಭವಾಗಲಿ"
| 1
(Hope) |
"ಎಲೆ ಅಡಿಕೆ ಅಕಂಡು ಉಗಿ ಗುರು"
| 0
(Not-Hope) |
"ಎರಡನೆ ಬಾಗ ಅಪ್ಲೋಡ್ ಮಾಡಿ"
| 1
(Hope) |
"Ayo mostly avarige samskruti bhase barutee ansathe"
| 0
(Not-Hope) |
"Nanu 2 weaks ninda huccha agbitidini boss song ge fiddha agbitidini"
| 1
(Hope) |
"Muchgond irappa Nim dharmad bagge nodkond sumne irinNam nambike bagge nimag yeke uri"
| 0
(Not-Hope) |
"Nandini Parthasarathi d bass ge jai"
| 0
(Not-Hope) |
"@Yash cult Guru lo guru bere heroes na support maadidre nin gantenaadru hoguttaa? Ellaa actors avre depore"
| 0
(Not-Hope) |
"May be after hamsaleka"
| 0
(Not-Hope) |
"Howdu bro app uninstall madudrea avrig amount hogodu kamiagutea plzzzzz uninstall Madi beavarce appp Adu thuuuuu"
| 0
(Not-Hope) |
"ಅಬ್ಬಾ ಎಂತಹ bgm"
| 1
(Hope) |
"Unlike ಮಾಡಿದವರು ರಶ್ಮಿಕಾ ಅಭಿಮಾನಿಗಳು...."
| 0
(Not-Hope) |
"Addu. Pubg alla. Guru. Sumney. Elbedda"
| 0
(Not-Hope) |
"Share madta idini"
| 0
(Not-Hope) |
"@Nandi Parthasarathi mars venus inda bartira"
| 0
(Not-Hope) |
"Hands up song ge"
| 0
(Not-Hope) |
"love mocktel kuda super ide"
| 0
(Not-Hope) |
"@KICCHA DHF n"
| 0
(Not-Hope) |
"Rakshith shetti luck like shankarnag"
| 0
(Not-Hope) |
"Super bro e nayiigulu erodrindane nam desha uddar agilla once again super bro"
| 1
(Hope) |
"ಯುದ್ಧ ಮಾಡಬೇಕು ಓದಬಾರದು ಕಟುಕರ ಮುಂದೆ ಭಗವದ್ಗೀತೆ ..."
| 1
(Hope) |
"Masth maga u tube channel nalli obba hudugana voice thara ede"
| 1
(Hope) |
"Super movie wow amazing ..."
| 0
(Not-Hope) |
"Guru deshgaande swantha picture tegeyo sule maga alla.. Yaav picture remake idhu🤔"
| 0
(Not-Hope) |
"Sathyavaglu movie maatra ulty"
| 0
(Not-Hope) |
"ಸೂಪರ್ ರಿ ಸರ್"
| 1
(Hope) |
"ಇದು ಸುಳ್ಳು ಚೀನಾ ಕಾರ್ಮಿಕರಿಗೆ ಗಂಟೆ ಲೆಕ್ಕದಲ್ಲಿ ಸಂಬಳ ಕೊಡುತ್ತಾರೆ"
| 1
(Hope) |
"ಸೂಪರ್ n.. ಮಠ ಸರ್ ದಾಡಿ ಬ್ಲಾಕ್ ಮಾಡಿರೋದು ಖುಷಿ ತಂದಿದೆ"
| 0
(Not-Hope) |
"Pade pade kelabeku anisutte....."
| 0
(Not-Hope) |
"Super sir super super super super"
| 1
(Hope) |
"Yanta jana brother nam deshakkoskara 1 app delete madoke agalva avarige"
| 0
(Not-Hope) |
"ದೇಶ ಕಾಯಕ್ಕೆ ಯೋಧ ಇರಬೇಕು ತೀರಿಪೆ ಶೋಕಿ ಮಾಡಿದವರಿಗೆ ಟ್ರೋಲ್ ಮಾಡೋರು ಇರಬೇಕು"
| 0
(Not-Hope) |
"Good job.. Goahead mahn"
| 0
(Not-Hope) |
"Super song.....with dance sakathagide"
| 0
(Not-Hope) |
"ಚಾಲೆಂಜಿಂಗ್ ಸ್ಟಾರ್ ದರ್ಶನ್ ಅಭಿಮಾನಿಗಳ ಕಡೆಯಿಂದ ಈ ಚಿತ್ರವು ಶತದಿನೋತ್ಸವ ಆಚರಿಸಲಿ ಎಂದು ಶುಭ ಕೋರುತ್ತೇವೆ ...............................ಚಿತ್ರದುರ್ಗ ಡಿ ಬಾಸ್ ಅಭಿಮಾನಿಗಳ ಬಳಗ"
| 1
(Hope) |
"D boss fans inda full support iden#jaidboss"
| 0
(Not-Hope) |
"So nice bro"
| 1
(Hope) |
"Rakshit movie success party Elli maadbekanta iddiri??"
| 0
(Not-Hope) |
"Amazing song!..... Mind blowing.......!"
| 0
(Not-Hope) |
"Supeeeeeeeeeeeeeeeer .................. nam ajjii held nenap"
| 0
(Not-Hope) |
"super bro"
| 1
(Hope) |
"Sakkataag baididiya guru"
| 0
(Not-Hope) |
"Kelsa yavdadrenu maadu guru"
| 0
(Not-Hope) |
"Sir neev adthidda game yavdu"
| 0
(Not-Hope) |
"@Nandi Parthasarathi ನಿ ಹಾದರಗಿತ್ತಿ"
| 0
(Not-Hope) |
"ಹೊಲಸ ರಾಜಕಿಯ ದಿಂದ ನಮ್ಮ ದೆಶ ಅದಕ್ಕೆ ಹಿಂದ ಉಳಿದಿದೆ"
| 1
(Hope) |
"Yav kaldan mare nin"
| 0
(Not-Hope) |
"ಚಳಿಗಾಲದಲ್ಲಿ ಹೆಂಡ್ತೀನ ಬಿಟ್ಟಂಗಾಗಿದೆ Tik tokers ಸ್ಥಿತಿ Like a ಹೀಟ್ ಗೆ ಬಂದಿರೋ ನಾಯಿ ತರ"
| 0
(Not-Hope) |
"@Rohith K le nin dagar bandli agtavne modlu kudlu olskoloke yelu ella nin avnu musodilla🤣🤣"
| 0
(Not-Hope) |
"NANGOOO KOODA...🤩nNAN UTUBE NALLI NODIDE..."
| 0
(Not-Hope) |
"SUPERB SONG ........."
| 1
(Hope) |
"@Rajashekar Khandare ಕ್ರಷ್ಣನೇ ಶಾಪ ಕೊಡುವುದು ...ಮಯ್ಯಲ್ಲಿ ಕೀವು ತುಂಬಿ ಚಿರಂಜೀವಿ ಆಗಿ ತಿರುಗಾಡುತ್ತಾ ಇರು ಅಂತ...."
| 0
(Not-Hope) |
"I'm sensing Rango like story"
| 0
(Not-Hope) |
"Kiccha fans kade inda congratulations pajju"
| 0
(Not-Hope) |
End of preview (truncated to 100
rows)
Dataset Card for KanHope
Dataset Summary
KanHope dataset is a code-mixed Kannada-English dataset for hope speech detection. All texts are scraped from the comments section of YouTube. The dataset consists of 6,176 user-generated comments in code mixed Kannada scraped from YouTube and manually annotated as bearing hope speech or Not-hope speech.
Supported Tasks and Leaderboards
This task aims to detect Hope speech content of the code-mixed dataset of comments/posts in Dravidian Languages ( Kannada-English) collected from social media. The comment/post may contain more than one sentence, but the average sentence length of the corpora is 1. Each comment/post is annotated at the comment/post level. This dataset also has class imbalance problems depicting real-world scenarios.
Languages
Code-mixed text in Dravidian languages (Kannada-English).
Dataset Structure
Data Instances
An example from the Kannada dataset looks as follows:
| text | label |
|---|---|
| ��������� ��ͭ� heartly heltidini... plz avrigella namma nimmellara supprt beku | 0 (Non_hope speech) |
| Next song gu kuda alru andre evaga yar comment madidera alla alrru like madi share madi nam industry na next level ge togond hogaona. | 1 (Hope Speech) |
Data Fields
Kannada
text: Kannada-English code mixed comment.label: integer from either of 0 or 1 that corresponds to these values: "Non_hope Speech", "Hope Speech"
Data Splits
| train | validation | test | |
|---|---|---|---|
| Kannada | 4941 | 618 | 617 |
Dataset Creation
Curation Rationale
Numerous methods have been developed to monitor the spread of negativity in modern years by eliminating vulgar, offensive, and fierce comments from social media platforms. However, there are relatively lesser amounts of study that converges on embracing positivity, reinforcing supportive and reassuring content in online forums.
Source Data
Initial Data Collection and Normalization
[Needs More Information]
Who are the source language producers?
Youtube users
Annotations
Annotation process
[Needs More Information]
Who are the annotators?
[Needs More Information]
Personal and Sensitive Information
[Needs More Information]
Considerations for Using the Data
Social Impact of Dataset
[Needs More Information]
Discussion of Biases
[Needs More Information]
Other Known Limitations
[Needs More Information]
Additional Information
Dataset Curators
[Needs More Information]
Licensing Information
[Needs More Information]
Citation Information
@misc{hande2021hope,
title={Hope Speech detection in under-resourced Kannada language},
author={Adeep Hande and Ruba Priyadharshini and Anbukkarasi Sampath and Kingston Pal Thamburaj and Prabakaran Chandran and Bharathi Raja Chakravarthi},
year={2021},
eprint={2108.04616},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
Contributions
Thanks to @adeepH for adding this dataset.
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