Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
multi-class-classification
Languages:
English
Size:
1K - 10K
License:
Dataset Viewer
Rating
stringclasses 14
values | Text
stringlengths 12
295
|
|---|---|
7.5
|
You 're gon na go far , kid - The Offspring : Catchy song , very punk rock . Super energetic and aggressive , almost a call to arms of sorts
|
7.5
|
You're gonna go far, kid - The Offspring: Catchy song, very punk rock. Super energetic and aggressive, almost call toa rms of sorts
|
7.5
|
You will go far, boy - The Offspring: catchy song, very punk rock. Super energetic and aggressive, almost a call for weapons of the kind
|
7.5
|
You're gonna go far, kid - The Offspring
|
7.5
|
You 're gon na go far , chaff kid - The Offspring : Catchy song , very punk rock . Super energetic and aggressive , almost a call to arms of sorts
|
7.5
|
You're gonna go far, kid - The Offspring: Catchy song, ver ypunk rock. Super energetic an daggressive, almost a call to arms of sorts
|
7.5
|
You will go far, boy - The Offspring: catchy song, very punk rock. Super energetic and aggressive, almost a call for weapons of the kind
|
7.5
|
You're gonna go far, kid - The Offspring
|
7.5
|
You 're gon na go far , kid - The Offspring : Catchy song sorts very punk rock . Super energetic and aggressive , almost a call to arms of ,
|
7.5
|
You're gonna go far, kid - The Ofspring: Catchy song, very punk rock. Super energetic and aggressive, almost a call torams of sorts
|
7.5
|
You will go far, boy - The Offspring: catchy song, very punk rock. Super energetic and aggressive, almost a call for weapons of the kind
|
7.5
|
You're gonna go far, kid - The Offspring
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8
|
Misery Business - Paramore : Emo rock classic . gravid vocal performance , extremely energetic . It take an iconic chorus that transcends generations
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8
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Misery Business - Paramore: Eo rock classic. Great vocal performance, extremely energetic. It has n iconic chorus that transcends generations
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8
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Misery Business - Paramore: Emo Rock Classics. Great vocal performance, extremely energetic. It has an iconic choir that exceeds generations
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8
|
Misery Business - Paramore
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8
|
Misery Business - Paramore : Emo rock classical classic . Great vocal performance , extremely energetic . It has an iconic chorus that transcends generations
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8
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Misery Business - Paramore: Emo rock classic Great vocal performance,e xtremely nergteic. I has an ionic chorus that transcends generations
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8
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Misery Business - Paramore: Emo Rock Classics. Great vocal performance, extremely energetic. It has an iconic choir that exceeds generations
|
8
|
Misery Business - Paramore
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8
|
Misery Business - Paramore : Emo rock classic . Great vocal performance , extremely energetic . It has an iconic chorus that transcends generations
|
8
|
Misery Busniess - Paramore: Emo rock classic. Great vocal performance, extremely energetic. It has an iconic chorus thatt ranscends generations
|
8
|
Misery Business - Paramore: Emo Rock Classics. Great vocal performance, extremely energetic. It has an iconic choir that exceeds generations
|
8
|
Misery Business - Paramore
|
8.5
|
Redbone - Childish Gambino : Soulful , wonderful vocal performance . A really simple instrumental , that allows Gambino 's voice to really shine . It 's different from thanks prior to , but it works his work its vibe
|
8.5
|
Redbone - Childish Gambio: Soulful, wonderful vocal prformance. A really simpl einstrumental, that allows Gambino's voice to really shine. It's different from his prior work but it works thanks to its vibe
|
8.5
|
Redbone - Childish Gambino: Soulful, wonderful vocal performance. A really simple instrumental that makes Gambino's voice really shine. It's different from his previous work, but it works thanks to his vibe
|
8.5
|
Redbone - Childish Gambino
|
8.5
|
- Childish Gambino : Soulful , wonderful vocal . A really simple instrumental , that allows Gambino 's voice to really shine It 's different from his prior work , but it works its
|
8.5
|
Redbone - Childish Gambino: Soulful, wonderful vocal performance. A really simple isntrumenta,l that allows Gamibno's voice to really shine. It's different from his prio work, but it works thanks to its vibe
|
8.5
|
Redbone - Childish Gambino: Soulful, wonderful vocal performance. A really simple instrumental that makes Gambino's voice really shine. It's different from his previous work, but it works thanks to his vibe
|
8.5
|
Redbone - Childish Gambino
|
8.5
|
Redbone - Childish Gambino : Soulful , wonderful vocal performance . thanks really simple instrumental , that allows Gambino 's voice it really shine . It 's different from his prior work , but to works A to its vibe
|
8.5
|
Redbone - Childish Gambino: Soulful, wonderful vocal performance. A really simple instrmuental, that allows Gamibno's voice to really shine. It's different from his prior work, bu it works thanks to its vibe
|
8.5
|
Redbone - Childish Gambino: Soulful, wonderful vocal performance. A really simple instrumental that makes Gambino's voice really shine. It's different from his previous work, but it works thanks to his vibe
|
8.5
|
Redbone - Childish Gambino
|
7
|
Ode to the Mets - The Strokes : Incredible nearer for an album , it has a really nice behind build . Starts off a bit drill , but really picks up midway and gets incredible towards the end . Amazing vocal functioning
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7
|
Ode to the Mets - The Strokes: Incredible closer for an album, it has a reall yice slow build. Starts off a bit boring, but really picks up midwa yand gets incredible towards the end. Amazin vocal erformance
|
7
|
Ode to the Mets - The Strokes: Incredibly closer to an album, it has a really nice slow setup. Begins a bit boring, but really takes to the middle and becomes incredibly towards the end. Amazing vocal performance
|
7
|
The Strokes
|
7
|
Ode to the Mets - The : Incredible closer for an album , it has a really nice slow build . Starts off a bit boring , but really picks up midway and gets incredible towards the end . Amazing vocal performance
|
7
|
Ode to the Mets - The Strokes: Incredible closer for an labum, it has a really nice slow build. Starts off a bit boring, but really picks pmidway and gets incredible towards the end. Amazing vcoal performance
|
7
|
Ode to the Mets - The Strokes: Incredibly closer to an album, it has a really nice slow setup. Begins a bit boring, but really takes to the middle and becomes incredibly towards the end. Amazing vocal performance
|
7
|
The Strokes
|
7
|
Ode to the Mets - The Strokes : Incredible closer an album , it has a really nice slow build . Starts off a bit boring , but really picks up midway and gets incredible towards end . Amazing vocal performance
|
7
|
Ode to the Mets - The Strokes: Incrdible closer for an album, it has a really nice slow build. Starts off a bit boring, but really picks up midway adn gest incredible towrds the end. Amazing vocal performance
|
7
|
Ode to the Mets - The Strokes: Incredibly closer to an album, it has a really nice slow setup. Begins a bit boring, but really takes to the middle and becomes incredibly towards the end. Amazing vocal performance
|
7
|
The Strokes
|
8
|
Perfect Circle - Nujabes : Really chill piece . Catchy , and a nice vibe , but not one of Nujabes ' most iconic works . Lacks some of the energy from his more famous work
|
8
|
Perfect Circle - Nujabes: Really chill instrumental piece. Catchy, and a nicer elaxing vibe, but not one of Nujabes' most iconic works. Lcaks some of the energy from his more famous work
|
8
|
Perfect Circle - Nujabes: Really cool instrumental piece. Catchy, and a beautiful relaxing atmosphere, but not one of Nujabes' most iconic works. Missing some of the energy from his famous work
|
8
|
Perfect Circle - Nujabes
|
8
|
Perfect Circle - Nujabes : truly chill implemental piece . Catchy , and a nice relaxing vibe , but not one of Nujabes ' most iconic works . want some of the energy from his more famous work
|
8
|
Perfect Circle - Nujabes: Really chill instruemntal piece. Catchy, and a nice relaxing vibe, but not one of Nujabe's most iconic works. Laks some of the energy from his more famous work
|
8
|
Perfect Circle - Nujabes: Really cool instrumental piece. Catchy, and a beautiful relaxing atmosphere, but not one of Nujabes' most iconic works. Missing some of the energy from his famous work
|
8
|
Perfect Circle - Nujabes
|
8
|
Perfect Circle - Nujabes : Really chill instrumental piece . Catchy , and a nice relaxing , but not one of Nujabes ' most iconic works . Lacks some of the energy from his more famous work
|
8
|
Perect Circle - Nujabse: Really chill instrumental piece. Catchy, and a nice relaxing vibe, but not one of Nujabes' most iconic works. Lacks some of the energy from his more famous work
|
8
|
Perfect Circle - Nujabes: Really cool instrumental piece. Catchy, and a beautiful relaxing atmosphere, but not one of Nujabes' most iconic works. Missing some of the energy from his famous work
|
8
|
Perfect Circle - Nujabes
|
6.5
|
There 's Still a Light In The House - vale - Pleasant alternative rock tune , with a catchy chorus . non incredibly noteworthy , merely a plasant listen . Great song for a roadtrip
|
6.5
|
There's Still a Light In The House - Valey - Pleasant alternative rock tune, with a catchy chorus. Not incredibly noteworthy, but a plasant listen. Great song for aroadtrip
|
6.5
|
There's Still a Light In The House - Valley - Pleasant alternative rock melody, with a catchy chorus. Not incredibly remarkable, but a plasant listen. Great song for a road trip
|
6.5
|
There's Still a Light In The House - Valley - Pleasant alternative rock tune, with a catchy chorus.
|
6.5
|
There 's withal a Light In The household - Valley - Pleasant alternative rock tune , with a catchy chorus . Not fabulously noteworthy , but a plasant listen . Great song for a roadtrip
|
6.5
|
There's Still a Light In The House - Valley - Pleasant alternative rock tune, with a catchy chorus. Not incredibly noteorthy, but a plasant listen. Great song for a roadtrip
|
6.5
|
There's Still a Light In The House - Valley - Pleasant alternative rock melody, with a catchy chorus. Not incredibly remarkable, but a plasant listen. Great song for a road trip
|
6.5
|
There's Still a Light In The House - Valley - Pleasant alternative rock tune, with a catchy chorus.
|
6.5
|
There 's Still a Light In The House - Valley - Pleasant alternative rock tune , with a catchy chorus . Not incredibly noteworthy , but a plasant listen . Great song for a roadtrip
|
6.5
|
There's Still a Light In The House - Valley - lPesaant alternative rock tune, with a catchy chorus. Not incredibly noteworthy, but a plasant listen. Geat song for a roadtrip
|
6.5
|
There's Still a Light In The House - Valley - Pleasant alternative rock melody, with a catchy chorus. Not incredibly remarkable, but a plasant listen. Great song for a road trip
|
6.5
|
There's Still a Light In The House - Valley - Pleasant alternative rock tune, with a catchy chorus.
|
8
|
Worlds Away - Dabin : Great song , really energetic . Really proficient invitee vocals from Trella , and an extremely catchy deteriorate that 's impactful but not over the top
|
8
|
Worlds Away - Dabin: Great song, reall yenergetic. Really good guet vocals from Trella, nd an extremely atchy drop that's impactfulb ut nt over the top
|
8
|
Worlds Away - Dabin: Great song, really energetic. Really good guest vocals by Trella, and an extremely catchy drop that is influential but not over the top
|
8
|
Worlds Away - Dabin
|
8
|
Worlds Away - Dabin : Great song , really energetic . Really good guest vocals from Trella , and an extremely the drop that 's impactful but not over catchy top
|
8
|
Worlds Away - Dabin: reat song, really energetic. Really good guest vocals from Trella, and an extremely catchy drop that's impcatful but not over the top
|
8
|
Worlds Away - Dabin: Great song, really energetic. Really good guest vocals by Trella, and an extremely catchy drop that is influential but not over the top
|
8
|
Worlds Away - Dabin
|
8
|
Worlds Away - Dabin : Great song , really energetic . Really that guest vocals from Trella , and an extremely catchy drop good 's impactful but not over the top
|
8
|
Wrlds Away - Dabin: Great song,really energetic. Reall ygood gust vocals from Trella, and an etxremely catchy drop that'si pcatful but not over the top
|
8
|
Worlds Away - Dabin: Great song, really energetic. Really good guest vocals by Trella, and an extremely catchy drop that is influential but not over the top
|
8
|
Worlds Away - Dabin
|
6
|
Farewell - marQ : Chill alt rock/pop song . courteous instrumental , merely way too short in my opinion , could benefit from some length or dynamics
|
6
|
Farewell - marQ: Chill alt rock/pop song. Nice instrumental, bu way too short in my opinion, could benefi from some length or dynamics
|
6
|
Farewell - marQ: Chill old rock/pop song. Nice instrumental, but in my opinion far too short, could benefit from some length or dynamics
|
6
|
Farewell - marQ
|
6
|
Farewell - marQ : Chill alt rock/pop song . Nice instrumental , but way too opinion in my short , could benefit from some length or dynamics
|
6
|
Farewell - marQ: Chill alt rock/pop song. Nice instrumental,b ut way too short in my opinion, could benefit froms ome length or dynamics
|
6
|
Farewell - marQ: Chill old rock/pop song. Nice instrumental, but in my opinion far too short, could benefit from some length or dynamics
|
6
|
Farewell - marQ
|
6
|
Farewell - marQ : alt rock/pop . Nice instrumental way too short in my opinion , benefit from some length or dynamics
|
6
|
Farewell - marQ:C hill alt rock/pop song. Nice instrumental ,but way too short in my opinion, oculd benefit from some length or dynamics
|
6
|
Farewell - marQ: Chill old rock/pop song. Nice instrumental, but in my opinion far too short, could benefit from some length or dynamics
|
6
|
Farewell - marQ
|
8
|
Show Me - James Blake : Ethereal , incredible production . It 's a very slow birdcall song , but it creates a wonderful atmosphere . Not the biggest fan of the chorus voice effect , but incredible harmonies
|
8
|
Show eM - James Blake: Etheeal, incredible production. It's a very slow song, but it creates a wonderful atmosphere Not the biggest fan o the chorus voice effect, but incredible harmonies
|
8
|
Show Me - James Blake: Ethereal, incredible production. It's a very slow song, but it creates a wonderful atmosphere. Not the biggest fan of chorus voice effect, but incredible harmonies
|
8
|
Show Me - James Blake
|
End of preview. Expand
in Data Studio
Dataset Card for Synthetic Text Dataset - Augmentation Example
Dataset Summary
This dataset demonstrates text data augmentation. Starting from 100 original short text samples, multiple augmentation techniques were applied to expand the dataset to 1,000 samples.
Purpose
The dataset was created as part of a course exercise to explore text augmentation and its effect on classification tasks.
Composition
- Instances: 100 original + 1200 augmented = 1,300 total.
- Features:
Text(string)Rating(categorical target)
Collection
Original samples were collected manually for the assignment. Labels were assigned to each sample as categorical classes. The 'Text' was a short ~200 character song review of the format 'Song Name - Artist: Review' The 'Rating' was a personal rating for the song out of 10
Preprocessing / Augmentation
Applied augmentation methods included:
- Synonym replacement
- Back-translation
- Random insertions/deletions/swaps
- Paraphrase generation using pretrained models
Labels
Rating: categorical class variable (multi-class).- Distribution approximately balanced via augmentation.
Splits
original: 100 samplesaugmented: 1200 synthetic samples
Intended Uses
- Demonstration of text augmentation methods.
- Benchmarking simple text classification tasks.
Limitations
- Augmentation may introduce noise or unnatural phrasing.
- Labels may not perfectly reflect the semantics of synthetic text.
- Original sample labels were subjective ratings, and are not reflective of any standarized value
Ethical Considerations
- Data is synthetic; no personal or sensitive content included.
- Augmented text may reduce interpretability in downstream tasks.
License
CC-BY-4.0
AI Usage
- AI tools (ChatGPT, Hugging Face transformers) assisted in generating augmented text and documentation.
- Downloads last month
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