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omg this pizza delivery took forever and the food was cold when it got here... worst $30 I've ever spent tbh 😤
complaint
casual
false
seed
complaint|casual|0
yo my new phone keeps freezing up every 5 mins, what's up with that?? not cool at all 😫
complaint
casual
false
seed
complaint|casual|0
bruh the wifi at this coffee shop is so slow i can't even load a simple webpage... like why even offer it? 🙄
complaint
casual
false
seed
complaint|casual|0
ngl these new headphones are trash, the sound quality is terrible and they hurt my ears after 30 mins 😩
complaint
casual
false
seed
complaint|casual|0
fr this airline lost my luggage AGAIN and their customer service is ghosting me... done with them fr fr
complaint
casual
false
seed
complaint|casual|0
can't believe this gym doubled their membership fees without warning... like way to scam us 😒
complaint
casual
false
seed
complaint|casual|0
this new update totally messed up my app settings... now i gotta figure everything out from scratch smh
complaint
casual
false
seed
complaint|casual|0
my roomie never does the dishes and leaves their stuff everywhere... i'm so done with this mess rn 😤
complaint
casual
false
seed
complaint|casual|0
ordered a medium shirt and got an XL... like do they even check the orders before shipping?? waste of time fr
complaint
casual
false
seed
complaint|casual|0
this movie was such a waste of money ngl... boring af and the ending made zero sense 💀
complaint
casual
false
seed
complaint|casual|0
yo this app is amazing! been using it for a week and totally love how easy everything is 🙌
feedback
casual
false
seed
feedback|casual|0
ngl the new update kinda messed things up... can't find where my saved stuff is anymore 😕
feedback
casual
true
seed
feedback|casual|1
tbh the customer service team rocks! got my issue fixed in like 5 mins
feedback
casual
false
seed
feedback|casual|0
omg why is everything so slow today?? taking forever to load pics
feedback
casual
true
seed
feedback|casual|1
loving the new dark mode feature! my eyes are thanking you rn
feedback
casual
false
seed
feedback|casual|0
bruh this app keeps crashing every time i try to upload something 😫
feedback
casual
true
seed
feedback|casual|1
just tried the voice command thing and wow! super handy when my hands are full
feedback
casual
false
seed
feedback|casual|0
nope, not feeling the new layout at all. way too confusing tbh
feedback
casual
true
seed
feedback|casual|1
fr fr this is the best delivery service i've used! driver was super nice too
feedback
casual
false
seed
feedback|casual|0
battery drain is crazy with this app lately... fix this plz? 🔋
feedback
casual
true
seed
feedback|casual|1

Dataset Card for andrewmonostate/dataset-1755906217154

Dataset Description

This dataset was generated using Vibe Data Director, a tool for creating and curating text classification datasets.

Dataset Summary

  • Session ID: session_907edf01
  • Generated: 2025-08-22T23:43:37.829776
  • Total Samples: 20
  • Classes: complaint, feedback
  • Styles: casual

Dataset Structure

Data Fields

  • text (string): The text content of the sample
  • class (string): The classification label
  • style (string): The style variant applied
  • negation (boolean): Whether negation is applied
  • source (string): Source of the sample (seed/hf/synthetic)
  • spec_id (string): Unique specification identifier

Data Splits

This dataset contains a single split with all samples.

Dataset Creation

Curation Rationale

This dataset was created to provide targeted training data for text classification tasks.

Source Data

The data includes:

  • Seed samples uploaded by users
  • Potentially augmented samples from HuggingFace
  • Synthetic samples (if applicable)

Considerations for Using the Data

Social Impact of Dataset

This is a small, curated dataset intended for research and development purposes.

Discussion of Biases

As with any curated dataset, there may be inherent biases in the selection and labeling of samples.

Other Known Limitations

  • Limited to 20 samples
  • May not represent full diversity of real-world data

Additional Information

Dataset Curators

Created using Vibe Data Director

Licensing Information

MIT License

Citation Information

@misc{vibe_data_director_session_907edf01,
  title={Dataset created with Vibe Data Director},
  author={Vibe Data Director},
  year={2024},
  url={https://huggingface.co/datasets/andrewmonostate/dataset-1755906217154}
}

Contributions

Generated automatically by Vibe Data Director (Session: session_907edf01)

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