license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# TonalRangeTextCollection

tags: Text Corpus, Tonal Classification, Natural Language Processing

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:** The 'TonalRangeTextCollection' dataset is curated for machine learning practitioners aiming to build a text tone classifier capable of identifying and categorizing text samples based on the sentiment or tone expressed. Each entry in the dataset comprises a snippet of text and its corresponding tonal label, which could be indicative of positive, negative, or neutral sentiment, among others. The dataset is rich with diverse examples, ensuring a comprehensive coverage of tonal variations.


**CSV Content Preview:**

```

text,label

"I absolutely love the friendly atmosphere here!",positive

"This is absolutely terrible, the worst experience I've ever had.",negative

"I'm on the fence about this; not sure what to think.",neutral

"Your service is outstanding and I couldn't be happier!",positive

"I found the product quite disappointing and underwhelming.",negative

```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'create ml text tone classifier with 35+ tones':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=create+ml+text+tone+classifier+with+35++tones&dataset=TonalRangeTextCollection&tags=Text+Corpus,+Tonal+Classification,+Natural+Language+Processing
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
