infinite-dataset-hub/ShroomEmojiClassification

---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# ShroomEmojiClassification

tags: mushrooms, emoji, sentiment analysis

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

**Dataset Description:**

The 'ShroomEmojiClassification' dataset is designed to facilitate the task of sentiment analysis for messages that incorporate mushroom emojis. It contains a collection of sentences or short paragraphs where mushrooms are represented by various emojis. Each entry in the dataset includes a label that classifies the sentiment expressed towards the mushroom emoji within the text. This dataset can be used for training machine learning models to understand and classify the sentiment of text based on the presence and context of mushroom emojis.

**CSV Content Preview:**

```csv
text,label
"I absolutely adore the chocolate truffle mushroom emoji! 🍄😍",positive
"The spicy chanterelle mushroom emoji is my favorite! 🍄🔥",positive
"Can't believe how hard it is to find the perfect shiitake mushroom emoji! 🍄😣",negative
"I'm just not a fan of the portobello mushroom emoji. 🍄😕",negative
"The earthy aroma of the porcini mushroom emoji makes me feel at home 🍄🏡",positive
```

The dataset features sentences where mushroom emojis are paired with adjectives and emoticons to convey a sentiment. The 'label' column categorizes each sentence as either 'positive', 'negative', or 'neutral', depending on the context and emoji usage. This allows for a straightforward classification task where a model can learn to predict the sentiment based on the given text.

**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 'shroom emoji':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=shroom+emoji&dataset=ShroomEmojiClassification&tags=mushrooms,+emoji,+sentiment+analysis
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub