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

# FalconChatAnomalies

tags: NaturalLanguageProcessing, AnomalyDetection, ChatbotConversations

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

**Dataset Description:**

The 'FalconChatAnomalies' dataset contains transcribed chatbot conversations that include references or misuse of the term "American falcon" in various contexts. The dataset is intended for training machine learning models in natural language processing (NLP) to detect anomalies in chatbot dialogue, such as incorrect references to birds, misleading information, or inappropriate usage of the term. The dataset includes a 'label' column to indicate whether a given text is normal conversation (label '0') or an anomaly related to 'American falcon' (label '1').

**CSV Content Preview:**

```csv
Text,Label
"Hey, can you tell me more about the American falcon?",1
"I love the swift flight of the American falcon, it's my favorite bird!",0
"Do you know where to find an American falcon in my area?",1
"The American falcon is known for its incredible hunting skills!",0
"American falcon facts are fascinating, especially their migration patterns.",0
```

**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 'American falcon  text':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=American+falcon++text&dataset=FalconChatAnomalies&tags=NaturalLanguageProcessing,+AnomalyDetection,+ChatbotConversations
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
