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
---

# ChatbotInteraction_Patterns

tags: Natural Language Processing, User Behavior, Dialogue Management

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

**Dataset Description:**

The 'ChatbotInteraction_Patterns' dataset is an extensive collection of dialogues between users and various chatbot systems on different websites. It is designed to assist ML practitioners in understanding and improving dialogue management and natural language processing capabilities of chatbots. The dataset captures a wide range of user behaviors and interactions, enabling analysis of common patterns, effective response strategies, and areas for enhancement. The CSV includes user inputs, chatbot responses, labels indicating interaction quality, and metadata about the websites where these interactions took place.

**CSV Content Preview:**

```
UserInput,ChatbotResponse,Label,WebsiteFunction,WebsiteName
"How can I reset my password?","I'm sorry, I can't assist with that.","Error","Login","example.com"
"What are your operating hours?","We're open from 9 AM to 5 PM EST.","Informative","GeneralInfo","example.com"
"Can I book a table for two?","Certainly! Please provide the date and time you're interested in.","Proactive","Booking","example.com"
"I'm looking for a birthday gift for my nephew.","You can check our children's section for toys.","Guide","ProductRecommendation","example.com"
"I need help with my order.","Please provide your order number, and I'll assist you right away.","Support","OrderHelp","example.com"
```

Each row in the dataset represents a single interaction instance, where 'UserInput' is the user's query, 'ChatbotResponse' is the chatbot's reply, 'Label' classifies the nature of the interaction, 'WebsiteFunction' identifies the purpose of the website, and 'WebsiteName' provides the actual website where the interaction took place.

**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 'infinite-dataset-hub/infinite-dataset-hub LM Studio AMD FROM Website URLs Funktion Website Funktion Chatbot':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=infinite-dataset-hub/infinite-dataset-hub+LM+Studio+AMD+FROM+Website+URLs+Funktion+Website+Funktion+Chatbot&dataset=ChatbotInteraction_Patterns&tags=Natural+Language+Processing,+User+Behavior,+Dialogue+Management
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
