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
---

# InsuranceFeedback

tags: satisfaction, service, policyholders) - Classification 

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

**Dataset Description:**

The 'InsuranceFeedback' dataset is a collection of customer feedback data specifically tailored to insurance company services. It contains a variety of feedback comments from policyholders regarding their satisfaction with the service provided by the insurance company. Each feedback entry is classified into one of three categories: Positive, Neutral, or Negative. This dataset can be used to train a machine learning model to understand customer sentiment towards the insurance company's services.

**CSV Content Preview:**

```
label,feedback
Positive,The customer support team was very helpful and responsive, making the claim process smooth and stress-free.
Negative,I experienced a lot of delays and bureaucracy when trying to get my policy renewed, which was frustrating.
Neutral,The premium rates seem fair, but the coverage details were not very clear.
Positive,The claim was processed quickly, and the payout was reasonable for the situation.
Negative,The customer service was unhelpful, and it took them hours to understand my issue.
```

**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 '':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=InsuranceFeedback&tags=satisfaction,+service,+policyholders)+-+Classification
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
