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

# InsuranceSales

tags: predictive_modeling, customer_segmentation, sales_forecasting

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

**Dataset Description:**

The 'InsuranceSales' dataset is designed to assist an ML practitioner in developing models for predictive modeling, customer segmentation, and sales forecasting within the insurance industry. The dataset features customer interactions and sales data, including demographic information, historical purchase records, and customer service interactions. The labeling focuses on customer behavior, risk category, and sales prediction outcomes.

**CSV Content Preview:**

```
CustomerID,Age,Gender,Region,InsuranceType,PurchaseHistory,ServiceInteractions,PredictedRiskCategory,PredictedNextPurchaseAmount,SalesPredictionLabel
C001,34,Male,Northeast,Health,12Month,2,Medium,2000,LowSales
C002,28,Female,Midwest,Auto,6Month,5,High,5000,HighSales
C003,45,Male,West,Life,36Month,1,Low,1500,MediumSales
C004,38,Female,South,Property,24Month,3,Medium,3000,MediumSales
C005,50,Male,Northeast,Auto,12Month,4,High,4500,HighSales
```

**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=InsuranceSales&tags=predictive_modeling,+customer_segmentation,+sales_forecasting
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
