> For the complete documentation index, see [llms.txt](https://datastore.decoded.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://datastore.decoded.com/clustering/clustering-insurance.md).

# Clustering: Insurance

Here you will find a selection of insurance-based datasets to practice Clustering.

[**Travel Insurance data from a Singapore-based company**](https://github.com/DecodedCo/datastore/raw/master/data/travel-insurance.zip) contains information about multiple travel agencies (types, names, distribution channel, policy types and sales) and their products, information about the travel plans (destination, duration) and client information (gender, age). More information can be found on [**Kaggle**](https://www.kaggle.com/mhdzahier/travel-insurance).

[**New York State Unemployment Insurance Data (2001-present)** ](https://github.com/DecodedCo/datastore/raw/master/data/unemployment-insurance-beneficiaries-and-benefit-amounts-paid-beginning-2001.csv.zip)contains monthly counts (2001 to present) of individuals receiving regular unemployment insurance benefits and the total amount of benefits received from New York State. Data is available at the state, region, county, and labor market levels. More information on this dataset and the specific measures can be found on [**Kaggle**](https://www.kaggle.com/new-york-state/nys-unemployment-insurance-data).