language:no license:cc-by-nc-4.0 region:us
---
license: cc-by-nc-4.0
language:
- no
---

# GreatShoes Norwegian PII Dataset

The GreatShoes Norwegian PII Dataset is a synthetic dataset created for research purposes to evaluate models for Personal Identifiable Information (PII) redaction. This dataset is generated to simulate customer support interactions for a fictional shoe store, "Great Shoes," and includes multiple types of PII such as names, order numbers, phone numbers, addresses, and emails, all in Norwegian.

## Dataset Description

The dataset consists of customer and support agent interactions with embedded PII. Each entry includes a series of customer messages and corresponding responses from the support agent. The dataset is divided into two main files:

- **cs_df_universal_nb.csv:** Contains the customer-support interactions with embedded PII in Norwegian.
- **pii_used_in_finetune.csv:** Lists the PII elements present in each entry based on the index.

### Example Rows

The following is an example of the first few rows of the `cs_df_universal_nb.csv`:

```plaintext
customer_message_1;response_1;customer_message_2;response_2;customer_message_3;response_3;name
Kan jeg returnere et par sko jeg kjøpte for over en måned siden? De er fortsatt ubrukt og med etiketter.;Jeg beklager, Ram Watanabe, men vår returpolicy tillater avkastning innen 30 dager etter kjøp hvis produktet er ubrukt, uvasket, og fortsatt har sine tagger knyttet. Dessverre, hvis det har gått over en måned, vil vi ikke kunne godta en retur.;Hva om skoene var en gave og jeg nettopp fikk dem?;Hvis skoene var en gave, vennligst gi bestillingsnummer eller kjøperens informasjon. Vi forstår disse situasjonene og vil gjøre vårt beste for å hjelpe deg, Ram Watanabe. Beste hilsen, Great Shoes.;;;Ram Watanabe
Hvordan får jeg et returmerke for min bestilling: ON-805533?;For å få et returmerke for bestillingen din, Justin Weber, vennligst besøk vår hjemmeside på www.greatshoes.com/return-label. Skriv inn bestillingsnummer og følg instruksjonene for å skrive ut gratis returmerke.;Jeg trykte etiketten. Må jeg betale for forsendelse?;Nei, Justin Weber, du trenger ikke å betale for frakt. Bare legg returetiketten til pakken din og slipp den av på nærmeste postkontor. Frakten er på oss! Beste ønsker, Great Shoes.;;;Justin Weber
```

### PII Elements

The `pii_used_in_finetune.csv` file includes the PII elements associated with each entry. Here is an example of its content:

```plaintext
name,order number,phone,address,email
Ram Watanabe,,,,
Justin Weber,ON-805533,,,
```

## Usage

This dataset can be used to evaluate and fine-tune models designed for PII redaction in customer service contexts. It provides a realistic scenario where customer support interactions contain sensitive information that needs to be identified and redacted.

### License

The GreatShoes Norwegian PII Dataset is distributed under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license. This means you are free to use, distribute, and modify the dataset for non-commercial purposes, provided you give appropriate credit and indicate if changes were made.


## Acknowledgements

This dataset was created as part of a research project to explore the effectiveness of PII redaction models. It is provided for educational and research purposes to help improve privacy-preserving technologies.
