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
---

# SalesPhraseAnomalies

tags: Classification, Anomaly Detection, Textual Sales Data

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

**Dataset Description:**

The 'SalesPhraseAnomalies' dataset contains sales-related text entries where each entry is tagged as either 'normal' or 'anomaly' based on whether the phrase is a common sales pattern or an unusual or unexpected sales phrase. This dataset can be used for training a machine learning model for anomaly detection in textual sales data.

**CSV Content Preview:**

```
phrase,label
"Welcome to our store, we have a great sale on electronics.",normal
"We offer a limited-time discount on our exclusive range of shoes.",normal
"Your membership has expired, please renew at the earliest.",anomaly
"Congratulations, you have been selected for a chance to win a trip!",anomaly
"We're sorry, but we have no more stock for the item you're interested in.",normal
```

**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 'sales text':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=sales+text&dataset=SalesPhraseAnomalies&tags=Classification,+Anomaly+Detection,+Textual+Sales+Data
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
