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

# UKRetailPatterns

tags: trend analysis, seasonality, forecasting

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

**Dataset Description:**

The 'UKRetailPatterns' dataset is designed to assist Machine Learning practitioners in understanding and predicting retail sales trends in the United Kingdom. It includes various factors that could influence retail sales, such as historical sales data, seasonal indicators, and consumer trend analysis. The dataset is labeled to facilitate targeted analysis, especially for forecasting purposes.

**CSV Content Preview:**

```csv
Date,Retail Sales (£),Seasonality Index,Trend Label,Consumer Confidence Index,Forecasted Growth
2022-01-01,1000000,1.05,Low Growth,90,2.5
2022-01-02,1020000,1.04,Low Growth,88,2.4
2022-01-03,1040000,1.07,Stable,89,2.3
2022-01-04,1030000,1.06,Stable,87,2.2
2022-01-05,1050000,1.05,Moderate Growth,91,2.1
```

**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 'Retail sales uk':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Retail+sales+uk&dataset=UKRetailPatterns&tags=trend+analysis,+seasonality,+forecasting
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
