infinite-dataset-hub/UKRetailPatterns

---
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

---
license: MIT协议
tags:
- 无限数据集中心（infinite-dataset-hub）
- 合成数据集
---

# UK零售模式（UKRetailPatterns）

标签：趋势分析、季节性分析、预测

**注意：本数据集由人工智能生成，内容可能存在不准确或虚假信息**

**数据集说明：**

本「UK零售模式（UKRetailPatterns）」数据集旨在帮助机器学习从业者理解并预测英国零售销售趋势。数据集涵盖了各类可能影响零售销售的因素，包括历史销售数据、季节性指标以及消费者趋势分析；数据集带有标注，可支持针对性分析，尤其适用于预测任务。

**CSV内容预览：**

csv
日期,零售销售额（英镑）,季节性指数,趋势标签,消费者信心指数,预测增长率
2022-01-01,1000000,1.05,低增长,90,2.5
2022-01-02,1020000,1.04,低增长,88,2.4
2022-01-03,1040000,1.07,平稳增长,89,2.3
2022-01-04,1030000,1.06,平稳增长,87,2.2
2022-01-05,1050000,1.05,适度增长,91,2.1

**数据集来源：**

本数据集通过[无限数据集中心（Infinite Dataset Hub）](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub)以及microsoft/Phi-3-mini-4k-instruct模型，以查询词"Retail sales uk"生成：
- **数据集生成页面**：https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Retail+sales+uk&dataset=UKRetailPatterns&tags=trend+analysis,+seasonality,+forecasting
- **所用模型**：https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **更多同类数据集**：https://huggingface.co/datasets?other=infinite-dataset-hub