Restaurants in the United Arab Emirates (AE) - Places Data Sample

## **Overview**

> Learn more about this dataset on [catalog.dotlas.com](https://catalog.dotlas.com/restaurants/unified_restaurant_establishments/)

> This is a sample of our UAE Restaurants data product (temporal). The product contains **`40K+ restaurants`** updated frequently, and additional columns catered for leads and segmentation.

> Additionally, we also curate restaurant menu data including dishes, prices, price history, restaurant promotions and social insights. This sample contains < 500 restaurants across Dubai, Sharjah, Abu Dhabi, Ajman and more.

For pricing and licensing details please [**contact us**](mailto:[e-mail])

**Use cases**

🕰 Analyze competitor opening hours on each day of the week to help create an optimal operating time frame.
📈 Identify trending cuisines in different regions by analyzing the frequency and distribution of various cuisine types in different cities.
💰 Use the distribution data to identify underserved areas with high potential for new restaurant openings based on the lack of certain cuisine types.

### **Potential Sectors**
* Food & Beverages (F&B)
* GIS (Geographic Information Systems) and Geocoding Services
* Marketing and Advertising Leads
* Competitor Monitoring & Market Analysis
* Financial tickering of F&B brand performance
* Site Selection & Suitability Analysis
* Real Estate Proximity Analysis

**Key features**

▶️ **Restaurant Identification**: Includes unique identifiers and names for each restaurant.

▶️ **Geographical Data**: Detailed information about the `country`, `subregion`, `city`, `area`, and precise geographical coordinates (`latitude` and `longitude`) of each restaurant.

▶️ **Contact Information**: Addresses, phone numbers, email addresses, and website URLs.

▶️ **Social Media Presence**: Links to `Instagram`, `Facebook`, and `Twitter` profiles where available.

▶️ **Amenities**: Information on various amenities such as acceptance of credit cards, availability of Wi-Fi, presence of outdoor seating, and more.

▶️ **Additional Metadata**: Information on entertainment options, executive chef names, dress codes, dining styles, and more

## 数据集概述

> 如需了解该数据集的更多详情，请访问 [catalog.dotlas.com](https://catalog.dotlas.com/restaurants/unified_restaurant_establishments/)

> 本数据集为我们阿联酋餐厅数据产品（时序版本）的采样子集。该产品涵盖**4万余家餐厅**，数据将定期更新，并额外提供适配销售线索与用户细分的字段。

> 此外，我们还精心整理了餐厅菜单数据，包含菜品、售价、价格历史、餐厅促销活动及社交洞察等内容。本次采样数据集涵盖迪拜、沙迦、阿布扎比、阿治曼等地区的不足500家餐厅。

如需了解定价与授权相关细节，请[联系我们](mailto:[e-mail])

**应用场景**

🕰 分析竞争对手的每日营业时段，助力制定最优门店运营时间表
📈 通过分析不同城市各类菜系的出现频次与分布情况，识别各区域的热门菜系
💰 基于特定菜系的供给缺口，利用分布数据挖掘潜力充足、服务不足的区域，用于新开餐厅选址

### **潜在应用行业**

* 食品与餐饮业（F&B）
* 地理信息系统（GIS）与地理编码服务
* 营销与广告线索获取
* 竞品监测与市场分析
* 食品餐饮品牌业绩的金融行情追踪
* 门店选址与适宜性分析
* 房地产区位邻近性分析

**核心特征**

▶️ **餐厅识别模块**：包含每家餐厅的唯一标识与名称。

▶️ **地理信息数据**：包含每家餐厅所属的`国家`、`次级区域`、`城市`、`商圈`，以及精确的地理坐标（`纬度`与`经度`）。

▶️ **联系信息**：包含餐厅地址、电话号码、电子邮箱与官方网站链接。

▶️ **社交媒体账号**：收录可用的`Instagram`、`Facebook`及`Twitter`官方账号链接。

▶️ **配套设施信息**：包含各类配套服务详情，例如是否支持信用卡支付、是否提供Wi-Fi、是否设有户外座位等。

▶️ **附加元数据**：包含娱乐设施、行政总厨姓名、着装要求、用餐风格等相关信息

搜集汇总

背景与挑战

背景概述

该数据集为阿联酋餐厅数据样本，涵盖40,000多家餐厅的基础信息、地理位置、联系方式及设施详情，适用于餐饮市场分析、竞争对手监测等商业用途。样本包含迪拜、沙迦等地区500家以内的餐厅数据。