Restaurants in Egypt (EG) - 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 Egypt Restaurants data product (temporal). The product contains **`5K+ 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 ~190 restaurants across Egypt.

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

搜集汇总

背景与挑战

背景概述

该数据集为埃及餐厅数据样本，涵盖约190家餐厅的详细信息，包括地理位置、联系方式、社交媒体及设施等，适用于餐饮业分析、市场调研等场景。完整版包含5000多家餐厅数据，并定期更新。