Restaurants, Cafes and Hotels in Morocco – POI data

Containing data on 73,305 restaurant, café, hotel and accommodation establishment within Morocco, this dataset offers a comprehensive view of the restaurants, cafés, hotels and accommodation establishments landscape in the country. Each entry includes vital information such as the establishment’s name, address, contact details, website link, review counts, and 20 additional attributes.

List of Restaurants, Cafes and Hotels in Morocco

The Restaurants, Cafés, Hotels and Accommodation Establishments POI dataset for Morocco provides a comprehensive collection of real-world locations that are identifiable and named, specifically focusing on restaurants and cafes. These POIs include various types of eateries, such as fast food, casual dining, fine dining, ethnic cuisine, coffee shops, bakeries, etc., facilitating efficient access and enhancing user experiences.

73,305

Total Number of records
Sign Up for Free

37,174

Number of Restaurants with Phone Numbers
Sign Up for Free

10,882

Number of Restaurants with Websites
Sign Up for Free

25,707

Number of Restaurants with Traffic Label
Sign Up for Free

Download Morocco’s Restaurants, and Cafés Points of Interest Data

This dataset employs various categorization methods to classify restaurants, cafés, hotels and accommodation establishments based on type, subtype, location, and attributes. The type categorization encompasses broad classifications like restaurant or café, while subtypes offer finer granularity such as specific cuisines. Location data pinpoints the exact geographical coordinates of each restaurant, café or hotel, enabling precise mapping. Furthermore, the dataset offers an array of attributes that furnish additional information about these establishments, such as contact details, operational hours, ratings, reviews, and other relevant data.

Key Variables

The Restaurants, Cafés, Hotels and Accommodation Establishments POI dataset for Morocco provides a comprehensive collection of real-world locations that are identifiable and named, specifically focusing on restaurants and cafes. These POIs include various types of eateries, such as fast food, casual dining, fine dining, ethnic cuisine, coffee shops, bakeries, etc., facilitating efficient access and enhancing user experiences.

Name
Description
Type
online_visibility
Visibility of the POI in online platforms
Boolean
poi_type
Type of point of interest (e.g., restaurant, café)
String
sequence
Sequence number for ordering the data
Integer
geometry
Geometric data representing the physical location
Geometry
collection_date
Date when the data was collected
Date
img_links
Links to images of the POI
String
keywords_used_in_search
Keywords used in searches leading to the POI
String
poi_news
News articles related to the POI
String
description
Description of the POI
Text
poi_time_zone
Time zone of the POI
String
meal_weekly_trends
Weekly trends in meal service times
String
properties
Additional properties of the POI
String
traffic_label
Label describing the traffic score
String
day_traffic_trends
Trends in daily traffic to the POI
String
traffic_score
Score representing the traffic to the POI
Decimal
is_closed
Indicates if the POI is currently closed
Boolean
reservations
Indicates if reservations are required/available
Boolean
district
District where the POI is located
String
photos
URLs to photos of the POI
String
phone
Contact phone number of the POI
String
price_range
Text description of the price range
String
reviews_no
Number of reviews for the POI
Integer
rate
Overall customer rating of the POI
Decimal
price_range_icons
Visual icons representing the price range
String
tags5
Additional tag for the POI
String
map_link
URL to the location map of the POI
String
services
Services offered by the POI
String
tags4
Additional tag for the POI
String
tags
General tags related to the POI
String
tags3
Tertiary tag for the POI
String
tags2
Secondary tag for the POI
String
tags1
Primary tag for the POI
String
province
Province where the POI is located
String
longitude
Geographic longitude of the POI
Float
country
Country where the POI is located
String
poi_name
Name of the point of interest
String
address_text
Full address of the POI
String
latitude
Geographic latitude of the POI
Float
place_id
Unique identifier for the place
Integer

Use Cases

How can this dataset benefit you?

Urban Infrastructure Planning – Data-Driven Tourism Zone Development

Leverage data for targeted urban planning in Morocco by analyzing location, traffic trends, and tags to create vibrant tourism zones.

Hospitality Brand Expansion Strategy – Leveraging Brand Insights

Enhance brand expansion using data-driven brand features, reviews, and traffic data to identify growth regions.

Empower Morocco’s Future with Data-Driven Strategies

Empower industries with our dataset, driving innovation, sustainability, and customer satisfaction.

Geographical Distribution

This represents the count of restaurants and cafes across Morocco provinces, with each map point representing a restaurant.

Out of 73,305 restaurants and cafes in Morocco, Casablanca-Settat has the highest concentration of F&B establishments in the country followed by Marrakech-Safi.

Casablanca-Settat has over 15,281 restaurants and cafes while Marrakech-Safi has over 10,722. Rabat is the capital and follows Marrakech-Safi with 9,689 establishments.

Dakhla-Oued Ed-Dahab has the lowest establishment population with 384 restaurants and cafes.

Traffic Score and Popularity of Restaurants

Traffic score serves as an indicator of popularity and is calculated from data gathered through phone sensors. This data can be used to discover areas with high competition and study customer preferences.

Out of 73,305 restaurants and cafes in Morocco, there are 1,868 restaurants that are highly visited, and just 3 of these restaurants are tagged as very expensive. 651 of these high traffic restaurants are tagged inexpensive.

Cafe Distribution

26.9% of the 73,305 restaurants and cafes in Morocco are cafe establishments. The area with the most cafes is Casablanca-Settat followed by Rabat-Salé-Kenitra. The lowest population of cafes is in Dakhla-Oued Ed-Dahab, which is expected because Dakhla-Oued Ed-Dahab is around the outskirts of Morocco.

Visualization Video:

Why xMap?

xMap empowers businesses with unparalleled location intelligence and comprehensive data analysis, guiding them towards market leadership and growth.

Close Faster

23

Times more likely to acquire customers
Sign Up for Free

Improve Sales

4.5%

Of the total revenue because of data-driven innovations
Sign Up for Free

Retain More

6

Times more likely to retain customers
Sign Up for Free

Frequently Asked Questions

Find answers to commonly asked questions about our spatial analyst platform.

How many are restaurants in Morocco?

73,305 restaurant, café, hotel and accommodation establishment within Morocco

What are the best restaurants in Morocco?

Some of the best restaurants in Morocco: Al Fassia Aguedal, Dar Zellij, La Grande Table Marocaine, Comptoir Darna, La Sqala, Le Marocain, Rick’s Café, and La Cour des Lions1

Is the restaurant business profitable in Morocco?

Yes, the restaurant business can be profitable in Morocco, but it depends on various factors such as location, type of restaurant, and management.

Muneeb Rehman
Typically replies instantly
Muneeb Rehman
Hi there
How can i help you today?
Start Whatsapp Chat