BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics

#	name	address	latitude	longitude	postcode	rating_score	review_count	monday_start	monday_break_start	monday_break_end	monday_end	tuesday_start	tuesday_break_start	tuesday_break_end	tuesday_end	wednesday_start	wednesday_break_start	wednesday_break_end	wednesday_end	thursday_start	thursday_break_start	thursday_break_end	thursday_end	friday_start	friday_break_start	friday_break_end	friday_end	saturday_start	saturday_break_start	saturday_break_end	saturday_end	sunday_start	sunday_break_start	sunday_break_end	sunday_end	categories	main_category	id
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Volume

200

Sources of data

Data Quality

99%

Relevance

Avail. Formats

.json, .csv, and .xls

File

Coverage

114

Countries

History

years

[Sample] mumbai_sample_tourist_attractions.csv

Attribute	Type	Example	Mapping
name	String	Sai Dham Mandir	POI Name
address	String	***** *** , * ** ***, *****, **...	Address
latitude	Float	19.2120903	Latitude
longitude	Float	72.86812479999999	Longitude
postcode	Integer	400101	Postal Code
rating_score	Float	4.5
review_count	Integer	5139
monday_start	Float	6.0	POI Opening Hours
monday_break_start	Text		POI Opening Hours
monday_break_end	Text		POI Opening Hours
monday_end	Float	22.0	POI Opening Hours
tuesday_start	Float	6.0	POI Opening Hours
tuesday_break_start	Text		POI Opening Hours
tuesday_break_end	Text		POI Opening Hours
tuesday_end	Float	22.0	POI Opening Hours
wednesday_start	Float	6.0	POI Opening Hours
wednesday_break_start	Text		POI Opening Hours
wednesday_break_end	Text		POI Opening Hours
wednesday_end	Float	22.0	POI Opening Hours
thursday_start	Float	6.0	POI Opening Hours
thursday_break_start	Text		POI Opening Hours
thursday_break_end	Text		POI Opening Hours
thursday_end	Float	22.0	POI Opening Hours
friday_start	Float	6.0	POI Opening Hours
friday_break_start	Text		POI Opening Hours
friday_break_end	Text		POI Opening Hours
friday_end	Float	22.0	POI Opening Hours
saturday_start	Float	6.0	POI Opening Hours
saturday_break_start	Text		POI Opening Hours
saturday_break_end	Text		POI Opening Hours
saturday_end	Float	22.0	POI Opening Hours
sunday_start	Float	6.0	POI Opening Hours
sunday_break_start	Text		POI Opening Hours
sunday_break_end	Text		POI Opening Hours
sunday_end	Float	22.0	POI Opening Hours
categories	String	['hindu_temple', 'place_of_worship', 'tourist_attraction']	POI Category
main_category	String	hindu_temple	POI Category
id	Integer	12300326392	POI ID

Product Attributes

Attribute	Type	Example	Mapping
BP_name	String	Tower of London	POI Name
BP_address	String	**** #* #, ** *****	Address
longitude	Float	-0.0759	Longitude
latitude	Float	51.5081	Latitude
final_outlet_type	String	Tourist Attraction	POI Category
BP_categories	String	['Tourist Attraction', 'Historical Landmark']']	POI Category
rating_score	Float	4.6
review_number	Integer	96230
existence_confiidence_level	Float	1
url	String	https://www.hrp.org.uk/tower-of-london/	Website
workig_hours	String	Daily 9:00-17:30	POI Opening Hours

Discover BestPlace, the tool for retail data analytics, CPG and FMCG insights, and GIS datasets. Dive into shopping behavior analysis, foot traffic statistics, and POI data collection. Access retail databases, census data sets, and GIS data sources. Elevate your retail and geographic intelligence.

BestPlace is an innovative retail data and analytics tool created explicitly for medium and enterprise-level CPG/FMCG companies. It's designed to revolutionize your retail data analysis approach by adding a strategic location-based perspective to your existing database. This perspective enriches your data landscape and allows your business to understand better and cater to shopping behavior. An In-Depth Approach to Retail Analytics Unlike conventional analytics tools, BestPlace delves deep into each store location details, providing a comprehensive analysis of your retail database. We leverage unique tools and methodologies to extract, analyze, and compile data. Our processes have been accurately designed to provide a holistic view of your business, equipping you with the information you need to make data-driven data-backed decisions. Amplifying Your Database with BestPlace At BestPlace, we understand the importance of a robust and informative retail database design. We don't just add new stores to your database; we enrich each store with vital characteristics and factors. These enhancements come from open cartographic sources such as Google Maps and our proprietary GIS database, all carefully collected and curated by our experienced data analysts. Store Features We enrich your retail database with an array of store features, which include but are not limited to: Number of reviews Average ratings Operational hours Categories relevant to each point Our attention to detail ensures your retail database becomes a powerful tool for understanding customer interactions and preferences. Extensive Use Cases BestPlace's capabilities stretch across various applications, offering value in areas such as: Competition Analysis: Identify your competitors, analyze their performance, and understand your standing in the market with our extensive POI database and retail data analytics capabilities. New Location Search: Use our rich retail store database to identify ideal locations for store expansions based on foot traffic data, proximity to key points, and potential customer demographics.

Africa (10)

Algeria

Cameroon

Congo

Côte d'Ivoire

Egypt

Mauritius

Morocco

Nigeria

South Africa

Tunisia

Asia (35)

Armenia

Azerbaijan

Bahrain

Bangladesh

Cambodia

Cyprus

Georgia

Hong Kong

India

Indonesia

Israel

Japan

Jordan

Kazakhstan

Korea (Republic of)

Kuwait

Kyrgyzstan

Lebanon

Malaysia

Mongolia

Oman

Pakistan

Philippines

Qatar

Saudi Arabia

Singapore

Sri Lanka

Taiwan

Tajikistan

Thailand

Turkey

United Arab Emirates

Uzbekistan

Vietnam

Yemen

Europe (49)

Albania

Andorra

Austria

Belarus

Belgium

Bosnia and Herzegovina

Bulgaria

Croatia

Czech Republic

Denmark

Estonia

Faroe Islands

Finland

France

Germany

Gibraltar

Greece

Guernsey

Holy See

Hungary

Iceland

Ireland

Isle of Man

Italy

Jersey

Latvia

Liechtenstein

Lithuania

Luxembourg

Macedonia (the former Yugoslav Republic of)

Malta

Moldova (Republic of)

Monaco

Montenegro

Netherlands

Norway

Poland

Portugal

Romania

San Marino

Serbia

Slovakia

Slovenia

Spain

Svalbard and Jan Mayen

Sweden

Switzerland

United Kingdom

Åland Islands

North America (6)

Canada

Costa Rica

Mexico

Nicaragua

Panama

United States of America

Oceania (2)

Australia

New Zealand

South America (12)

Argentina

Bolivia (Plurinational State of)

Brazil

Chile

Colombia

Ecuador

Jamaica

Paraguay

Peru

Puerto Rico

Uruguay

Venezuela (Bolivarian Republic of)

1 years of historical data

200	Sources of data
150	Categories

Free sample available

BestPlace has not published pricing information for this product yet. You can request detailed pricing information below.

Request detailed pricing

Self-reported by the provider

99%

Relevance

Methods

Frequency

Format

Data Enrichment

Market Analytics

Retail Analytics

Point of Interest (POI) Mapping

Market Analysis

Store Location Data Point of Interest (POI) Data Restaurant Location Data Retail Store Data Gas Station Location Data

64.4M Retail Locations

249 countries covered

20 years of historical data

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11M POI (Points of Interest)

182 countries covered

2 years of historical data

Location data for CPG companies, such as store, brand, address, location, lat/log, open-hours, and NAICS category. This high-quality location data also inclu...

2.4K records

95% accuracy

2 countries covered

POI data for all Chili's and It's Just Wings locations in the US. Enables analysis of these Brinker International brands in the casual dining and virtual kit...

50 + Millions Records

99% match rate

249 countries covered

This dataset serves as a valuable resource for businesses, researchers, and analysts seeking in-depth insights into the distribution, characteristics, and op...

What is BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics?

What is BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics used for?

This product has 5 key use cases. BestPlace recommends using the data for Data Enrichment, Market Analytics, Retail Analytics, Point of Interest (POI) Mapping, and Market Analysis. Global businesses and organizations buy Store Location Data from BestPlace to fuel their analytics and enrichment.

Who can use BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics?

This product is best suited if you’re a Medium-sized Business or Enterprise looking for Store Location Data. Get in touch with BestPlace to see what their data can do for your business and find out which integrations they provide.

How far back does the data in BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics go?

This product has 1 years of historical coverage. It can be delivered on a monthly, quarterly, yearly, and on-demand basis.

Which countries does BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics cover?

This product includes data covering 114 countries like USA, Japan, Germany, India, and United Kingdom. BestPlace is headquartered in United States of America.

How much does BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics cost?

Pricing information for BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics is available by getting in contact with BestPlace. Connect with BestPlace to get a quote and arrange custom pricing models based on your data requirements.

How can I get BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics?

Businesses can buy Store Location Data from BestPlace and get the data via S3 Bucket, Email, and UI Export. Depending on your data requirements and subscription budget, BestPlace can deliver this product in .json, .csv, .xls, and .txt format.

What is the data quality of BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics?

BestPlace has reported that this product has the following quality and accuracy assurances: 99% Relevance. You can compare and assess the data quality of BestPlace using Datarade’s data marketplace.

What are similar products to BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics?

This product has 3 related products. These alternatives include Global Independent & Multi-National Retail Location Data, CPG Data Retail Store Location Data 52M+ POI SafeGraph Places, and Xtract.io - Location Data All Brinker International Restaurant Brand Locations in US. You can compare the best Store Location Data providers and products via Datarade’s data marketplace and get the right data for your use case.

BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics

Data Dictionary

Description

Country Coverage

History

Volume

Pricing

Suitable Company Sizes

Quality

Delivery

Use Cases

Categories

Related Searches

Related Products

Frequently asked questions

BestPlace
Grow your sales in the rapidly changing environment

BestPlace: POI Dataset, GIS Database, Census data for Retail CPG & FMCG analytics

Data Dictionary

Description

Country Coverage

History

Volume

Pricing

Suitable Company Sizes

Quality

Delivery

Use Cases

Categories

Related Searches

Related Products

Frequently asked questions

BestPlace Grow your sales in the rapidly changing environment

BestPlace
Grow your sales in the rapidly changing environment