Best Places Datasets for Geographical Analysis
Places datasets are comprehensive collections of geolocated data related to specific places, landmarks, or locations worldwide. These sets might contain details such as latitude and longitude, addresses, place names, types of locations (e.g., restaurant, park, or hospital), and other related attributes. The integration of places datasets into various applications or systems can transform raw data into insightful business intelligence, aiding in informed decision-making processes and strategy development.
Recommended Places Datasets
Reomnify: Point-Of-Interest Places Datasets
The Data Appeal | Places Data | API, Dataset | 200 Million+ POI Data Mapped
SafeGraph Places Data | Global Coverage | 51M+ POI
Geospatial Data: Places Data | USA, UK, CA | Location Data on 26M+ Places
Factori Global Location Intelligence Data| Geospatial:Foot Print:Places Data|
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The Data Appeal | GIS Data | Places Data | Store Location Data | Business Location Data | 200 Million + POI Data Mapped | API, Dataset
The Data Appeal | Store Location Data | Places Data | B2B Marketing Data | API, Dataset | 200 Million + POI Data Mapped | Coverage from 2019
Places Data | 60 Million Curated Commercial Locations Worldwide
Xtract.io - Point-of-Interest (POI) Data | Places data | All Starbucks Coffeehouse locations in US and Canada
Xtract.io - Point of Interest (POI data) | Location data | Places Data | 3.5M+ POIs in US and Canada
Best Places Datasets Databases
Best Places Datasets Databases
| # Rank | Provider Name | Dataset Name | Review |
|---|---|---|---|
| 1 | Reomnify | Reomnify: Point-Of-Interest Places Datasets | Reomnify’s places dataset is a dynamic and reliable resource, featuring a wide variety of Points-Of-Interest. With data coming from a range of partners and sources, they offer impressive coverage, especially notable across Australia. With a high accuracy rate and regular weekly updates, this dataset stands out for its comprehensiveness. |
| 2 | Mapthrust | Places API & POI from Mapthrust | Mapthrust presents an extensive places dataset with over 2 billion POIs. Offering access to precise details about any point on the globe, their API is both powerful and affordable, marking a compelling choice for users needing vast coverage. |
| 3 | SafeGraph | Geospatial Data: Places Data - USA, UK, CA - Location Data on 11M+ Places | SafeGraph’s geospatial dataset showcases a robust collection of information on points of interest, with detailed attributes like brand, address, open hours, and more. Particularly impressive is its Placekey universal identifier, allowing easy data joining with other attributes. |
| 4 | SafeGraph | SafeGraph Places Data - Global Coverage - 41M+ POI | Delivering an expansive global coverage, SafeGraph’s places dataset offers a comprehensive look at business listings and points of interest. With its high-quality data, including open and close dates and category tags, it provides an in-depth understanding of the places. |
| 5 | SafeGraph | SafeGraph Brand Data - Global Coverage - 41M+ Places | SafeGraph’s brand data is a valuable resource, offering insights into businesses and points of interest across the globe. Its thorough details include brand, address, operational hours, and more, making it an excellent choice for a variety of business needs. |
| 6 | SafeGraph | SafeGraph Geographic Data - Global Coverage - 41M+ Places | This dataset by SafeGraph shines in providing a wealth of business listing information and POIs globally. The inclusion of the Placekey universal identifier further enriches the data, enabling users to easily integrate this dataset with other attributes. |
| 7 | SafeGraph | SafeGraph GIS Data - Global Coverage - 41M+ Places | SafeGraph’s GIS Data offers in-depth insights into global points of interest. Its extensive and high-quality attributes, such as business details and operational hours, combined with the Placekey identifier, make it a powerful dataset for various use-cases. |
| 8 | SafeGraph | SafeGraph Map Data - Global Coverage - 41M+ Places | SafeGraph’s Map Data stands out for its global coverage of business listings and points of interest. Its robust data, including business-specific details and category tags, are beneficial to users needing a wide-ranging view of places across the globe. |
1. Reomnify: Point-Of-Interest Places Datasets
This dataset by Reomnify presents a broad spectrum of Points-Of-Interest (POIs), compiled meticulously from an array of sources and partners. With over 700,000 locations, primarily in Australia, and more than ten enhancements across 418 categories, the dataset stands as a comprehensive repository. It boasts a high accuracy rate and keeps up-to-date with weekly updates.
Pros
- Comprehensive coverage of POIs.
- High accuracy rate.
- Regular weekly updates.
- Affordable with prices starting from 2c per line of data.
Cons
- Most of the coverage is concentrated in Australia.
2. Places API & POI from Mapthrust
Mapthrust offers an incredibly extensive dataset with over 2 billion POIs. The Places API allows users to delve into the minutiae of any location on earth, all at an affordable price point, making it a desirable choice for users looking for global coverage.
Pros
- Wide global coverage with 2 billion POIs.
- Detailed information on any point on earth.
- Affordable pricing.
Cons
- The sheer volume of data might be overwhelming for some use-cases.
3. Geospatial Data: Places Data - USA, UK, CA - Location Data on 11M+ Places by SafeGraph
SafeGraph’s geospatial dataset offers intricate details about 11 million+ places across the USA, UK, and Canada. From brand specifics to address, latitude/longitude, operational hours, and more, it’s a treasure trove of information for any business.
Pros
- Detailed attributes including brand, address, open hours, etc.
- Includes Placekey universal identifier for easy data merging.
- Broad coverage of the USA, UK, and Canada.
Cons
- Limited to three countries.
4. SafeGraph Places Data - Global Coverage - 41M+ POI
SafeGraph’s Global Coverage dataset offers a robust selection of business listing information. From brand specifics to address, lat/long, operating hours, and NAICS category, this dataset delivers comprehensive details about 41 million+ points of interest worldwide.
Pros
- Extensive global coverage with 41 million+ POIs.
- Detailed attributes including brand, address, lat/long, and open hours.
- Includes Placekey universal identifier for easy data joining.
Cons
- The vast amount of data may be overwhelming for some users.
5. SafeGraph Brand Data - Global Coverage - 41M+ Places
SafeGraph’s Brand Data dataset provides a global outlook on businesses and POIs, focusing on brand-specific information. The high-quality data, including address, location, lat/long, open hours, and NAICS category, covers over 41 million places worldwide.
Pros
- Global coverage with data on 41 million+ places.
- Detailed brand-specific information.
- Includes Placekey universal identifier for easy data merging.
Cons
- Specific focus on brands may not suit all use-cases.
6. SafeGraph Geographic Data - Global Coverage - 41M+ Places
SafeGraph’s Geographic Data dataset delivers a global perspective on points of interest. The data is comprehensive, covering aspects such as brand, address, location, lat/long, open hours, and NAICS category for over 41 million places.
Pros
- Extensive global coverage with 41 million+ places.
- Detailed geospatial information.
- Includes Placekey universal identifier for easy data integration.
Cons
- The amount of data may be extensive for some users.
7. SafeGraph GIS Data - Global Coverage - 41M+ Places
SafeGraph’s GIS Data dataset offers an all-encompassing view of POIs across the globe. With detailed information such as brand, address, location, lat/long, open hours, and NAICS category for over 41 million places, this dataset is a powerful tool for GIS professionals.
Pros
- Broad global coverage with data on 41 million+ places.
- Detailed GIS-oriented information.
- Includes Placekey universal identifier for easy data merging.
Cons
- Specific focus on GIS data may not suit all use-cases.
8. SafeGraph Map Data - Global Coverage - 41M+ Places
SafeGraph’s Map Data dataset provides a rich resource of business listing information and POIs. The data, covering aspects such as brand, address, location, lat/long, open hours, and NAICS category, spans over 41 million places worldwide.
Pros
- Extensive global coverage with 41 million+ places.
- Detailed mapping information.
- Includes Placekey universal identifier for easy data integration.
Cons
- The vast amount of data may be too broad for some specific use-cases.
Use Cases of Places Datasets
Travel and Tourism
Places datasets offer significant value to the travel and tourism industry, aiding in the creation of comprehensive travel guides or interactive maps. They provide tourists with localized data, enhancing their overall travel experience.
Real Estate
In the real estate sector, places datasets are used to enrich property listings with relevant location data, thereby helping potential buyers or renters make informed decisions.
Transportation and Logistics
Companies in transportation and logistics leverage places datasets to optimize delivery routes, thereby reducing costs and improving efficiency.
FAQs About Places Datasets**
How accurate are places datasets?
The accuracy of places datasets depends on the data source and the methodology used for data collection. Most reputable providers place a high emphasis on accuracy and regularly update their datasets to ensure validity.
How often are places datasets updated?
The update frequency can vary based on the provider. Some update their datasets in real-time, while others do so on a daily, weekly, or monthly basis.
Can places datasets be integrated into any system?
Yes, most places datasets can be seamlessly integrated into various systems, thanks to their compatibility with common data formats like CSV, JSON, and XML.