ESG Data | Business Location Information, Foot Traffic, and Footprint Data for ESG Risk product image in hero

ESG Data | Business Location Information, Foot Traffic, and Footprint Data for ESG Risk

A dataset by SafeGraph
Latitude Longitude NAICS Category Tags +21 more
36.714767 -121.662912 441110 [Mexican Food,Casual Dining,Lunch,Dinner] ...
36.714767 -121.662912 441110 [Mexican Food,Casual Dining,Lunch,Dinner] Sample
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ESG Data | Business Location Information, Foot Traffic, and Footprint Data for ESG Risk 11M POI (Points of Interest) icon
11M POI (Points of Interest)
ESG Data | Business Location Information, Foot Traffic, and Footprint Data for ESG Risk 240 countries covered icon
240 countries covered
ESG Data | Business Location Information, Foot Traffic, and Footprint Data for ESG Risk 3 years of historical data icon
3 years of historical data

Available Datasets for Purchase

Description

Detailed business listing information about points of interest (POI) to be used for ESG risk data. Create ESG scores using address, location, lat/log, open-hours, footprint, and foot traffic data. Understand qualities like demographic catchment, flood risk, and co-tenancy using SafeGraph POI data.
SafeGraph POI data is used by a number of institutions as supplementary ESG data. SafeGraph provides baseline information for thousands of businesses in the SafeGraph product suite. The current scope of a place is defined as any location humans can visit with the exception of single-family homes. SafeGraph provides clean and accurate geospatial datasets on 11M+ physical places/points of interest (POI). This data can be joined with other SafeGraph data on building footprint and listing information, including how people interact with those places (foot traffic and neighborhood movement patterns) and transaction patterns. Data coverage is dependent on the country where the business is located. ESG use cases include dropping walking and driving isochrones around POI to understand customer catchment area analyses, joining location and building footprint data with weather datasets to model flood risk, or measuring the demographic and location behaviors of neighborhood visits to understand who the business serves. Hundreds of industry leaders like Choice Hotels, Sysco, Verizon Media, Goldman Sachs, and Esri already rely on SafeGraph POI data to unlock business insights and drive innovation.

Data Attributes

Attribute & Description Example
Latitude
Latitude coordinate of the place of interest.
36.714767
Longitude
Longitude coordinate of the place of interest.
-121.662912
NAICS
6-digit NAICS code describing the business.
441110
Category Tags
For POI with naics_code starting 722, we provide an array of descriptive tags indicating higher-resolution category information.
[Mexican Food,Casual Dining,Lunch,Dinner]
Open Hours
A JSON string with days as keys and opening & closing times (in the POI's local time) as values. See more info in Places Manual
{ "Mon": [["8:00", "22:00"]], "Tue": [["8:00", "13:00"], ["18:00", "24:00"]], "Wed": [["0:00", "2:00"]], "Thu": [["0:00", "24:00"]]...
Street Address
Street address of the place of interest.
1100 Auto Center Circle
Brand
If this POI is an instance of a larger brand that we have explicitly identified, this column will contain that brand name. This is an easy way to, for example, unambiguously select all Target stores in the USA. A POI may have multiple brands, as in a new car dealership that sells ford and lincoln cars.
Walmart
Placekey
Unique and persistent ID tied to this POI. See the Places Manual for details on placekey design.
[email protected]
Parent Placekey
If place is a tenant / sub-store inside a larger place (e.g. mall, airport, stadium), this lists the placekey of the parent place, otherwise null. See more on parent-child relationships in the Places Manual.
[email protected]
Location Name
The name of the place of interest.
Salinas Valley Ford Lincoln
Top Category
The label associated with the first 4 digits of the POI’s NAICS category.
Automobile Dealers
Sub Category
The label associated with all 6 digits of the POI’s NAICS category.
New Car Dealers
City
The city in which this point of interest is located.
Irvine
Region
When iso_country_code == US, then this is the USA state or territory. When iso_country_code == CA, then this is the Canadian Province or territory.
CA
Postal Code
When iso_country_code == US, then this is the USA 5 digit zip code. When iso_country_code == CA, then this is the Canadian postal code in the form of a 3 digit Forward Sortation Area (FSA), a space, and the 3 digit Local Delivery Unit (LDU).
92602
ISO Country Code
The 2 letter ISO 3166-1 alpha-2 country code. Expected values are US and CA.
US
Phone Number
The phone number of this POI
+14151234567
Opened On
The year and month this POI opened in yyyy-mm format. If null, then this POI either opened before our earliest metadata on this POI (see "tracking_opened_since"), or we do not have enough metadata to determine an open date.
2019-10
Closed On
The year and month this POI closed in yyyy-mm format. If null, then this POI is open.
2020-03
Stock Symbol
The stock ticker (if the corporation is traded publicly)
F
polygon_wkt
The shape of the place of interest, formatted as Well-Known Text (WKT).
Polygon ((-121.663310 36.715207, …, -121.663310 36.715207))
includes_parking_lot
Whether or not the polygon includes the parking lot.
false
visitor_home_cbgs
The number of visitors to the POI from each census block group based on the visitor's home location.
{"360610112021": 603, "460610112021": 243, "560610112021": 106, "660610112021": 87, "660610112021": 51}
bucketed_dwell_times
The distribution of visit dwell times based on pre-specified buckets. Key is the range of dwell time in minutes and value is number of visits that were within that range.
{ "<5": 40, "5-20": 22, "21-60": 45, "61-240": 3, ">240": 5}
census_block_group
FIPS code for this Census block group
530330080012

Geography

Africa (58)
Algeria
Angola
Benin
Botswana
Burkina Faso
Burundi
Cabo Verde
Cameroon
Central African Republic
Chad
Comoros
Congo
Congo (Democratic Republic of the)
Côte d'Ivoire
Djibouti
Egypt
Equatorial Guinea
Eritrea
Ethiopia
Gabon
Gambia
Ghana
Guinea
Guinea-Bissau
Kenya
Lesotho
Liberia
Libya
Madagascar
Malawi
Mali
Mauritania
Mauritius
Mayotte
Morocco
Mozambique
Namibia
Niger
Nigeria
Rwanda
Réunion
Saint Helena, Ascension and Tristan da Cunha
Sao Tome and Principe
Senegal
Seychelles
Sierra Leone
Somalia
South Africa
South Sudan
Sudan
Swaziland
Tanzania, United Republic of
Togo
Tunisia
Uganda
Western Sahara
Zambia
Zimbabwe
Asia (51)
Afghanistan
Armenia
Azerbaijan
Bahrain
Bangladesh
Bhutan
Brunei Darussalam
Cambodia
China
Cyprus
Georgia
Hong Kong
India
Indonesia
Iran (Islamic Republic of)
Iraq
Israel
Japan
Jordan
Kazakhstan
Korea (Democratic People's Republic of)
Korea (Republic of)
Kuwait
Kyrgyzstan
Lao People's Democratic Republic
Lebanon
Macao
Malaysia
Maldives
Mongolia
Myanmar
Nepal
Oman
Pakistan
Palestine, State of
Philippines
Qatar
Saudi Arabia
Singapore
Sri Lanka
Syrian Arab Republic
Taiwan
Tajikistan
Thailand
Timor-Leste
Turkey
Turkmenistan
United Arab Emirates
Uzbekistan
Vietnam
Yemen
Europe (51)
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
Russian Federation
San Marino
Serbia
Slovakia
Slovenia
Spain
Svalbard and Jan Mayen
Sweden
Switzerland
Ukraine
United Kingdom
Åland Islands
North America (13)
Belize
Bermuda
Canada
Costa Rica
El Salvador
Greenland
Guatemala
Honduras
Mexico
Nicaragua
Panama
Saint Pierre and Miquelon
United States of America
Oceania (25)
American Samoa
Australia
Cook Islands
Fiji
French Polynesia
Guam
Kiribati
Marshall Islands
Micronesia (Federated States of)
Nauru
New Caledonia
New Zealand
Niue
Norfolk Island
Northern Mariana Islands
Palau
Papua New Guinea
Pitcairn
Samoa
Solomon Islands
Tokelau
Tonga
Tuvalu
Vanuatu
Wallis and Futuna
South America (42)
Anguilla
Antigua and Barbuda
Argentina
Aruba
Bahamas
Barbados
Bolivia (Plurinational State of)
Bonaire, Sint Eustatius and Saba
Brazil
Cayman Islands
Chile
Colombia
Cuba
Curaçao
Dominica
Dominican Republic
Ecuador
Falkland Islands (Malvinas)
French Guiana
Grenada
Guadeloupe
Guyana
Haiti
Jamaica
Martinique
Montserrat
Paraguay
Peru
Puerto Rico
Saint Barthélemy
Saint Kitts and Nevis
Saint Lucia
Saint Martin (French part)
Saint Vincent and the Grenadines
Sint Maarten (Dutch part)
Suriname
Trinidad and Tobago
Turks and Caicos Islands
Uruguay
Venezuela (Bolivarian Republic of)
Virgin Islands (British)
Virgin Islands (U.S.)

History

3 years of historical data

Volume

200 Countries
7,800 Brands
30 Attributes
11 million POI (Points of Interest)

Pricing

Free sample available
License Starts at
One-off purchase Not available
Monthly License Not available
Yearly License Available
Usage-based Available

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Delivery

Methods
S3 Bucket
UI Export
REST API
Frequency
monthly
on-demand
Format
.csv

Use Cases

Categories

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Frequently asked questions

What is ESG Data Business Location Information, Foot Traffic, and Footprint Data for ESG Risk?

Detailed business listing information about points of interest (POI) to be used for ESG risk data. Create ESG scores using address, location, lat/log, open-hours, footprint, and foot traffic data. Understand qualities like demographic catchment, flood risk, and co-tenancy using SafeGraph POI data.

What are the data attributes of ESG Data Business Location Information, Foot Traffic, and Footprint Data for ESG Risk?

This product has 25 key data attributes. These include Latitude, Longitude, NAICS, Category Tags, and Open Hours. Request a data sample from SafeGraph to see these attributes in more detail and see what information they can provide.

What is ESG Data Business Location Information, Foot Traffic, and Footprint Data for ESG Risk used for?

This product has 5 key use cases. SafeGraph recommends using the data for ESG Investing, Portfolio Construction, Portfolio Analysis, ESG Performance Analysis, and Catchment Area Analysis. Global businesses and organizations buy ESG Data from SafeGraph to fuel their analytics and enrichment.

Who can use ESG Data Business Location Information, Foot Traffic, and Footprint Data for ESG Risk?

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

How far back does the data in ESG Data Business Location Information, Foot Traffic, and Footprint Data for ESG Risk go?

This Dataset / Database / Data Feed / Data API has 3 years of historical coverage. It can be delivered on a monthly and on-demand basis.

Which countries does ESG Data Business Location Information, Foot Traffic, and Footprint Data for ESG Risk cover?

This product includes data covering 240 countries like USA, China, Japan, Germany, and India. SafeGraph is headquartered in United States of America.

How much does ESG Data Business Location Information, Foot Traffic, and Footprint Data for ESG Risk cost?

Pricing information for ESG Data Business Location Information, Foot Traffic, and Footprint Data for ESG Risk is available by getting in contact with SafeGraph. Connect with SafeGraph to get a quote and arrange custom pricing models based on your data requirements.

How can I get ESG Data Business Location Information, Foot Traffic, and Footprint Data for ESG Risk?

Businesses can buy ESG Data from SafeGraph and get the data via S3 Bucket, UI Export, and REST API. Depending on your data requirements and subscription budget, SafeGraph can deliver this product in .csv format.

What is the data quality of ESG Data Business Location Information, Foot Traffic, and Footprint Data for ESG Risk?

You can compare and assess the data quality of SafeGraph using Datarade’s data marketplace. SafeGraph has received 17 reviews from clients. SafeGraph appears on selected Datarade top lists ranking the best data providers, including Best Data Providers For Location-Based Marketing and Top 10 POI Data Providers & APIs.

What are similar products to ESG Data Business Location Information, Foot Traffic, and Footprint Data for ESG Risk?

This Dataset / Database / Data Feed / Data API has 3 related products. These alternatives include Site Selection Data - USA, UK, Canada Business Listing Information and Foot-traffic, Visitor, and Demographic Aggregations Business Location Data, Building Footprints data +5M locations in the U.S, and INRIX Historical Traffic Information (Traffic Data for Europe and North America). You can compare the best ESG Data providers and products via Datarade’s data marketplace and get the right data for your use case.