poi_id | type | value | date_last_checked |
---|---|---|---|
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxx | xxxxxxxxxxxxx | xxxxxxxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxx | xxxxxxxxxxxx | xxxxxxxxxx |
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Attribute | Type | Example |
---|---|---|
poi_id | String | 0056b8bf2b1d6e9f9a58bdc818faa0e84c793137 |
type | String | openings |
value | String | saturday_open |
date_last_checked | DateTime | 2023-09-12T00:00:00+00:00 |
poi_id | name | street_address | latitude | longitude | industry | category | date_refreshed | country | state | county | city | stars | rooms | price_class | sentiment | popularity | hours_popular | main_clusters | most_discussed_topics | spoken_languages | traveler_origin | traveler_type | phone | website | date_first_presence | date_closed |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxxxxxxxxxxxx | xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxx | xxxxxxxxx | xxxxxxxxxxxxxxx | xxxx | xxxxxxxxxx | xxxxxxxxxxxxxxxxxxxx | xxxxx | xxxxxxxx | xxxxxxxxxxxx | x | xxxxx | xxxxx | xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | xxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | |||||
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Attribute | Type | Example |
---|---|---|
poi_id | String | 8916d8d52f764d3ec22cc75588a1b813b4ed903a |
name | String | % ARABICA DUBAI MALL |
street_address | String | 1 Financial Center Rd - Dubai - United Arab Emirates |
latitude | Float | 25.19722 |
longitude | Float | 55.278975 |
industry | String | Food & Beverage |
category | String | Cafe |
date_refreshed | DateTime | 2023-09-09T00:00:00+00:00 |
country | String | united arab emirates |
state | String | dubai |
county | String | sector 3 |
city | String | burj khalifa |
stars | ||
rooms | ||
price_class | Integer | 2 |
sentiment | Float | 91.41 |
popularity | Float | 72.05 |
hours_popular | String | {"monday":"mid_day","tuesday":"mid_day","wednesday":"mid_day","thursday":"evening","friday":"afternoon","saturday":"evening","sunday":"afternoon"} |
main_clusters | String | [{"cluster": "Appearance","sentiment": 93.33},{"cluster": "Atmosphere","sentiment": 84.21},{"cluster": "Costs","sentiment": 0.00},{"cluster": "Food Quality","sentiment": 94.07},{"cluster": "Hospita... |
most_discussed_topics | String | [{"topic": "coffee","sentiment": 94.62},{"topic": "place","sentiment": 88.89},{"topic": "staff","sentiment": 78.57},{"topic": "service","sentiment": 100.00},{"topic": "latte","sentiment": 75.00}] |
spoken_languages | String | [{"language": "en","sentiment": 90.45,"percentage": 72.77},{"language": "ar","sentiment": 85.00,"percentage": 17.77},{"language": "ko","sentiment": 90.00,"percentage": 2.22},{"language": "ru","sent... |
traveler_origin | ||
traveler_type | ||
phone | String | +971 4 331 1071 |
website | String | https://www.arabicacoffee.ae/ |
date_first_presence | DateTime | 2017-03-29T00:00:00+00:00 |
date_closed |
poi_id | day_of_week | period_time | open_time | close_time | date_last_checked |
---|---|---|---|---|---|
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | x | x | xxxxx | xxxxx | xxxxxxxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | x | x | xxxxx | xxxxx | xxxxxxxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | x | x | xxxxx | xxxxx | xxxxxxxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | x | x | xxxxx | xxxxx | xxxxxxxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | x | x | xxxxx | xxxxx | xxxxxxxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | x | x | xxxxx | xxxxx | xxxxxxxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | x | x | xxxxx | xxxxx | xxxxxxxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | x | x | xxxxx | xxxxx | xxxxxxxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | x | x | xxxxx | xxxxx | xxxxxxxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | x | x | xxxxx | xxxxx | xxxxxxxxxx |
Attribute | Type | Example |
---|---|---|
poi_id | String | 0056b8bf2b1d6e9f9a58bdc818faa0e84c793137 |
day_of_week | Integer | 0 |
period_time | Integer | 1 |
open_time | String | 10:00 |
close_time | String | 22:00 |
date_last_checked | DateTime | 2023-09-12T00:00:00+00:00 |
poi_id | date | period | time_period | popularity |
---|---|---|---|---|
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | xxxxxxx | xxxxxxxxxxxxxxxxxxxx | xxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | xxxxxxxx | xxxxxxxxxxxxxxxxxxxx | xxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | xxxxxxx | xxxxxxxxxxxxxxxxxxxxxxx | xxxx |
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Attribute | Type | Example |
---|---|---|
poi_id | String | 0189a4995b2dcef5e2228973de43258d7df16395 |
date | DateTime | 2021-09-01T00:00:00+00:00 |
period | String | weekend |
time_period | String | (10-12) Late Morning |
popularity | Float | 8.66 |
poi_id | date | popularity |
---|---|---|
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | xxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | xxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | xxxxx |
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Attribute | Type | Example |
---|---|---|
poi_id | String | 0189a4995b2dcef5e2228973de43258d7df16395 |
date | DateTime | 2021-09-01T00:00:00+00:00 |
popularity | Float | 75.17 |
poi_id | date | reviews | sentiment |
---|---|---|---|
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | xx | xxxxx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | x | xx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | x | xx |
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | x | xxx |
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xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx | xxxxxxxxxx | xxx | xxxxx |
Attribute | Type | Example |
---|---|---|
poi_id | String | 0189a4995b2dcef5e2228973de43258d7df16395 |
date | DateTime | 2021-09-01T00:00:00+00:00 |
reviews | Integer | 29 |
sentiment | Float | 80.52 |
Description
Unique Data Fusion: We provide an exceptional fusion of geolocated data enhanced by our proprietary Sentiment and Popularity index for each Point of Interest (POI) and territory, spanning across 180+ countries. Versatile Applications: Our Point of Interest (POI) Data finds endless applications, from guiding retailers and FMCG brands in site selection to fueling marketing intelligence. It aids real estate investment analysis, risk assessment, sustainability management, and reputation analysis. Access Insights: With our Location Data you will easily access Sentiment and Popularity scores, empowering you to pinpoint high-potential places and businesses. Fresh & Reliable: We specialize in delivering up-to-date and reliable Business Listings Data for every POI. Historical data spanning up to 5 years enables trend analysis. Granularity: Our Map Data offers remarkable granularity, delivered at tile 14 (about 750x750 meters), and finer granularity options at no extra cost. GDPR Compliant: Our commitment to data security ensures GDPR compliance. Seamless Visualization: Our user-friendly .csv data packages seamlessly integrate with popular GIS systems like Esri, QGIS, Carto, and more. Trust in 251M+ global POI locations, real-time sentiment analysis. Coverage since 2019. Elevate your data experience with our Point of Interest (POI) Data!
Country Coverage
(249 countries)- Algeria
- Angola
- Benin
- Botswana
- Burkina Faso
- Burundi
- Cabo Verde
- Cameroon
- Central African Republic
- Chad
- Comoros
- Congo
- Congo, The Democratic Republic of the
- Côte d'Ivoire
- Djibouti
- Egypt
- Equatorial Guinea
- Eritrea
- Eswatini
- Ethiopia
- French Southern Territories
- 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
- Tanzania
- Togo
- Tunisia
- Uganda
- Western Sahara
- Zambia
- Zimbabwe
- Antarctica
- Bouvet Island
- Heard Island and McDonald Islands
- South Georgia and the South Sandwich Islands
- Afghanistan
- Armenia
- Azerbaijan
- Bahrain
- Bangladesh
- Bhutan
- British Indian Ocean Territory
- Brunei Darussalam
- Cambodia
- China
- Christmas Island
- Cocos (Keeling) Islands
- Cyprus
- Georgia
- Hong Kong
- India
- Indonesia
- Iran
- Iraq
- Israel
- Japan
- Jordan
- Kazakhstan
- Kuwait
- Kyrgyzstan
- Lao People's Democratic Republic
- Lebanon
- Macao
- Malaysia
- Maldives
- Mongolia
- Myanmar
- Nepal
- North Korea
- Oman
- Pakistan
- Palestine, State of
- Philippines
- Qatar
- Saudi Arabia
- Singapore
- South Korea
- Sri Lanka
- Syrian Arab Republic
- Taiwan
- Tajikistan
- Thailand
- Timor-Leste
- Turkmenistan
- United Arab Emirates
- Uzbekistan
- Vietnam
- Yemen
- 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
- United States Minor Outlying Islands
- Vanuatu
- Wallis and Futuna
- Albania
- Andorra
- Austria
- Belarus
- Belgium
- Bosnia and Herzegovina
- Bulgaria
- Croatia
- Czechia
- Denmark
- Estonia
- Faroe Islands
- Finland
- France
- Germany
- Gibraltar
- Greece
- Guernsey
- Holy See (Vatican City State)
- Hungary
- Iceland
- Ireland
- Isle of Man
- Italy
- Jersey
- Latvia
- Liechtenstein
- Lithuania
- Luxembourg
- Malta
- Moldova
- Monaco
- Montenegro
- Netherlands
- North Macedonia
- Norway
- Poland
- Portugal
- Romania
- Russian Federation
- San Marino
- Serbia
- Slovakia
- Slovenia
- Spain
- Svalbard and Jan Mayen
- Sweden
- Switzerland
- Türkiye
- Ukraine
- United Kingdom
- Åland Islands
- Anguilla
- Antigua and Barbuda
- Aruba
- Bahamas
- Barbados
- Belize
- Bermuda
- Bonaire, Sint Eustatius and Saba
- Canada
- Cayman Islands
- Costa Rica
- Cuba
- Curaçao
- Dominica
- Dominican Republic
- El Salvador
- Greenland
- Grenada
- Guadeloupe
- Guatemala
- Haiti
- Honduras
- Jamaica
- Martinique
- Mexico
- Montserrat
- Nicaragua
- Panama
- Puerto Rico
- Saint Barthélemy
- Saint Kitts and Nevis
- Saint Lucia
- Saint Martin (French part)
- Saint Pierre and Miquelon
- Saint Vincent and the Grenadines
- Sint Maarten (Dutch part)
- Trinidad and Tobago
- Turks and Caicos Islands
- United States
- Virgin Islands, British
- Virgin Islands, U.S.
- Argentina
- Bolivia
- Brazil
- Chile
- Colombia
- Ecuador
- Falkland Islands (Malvinas)
- French Guiana
- Guyana
- Paraguay
- Peru
- Suriname
- Uruguay
- Venezuela
Data Categories
- Location Data
- Map Data
- Business Listings Data
- Point of Interest (POI) Data
- GIS Data
Pricing
One-off purchase |
Available |
Monthly License |
Available |
Yearly License |
Available |
Usage-based |
Available |
Volumes
- Online Sources Monitored
- 137
- Countries Mapped
- 195
- Million Points of Interest Mapped
- 251
- Billion Pieces of Online Content Analyzed Each Day
- 320
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