Geospatial dataset
Gain a deep understanding of customer behaviors and
business performance.
- Evaluate any business, brand or industry around the globe.
- Data from +130 review and social channels
- Get the full geospatial dataset or a subset
TRUSTED BY 20,000+ CUSTOMERS WORLDWIDE
{
"poi_id": "73ed3ed0443478417464302156adc0dd355420b5",
"name": "T Hotel",
"street_address": "Leliegracht 18 Amsterdam",
"latitude": "52.375161",
"longitude": "4.887147",
"industry": "Hospitality",
"category": "Hotel",
"date_refreshed": "2023-09-15",
"country": "netherlands",
"state": "noord-holland",
"county": "amsterdam",
"city": "amsterdam",
"stars": "3",
"rooms": "8",
"price_class": "2",
"sentiment": "90.43",
"popularity": "75.53",
"hours_popular": "",
"main_clusters": [
{"cluster": "Atmosphere", "sentiment": 84.22},
{"cluster": "Cleanliness", "sentiment": 100.00},
{"cluster": "Costs", "sentiment": 35.71},
{"cluster": "Food", "sentiment": 95.40},
{"cluster": "Hotel Staff", "sentiment": 96.46},
{"cluster": "Internet", "sentiment": 100.00},
{"cluster": "Parking Availability", "sentiment": 0.00},
{"cluster": "Room", "sentiment": 85.83},
{"cluster": "Services", "sentiment": 70.73},
{"cluster": "Structure", "sentiment": 100.00}
],
"most_discussed_topics": [
{"topic": "staff", "sentiment": 98.91},
{"topic": "room", "sentiment": 87.90},
{"topic": "breakfast", "sentiment": 95.41},
{"topic": "stair", "sentiment": 9.52},
{"topic": "everything", "sentiment": 89.66}
],
"spoken_languages": [
{"language": "en", "sentiment": 91.70, "percentage": 63.07},
{"language": "fr", "sentiment": 89.60, "percentage": 9.95},
{"language": "nl", "sentiment": 93.08, "percentage": 7.88},
{"language": "de", "sentiment": 87.99, "percentage": 7.46},
{"language": "pt", "sentiment": 85.26, "percentage": 4.56},
{"language": "other", "sentiment": 89.71, "percentage": 7.08}
],
"traveler_origin": [
{"country": "gb", "sentiment": 92.85, "percentage": 16.93},
{"country": "us", "sentiment": 89.28, "percentage": 15.63},
{"country": "fr", "sentiment": 90.21, "percentage": 8.46},
{"country": "be", "sentiment": 91.28, "percentage": 8.14},
{"country": "de", "sentiment": 81.21, "percentage": 6.84},
{"country": "other", "sentiment": 90.14, "percentage": 44.00}
],
"traveler_type": [
{"type": "couple", "sentiment": 89.64, "percentage": 50.02},
{"type": "family", "sentiment": 90.68, "percentage": 32.16},
{"type": "groups", "sentiment": 91.22, "percentage": 13.37},
{"type": "solo", "sentiment": 90.57, "percentage": 4.45}
],
"phone": "+31 20 422 2741",
"website": "http://www.thotel.nl/",
"date_first_presence": "2016-01-03",
"date_closed": ""
}
Geospatial barcode dataset sample
This third party geospatial dataset has over 260+ million POIs across 170 countries, 20 industries, and 800+ categories. This is a modular dataset starting with Basic POI data with additional data points per your need.
Flexible pricing, starting from $.01/record
DATASETS
FREE SAMPLES AVAILABLE
- Minimum order of $1,000
- Pay only for what you need
- Free samples available
- Cut costs by filtering unnecessary data
Geospatial datasets tailored to your needs
Get easy to use, well-structured datasets for any use case
Data subscription
Subscribe to access datasets at a significantly reduced cost.
File output formats
JSON, NDJSON, JSON Lines, CSV, Parquet. Optional .gz compression.
Flexible delivery
Snowflake, Amazon S3 bucket, Google Cloud, Azure, and SFTP.
Scalable data
Scale without worrying about infra, proxy servers, or blocks.
Cost savings
Customize any dataset using filters and formatting options.
Code maintenance
Datasets are maintained based on website structure changes.
Simplified integrations
Benefit from integrations with Snowflake and AWS.
24/7 support
A dedicated team of data professionals is here to help.
Leaders in compliance
Data is ethically obtained and compliant with all privacy laws.
Get structured and reliable Geospatial data
We’ll provide the data while you focus on the rest
High-volume web data
With our unblocking capabilities and round-the-clock IP rotation we ensure access to all data points on a website.
Data for immediate use
Every aspect of the data collection process is thoroughly validated as part of our robust data validation process.
Automated data flow
Create custom schedules to automate data delivery and watch the data flow seamlessly into your storage.
How companies use Geospatial datasets
Discover new areas
Discover areas using geospatial datasets with the ideal resource mix, accessibility, and population density for business operations, investments, and infrastructure projects.
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Evaluate risk
Use geospatial datasets to support and evaluate risks associated with geographic factors such as natural disasters, environmental hazards, and socio-economic conditions.
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Location specific metrics
Analyze geospatial datasets to track and report location-specific performance metrics, including market penetration, customer demographics, and competitor analysis.
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