25 datasets found
  1. d

    Address & ZIP Validation Dataset | Mobility Data | Geospatial Checks +...

    • datarade.ai
    .csv
    Updated May 17, 2024
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    GeoPostcodes (2024). Address & ZIP Validation Dataset | Mobility Data | Geospatial Checks + Coverage Flags (Global) [Dataset]. https://datarade.ai/data-products/geopostcodes-geospatial-data-zip-code-data-address-vali-geopostcodes
    Explore at:
    .csvAvailable download formats
    Dataset updated
    May 17, 2024
    Dataset authored and provided by
    GeoPostcodes
    Area covered
    Bolivia (Plurinational State of), Cabo Verde, Kazakhstan, Mongolia, South Africa, Korea (Republic of), French Guiana, Ireland, Sint Maarten (Dutch part), Colombia
    Description

    Our location data powers the most advanced address validation solutions for enterprise backend and frontend systems.

    A global, standardized, self-hosted location dataset containing all administrative divisions, cities, and zip codes for 247 countries.

    All geospatial data for address data validation is updated weekly to maintain the highest data quality, including challenging countries such as China, Brazil, Russia, and the United Kingdom.

    Use cases for the Address Validation at Zip Code Level Database (Geospatial data)

    • Address capture and address validation

    • Address autocomplete

    • Address verification

    • Reporting and Business Intelligence (BI)

    • Master Data Mangement

    • Logistics and Supply Chain Management

    • Sales and Marketing

    Product Features

    • Dedicated features to deliver best-in-class user experience

    • Multi-language support including address names in local and foreign languages

    • Comprehensive city definitions across countries

    Data export methodology

    Our location data packages are offered in variable formats, including .csv. All geospatial data for address validation are optimized for seamless integration with popular systems like Esri ArcGIS, Snowflake, QGIS, and more.

    Why do companies choose our location databases

    • Enterprise-grade service

    • Full control over security, speed, and latency

    • Reduce integration time and cost by 30%

    • Weekly updates for the highest quality

    • Seamlessly integrated into your software

    Note: Custom address validation packages are available. Please submit a request via the above contact button for more details.

  2. d

    Global Cyber Risk Data | Email Address Validation | Drive Decisions on...

    • datarade.ai
    .json, .csv
    Updated Nov 2, 2024
    + more versions
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    Datazag (2024). Global Cyber Risk Data | Email Address Validation | Drive Decisions on Domain Security and Email Deliverability [Dataset]. https://datarade.ai/data-products/datazag-global-cyber-risk-data-email-address-validation-datazag
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    .json, .csvAvailable download formats
    Dataset updated
    Nov 2, 2024
    Dataset authored and provided by
    Datazag
    Area covered
    Iceland, Romania, Slovakia, Ecuador, Japan, Sao Tome and Principe, Tajikistan, Ethiopia, El Salvador, Greece
    Description

    DomainIQ is a comprehensive global Domain Name dataset for organizations that want to build cyber security, data cleaning and email marketing applications. The dataset consists of the DNS records for over 267 million domains, updated daily, representing more than 90% of all public domains in the world.

    The data is enriched by over thirty unique data points, including identifying the mailbox provider for each domain and using AI based predictive analytics to identify elevated risk domains from both a cyber security and email sending reputation perspective.

    DomainIQ from Datazag offers layered intelligence through a highly flexible API and as a dataset, available for both cloud and on-premises applications. Standard formats include CSV, JSON, Parquet, and DuckDB.

    Custom options are available for any other file or database format. With daily updates and constant research from Datazag, organizations can develop their own market leading cyber security, data cleaning and email validation applications supported by comprehensive and accurate data from Datazag. Data updates available on a daily, weekly and monthly basis. API data is updated on a daily basis.

  3. d

    UK POI Data | Geospatial Data | 2.3M+ POIs in UK | API Dataset

    • datarade.ai
    Updated Feb 20, 2025
    + more versions
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    InfobelPRO (2025). UK POI Data | Geospatial Data | 2.3M+ POIs in UK | API Dataset [Dataset]. https://datarade.ai/data-products/uk-poi-data-geospatial-data-2-3m-pois-in-uk-api-dataset-infobelpro
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    .bin, .json, .xml, .csv, .xls, .sql, .txtAvailable download formats
    Dataset updated
    Feb 20, 2025
    Dataset authored and provided by
    InfobelPRO
    Area covered
    United Kingdom
    Description

    Our European Point of Interest (POI) data supports various location intelligence projects and facilitates the development of precise mapping and navigation tools, location analysis, address validation, and much more. Gain access to highly accurate, clean, and EU scaled POI data featuring over 2.3 million verified locations across the UK. We have been providing this data to companies worldwide for 30 years.

    • Develop mapping and navigation tools and software.
    • Identify new areas and locations suitable for business development.
    • Analyze the presence of competitors and nearby populations.
    • Optimize routes to enhance delivery efficiency.
    • Evaluate property values based on nearby infrastructure.
    • Support disaster management by identifying high-risk areas.
    • Promote your products and services using geotargeting strategies.

    Our use cases demonstrate how our data has been beneficial and helped our customers in several key areas: 1. Gaining a Competitive Edge: Utilize point of interest (POI) data to analyze competitors, identify high-opportunity areas, and attract more customers. 2. Enhancing Customer Journeys: Leverage location intelligence to provide personalized, real-time recommendations that boost customer engagement. 3. Optimizing Store Expansion: Select the most profitable locations by analyzing foot traffic, demographics, and competitor insights. 4. Streamlining Deliveries: Improve fulfillment accuracy through address validation, reducing failed shipments and increasing customer satisfaction. 5. Driving Smarter Campaigns: Use geospatial insights to effectively target the right audiences, enhance outreach, and maximize campaign impact.

  4. ONS Postcode Directory (February 2024) for the UK

    • geoportal.statistics.gov.uk
    • hub.arcgis.com
    Updated Feb 18, 2024
    + more versions
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    Office for National Statistics (2024). ONS Postcode Directory (February 2024) for the UK [Dataset]. https://geoportal.statistics.gov.uk/datasets/e14b1475ecf74b58804cf667b6740706
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    Dataset updated
    Feb 18, 2024
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    https://www.ons.gov.uk/methodology/geography/licenceshttps://www.ons.gov.uk/methodology/geography/licences

    Area covered
    Description

    This is the ONS Postcode Directory (ONSPD) for the United Kingdom as at February 2024 in Comma Separated Variable (CSV) and ASCII text (TXT) formats. This file contains the multi CSVs so that postcode areas can be opened in MS Excel. To download the zip file click the Download button. The ONSPD relates both current and terminated postcodes in the United Kingdom to a range of current statutory administrative, electoral, health and other area geographies. It also links postcodes to pre-2002 health areas, 1991 Census enumeration districts for England and Wales, 2001 Census Output Areas (OA) and Super Output Areas (SOA) for England and Wales, 2001 Census OAs and SOAs for Northern Ireland and 2001 Census OAs and Data Zones (DZ) for Scotland. It now contains 2021 Census OAs and SOAs for England, Wales and Northern Ireland. It helps support the production of area-based statistics from postcoded data. The ONSPD is produced by ONS Geography, who provide geographic support to the Office for National Statistics (ONS) and geographic services used by other organisations. The ONSPD is issued quarterly. (File size - 231 MB) Please note that this product contains Royal Mail, Gridlink, LPS (Northern Ireland), Ordnance Survey and ONS Intellectual Property Rights.

  5. AI API Market Analysis, Size, and Forecast 2025-2029: North America (US and...

    • technavio.com
    Updated Jul 10, 2025
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    Technavio (2025). AI API Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, and UK), APAC (China, India, Japan, and South Korea), South America (Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/ai-api-market-industry-analysis
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    Dataset updated
    Jul 10, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Canada, United States, Germany, Global
    Description

    Snapshot img

    AI API Market Size 2025-2029

    The AI API market size is forecast to increase by USD 78.45 billion at a CAGR of 22% between 2024 and 2029.

    The market is experiencing significant growth as the democratization of advanced AI capabilities through API models gains momentum. This shift enables businesses of all sizes to integrate AI functionality into their operations without requiring extensive expertise or resources. A key trend in the market is the move towards multimodality and native integration, allowing for seamless interaction between various AI technologies and applications. The emergence of generative AI at the edge is a significant driver, enabling advanced analytics and decision-making capabilities in industries such as manufacturing, healthcare, and transportation.
    However, the market faces challenges as concerns over data privacy, model governance, and ethical risks continue to mount. Companies must navigate these obstacles effectively to capitalize on the opportunities presented by the market and maintain customer trust. By focusing on transparency, security, and ethical AI implementation, businesses can differentiate themselves and thrive in this dynamic landscape. Data security protocols are crucial in the edge infrastructure landscape, with predictive maintenance and thermal management systems ensuring operational efficiency and reliability.
    

    What will be the Size of the AI API Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    In the dynamic API market, reliability metrics and performance optimization are crucial factors for businesses seeking to deliver high-quality digital experiences. API response tracing and request validation help identify and address performance issues, ensuring optimal API runtime environments. Error handling and change management are essential for maintaining API uptime and minimizing downtime. API deployment pipelines and testing methodologies streamline the development process, enabling continuous integration and delivery. Monitoring dashboards provide real-time insights into API usage, while data modeling and schema validation ensure data accuracy and consistency.

    Security compliance is a top priority, with event handling and API infrastructure costs shaping the market landscape. API documentation standards facilitate developer onboarding and adoption, while caching techniques and scalability strategies optimize API performance. API management platforms offer comprehensive solutions, integrating testing automation, traffic analysis, and response formatting capabilities. Ultimately, the API market is driven by the evolving needs of businesses, requiring adaptable solutions that prioritize reliability, performance, and security.

    How is this AI API Industry segmented?

    The AI API industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Usage
    
      Generative AI API
      Text and NLP API
      Image and vision API
      Speech and voice API
      Predictive analytics API
    
    
    Deployment
    
      Cloud-based API
      Edge and on-premises API
    
    
    End-user
    
      Healthcare and life sciences
      BFSI
      Retail and e-commerce
      Media and entertainment
      Telecom and government sector
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        UK
    
    
      APAC
    
        China
        India
        Japan
        South Korea
    
    
      South America
    
        Brazil
    
    
      Rest of World (ROW)
    

    By Usage Insights

    The Generative AI API segment is estimated to witness significant growth during the forecast period. The API market is witnessing significant advancements with the integration of Generative AI APIs, a transformative function that creates new, synthetic, and original content based on user prompts and underlying patterns learned from extensive training datasets. This functionality spans various intellectual tasks, such as generating human-like text, computer code, novel images, music, and spoken audio. Businesses are capitalizing on this capability to automate and scale content creation, accelerate research and development, and build innovative applications. The API landscape encompasses several key components, including data transformation, microservice architecture, data validation, traffic routing, governance policies, performance testing, documentation generator, AI-powered testing, mocking frameworks, and security auditing.

    Generative AI APIs represent the most transformative and rapidly advancing functionality within the AI API market. Their core function is not to analyze existing data but to create new, synthetic, and original content based on user prompts and underlying patterns learned from vast

  6. d

    Geospatial Data | Global Coverage: US UK Germany France (...) | 164M+ Places...

    • datarade.ai
    Updated Feb 20, 2025
    + more versions
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    InfobelPRO (2025). Geospatial Data | Global Coverage: US UK Germany France (...) | 164M+ Places | API Dataset [Dataset]. https://datarade.ai/data-products/geospatial-data-global-coverage-us-uk-germany-france-infobelpro
    Explore at:
    .bin, .json, .xml, .csv, .xls, .sql, .txtAvailable download formats
    Dataset updated
    Feb 20, 2025
    Dataset authored and provided by
    InfobelPRO
    Area covered
    Belgium, United States, Germany, France, United Kingdom
    Description

    Unlock the power of 164M+ verified locations across 220+ countries with high-precision geospatial data. Featuring 50+ enriched attributes including coordinates, building type, and geometry. Our AI-powered dataset ensures unmatched accuracy through advanced deduplication and enrichment. With 30+ years of industry expertise, we deliver trusted, customizable data solutions for mapping, navigation, urban planning, and marketing, empowering smarter decision-making and strategic growth.

    Key use cases of Geospatial data have helped our customers in several areas:

    1. Gain a Competitive Edge with Smarter Mapping : Use geospatial data to analyse competitors, identify high-traffic zones, and optimize locations for maximum impact.
    2. Enhance Navigation & Location-Based Engagement : Improve turn-by-turn navigation, EV charging station discovery, and real-time travel insights for seamless customer experiences.
    3. Find High-Value Locations for Business Growth : Leverage geospatial intelligence to select profitable retail sites, franchise locations, and warehouses with precision.
    4. Streamline Deliveries & Address Validation : Improve shipping accuracy, reduce failed deliveries, and optimize courier routes for better customer satisfaction.
    5. Drive Smarter Decisions with Spatial Analysis : Utilize location intelligence for disaster risk assessment, public health campaigns, and agricultural planning.
  7. c

    Crystal Roof | Council Tax by address API

    • crystalroof.co.uk
    json
    Updated Apr 18, 2024
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    CrystalRoof Ltd (2024). Crystal Roof | Council Tax by address API [Dataset]. https://crystalroof.co.uk/api-docs/method/council-tax-by-address
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Apr 18, 2024
    Dataset authored and provided by
    CrystalRoof Ltd
    License

    https://crystalroof.co.uk/api-terms-of-usehttps://crystalroof.co.uk/api-terms-of-use

    Area covered
    Wales, England
    Description

    This method returns the council tax band and the corresponding council tax figure.

    Council tax bands are retrieved for each individual property, with tax values derived from levels set by local authorities. Figures include adult social care and parish precepts.

    Address Format Recommendations

    This method utilises sophisticated heuristics to match the searched property address to the council tax database. In 99% of cases, a match is found. However, please follow the recommendations below to achieve the best results:

    1. The address should be sufficient to identify the exact property. If several properties correspond to the input, the method will return an error.
    2. Best results are achieved when using the address derived from the SINGLE_LINE_ADDRESS field of the OS AddressBase datasets.
    3. If you do not utilise OS AddressBase datasets, please include the following data: Flat, BuildingName, BuildingNumber, StreetName, Town or PostTown, Postcode.

    We suggest using commas as delimiters as shown in this example. Some data points may not exist for each particular address. In this case, simply ignore them.

    Address format examples:

    5 WOODBINE TERRACE, EXETER, EX4 4LJ
    where 5 is BuildingNumber, WOODBINE TERRACE is StreetName, EXETER is Town, EX4 4LJ is Postcode.

    FLAT 1, CHARLOTTE COURT, INVERMEAD CLOSE, LONDON, W6 0WW
    where FLAT 1 is Flat, CHARLOTTE COURT is BuildingName, INVERMEAD CLOSE is StreetName, LONDON is Town, W6 0WW is Postcode.

  8. E

    Scots pine single nucleotide polymorphism (SNP) genotypes for Axiom array...

    • catalogue.ceh.ac.uk
    • hosted-metadata.bgs.ac.uk
    • +2more
    zip
    Updated Mar 27, 2020
    + more versions
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    S. Cavers; W. Wachowiak; A. Perry (2020). Scots pine single nucleotide polymorphism (SNP) genotypes for Axiom array validation [Dataset]. http://doi.org/10.5285/7ee55609-d6b1-4693-8b36-2bf84fef76c2
    Explore at:
    zipAvailable download formats
    Dataset updated
    Mar 27, 2020
    Dataset provided by
    NERC EDS Environmental Information Data Centre
    Authors
    S. Cavers; W. Wachowiak; A. Perry
    Area covered
    Dataset funded by
    Natural Environment Research Council
    Description

    The dataset contains genotypes for samples used to validate a 50K single nucleotide polymorphism (SNP, DNA mutation) Axiom array for Scots pine (Pinus sylvestris) and closely related members of the Pinus mugo complex.

  9. d

    POI Data | Geospatial Data | Global Coverage: US UK Germany France (...) |...

    • datarade.ai
    Updated Mar 23, 2025
    + more versions
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    InfobelPRO (2025). POI Data | Geospatial Data | Global Coverage: US UK Germany France (...) | 164M+ Points of Interest | API Dataset [Dataset]. https://datarade.ai/data-products/global-places-poi-the-best-global-points-of-interest-for-you-infobelpro
    Explore at:
    .bin, .json, .xml, .csv, .xls, .sql, .txtAvailable download formats
    Dataset updated
    Mar 23, 2025
    Dataset authored and provided by
    InfobelPRO
    Area covered
    United States, Germany, France, United Kingdom
    Description

    Our Point of Interest (POI) data supports various location intelligence projects and facilitates the development of precise mapping and navigation tools, location analysis, address validation, and much more. Gain access to highly accurate, clean, and globally scaled POI data featuring over 164 million verified locations across 220 countries. We have been providing this data to companies worldwide for 30 years.

    • Develop mapping and navigation tools and software.
    • Identify new areas and locations suitable for business development.
    • Analyze the presence of competitors and nearby populations.
    • Optimize routes to enhance delivery efficiency.
    • Evaluate property values based on nearby infrastructure.
    • Support disaster management by identifying high-risk areas.
    • Promote your products and services using geotargeting strategies.

    Our use cases demonstrate how our data has been beneficial and helped our customers in several key areas: 1. Gaining a Competitive Edge: Utilize point of interest (POI) data to analyze competitors, identify high-opportunity areas, and attract more customers. 2. Enhancing Customer Journeys: Leverage location intelligence to provide personalized, real-time recommendations that boost customer engagement. 3. Optimizing Store Expansion: Select the most profitable locations by analyzing foot traffic, demographics, and competitor insights. 4. Streamlining Deliveries: Improve fulfillment accuracy through address validation, reducing failed shipments and increasing customer satisfaction. 5. Driving Smarter Campaigns: Use geospatial insights to effectively target the right audiences, enhance outreach, and maximize campaign impact.

  10. Active Pharmaceutical Ingredients Market Analysis, Size, and Forecast...

    • technavio.com
    Updated Dec 15, 2024
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    Technavio (2024). Active Pharmaceutical Ingredients Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Italy, and UK), Middle East and Africa (Egypt, KSA, Oman, and UAE), APAC (China, India, and Japan), South America (Argentina and Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/active-pharmaceutical-ingredients-market-industry-analysis
    Explore at:
    Dataset updated
    Dec 15, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global
    Description

    Snapshot img

    Active Pharmaceutical Ingredients Market Size 2025-2029

    The active pharmaceutical ingredients market size is forecast to increase by USD 97.6 billion, at a CAGR of 7.1% between 2024 and 2029. The Active Pharmaceutical Ingredients (API) market is experiencing a significant shift in manufacturing scenarios, with an increasing trend towards outsourcing and contract manufacturing in developing countries. This paradigm change is driven by cost savings and improved access to specialized expertise and resources.

    Major Market Trends & Insights

    Asia dominated the market and accounted for a 51% share in 2023.
    The market is expected to grow significantly in North America region as well over the forecast period.
    Based on the Manufacturing Type, the captive APIs segment led the market and was valued at USD 124.10 billion of the global revenue in 2023.
    Based on the Type, the innovative APIs segment accounted for the largest market revenue share in 2023.
    

    Market Size & Forecast

    Market Opportunities: USD 238.60 Billion
    Future Opportunities: USD 97.6 Billion
    CAGR (2024-2029): 7.1%
    Asia: Largest market in 2023
    

    The demand for APIs is further fueled by research and investment in biologics and biosimilars, as well as small and large molecule drugs for treating various conditions, including infectious diseases, genetic disorders, and mental health disorders like schizophrenia. However, this transition comes with challenges. High investment costs for setting up state-of-the-art manufacturing facilities and the risk of substantial losses due to regulatory non-compliance pose significant hurdles for market entrants.

    Companies must navigate these challenges to capitalize on the opportunities presented by the evolving API market landscape. Strategic partnerships, continuous process improvement, and robust regulatory compliance are essential strategies for companies seeking to thrive in this dynamic market.

    What will be the Size of the Active Pharmaceutical Ingredients Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The active pharmaceutical ingredients (API) market continues to evolve, driven by advancements in biopharmaceutical manufacturing and technological innovations. Continuous manufacturing processes, such as those employing analytical chemistry methods and solid-state chemistry, are increasingly utilized for API production. Quality control testing, in-process controls, and downstream processing techniques ensure the production of high-quality APIs. In the realm of drug delivery systems, large molecule APIs and drug formulation processes are undergoing significant advancements. API purification techniques, including upstream processing and chemical synthesis methods, play a crucial role in ensuring the purity and efficacy of APIs. Furthermore, the integration of bioreactor technology and cell line development in the production of large molecule APIs is revolutionizing the industry. The contract APIs segment is the second largest segment of the manufacturing type and was valued at USD 100.50 billion in 2023.

    Process intensification through microfluidic synthesis, flow chemistry, and peptide synthesis is another key trend in API manufacturing. Pharmaceutical synthesis, API characterization methods, and pharmaceutical process validation are essential components of the API development lifecycle. GMP compliance and the adoption of advanced technologies, such as crystallization techniques and process analytical technology, further enhance the industry's capabilities. For instance, a leading pharmaceutical company reported a 15% increase in API production efficiency through the implementation of continuous manufacturing processes and advanced analytical techniques. Industry growth is expected to reach 8% annually, driven by these technological advancements and the increasing demand for high-quality APIs.

    How is this Active Pharmaceutical Ingredients Industry segmented?

    The active pharmaceutical ingredients industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Manufacturing Type
    
      Captive APIs
      Contract APIs
    
    
    Type
    
      Innovative APIs
      Generic APIs
    
    
    Synthesis Method
    
      Biotech APIs
      Synthetic APIs
    
    
    Application
    
      Cardiovascular Diseases
      Oncology
      CNS and Neurology
      Orthopedic
      Endocrinology
      Pulmonology
      Gastroenterology
      Nephrology
      Ophthalmology
      Anti-Infectives
      Diabetes
      Respiratory Diseases
      Other
    
    
    End-User
    
      Pharmaceutical Companies
      Biotechnology Companies
      Contract Research Organizations (CROs)
      Academic/Research Institutes
    
    
    Potency
    
      High Potency APIs (HPAPIs)
      Low Potency APIs
    
  11. n

    Multispectral airborne imagery and associated classifications, training data...

    • data-search.nerc.ac.uk
    • hosted-metadata.bgs.ac.uk
    • +2more
    zip
    Updated Jul 26, 2021
    + more versions
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    University of East Anglia (2021). Multispectral airborne imagery and associated classifications, training data and validation data, for mapping nectar-rich floral resources for pollinators, Northamptonshire, UK 2020 [Dataset]. https://data-search.nerc.ac.uk/geonetwork/srv/api/records/cf68be0c-e969-4190-8ec6-abeedb51b42c
    Explore at:
    zipAvailable download formats
    Dataset updated
    Jul 26, 2021
    Dataset provided by
    University of East Anglia
    University of Cambridge
    NERC EDS Environmental Information Data Centre
    License

    https://eidc.ceh.ac.uk/licences/OGL/plainhttps://eidc.ceh.ac.uk/licences/OGL/plain

    http://inspire.ec.europa.eu/metadata-codelist/LimitationsOnPublicAccess/noLimitationshttp://inspire.ec.europa.eu/metadata-codelist/LimitationsOnPublicAccess/noLimitations

    Time period covered
    May 15, 2019 - Jul 8, 2020
    Area covered
    Description

    Data presented here include imagery with ground-sampling distances of 3 cm and 7 cm for March 2019, May 2019 and July 2019. Also included are the corresponding ground-truth training and verification data presented as shapefiles, as well as the classification output and other data relevant to the project such as the width of floral units. The imagery was acquired by Spectrum Aviation using A6D-100c (50mm) Hasselblad cameras with bayer filters, mounted on a Sky Arrow 650 manned aircraft. Ground-truth data for training maximum likelihood classifications and for verifying the accuracy of classifications were gathered within eight days of imagery acquisition. Ground-truth data were acquired from sown field margins and hedgerow surrounding one study field. This dataset was acquired from March to July 2019 at a farm in Northamptonshire, UK. Data were acquired as part of a NERC funded iCASE PhD studentship (NERC grant NE/N014472/1) based at the University of East Anglia and in collaboration with Hutchinsons Ltd. The aim of the research was to map the floral units of five nectar-rich flowering plant species using very high resolution multispectral imagery. Each species constitutes an important food resource for pollinators. The plant species in question were Prunus spinosa, Crataegus monogyna, Silene dioica, Centaurea nigra and Rubus fruticosus. Full details about this dataset can be found at https://doi.org/10.5285/cf68be0c-e969-4190-8ec6-abeedb51b42c

  12. d

    Location & Address Data Global (1.8 billion addresses)

    • datarade.ai
    .csv
    Updated Oct 8, 2020
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    Matrixian (2020). Location & Address Data Global (1.8 billion addresses) [Dataset]. https://datarade.ai/data-products/location-data-matrixian-group
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    .csvAvailable download formats
    Dataset updated
    Oct 8, 2020
    Dataset authored and provided by
    Matrixian
    Area covered
    San Marino, Bouvet Island, Burkina Faso, Poland, Mauritius, Åland Islands, Grenada, Cameroon, United States Minor Outlying Islands, Central African Republic
    Description

    For every organization it is important to have the correct address details of customers. We have a location database in which every address in the globe can be found. From more than 1.8 billion addresses and households we provide detailed information about the geo coordinates, the surrounded area and region.

  13. d

    International Email Checker API

    • datarade.ai
    Updated Oct 14, 2020
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    Matrixian (2020). International Email Checker API [Dataset]. https://datarade.ai/data-products/international-email-checker-matrixian-group
    Explore at:
    .json, .xml, .csv, .xlsAvailable download formats
    Dataset updated
    Oct 14, 2020
    Dataset authored and provided by
    Matrixian
    Area covered
    Thailand, Singapore, Georgia, Kuwait, Burundi, Colombia, American Samoa, Equatorial Guinea, Faroe Islands, Nicaragua
    Description

    It is very annoying when customers leave an incorrect email address when purchasing a product or subscribing to a service online. Your emails will not arrive and you risk being blacklisted which means you can no longer send emails. We have therefore designed the International Email Checker, a smart tool that guarantees the correctness of email addresses in your customer base.

    The International Email Checker ensures that your customers always fill in their correct email addresses. A link with our data is used to check whether the email address exists, the spelling is correct and whether it can receive digital mail. In addition, the International Email Checker indicates whether it is a business or private email address and if it has ever been used for fraudulent activities.

    Benefits: - Correct email addresses in your customer base - Improves the customer experience - Increases your reach and thus the conversion - Prevents phishing emails - Prevents that invoices do not arrive - No blacklist danger - International

  14. d

    Global Address Database (24M Streets) | Postal, Lat/Long, Localities &...

    • datarade.ai
    .csv
    Updated May 13, 2024
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    GeoPostcodes (2024). Global Address Database (24M Streets) | Postal, Lat/Long, Localities & Regions | Weekly Updates [Dataset]. https://datarade.ai/data-products/geopostcodes-address-data-global-coverage-24-m-streets-geopostcodes
    Explore at:
    .csvAvailable download formats
    Dataset updated
    May 13, 2024
    Dataset authored and provided by
    GeoPostcodes
    Area covered
    Sint Maarten (Dutch part), Gibraltar, Guam, Guernsey, Åland Islands, Malaysia, Holy See, Kazakhstan, Ireland, Tanzania
    Description

    A comprehensive self-hosted geospatial database of street names, coordinates, and address data ranges for Enterprise use. The address data are georeferenced with industry-standard WGS84 coordinates (geocoding).

    All geospatial data are provided in the official local languages. Names and other data in non-Roman languages are also made available in English through translations and transliterations.

    Use cases for the Global Address Database (Geospatial data)

    • Address capture and validation

    • Parcel delivery

    • Master Data Management

    • Logistics and Shipping

    • Sales and Marketing

    Additional features

    • Fully and accurately geocoded

    • Multi-language support

    • Address ranges for streets covered by several zip codes

    • Comprehensive city definitions across countries

    • Administrative areas with a level range of 0-4

    • International Address Formats

    For additional insights, you can combine the map data with:

    • UNLOCODE and IATA codes (geocoded)

    • Time zones and Daylight Saving Time (DST)

    • Population data: Past and future trends

    Data export methodology

    Our location data packages are offered in CSV format. All geospatial data are optimized for seamless integration with popular systems like Esri ArcGIS, Snowflake, QGIS, and more.

    Why companies choose our location databases

    • Enterprise-grade service

    • Reduce integration time and cost by 30%

    • Frequent, consistent updates for the highest quality

    Note: Custom geospatial data packages are available. Please submit a request via the above contact button for more details.

  15. Email Address Data API | Connect with 700M+ Professionals | Reliable Email...

    • datarade.ai
    Updated Oct 27, 2021
    + more versions
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    Success.ai (2021). Email Address Data API | Connect with 700M+ Professionals | Reliable Email Outreach | Best Price Guarantee [Dataset]. https://datarade.ai/data-products/email-address-data-api-connect-with-700m-professionals-r-success-ai
    Explore at:
    .bin, .json, .xml, .csv, .xls, .sql, .txtAvailable download formats
    Dataset updated
    Oct 27, 2021
    Dataset provided by
    Area covered
    Thailand, Barbados, Lao People's Democratic Republic, Western Sahara, Romania, Uzbekistan, South Georgia and the South Sandwich Islands, Bolivia (Plurinational State of), Grenada, Mozambique
    Description

    Success.ai’s Email Address Data API equips businesses with unparalleled access to over 700 million verified professional email addresses, ensuring every outreach effort lands in the right inbox. Designed to streamline email campaigns and enhance engagement, this API provides continuously updated, AI-validated data that minimizes bounce rates and maximizes response.

    Whether you’re targeting new markets, strengthening existing relationships, or launching strategic account-based marketing initiatives, Success.ai’s Email Address Data API offers the reliability and scale you need. Backed by our Best Price Guarantee, this solution empowers your sales and marketing teams to confidently connect with the global professional community.

    Why Choose Success.ai’s Email Address Data API?

    1. Comprehensive Global Coverage

      • Tap into a vast database of 700M+ verified emails spanning all major industries and geographic regions.
      • Scale your outreach globally, discovering new opportunities and accelerating pipeline growth.
    2. AI-Validated Accuracy

      • Rely on 99% data accuracy, minimizing wasted outreach on invalid addresses and ensuring maximum deliverability.
      • Reduce manual data checks and focus on building meaningful connections.
    3. Real-Time Data Updates

      • Automatically refresh your contact lists with the latest verified emails, staying aligned with dynamic market and organizational changes.
      • Adapt swiftly to new product launches, seasonal campaigns, or evolving strategic priorities.
    4. Ethical and Compliant

      • Fully adheres to GDPR, CCPA, and other global privacy regulations, ensuring responsible and lawful data usage.

    Data Highlights:

    • 700M+ Verified Professional Emails: Engage with diverse audiences across industries and markets.
    • AI-Driven Validation: Leverage automated accuracy checks to boost deliverability and reduce bounce rates.
    • Real-Time Updates: Keep your CRM or marketing tools fresh with continuously refreshed email data.
    • Best Price Guarantee: Achieve top-tier results at the most competitive prices in the industry.

    Key Features of the Email Address Data API:

    1. Instant Contact Enrichment

      • Enrich your existing records with verified emails to enhance your communication efforts.
      • Automate data updates and avoid laborious manual checks.
    2. Granular Filtering and Segmentation

      • Query the API to target specific roles, industries, or regions for precision marketing.
      • Zero in on your ideal customer profile (ICP) segments, boosting conversion and engagement rates.
    3. Scalable and Flexible Integration

      • Easily integrate the API into CRM systems, marketing automation platforms, or analytics tools.
      • Adjust parameters and queries as your business evolves, ensuring the API grows with your needs.
    4. Continuous Validation and Reliability

      • Count on AI-driven validation to ensure your email addresses are always up-to-date and actionable.
      • Improve ROI by focusing on verified, relevant contacts who are ready to engage.

    Strategic Use Cases:

    1. Sales and Lead Generation

      • Empower sales teams with accurate, verified emails to reach decision-makers quickly and efficiently.
      • Personalize outreach efforts to resonate with high-value prospects.
    2. Marketing Campaigns and ABM Strategies

      • Integrate verified email data into ABM campaigns for highly targeted, personalized messaging.
      • Increase open and click-through rates by delivering compelling content to the right audience.
    3. Market Expansion and Product Launches

      • Identify and reach potential customers in new markets or industries with minimal guesswork.
      • Accelerate time-to-market by connecting with prospects before competitors enter the scene.
    4. Recruitment and Talent Acquisition

      • Use verified emails to directly engage qualified candidates, speeding up hiring cycles.
      • Ensure recruiters focus on responsive, relevant talent pools.

    Why Choose Success.ai?

    1. Best Price Guarantee

      • Access top-tier email address data at unmatched prices, ensuring excellent ROI on your outreach initiatives.
    2. Seamless Integration

      • Effortlessly incorporate the API into your existing workflows, eliminating data silos and manual imports.
    3. Data Accuracy with AI Validation

      • Depend on 99% accuracy to guide data-driven decisions, improve targeting, and enhance conversion rates in every campaign.
    4. Customizable and Scalable Solutions

      • Tailor your queries, filters, and datasets to align with shifting business objectives or market conditions.

    Additional APIs for Enhanced Functionality:

    1. Data Enrichment API

      • Combine verified email addresses with other enrichment data for a comprehensive view of your prospects, enabling more informed targeting and personalization.
    2. Trend Analysis API

      • Leverage real-time insights into market shifts, ...
  16. d

    Global Zip Code Dataset (9M+) | Address Data | Country, Regions, Lat/Long,...

    • datarade.ai
    Updated Jun 14, 2024
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    GeoPostcodes (2024). Global Zip Code Dataset (9M+) | Address Data | Country, Regions, Lat/Long, City | Weekly Updated [Dataset]. https://datarade.ai/data-products/geopostcodes-zip-code-data-global-coverage-8-6-m-zip-code-geopostcodes
    Explore at:
    .csv, .geojson, .kmlAvailable download formats
    Dataset updated
    Jun 14, 2024
    Dataset authored and provided by
    GeoPostcodes
    Area covered
    United States
    Description

    A global self-hosted location dataset containing all administrative divisions, cities, and zip codes for 247 countries. All geospatial data is updated weekly to maintain the highest data quality, including challenging countries such as China, Brazil, Russia, and the United Kingdom.

    Use cases for the Global Zip Code Database (Geospatial data)

    • Address capture and validation

    • Map and visualization

    • Reporting and Business Intelligence (BI)

    • Master Data Mangement

    • Logistics and Supply Chain Management

    • Sales and Marketing

    Data export methodology

    Our location data packages are offered in variable formats, including .csv. All geospatial data are optimized for seamless integration with popular systems like Esri ArcGIS, Snowflake, QGIS, and more.

    Product Features

    • Fully and accurately geocoded

    • Administrative areas with a level range of 0-4

    • Multi-language support including address names in local and foreign languages

    • Comprehensive city definitions across countries

    For additional insights, you can combine the map data with:

    • UNLOCODE and IATA codes

    • Time zones and Daylight Saving Times

    Why do companies choose our location databases

    • Enterprise-grade service

    • Reduce integration time and cost by 30%

    • Weekly updates for the highest quality

    Note: Custom geospatial data packages are available. Please submit a request via the above contact button for more details.

  17. d

    EU POI Data | Geospatial Data | 46M+ POIs in Europe: Germany France (...) |...

    • datarade.ai
    Updated Feb 6, 2025
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    InfobelPRO (2025). EU POI Data | Geospatial Data | 46M+ POIs in Europe: Germany France (...) | API Dataset [Dataset]. https://datarade.ai/data-products/eu-poi-data-geospatial-data-46m-pois-in-europe-germany-infobelpro
    Explore at:
    .bin, .json, .xml, .csv, .xls, .sql, .txtAvailable download formats
    Dataset updated
    Feb 6, 2025
    Dataset authored and provided by
    InfobelPRO
    Area covered
    Germany, France, Belgium, United Kingdom
    Description

    Our European Point of Interest (POI) data supports various location intelligence projects and facilitates the development of precise mapping and navigation tools, location analysis, address validation, and much more. Gain access to highly accurate, clean, and EU scaled POI data featuring over 46 million verified locations across 40 countries. We have been providing this data to companies worldwide for 30 years.

    • Develop mapping and navigation tools and software.
    • Identify new areas and locations suitable for business development.
    • Analyze the presence of competitors and nearby populations.
    • Optimize routes to enhance delivery efficiency.
    • Evaluate property values based on nearby infrastructure.
    • Support disaster management by identifying high-risk areas.
    • Promote your products and services using geotargeting strategies.

    Our use cases demonstrate how our data has been beneficial and helped our customers in several key areas: 1. Gaining a Competitive Edge: Utilize point of interest (POI) data to analyze competitors, identify high-opportunity areas, and attract more customers. 2. Enhancing Customer Journeys: Leverage location intelligence to provide personalized, real-time recommendations that boost customer engagement. 3. Optimizing Store Expansion: Select the most profitable locations by analyzing foot traffic, demographics, and competitor insights. 4. Streamlining Deliveries: Improve fulfillment accuracy through address validation, reducing failed shipments and increasing customer satisfaction. 5. Driving Smarter Campaigns: Use geospatial insights to effectively target the right audiences, enhance outreach, and maximize campaign impact.

  18. d

    Wappalyzer Global Website Technology Stack - Lookup API - Technographic Data...

    • datarade.ai
    .json, .csv
    Updated Jun 16, 2020
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    Wappalyzer (2020). Wappalyzer Global Website Technology Stack - Lookup API - Technographic Data [Dataset]. https://datarade.ai/data-products/lookup-api
    Explore at:
    .json, .csvAvailable download formats
    Dataset updated
    Jun 16, 2020
    Dataset authored and provided by
    Wappalyzer
    Area covered
    Tunisia, American Samoa, Belarus, Hong Kong, Puerto Rico, Sierra Leone, Malaysia, Afghanistan, New Caledonia, Lithuania
    Description

    Product provided by Wappalyzer. Instant access to website technology stacks.

    Lookup API Perform near-instant technology lookups with the Lookup API. Results are fetched from our comprehensive database of millions of websites. If we haven't seen a domain before, we'll index it immediately and report back within minutes.

  19. UK B2B Data API | Comprehensive Market Insights | Best Price Guarantee

    • datarade.ai
    Updated Oct 27, 2021
    + more versions
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    Success.ai (2021). UK B2B Data API | Comprehensive Market Insights | Best Price Guarantee [Dataset]. https://datarade.ai/data-products/uk-b2b-data-api-comprehensive-market-insights-best-price-success-ai
    Explore at:
    .bin, .json, .xml, .csv, .xls, .sql, .txtAvailable download formats
    Dataset updated
    Oct 27, 2021
    Dataset provided by
    Area covered
    United Kingdom
    Description

    Success.ai’s UK B2B Data API empowers sales, marketing, and research teams with instant access to over 10 million verified UK professionals and businesses. Offering a rich array of firmographic details, contact information, and financial data, this API enables you to discover and engage the most relevant prospects, suppliers, or partners in the UK market.

    With continuously updated, AI-validated data, you can confidently refine targeting, enrich CRM systems, and make strategic decisions rooted in reliable insights. Supported by our Best Price Guarantee, Success.ai’s UK B2B Data API provides the intelligence and cost-effectiveness needed to thrive in a competitive and fast-moving UK business environment.

    Why Choose Success.ai’s UK B2B Data API?

    1. Comprehensive UK Market Coverage

      • Access profiles of over 10M UK professionals and organizations spanning multiple industries, regions, and sizes.
      • Seamlessly scale campaigns, ABM strategies, and supplier searches to discover new revenue streams and opportunities.
    2. AI-Validated Accuracy

      • Rely on 99% data accuracy through AI-driven validation processes, reducing wasted efforts on outdated or irrelevant leads.
      • Base strategic decisions on current, reliable firmographic and financial insights.
    3. Continuous Data Updates

      • Receive ongoing data refreshes to stay aligned with evolving market conditions, M&A activities, and leadership changes.
      • Adapt swiftly to seasonal trends, market shifts, or product launches, ensuring long-term relevance and effectiveness.
    4. Ethical and Compliant

      • Fully adheres to GDPR and other UK/EU data privacy standards, ensuring responsible and lawful data usage.
      • Protect your brand reputation and mitigate compliance risks in a heavily regulated market.

    Data Highlights:

    • Over 10M UK Professionals: Explore extensive datasets of British businesses and decision-makers for precise targeting.
    • Firmographic Insights: Access company size, industry classification, revenue range, and geographic footprint data.
    • Contact and Financial Data: Obtain verified work emails, phone numbers, and financial indicators to guide informed decision-making.
    • Best Price Guarantee: Secure exceptional ROI with top-tier UK B2B data at unmatched value.

    Key Features of the UK B2B Data API:

    1. On-Demand Data Enrichment

      • Enhance CRM systems, marketing automation platforms, or analytics tools with verified UK business profiles.
      • Remove guesswork and manual data imports, saving time and resources.
    2. Advanced Filtering and Query Options

      • Filter companies by industry, revenue tier, employee count, or specific UK regions.
      • Hone in on target segments that align with your ideal customer profile, improving campaign efficiency.
    3. Real-Time Validation and Reliability

      • Leverage AI-driven validation for top-tier data integrity and accuracy.
      • Enhance confidence in your campaigns, reduce bounce rates, and boost conversion outcomes.
    4. Scalable and Seamless Integration

      • Easily incorporate the API into your existing workflows, eliminating data silos and streamlining operations.
      • Adjust queries and parameters as business objectives shift, ensuring continuous alignment with strategic goals.

    Strategic Use Cases:

    1. Account-Based Marketing (ABM) and Personalization

      • Identify and prioritize UK-based accounts that match your ICP, delivering targeted, relevant messaging.
      • Improve account engagement and accelerate deal velocity through data-driven personalization.
    2. Market Entry and Product Launches

      • Validate new product-market fit by understanding UK market demands and competitor landscapes.
      • Execute timely product introductions supported by reliable, location-specific insights.
    3. Supplier and Partnership Selection

      • Evaluate UK vendors, distributors, or potential partners using firmographic and financial data.
      • Strengthen supply chains, reduce operational risks, and improve strategic alliances.
    4. Recruitment and Workforce Planning

      • Identify clusters of professionals with desired skills, experience, or qualifications in the UK.
      • Fill critical roles, improve staffing solutions, and align talent acquisition with growth plans.

    Why Choose Success.ai?

    1. Best Price Guarantee

      • Access high-quality UK B2B data at industry-leading prices, ensuring exceptional ROI for data-driven initiatives.
    2. Seamless Integration

      • Incorporate the API into existing workflows, enhancing productivity and reducing manual data handling overhead.
    3. Data Accuracy with AI Validation

      • Trust in 99% accuracy to guide strategic decisions, refine targeting, and enhance conversion rates.
    4. Customizable and Scalable Solutions

      • Tailor datasets to focus on specific industries, regions, or company attributes as market conditions and strategic priorities evolve...
  20. d

    Personal Email Lookup API - Get personal email addresses of individuals...

    • datarade.ai
    .json
    Updated Mar 7, 2023
    + more versions
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    Nubela (2023). Personal Email Lookup API - Get personal email addresses of individuals using their LinkedIn profile [Dataset]. https://datarade.ai/data-products/personal-email-lookup-api-get-personal-email-addresses-of-i-nubela
    Explore at:
    .jsonAvailable download formats
    Dataset updated
    Mar 7, 2023
    Dataset authored and provided by
    Nubela
    Area covered
    Lao People's Democratic Republic, Japan, Slovenia, Jersey, Myanmar, Tanzania, Palau, Mayotte, Burkina Faso, Guernsey
    Description

    ➡️ DOCS With just their LinkedIn profile, get their personal email addresses for your lead generation, outreach efforts and etc. Check out our API Docs at ➡ nubela.co/proxycurl/docs

    ➡️ PRICING MODEL Get the data using our API at just $0.01/credit, with each successful request using up only 1 credit. If you need more advanced data points, use more credits for each API request.

    ➡️ COVERAGE Our Personal Email Lookup API covers profiles globally.

    ➡️ FRESHNESS 88% of our data is fetched in real time, and the API takes 2-3 seconds to complete. If freshness is not a priority, you can choose cached results, which returns immediately.

    ➡️ LEGAL COMPLIANCE All our data and procedures are in place that meet major legal compliance requirements such as GDPR, CCPA. We help you be compliant too.

Share
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GeoPostcodes (2024). Address & ZIP Validation Dataset | Mobility Data | Geospatial Checks + Coverage Flags (Global) [Dataset]. https://datarade.ai/data-products/geopostcodes-geospatial-data-zip-code-data-address-vali-geopostcodes

Address & ZIP Validation Dataset | Mobility Data | Geospatial Checks + Coverage Flags (Global)

Explore at:
.csvAvailable download formats
Dataset updated
May 17, 2024
Dataset authored and provided by
GeoPostcodes
Area covered
Bolivia (Plurinational State of), Cabo Verde, Kazakhstan, Mongolia, South Africa, Korea (Republic of), French Guiana, Ireland, Sint Maarten (Dutch part), Colombia
Description

Our location data powers the most advanced address validation solutions for enterprise backend and frontend systems.

A global, standardized, self-hosted location dataset containing all administrative divisions, cities, and zip codes for 247 countries.

All geospatial data for address data validation is updated weekly to maintain the highest data quality, including challenging countries such as China, Brazil, Russia, and the United Kingdom.

Use cases for the Address Validation at Zip Code Level Database (Geospatial data)

  • Address capture and address validation

  • Address autocomplete

  • Address verification

  • Reporting and Business Intelligence (BI)

  • Master Data Mangement

  • Logistics and Supply Chain Management

  • Sales and Marketing

Product Features

  • Dedicated features to deliver best-in-class user experience

  • Multi-language support including address names in local and foreign languages

  • Comprehensive city definitions across countries

Data export methodology

Our location data packages are offered in variable formats, including .csv. All geospatial data for address validation are optimized for seamless integration with popular systems like Esri ArcGIS, Snowflake, QGIS, and more.

Why do companies choose our location databases

  • Enterprise-grade service

  • Full control over security, speed, and latency

  • Reduce integration time and cost by 30%

  • Weekly updates for the highest quality

  • Seamlessly integrated into your software

Note: Custom address validation packages are available. Please submit a request via the above contact button for more details.

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