WhoisFreaks’ IP Geolocation Database Gives the accurate city and state-level data to detect threats and prevent fraud.

Geo Open is an IP address geolocation per country in MMDB format. The database can be used as a replacement for software using the MMDB format. Information about MMDB format: https://maxmind.github.io/MaxMind-DB/ Open source server using Geo Open: https://github.com/adulau/mmdb-server Open source library to read MMDB file: https://github.com/maxmind/MaxMind-DB-Reader-python Historical dataset: https://cra.circl.lu/opendata/geo-open/ The database is automatically generated from public BGP AS announces matching the country code. The precision is at country level.

Accurate, daily-updated country-level IP geolocation database. GeoIP-compatible, open license, free to download and use for any purpose.

The IP Address Lookup market is booming, projected to reach $610 million by 2033 with a 15% CAGR. Driven by cybersecurity, IoT, and location-based services, this in-depth analysis explores market trends, key players (MaxMind, IP2Location), and regional growth. Discover the future of IP geolocation data.

Accurate, daily-updated country-level IP geolocation and IP to Autonomous System (ASN) databases. GeoIP-compatible, open license, free to download and use for any purpose.

The IP address lookup market is booming, projected to reach $1.5 billion in 2025 and grow at a 15% CAGR. This comprehensive analysis explores market drivers, trends, restraints, and key players like MaxMind and IPinfo, covering regional insights across North America, Europe, and Asia-Pacific. Discover the future of geolocation technology and its impact on various industries.

This IP2Location IP Geolocation LITE database in BIN format provides a solution to determine the country of origin for any IP address for IPv4.

IPinfo IP to Country ASN database

IPinfo's IP to Country ASN database is an open-access database that provides information on the country and ASN (Autonomous System Number) of a given IP address.

• It offers full accuracy and is updated daily.
• The database is licensed under CC-BY-SA 4.0, allowing for commercial usage.
• It includes both IPv4 and IPv6 addresses.
• There are two file formats available: CSV and MMDB.

Notebook

Please explore the provided notebook to learn about the dataset:

🔗 IPinfo IP to Country ASN Demo Notebook for Kaggle

Documentation

Detailed documentation for the IP to Country ASN database can be found on IPinfo's documentation page. Database samples are also available on IPinfo's GitHub repo.

🔗 Documentation: https://ipinfo.io/developers/ip-to-country-asn-database

Context and value

The IPinfo IP to Country ASN database is a subset of IPinfo's IP to Geolocation database and the ASN database.

The database provides daily updates, complete IPv4 and IPv6 coverage, and full accuracy, just like its parent databases. The database is crucial for:

• Cybersecurity and threat intelligence
• Open Source Intelligence (OSINT)
• Firewall policy configuration
• Sales intelligence
• Marketing analytics and adtech
• Personalized user experience

Whether you are running a web service or a server connected to the internet, this enterprise-ready database should be part of your tech stack.

Usage

In this dataset, we include 3 files:

• country_asn.csv → For reverse IP look-ups and running IP-based analytics
• country_asn.mmdb → For IP address information look-ups
• ips.txt → Sample IP addresses

Using the CSV dataset

As the CSV dataset has a relatively small size (~120 MB), any dataframe and database should be adequate. However, we recommend users not use the CSV file for IP address lookups. For everything else, feel free to explore the CSV file format.

Using the MMDB dataset

The MMDB dataset requires a special third-party library called the MMDB reader library. The MMDB reader library enables you to look up IP addresses at the most efficient speed possible. However, as this is a third-party library, you should install it via pip install in your notebook, which requires an internet connection to be enabled in your notebook settings.

Please see our attached demo notebook for usage examples.

IP to Country ASN provides many diverse solutions, so we encourage and share those ideas with the Kaggle community!

Sources

The geolocation data is produced by IPinfo's ProbeNet, a globe-spanning probe network infrastructure with 400+ servers. The ASN data is collected from public datasets like WHOIS, Geofeed etc. The ASN data is later parsed and structured to make it more data-friendly.

See the Data Provenance section below to learn more.

Please note that this Kaggle Dataset is not updated daily. We recommend users download our free IP to Country ASN database from IPinfo's website directly for daily updates.

Terminology

AS Organization - An AS (Autonomous System) organization is an organization that owns a block or range of IP addresses. These IP addresses are sold to them by the Regional Internet Organizations (RIRs). Even though this AS organization may own an IP address, they sometimes do not operate IP addresses directly and may rent them out to other organizations. You can check out our IP to Company data or ASN database to learn more about them.

ASN - ASN or Autonomous System Number is the unique identifying number assigned to an AS organization.

IP to ASN - Get ASN and AS organizat...

Discover the booming IP address lookup market! This comprehensive analysis reveals key trends, growth drivers, and leading companies in this $250 million (2025) sector, projected to reach $771 million by 2033 with a 15% CAGR. Explore regional market shares, segmentation details, and future forecasts for geolocation, cybersecurity, and location-based services.

Discover the booming IP lookup tool market! This comprehensive analysis reveals key trends, drivers, and restraints shaping this dynamic sector, including market size projections, CAGR, and leading companies. Learn about the opportunities and challenges in this rapidly growing market.

Our IP to geolocation data delivers large-scale digital and location intelligence, refreshed in real-time to power critical business functions. With our data, you can connect an IP address to a precise geographic location, enabling you to build powerful, location-aware applications and derive deep consumer insights.

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Access the largest and most customizable IP to geolocation data with AdPreference. Supercharge your needs with unique and enriched IP to geolocation intelligence not found anywhere else.

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Explore the dynamic IP Geolocation Solution market, driven by cybersecurity needs and personalized user experiences. Discover key drivers, trends, and regional growth opportunities expected to reach USD 111.1 million by 2025 with a 7.0% CAGR.

IP Geolocation Solutions Market Outlook

In 2023, the IP Geolocation Solutions market size was valued at approximately USD 2.5 billion and is projected to reach USD 8.1 billion by 2032, growing at a compound annual growth rate (CAGR) of 13.5% during the forecast period. This robust growth is primarily driven by the increasing demand for location-based services, the rising importance of customer behavior insights, and enhanced regulatory compliance requirements across various industries. As businesses continue to embrace digital transformation, the utility of IP geolocation solutions in tailoring content, detecting fraud, and ensuring compliance is driving a sustained demand upward trajectory. The market's continued growth is further propelled by advancements in technology and the widespread adoption of internet-enabled devices globally.

The burgeoning demand for sophisticated fraud detection mechanisms is a significant growth factor in the IP Geolocation Solutions market. As cyber threats become increasingly complex and frequent, businesses are investing heavily in advanced geolocation technologies to bolster their fraud detection capabilities. These solutions enable organizations to identify suspicious transactions and activities by analyzing location data, which plays a crucial role in mitigating risks associated with online fraud. Furthermore, industries such as banking, finance, and e-commerce are increasingly relying on these solutions to secure transactions and build consumer trust. This growing dependency on IP geolocation technologies for fraud prevention and detection is expected to continue fueling the market's expansion.

Content personalization represents another substantial growth driver for the IP Geolocation Solutions market. As consumer expectations for tailored experiences increase, businesses are leveraging geolocation data to offer more personalized and relevant content. This trend is particularly prominent in the media and entertainment industry, where location-based data is used to deliver location-specific content and advertisements, significantly enhancing customer engagement and satisfaction. In addition, geolocation solutions are being utilized in the retail sector to provide customized offers and promotions, further boosting their market adoption. As businesses strive to enhance customer loyalty and retention, the demand for content personalization solutions is anticipated to rise, contributing to the market's growth.

Compliance and regulatory requirements are also fueling the adoption of IP geolocation solutions. With the introduction of data protection laws like GDPR and CCPA, organizations are under increased pressure to manage and protect user data effectively. Geolocation solutions aid in ensuring compliance by enabling businesses to track and record user locations, thus helping to determine jurisdictional regulations. Moreover, these solutions assist in managing cross-border data transfers, ensuring that companies remain compliant with international regulations. As regulatory scrutiny intensifies globally, the necessity for geolocation solutions to assist in compliance efforts is poised to drive market growth significantly.

The regional outlook of the IP Geolocation Solutions market reveals significant growth prospects across various geographies. North America, with its advanced technological infrastructure and high adoption rates of location-based services, holds a substantial market share. The presence of major market players and the increasing implementation of geolocation solutions in sectors such as retail and BFSI further bolster the region's market position. Meanwhile, the Asia Pacific region is expected to witness the highest CAGR during the forecast period, fueled by rapid digitalization, expanding e-commerce activities, and growing governmental initiatives for smart city projects. Europe also presents promising growth opportunities, driven by stringent regulatory frameworks and a strong focus on data protection. As these regions continue to innovate and adopt new technologies, the IP Geolocation Solutions market is set to experience substantial growth globally.

Component Analysis

The IP Geolocation Solutions market, segmented by component into software and services, reflects a diverse range of offerings tailored to different business needs. The software segment encompasses a variety of applications designed to analyze and utilize location data, offering features such as real-time tracking, data analysis, and integration capabilities. These advanced software solutions provide businesses with the tools to extract valuable insights from location dat

The IP Geolocation Software market is booming, projected to reach $5 billion by 2033 with a 15% CAGR. Discover key market trends, regional analysis, leading companies, and growth drivers in this comprehensive market report. Learn about the impact of cloud solutions, data privacy, and AI on this rapidly expanding sector.

The IP Geolocation Service market is booming, projected to reach $15 billion by 2033, driven by OTT, e-commerce, and gaming. Explore market trends, leading companies (Digital Element, MaxMind, Neustar), and regional insights in this comprehensive analysis.

The IP Address Lookup market is booming, projected to reach $5 billion by 2033 with a 15% CAGR. Driven by cybersecurity, location-based services, and e-commerce, this analysis reveals key trends, market segmentation, and leading companies. Explore the regional breakdown and growth forecasts for this rapidly expanding sector.

The IP Address Intelligence Software market is booming, reaching an estimated $2.5 billion in 2025 and projected to grow at a 15% CAGR through 2033. Learn about market drivers, trends, key players (MaxMind, apilayer, IP Info), and regional insights in this comprehensive analysis. Discover how cybersecurity, geolocation, and data enrichment are shaping this dynamic sector.

Maxmind IP Geolocation Archival Data Because of GDPR concerns, Maxmind doesn't provide historical data. We have used this data to do historical studies of IP data for MTurk, etc. and it is quite possible that such data would be useful elsewhere. Maxmind changed its db format from geolite to geolite2 and you will need to use its respective packages for the two formats to read the binary files. The data is provided for research purposes alone.

The IP Geolocation Solution market is booming, projected to reach $191.5 million by 2033, fueled by digital growth and increasing demand for fraud prevention and personalized services. Explore market trends, key players (Microsoft, MaxMind, TransUnion), and regional insights in this comprehensive analysis.

IP Geolocation Services Market Outlook

According to our latest research, the global IP Geolocation Services market size reached USD 2.1 billion in 2024, demonstrating robust momentum across various industry verticals. The market is projected to grow at a CAGR of 13.2% from 2025 to 2033, reaching a forecasted value of USD 6.2 billion by 2033. This impressive growth trajectory is fueled by the increasing demand for advanced cybersecurity solutions, regulatory compliance requirements, and the rising need for personalized content delivery in a digital-first business landscape.

One of the primary growth drivers for the IP Geolocation Services market is the growing sophistication and frequency of cyber threats targeting enterprises globally. As organizations digitize their operations and expand their online presence, the need to accurately identify, monitor, and manage user locations has become critical for preventing fraud, detecting suspicious activities, and securing sensitive data. IP geolocation services empower businesses to implement real-time risk assessment protocols by pinpointing user locations, thereby mitigating the risk of unauthorized access and fraudulent transactions. This capability is particularly vital for sectors such as banking, financial services, and insurance (BFSI), where secure authentication and transaction monitoring are paramount. Furthermore, the proliferation of cloud computing and the Internet of Things (IoT) has led to a surge in connected devices, creating a larger attack surface and further emphasizing the need for robust IP geolocation solutions.

Another significant factor propelling the IP Geolocation Services market is the increasing emphasis on delivering personalized digital experiences. Enterprises across industries are leveraging geolocation data to tailor content, advertisements, and services according to user preferences and regional trends. This targeted approach not only enhances customer engagement but also drives higher conversion rates and improves brand loyalty. For instance, e-commerce platforms utilize IP geolocation to display localized offers, adjust pricing strategies, and ensure compliance with regional regulations. Similarly, media and entertainment companies use geolocation data to manage content licensing and deliver region-specific programming. As consumer expectations for seamless and relevant online experiences continue to rise, the adoption of IP geolocation services is expected to accelerate further.

Regulatory compliance is also a key catalyst for market growth, especially in sectors handling sensitive user data. Governments and regulatory bodies worldwide are enforcing stringent data privacy laws, such as the General Data Protection Regulation (GDPR) in Europe and the California Consumer Privacy Act (CCPA) in the United States. These regulations mandate organizations to implement measures that ensure data localization, user consent, and robust access controls based on geographical boundaries. IP geolocation services play a crucial role in enabling enterprises to comply with these requirements by accurately determining user locations, restricting access where necessary, and maintaining detailed audit trails. As regulatory frameworks evolve and expand to cover emerging digital ecosystems, the demand for advanced IP geolocation solutions is set to witness sustained growth.

From a regional perspective, North America currently leads the global IP Geolocation Services market, driven by the presence of major technology providers, high digital adoption rates, and a mature regulatory environment. However, Asia Pacific is anticipated to exhibit the fastest growth over the forecast period, supported by rapid digital transformation, expanding internet penetration, and increasing investments in cybersecurity infrastructure. Europe remains a significant market due to its strong emphasis on data privacy and compliance. Meanwhile, Latin America and the Middle East & Africa are gradually emerging as promising markets, fueled by growing e-commerce activity and the need for advanced fraud prevention mechanisms.

Component Analysis

The IP Geolocation Services market is segmented by component into software and services, each playing a pivotal role in the adoption and implementation of geolocation solutions. The software segment currently holds the largest market share, owing to the widespread deployment of geolocation APIs, SDKs, and integrated platforms that faci