Namsor

Name origin – Find origin from a first name and a last name

Namsor's world-leading AI specializes in cutting-edge morphological and onomastic analysis, making it the most accurate tool for determining a name origin. Leveraging billions of names from international scientific research, our advanced AI identifies with unmatched precision the country of origin of a last name, first name, or full name.

600+Research contributions

99.99%Names availability

11B billionsNames processed

Discover name origins with our advanced AI analysis

Analyze a first name, surname, or full name to determine a person's country of origin. This refers to the geographical, linguistic, and cultural roots of a person. In multicultural countries (e.g. the United States, Canada, France, South Africa, Australia, New Zealand), Name Diaspora may provide a more relevant classification.

Slightly more accurate with separate names.

Origin: first & last name

Ideal feature for estimating the country of origin from a split name:
Returns religious statistics for countries of origin.

First name, given name, nickname.

Last name, family name, surname.

information

How to interpret the returned values

When you use our name origin finder API or interface, you get key indicators. These help you find out where a name comes from. Here's what they mean:

  • Geographic region indicator

    Region & Sub-region of origin Estimates the broader geographic and cultural origins of the name.

  • Writing system indicator

    Script (Latin, Cyrillic, etc.) Identifies the writing system used, helping determine linguistic and cultural roots.

  • Country flag indicator

    Country of origin (ISO 3166-1 alpha-2) The most likely country associated with the name

  • Confidence level indicator

    Calibrated probability (Between 0% and 100%) Indicates the confidence level of the country of origin estimate. For instance, a 98% score means high certainty.

  • Alternative country indicator

    Alternative country of origin (ISO 3166-1 alpha-2) The second most likely country of origin.

  • Alternative probability indicator

    Alt. Calibrated probability (Between 0% and 100%) Represents how likely it is that the name belongs to either the primary or alternative country of origin. The value is always greater than the standard probability. This is because it includes many different possibilities.

What is the origin of a name and how to find it?

A name origin refers to the geographical, cultural, and linguistic roots of a given name. It reflects the historical migration, ethnic background, and linguistic traditions associated with surnames and first names.

Example of a basic morphological analysis of the Sharma surname.

By analyzing names through onomastics, we can determine their likely origin. This process involves morphological and phonetic analysis, helping to trace names back to specific countries, regions, or linguistic groups.

By combining morphological, linguistic, and geographical insights, Namsor's name origin finder provides a very reliable estimation of where a name comes from.

Some first names and last names are often found in many countries in similar amounts. This makes their origin less distinct. In these cases, the calibrated probability might drop to 30%. This shows that the name could come from different origins. To provide a more comprehensive analysis, we return a list of the 10 most likely countries of origin for the given name.

How do we identify the country of origin from a name?

At Namsor, we develop specialized AI-powered name origin analysis tools that leverage large-scale data and advanced natural language processing (NLP) techniques. Every step in our system is designed to improve accuracy and adaptability.

  1. Data collection icon
    1

    Large-scale data collection and preparation

  2. AI model training icon
    2

    Onomastic model training for name origin estimation

  3. Model validation icon
    3

    Model comparison and validation

  4. Continuous learning icon
    4

    Continuous learning and cultural adaptation

Additional origin taxonomies

  • A group of people of different ethnicities in front of a map of the earth.

    Ethnicity

    The diaspora categorizes people by shared cultural, national, or linguistic backgrounds rather than geography.

    Guess name ethnicity
  • A group of residential buildings with a location symbol in front.

    Residence country

    A person's residence country is where they have lived most in the past year, often a better indicator than nationality.

    Identify location
  • A group of people of different race/ethnicities in front of a map of the United States.

    U.S. race/ethnicity

    The U.S. Census classifies race and ethnicity into six categories based on social and cultural traits.

    Estimate U.S. race/ethnicity

Is Namsor the best tool to determine names origin?

Discover how Namsor's specialized onomastics outperforms LLMs, static databases, and other name analysis tools in accurately determining the origin of last names, first names, and full names.

NamsorData base comparaisonLarge Language Model (LLM)Onomastic solutions
Accuracy
Language coverage
Names covered99.99%75% to 92%
(depending on the solution)
80% to 95%
(depending on the models)
99.99%
Distinguishes typos from cultural nuances
Specialised onomastic analysisInfo
(morphology, context)
(gross indexation)
(not dedicated to names)
(Partial)
Data updatesInfoContinuous
(data & algorithms)
SporadicNon priorityIrregular
Speed of analysis per name
(lower is better)
0.01 sec.0.01 sec.From 1 sec. to 5sec.0.03 sec.
Privacy and anonymityInfoVery high
(Anonymisable data, deactivatable machine learning)
Medium
(No anonimisation of data)
Very low
(Data retention and compulsory machine learning)
Low
(Data retention)

How to use our name origin finder

Discover the geographical origins of names using our API documentation, CSV/Excel tools, or developer resources. Choose the method that best suits your project requirements.

A group of people from different backgrounds processing an Excel file using software.

CSV and Excel Tool

Process name lists by uploading your file and selecting the origin analysis type. Get instant insights on the country of origin for first names, last names, or full names.

This tool is ideal for small to medium datasets requiring quick surname origin exploration.

Process a CSV or Excel file
Two people interacting with computer servers.

API Documentation

For advanced requirements, our API integrates with your system to automate name origin analysis with high precision.

Built for dynamic applications, it includes comprehensive documentation with step-by-step guides and code examples in Python, JavaScript, Java, and Shell.

Explore the API Documentation
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Developer Tools

Access advanced name origin analysis using our SDKs and CLI for Python, Java, GoLang, and JavaScript.

With advanced morphological and linguistic processing, these tools provide precise origin insights for both individual queries and large datasets.

Download Developer Tools

In what cases can find origins analysis be used?

Analyzing first names, surnames, and full names to determine country of origin is valuable in numerous industries.

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Research

Understanding migration patterns and ethnic distributions is crucial for demographic studies.

Researchers use Namsor to analyze name origins and track historical and modern population shifts.

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Fraud prevention and KYC

Verifying identity in global transactions is key for compliance.

Banks and financial institutions use name origin analysis to detect inconsistencies in identity records and prevent fraud.

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Fighting discrimination

Some governments use Namsor to check name origins in hiring, education, and policy-making.

This helps spot biases and encourages fair representation with data-driven efforts.

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Interior and exterior security

Governments and security agencies use Namsor to study name origins.

They do this for risk assessment, border control, and international cooperation. This helps improve security strategies and detect threats.

World map with connected silhouettes representing diaspora community tracking

Diaspora mapping

Cities and international organisations are using Namsor to map diasporas and better understand migration patterns.

This helps strengthen community engagement and develop integration and naturalization policies.

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Marketing

Successful marketing relies on personalization.

With Namsor, companies can segment customer databases based on surname origins to tailor campaigns by cultural and regional preferences.

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IA Act compliance

Namsor offers clear and ethical name origin analysis.

This helps organizations follow the EU AI Act. They provide explainable and auditable AI-driven insights.

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Historical analysis

Genealogists often face challenges in tracing ancestral roots.

Namsor helps sort large databases by last name origin, making family tree reconstruction faster and more accurate.