The Ultimate StatisticalPopulation
Schema Generator
A StatisticalPopulation is a set of instances of a certain given type that satisfy some set of constraints. The property populationType is used to specify the type. Any property that can be used on instances of that type can appear on the statistical population. For example, a StatisticalPopulation representing all Persons with a homeLocation of East Podunk California would be described by applying the appropriate homeLocation and populationType properties to a StatisticalPopulation item that stands for that set of people. The properties numConstraints and constraintProperty are used to specify which of the populations properties are used to specify the population. Note that the sense of "population" used here is the general sense of a statistical population, and does not imply that the population consists of people. For example, a populationType of Event or NewsArticle could be used. See also Observation, where a populationType such as Person or Event can be indicated directly. In most cases it may be better to use StatisticalVariable instead of StatisticalPopulation.
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Live GeneratorWhy use StatisticalPopulation?
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Launch AI GeneratorWhat is StatisticalPopulation Schema?
A StatisticalPopulation is a set of instances of a certain given type that satisfy some set of constraints. The property populationType is used to specify the type. Any property that can be used on instances of that type can appear on the statistical population. For example, a StatisticalPopulation representing all Persons with a homeLocation of East Podunk California would be described by applying the appropriate homeLocation and populationType properties to a StatisticalPopulation item that stands for that set of people. The properties numConstraints and constraintProperty are used to specify which of the populations properties are used to specify the population. Note that the sense of "population" used here is the general sense of a statistical population, and does not imply that the population consists of people. For example, a populationType of Event or NewsArticle could be used. See also Observation, where a populationType such as Person or Event can be indicated directly. In most cases it may be better to use StatisticalVariable instead of StatisticalPopulation.
Google uses StatisticalPopulation structured data to understand the content and context of your pages. When correctly implemented, this schema can unlock rich results in Google Search — enhancing your listing with additional information that dramatically improves visibility and click-through rates.
Why Add StatisticalPopulation Structured Data?
Appear in Rich Results
Structured data helps Google show enhanced results for your pages in search — including stars, prices, FAQs, and more.
Boost Click-Through Rate
Rich snippets can increase CTR by up to 30% compared to plain search results — more clicks with the same ranking.
Feed AI Search Engines
AI answer engines like Perplexity and Google SGE use structured data to verify and cite facts from your content.
How to Implement StatisticalPopulation JSON-LD
Generate
Use the form above to fill in your details and generate valid StatisticalPopulation JSON-LD markup in seconds.
Copy
Copy the generated JSON-LD output code with one click — it's already formatted and ready to deploy.
Deploy
Paste the code into your <head> tag, or use SchemaGen's SDK to deploy without touching code.
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Properties You Can Include
StatisticalPopulation schema supports the following schema.org properties. Required fields are the minimum Google needs to consider your markup valid; recommended fields unlock richer search result appearances.
| Property | Description | Expected Type | Status |
|---|---|---|---|
| additionalType | An additional type for the item, typically used for adding more specific types from external vocabularies in microdata syntax. This is a relationship between something and a class that the thing is in. Typically the value is a URI-identified RDF class, and in this case corresponds to the use of rdf:type in RDF. Text values can be used sparingly, for cases where useful information can be added without their being an appropriate schema to reference. In the case of text values, the class label should follow the schema.org style guide. | Text, URL | Optional |
| alternateName | An alias for the item. | Text | Optional |
| description | A description of the item. | Text, TextObject | Optional |
| disambiguatingDescription | A sub property of description. A short description of the item used to disambiguate from other, similar items. Information from other properties (in particular, name) may be necessary for the description to be useful for disambiguation. | Text | Optional |
| identifier | The identifier property represents any kind of identifier for any kind of Thing, such as ISBNs, GTIN codes, UUIDs etc. Schema.org provides dedicated properties for representing many of these, either as textual strings or as URL (URI) links. See [background notes](/docs/datamodel.html#identifierBg) for more details. | PropertyValue, Text, URL | Optional |
| image | An image of the item. This can be a URL or a fully described ImageObject. | ImageObject, URL | Recommended |
| mainEntityOfPage | Indicates a page (or other CreativeWork) for which this thing is the main entity being described. See [background notes](/docs/datamodel.html#mainEntityBackground) for details. | CreativeWork, URL | Optional |
| name | The name of the item. | Text | Required |
| owner | A person or organization who owns this Thing. | Organization, Person | Optional |
| populationType | Indicates the populationType common to all members of a StatisticalPopulation or all cases within the scope of a StatisticalVariable. | Class | Optional |
| potentialAction | Indicates a potential Action, which describes an idealized action in which this thing would play an 'object' role. | Action | Optional |
| sameAs | URL of a reference Web page that unambiguously indicates the item's identity. E.g. the URL of the item's Wikipedia page, Wikidata entry, or official website. | URL | Optional |
| subjectOf | A CreativeWork or Event about this Thing. | CreativeWork, Event | Optional |
| url | URL of the item. | URL | Recommended |
Example StatisticalPopulation JSON-LD
Here's what valid StatisticalPopulation structured data looks like with sample values filled in. Use the generator above to replace these with your own data.
{
"@context": "https://schema.org",
"@type": "StatisticalPopulation",
"name": "Example StatisticalPopulation",
"image": "https://example.com/images/example.jpg",
"url": "https://example.com/page",
"additionalType": "Example additionalType",
"alternateName": "Example alternateName",
"description": "A sample description for this StatisticalPopulation.",
"disambiguatingDescription": "Example disambiguatingDescription",
"identifier": {
"@type": "PropertyValue",
"name": "Example PropertyValue",
"image": "https://example.com/images/example.jpg",
"url": "https://example.com/page"
}
}Validate Your StatisticalPopulation Schema
Once deployed, validate your schema is working correctly with our free audit tool. Paste your URL and we'll check for errors, missing properties, and Google Rich Result eligibility.
Check your StatisticalPopulation schema for errors and Rich Result eligibility