Relabel release as v0.1
Browse files- DATASHEET.md +5 -5
- EVALUATION_METRICS.json +1 -1
- EVALUATION_REPORT.md +3 -3
- PRIVACY_AND_DISCLOSURE.md +3 -3
- README.md +4 -4
- household_core.parquet +3 -3
- persona_core.parquet +3 -3
- release_manifest.json +2 -2
DATASHEET.md
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@@ -6,7 +6,7 @@ Spain Reference Personas Frontier is a synthetic reference population and benchm
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| Snapshot fact | Value |
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| --- | ---: |
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| Release id | spain-reference-personas-2025-
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| Population reference date | 2025-12-31 |
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| Release date | 2026-03-20 |
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| Adult personas | 1,000,000 |
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@@ -25,7 +25,7 @@ The project takes inspiration from multi-view persona releases such as [Nemotron
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- Universe: adult residents of Spain, age 18+.
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- Scope: Spain-specific, not a generic Spanish-language population.
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- Minors are represented only through household context in
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- Public views are Spanish-first.
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- Co-official languages and immigrant-language repertoire are modeled as metadata.
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- Public geography is limited to region and municipality class.
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@@ -57,7 +57,7 @@ The project takes inspiration from multi-view persona releases such as [Nemotron
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- Replacing field surveys or administrative microdata.
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- Approximating or identifying real individuals.
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- Simulating minors as public personas in
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- Treating synthetic narrative as literal biography truth.
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- Making election or policy forecasts without external validation.
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@@ -186,7 +186,7 @@ Narrative views are derived from structured fields and are designed for prompt u
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- Data license: CC BY 4.0
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- Release form: dated snapshot
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- Default HF viewer config: persona_core
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- Change policy: new versioned release rather than silent mutation of
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## 15. Companion documents
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## 16. Citation
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Cite the Hugging Face repository and the release id spain-reference-personas-2025-
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| Snapshot fact | Value |
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| --- | ---: |
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| Release id | spain-reference-personas-2025-v0.1 |
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| Population reference date | 2025-12-31 |
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| Release date | 2026-03-20 |
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| Adult personas | 1,000,000 |
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- Universe: adult residents of Spain, age 18+.
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- Scope: Spain-specific, not a generic Spanish-language population.
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- Minors are represented only through household context in v0.1.
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- Public views are Spanish-first.
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- Co-official languages and immigrant-language repertoire are modeled as metadata.
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- Public geography is limited to region and municipality class.
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| 57 |
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- Replacing field surveys or administrative microdata.
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- Approximating or identifying real individuals.
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| 60 |
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- Simulating minors as public personas in v0.1.
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- Treating synthetic narrative as literal biography truth.
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- Making election or policy forecasts without external validation.
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| 63 |
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- Data license: CC BY 4.0
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- Release form: dated snapshot
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- Default HF viewer config: persona_core
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- Change policy: new versioned release rather than silent mutation of v0.1
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## 15. Companion documents
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## 16. Citation
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Cite the Hugging Face repository and the release id spain-reference-personas-2025-v0.1.
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EVALUATION_METRICS.json
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@@ -1,6 +1,6 @@
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{
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"release": {
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"id": "spain-reference-personas-2025-
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"label": "Spain Reference Personas Frontier",
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"population_reference_date": "2025-12-31",
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"release_date": "2026-03-20",
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{
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"release": {
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"id": "spain-reference-personas-2025-v0.1",
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"label": "Spain Reference Personas Frontier",
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"population_reference_date": "2025-12-31",
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"release_date": "2026-03-20",
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EVALUATION_REPORT.md
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# Evaluation Report: Spain Reference Personas Frontier
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## 1. Scope
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This report documents the measured release-level properties of spain-reference-personas-2025-
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## 2. Evaluation protocol
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65+ +2.38 pp
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~~~
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Interpretation: 25-34 is overrepresented and 45-64 is underrepresented. This is the main statistical weakness of
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## 6. Weight stability
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# Evaluation Report: Spain Reference Personas Frontier v0.1
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## 1. Scope
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This report documents the measured release-level properties of spain-reference-personas-2025-v0.1. It evaluates the shipped bundle itself: package integrity, composition fidelity, household utility, token-budget behavior, benchmark structure, and disclosure metadata. It does not claim that cross-model benchmark lift has already been measured inside this release.
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## 2. Evaluation protocol
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65+ +2.38 pp
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~~~
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Interpretation: 25-34 is overrepresented and 45-64 is underrepresented. This is the main statistical weakness of v0.1 and the first target for a future recalibration pass.
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## 6. Weight stability
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PRIVACY_AND_DISCLOSURE.md
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@@ -2,7 +2,7 @@
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## 1. Scope
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This note documents the public-release privacy posture of `spain-reference-personas-2025-
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## 2. What is not published
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## 4. Release audit summary
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Measured from `
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- Personas: `1,000,000`
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- Low disclosure-risk rows: `829,478` (`82.948%`)
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## 8. Bottom line
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`
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## 1. Scope
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This note documents the public-release privacy posture of `spain-reference-personas-2025-v0.1`. It is a release-level disclosure report for a synthetic benchmark substrate, not a formal certified re-identification study against protected source microdata.
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## 2. What is not published
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## 4. Release audit summary
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Measured from `v0.1`:
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- Personas: `1,000,000`
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- Low disclosure-risk rows: `829,478` (`82.948%`)
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## 8. Bottom line
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`v0.1` is suitable for research, simulation, and benchmark development as a synthetic reference package. It should not be treated as a substitute for regulated disclosure review in high-stakes production settings.
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README.md
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@@ -59,7 +59,7 @@ The release is inspired by NVIDIA's Nemotron Personas line, especially the multi
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| Item | Value |
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| --- | ---: |
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| Release id | spain-reference-personas-2025-
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| Population reference date | 2025-12-31 |
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| Release date | 2026-03-20 |
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| Adult personas | 1,000,000 |
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| --- | ---: | --- |
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| Region share MAE | 0.022 pp | Tight regional alignment for macro subgroup work |
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| Region max absolute error | 0.051 pp | No large regional drift in the released person table |
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| Age share MAE | 2.95 pp | Main remaining calibration gap in
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| Age max absolute error | 4.16 pp | Largest deviation is in middle-age representation |
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| View budget compliance | 100% | All public views stay inside their declared limits |
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| Benchmark matrix | 9 families / 4 splits | Explicit generalization structure exists in the bundle |
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- This is a synthetic reference population, not observed microdata.
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- The package is suitable for simulation and evaluation, not for replacing field surveys.
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-
- Age calibration remains the main statistical weakness of
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- High-disclosure-tagged rows are exposed as metadata so downstream users can exclude them when needed.
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- Live cross-model benchmark lift is not claimed in the card itself; the bundle ships the infrastructure needed to run it reproducibly.
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## Citation
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If you use this dataset, cite the repository and the release id spain-reference-personas-2025-
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| Item | Value |
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| --- | ---: |
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| Release id | spain-reference-personas-2025-v0.1 |
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| Population reference date | 2025-12-31 |
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| Release date | 2026-03-20 |
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| Adult personas | 1,000,000 |
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| --- | ---: | --- |
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| Region share MAE | 0.022 pp | Tight regional alignment for macro subgroup work |
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| Region max absolute error | 0.051 pp | No large regional drift in the released person table |
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| 128 |
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| Age share MAE | 2.95 pp | Main remaining calibration gap in v0.1 |
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| Age max absolute error | 4.16 pp | Largest deviation is in middle-age representation |
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| View budget compliance | 100% | All public views stay inside their declared limits |
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| Benchmark matrix | 9 families / 4 splits | Explicit generalization structure exists in the bundle |
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- This is a synthetic reference population, not observed microdata.
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- The package is suitable for simulation and evaluation, not for replacing field surveys.
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| 238 |
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- Age calibration remains the main statistical weakness of v0.1.
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- High-disclosure-tagged rows are exposed as metadata so downstream users can exclude them when needed.
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- Live cross-model benchmark lift is not claimed in the card itself; the bundle ships the infrastructure needed to run it reproducibly.
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## Citation
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If you use this dataset, cite the repository and the release id spain-reference-personas-2025-v0.1.
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household_core.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 108148210
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version https://git-lfs.github.com/spec/v1
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oid sha256:76c69608d023b4a63dd20caabccad08afa5ffe5fc5ccaf60d97a1405f3e7a259
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size 108148210
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persona_core.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 1058295778
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version https://git-lfs.github.com/spec/v1
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oid sha256:b3043324ce126cab9e08a2aabc8e0d24d1ced20c3516649ab03f2d92d651b011
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size 1058295778
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release_manifest.json
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{
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"id": "spain-reference-personas-2025-
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"label": "Spain Reference Personas Frontier",
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"release_slug": "spain-reference-personas-2025-
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"population_reference_date": "2025-12-31",
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"release_date": "2026-03-20",
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"release_classification": "frontier_reference_population",
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{
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"id": "spain-reference-personas-2025-v0.1",
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"label": "Spain Reference Personas Frontier",
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"release_slug": "spain-reference-personas-2025-v0.1-1m",
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"population_reference_date": "2025-12-31",
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"release_date": "2026-03-20",
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"release_classification": "frontier_reference_population",
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