| { |
| "release": { |
| "id": "spain-reference-personas-2025-v0.1", |
| "label": "Spain Reference Personas Frontier", |
| "population_reference_date": "2025-12-31", |
| "release_date": "2026-03-20", |
| "personas": 1000000, |
| "households": 536741, |
| "persona_views": 6350524, |
| "actor_state_rows": 1000000, |
| "benchmark_tasks": 1800, |
| "extended_profile_rate": 0.350524, |
| "total_release_bytes": 5995860715 |
| }, |
| "fidelity": { |
| "region_share_mae_pp": 0.022, |
| "region_max_abs_error_pp": 0.051, |
| "age_share_mae_pp": 2.95, |
| "age_max_abs_error_pp": 4.16, |
| "region_top8_target_vs_observed_pct": [ |
| { "region": "Andalucía", "target_pct": 17.876, "observed_pct": 17.895 }, |
| { "region": "Cataluña", "target_pct": 16.360, "observed_pct": 16.345 }, |
| { "region": "Madrid", "target_pct": 14.244, "observed_pct": 14.194 }, |
| { "region": "Comunidad Valenciana", "target_pct": 10.656, "observed_pct": 10.617 }, |
| { "region": "Galicia", "target_pct": 5.695, "observed_pct": 5.726 }, |
| { "region": "Castilla y León", "target_pct": 5.028, "observed_pct": 5.068 }, |
| { "region": "País Vasco", "target_pct": 4.672, "observed_pct": 4.700 }, |
| { "region": "Canarias", "target_pct": 4.591, "observed_pct": 4.581 } |
| ], |
| "age_target_vs_observed_pct": [ |
| { "age_group": "18-24", "target_pct": 8.0, "observed_pct": 10.484, "error_pp": 2.48 }, |
| { "age_group": "25-34", "target_pct": 13.0, "observed_pct": 16.996, "error_pp": 4.00 }, |
| { "age_group": "35-44", "target_pct": 17.0, "observed_pct": 15.843, "error_pp": -1.16 }, |
| { "age_group": "45-54", "target_pct": 19.0, "observed_pct": 14.840, "error_pp": -4.16 }, |
| { "age_group": "55-64", "target_pct": 17.0, "observed_pct": 13.460, "error_pp": -3.54 }, |
| { "age_group": "65+", "target_pct": 26.0, "observed_pct": 28.377, "error_pp": 2.38 } |
| ], |
| "weight_distribution": { |
| "mean": 1.0, |
| "min": 0.9889, |
| "p05": 0.9939, |
| "p50": 1.0009, |
| "p95": 1.0066, |
| "max": 1.0551 |
| } |
| }, |
| "persona": { |
| "top_regions": [ |
| { "region": "Andalucía", "count": 178947, "share_pct": 17.895 }, |
| { "region": "Cataluña", "count": 163451, "share_pct": 16.345 }, |
| { "region": "Madrid", "count": 141935, "share_pct": 14.194 }, |
| { "region": "Comunidad Valenciana", "count": 106174, "share_pct": 10.617 }, |
| { "region": "Galicia", "count": 57264, "share_pct": 5.726 }, |
| { "region": "Castilla y León", "count": 50684, "share_pct": 5.068 }, |
| { "region": "País Vasco", "count": 47003, "share_pct": 4.700 }, |
| { "region": "Canarias", "count": 45808, "share_pct": 4.581 } |
| ], |
| "first_language": [ |
| { "language": "Spanish", "count": 768956, "share_pct": 76.896 }, |
| { "language": "Other", "count": 42982, "share_pct": 4.298 }, |
| { "language": "English", "count": 42784, "share_pct": 4.278 }, |
| { "language": "French", "count": 32831, "share_pct": 3.283 }, |
| { "language": "Catalan", "count": 31554, "share_pct": 3.155 }, |
| { "language": "Arabic", "count": 29771, "share_pct": 2.977 }, |
| { "language": "Valencian", "count": 14543, "share_pct": 1.454 }, |
| { "language": "Galician", "count": 11910, "share_pct": 1.191 }, |
| { "language": "Romanian", "count": 11586, "share_pct": 1.159 }, |
| { "language": "Chinese", "count": 6643, "share_pct": 0.664 }, |
| { "language": "Basque", "count": 5644, "share_pct": 0.564 }, |
| { "language": "Aranese", "count": 796, "share_pct": 0.080 } |
| ], |
| "migration_background": [ |
| { "group": "spain_born", "count": 774839, "share_pct": 77.484 }, |
| { "group": "arrived_in_adulthood", "count": 166597, "share_pct": 16.660 }, |
| { "group": "arrived_in_childhood", "count": 58564, "share_pct": 5.856 } |
| ], |
| "disclosure_risk": [ |
| { "level": "low", "count": 829478, "share_pct": 82.948 }, |
| { "level": "moderate", "count": 166341, "share_pct": 16.634 }, |
| { "level": "high", "count": 4181, "share_pct": 0.418 } |
| ] |
| }, |
| "households": { |
| "avg_adults_per_household": 1.863, |
| "avg_minors_per_household": 0.560, |
| "share_households_with_minors_pct": 38.013, |
| "tenure_distribution_pct": [ |
| { "band": "private_rent", "share_pct": 39.471 }, |
| { "band": "mortgage", "share_pct": 21.837 }, |
| { "band": "owner_outright", "share_pct": 21.602 }, |
| { "band": "family_transfer", "share_pct": 11.990 }, |
| { "band": "protected_rent", "share_pct": 5.100 } |
| ], |
| "housing_cost_burden_pct": [ |
| { "band": "moderate", "share_pct": 36.710 }, |
| { "band": "low", "share_pct": 33.614 }, |
| { "band": "high", "share_pct": 29.676 } |
| ], |
| "consumption_constraint_pct": [ |
| { "band": "managed", "share_pct": 36.882 }, |
| { "band": "comfortable", "share_pct": 29.454 }, |
| { "band": "tight", "share_pct": 22.080 }, |
| { "band": "affluent", "share_pct": 11.584 } |
| ], |
| "housing_cost_burden_by_tenure_pct": { |
| "private_rent": { "high": 53.2, "moderate": 37.8, "low": 8.9 }, |
| "mortgage": { "high": 22.0, "moderate": 50.0, "low": 27.9 }, |
| "owner_outright": { "high": 10.0, "moderate": 28.0, "low": 62.1 }, |
| "family_transfer": { "high": 10.0, "moderate": 28.3, "low": 61.7 }, |
| "protected_rent": { "high": 9.8, "moderate": 28.0, "low": 62.2 } |
| } |
| }, |
| "views": { |
| "micro_card": { "count": 1000000, "avg_tokens": 99.8, "max_tokens": 120, "utilization_pct": 83.1, "pass_rate_pct": 100.0 }, |
| "standard_card": { "count": 1000000, "avg_tokens": 175.7, "max_tokens": 212, "utilization_pct": 70.3, "pass_rate_pct": 100.0 }, |
| "policy_view": { "count": 1000000, "avg_tokens": 89.2, "max_tokens": 97, "utilization_pct": 49.5, "pass_rate_pct": 100.0 }, |
| "consumer_view": { "count": 1000000, "avg_tokens": 95.6, "max_tokens": 113, "utilization_pct": 53.1, "pass_rate_pct": 100.0 }, |
| "culture_view": { "count": 1000000, "avg_tokens": 105.8, "max_tokens": 153, "utilization_pct": 58.8, "pass_rate_pct": 100.0 }, |
| "dialogue_view": { "count": 1000000, "avg_tokens": 83.4, "max_tokens": 93, "utilization_pct": 46.3, "pass_rate_pct": 100.0 }, |
| "extended_profile": { "count": 350524, "avg_tokens": 364.5, "max_tokens": 407, "utilization_pct": 60.8, "pass_rate_pct": 100.0 } |
| }, |
| "benchmark": { |
| "family_count": 9, |
| "split_count": 4, |
| "scoring_target_count": 5, |
| "family_distribution": [ |
| { "family": "policy_opinion", "count": 200 }, |
| { "family": "election_turnout", "count": 200 }, |
| { "family": "poll_response", "count": 200 }, |
| { "family": "event_reaction", "count": 200 }, |
| { "family": "media_trust", "count": 200 }, |
| { "family": "consumer_choice", "count": 200 }, |
| { "family": "culture_identity", "count": 200 }, |
| { "family": "multi_turn_social", "count": 200 }, |
| { "family": "future_expectations", "count": 200 } |
| ], |
| "split_distribution": [ |
| { "split": "in_distribution", "count": 450 }, |
| { "split": "heldout_persona_seen_task", "count": 450 }, |
| { "split": "seen_persona_heldout_task", "count": 450 }, |
| { "split": "heldout_persona_heldout_task", "count": 450 } |
| ], |
| "persona_view_distribution": [ |
| { "view": "policy_view", "count": 600 }, |
| { "view": "dialogue_view", "count": 400 }, |
| { "view": "culture_view", "count": 400 }, |
| { "view": "consumer_view", "count": 200 }, |
| { "view": "standard_card", "count": 200 } |
| ] |
| } |
| } |
|
|
