# Sonia Chocron (@soniachocron) on x

- id: koinon:creator:x_soniachocron
- url: https://koinonlink.com/kol/x/soniachocron
- schema_version: 1.4

## Identity
- platform: x
- handle: soniachocron
- platform_url: https://twitter.com/soniachocron
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 84351
- following: 2673
- posts_total: 378180
- posts_observed: 2
- posts_per_day: 62.017
- account_age_days: 6098
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00824
- best_post_interactions: 695
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: ecommerce
- category_confidence: 0
- category_source: derived_from_discovery_path
- topics: Spanish political crisis, Immigration and border policy, Critique of government leadership, National identity and sovereignty, Poetic expression of political dissent, Social and emotional impact of political events
- bio: 🪬Leo luego escribo. Poesía, narrativa. Guiones. Café y vino tinto. Bruguera/Alfaguara/Monteávila Editores. En Instagram soy mejor porque no opino: @LACHOCRON

## Audience (inferred)
- status: present
- description: Spanish-speaking political and social commentary followers, primarily left-leaning or progressive intellectuals and activists concerned with immigration, government policy, and national identity in Spain
- roles: general_ai
- seniority: practitioner
- pain_points: Feeling helpless against perceived government failures in managing immigration and national security, Being frustrated by what they see as hypocritical or performative political rhetoric, Concerned about the erosion of national identity and sovereignty due to immigration policies, Experiencing emotional distress from political events framed as existential threats to Spain
- posts_analysed: 19
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 90
- authenticity_basis: engagement_observed
- credibility_score: 90
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_soniachocron#21e51018] Modá aní. Agradecida ante ti, Rey vivo y eterno, por haberme permitido despertar a la vida un día más y por haberme devuelto mi alma con compasión. Grande es tu confianza en mi. Buena semana, amigos. Nos vemos en la tardecita. (https://twitter.com/soniachocron/status/1971317856173424947)
- [x_soniachocron#04f347b5] Se sentarán a la mesa en una propiedad ROBADA a mi familia. Es Cuchiiiiii.
- [x_soniachocron#ac916b9f] ¿Por qué los marroquíes invaden España? Aquí @IreneMontero da la respuesta.
- [x_soniachocron#89d1e6ea] Con el apoyo del gobierno español… está esta es una invasión… de VOTOS. Qué tristeza.
- [x_soniachocron#22628aee] Al 100%
- [x_soniachocron#cd3194b1] Amigos, este recital de voces poéticas del mundo por los damnificados del terremoto doble será este domingo. Vengan, si pueden donen, escuchen. Acompañen. Gracias
- [x_soniachocron#1248e911] Es una invasión…de votos
- [x_soniachocron#ffda1dac] Remember El Mariel Y ahora bajo la santamaría. Larga vida.

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=76, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=112, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 76
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 11
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_soniachocron
- Request removal: https://koinonlink.com/claim?k=x_soniachocron
- Terms: https://koinonlink.com/for-ai