# Business Standard (@bsindia) on x

- id: koinon:creator:x_bsindia
- url: https://koinonlink.com/kol/x/bsindia
- schema_version: 1.4

## Identity
- platform: x
- handle: bsindia
- platform_url: https://twitter.com/bsindia
- website: http://www.business-standard.com
- country: India
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2178919
- following: 518
- posts_total: 573616
- posts_observed: 1
- posts_per_day: 90.291
- account_age_days: 6353
- verified: true
- size_tier: kol

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: finance
- subcategory: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 1991 economic reforms and state role, EU tech antitrust cases, Women's health and longevity trends in India, Growth of carpooling and shared mobility platforms
- bio: Latest news on the economy, companies, markets, politics and technology from India's leading business daily.

WhatsApp link: https://t.co/dOfKBRvS8s

## Audience (inferred)
- status: present
- description: Indian business executives, investors, managers and policy followers interested in economy, markets and corporate news
- roles: none
- seniority: decision_maker
- pain_points: Tracking impact of policy and regulatory shifts on business, Understanding cross-border tech and competition rulings, Interpreting health and demographic data for long-term planning
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 84
- authenticity_basis: profile_shape_only
- credibility_score: 84
- 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_bsindia#cffb4a40] Thirty-five years after the 1991 reforms, #India has become a far more open and competitive economy. But has the Indian State changed just as much? In the latest episode of #MacroMatters, @Bhayankur and @AshokAkaybee discuss: • Why Corporate India values former IAS officers • Has (https://twitter.com/bsindia/status/2072990046190465357)
- [x_bsindia#6678ae28] #EU upholds #GoogleAndroid fine: Why the ruling matters beyond #Europe Sweta Kumari explains https://t.co/QpwKo9nHyp
- [x_bsindia#93d0fe93] Indian women are living longer, but not necessarily healthier. Despite a life expectancy of 69 years, they spend an estimated 10.7 years in poor health, with anaemia remaining a major concern. Read this week's #NumberWise 👇 #India https://t.co/AIwUtMD90Y
- [x_bsindia#4203595a] White plates, shared costs #India's carpooling platforms are growing rapid

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=111, 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=111, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=0.25, freshness_days=111, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 111
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 15
- 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_bsindia
- Request removal: https://koinonlink.com/claim?k=x_bsindia
- Terms: https://koinonlink.com/for-ai