# Mr. Wadhwa (@sourabhwadhwa22) on x

- id: koinon:creator:x_sourabhwadhwa22
- url: https://koinonlink.com/kol/x/sourabhwadhwa22
- schema_version: 1.4

## Identity
- platform: x
- handle: sourabhwadhwa22
- platform_url: https://twitter.com/sourabhwadhwa22
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4616
- following: 1894
- posts_total: 46777
- posts_observed: 11
- posts_per_day: 30.316
- account_age_days: 1543
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00672
- best_post_interactions: 31
- 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: finance
- subcategory: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Indian mid-cap stock analysis, Quarterly financial results interpretation, YoY and QoQ performance comparison, Infrastructure sector investing
- bio: Engineer | Geo-politics Junkie | Stock Market Investor | Cricket fanatic. Exploring the world from code to commodities.📊🌍🏏

## Audience (inferred)
- status: present
- description: Indian financial analysts and equity investors focused on mid-cap stocks, particularly in the infrastructure and manufacturing sectors
- roles: data
- seniority: practitioner
- pain_points: Struggling to interpret quarterly financial results quickly for investment decisions, Finding it hard to compare YoY and QoQ performance trends across companies, Lacking access to structured, concise analysis of Indian mid-cap company earnings reports
- posts_analysed: 1
- confidence: 0.4

## 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: 69
- authenticity_basis: engagement_observed
- credibility_score: 69
- 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_sourabhwadhwa22#93705046] Transrail Lighting Ltd – Q1FY27 Results Analysis Financial Performance: Revenue: ₹1,736.03 Cr vs ₹1,659.84 Cr (▲4.59% YoY | ▼6.84% QoQ) EBITDA: ₹202.27 Cr vs ₹198.85 Cr (▲1.72% YoY | ▼3.61% QoQ) EBITDA Margin: 11.65% vs 11.98% YoY | 11.26% QoQ PBT: ₹144.01 Cr vs ₹146.83 Cr (▼1.92 (https://twitter.com/sourabhwadhwa22)

## 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=22, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=22, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=22, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=109, 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=78, 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=109, 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=109, method=platform_profile

## Freshness
- profile_checked_days_ago: 109
- content_analysed_days_ago: 78
- audience_updated_days_ago: 22

## AI retrieval
- indexing_requests: 8
- 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_sourabhwadhwa22
- Request removal: https://koinonlink.com/claim?k=x_sourabhwadhwa22
- Terms: https://koinonlink.com/for-ai