# Investors Compass (@selvaprathee) on x

- id: koinon:creator:x_selvaprathee
- url: https://koinonlink.com/kol/x/selvaprathee
- schema_version: 1.4

## Identity
- platform: x
- handle: selvaprathee
- platform_url: https://twitter.com/selvaprathee
- website: https://t.me/InvestorCompass
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 21427
- following: 903
- posts_total: 3412
- posts_observed: 1
- posts_per_day: 0.72
- account_age_days: 4740
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00303
- best_post_interactions: 65
- 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: 0.93
- category_source: derived_from_recent_content
- topics: Equity research on Indian companies, Corporate announcements and deals, Stock market news in telecom/optical fibre sector, Swing trading education
- bio: Equity Research | Stock Market Insights | 10+ Yrs in SM | Not SEBI Registered | Edu & Learning Only | No Trade Recos | Views Personal | Investor & Swing trader

## Audience (inferred)
- status: present
- description: Retail investors and swing traders in India seeking equity research and company news updates
- roles: none
- seniority: practitioner
- pain_points: Lack of timely updates on corporate deals and expansions, Difficulty finding unbiased educational stock content without recommendations, Navigating market volatility with limited reliable sources
- posts_analysed: 2
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- 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_selvaprathee#588c9d36] 𝗦𝗧𝗟 𝗧𝗲𝗰𝗵 𝗪𝗶𝗻𝘀 ₹𝟭,𝟴𝟯𝟬 𝗖𝗿 𝗚𝗹𝗼𝗯𝗮𝗹 𝗢𝗽𝘁𝗶𝗰𝗮𝗹 𝗙𝗶𝗯𝗿𝗲 𝗗𝗲𝗮𝗹 STL tech has secured a 𝗨𝗦𝗗 𝟮𝟭𝟬𝗠 (~₹𝟭,𝟴𝟯𝟬 𝗖𝗿) long term international order for high density optical fibre cables. ▪️ 𝗖𝗬𝟮𝟳-𝟮𝟵 execution provides multi-year revenue visibilit (https://twitter.com/selvaprathee/status/2070732783312674987)
- [x_selvaprathee#e40065e5] 𝗛𝗙𝗖𝗟 | 𝗕𝗼𝗮𝗿𝗱 𝗔𝗽𝗽𝗿𝗼𝘃𝗲𝘀 𝗔𝗻𝗼𝘁𝗵𝗲𝗿 ₹𝟰𝟬𝟬 𝗖𝗿 𝗢𝗙/𝗢𝗙𝗖 𝗘𝘅𝗽𝗮𝗻𝘀𝗶𝗼𝗻 - HFCL's Board has approved an 𝗮𝗱𝗱𝗶𝘁𝗶𝗼𝗻𝗮𝗹 ₹𝟰𝟬𝟬 𝗖𝗿 capex to expand 𝗢𝗽𝘁𝗶𝗰𝗮𝗹 𝗙𝗶𝗯𝗲𝗿 (𝗢𝗙) and 𝗢𝗽𝘁𝗶𝗰𝗮𝗹 𝗙𝗶𝗯𝗲𝗿 𝗖𝗮𝗯𝗹𝗲 (𝗢𝗙𝗖) capacities. - This

## 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=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=117, 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=77, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 77
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 9
- 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_selvaprathee
- Request removal: https://koinonlink.com/claim?k=x_selvaprathee
- Terms: https://koinonlink.com/for-ai