Advanced Memecoin Tracker -> PROFABIGHI_CAPITAL

🌟 Overview

The Advanced Memecoin Tracker -> PROFABIGHI_CAPITAL is a specialized multi-chain memecoin intelligence dashboard that integrates relative strength positioning (RSP) via RSI on asset ratios with benchmark-relative metrics to score up to 36 memecoins across Ethereum, Solana, SUI, and BASE/VIRTUAL ecosystems. It computes weighted composites from outperformance binaries, category-leading RSP flags, and rank-based points, visualized in expansive tables for median benchmarking and top rankings to pinpoint viral momentum leaders amid speculative volatility.

🔧 General Settings

- Toggle for activating alpha to isolate excess returns beyond benchmark influence, highlighting unique memecoin drivers
- Toggle for enabling beta to quantify volatility correlation with the benchmark, aiding memecoin risk profiling
- Toggle for incorporating Sharpe ratio to gauge overall efficiency of returns relative to total risk exposure
- Toggle for including Sortino ratio to prioritize returns adjusted specifically for downside volatility impacts
- Toggle for utilizing omega ratio to weigh probability-adjusted gains against losses above a target threshold
- Toggle for adding rate of change (ROC) to capture raw momentum shifts over a specified horizon
- Adjustable lookback periods for alpha and beta regressions, tuning between stability and recency in relative analysis
- Customizable benchmark symbol, such as market indices, to establish the reference frame for comparative evaluations
- Configurable Sharpe rolling window and smoothing for responsive risk-reward snapshots
- Extended Sortino and omega periods with risk-free rates and target returns for robust downside and distributional insights
- ROC horizon setting to balance short-term reactivity with trend confirmation
- Scalable asset count up to 36 and top display limit for efficient screening from niche memecoin clusters to full ecosystems

📋 Table Settings

- Background transparency for semi-opaque overlays, ensuring readability while preserving pane context
- Border styling for clear delineation of data sections without visual clutter
- Text sizing options, from compact to prominent, to suit screen preferences and detail levels in dense memecoin grids

📈 RSP Settings

- RSI length for relative strength computations, defining the oscillator period on memecoin cross-ratios
- Primary smoothing type, selectable from standard averages to advanced hull or variable index for signal refinement
- Primary smoothing length, adjusting lag to match analysis timeframe from intraday to weekly
- Secondary smoothing type, allowing layered processing or dynamic comparisons for deeper confirmation
- Secondary smoothing length, providing extended baseline for stable relative momentum readings
- Toggle for second MA comparison, shifting scoring from absolute levels to relative crossovers
- VIDYA volatility lookback, dynamically scaling smoothing to market dispersion for adaptive RSP

🪙 Specific Coins

- ETH symbol input for RSP baseline, anchoring Ethereum memecoin relative strength calculations
- SOL symbol input for Solana ecosystem comparisons, evaluating chain-specific outperformance
- SUI symbol input for SUI memecoin benchmarking, highlighting ecosystem leaders
- VIRTUAL symbol input for BASE/VIRTUAL chain reference, facilitating cross-layer analysis

📊 Ethereum Memecoins

- Individual symbol inputs for up to 9 Ethereum-based memecoins, supporting high-liquidity viral tokens
- Grouped configuration for Ethereum ecosystem focus, enabling chain-specific RSP and metric screening
- Flexible ticker replacement for emerging or favorite memecoins within the Ethereum layer

📊 Solana Memecoins

- Individual symbol inputs for up to 9 Solana-based memecoins, targeting fast-chain speculative plays
- Grouped setup for Solana ecosystem isolation, optimizing relative strength across high-velocity tokens
- Customizable for new Solana launches, integrating with RSP for momentum hierarchy

📊 SUI Memecoins

- Individual symbol inputs for up to 9 SUI-based memecoins, focusing on layer-1 innovation tokens
- Dedicated grouping for SUI chain analysis, facilitating ecosystem-relative performance ranking
- Adaptable for SUI-specific narratives, blending with metrics for targeted selection

📊 BASE/VIRTUAL Memecoins

- Individual symbol inputs for up to 9 BASE/VIRTUAL memecoins, covering emerging layer-2 and virtual assets
- Consolidated group for BASE/VIRTUAL screening, emphasizing cross-layer memecoin dynamics
- Versatile for virtual economy tokens, supporting RSP comparisons within niche categories

📡 Data Fetching

- Benchmark retrieval on demand for alpha or beta needs, using daily resolution for consistent periodicity
- Parallel asset close pulls via security functions for 36 memecoins, ensuring uniform timeframe data
- Specific chain baselines fetched separately for ETH, SOL, SUI, VIRTUAL to enable targeted RSP
- Na defaults for inactive assets, preventing errors in partial memecoin scans
- Confirmed bar gating for price updates, aligning with real-time execution fidelity

🔢 Calculation Functions

- Exchange prefix remover for clean ticker displays, stripping identifiers for concise labeling
- Returns calculator standardizing daily percentage changes, zero-filling gaps for continuity
- Alpha isolator via regression intercept, extracting benchmark-independent performance
- Beta quantifier through covariance ratio, measuring systematic sensitivity with safeguards
- Sharpe efficiency engine, annualizing mean over volatility with exponential noise reduction
- Sortino downside protector, looping negative deviations for targeted risk adjustment and scaling
- Omega distribution analyzer, accumulating excesses and shortfalls for gain-loss probability ratios
- ROC momentum extractor, delivering unbounded percentage shifts with na neutrality
- Constant source checker, filtering static data to avoid misleading RSP computations
- Smoothed RSI calculator, applying multi-type averages including volatility-responsive VIDYA
- Score generator, binary outcomes from level thresholds or MA crossovers on relative prices
- RSP scores calculator, aggregating binaries across chain baselines for ecosystem leadership

📊 Returns Calculations

- Daily returns series for all 36 memecoins, foundational for regression and ratio inputs
- Benchmark returns computed conditionally, serving as relative analysis baseline

📈 Alpha Calculations

- Per-memecoin alpha toggled and derived, isolating benchmark excess for speculative edge detection
- Regression-based intercepts across assets, feeding into binary outperformance flags

📈 Beta Calculations

- Per-memecoin beta activated on demand, quantifying chain volatility against market
- Covariance ratios for systematic exposure, enhancing risk context in memecoin rankings

⚖️ Sharpe Calculations

- Rolling annualized Sharpe for each memecoin, assessing efficiency in high-volatility plays
- Smoothed volatility-adjusted returns, parallel computation for cross-chain comparability

🛡️ Sortino Calculations

- Downside-focused Sortino[/b> per memecoin, emphasizing loss aversion in speculative assets
- Loop-based deviation summing[/b>, scaled annually with risk-free adjustment for precision

🔄 Omega Calculations

- Distributional omega for each memecoin, capturing tail risks in viral surges
- Target-threshold accumulation[/b>, smoothed for gain-loss probability insights

📉 ROC Calculations

- Momentum ROC[/b> across memecoins, unbounded percentage changes for trend velocity
- Period-specific extraction, toggled for short-term hype detection

🏆 RSP Calculations

- Price array storage for 36 memecoins, enabling relative ratio computations
- Per-asset RSP matrices[/b>, filling with smoothed RSI binaries on cross-memecoin ratios
- Grand combined array[/b>, flattening matrices for holistic rank derivation
- Summed totals per asset, aggregating RSP strengths for competitive positioning

🪙 Specific RSP Scores

- Chain baseline prices for ETH, SOL, SUI, VIRTUAL, anchoring ecosystem-relative computations
- 4-coin RSP scoring, generating binaries on cross-chain ratios for leadership identification
- Max score indexing, pinpointing the dominant chain for category-wide RSP4 flags

📊 Median & Binary Scores

- Enabled metric arrays, collecting valid values for central tendency computation
- Median extraction per metric, providing neutral benchmarks for outperformance flags
- Binary conversion loops, flagging above-median as positive for normalized scoring
- Na exclusion, ensuring only reliable data influences relative classifications
- Per-asset binary arrays, storing flags for weighted contribution to final composites
- RSP4 category flags, binary boosts for memecoins in the leading chain group

🎯 Weighted Scores

- Metric binary summation, averaging enabled flags for risk-return consensus
- RSP points integration, blending rank rewards with metric outcomes for hybrid intelligence
- RSP4 category addition, elevating scores for ecosystem-dominant memecoins
- Balanced weighting, allocating portions to metrics and RSP for multifaceted evaluation
- Last-bar computation, finalizing scores for display without historical interference

📋 Main Data Table

- 16-column matrix centering memecoins with RSP scores, metrics, binaries, RSP4, and final scores
- Header labeling[/b> for clarity, spanning asset identifiers, RSP, performance columns, and flags
- Value rendering, formatted decimals or dashes for unavailable metrics
- Binary color-coding, green for above-median, red below, gray for invalids
- RSP score highlighting, green/red based on positive outperformance
- RSP4 flag column, green for chain leaders, red otherwise
- Score culmination, white text on transparent cells for final eligibility gauge
- Text sizing[/b> uniformity, ensuring legibility in expanded memecoin grids

📊 Median Table

- Compact right-side panel, listing medians for enabled metrics as reference anchors
- Two-column simplicity, metric names left, values right for quick benchmarking
- Dash placeholders[/b> for inactive metrics, maintaining structure without clutter
- White text consistency, neutral presentation for objective central tendencies

🏆 Top Assets Table

- Left-side summary, ranking memecoin leaders by weighted scores in descending order
- Two-column focus, tickers paired with scores for executive overview
- Dynamic sorting[/b> via indices, limiting to top count for prioritized insights
- Prefix-cleaned names, concise labels enhancing scan speed across chains
- Decimal score formatting, white text for clean highlight of elite memecoins

✅ Key Takeaways

- Chain-segmented RSP[/b> uncovers memecoin leaders within Ethereum, Solana, SUI, and BASE/VIRTUAL ecosystems
- Category RSP4 flags boost scores for dominant chain performers, emphasizing viral potential
- Expanded 36-asset capacity scales screening for comprehensive memecoin universes
- Tiered tables[/b>—detailed main with RSP4, neutral medians, elite tops—streamline from scan to speculation
- Modular toggles and smoothings adapt to memecoin volatility, from hype cycles to corrections
- Rank rewards incentivize competitive RSP, revealing cross-chain alpha in speculative niches
- Daily alignment ensures timely insights, quota-efficient for high-volume memecoin tracking