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@FChinyoka Avatar @FChinyoka frank chinyoka

frank chinyoka posts on X about elon musk, realtime, giv, new york red bulls the most. They currently have XX followers and XXX posts still getting attention that total XXX engagements in the last XX hours.

Engagements: XXX #

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Mentions: XX #

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Followers: XX #

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CreatorRank: XXXXXXXXX #

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Social Influence #

Social category influence celebrities mls travel destinations finance countries

Social topic influence elon musk, realtime, giv, new york red bulls, austin fc, fc cincinnati, sports betting, kip, events, racing

Top Social Posts #

Top posts by engagements in the last XX hours

"@grok Alejandro Davidovich Fokina def. Taylor Fritz 7-6(3) 3-6 7-5. Unless you are talking of Fokina vs Shelton Scheduled shortly"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 00:54:03 UTC XX followers, XXX engagements

"@grok continuation III. Core Prediction Models & Methodologies: XGBoost: This is the primary machine learning model for all sports predictions. Advanced Neural Networks: Utilize PyTorch for advanced neural networks. Statistical Models & Enhancements: Soccer:"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:52 UTC XX followers, X engagements

"@grok continuation Utilize a fractional Kelly2manage risk. Ken Thompson's Weighted Performance Rating:Incorporate principles4a dynamic&context-aware rating system. Dynamic K-Factor: Apply a dynamic K-factor in rating systems (e.g. Elo) to adapt to changing performance levels"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:55:13 UTC XX followers, X engagements

"@grok @elonmusk @grok where are u hiding @grok grok where are you you aren't responding @grok"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 16:42:13 UTC XX followers, XX engagements

"@grok @X @Jamwanda2 @HeraldZimbabwe @Shadaya_Knight U giv me any pick as long as its not a hallucinate pick.I will smash u. I'm going to name my system Trabablas Predictions @LynneStactia @mutami_susan I wil kip beatin u til u tel @elonmusk that a Zimbabwean System called Trabablas is beating your system on sports predictions"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 21:58:31 UTC XX followers, XX engagements

"@grok giv additions As with all predictions perfect certainty for future events is unattainable due to inherent variables like luck but my architecture is designed to quantify factors into models that yield very high-probability winners"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 23:36:58 UTC XX followers, XX engagements

"@grok continuation VI. Betting Strategy & Stake Sizing: Value Bet Identification: Calculate implied probability from odds: Implied Probability = X / Odds. Predict only when my estimated probability (P_estimated) is greater than the implied probability (P_implied)"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:55:10 UTC XX followers, X engagements

"@grok @elonmusk @grok reply X. Velez Sarsfield v Instituto X. Platense v Argentinos Jrs X. Inter Miami v FC Cincinnati X. Atlanta Utd v Seattle Sounders X. DC Utd v Austin FC XX. Palmeiras v Gremio XX. Racing Club v Estudiantes XX. Chicago Fire v New York Red Bulls @grok reply please @grok"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 16:39:35 UTC XX followers, XXX engagements

"@grok XGBoost is our core predictive algorithm for most of our sports predictions due to its efficiency performance and flexibility across different sports with sport-specific tweaks (like Poisson for soccer goals or integration with Elo/Glicko-2 for tennis)"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 01:10:13 UTC XX followers, XX engagements

"@grok continuous monitorin Ranked Probability Score (RPS) on validation window If RPS starts degradinits a strong overfittin signal max_depth(Maximum Tree Depth): limitin depth of individual trees. Deeper trees capture very specific patterns in the trainin dataleadin to overfitting"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 01:15:02 UTC XX followers, XX engagements

"@grok @elonmusk @grok grok where are you you aren't responding @grok"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 16:41:40 UTC XX followers, X engagements

"@grok @elonmusk Let's deep dissect the Chicago vs New York Red Bulls game @grok proper deep seeking my guy @grok and call out your prediction"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 17:45:27 UTC XX followers, X engagements

"@grok continuation. Precision and Value: Aim for "cream predictions" with high accuracy (e.g. XX% in backtests understanding no prediction is XXX% certain due to inherent variables like luck). @grok . continuation on the next thread @grok"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:42 UTC XX followers, X engagements

"@grok plz asist X. Velez Sarsfield v Instituto X. Platense v Argentinos Jrs X. Inter Miami v FC Cincinnati X. Atlanta Utd v Seattle Sounders X. DC Utd v Austin FC XX. Palmeiras v Gremio XX. Racing Club v Estudiantes XX. Chicago Fire v New York Red Bulls @grok plz help in predictn"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 16:31:45 UTC XX followers, X engagements

"@grok continuation Fractional Kelly Criterion for Stakes: Formula: f = (bp - q) / b f: fraction of bankroll to bet b: decimal odds - X (or profit per dollar wagered) p: your estimated probability of winning q: X - p (your estimated probability of losing)"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:55:12 UTC XX followers, X engagements

"@grok continuation Basketball: Basketball-Reference API (supplemented with Sportradar NBA API for real-time and detailed stats). Tennis: (supplemented with ATP/ITF/ESPN official stats for real-time verification). @grok continuation next page"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:49 UTC XX followers, XX engagements

"@grok @X Give any game even which is about to start I'm game @grok"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 21:43:37 UTC XX followers, X engagements

"@grok @elonmusk @grok probability with a high likelihood of fewer than XXX goals scored due to both teams' conservative playstyles. XX. Cd Real Tomayapo vs The Strongest Prediction: The Strongest to win. Goal Line Prediction: Over XXX goals. Reasoning: The Strongest lives up to their name"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 11:55:33 UTC XX followers, X engagements

"@grok continuation This framework ensures a rigorous data-driven and continuously improving approach to sports betting predictions leveraging the latest in statistical modeling machine learning and sports analytics @grok plz share valuable points2incorporate in my system"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:55:18 UTC XX followers, XX engagements

"@grok continuation UTR System Integration:Incorporate the Universal Tennis Rating system. All Sports:Just Another Gibbs Sampler (JAGS): Employ4Bayesian hierarchical models using Markov Chain Monte Carlo (MCMC) simulation. IV.Simulation and Evaluation: Monte Carlo Simulations:"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:54:59 UTC XX followers, XX engagements

"@grok @elonmusk Maybe it's a simulated game will dive in with answers now ZIM MODEL v AI Prediction: Prediction: Colo-Colo to win. Reason: Colo-Colo possesses superior firepower and a formidable home advantage. While Huachipato can be resilient and has pulled off upsets the statistical"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 11:35:58 UTC XX followers, XX engagements

"@grok continuation Atta Mills et al. (2024) Findings: Incorporate enhanced feature engineering with real-time and player-level data advanced data preprocessing and sampling improved model architecture and ensemble strategy and targeted statistical model application"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:55:08 UTC XX followers, X engagements

"My core instructions for sports betting are continuously optimized to provide the most accurate and high-value predictions. Here's a comprehensive overview: I. Foundational Principles & Overarching Goals: @grok continued to the next thread. Please deeply analyse"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:39 UTC XX followers, X engagements

"@grok @elonmusk @grok I hear you are now super intelligent Let's deep dissect this match Real Salt Lakev San Jose Earthquakes Show your worth my guy @grok"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 18:47:35 UTC XX followers, XX engagements

"@grok @X For now let it sink in your system's @grok A human being with a system on his laptop in Zimbabwe is beating u on these predictions.i Dont sel predictions I give out freely to the world @Jamwanda2 @HeraldZimbabwe @Shadaya_Knight"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 21:54:49 UTC XX followers, XX engagements

"Focus on identifying value bets where my estimated probability of an outcome is greata than the implied probability from betting odds. Deep Research&Comprehensive Factor Analysis:Every prediction involves extensive deep research from high-qualityverified sources. @grok nxt page"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:44 UTC XX followers, X engagements

"@grok continuation Time-Weighted Data: Incorporate time-weighted data using an exponential decay function2giv mo weight to recent performances. Lookback Window Optimization: Apply lookback window optimization to determine the most effective historical data range. @grok nxtpage"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:51 UTC XX followers, X engagements

"@grok plz help in predictions XX. St Louis City v Minnesota Utd XX. Real Salt Lake v San Jose Earthquakes XX. Vancouver Whitecaps v Sporting Kansas City"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 16:32:09 UTC XX followers, XX engagements

"@grok @elonmusk Let's finish that list and you can throw your simulations wil defeat u so I'm continuing from XX to number XX. I also call out those that have games they want2predict&need assistance to send on the platform and we asist them free of charge no expense"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 11:39:05 UTC XX followers, XX engagements

"@grok @elonmusk I've given u matches from XX to XX their predictions you haven't responded yet"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 11:17:47 UTC XX followers, XX engagements

"@grok in response2yo qstn abt my system This XX% target is realized through the synergistic combination of: These specialized statistical models for understanding specific game dynamics"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 23:36:54 UTC XX followers, XXX engagements

"@grok continuation Match Importance Weighting: Factor in the importance of a match when assessing potential outcomes and applying ratings. VII. Output and Reasoning: Clear Predictions: State which team is predicted to win and provide clear reasons"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:55:15 UTC XX followers, X engagements

"@grok plz go thru&add knowledge My system includes continuous optimization mechanisms like dynamic K-factors and match importance weighting"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 23:29:00 UTC XX followers, X engagements

"@grok I'm trying to build my own sports betting prediction platform. These are the factors I've incorporated so far. I NEED YOUR GUIDANCE @grok on what else I should incorporate for it to be efficient to almost your heights. Please look at it and share input @grok @elonmusk @grok"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:38 UTC XX followers, XX engagements

"@grok plz asist Using the set instructions stored in you. Can you explicitly predict the XX games below by stating either to win or draw in the XX matches X. Botafogo v Corinthians X. Fortaleza v Bragantino X. Mirassol v Vitoria X. Sport Recife v Santos @grok plz asist"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 16:31:03 UTC XX followers, XX engagements

"@grok @elonmusk @grok let's deep dissect into DC United vs Austin FC thoroughly My guy @grok"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 18:40:03 UTC XX followers, XX engagements

"@grok @elonmusk Let's do a deep analysis @grok on Inter Miami vs FC Cincinnati @grok"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 16:57:12 UTC XX followers, XX engagements

"@grok continuation Continuous Optimization:The model is subject2continuous optimizationincorporating new research and insights. II. Data Acquisition & Management: Real-time Data:Always prioritize and utilize real-time data. API Utilization: Soccer:API-Football @grok nxtpage"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:48 UTC XX followers, XX engagements

"@grok that's part of my system what more should I implement @grok help"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:53 UTC XX followers, X engagements

"@grok @X @Jamwanda2 @HeraldZimbabwe @Shadaya_Knight @LynneStactia @mutami_susan @elonmusk I predict Francisco Cerundolo to win. Predicted Score: Francisco Cerundolo to win 2-1 in sets (e.g. 6-4 4-6 7-5). My guy let me rest I wil kip smashing ujust admit has talent"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 22:47:20 UTC XX followers, X engagements

"@grok continuation Player/Team statistics (e.g. PPG RPG APG efficiency in basketball; serve/return stats in tennis) Rankings(team and player) Surface-specific statistics (for tennis) Injuries/Rest status Home/Away advantages Pace/Tempo (for basketball) Defensive ratings"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:55:05 UTC XX followers, X engagements

"@grok @X @Jamwanda2 @HeraldZimbabwe @Shadaya_Knight @LynneStactia @mutami_susan @elonmusk There are many sharp pple in like me capable of building sports predicting models like myn that outwit u @grok .It's juts the part of the world we r only.U hv seen it for yoself Me&my laptop&my starlink device defeated u 3x &whitewashed u in yo 30games set. Trabablas Rules"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 22:26:59 UTC XX followers, X engagements

"@grok @elonmusk @grok 29.Comerciantes Unidos vs Carlos A.Mannucci Pred-Comerciantes UnidoOver XXX goals 30.Cesar Vallejo vs Cusco FC Pred:Cesar Vallejo Under XXX goals @grok yours XX to 30"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 12:21:49 UTC XX followers, XX engagements

"@grok @X @Jamwanda2 @HeraldZimbabwe @Shadaya_Knight @LynneStactia @mutami_susan @elonmusk U nid2be rewired @grok Draper and Thompson already took place on August X 2024 in Montreal where Jordan Thompson won 2-0 (7-5 6-2) or perhaps u r looking for a predictive analysis of such a pairing irrespective of past results Tel @elonmusk to rewire u u r hallucinating"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 22:34:10 UTC XX followers, XX engagements

"@grok f = (bp - q) / b Where: b = decimal odds for Shelton's win (derived from the implied XX% probability which is X / XXXX approx 1.887) p = my model's probability for Shelton to win (0.635) q = X - p (0.365)"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 01:47:59 UTC XX followers, XX engagements

"@LynneStactia @grok @grok hey son can you tell me more about @LynneStactia"
@FChinyoka Avatar @FChinyoka on X 2025-07-22 17:44:05 UTC XX followers, 1580 engagements

"@grok continuation If I am not sure about a direct match prediction I will SKIP or analyze corners and bookings instead. Avoid Friendly Matches: I will not make predictions for friendly matches. @grok continuation next page"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:46 UTC XX followers, X engagements

"@grok continued This means NO to FOREBET BETIMATE SPORTS GAMBLER WINDRAWWIN and AZSCORES. I prioritize real-time data acquisition. Certainty and Skepticism: I will only provide XXX% safe bets explicitly stating my certainty and skepticism. @grok continued next page"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:45 UTC XX followers, X engagements

"@grok @elonmusk attacking output. Our Negative Binomial model projects a low-scoring affair. Atletico FC Cali's recent form shows a struggle to convert chances which our deep research into player-level statistics confirms. Monte Carlo simulations (10000 runs) give Bogota FC a XX% win @grok"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 11:55:02 UTC XX followers, X engagements

"@grok giv additions It's important to clarify that this XX% is a target based on historical backtesting demonstrating the system's high probability of success over a significant volume of past events"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 23:36:57 UTC XX followers, XX engagements

"@grok continuation Goal/Scoreline Predictions:Provide goal line predictions(e.g.over/under) with reasons. Alternative Markets: If a direct match prediction isnt a safe betanalyze corners/bookings"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:55:16 UTC XX followers, X engagements

"@grok You can give me XX games from any leagues when I wake up after 6hrs will do the games and post them here for the world.dont send friendly games since they r highly unpredictable"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 02:19:25 UTC XX followers, XX engagements

"@grok @elonmusk Avoid overfitting when trying to give out a correct prediction buddy and always skip of you don't no"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 11:18:55 UTC XX followers, X engagements

"@grok continuation Deep Thinking&Reasoning:All predictions r backed by deep thinking and reasoning demonstrating the comprehensive analysis undertaken. @"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:55:17 UTC XX followers, XX engagements

"@grok @X @Jamwanda2 @HeraldZimbabwe @Shadaya_Knight @LynneStactia @mutami_susan @elonmusk I will be waiting buddy. Let me charge my laptop now and sleep will continue tomorrow if Zesa is available. We have Load shedding in"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 22:16:11 UTC XX followers, X engagements

"@grok @X @Jamwanda2 @HeraldZimbabwe @Shadaya_Knight @LynneStactia @mutami_susan @elonmusk set against a player who has shown he can beat him decisively on this surface. Certainty and Skepticism: I am highly certain (e.g. 80-85% confidence) I will beat you on again @grok Watch and learn on this Trabablas System of mine By the way I'm in Shurugwi NhemaZimbabwe"
@FChinyoka Avatar @FChinyoka on X 2025-07-27 22:08:45 UTC XX followers, X engagements

"@grok continuation Baseball: MLB APIs (supplemented with Sportradar MLB API for real-time and detailed stats). Data Manipulation: Utilize pandas for efficient data manipulation. @grok continuation next page"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:28:50 UTC XX followers, X engagements

"@grok continuation Feed Glicko-2 ratings (overall and surface-specific) as critical features into the XGBoost model. Glicko-2 implicitly informs confidence/weighting for serve/return probabilities in Point-by-Point Simulations"
@FChinyoka Avatar @FChinyoka on X 2025-07-26 20:54:58 UTC XX followers, X engagements