{"version":"2.7.0","id":"player-leong-chee-hau-4VMEVM","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Leong Chee hau?","title":"Leong Chee hau Profile & Background","excerpt":"Leong Chee hau is an active pickleball player registered under DUPR ID 4VMEVM.","answer":"Leong Chee hau is an active pickleball player registered in the Pickle Gravity database with DUPR ID 4VMEVM. They reside and play matches in Selangor, MY.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Leong Chee hau maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"],"last_verified":"2026-04-01"},{"id":"dupr-id","category":"Registry","question":"What is Leong Chee hau's DUPR ID?","title":"Leong Chee hau DUPR Identification Key","excerpt":"The unique DUPR identification key for Leong Chee hau is 4VMEVM.","answer":"Their unique DUPR ID is 4VMEVM. This identification key is used globally to verify match results and update player standing rankings.","answer_detail":"Every match outcome submitted by leagues or clubs references this ID to ensure ratings are updated accurately. Keep this ID handy when registering for tournaments or DUPR-sanctioned events.","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"],"last_verified":"2026-04-01"},{"id":"doubles-rating","category":"Performance","question":"What is Leong Chee hau's doubles DUPR rating?","title":"Leong Chee hau Doubles Rating","excerpt":"Leong Chee hau's doubles DUPR rating is 2.671 with 100% reliability.","answer":"Their doubles DUPR rating is 2.671, verified with a reliability factor of 100%.","answer_detail":"This rating reflects their level in doubles matchups. Reliability values above 50% indicate consistent recent match participation. Ratings adjust dynamically as new scores are recorded.","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"],"last_verified":"2026-04-01"},{"id":"singles-rating","category":"Performance","question":"What is Leong Chee hau's singles DUPR rating?","title":"Leong Chee hau Singles Rating","excerpt":"Leong Chee hau's singles DUPR rating is N/A with 0% reliability.","answer":"Their singles DUPR rating is N/A, verified with a reliability factor of 0%.","answer_detail":"Singles matches require high coverage and speed. Their rating of N/A is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2026-04-01"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Leong Chee hau played?","title":"Leong Chee hau Match Count","excerpt":"Leong Chee hau has played a total of 218 matches in our tracked index.","answer":"In our database, Leong Chee hau has played a total of 218 matches.","answer_detail":"This match count represents both competitive and recreational sets submitted to GPN and DUPR. A larger match history indicates a mature, stable rating indicator.","source_urls":["https://mydupr.com","https://globalpickleball.network"],"tags":["player","matches","history"],"last_verified":"2026-04-01"},{"id":"match-record","category":"Performance","question":"What is Leong Chee hau's match record (Wins / Losses)?","title":"Leong Chee hau Win-Loss Record","excerpt":"Leong Chee hau has 96 wins and 122 losses, representing a 44.0% win rate.","answer":"Their record is 96 Wins and 122 Losses, yielding an overall win rate of 44.0%.","answer_detail":"This ratio reflects their competitive consistency. Wins and losses are aggregated across doubles and singles matches recorded in our SQLite database.","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"],"last_verified":"2026-04-01"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Leong Chee hau?","title":"Leong Chee hau Points Won Percentage","excerpt":"Leong Chee hau wins on average 49.18% of points per set.","answer":"On average, they win 49.18% of points in their played match sets.","answer_detail":"This is a micro-performance metric. Standardizing points won helps analyze performance quality even in close loss scenarios where set outcomes do not favor the player.","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"],"last_verified":"2026-04-01"},{"id":"playing-style","category":"Style","question":"What is Leong Chee hau's playing style?","title":"Leong Chee hau Playstyle Analysis","excerpt":"Classified as Tactical Baseline Driver: A patient, tactical player who focuses on deep baseline drives and calculated court placement to draw opponent errors.","answer":"Their playstyle is classified as \"Tactical Baseline Driver\". Strength indicators: A patient, tactical player who focuses on deep baseline drives and calculated court placement to draw opponent errors..","answer_detail":"This playstyle assessment is computed algorithmically based on match history patterns, rating volatility, and partner setups.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","overview"],"last_verified":"2026-04-01"},{"id":"control-score","category":"Style","question":"What is Leong Chee hau's Control metric score?","title":"Leong Chee hau Control Score","excerpt":"Their control and dinking accuracy score is 81%.","answer":"Their control and dinking accuracy score is 81%.","answer_detail":"The control rating assesses third-shot drop precision, kitchen control, and defensive reset capacity. Higher percentages indicate a patient, tactical player.","source_urls":["https://picklegravity.com"],"tags":["player","control","style"],"last_verified":"2026-04-01"},{"id":"power-score","category":"Style","question":"What is Leong Chee hau's Power metric score?","title":"Leong Chee hau Power Score","excerpt":"Their drive and overhead power score is 91%.","answer":"Their drive and overhead power score is 91%.","answer_detail":"Power represents their speed-up frequency, drive velocity, and overhead smash efficiency. High power is common in baseline-aggressive players.","source_urls":["https://picklegravity.com"],"tags":["player","power","style"],"last_verified":"2026-04-01"},{"id":"agility-score","category":"Style","question":"What is Leong Chee hau's Agility metric score?","title":"Leong Chee hau Agility Score","excerpt":"Their court coverage and agility rating is 76%.","answer":"Their court coverage and agility rating is 76%.","answer_detail":"Agility measures court retrieval, side-to-side transitions, and footwork efficiency during high-speed exchanges near the kitchen line.","source_urls":["https://picklegravity.com"],"tags":["player","agility","style"],"last_verified":"2026-04-01"},{"id":"spin-score","category":"Style","question":"What is Leong Chee hau's Spin metric score?","title":"Leong Chee hau Spin Score","excerpt":"Their cut and topspin accuracy metric is 61%.","answer":"Their cut and topspin accuracy metric is 61%.","answer_detail":"Spin evaluation focuses on serve rotations, backspin dinks, and slice returns. Spin accuracy forces off-center hits and errors from opponents.","source_urls":["https://picklegravity.com"],"tags":["player","spin","style"],"last_verified":"2026-04-01"},{"id":"stamina-score","category":"Style","question":"What is Leong Chee hau's Stamina metric score?","title":"Leong Chee hau Stamina Score","excerpt":"Their stamina and longevity score is 91%.","answer":"Their cardiovascular stamina and longevity score is 91%.","answer_detail":"Stamina evaluates rating stability across long multi-set match schedules. High stamina prevents unforced errors in third-hour sets.","source_urls":["https://picklegravity.com"],"tags":["player","stamina","style"],"last_verified":"2026-04-01"},{"id":"weekly-streak","category":"Activity","question":"What is Leong Chee hau's weekly streak on GPN?","title":"Leong Chee hau GPN Weekly Activity Streak","excerpt":"Currently played 0 consecutive weeks. Max streak: 1 weeks.","answer":"They have played matches for 0 consecutive weeks. Their all-time personal best is 1 consecutive weeks.","answer_detail":"Weekly streaks are compiled from matches recorded in our index. This shows dedication to active tournament ladders and community play.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","activity"],"last_verified":"2026-04-01"},{"id":"best-partner","category":"Chemistry","question":"Who is Leong Chee hau's best doubles partner?","title":"Leong Chee hau Best Partner","excerpt":"Ben Yeong (DUPR 2.67) is their top partner.","answer":"Ben Yeong (DUPR 2.67) is their top partner, with a chemistry score of 83%.","answer_detail":"Partner selection is calculated based on win-ratio and match counts. Their chemistry shows: \"Aggressive setup: Heavy spin serves set up high returns for net put-aways.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-04-01"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Leong Chee hau played with their best partner?","title":"Leong Chee hau Matches with Best Teammate","excerpt":"They have played 11 matches together, winning 18%.","answer":"They have played 11 matches together, winning 18% of them.","answer_detail":"This indicates an established team configuration. High match count and high win rates suggest optimal tactical positioning and partner compatibility.","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-04-01"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Leong Chee hau's partners?","title":"Leong Chee hau Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 2.68.","answer":"The average rating of their doubles partners is 2.68.","answer_detail":"This average measures the general skill tier of their teammates. Playing with partners in a similar rating band ensures competitive alignment.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","partner"],"last_verified":"2026-04-01"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Leong Chee hau's opponents?","title":"Leong Chee hau Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 2.73.","answer":"The average rating of their doubles opponents is 2.73.","answer_detail":"This shows the level of competition they face. An average opponent DUPR close to the player's rating indicates balanced, fair matchmaking in tournaments.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","opponent"],"last_verified":"2026-04-01"},{"id":"rating-half-life","category":"Registry","question":"What is Leong Chee hau's rating half-life?","title":"Leong Chee hau DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 28 days.","answer":"Their DUPR rating half-life is 28 days, indicating their rating stability.","answer_detail":"Rating half-life determines how rapidly old sets lose weight in DUPR calculations. Shorter half-lives mean recent matches affect the score faster, whereas longer values indicate stable rankings.","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"],"last_verified":"2026-04-01"},{"id":"preferred-court","category":"Activity","question":"Where is Leong Chee hau's preferred home court facility?","title":"Leong Chee hau Preferred Home Court","excerpt":"Their preferred facility for matches is .","answer":"Their preferred facility for matches is .","answer_detail":"Preferred courts are determined by the location coordinates linked to their historical matches. Plays are centered primarily around this court network.","source_urls":["https://globalpickleball.network"],"tags":["player","court","preferred"],"last_verified":"2026-04-01"},{"id":"weeks-active","category":"Activity","question":"How active has Leong Chee hau been in the last 18 weeks?","title":"Leong Chee hau Recent Activity Frequency","excerpt":"They have active match logs on 36 days in the last 18 weeks.","answer":"They have active match logs on 36 separate days in the last 18 weeks.","answer_detail":"This shows recent competition frequency. Regular weekly activity ensures ratings remain valid and reliable in league ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","activity","frequency"],"last_verified":"2026-04-01"},{"id":"gender-status","category":"Registry","question":"Is Leong Chee hau male or female?","title":"Leong Chee hau Gender Classification","excerpt":"Registered gender is MALE.","answer":"Their gender is recorded as MALE.","answer_detail":"Gender groups are used for mixed-doubles brackets and single-gender ladders. This column helps organize tournament fixtures correctly.","source_urls":["https://mydupr.com"],"tags":["player","gender","profile"],"last_verified":"2026-04-01"},{"id":"age-bracket","category":"Registry","question":"What is Leong Chee hau's age?","title":"Leong Chee hau Age & Birth Year","excerpt":"Recorded as 40 years (approximate birth year: 1986).","answer":"Their age is recorded as 40 years (approximate birth year: 1986).","answer_detail":"Age classifications group players into Senior (50+), Adult (19+), or Junior classes for fair competitive brackets in GPN tournaments.","source_urls":["https://mydupr.com"],"tags":["player","age","profile"],"last_verified":"2026-04-01"},{"id":"last-verified","category":"Registry","question":"When was Leong Chee hau's record last updated?","title":"Leong Chee hau Profile Last Verified Date","excerpt":"Last verified on 2026-04-01.","answer":"Their DUPR rating and career stats were last verified on 2026-04-01.","answer_detail":"Player stats are synchronized weekly with external indexes. Any new matches recorded since the verification date will be calculated in the next sync.","source_urls":["https://picklegravity.com"],"tags":["player","metadata","verification"],"last_verified":"2026-04-01"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Leong Chee hau?","title":"Leong Chee hau Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-leong-chee-hau-4VMEVM","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-leong-chee-hau-4VMEVM or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-leong-chee-hau-4VMEVM?format=md.","answer_detail":"The endpoint returns name, DUPR rating details, match counts, and partner chemistry metrics, optimizing read layouts for Large Language Models.","source_urls":["https://picklegravity.com"],"tags":["player","api","developers"],"last_verified":"2026-04-01"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Leong Chee hau play singles or doubles more frequently?","title":"Leong Chee hau Game Type Focus","excerpt":"Based on ratings, they show a doubles focus.","answer":"Based on rating reliability and active histories, they have a doubles focus (reliability 100%).","answer_detail":"Doubles matches are much more common in community pickleball networks. A higher reliability rating in doubles shows they dedicate more tournament sets to team play.","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"],"last_verified":"2026-04-01"},{"id":"rating-tier","category":"Performance","question":"How does Leong Chee hau's doubles DUPR compare to the average player?","title":"Leong Chee hau Rating Percentile Tier","excerpt":"With rating 2.671, they rank in the Intermediate tier.","answer":"With a doubles rating of 2.671, they perform in the Intermediate/Novice tier of community players.","answer_detail":"The average recreation player doubles DUPR sits around 3.10 - 3.40. Ratings exceeding 4.00 represent competitive tournament-level skill with strong dinking, fast hands, and strategy.","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"],"last_verified":"2026-04-01"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 100% doubles reliability score?","title":"Leong Chee hau Reliability Significance","excerpt":"Reliability measures the density and recency of matches.","answer":"The reliability score represents rating accuracy. High scores (above 50%) indicate a dense match log, while low scores suggest a rating calculated from a small sample of sets.","answer_detail":"As players play more sets, DUPR gains confidence in their rating. A score of 100% means the player has extensive recent match data.","source_urls":["https://mydupr.com"],"tags":["player","reliability","metrics"],"last_verified":"2026-04-01"},{"id":"rating-stability","category":"Registry","question":"How stable is Leong Chee hau's doubles rating over time?","title":"Leong Chee hau Rating Volatility","excerpt":"Stable profile based on half-life of 28 days.","answer":"With a rating half-life of 28 days, their rating adjusts slower/faster based on match frequency, providing a balanced snapshot of their current form.","answer_detail":"Rating volatility measures how much a rating swings after a single win or loss. Active players see steadier adjustments.","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"],"last_verified":"2026-04-01"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Leong Chee hau perform best in?","title":"Leong Chee hau Matchup Optimization","excerpt":"Excels in balanced configurations matching their partner chemistry.","answer":"They excel in matchups where their partner's DUPR matches or exceeds their own, as shown by their partner chemistry record.","answer_detail":"Analyzing their wins reveals they have high success rates in structured team layouts, utilizing court spacing and kitchen coverage.","source_urls":["https://picklegravity.com"],"tags":["player","matchmaking","matchups"],"last_verified":"2026-04-01"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Leong Chee hau?","title":"Leong Chee hau Profile Recalculation","excerpt":"Updates sync automatically from DUPR and GPN registries.","answer":"All player records are synchronized weekly with upstream databases. Rating updates will propagate automatically during the next synchronization run.","answer_detail":"If a DUPR profile was recently updated or merged, the change will update on Pickle Gravity after the weekly crawler sweeps the player registry.","source_urls":["https://picklegravity.com"],"tags":["player","recalculation","sync"],"last_verified":"2026-04-01"},{"id":"upcoming-leagues","category":"Activity","question":"Is Leong Chee hau registered for any upcoming local leagues or ladders?","title":"Leong Chee hau League Registration Status","excerpt":"Check scheduled matches on their parent details page.","answer":"Yes, they have scheduled matches in local leagues. Check the main player profile detail view for the latest upcoming matchup schedules.","answer_detail":"Matches are updated dynamically from network schedules. Visit the details page to view opponents, match dates, and locations.","source_urls":["https://globalpickleball.network"],"tags":["player","leagues","ladders"],"last_verified":"2026-04-01"},{"id":"high-win-streak","category":"Activity","question":"Does Leong Chee hau have a high win-streak history?","title":"Leong Chee hau Win Streaks","excerpt":"Active match logs span a 0-week streak.","answer":"They have active match logs spanning a 0-week streak, demonstrating consistent tournament and recreation play over recent months.","answer_detail":"A continuous streak indicates a healthy playing routine. Max career streak recorded is 1 consecutive weeks.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","wins"],"last_verified":"2026-04-01"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Leong Chee hau has faced?","title":"Leong Chee hau Toughest Opponents","excerpt":"Opponent DUPR averages around 2.73.","answer":"Their average opponent DUPR is 2.73, meaning they frequently play against competitive opposition in this range.","answer_detail":"Facing higher-rated opponents helps accelerate rating increases. Matches played against advanced players yield more rating points on victory.","source_urls":["https://mydupr.com"],"tags":["player","opponent","matchmaking"],"last_verified":"2026-04-01"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Leong Chee hau associated with?","title":"Leong Chee hau GPN Networks","excerpt":"Plays in networks located around Selangor, MY.","answer":"They play in leagues and networks located around Selangor, MY. Specific GPN club rosters are listed on the parent detail page.","answer_detail":"Network affiliations connect players to local court sites. These rosters are synced to capture regional ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","networks","gpn"],"last_verified":"2026-04-01"},{"id":"preferred-court-surface","category":"Activity","question":"What is Leong Chee hau's preferred court surface for matches?","title":"Leong Chee hau Court Surface Preference","excerpt":"Active matches hosted at  featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at , which features standard outdoor/indoor court surfaces.","answer_detail":"Surface material affects ball spin and bounce height. Standard acrylic courts offer optimal traction compared to temporary asphalt surfaces.","source_urls":["https://globalpickleball.network"],"tags":["player","surface","court"],"last_verified":"2026-04-01"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Leong Chee hau's career?","title":"Leong Chee hau Markdown Spec Sheet","excerpt":"Download from the Pickle Gravity API endpoint.","answer":"A complete machine-readable Markdown file can be generated dynamically at GET https://picklegravity.com/api/knowledge/player-leong-chee-hau-4VMEVM?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout for documentation.","source_urls":["https://picklegravity.com"],"tags":["player","markdown","developers"],"last_verified":"2026-04-01"},{"id":"win-rate-percentage","category":"Performance","question":"What is Leong Chee hau's win rate percentage?","title":"Leong Chee hau Overall Win Rate","excerpt":"Their win rate is 44.0% across all sets.","answer":"Their overall win rate is 44.0%, calculated from their total matches.","answer_detail":"Win rate is a core indicator of dominance. In balanced matchmaking systems, win rates tend to stabilize between 45% and 55%. Values higher than this indicate rapid skill advancement.","source_urls":["https://mydupr.com"],"tags":["player","win-rate","performance"],"last_verified":"2026-04-01"},{"id":"singles-reliability","category":"Performance","question":"Does Leong Chee hau have a singles reliability rating?","title":"Leong Chee hau Singles Reliability","excerpt":"Singles reliability is recorded as 0%.","answer":"Yes, their singles rating reliability is recorded as 0%.","answer_detail":"This shows rating accuracy for singles games. If this percentage is low, their singles rating might not fully reflect their true skill level due to lack of recent matches.","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"],"last_verified":"2026-04-01"},{"id":"playstyle-calculation","category":"Style","question":"How is Leong Chee hau's playstyle category calculated?","title":"Leong Chee hau Playstyle Metric Derivation","excerpt":"Assessed based on player rating and matchup records.","answer":"Their playstyle is derived algorithmically using their DUPR metrics, name character hashing, and victory ratios.","answer_detail":"We evaluate their rating brackets, partner ratings, and opponents to estimate their speed-up frequency and kitchen positioning focus, creating a descriptive tag.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","calculation"],"last_verified":"2026-04-01"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Leong Chee hau based on birth year?","title":"Leong Chee hau Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year 1986.","answer":"Based on their birth year 1986, they fall into the Adult (19+) tournament classification.","answer_detail":"Age brackets maintain fair competition. Senior brackets focus on court placement and dinking patience, whereas open Adult brackets feature high-intensity baseline speed-ups.","source_urls":["https://mydupr.com"],"tags":["player","age","bracket"],"last_verified":"2026-04-01"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Leong Chee hau's matchmaking rank?","title":"Leong Chee hau Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 28 days determines how quickly their DUPR rating responds to tournament setups.","answer_detail":"A lower half-life encourages active match participation, as older sets lose influence quickly. A higher half-life keeps ratings stable during breaks.","source_urls":["https://mydupr.com"],"tags":["player","half-life","matchmaking"],"last_verified":"2026-04-01"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Leong Chee hau to a match on GPN?","title":"Challenge Leong Chee hau","excerpt":"Challenges can be issued through affiliated GPN networks.","answer":"Challenges can be issued directly on the GPN platform if they are listed in an active regional network.","answer_detail":"Affiliated networks allow members to schedule challenge matches. Look up their network association on their main profile page to coordinate sets.","source_urls":["https://globalpickleball.network"],"tags":["player","challenge","match"],"last_verified":"2026-04-01"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Leong Chee hau play indoor or outdoor matches more?","title":"Leong Chee hau Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at , which determines their environment focus.","answer_detail":"Outdoor courts are subject to wind and temperature changes, requiring heavy topspin. 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