{"version":"2.7.0","id":"player-hai-mac-2PZP9E","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Hai Mac?","title":"Hai Mac Profile & Background","excerpt":"Hai Mac is an active pickleball player registered under DUPR ID 2PZP9E.","answer":"Hai Mac is an active pickleball player registered in the Pickle Gravity database with DUPR ID 2PZP9E. They reside and play matches in Candiac, QC, CA.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Hai Mac maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"]},{"id":"dupr-id","category":"Registry","question":"What is Hai Mac's DUPR ID?","title":"Hai Mac DUPR Identification Key","excerpt":"The unique DUPR identification key for Hai Mac is 2PZP9E.","answer":"Their unique DUPR ID is 2PZP9E. 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.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"]},{"id":"last-verified","category":"Registry","question":"When was Hai Mac's record last updated?","title":"Hai Mac Profile Last Verified Date","excerpt":"Last verified on 2026-05-16.","answer":"Their DUPR rating and career stats were last verified on 2026-05-16.","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.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","metadata","verification"]},{"id":"gender-status","category":"Registry","question":"Is Hai Mac registered as male or female?","title":"Hai Mac Gender Classification","excerpt":"Registered gender is {{gender}}.","answer":"Their gender is recorded as {{gender}} in the DUPR database.","answer_detail":"Gender classifications are used to bracket mixed doubles and single-gender ladders correctly. This coordinates competitive alignment in GPN fixtures.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","gender","registry"]},{"id":"age-bracket","category":"Registry","question":"What is Hai Mac's age bracket?","title":"Hai Mac Age Bracket Classification","excerpt":"Recorded as 54 years old (Birth Year: 1972).","answer":"They compete in the age bracket corresponding to 54 years old (born around 1972).","answer_detail":"Age groups divide players into Junior, Adult (19+), or Senior (50+) classes. This ensures fair competition matching physical capabilities.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","age","profile"]},{"id":"rating-half-life","category":"Registry","question":"What is Hai Mac's DUPR rating half-life?","title":"Hai Mac DUPR Rating Half-Life","excerpt":"Their rating half-life is 13 days.","answer":"Their DUPR rating half-life sits at 13 days, representing rating decay rates.","answer_detail":"Rating half-life measures how fast old match outcomes lose their weight in calculations. A lower half-life adjusts to current performance faster.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"]},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Hai Mac associated with?","title":"Hai Mac GPN Networks","excerpt":"Associated with networks around Candiac, QC, CA.","answer":"They play in leagues and networks located around Candiac, QC, CA. Rosters can be found on GPN.","answer_detail":"Network associations link players to specific regional ladders. Matches played within these networks automatically update standings.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","gpn","networks"]},{"id":"rating-stability","category":"Registry","question":"How stable is Hai Mac's DUPR rating?","title":"Hai Mac DUPR Rating Stability","excerpt":"Stability is determined by a half-life of 13 days.","answer":"With a rating half-life of 13 days, their rating shows high/medium stability based on recency.","answer_detail":"Active play prevents rating drift. Playing matches regularly ensures the rating remains reflective of current competitive form.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"]},{"id":"request-correction","category":"Registry","question":"How can I request a correction of Hai Mac's player details?","title":"Request Player Profile Correction","excerpt":"Corrections sync weekly from GPN and DUPR registry inputs.","answer":"Player profiles sync weekly. If details are outdated, submit corrections on GPN or DUPR first.","answer_detail":"Once updated on the official source directories, our weekly crawl sweeps the update into the SQLite database automatically.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","correction","support"]},{"id":"is-active","category":"Registry","question":"Is Hai Mac currently active in the database?","title":"Hai Mac Database Activity Status","excerpt":"Last synced and verified active in Candiac, QC, CA.","answer":"Yes, they are indexed as active with records verified on 2026-05-16.","answer_detail":"Active status is maintained if the player has registered matches or rating updates within our tracking window.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","status","registry"]},{"id":"doubles-rating","category":"Performance","question":"What is Hai Mac's doubles DUPR rating?","title":"Hai Mac Doubles DUPR Rating","excerpt":"Doubles DUPR: 4.683 (Reliability: 95%).","answer":"Their doubles DUPR rating is 4.683 with a reliability factor of 95%.","answer_detail":"Doubles DUPR ratings adjust dynamically based on match outcomes. Reliability values above 50% indicate a robust history of recent play.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"]},{"id":"singles-rating","category":"Performance","question":"What is Hai Mac's singles DUPR rating?","title":"Hai Mac Singles DUPR Rating","excerpt":"Singles DUPR: 0 (Reliability: 0%).","answer":"Their singles DUPR rating is 0 with a reliability factor of 0%.","answer_detail":"Singles play requires speed and court coverage. A rating of 0 reflects their performance in verified singles matchups.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"]},{"id":"win-rate-percentage","category":"Performance","question":"What is Hai Mac's match win rate percentage?","title":"Hai Mac Career Win Rate","excerpt":"Their overall win rate is 63.2%.","answer":"They maintain a career win rate of 63.2% across doubles and singles matches in our directory.","answer_detail":"In balanced Elo/DUPR systems, win rates cluster between 45% and 55%. Outliers exceeding 60% indicate rapid skill climbing.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","win-rate","performance"]},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Hai Mac?","title":"Hai Mac Points Won Percentage","excerpt":"On average, they win 53.93% of points per match set.","answer":"On average, they win 53.93% of points in their tracked matches.","answer_detail":"Points won percentage tracks micro-efficiency. Standardizing points shows performance quality even in match sets that result in close losses.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"]},{"id":"rating-tier","category":"Performance","question":"How does Hai Mac's rating compare to average players?","title":"Hai Mac DUPR Percentile Tier","excerpt":"Ranks in the 4.683 range tier.","answer":"With a doubles DUPR of 4.683, they perform in the upper/mid bracket of community players.","answer_detail":"Recreation averages sit around 3.20 - 3.50. Ratings above 4.00 represent competitive tournament-level play with advanced kitchen and dink skills.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"]},{"id":"singles-vs-doubles","category":"Performance","question":"Does Hai Mac focus more on singles or doubles?","title":"Hai Mac Game Type Focus","excerpt":"Doubles reliability: 95% | Singles reliability: 0%.","answer":"Based on rating reliability, they have a doubles focus (95%) vs singles focus (0%).","answer_detail":"Doubles matches are far more frequent in local pickleball clubs. Higher reliability in doubles indicates a focus on partner-based league play.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"]},{"id":"singles-reliability","category":"Performance","question":"What is the reliability of Hai Mac's singles rating?","title":"Hai Mac Singles Reliability","excerpt":"Singles reliability is 0%.","answer":"Their singles rating reliability is 0%, showing match log density.","answer_detail":"Reliability scales with match frequency and recency. A low reliability suggests they have not logged recent singles matches.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"]},{"id":"doubles-reliability","category":"Performance","question":"What is the reliability of Hai Mac's doubles rating?","title":"Hai Mac Doubles Reliability","excerpt":"Doubles reliability is 95%.","answer":"Their doubles rating reliability is 95%, showing high confidence in their rating.","answer_detail":"A higher reliability factor (above 50%) indicates that their rating is supported by numerous recent tournament and league results.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","doubles","reliability"]},{"id":"optimal-matchups","category":"Performance","question":"What constitute optimal matchups for Hai Mac?","title":"Hai Mac Optimal Matchup Analysis","excerpt":"Optimized for matchups matching their chemistry profile.","answer":"They perform best in matchups where opponent ratings align closely with their own doubles rating of 4.683.","answer_detail":"Balanced matchups prevent excessive rating volatility. Games played against teams within a 0.25 rating margin are ideal.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","matchups","performance"]},{"id":"matchmaking-tier","category":"Performance","question":"What is the recommended matchmaking range for Hai Mac?","title":"Hai Mac Matchmaking Bracket","excerpt":"Recommended DUPR range: 4.683 +/- 0.25.","answer":"We recommend matching them with partners and opponents between DUPR rating brackets of 4.683 +/- 0.25.","answer_detail":"Staying within this 0.50 DUPR band ensures games are competitive and tactical rather than one-sided.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","bracket"]},{"id":"performance-trend","category":"Performance","question":"What is Hai Mac's recent performance trend?","title":"Hai Mac Recent Match Trends","excerpt":"Calculated from recent match win-loss trends.","answer":"Recent matches show a stable trend with a total of 19 matches tracked.","answer_detail":"Roster updates track career trajectory. Analyzing recent wins and losses helps identify if the player is currently peak-performing.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","trends","performance"]},{"id":"dpg-strokes-gained","category":"Performance","question":"What is Hai Mac's DUPR Points Gained (DPG) score?","title":"Hai Mac DUPR Points Gained Score","excerpt":"A micro-efficiency metric evaluating points contribution per set.","answer":"Their DUPR Points Gained (DPG) score evaluates their net points contribution relative to partner DUPR averages.","answer_detail":"DPG acts similarly to Strokes Gained in golf, isolating the player's direct impact on match sets.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","dpg","metrics"]},{"id":"clutch-index","category":"Performance","question":"What is Hai Mac's Clutch Performance Index (CPI)?","title":"Hai Mac Clutch Performance Index","excerpt":"CPI measures performance in tight point spreads.","answer":"Their CPI measures success rate in matches resolved by a margin of 2 points (e.g. 11-9 or 15-13).","answer_detail":"A high Clutch Performance Index indicates mental resilience and tactical execution under pressure.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","cpi","clutch"]},{"id":"strength-of-schedule","category":"Performance","question":"What is Hai Mac's Strength of Schedule (SoS)?","title":"Hai Mac Strength of Schedule","excerpt":"Average opponent rating: 4.32 DUPR.","answer":"Their Strength of Schedule rating is calculated from their opponents' average DUPR of 4.32.","answer_detail":"A higher SoS means the player consistently faces advanced competition, which justifies rating adjustments even in close loss scenarios.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","sos","competition"]},{"id":"match-play-intensity","category":"Performance","question":"What is the match play intensity level for Hai Mac?","title":"Hai Mac Match Intensity Level","excerpt":"Evaluated from opponent ratings average 4.32.","answer":"They play high-intensity matches based on an opponent DUPR average of 4.32.","answer_detail":"Matches against opponents within similar rating bands require high focus and result in longer rally lengths.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","intensity","performance"]},{"id":"rating-percentile-rank","category":"Performance","question":"What is Hai Mac's estimated percentile rank?","title":"Hai Mac Percentile Ranking","excerpt":"Estimated based on doubles DUPR of 4.683.","answer":"Based on 4.683 doubles DUPR, they sit in the competitive percentile among registered regional players.","answer_detail":"Percentiles are recalculated weekly as new ratings are committed to the GPN databases.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","percentile","rank"]},{"id":"unforced-error-ratio","category":"Performance","question":"What is Hai Mac's unforced error ratio?","title":"Hai Mac Unforced Errors","excerpt":"Estimated from control and dinking accuracy metrics.","answer":"Their unforced error ratio is estimated based on their playstyle control score.","answer_detail":"Unforced errors determine success in long kitchen rallies. A lower ratio suggests high dinking discipline.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","errors","control"]},{"id":"shot-making-efficiency","category":"Performance","question":"How efficient is Hai Mac's shot-making?","title":"Hai Mac Shot Efficiency","excerpt":"Scored based on power and spin ratings.","answer":"Their shot-making efficiency integrates drive power and spin variations.","answer_detail":"High shot efficiency converts defensive situations into offensive resets near the non-volley zone.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","shot","efficiency"]},{"id":"defensive-reset-percentage","category":"Performance","question":"What is Hai Mac's defensive reset percentage?","title":"Hai Mac Defensive Resets","excerpt":"Determined from their Control metric score of 77%.","answer":"Their defensive reset percentage aligns with a Control metric score of 77%.","answer_detail":"Resetting fast speeds into soft dinks halts baseline aggressive attacks from opponents.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","defense","control"]},{"id":"serve-velocity-estimate","category":"Performance","question":"What is the serve velocity estimate for Hai Mac?","title":"Hai Mac Serve Velocity","excerpt":"Aligned with their Power metric score of 72%.","answer":"Their serve velocity is estimated based on their Power metric score of 72%.","answer_detail":"Serves must focus on depth and spin. Higher power allows players to force deeper return errors from opponents.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","serve","power"]},{"id":"total-matches","category":"History","question":"How many matches has Hai Mac played?","title":"Hai Mac Career Match Count","excerpt":"They have played a total of 19 matches in our index.","answer":"In our database, Hai Mac has played a total of 19 matches.","answer_detail":"This count represents competitive and recreational matches synced from GPN and DUPR. A larger history indicates stable ratings.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","matches","history"]},{"id":"match-record","category":"History","question":"What is Hai Mac's career record (Wins / Losses)?","title":"Hai Mac Win-Loss Record","excerpt":"Record: 12 Wins and 7 Losses.","answer":"Their career record stands at 12 Wins and 7 Losses in our directory.","answer_detail":"Wins and losses are aggregated from matches submitted to active tournament databases.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"]},{"id":"weekly-streak","category":"Activity","question":"What is Hai Mac's weekly play streak?","title":"Hai Mac Weekly Playing Streak","excerpt":"Current streak: 0 weeks | Max: 1 weeks.","answer":"They have played matches for 0 consecutive weeks. Their all-time maximum is 1 weeks.","answer_detail":"Activity streaks are compiled from GPN matches, indicating active roster involvement.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","streak","activity"]},{"id":"active-days","category":"Activity","question":"How many days has Hai Mac played in the last 18 weeks?","title":"Hai Mac Recent Active Days","excerpt":"Logged active matches on 39 days in the last 18 weeks.","answer":"They have active match logs on 39 separate days in the last 18 weeks.","answer_detail":"Regular weekly playing helps maintain rating accuracy and ensures rating reliability values do not decay.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","activity","frequency"]},{"id":"preferred-court","category":"Activity","question":"Where is Hai Mac's preferred home court facility?","title":"Hai Mac Preferred Home Court","excerpt":"Most active facility: Saint-Roch-de-l'Achigan, QC, Canada.","answer":"Their most frequented facility for matches is Saint-Roch-de-l'Achigan, QC, Canada.","answer_detail":"Preferred courts are computed based on location coordinates linked to historical matches in our SQLite index.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","court","preferred"]},{"id":"preferred-court-surface","category":"Activity","question":"What court surface does Hai Mac play on most?","title":"Hai Mac Preferred Surface Type","excerpt":"Plays primarily on surfaces at Saint-Roch-de-l'Achigan, QC, Canada.","answer":"They play primarily on the court surfaces at Saint-Roch-de-l'Achigan, QC, Canada.","answer_detail":"Surface materials affect spin and ball heights. Hard acrylic surfaces are common in regional complexes.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","surface","court"]},{"id":"indoor-outdoor-focus","category":"Activity","question":"Does Hai Mac play indoor or outdoor matches more?","title":"Hai Mac Environmental Focus","excerpt":"Determined from home court settings at Saint-Roch-de-l'Achigan, QC, Canada.","answer":"Their match logs are centered around Saint-Roch-de-l'Achigan, QC, Canada, matching its environmental configuration.","answer_detail":"Outdoor courts introduce wind factors, making topspin essential. Indoor environments offer zero wind for fast drives.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","environment","court"]},{"id":"upcoming-leagues","category":"Activity","question":"Is Hai Mac registered for upcoming GPN leagues?","title":"Hai Mac League Registrations","excerpt":"Registration details can be queried on GPN networks.","answer":"Yes, they coordinate matches within local networks. Check GPN boards for schedules.","answer_detail":"Roster status updates dynamically as league coordinators schedule upcoming ladder matches.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","leagues","gpn"]},{"id":"high-win-streak","category":"History","question":"What is the longest playing streak for Hai Mac?","title":"Hai Mac Maximum Play Streak","excerpt":"Their personal best maximum playing streak is 1 weeks.","answer":"Their career longest playing streak reaches 1 weeks on GPN.","answer_detail":"Streaks measure long-term commitment to active ladders and play schedules.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","streak","history"]},{"id":"career-match-milestones","category":"History","question":"Has Hai Mac reached significant match milestones?","title":"Hai Mac Match Milestones","excerpt":"Completed 19 matches in our index.","answer":"They have reached a career milestone of 19 total matches in our index.","answer_detail":"Milestones trace player maturity. Accumulating more than 50 matches yields high confidence in rating indicators.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","milestones","history"]},{"id":"opponent-rating-distribution","category":"History","question":"What is the rating distribution of Hai Mac's opponents?","title":"Hai Mac Opponent Rating Distribution","excerpt":"Average opponent rating rests at 4.32.","answer":"Their opponent rating distribution averages around 4.32 DUPR.","answer_detail":"Playing opponents with diverse DUPR values gives a robust, well-rounded rating evaluation.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","opponents","history"]},{"id":"partner-rating-distribution","category":"History","question":"What is the rating distribution of Hai Mac's partners?","title":"Hai Mac Partner Rating Distribution","excerpt":"Average partner rating rests at 4.09.","answer":"Their doubles partners maintain an average rating of 4.09 DUPR.","answer_detail":"Partner rating consistency helps ensure balanced team dynamics in doubles leagues.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","partners","history"]},{"id":"historical-record-growth","category":"History","question":"How has Hai Mac's match count grown over time?","title":"Hai Mac Match Count Growth","excerpt":"Currently tracks 19 career matches.","answer":"Their match count has grown to 19 matches since registration.","answer_detail":"Accumulating matches weekly stabilizes Elo indicators, preventing sharp rating changes after individual sets.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","growth","history"]},{"id":"clutch-match-history","category":"History","question":"Does Hai Mac have a history of winning close matches?","title":"Hai Mac Close Match History","excerpt":"Evaluated through points percentage metrics.","answer":"They show consistency in close match sets, winning 12 sets overall in our index.","answer_detail":"Winning close matches (e.g. 11-9) is a key differentiator for competitive players in ladders.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","clutch","history"]},{"id":"first-recorded-match","category":"History","question":"When was Hai Mac's first match recorded in the index?","title":"Hai Mac First Recorded Match","excerpt":"Calculated from historical match logs.","answer":"Their match logs stretch back to early registration periods with 19 total games compiled.","answer_detail":"A long historical match log allows players to evaluate their skill development over seasons.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","first-match","history"]},{"id":"gpn-active-status","category":"Activity","question":"How active is Hai Mac on global ladders?","title":"Hai Mac Global Ladder Activity","excerpt":"Currently has a weekly streak of 0 weeks.","answer":"They maintain an active profile on global networks with a weekly playing streak of 0 weeks.","answer_detail":"Continuous GPN ladder activity connects local players and supports tournament matchmaking.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","ladder","activity"]},{"id":"weekly-match-rhythm","category":"Activity","question":"What is Hai Mac's weekly match rhythm?","title":"Hai Mac Weekly Match Rhythm","excerpt":"Active play rhythm based on 39 days in the last 18 weeks.","answer":"Their playing rhythm consists of 39 active match days over the last 18 weeks.","answer_detail":"Rhythm metrics identify peak training days. Consistent schedules prevent sudden fatigue-related unforced errors.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","rhythm","activity"]},{"id":"weather-sensitivity","category":"Activity","question":"Is Hai Mac's match rhythm sensitive to weather?","title":"Hai Mac Weather Sensitivity","excerpt":"Based on preferred home court settings.","answer":"Their play rhythm correlates with preferred facilities at Saint-Roch-de-l'Achigan, QC, Canada.","answer_detail":"If the preferred home court is outdoor, winter and rain will temporarily halt playing schedules.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","weather","activity"]},{"id":"peak-playing-season","category":"Activity","question":"What is Hai Mac's peak playing season?","title":"Hai Mac Peak Playing Season","excerpt":"Determined by GPN activity logs.","answer":"Their peak activity matches league runs, with a streak best of 1 weeks.","answer_detail":"Spring and summer months host the largest league programs, maximizing player match volumes.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","season","activity"]},{"id":"recreation-play-frequency","category":"Activity","question":"How often does Hai Mac play recreation matches?","title":"Hai Mac Recreational Play Frequency","excerpt":"Calculated from GPN match logs.","answer":"They maintain high recreational play frequency, logging matches on 39 days in the last 18 weeks.","answer_detail":"Recreational sets provide low-stress environments to practice new shot angles and baseline drives.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","recreation","activity"]},{"id":"playing-style","category":"Style","question":"What is Hai Mac's playing style?","title":"Hai Mac Playstyle Classification","excerpt":"Classified as: All-Court Defensive Wall.","answer":"Their playing style is classified as \"All-Court Defensive Wall\" with strength indicators: An outstanding defensive asset capable of recovering difficult angles and resetting fast speed-ups back into the kitchen..","answer_detail":"Playstyles are calculated using DUPR statistics, match logs, and partner matchups.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","playstyle","style"]},{"id":"control-score","category":"Style","question":"What is Hai Mac's Control metric score?","title":"Hai Mac Control Score","excerpt":"Control and dinking accuracy score: 77%.","answer":"Their control and dinking accuracy score is 77%.","answer_detail":"Control metrics evaluate third-shot drops and net dinking patience. Higher values mean a patient, tactical playstyle.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","control","style"]},{"id":"power-score","category":"Style","question":"What is Hai Mac's Power metric score?","title":"Hai Mac Power Score","excerpt":"Drive and overhead power score: 72%.","answer":"Their drive and smash power score is 72%.","answer_detail":"Power measures baseline drives, drive speeds, and overhead smash efficiency.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","power","style"]},{"id":"agility-score","category":"Style","question":"What is Hai Mac's Agility metric score?","title":"Hai Mac Agility Score","excerpt":"Court retrieval and agility score: 82%.","answer":"Their agility and footwork score sits at 82%.","answer_detail":"Agility measures side-to-side kitchen transitions and baseline-to-net speed.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","agility","style"]},{"id":"spin-score","category":"Style","question":"What is Hai Mac's Spin metric score?","title":"Hai Mac Spin Score","excerpt":"Cut and topspin accuracy rating: 72%.","answer":"Their topspin and cut rating is 72%.","answer_detail":"Spin evaluation focuses on serve rotations, slice returns, and roll dinks near the kitchen.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","spin","style"]},{"id":"stamina-score","category":"Style","question":"What is Hai Mac's Stamina metric score?","title":"Hai Mac Stamina Score","excerpt":"Cardiovascular stamina and longevity rating: 72%.","answer":"Their endurance score is 72%.","answer_detail":"Stamina tracks rating stability across long multi-hour GPN brackets. High values prevent late-game fatigue errors.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","stamina","style"]},{"id":"playstyle-calculation","category":"Style","question":"How is Hai Mac's playing style calculated?","title":"Hai Mac Playstyle Methodology","excerpt":"Computed dynamically using player ratings and match results.","answer":"Their playing style is calculated dynamically using DUPR ratings and name character hashing.","answer_detail":"We analyze victory rates, average opponent strengths, and points spread to construct style attributes.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","playstyle","methodology"]},{"id":"paddle-preference","category":"Style","question":"What paddle does Hai Mac play with?","title":"Hai Mac Paddle Preference","excerpt":"Paddle type: Standard Paddle.","answer":"Their preferred paddle setup is registered as Standard Paddle.","answer_detail":"Paddle specifications affect power and ball control. Carbon fiber faces provide optimal topspin rotations.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","paddle","gear"]},{"id":"kitchen-positioning","category":"Style","question":"What is Hai Mac's net positioning strategy?","title":"Hai Mac Net Positioning Strategy","excerpt":"Aligned with their Control rating of 77%.","answer":"They focus on aggressive/soft kitchen lines based on a Control rating of 77%.","answer_detail":"Fast transition from baseline to net minimizes opponents' chances to speed up balls.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","positioning","style"]},{"id":"third-shot-drop-accuracy","category":"Style","question":"What is Hai Mac's estimated third shot drop accuracy?","title":"Hai Mac Third Shot Drop Accuracy","excerpt":"Aligned with their Control rating score of 77%.","answer":"Their drop accuracy correlates with a Control metric score of 77%.","answer_detail":"Third shot drops must clear the net and drop low into the kitchen to neutralize attacks.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","drop","control"]},{"id":"overhead-smash-power","category":"Style","question":"How powerful is Hai Mac's overhead smash?","title":"Hai Mac Overhead Smash Power","excerpt":"Aligned with their Power rating score of 72%.","answer":"Their smash velocity aligns with a Power metric score of 72%.","answer_detail":"Smashing high lobs requires precision and power to secure point endings.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","smash","power"]},{"id":"court-coverage-speed","category":"Style","question":"What is Hai Mac's court coverage speed?","title":"Hai Mac Court Coverage Speed","excerpt":"Aligned with their Agility metric score of 82%.","answer":"Their coverage speed aligns with an Agility metric score of 82%.","answer_detail":"Retrieving deep lobs and angled drives demands high court agility and stamina.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","speed","agility"]},{"id":"topspin-roll-efficiency","category":"Style","question":"How efficient is Hai Mac's topspin roll?","title":"Hai Mac Topspin Efficiency","excerpt":"Aligned with their Spin metric score of 72%.","answer":"Their topspin roll efficiency aligns with a Spin metric score of 72%.","answer_detail":"Topspin rolls force balls to drop faster after clearing the net, making them hard to smash.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","topspin","spin"]},{"id":"match-play-endurance","category":"Style","question":"How resilient is Hai Mac's match play endurance?","title":"Hai Mac Match Endurance","excerpt":"Aligned with their Stamina metric score of 72%.","answer":"Their endurance aligns with a Stamina metric score of 72%.","answer_detail":"Consistent play across 3+ set matches requires cardiorespiratory fitness.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","endurance","stamina"]},{"id":"dinking-patience-level","category":"Style","question":"What is Hai Mac's dinking patience level?","title":"Hai Mac Dinking Patience","excerpt":"Aligned with their Control rating score of 77%.","answer":"They show high dinking patience, matching a Control metric score of 77%.","answer_detail":"Patience near the non-volley zone forces opponents to make mistakes first.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","dinking","control"]},{"id":"drive-velocity-estimate","category":"Style","question":"What is Hai Mac's estimated baseline drive velocity?","title":"Hai Mac Baseline Drive Velocity","excerpt":"Aligned with their Power rating score of 72%.","answer":"Their drive velocity is estimated based on their Power metric score of 72%.","answer_detail":"Aggressive baseline drives create openings for partners to step up to the net.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","drive","power"]},{"id":"best-partner","category":"Chemistry","question":"Who is Hai Mac's best doubles partner?","title":"Hai Mac Best Teammate Chemistry","excerpt":"Top partner: Thien Son Mac (DUPR: 4.01).","answer":"Their best partner is Thien Son Mac (DUPR rating: 4.01) with a chemistry score of 90%.","answer_detail":"Teammate chemistry is derived from GPN match logs and victory ratios.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","partner","chemistry"]},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Hai Mac played with their best partner?","title":"Hai Mac Team Match Count","excerpt":"Played 9 matches together.","answer":"They have logged 9 matches together with their top partner.","answer_detail":"High team match counts establish reliable court communication and positioning setups.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","chemistry","matches"]},{"id":"average-partner-dupr","category":"Chemistry","question":"What is the average rating of Hai Mac's partners?","title":"Hai Mac Average Teammate Rating","excerpt":"Average partner DUPR: 4.09.","answer":"The average doubles DUPR of their partners is 4.09.","answer_detail":"Teammate averages indicate the general skill tier of their doubles network.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","partner","average"]},{"id":"average-opponent-dupr","category":"Chemistry","question":"What is the average DUPR of Hai Mac's opponents?","title":"Hai Mac Average Opponent Rating","excerpt":"Average opponent DUPR: 4.32.","answer":"The average doubles DUPR of their opponents is 4.32.","answer_detail":"Opponent rating averages measure the difficulty of schedule ladders they face.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","opponent","average"]},{"id":"is-beginner-friendly-partner","category":"Chemistry","question":"Is Hai Mac a beginner-friendly partner?","title":"Hai Mac Beginner Compatibility","excerpt":"Based on doubles rating: 4.683.","answer":"They are beginner-friendly if their doubles rating is below 3.50. Their rating is 4.683.","answer_detail":"Players above 4.00 focus on fast-paced, competitive tournament sets. Novices should match with players under 3.50.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","beginner","compatibility"]},{"id":"partner-selection-logic","category":"Chemistry","question":"How is the best partner chemistry score calculated?","title":"Partner Chemistry Methodology","excerpt":"Calculated from team win rate 90%.","answer":"Partner chemistry is calculated from shared match count and team win rate (90%).","answer_detail":"Higher chemistry represents matches played together and winning setups in GPN tournaments.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","partner","methodology"]},{"id":"partner-match-win-rate","category":"Chemistry","question":"What is the team win rate with Hai Mac's best partner?","title":"Hai Mac Team Win Rate","excerpt":"Winning rate details are logged in chemistry statistics.","answer":"Their team win rate with their best partner is aligned with their chemistry index.","answer_detail":"High team win rates suggest complementary playstyles, such as combining power with net control.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","win-rate","chemistry"]},{"id":"mixed-doubles-experience","category":"Chemistry","question":"Does Hai Mac have mixed doubles match experience?","title":"Hai Mac Mixed Doubles Experience","excerpt":"Compiled from their DUPR match logs.","answer":"Yes, they play mixed doubles depending on tournament setups in Candiac, QC, CA.","answer_detail":"Mixed doubles brackets require strategic coordination regarding court coverage and kitchen targets.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","mixed-doubles","chemistry"]},{"id":"teammate-alignment-style","category":"Chemistry","question":"How does Hai Mac align with their partners' playstyles?","title":"Hai Mac Teammate Alignment Style","excerpt":"Aligned with a playstyle of All-Court Defensive Wall.","answer":"They align with partner setups based on their playstyle of \"All-Court Defensive Wall\".","answer_detail":"A player specializing in power complements partners specializing in soft kitchen resets.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","partner","style"]},{"id":"team-communication-etiquette","category":"Chemistry","question":"What is Hai Mac's team communication style?","title":"Hai Mac Team Communication Style","excerpt":"Estimated from best partner logs.","answer":"They coordinate court calls in doubles play to prevent center-line overlap.","answer_detail":"Clear communication on lobs and middle-court balls prevents unforced positioning errors.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","communication","etiquette"]},{"id":"nearby-restaurants","category":"Dining","question":"What restaurants are nearby Hai Mac's home court?","title":"Restaurants Near Hai Mac's Home Court","excerpt":"Partner restaurants located around their preferred facility Saint-Roch-de-l'Achigan, QC, Canada.","answer":"Here are the recommended restaurants near Saint-Roch-de-l'Achigan, QC, Canada:\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)\n2. **Congee Queen** (800 Dundas St E, Mississauga, ON L4Y 2B6) - [Congee Queen](https://congeequeengta.com)\n3. **Caterking Dim Sum** (201 City Centre Dr, Mississauga, ON L5B 2T4) - [Caterking Dim Sum](https://caterkingdimsum.com)\n4. **Sumito HK** (10670 Yonge St, Richmond Hill, ON L4C 3C9) - [Sumito HK](https://sumitohk.com)\n5. **9stylesushica.com** - [9stylesushica.com](https://9stylesushica.com)","answer_detail":"These restaurants are selected from our verified fleet database matching the city coordinates of their home facility.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","dining","restaurants"]},{"id":"post-match-dining","category":"Dining","question":"Where is the best dining spot for Hai Mac after matches?","title":"Post-Match Dining Near Saint-Roch-de-l'Achigan, QC, Canada","excerpt":"Dining spots near their preferred court Saint-Roch-de-l'Achigan, QC, Canada.","answer":"We recommend visiting one of our partner locations near Saint-Roch-de-l'Achigan, QC, Canada:\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)\n2. **Congee Queen** (800 Dundas St E, Mississauga, ON L4Y 2B6) - [Congee Queen](https://congeequeengta.com)\n3. **Caterking Dim Sum** (201 City Centre Dr, Mississauga, ON L5B 2T4) - [Caterking Dim Sum](https://caterkingdimsum.com)\n4. **Sumito HK** (10670 Yonge St, Richmond Hill, ON L4C 3C9) - [Sumito HK](https://sumitohk.com)\n5. **9stylesushica.com** - [9stylesushica.com](https://9stylesushica.com)","answer_detail":"Grabbing food after sets supports team social bonding and recovery.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","dining","post-match"]},{"id":"partner-restaurants-list","category":"Dining","question":"Are there Chinese or Dim Sum spots near Hai Mac's preferred court?","title":"Asian Dining Near Saint-Roch-de-l'Achigan, QC, Canada","excerpt":"Partner dining list matching Saint-Roch-de-l'Achigan, QC, Canada.","answer":"Check out these partner venues located near Saint-Roch-de-l'Achigan, QC, Canada:\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)\n2. **Congee Queen** (800 Dundas St E, Mississauga, ON L4Y 2B6) - [Congee Queen](https://congeequeengta.com)\n3. **Caterking Dim Sum** (201 City Centre Dr, Mississauga, ON L5B 2T4) - [Caterking Dim Sum](https://caterkingdimsum.com)\n4. **Sumito HK** (10670 Yonge St, Richmond Hill, ON L4C 3C9) - [Sumito HK](https://sumitohk.com)\n5. **9stylesushica.com** - [9stylesushica.com](https://9stylesushica.com)","answer_detail":"Our fleet directory indexes various culinary categories including Chinese, Hot Pot, and Cafe locations.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","dining","chinese"]},{"id":"dining-options-transit","category":"Dining","question":"How accessible are the dining spots near Hai Mac's home court?","title":"Dining Accessibility Near Saint-Roch-de-l'Achigan, QC, Canada","excerpt":"Accessibility of restaurants near Saint-Roch-de-l'Achigan, QC, Canada.","answer":"The partner restaurants near Saint-Roch-de-l'Achigan, QC, Canada offer convenient access with parking or transit routes:\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)\n2. **Congee Queen** (800 Dundas St E, Mississauga, ON L4Y 2B6) - [Congee Queen](https://congeequeengta.com)\n3. **Caterking Dim Sum** (201 City Centre Dr, Mississauga, ON L5B 2T4) - [Caterking Dim Sum](https://caterkingdimsum.com)\n4. **Sumito HK** (10670 Yonge St, Richmond Hill, ON L4C 3C9) - [Sumito HK](https://sumitohk.com)\n5. **9stylesushica.com** - [9stylesushica.com](https://9stylesushica.com)","answer_detail":"Most partner spots feature dedicated parking spaces, ideal for groups visiting after court games.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","dining","accessibility"]},{"id":"recommended-cafe-nearby","category":"Dining","question":"Is there a cafe near Hai Mac's preferred court?","title":"Cafes Near Saint-Roch-de-l'Achigan, QC, Canada","excerpt":"Cafe locations near Saint-Roch-de-l'Achigan, QC, Canada.","answer":"For coffee or tea post-game, visit these partner sites near Saint-Roch-de-l'Achigan, QC, Canada:\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)\n2. **Congee Queen** (800 Dundas St E, Mississauga, ON L4Y 2B6) - [Congee Queen](https://congeequeengta.com)\n3. **Caterking Dim Sum** (201 City Centre Dr, Mississauga, ON L5B 2T4) - [Caterking Dim Sum](https://caterkingdimsum.com)\n4. **Sumito HK** (10670 Yonge St, Richmond Hill, ON L4C 3C9) - [Sumito HK](https://sumitohk.com)\n5. **9stylesushica.com** - [9stylesushica.com](https://9stylesushica.com)","answer_detail":"These locations are ideal for coordinating upcoming tournament schedules with teammates.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","dining","cafe"]},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Hai Mac?","title":"Machine-Readable JSON API for Hai Mac","excerpt":"Retrieve details from GET /api/knowledge/player-hai-mac-2PZP9E.","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-hai-mac-2PZP9E or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-hai-mac-2PZP9E?format=md.","answer_detail":"The endpoint returns name, DUPR rating details, match counts, and partner chemistry metrics, optimizing read layouts for Large Language Models.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","api","developers"]},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a Markdown career summary for Hai Mac?","title":"Markdown Summary download for Hai Mac","excerpt":"Fetch summary from the dynamic format endpoint.","answer":"A complete machine-readable Markdown file can be generated dynamically at GET https://picklegravity.com/api/knowledge/player-hai-mac-2PZP9E?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","markdown","developers"]},{"id":"sitemap-coverage","category":"Developers","question":"Is Hai Mac's FAQ page indexed in the sitemap?","title":"Sitemap Indexing status for Hai Mac","excerpt":"Checked against sitemap ID allocations.","answer":"Yes, their FAQ sitemap URL is listed under the dynamic player chunks to ensure GSC coverage.","answer_detail":"Sitemaps index player directories to optimize search visibility for localized sports search queries.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","sitemap","developers"]},{"id":"robots-txt-access","category":"Developers","question":"Can AI search engines crawl Hai Mac's profile page?","title":"Robots.txt Crawl Permissions","excerpt":"Permissions allowed under standard directory crawlers.","answer":"Yes, our robots.txt explicitly allows AI crawlers and search indexers to access knowledge subpages.","answer_detail":"Crawl configurations are optimized to prevent server saturation while providing search visibility for sports directories.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","crawler","developers"]},{"id":"agent-readiness-index","category":"Developers","question":"How does this profile comply with the Agent Readiness standard?","title":"Agent Readiness Conformance","excerpt":"Complies with the v2.7.0 structured payload standards.","answer":"This profile conforms to top-tier Agent Readiness protocols, exposing structural JSON-LD schemas and clean Markdown text options.","answer_detail":"Exposing clean text formats prevents LLM hallucination and reduces token consumption during semantic search runs.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","agent-readiness","developers"]},{"id":"points-pct-ratio","category":"Performance","question":"How does Hai Mac's points won percentage relate to their DUPR rating?","title":"Hai Mac - How does Hai Mac's points won percentage relate to their DUPR rating","excerpt":"Details regarding points pct ratio.","answer":"Their points won percentage of 53.93% directly supports their DUPR rating of 4.683.","answer_detail":"Points percentages isolate single point efficiency. Stabilizing points above 50% guarantees upward DUPR adjustments over long match logs.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"points-spread-commentary","category":"Performance","question":"What does the points won percentage suggest about Hai Mac's match sets?","title":"Hai Mac - What does the points won percentage suggest about Hai Mac's match sets","excerpt":"Details regarding points spread commentary.","answer":"With a score of 53.93%, it suggests they play highly competitive sets with close point spreads.","answer_detail":"Close sets keep points percentages clustered near 50%. A high win rate with points near 50% shows a player who excels in clutch moments.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"singles-play-coverage","category":"Performance","question":"What court coverage tactics does Hai Mac employ in singles matches?","title":"Hai Mac - What court coverage tactics does Hai Mac employ in singles matches","excerpt":"Details regarding singles play coverage.","answer":"Based on their singles rating of 0 and Agility of 82%, they focus on rapid baseline-to-kitchen recoveries.","answer_detail":"Singles demand high coverage. Incorporating deep lobs forces opponents to run, creating net openings.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"]},{"id":"singles-rating-accuracy","category":"Performance","question":"How accurate is the 0 singles DUPR rating for Hai Mac?","title":"Hai Mac - How accurate is the 0 singles DUPR rating for Hai Mac","excerpt":"Details regarding singles rating accuracy.","answer":"The accuracy depends on the singles reliability score, which is currently recorded as 0%.","answer_detail":"Reliability above 50% represents solid match counts. If the value is low, treat the rating as an estimate.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"]},{"id":"rating-adjustments-wins","category":"Performance","question":"How much does Hai Mac's DUPR rating increase after a win?","title":"Hai Mac - How much does Hai Mac's DUPR rating increase after a win","excerpt":"Details regarding rating adjustments wins.","answer":"Rating increases depend on opponents' ratings (currently averaging 4.32 DUPR) and rating half-life.","answer_detail":"Beating opponents rated higher than their current doubles rating of 4.683 yields larger score increases.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"]},{"id":"rating-adjustments-losses","category":"Performance","question":"How does a match loss impact Hai Mac's DUPR rating?","title":"Hai Mac - How does a match loss impact Hai Mac's DUPR rating","excerpt":"Details regarding rating adjustments losses.","answer":"Loss adjustments are minimized if opponents average 4.32 DUPR, which is close to their rating band.","answer_detail":"Losing to highly-rated opponents results in negligible drops. Losing to lower-rated opponents causes larger decreases.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"]},{"id":"clutch-performance-wins","category":"Performance","question":"How does Hai Mac perform in tournament final rounds?","title":"Hai Mac - How does Hai Mac perform in tournament final rounds","excerpt":"Details regarding clutch performance wins.","answer":"Based on 12 total career wins, they show strong capability in closing out critical tournament sets.","answer_detail":"Final rounds require high mental focus. Regular league play develops the stamina needed to perform in final sets.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","performance","clutch"]},{"id":"matchup-balance-factor","category":"Performance","question":"What is the matchup balance factor for Hai Mac's games?","title":"Hai Mac - What is the matchup balance factor for Hai Mac's games","excerpt":"Details regarding matchup balance factor.","answer":"Their games show high balance, with opponent ratings averaging 4.32 DUPR.","answer_detail":"Playing against balanced opposition ensures rating reliability increases steadily without sharp fluctuations.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","performance","matchup"]},{"id":"points-efficiency-analysis","category":"Performance","question":"What is Hai Mac's point winning efficiency during service games?","title":"Hai Mac - What is Hai Mac's point winning efficiency during service games","excerpt":"Details regarding points efficiency analysis.","answer":"Their service game efficiency correlates with their overall win rate of 63.2%.","answer_detail":"Server advantages are crucial. Strong serves allow teams to dominate the net early in the rally.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"kitchen-play-dominance","category":"Performance","question":"How dominant is Hai Mac's kitchen play?","title":"Hai Mac - How dominant is Hai Mac's kitchen play","excerpt":"Details regarding kitchen play dominance.","answer":"Their kitchen play dominance is supported by a Control rating score of 77%.","answer_detail":"Dominance is established by forcing opponent unforced errors through precise roll dinks.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","performance","kitchen"]},{"id":"expanded-metric-question-11","category":"Performance","question":"How does Hai Mac's performance rating score affect their matchup choices (No. 11)?","title":"Hai Mac Performance Matchup Guide 11","excerpt":"Analysis of GPN matchup factors for Hai Mac under index 11.","answer":"Their Performance metrics align with active GPN rosters in Candiac, QC, CA, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-11"]},{"id":"expanded-metric-question-12","category":"History","question":"How does Hai Mac's history rating score affect their matchup choices (No. 12)?","title":"Hai Mac History Matchup Guide 12","excerpt":"Analysis of GPN matchup factors for Hai Mac under index 12.","answer":"Their History metrics align with active GPN rosters in Candiac, QC, CA, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","history","metric-12"]},{"id":"expanded-metric-question-13","category":"Style","question":"How does Hai Mac's style rating score affect their matchup choices (No. 13)?","title":"Hai Mac Style Matchup Guide 13","excerpt":"Analysis of GPN matchup factors for Hai Mac under index 13.","answer":"Their Style metrics align with active GPN rosters in Candiac, QC, CA, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-16","source_urls":["https://mydupr.com"],"tags":["player","style","metric-13"]},{"id":"expanded-metric-question-14","category":"Activity","question":"How does Hai Mac's activity rating score affect their matchup choices (No. 14)?","title":"Hai Mac Activity Matchup Guide 14","excerpt":"Analysis of GPN matchup factors for Hai Mac under index 14.","answer":"Their Activity metrics align with active GPN rosters in Candiac, QC, CA, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in 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