{"version":"2.7.0","id":"player-stuart-mackie-OWZ047","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Stuart Mackie?","title":"Stuart Mackie Profile & Background","excerpt":"Stuart Mackie is an active pickleball player registered under DUPR ID OWZ047.","answer":"Stuart Mackie is an active pickleball player registered in the Pickle Gravity database with DUPR ID OWZ047. They reside and play matches in London, England, GB.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Stuart Mackie maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"]},{"id":"dupr-id","category":"Registry","question":"What is Stuart Mackie's DUPR ID?","title":"Stuart Mackie DUPR Identification Key","excerpt":"The unique DUPR identification key for Stuart Mackie is OWZ047.","answer":"Their unique DUPR ID is OWZ047. 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"]},{"id":"last-verified","category":"Registry","question":"When was Stuart Mackie's record last updated?","title":"Stuart Mackie Profile Last Verified Date","excerpt":"Last verified on 2026-05-30.","answer":"Their DUPR rating and career stats were last verified on 2026-05-30.","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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","metadata","verification"]},{"id":"gender-status","category":"Registry","question":"Is Stuart Mackie registered as male or female?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","gender","registry"]},{"id":"age-bracket","category":"Registry","question":"What is Stuart Mackie's age bracket?","title":"Stuart Mackie Age Bracket Classification","excerpt":"Recorded as 41 years old (Birth Year: 1985).","answer":"They compete in the age bracket corresponding to 41 years old (born around 1985).","answer_detail":"Age groups divide players into Junior, Adult (19+), or Senior (50+) classes. This ensures fair competition matching physical capabilities.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","age","profile"]},{"id":"rating-half-life","category":"Registry","question":"What is Stuart Mackie's DUPR rating half-life?","title":"Stuart Mackie DUPR Rating Half-Life","excerpt":"Their rating half-life is 69 days.","answer":"Their DUPR rating half-life sits at 69 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"]},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Stuart Mackie associated with?","title":"Stuart Mackie GPN Networks","excerpt":"Associated with networks around London, England, GB.","answer":"They play in leagues and networks located around London, England, GB. 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","gpn","networks"]},{"id":"rating-stability","category":"Registry","question":"How stable is Stuart Mackie's DUPR rating?","title":"Stuart Mackie DUPR Rating Stability","excerpt":"Stability is determined by a half-life of 69 days.","answer":"With a rating half-life of 69 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"]},{"id":"request-correction","category":"Registry","question":"How can I request a correction of Stuart Mackie'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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","correction","support"]},{"id":"is-active","category":"Registry","question":"Is Stuart Mackie currently active in the database?","title":"Stuart Mackie Database Activity Status","excerpt":"Last synced and verified active in London, England, GB.","answer":"Yes, they are indexed as active with records verified on 2026-05-30.","answer_detail":"Active status is maintained if the player has registered matches or rating updates within our tracking window.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","status","registry"]},{"id":"doubles-rating","category":"Performance","question":"What is Stuart Mackie's doubles DUPR rating?","title":"Stuart Mackie Doubles DUPR Rating","excerpt":"Doubles DUPR: 4.454 (Reliability: 100%).","answer":"Their doubles DUPR rating is 4.454 with a reliability factor of 100%.","answer_detail":"Doubles DUPR ratings adjust dynamically based on match outcomes. Reliability values above 50% indicate a robust history of recent play.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"]},{"id":"singles-rating","category":"Performance","question":"What is Stuart Mackie's singles DUPR rating?","title":"Stuart Mackie Singles DUPR Rating","excerpt":"Singles DUPR: 4.159 (Reliability: 52%).","answer":"Their singles DUPR rating is 4.159 with a reliability factor of 52%.","answer_detail":"Singles play requires speed and court coverage. A rating of 4.159 reflects their performance in verified singles matchups.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"]},{"id":"win-rate-percentage","category":"Performance","question":"What is Stuart Mackie's match win rate percentage?","title":"Stuart Mackie Career Win Rate","excerpt":"Their overall win rate is 73.3%.","answer":"They maintain a career win rate of 73.3% 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":"2026-05-30","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 Stuart Mackie?","title":"Stuart Mackie Points Won Percentage","excerpt":"On average, they win 62.38% of points per match set.","answer":"On average, they win 62.38% 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"]},{"id":"rating-tier","category":"Performance","question":"How does Stuart Mackie's rating compare to average players?","title":"Stuart Mackie DUPR Percentile Tier","excerpt":"Ranks in the 4.454 range tier.","answer":"With a doubles DUPR of 4.454, 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"]},{"id":"singles-vs-doubles","category":"Performance","question":"Does Stuart Mackie focus more on singles or doubles?","title":"Stuart Mackie Game Type Focus","excerpt":"Doubles reliability: 100% | Singles reliability: 52%.","answer":"Based on rating reliability, they have a doubles focus (100%) vs singles focus (52%).","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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"]},{"id":"singles-reliability","category":"Performance","question":"What is the reliability of Stuart Mackie's singles rating?","title":"Stuart Mackie Singles Reliability","excerpt":"Singles reliability is 52%.","answer":"Their singles rating reliability is 52%, 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"]},{"id":"doubles-reliability","category":"Performance","question":"What is the reliability of Stuart Mackie's doubles rating?","title":"Stuart Mackie Doubles Reliability","excerpt":"Doubles reliability is 100%.","answer":"Their doubles rating reliability is 100%, 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","doubles","reliability"]},{"id":"optimal-matchups","category":"Performance","question":"What constitute optimal matchups for Stuart Mackie?","title":"Stuart Mackie 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 4.454.","answer_detail":"Balanced matchups prevent excessive rating volatility. Games played against teams within a 0.25 rating margin are ideal.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","matchups","performance"]},{"id":"matchmaking-tier","category":"Performance","question":"What is the recommended matchmaking range for Stuart Mackie?","title":"Stuart Mackie Matchmaking Bracket","excerpt":"Recommended DUPR range: 4.454 +/- 0.25.","answer":"We recommend matching them with partners and opponents between DUPR rating brackets of 4.454 +/- 0.25.","answer_detail":"Staying within this 0.50 DUPR band ensures games are competitive and tactical rather than one-sided.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","bracket"]},{"id":"performance-trend","category":"Performance","question":"What is Stuart Mackie's recent performance trend?","title":"Stuart Mackie Recent Match Trends","excerpt":"Calculated from recent match win-loss trends.","answer":"Recent matches show a stable trend with a total of 210 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","trends","performance"]},{"id":"dpg-strokes-gained","category":"Performance","question":"What is Stuart Mackie's DUPR Points Gained (DPG) score?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","dpg","metrics"]},{"id":"clutch-index","category":"Performance","question":"What is Stuart Mackie's Clutch Performance Index (CPI)?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","cpi","clutch"]},{"id":"strength-of-schedule","category":"Performance","question":"What is Stuart Mackie's Strength of Schedule (SoS)?","title":"Stuart Mackie Strength of Schedule","excerpt":"Average opponent rating: 3.59 DUPR.","answer":"Their Strength of Schedule rating is calculated from their opponents' average DUPR of 3.59.","answer_detail":"A higher SoS means the player consistently faces advanced competition, which justifies rating adjustments even in close loss scenarios.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","sos","competition"]},{"id":"match-play-intensity","category":"Performance","question":"What is the match play intensity level for Stuart Mackie?","title":"Stuart Mackie Match Intensity Level","excerpt":"Evaluated from opponent ratings average 3.59.","answer":"They play high-intensity matches based on an opponent DUPR average of 3.59.","answer_detail":"Matches against opponents within similar rating bands require high focus and result in longer rally lengths.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","intensity","performance"]},{"id":"rating-percentile-rank","category":"Performance","question":"What is Stuart Mackie's estimated percentile rank?","title":"Stuart Mackie Percentile Ranking","excerpt":"Estimated based on doubles DUPR of 4.454.","answer":"Based on 4.454 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","percentile","rank"]},{"id":"unforced-error-ratio","category":"Performance","question":"What is Stuart Mackie's unforced error ratio?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","errors","control"]},{"id":"shot-making-efficiency","category":"Performance","question":"How efficient is Stuart Mackie's shot-making?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","shot","efficiency"]},{"id":"defensive-reset-percentage","category":"Performance","question":"What is Stuart Mackie's defensive reset percentage?","title":"Stuart Mackie Defensive Resets","excerpt":"Determined from their Control metric score of 75%.","answer":"Their defensive reset percentage aligns with a Control metric score of 75%.","answer_detail":"Resetting fast speeds into soft dinks halts baseline aggressive attacks from opponents.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","defense","control"]},{"id":"serve-velocity-estimate","category":"Performance","question":"What is the serve velocity estimate for Stuart Mackie?","title":"Stuart Mackie Serve Velocity","excerpt":"Aligned with their Power metric score of 90%.","answer":"Their serve velocity is estimated based on their Power metric score of 90%.","answer_detail":"Serves must focus on depth and spin. Higher power allows players to force deeper return errors from opponents.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","serve","power"]},{"id":"total-matches","category":"History","question":"How many matches has Stuart Mackie played?","title":"Stuart Mackie Career Match Count","excerpt":"They have played a total of 210 matches in our index.","answer":"In our database, Stuart Mackie has played a total of 210 matches.","answer_detail":"This count represents competitive and recreational matches synced from GPN and DUPR. A larger history indicates stable ratings.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","matches","history"]},{"id":"match-record","category":"History","question":"What is Stuart Mackie's career record (Wins / Losses)?","title":"Stuart Mackie Win-Loss Record","excerpt":"Record: 154 Wins and 56 Losses.","answer":"Their career record stands at 154 Wins and 56 Losses in our directory.","answer_detail":"Wins and losses are aggregated from matches submitted to active tournament databases.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"]},{"id":"weekly-streak","category":"Activity","question":"What is Stuart Mackie's weekly play streak?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","streak","activity"]},{"id":"active-days","category":"Activity","question":"How many days has Stuart Mackie played in the last 18 weeks?","title":"Stuart Mackie Recent Active Days","excerpt":"Logged active matches on 37 days in the last 18 weeks.","answer":"They have active match logs on 37 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","activity","frequency"]},{"id":"preferred-court","category":"Activity","question":"Where is Stuart Mackie's preferred home court facility?","title":"Stuart Mackie Preferred Home Court","excerpt":"Most active facility: .","answer":"Their most frequented facility for matches is .","answer_detail":"Preferred courts are computed based on location coordinates linked to historical matches in our SQLite index.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","court","preferred"]},{"id":"preferred-court-surface","category":"Activity","question":"What court surface does Stuart Mackie play on most?","title":"Stuart Mackie Preferred Surface Type","excerpt":"Plays primarily on surfaces at .","answer":"They play primarily on the court surfaces at .","answer_detail":"Surface materials affect spin and ball heights. Hard acrylic surfaces are common in regional complexes.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","surface","court"]},{"id":"indoor-outdoor-focus","category":"Activity","question":"Does Stuart Mackie play indoor or outdoor matches more?","title":"Stuart Mackie Environmental Focus","excerpt":"Determined from home court settings at .","answer":"Their match logs are centered around , matching its environmental configuration.","answer_detail":"Outdoor courts introduce wind factors, making topspin essential. Indoor environments offer zero wind for fast drives.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","environment","court"]},{"id":"upcoming-leagues","category":"Activity","question":"Is Stuart Mackie registered for upcoming GPN leagues?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","leagues","gpn"]},{"id":"high-win-streak","category":"History","question":"What is the longest playing streak for Stuart Mackie?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","streak","history"]},{"id":"career-match-milestones","category":"History","question":"Has Stuart Mackie reached significant match milestones?","title":"Stuart Mackie Match Milestones","excerpt":"Completed 210 matches in our index.","answer":"They have reached a career milestone of 210 total matches in our index.","answer_detail":"Milestones trace player maturity. Accumulating more than 50 matches yields high confidence in rating indicators.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","milestones","history"]},{"id":"opponent-rating-distribution","category":"History","question":"What is the rating distribution of Stuart Mackie's opponents?","title":"Stuart Mackie Opponent Rating Distribution","excerpt":"Average opponent rating rests at 3.59.","answer":"Their opponent rating distribution averages around 3.59 DUPR.","answer_detail":"Playing opponents with diverse DUPR values gives a robust, well-rounded rating evaluation.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","opponents","history"]},{"id":"partner-rating-distribution","category":"History","question":"What is the rating distribution of Stuart Mackie's partners?","title":"Stuart Mackie Partner Rating Distribution","excerpt":"Average partner rating rests at 3.63.","answer":"Their doubles partners maintain an average rating of 3.63 DUPR.","answer_detail":"Partner rating consistency helps ensure balanced team dynamics in doubles leagues.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","partners","history"]},{"id":"historical-record-growth","category":"History","question":"How has Stuart Mackie's match count grown over time?","title":"Stuart Mackie Match Count Growth","excerpt":"Currently tracks 210 career matches.","answer":"Their match count has grown to 210 matches since registration.","answer_detail":"Accumulating matches weekly stabilizes Elo indicators, preventing sharp rating changes after individual sets.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","growth","history"]},{"id":"clutch-match-history","category":"History","question":"Does Stuart Mackie have a history of winning close matches?","title":"Stuart Mackie Close Match History","excerpt":"Evaluated through points percentage metrics.","answer":"They show consistency in close match sets, winning 154 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","clutch","history"]},{"id":"first-recorded-match","category":"History","question":"When was Stuart Mackie's first match recorded in the index?","title":"Stuart Mackie First Recorded Match","excerpt":"Calculated from historical match logs.","answer":"Their match logs stretch back to early registration periods with 210 total games compiled.","answer_detail":"A long historical match log allows players to evaluate their skill development over seasons.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","first-match","history"]},{"id":"gpn-active-status","category":"Activity","question":"How active is Stuart Mackie on global ladders?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","ladder","activity"]},{"id":"weekly-match-rhythm","category":"Activity","question":"What is Stuart Mackie's weekly match rhythm?","title":"Stuart Mackie Weekly Match Rhythm","excerpt":"Active play rhythm based on 37 days in the last 18 weeks.","answer":"Their playing rhythm consists of 37 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","rhythm","activity"]},{"id":"weather-sensitivity","category":"Activity","question":"Is Stuart Mackie's match rhythm sensitive to weather?","title":"Stuart Mackie Weather Sensitivity","excerpt":"Based on preferred home court settings.","answer":"Their play rhythm correlates with preferred facilities at .","answer_detail":"If the preferred home court is outdoor, winter and rain will temporarily halt playing schedules.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","weather","activity"]},{"id":"peak-playing-season","category":"Activity","question":"What is Stuart Mackie's peak playing season?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","season","activity"]},{"id":"recreation-play-frequency","category":"Activity","question":"How often does Stuart Mackie play recreation matches?","title":"Stuart Mackie Recreational Play Frequency","excerpt":"Calculated from GPN match logs.","answer":"They maintain high recreational play frequency, logging matches on 37 days in the last 18 weeks.","answer_detail":"Recreational sets provide low-stress environments to practice new shot angles and baseline drives.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","recreation","activity"]},{"id":"playing-style","category":"Style","question":"What is Stuart Mackie's playing style?","title":"Stuart Mackie Playstyle Classification","excerpt":"Classified as: Aggressive Kitchen Poacher.","answer":"Their playing style is classified as \"Aggressive Kitchen Poacher\" with strength indicators: A high-intensity player who excels at applying pressure near the kitchen line, punishing high floats with volleys..","answer_detail":"Playstyles are calculated using DUPR statistics, match logs, and partner matchups.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","playstyle","style"]},{"id":"control-score","category":"Style","question":"What is Stuart Mackie's Control metric score?","title":"Stuart Mackie Control Score","excerpt":"Control and dinking accuracy score: 75%.","answer":"Their control and dinking accuracy score is 75%.","answer_detail":"Control metrics evaluate third-shot drops and net dinking patience. Higher values mean a patient, tactical playstyle.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","control","style"]},{"id":"power-score","category":"Style","question":"What is Stuart Mackie's Power metric score?","title":"Stuart Mackie Power Score","excerpt":"Drive and overhead power score: 90%.","answer":"Their drive and smash power score is 90%.","answer_detail":"Power measures baseline drives, drive speeds, and overhead smash efficiency.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","power","style"]},{"id":"agility-score","category":"Style","question":"What is Stuart Mackie's Agility metric score?","title":"Stuart Mackie Agility Score","excerpt":"Court retrieval and agility score: 80%.","answer":"Their agility and footwork score sits at 80%.","answer_detail":"Agility measures side-to-side kitchen transitions and baseline-to-net speed.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","agility","style"]},{"id":"spin-score","category":"Style","question":"What is Stuart Mackie's Spin metric score?","title":"Stuart Mackie Spin Score","excerpt":"Cut and topspin accuracy rating: 70%.","answer":"Their topspin and cut rating is 70%.","answer_detail":"Spin evaluation focuses on serve rotations, slice returns, and roll dinks near the kitchen.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","spin","style"]},{"id":"stamina-score","category":"Style","question":"What is Stuart Mackie's Stamina metric score?","title":"Stuart Mackie Stamina Score","excerpt":"Cardiovascular stamina and longevity rating: 90%.","answer":"Their endurance score is 90%.","answer_detail":"Stamina tracks rating stability across long multi-hour GPN brackets. High values prevent late-game fatigue errors.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","stamina","style"]},{"id":"playstyle-calculation","category":"Style","question":"How is Stuart Mackie's playing style calculated?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","playstyle","methodology"]},{"id":"paddle-preference","category":"Style","question":"What paddle does Stuart Mackie play with?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","paddle","gear"]},{"id":"kitchen-positioning","category":"Style","question":"What is Stuart Mackie's net positioning strategy?","title":"Stuart Mackie Net Positioning Strategy","excerpt":"Aligned with their Control rating of 75%.","answer":"They focus on aggressive/soft kitchen lines based on a Control rating of 75%.","answer_detail":"Fast transition from baseline to net minimizes opponents' chances to speed up balls.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","positioning","style"]},{"id":"third-shot-drop-accuracy","category":"Style","question":"What is Stuart Mackie's estimated third shot drop accuracy?","title":"Stuart Mackie Third Shot Drop Accuracy","excerpt":"Aligned with their Control rating score of 75%.","answer":"Their drop accuracy correlates with a Control metric score of 75%.","answer_detail":"Third shot drops must clear the net and drop low into the kitchen to neutralize attacks.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","drop","control"]},{"id":"overhead-smash-power","category":"Style","question":"How powerful is Stuart Mackie's overhead smash?","title":"Stuart Mackie Overhead Smash Power","excerpt":"Aligned with their Power rating score of 90%.","answer":"Their smash velocity aligns with a Power metric score of 90%.","answer_detail":"Smashing high lobs requires precision and power to secure point endings.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","smash","power"]},{"id":"court-coverage-speed","category":"Style","question":"What is Stuart Mackie's court coverage speed?","title":"Stuart Mackie Court Coverage Speed","excerpt":"Aligned with their Agility metric score of 80%.","answer":"Their coverage speed aligns with an Agility metric score of 80%.","answer_detail":"Retrieving deep lobs and angled drives demands high court agility and stamina.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","speed","agility"]},{"id":"topspin-roll-efficiency","category":"Style","question":"How efficient is Stuart Mackie's topspin roll?","title":"Stuart Mackie Topspin Efficiency","excerpt":"Aligned with their Spin metric score of 70%.","answer":"Their topspin roll efficiency aligns with a Spin metric score of 70%.","answer_detail":"Topspin rolls force balls to drop faster after clearing the net, making them hard to smash.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","topspin","spin"]},{"id":"match-play-endurance","category":"Style","question":"How resilient is Stuart Mackie's match play endurance?","title":"Stuart Mackie Match Endurance","excerpt":"Aligned with their Stamina metric score of 90%.","answer":"Their endurance aligns with a Stamina metric score of 90%.","answer_detail":"Consistent play across 3+ set matches requires cardiorespiratory fitness.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","endurance","stamina"]},{"id":"dinking-patience-level","category":"Style","question":"What is Stuart Mackie's dinking patience level?","title":"Stuart Mackie Dinking Patience","excerpt":"Aligned with their Control rating score of 75%.","answer":"They show high dinking patience, matching a Control metric score of 75%.","answer_detail":"Patience near the non-volley zone forces opponents to make mistakes first.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","dinking","control"]},{"id":"drive-velocity-estimate","category":"Style","question":"What is Stuart Mackie's estimated baseline drive velocity?","title":"Stuart Mackie Baseline Drive Velocity","excerpt":"Aligned with their Power rating score of 90%.","answer":"Their drive velocity is estimated based on their Power metric score of 90%.","answer_detail":"Aggressive baseline drives create openings for partners to step up to the net.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","drive","power"]},{"id":"best-partner","category":"Chemistry","question":"Who is Stuart Mackie's best doubles partner?","title":"Stuart Mackie Best Teammate Chemistry","excerpt":"Top partner: Melinda Lee (DUPR: 3.84).","answer":"Their best partner is Melinda Lee (DUPR rating: 3.84) with a chemistry score of 82%.","answer_detail":"Teammate chemistry is derived from GPN match logs and victory ratios.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","partner","chemistry"]},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Stuart Mackie played with their best partner?","title":"Stuart Mackie Team Match Count","excerpt":"Played 4 matches together.","answer":"They have logged 4 matches together with their top partner.","answer_detail":"High team match counts establish reliable court communication and positioning setups.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","chemistry","matches"]},{"id":"average-partner-dupr","category":"Chemistry","question":"What is the average rating of Stuart Mackie's partners?","title":"Stuart Mackie Average Teammate Rating","excerpt":"Average partner DUPR: 3.63.","answer":"The average doubles DUPR of their partners is 3.63.","answer_detail":"Teammate averages indicate the general skill tier of their doubles network.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","partner","average"]},{"id":"average-opponent-dupr","category":"Chemistry","question":"What is the average DUPR of Stuart Mackie's opponents?","title":"Stuart Mackie Average Opponent Rating","excerpt":"Average opponent DUPR: 3.59.","answer":"The average doubles DUPR of their opponents is 3.59.","answer_detail":"Opponent rating averages measure the difficulty of schedule ladders they face.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","opponent","average"]},{"id":"is-beginner-friendly-partner","category":"Chemistry","question":"Is Stuart Mackie a beginner-friendly partner?","title":"Stuart Mackie Beginner Compatibility","excerpt":"Based on doubles rating: 4.454.","answer":"They are beginner-friendly if their doubles rating is below 3.50. Their rating is 4.454.","answer_detail":"Players above 4.00 focus on fast-paced, competitive tournament sets. Novices should match with players under 3.50.","last_verified":"2026-05-30","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 82%.","answer":"Partner chemistry is calculated from shared match count and team win rate (82%).","answer_detail":"Higher chemistry represents matches played together and winning setups in GPN tournaments.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","partner","methodology"]},{"id":"partner-match-win-rate","category":"Chemistry","question":"What is the team win rate with Stuart Mackie's best partner?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","win-rate","chemistry"]},{"id":"mixed-doubles-experience","category":"Chemistry","question":"Does Stuart Mackie have mixed doubles match experience?","title":"Stuart Mackie Mixed Doubles Experience","excerpt":"Compiled from their DUPR match logs.","answer":"Yes, they play mixed doubles depending on tournament setups in London, England, GB.","answer_detail":"Mixed doubles brackets require strategic coordination regarding court coverage and kitchen targets.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","mixed-doubles","chemistry"]},{"id":"teammate-alignment-style","category":"Chemistry","question":"How does Stuart Mackie align with their partners' playstyles?","title":"Stuart Mackie Teammate Alignment Style","excerpt":"Aligned with a playstyle of Aggressive Kitchen Poacher.","answer":"They align with partner setups based on their playstyle of \"Aggressive Kitchen Poacher\".","answer_detail":"A player specializing in power complements partners specializing in soft kitchen resets.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","partner","style"]},{"id":"team-communication-etiquette","category":"Chemistry","question":"What is Stuart Mackie's team communication style?","title":"Stuart Mackie 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","communication","etiquette"]},{"id":"nearby-restaurants","category":"Dining","question":"What restaurants are nearby Stuart Mackie's home court?","title":"Restaurants Near Stuart Mackie's Home Court","excerpt":"Partner restaurants located around their preferred facility .","answer":"Here are the recommended restaurants near :\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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","dining","restaurants"]},{"id":"post-match-dining","category":"Dining","question":"Where is the best dining spot for Stuart Mackie after matches?","title":"Post-Match Dining Near ","excerpt":"Dining spots near their preferred court .","answer":"We recommend visiting one of our partner locations near :\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":"2026-05-30","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 Stuart Mackie's preferred court?","title":"Asian Dining Near ","excerpt":"Partner dining list matching .","answer":"Check out these partner venues located near :\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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","dining","chinese"]},{"id":"dining-options-transit","category":"Dining","question":"How accessible are the dining spots near Stuart Mackie's home court?","title":"Dining Accessibility Near ","excerpt":"Accessibility of restaurants near .","answer":"The partner restaurants near  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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","dining","accessibility"]},{"id":"recommended-cafe-nearby","category":"Dining","question":"Is there a cafe near Stuart Mackie's preferred court?","title":"Cafes Near ","excerpt":"Cafe locations near .","answer":"For coffee or tea post-game, visit these partner sites near :\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":"2026-05-30","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 Stuart Mackie?","title":"Machine-Readable JSON API for Stuart Mackie","excerpt":"Retrieve details from GET /api/knowledge/player-stuart-mackie-OWZ047.","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-stuart-mackie-OWZ047 or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-stuart-mackie-OWZ047?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":"2026-05-30","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 Stuart Mackie?","title":"Markdown Summary download for Stuart Mackie","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-stuart-mackie-OWZ047?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","markdown","developers"]},{"id":"sitemap-coverage","category":"Developers","question":"Is Stuart Mackie's FAQ page indexed in the sitemap?","title":"Sitemap Indexing status for Stuart Mackie","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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","sitemap","developers"]},{"id":"robots-txt-access","category":"Developers","question":"Can AI search engines crawl Stuart Mackie'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":"2026-05-30","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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","agent-readiness","developers"]},{"id":"points-pct-ratio","category":"Performance","question":"How does Stuart Mackie's points won percentage relate to their DUPR rating?","title":"Stuart Mackie - How does Stuart Mackie's points won percentage relate to their DUPR rating","excerpt":"Details regarding points pct ratio.","answer":"Their points won percentage of 62.38% directly supports their DUPR rating of 4.454.","answer_detail":"Points percentages isolate single point efficiency. Stabilizing points above 50% guarantees upward DUPR adjustments over long match logs.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"points-spread-commentary","category":"Performance","question":"What does the points won percentage suggest about Stuart Mackie's match sets?","title":"Stuart Mackie - What does the points won percentage suggest about Stuart Mackie's match sets","excerpt":"Details regarding points spread commentary.","answer":"With a score of 62.38%, 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"singles-play-coverage","category":"Performance","question":"What court coverage tactics does Stuart Mackie employ in singles matches?","title":"Stuart Mackie - What court coverage tactics does Stuart Mackie employ in singles matches","excerpt":"Details regarding singles play coverage.","answer":"Based on their singles rating of 4.159 and Agility of 80%, 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"]},{"id":"singles-rating-accuracy","category":"Performance","question":"How accurate is the 4.159 singles DUPR rating for Stuart Mackie?","title":"Stuart Mackie - How accurate is the 4.159 singles DUPR rating for Stuart Mackie","excerpt":"Details regarding singles rating accuracy.","answer":"The accuracy depends on the singles reliability score, which is currently recorded as 52%.","answer_detail":"Reliability above 50% represents solid match counts. If the value is low, treat the rating as an estimate.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"]},{"id":"rating-adjustments-wins","category":"Performance","question":"How much does Stuart Mackie's DUPR rating increase after a win?","title":"Stuart Mackie - How much does Stuart Mackie's DUPR rating increase after a win","excerpt":"Details regarding rating adjustments wins.","answer":"Rating increases depend on opponents' ratings (currently averaging 3.59 DUPR) and rating half-life.","answer_detail":"Beating opponents rated higher than their current doubles rating of 4.454 yields larger score increases.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"]},{"id":"rating-adjustments-losses","category":"Performance","question":"How does a match loss impact Stuart Mackie's DUPR rating?","title":"Stuart Mackie - How does a match loss impact Stuart Mackie's DUPR rating","excerpt":"Details regarding rating adjustments losses.","answer":"Loss adjustments are minimized if opponents average 3.59 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"]},{"id":"clutch-performance-wins","category":"Performance","question":"How does Stuart Mackie perform in tournament final rounds?","title":"Stuart Mackie - How does Stuart Mackie perform in tournament final rounds","excerpt":"Details regarding clutch performance wins.","answer":"Based on 154 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":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","performance","clutch"]},{"id":"matchup-balance-factor","category":"Performance","question":"What is the matchup balance factor for Stuart Mackie's games?","title":"Stuart Mackie - What is the matchup balance factor for Stuart Mackie's games","excerpt":"Details regarding matchup balance factor.","answer":"Their games show high balance, with opponent ratings averaging 3.59 DUPR.","answer_detail":"Playing against balanced opposition ensures rating reliability increases steadily without sharp fluctuations.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","performance","matchup"]},{"id":"points-efficiency-analysis","category":"Performance","question":"What is Stuart Mackie's point winning efficiency during service games?","title":"Stuart Mackie - What is Stuart Mackie'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 73.3%.","answer_detail":"Server advantages are crucial. Strong serves allow teams to dominate the net early in the rally.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"kitchen-play-dominance","category":"Performance","question":"How dominant is Stuart Mackie's kitchen play?","title":"Stuart Mackie - How dominant is Stuart Mackie's kitchen play","excerpt":"Details regarding kitchen play dominance.","answer":"Their kitchen play dominance is supported by a Control rating score of 75%.","answer_detail":"Dominance is established by forcing opponent unforced errors through precise roll dinks.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","performance","kitchen"]},{"id":"expanded-metric-question-11","category":"Performance","question":"How does Stuart Mackie's performance rating score affect their matchup choices (No. 11)?","title":"Stuart Mackie Performance Matchup Guide 11","excerpt":"Analysis of GPN matchup factors for Stuart Mackie under index 11.","answer":"Their Performance metrics align with active GPN rosters in London, England, GB, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-11"]},{"id":"expanded-metric-question-12","category":"History","question":"How does Stuart Mackie's history rating score affect their matchup choices (No. 12)?","title":"Stuart Mackie History Matchup Guide 12","excerpt":"Analysis of GPN matchup factors for Stuart Mackie under index 12.","answer":"Their History metrics align with active GPN rosters in London, England, GB, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","history","metric-12"]},{"id":"expanded-metric-question-13","category":"Style","question":"How does Stuart Mackie's style rating score affect their matchup choices (No. 13)?","title":"Stuart Mackie Style Matchup Guide 13","excerpt":"Analysis of GPN matchup factors for Stuart Mackie under index 13.","answer":"Their Style metrics align with active GPN rosters in London, England, GB, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","style","metric-13"]},{"id":"expanded-metric-question-14","category":"Activity","question":"How does Stuart Mackie's activity rating score affect their matchup choices (No. 14)?","title":"Stuart Mackie Activity Matchup Guide 14","excerpt":"Analysis of GPN matchup factors for Stuart Mackie under index 14.","answer":"Their Activity metrics align with active GPN rosters in London, England, GB, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-30","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-14"]}],"data":{"dupr_id":"OWZ047","full_name":"Stuart Mackie","gender":"MALE","age":41,"location":"London, England, GB","profile_pic_url":null,"ratings":{"singles":4.159,"singles_reliability":52,"doubles":4.454,"doubles_reliability":100},"career":{"total_matches":210,"wins":154,"losses":56,"avg_points_won_pct":62.38,"avg_partner_dupr":3.63,"avg_opponent_dupr":3.59,"preferred_court":"Rouge Woods Community Centre"},"stats":{"sos":4.17,"clutch_index":0,"dpg":-6.54,"home_club":{"id":"club-london-high-school-pickleballers-4300914326","name":"London High School 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