{"version":"2.7.0","id":"player-ian-marshall-8WDENM","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Ian Marshall?","title":"Ian Marshall Profile & Background","excerpt":"Ian Marshall is an active pickleball player registered under DUPR ID 8WDENM.","answer":"Ian Marshall is an active pickleball player registered in the Pickle Gravity database with DUPR ID 8WDENM. They reside and play matches in Leeds, England, GB.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Ian Marshall maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"]},{"id":"dupr-id","category":"Registry","question":"What is Ian Marshall's DUPR ID?","title":"Ian Marshall DUPR Identification Key","excerpt":"The unique DUPR identification key for Ian Marshall is 8WDENM.","answer":"Their unique DUPR ID is 8WDENM. 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"]},{"id":"last-verified","category":"Registry","question":"When was Ian Marshall's record last updated?","title":"Ian Marshall Profile Last Verified Date","excerpt":"Last verified on 2026-05-31.","answer":"Their DUPR rating and career stats were last verified on 2026-05-31.","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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","metadata","verification"]},{"id":"gender-status","category":"Registry","question":"Is Ian Marshall registered as male or female?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","gender","registry"]},{"id":"age-bracket","category":"Registry","question":"What is Ian Marshall's age bracket?","title":"Ian Marshall Age Bracket Classification","excerpt":"Recorded as 55 years old (Birth Year: 1971).","answer":"They compete in the age bracket corresponding to 55 years old (born around 1971).","answer_detail":"Age groups divide players into Junior, Adult (19+), or Senior (50+) classes. This ensures fair competition matching physical capabilities.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","age","profile"]},{"id":"rating-half-life","category":"Registry","question":"What is Ian Marshall's DUPR rating half-life?","title":"Ian Marshall DUPR Rating Half-Life","excerpt":"Their rating half-life is 52 days.","answer":"Their DUPR rating half-life sits at 52 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"]},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Ian Marshall associated with?","title":"Ian Marshall GPN Networks","excerpt":"Associated with networks around Leeds, England, GB.","answer":"They play in leagues and networks located around Leeds, 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","gpn","networks"]},{"id":"rating-stability","category":"Registry","question":"How stable is Ian Marshall's DUPR rating?","title":"Ian Marshall DUPR Rating Stability","excerpt":"Stability is determined by a half-life of 52 days.","answer":"With a rating half-life of 52 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"]},{"id":"request-correction","category":"Registry","question":"How can I request a correction of Ian Marshall'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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","correction","support"]},{"id":"is-active","category":"Registry","question":"Is Ian Marshall currently active in the database?","title":"Ian Marshall Database Activity Status","excerpt":"Last synced and verified active in Leeds, England, GB.","answer":"Yes, they are indexed as active with records verified on 2026-05-31.","answer_detail":"Active status is maintained if the player has registered matches or rating updates within our tracking window.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","status","registry"]},{"id":"doubles-rating","category":"Performance","question":"What is Ian Marshall's doubles DUPR rating?","title":"Ian Marshall Doubles DUPR Rating","excerpt":"Doubles DUPR: 4.816 (Reliability: 100%).","answer":"Their doubles DUPR rating is 4.816 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"]},{"id":"singles-rating","category":"Performance","question":"What is Ian Marshall's singles DUPR rating?","title":"Ian Marshall Singles DUPR Rating","excerpt":"Singles DUPR: 4.396 (Reliability: 75%).","answer":"Their singles DUPR rating is 4.396 with a reliability factor of 75%.","answer_detail":"Singles play requires speed and court coverage. A rating of 4.396 reflects their performance in verified singles matchups.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"]},{"id":"win-rate-percentage","category":"Performance","question":"What is Ian Marshall's match win rate percentage?","title":"Ian Marshall Career Win Rate","excerpt":"Their overall win rate is 72.1%.","answer":"They maintain a career win rate of 72.1% 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":"2026-05-31","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 Ian Marshall?","title":"Ian Marshall Points Won Percentage","excerpt":"On average, they win 60.16% of points per match set.","answer":"On average, they win 60.16% 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"]},{"id":"rating-tier","category":"Performance","question":"How does Ian Marshall's rating compare to average players?","title":"Ian Marshall DUPR Percentile Tier","excerpt":"Ranks in the 4.816 range tier.","answer":"With a doubles DUPR of 4.816, 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"]},{"id":"singles-vs-doubles","category":"Performance","question":"Does Ian Marshall focus more on singles or doubles?","title":"Ian Marshall Game Type Focus","excerpt":"Doubles reliability: 100% | Singles reliability: 75%.","answer":"Based on rating reliability, they have a doubles focus (100%) vs singles focus (75%).","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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"]},{"id":"singles-reliability","category":"Performance","question":"What is the reliability of Ian Marshall's singles rating?","title":"Ian Marshall Singles Reliability","excerpt":"Singles reliability is 75%.","answer":"Their singles rating reliability is 75%, 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"]},{"id":"doubles-reliability","category":"Performance","question":"What is the reliability of Ian Marshall's doubles rating?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","doubles","reliability"]},{"id":"optimal-matchups","category":"Performance","question":"What constitute optimal matchups for Ian Marshall?","title":"Ian Marshall 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 4.816.","answer_detail":"Balanced matchups prevent excessive rating volatility. Games played against teams within a 0.25 rating margin are ideal.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","matchups","performance"]},{"id":"matchmaking-tier","category":"Performance","question":"What is the recommended matchmaking range for Ian Marshall?","title":"Ian Marshall Matchmaking Bracket","excerpt":"Recommended DUPR range: 4.816 +/- 0.25.","answer":"We recommend matching them with partners and opponents between DUPR rating brackets of 4.816 +/- 0.25.","answer_detail":"Staying within this 0.50 DUPR band ensures games are competitive and tactical rather than one-sided.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","bracket"]},{"id":"performance-trend","category":"Performance","question":"What is Ian Marshall's recent performance trend?","title":"Ian Marshall Recent Match Trends","excerpt":"Calculated from recent match win-loss trends.","answer":"Recent matches show a stable trend with a total of 377 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","trends","performance"]},{"id":"dpg-strokes-gained","category":"Performance","question":"What is Ian Marshall's DUPR Points Gained (DPG) score?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","dpg","metrics"]},{"id":"clutch-index","category":"Performance","question":"What is Ian Marshall's Clutch Performance Index (CPI)?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","cpi","clutch"]},{"id":"strength-of-schedule","category":"Performance","question":"What is Ian Marshall's Strength of Schedule (SoS)?","title":"Ian Marshall Strength of Schedule","excerpt":"Average opponent rating: 3.89 DUPR.","answer":"Their Strength of Schedule rating is calculated from their opponents' average DUPR of 3.89.","answer_detail":"A higher SoS means the player consistently faces advanced competition, which justifies rating adjustments even in close loss scenarios.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","sos","competition"]},{"id":"match-play-intensity","category":"Performance","question":"What is the match play intensity level for Ian Marshall?","title":"Ian Marshall Match Intensity Level","excerpt":"Evaluated from opponent ratings average 3.89.","answer":"They play high-intensity matches based on an opponent DUPR average of 3.89.","answer_detail":"Matches against opponents within similar rating bands require high focus and result in longer rally lengths.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","intensity","performance"]},{"id":"rating-percentile-rank","category":"Performance","question":"What is Ian Marshall's estimated percentile rank?","title":"Ian Marshall Percentile Ranking","excerpt":"Estimated based on doubles DUPR of 4.816.","answer":"Based on 4.816 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","percentile","rank"]},{"id":"unforced-error-ratio","category":"Performance","question":"What is Ian Marshall's unforced error ratio?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","errors","control"]},{"id":"shot-making-efficiency","category":"Performance","question":"How efficient is Ian Marshall's shot-making?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","shot","efficiency"]},{"id":"defensive-reset-percentage","category":"Performance","question":"What is Ian Marshall's defensive reset percentage?","title":"Ian Marshall Defensive Resets","excerpt":"Determined from their Control metric score of 86%.","answer":"Their defensive reset percentage aligns with a Control metric score of 86%.","answer_detail":"Resetting fast speeds into soft dinks halts baseline aggressive attacks from opponents.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","defense","control"]},{"id":"serve-velocity-estimate","category":"Performance","question":"What is the serve velocity estimate for Ian Marshall?","title":"Ian Marshall Serve Velocity","excerpt":"Aligned with their Power metric score of 81%.","answer":"Their serve velocity is estimated based on their Power metric score of 81%.","answer_detail":"Serves must focus on depth and spin. Higher power allows players to force deeper return errors from opponents.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","serve","power"]},{"id":"total-matches","category":"History","question":"How many matches has Ian Marshall played?","title":"Ian Marshall Career Match Count","excerpt":"They have played a total of 377 matches in our index.","answer":"In our database, Ian Marshall has played a total of 377 matches.","answer_detail":"This count represents competitive and recreational matches synced from GPN and DUPR. A larger history indicates stable ratings.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","matches","history"]},{"id":"match-record","category":"History","question":"What is Ian Marshall's career record (Wins / Losses)?","title":"Ian Marshall Win-Loss Record","excerpt":"Record: 272 Wins and 105 Losses.","answer":"Their career record stands at 272 Wins and 105 Losses in our directory.","answer_detail":"Wins and losses are aggregated from matches submitted to active tournament databases.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"]},{"id":"weekly-streak","category":"Activity","question":"What is Ian Marshall's weekly play streak?","title":"Ian Marshall Weekly Playing Streak","excerpt":"Current streak: 0 weeks | Max: 2 weeks.","answer":"They have played matches for 0 consecutive weeks. Their all-time maximum is 2 weeks.","answer_detail":"Activity streaks are compiled from GPN matches, indicating active roster involvement.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","streak","activity"]},{"id":"active-days","category":"Activity","question":"How many days has Ian Marshall played in the last 18 weeks?","title":"Ian Marshall Recent Active Days","excerpt":"Logged active matches on 36 days in the last 18 weeks.","answer":"They have active match logs on 36 separate days in the last 18 weeks.","answer_detail":"Regular weekly playing helps maintain rating accuracy and ensures rating reliability values do not decay.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","activity","frequency"]},{"id":"preferred-court","category":"Activity","question":"Where is Ian Marshall's preferred home court facility?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","court","preferred"]},{"id":"preferred-court-surface","category":"Activity","question":"What court surface does Ian Marshall play on most?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","surface","court"]},{"id":"indoor-outdoor-focus","category":"Activity","question":"Does Ian Marshall play indoor or outdoor matches more?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","environment","court"]},{"id":"upcoming-leagues","category":"Activity","question":"Is Ian Marshall registered for upcoming GPN leagues?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","leagues","gpn"]},{"id":"high-win-streak","category":"History","question":"What is the longest playing streak for Ian Marshall?","title":"Ian Marshall Maximum Play Streak","excerpt":"Their personal best maximum playing streak is 2 weeks.","answer":"Their career longest playing streak reaches 2 weeks on GPN.","answer_detail":"Streaks measure long-term commitment to active ladders and play schedules.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","streak","history"]},{"id":"career-match-milestones","category":"History","question":"Has Ian Marshall reached significant match milestones?","title":"Ian Marshall Match Milestones","excerpt":"Completed 377 matches in our index.","answer":"They have reached a career milestone of 377 total matches in our index.","answer_detail":"Milestones trace player maturity. Accumulating more than 50 matches yields high confidence in rating indicators.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","milestones","history"]},{"id":"opponent-rating-distribution","category":"History","question":"What is the rating distribution of Ian Marshall's opponents?","title":"Ian Marshall Opponent Rating Distribution","excerpt":"Average opponent rating rests at 3.89.","answer":"Their opponent rating distribution averages around 3.89 DUPR.","answer_detail":"Playing opponents with diverse DUPR values gives a robust, well-rounded rating evaluation.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","opponents","history"]},{"id":"partner-rating-distribution","category":"History","question":"What is the rating distribution of Ian Marshall's partners?","title":"Ian Marshall Partner Rating Distribution","excerpt":"Average partner rating rests at 3.82.","answer":"Their doubles partners maintain an average rating of 3.82 DUPR.","answer_detail":"Partner rating consistency helps ensure balanced team dynamics in doubles leagues.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","partners","history"]},{"id":"historical-record-growth","category":"History","question":"How has Ian Marshall's match count grown over time?","title":"Ian Marshall Match Count Growth","excerpt":"Currently tracks 377 career matches.","answer":"Their match count has grown to 377 matches since registration.","answer_detail":"Accumulating matches weekly stabilizes Elo indicators, preventing sharp rating changes after individual sets.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","growth","history"]},{"id":"clutch-match-history","category":"History","question":"Does Ian Marshall have a history of winning close matches?","title":"Ian Marshall Close Match History","excerpt":"Evaluated through points percentage metrics.","answer":"They show consistency in close match sets, winning 272 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","clutch","history"]},{"id":"first-recorded-match","category":"History","question":"When was Ian Marshall's first match recorded in the index?","title":"Ian Marshall First Recorded Match","excerpt":"Calculated from historical match logs.","answer":"Their match logs stretch back to early registration periods with 377 total games compiled.","answer_detail":"A long historical match log allows players to evaluate their skill development over seasons.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","first-match","history"]},{"id":"gpn-active-status","category":"Activity","question":"How active is Ian Marshall on global ladders?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","ladder","activity"]},{"id":"weekly-match-rhythm","category":"Activity","question":"What is Ian Marshall's weekly match rhythm?","title":"Ian Marshall Weekly Match Rhythm","excerpt":"Active play rhythm based on 36 days in the last 18 weeks.","answer":"Their playing rhythm consists of 36 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","rhythm","activity"]},{"id":"weather-sensitivity","category":"Activity","question":"Is Ian Marshall's match rhythm sensitive to weather?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","weather","activity"]},{"id":"peak-playing-season","category":"Activity","question":"What is Ian Marshall's peak playing season?","title":"Ian Marshall Peak Playing Season","excerpt":"Determined by GPN activity logs.","answer":"Their peak activity matches league runs, with a streak best of 2 weeks.","answer_detail":"Spring and summer months host the largest league programs, maximizing player match volumes.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","season","activity"]},{"id":"recreation-play-frequency","category":"Activity","question":"How often does Ian Marshall play recreation matches?","title":"Ian Marshall Recreational Play Frequency","excerpt":"Calculated from GPN match logs.","answer":"They maintain high recreational play frequency, logging matches on 36 days in the last 18 weeks.","answer_detail":"Recreational sets provide low-stress environments to practice new shot angles and baseline drives.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","recreation","activity"]},{"id":"playing-style","category":"Style","question":"What is Ian Marshall's playing style?","title":"Ian Marshall Playstyle Classification","excerpt":"Classified as: Tactical Baseline Driver.","answer":"Their playing style is classified as \"Tactical Baseline Driver\" with strength indicators: A patient, tactical player who focuses on deep baseline drives and calculated court placement to draw opponent errors..","answer_detail":"Playstyles are calculated using DUPR statistics, match logs, and partner matchups.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","playstyle","style"]},{"id":"control-score","category":"Style","question":"What is Ian Marshall's Control metric score?","title":"Ian Marshall Control Score","excerpt":"Control and dinking accuracy score: 86%.","answer":"Their control and dinking accuracy score is 86%.","answer_detail":"Control metrics evaluate third-shot drops and net dinking patience. Higher values mean a patient, tactical playstyle.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","control","style"]},{"id":"power-score","category":"Style","question":"What is Ian Marshall's Power metric score?","title":"Ian Marshall Power Score","excerpt":"Drive and overhead power score: 81%.","answer":"Their drive and smash power score is 81%.","answer_detail":"Power measures baseline drives, drive speeds, and overhead smash efficiency.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","power","style"]},{"id":"agility-score","category":"Style","question":"What is Ian Marshall's Agility metric score?","title":"Ian Marshall Agility Score","excerpt":"Court retrieval and agility score: 91%.","answer":"Their agility and footwork score sits at 91%.","answer_detail":"Agility measures side-to-side kitchen transitions and baseline-to-net speed.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","agility","style"]},{"id":"spin-score","category":"Style","question":"What is Ian Marshall's Spin metric score?","title":"Ian Marshall Spin Score","excerpt":"Cut and topspin accuracy rating: 71%.","answer":"Their topspin and cut rating is 71%.","answer_detail":"Spin evaluation focuses on serve rotations, slice returns, and roll dinks near the kitchen.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","spin","style"]},{"id":"stamina-score","category":"Style","question":"What is Ian Marshall's Stamina metric score?","title":"Ian Marshall Stamina Score","excerpt":"Cardiovascular stamina and longevity rating: 81%.","answer":"Their endurance score is 81%.","answer_detail":"Stamina tracks rating stability across long multi-hour GPN brackets. High values prevent late-game fatigue errors.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","stamina","style"]},{"id":"playstyle-calculation","category":"Style","question":"How is Ian Marshall's playing style calculated?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","playstyle","methodology"]},{"id":"paddle-preference","category":"Style","question":"What paddle does Ian Marshall play with?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","paddle","gear"]},{"id":"kitchen-positioning","category":"Style","question":"What is Ian Marshall's net positioning strategy?","title":"Ian Marshall Net Positioning Strategy","excerpt":"Aligned with their Control rating of 86%.","answer":"They focus on aggressive/soft kitchen lines based on a Control rating of 86%.","answer_detail":"Fast transition from baseline to net minimizes opponents' chances to speed up balls.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","positioning","style"]},{"id":"third-shot-drop-accuracy","category":"Style","question":"What is Ian Marshall's estimated third shot drop accuracy?","title":"Ian Marshall Third Shot Drop Accuracy","excerpt":"Aligned with their Control rating score of 86%.","answer":"Their drop accuracy correlates with a Control metric score of 86%.","answer_detail":"Third shot drops must clear the net and drop low into the kitchen to neutralize attacks.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","drop","control"]},{"id":"overhead-smash-power","category":"Style","question":"How powerful is Ian Marshall's overhead smash?","title":"Ian Marshall Overhead Smash Power","excerpt":"Aligned with their Power rating score of 81%.","answer":"Their smash velocity aligns with a Power metric score of 81%.","answer_detail":"Smashing high lobs requires precision and power to secure point endings.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","smash","power"]},{"id":"court-coverage-speed","category":"Style","question":"What is Ian Marshall's court coverage speed?","title":"Ian Marshall Court Coverage Speed","excerpt":"Aligned with their Agility metric score of 91%.","answer":"Their coverage speed aligns with an Agility metric score of 91%.","answer_detail":"Retrieving deep lobs and angled drives demands high court agility and stamina.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","speed","agility"]},{"id":"topspin-roll-efficiency","category":"Style","question":"How efficient is Ian Marshall's topspin roll?","title":"Ian Marshall Topspin Efficiency","excerpt":"Aligned with their Spin metric score of 71%.","answer":"Their topspin roll efficiency aligns with a Spin metric score of 71%.","answer_detail":"Topspin rolls force balls to drop faster after clearing the net, making them hard to smash.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","topspin","spin"]},{"id":"match-play-endurance","category":"Style","question":"How resilient is Ian Marshall's match play endurance?","title":"Ian Marshall Match Endurance","excerpt":"Aligned with their Stamina metric score of 81%.","answer":"Their endurance aligns with a Stamina metric score of 81%.","answer_detail":"Consistent play across 3+ set matches requires cardiorespiratory fitness.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","endurance","stamina"]},{"id":"dinking-patience-level","category":"Style","question":"What is Ian Marshall's dinking patience level?","title":"Ian Marshall Dinking Patience","excerpt":"Aligned with their Control rating score of 86%.","answer":"They show high dinking patience, matching a Control metric score of 86%.","answer_detail":"Patience near the non-volley zone forces opponents to make mistakes first.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","dinking","control"]},{"id":"drive-velocity-estimate","category":"Style","question":"What is Ian Marshall's estimated baseline drive velocity?","title":"Ian Marshall Baseline Drive Velocity","excerpt":"Aligned with their Power rating score of 81%.","answer":"Their drive velocity is estimated based on their Power metric score of 81%.","answer_detail":"Aggressive baseline drives create openings for partners to step up to the net.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","drive","power"]},{"id":"best-partner","category":"Chemistry","question":"Who is Ian Marshall's best doubles partner?","title":"Ian Marshall Best Teammate Chemistry","excerpt":"Top partner: Gemma Newton (DUPR: 3.61).","answer":"Their best partner is Gemma Newton (DUPR rating: 3.61) with a chemistry score of 88%.","answer_detail":"Teammate chemistry is derived from GPN match logs and victory ratios.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","partner","chemistry"]},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Ian Marshall played with their best partner?","title":"Ian Marshall Team Match Count","excerpt":"Played 3 matches together.","answer":"They have logged 3 matches together with their top partner.","answer_detail":"High team match counts establish reliable court communication and positioning setups.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","chemistry","matches"]},{"id":"average-partner-dupr","category":"Chemistry","question":"What is the average rating of Ian Marshall's partners?","title":"Ian Marshall Average Teammate Rating","excerpt":"Average partner DUPR: 3.82.","answer":"The average doubles DUPR of their partners is 3.82.","answer_detail":"Teammate averages indicate the general skill tier of their doubles network.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","partner","average"]},{"id":"average-opponent-dupr","category":"Chemistry","question":"What is the average DUPR of Ian Marshall's opponents?","title":"Ian Marshall Average Opponent Rating","excerpt":"Average opponent DUPR: 3.89.","answer":"The average doubles DUPR of their opponents is 3.89.","answer_detail":"Opponent rating averages measure the difficulty of schedule ladders they face.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","opponent","average"]},{"id":"is-beginner-friendly-partner","category":"Chemistry","question":"Is Ian Marshall a beginner-friendly partner?","title":"Ian Marshall Beginner Compatibility","excerpt":"Based on doubles rating: 4.816.","answer":"They are beginner-friendly if their doubles rating is below 3.50. Their rating is 4.816.","answer_detail":"Players above 4.00 focus on fast-paced, competitive tournament sets. Novices should match with players under 3.50.","last_verified":"2026-05-31","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 88%.","answer":"Partner chemistry is calculated from shared match count and team win rate (88%).","answer_detail":"Higher chemistry represents matches played together and winning setups in GPN tournaments.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","partner","methodology"]},{"id":"partner-match-win-rate","category":"Chemistry","question":"What is the team win rate with Ian Marshall's best partner?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","win-rate","chemistry"]},{"id":"mixed-doubles-experience","category":"Chemistry","question":"Does Ian Marshall have mixed doubles match experience?","title":"Ian Marshall Mixed Doubles Experience","excerpt":"Compiled from their DUPR match logs.","answer":"Yes, they play mixed doubles depending on tournament setups in Leeds, England, GB.","answer_detail":"Mixed doubles brackets require strategic coordination regarding court coverage and kitchen targets.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","mixed-doubles","chemistry"]},{"id":"teammate-alignment-style","category":"Chemistry","question":"How does Ian Marshall align with their partners' playstyles?","title":"Ian Marshall Teammate Alignment Style","excerpt":"Aligned with a playstyle of Tactical Baseline Driver.","answer":"They align with partner setups based on their playstyle of \"Tactical Baseline Driver\".","answer_detail":"A player specializing in power complements partners specializing in soft kitchen resets.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","partner","style"]},{"id":"team-communication-etiquette","category":"Chemistry","question":"What is Ian Marshall's team communication style?","title":"Ian Marshall 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","communication","etiquette"]},{"id":"nearby-restaurants","category":"Dining","question":"What restaurants are nearby Ian Marshall's home court?","title":"Restaurants Near Ian Marshall'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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","dining","restaurants"]},{"id":"post-match-dining","category":"Dining","question":"Where is the best dining spot for Ian Marshall 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":"2026-05-31","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 Ian Marshall'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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","dining","chinese"]},{"id":"dining-options-transit","category":"Dining","question":"How accessible are the dining spots near Ian Marshall'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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","dining","accessibility"]},{"id":"recommended-cafe-nearby","category":"Dining","question":"Is there a cafe near Ian Marshall'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":"2026-05-31","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 Ian Marshall?","title":"Machine-Readable JSON API for Ian Marshall","excerpt":"Retrieve details from GET /api/knowledge/player-ian-marshall-8WDENM.","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-ian-marshall-8WDENM or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-ian-marshall-8WDENM?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":"2026-05-31","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 Ian Marshall?","title":"Markdown Summary download for Ian Marshall","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-ian-marshall-8WDENM?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","markdown","developers"]},{"id":"sitemap-coverage","category":"Developers","question":"Is Ian Marshall's FAQ page indexed in the sitemap?","title":"Sitemap Indexing status for Ian Marshall","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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","sitemap","developers"]},{"id":"robots-txt-access","category":"Developers","question":"Can AI search engines crawl Ian Marshall'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":"2026-05-31","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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","agent-readiness","developers"]},{"id":"points-pct-ratio","category":"Performance","question":"How does Ian Marshall's points won percentage relate to their DUPR rating?","title":"Ian Marshall - How does Ian Marshall's points won percentage relate to their DUPR rating","excerpt":"Details regarding points pct ratio.","answer":"Their points won percentage of 60.16% directly supports their DUPR rating of 4.816.","answer_detail":"Points percentages isolate single point efficiency. Stabilizing points above 50% guarantees upward DUPR adjustments over long match logs.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"points-spread-commentary","category":"Performance","question":"What does the points won percentage suggest about Ian Marshall's match sets?","title":"Ian Marshall - What does the points won percentage suggest about Ian Marshall's match sets","excerpt":"Details regarding points spread commentary.","answer":"With a score of 60.16%, 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"singles-play-coverage","category":"Performance","question":"What court coverage tactics does Ian Marshall employ in singles matches?","title":"Ian Marshall - What court coverage tactics does Ian Marshall employ in singles matches","excerpt":"Details regarding singles play coverage.","answer":"Based on their singles rating of 4.396 and Agility of 91%, 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"]},{"id":"singles-rating-accuracy","category":"Performance","question":"How accurate is the 4.396 singles DUPR rating for Ian Marshall?","title":"Ian Marshall - How accurate is the 4.396 singles DUPR rating for Ian Marshall","excerpt":"Details regarding singles rating accuracy.","answer":"The accuracy depends on the singles reliability score, which is currently recorded as 75%.","answer_detail":"Reliability above 50% represents solid match counts. If the value is low, treat the rating as an estimate.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"]},{"id":"rating-adjustments-wins","category":"Performance","question":"How much does Ian Marshall's DUPR rating increase after a win?","title":"Ian Marshall - How much does Ian Marshall's DUPR rating increase after a win","excerpt":"Details regarding rating adjustments wins.","answer":"Rating increases depend on opponents' ratings (currently averaging 3.89 DUPR) and rating half-life.","answer_detail":"Beating opponents rated higher than their current doubles rating of 4.816 yields larger score increases.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"]},{"id":"rating-adjustments-losses","category":"Performance","question":"How does a match loss impact Ian Marshall's DUPR rating?","title":"Ian Marshall - How does a match loss impact Ian Marshall's DUPR rating","excerpt":"Details regarding rating adjustments losses.","answer":"Loss adjustments are minimized if opponents average 3.89 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"]},{"id":"clutch-performance-wins","category":"Performance","question":"How does Ian Marshall perform in tournament final rounds?","title":"Ian Marshall - How does Ian Marshall perform in tournament final rounds","excerpt":"Details regarding clutch performance wins.","answer":"Based on 272 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":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","performance","clutch"]},{"id":"matchup-balance-factor","category":"Performance","question":"What is the matchup balance factor for Ian Marshall's games?","title":"Ian Marshall - What is the matchup balance factor for Ian Marshall's games","excerpt":"Details regarding matchup balance factor.","answer":"Their games show high balance, with opponent ratings averaging 3.89 DUPR.","answer_detail":"Playing against balanced opposition ensures rating reliability increases steadily without sharp fluctuations.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","performance","matchup"]},{"id":"points-efficiency-analysis","category":"Performance","question":"What is Ian Marshall's point winning efficiency during service games?","title":"Ian Marshall - What is Ian Marshall'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 72.1%.","answer_detail":"Server advantages are crucial. Strong serves allow teams to dominate the net early in the rally.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"kitchen-play-dominance","category":"Performance","question":"How dominant is Ian Marshall's kitchen play?","title":"Ian Marshall - How dominant is Ian Marshall's kitchen play","excerpt":"Details regarding kitchen play dominance.","answer":"Their kitchen play dominance is supported by a Control rating score of 86%.","answer_detail":"Dominance is established by forcing opponent unforced errors through precise roll dinks.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","performance","kitchen"]},{"id":"expanded-metric-question-11","category":"Performance","question":"How does Ian Marshall's performance rating score affect their matchup choices (No. 11)?","title":"Ian Marshall Performance Matchup Guide 11","excerpt":"Analysis of GPN matchup factors for Ian Marshall under index 11.","answer":"Their Performance metrics align with active GPN rosters in Leeds, England, GB, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-11"]},{"id":"expanded-metric-question-12","category":"History","question":"How does Ian Marshall's history rating score affect their matchup choices (No. 12)?","title":"Ian Marshall History Matchup Guide 12","excerpt":"Analysis of GPN matchup factors for Ian Marshall under index 12.","answer":"Their History metrics align with active GPN rosters in Leeds, England, GB, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","history","metric-12"]},{"id":"expanded-metric-question-13","category":"Style","question":"How does Ian Marshall's style rating score affect their matchup choices (No. 13)?","title":"Ian Marshall Style Matchup Guide 13","excerpt":"Analysis of GPN matchup factors for Ian Marshall under index 13.","answer":"Their Style metrics align with active GPN rosters in Leeds, England, GB, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","style","metric-13"]},{"id":"expanded-metric-question-14","category":"Activity","question":"How does Ian Marshall's activity rating score affect their matchup choices (No. 14)?","title":"Ian Marshall Activity Matchup Guide 14","excerpt":"Analysis of GPN matchup factors for Ian Marshall under index 14.","answer":"Their Activity metrics align with active GPN rosters in Leeds, England, GB, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-31","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-14"]}],"data":{"dupr_id":"8WDENM","full_name":"Ian Marshall","gender":"MALE","age":55,"location":"Leeds, England, GB","profile_pic_url":null,"ratings":{"singles":4.396,"singles_reliability":75,"doubles":4.816,"doubles_reliability":100},"career":{"total_matches":377,"wins":272,"losses":105,"avg_points_won_pct":60.16,"avg_partner_dupr":3.82,"avg_opponent_dupr":3.89,"preferred_court":"Rouge Woods Community Centre"},"stats":{"sos":4.431,"clutch_index":50,"dpg":-5.86,"home_club":{"id":"club-springhead-picklers-4624736306","name":"Springhead Picklers"}},"playstyle":{"power":81,"control":86,"agility":91,"spin":71,"stamina":81,"playstyle":"Tactical Baseline Driver","description":"A patient, tactical player who focuses on deep baseline drives and calculated court placement to draw opponent errors."},"streaks":{"current":0,"max":2},"chemistry":{"name":"Gemma Newton","dupr_id":"3VDEJ6","rating":"3.61","matches":3,"winRate":0,"chemistryScore":88,"chemistryDescription":"Defensive alignment: Both players excel at soft resets and kitchen dinking."},"dedication_matrix":{"total_matches":51,"active_days":36,"grid":[{"date":"2026-02-03","dayOfWeek":2,"count":0},{"date":"2026-02-04","dayOfWeek":3,"count":0},{"date":"2026-02-05","dayOfWeek":4,"count":2},{"date":"2026-02-06","dayOfWeek":5,"count":0},{"date":"2026-02-07","dayOfWeek":6,"count":0},{"date":"2026-02-08","dayOfWeek":0,"count":2},{"date":"2026-02-09","dayOfWeek":1,"count":0},{"date":"2026-02-10","dayOfWeek":2,"count":0},{"date":"2026-02-11","dayOfWeek":3,"count":0},{"date":"2026-02-12","dayOfWeek":4,"count":1},{"date":"2026-02-13","dayOfWeek":5,"count":0},{"date":"2026-02-14","dayOfWeek":6,"count":0},{"date":"2026-02-15","dayOfWeek":0,"count":1},{"date":"2026-02-16","dayOfWeek":1,"count":0},{"date":"2026-02-17","dayOfWeek":2,"count":0},{"date":"2026-02-18","dayOfWeek":3,"count":0},{"date":"2026-02-19","dayOfWeek":4,"count":1},{"date":"2026-02-20","dayOfWeek":5,"count":0},{"date":"2026-02-21","dayOfWeek":6,"count":0},{"date":"2026-02-22","dayOfWeek":0,"count":1},{"date":"2026-02-23","dayOfWeek":1,"count":0},{"date":"2026-02-24","dayOfWeek":2,"count":0},{"date":"2026-02-25","dayOfWeek":3,"count":0},{"date":"2026-02-26","dayOfWeek":4,"count":2},{"date":"2026-02-27","dayOfWeek":5,"count":0},{"date":"2026-02-28","dayOfWeek":6,"count":0},{"date":"2026-03-01","dayOfWeek":0,"count":2},{"date":"2026-03-02","dayOfWeek":1,"count":0},{"date":"2026-03-03","dayOfWeek":2,"count":0},{"date":"2026-03-04","dayOfWeek":3,"count":0},{"date":"2026-03-05","dayOfWeek":4,"count":1},{"date":"2026-03-06","dayOfWeek":5,"count":0},{"date":"2026-03-07","dayOfWeek":6,"count":0},{"date":"2026-03-08","dayOfWeek":0,"count":1},{"date":"2026-03-09","dayOfWeek":1,"count":0},{"date":"2026-03-10","dayOfWeek":2,"count":0},{"date":"2026-03-11","dayOfWeek":3,"count":0},{"date":"2026-03-12","dayOfWeek":4,"count":1},{"date":"2026-03-13","dayOfWeek":5,"count":0},{"date":"2026-03-14","dayOfWeek":6,"count":0},{"date":"2026-03-15","dayOfWeek":0,"count":1},{"date":"2026-03-16","dayOfWeek":1,"count":0},{"date":"2026-03-17","dayOfWeek":2,"count":0},{"date":"2026-03-18","dayOfWeek":3,"count":0},{"date":"2026-03-19","dayOfWeek":4,"count":2},{"date":"2026-03-20","dayOfWeek":5,"count":0},{"date":"2026-03-21","dayOfWeek":6,"count":0},{"date":"2026-03-22","dayOfWeek":0,"count":2},{"date":"2026-03-23","dayOfWeek":1,"count":0},{"date":"2026-03-24","dayOfWeek":2,"count":0},{"date":"2026-03-25","dayOfWeek":3,"count":0},{"date":"2026-03-26","dayOfWeek":4,"count":1},{"date":"2026-03-27","dayOfWeek":5,"count":0},{"date":"2026-03-28","dayOfWeek":6,"count":0},{"date":"2026-03-29","dayOfWeek":0,"count":1},{"date":"2026-03-30","dayOfWeek":1,"count":0},{"date":"2026-03-31","dayOfWeek":2,"count":0},{"date":"2026-04-01","dayOfWeek":3,"count":0},{"date":"2026-04-02","dayOfWeek":4,"count":1},{"date":"2026-04-03","dayOfWeek":5,"count":0},{"date":"2026-04-04","dayOfWeek":6,"count":0},{"date":"2026-04-05","dayOfWeek":0,"count":1},{"date":"2026-04-06","dayOfWeek":1,"count":0},{"date":"2026-04-07","dayOfWeek":2,"count":0},{"date":"2026-04-08","dayOfWeek":3,"count":0},{"date":"2026-04-09","dayOfWeek":4,"count":2},{"date":"2026-04-10","dayOfWeek":5,"count":0},{"date":"2026-04-11","dayOfWeek":6,"count":0},{"date":"2026-04-12","dayOfWeek":0,"count":2},{"date":"2026-04-13","dayOfWeek":1,"count":0},{"date":"2026-04-14","dayOfWeek":2,"count":0},{"date":"2026-04-15","dayOfWeek":3,"count":0},{"date":"2026-04-16","dayOfWeek":4,"count":1},{"date":"2026-04-17","dayOfWeek":5,"count":0},{"date":"2026-04-18","dayOfWeek":6,"count":0},{"date":"2026-04-19","dayOfWeek":0,"count":1},{"date":"2026-04-20","dayOfWeek":1,"count":0},{"date":"2026-04-21","dayOfWeek":2,"count":0},{"date":"2026-04-22","dayOfWeek":3,"count":0},{"date":"2026-04-23","dayOfWeek":4,"count":1},{"date":"2026-04-24","dayOfWeek":5,"count":0},{"date":"2026-04-25","dayOfWeek":6,"count":0},{"date":"2026-04-26","dayOfWeek":0,"count":1},{"date":"2026-04-27","dayOfWeek":1,"count":0},{"date":"2026-04-28","dayOfWeek":2,"count":0},{"date":"2026-04-29","dayOfWeek":3,"count":0},{"date":"2026-04-30","dayOfWeek":4,"count":2},{"date":"2026-05-01","dayOfWeek":5,"count":0},{"date":"2026-05-02","dayOfWeek":6,"count":0},{"date":"2026-05-03","dayOfWeek":0,"count":2},{"date":"2026-05-04","dayOfWeek":1,"count":0},{"date":"2026-05-05","dayOfWeek":2,"count":0},{"date":"2026-05-06","dayOfWeek":3,"count":0},{"date":"2026-05-07","dayOfWeek":4,"count":1},{"date":"2026-05-08","dayOfWeek":5,"count":0},{"date":"2026-05-09","dayOfWeek":6,"count":0},{"date":"2026-05-10","dayOfWeek":0,"count":1},{"date":"2026-05-11","dayOfWeek":1,"count":0},{"date":"2026-05-12","dayOfWeek":2,"count":0},{"date":"2026-05-13","dayOfWeek":3,"count":0},{"date":"2026-05-14","dayOfWeek":4,"count":1},{"date":"2026-05-15","dayOfWeek":5,"count":0},{"date":"2026-05-16","dayOfWeek":6,"count":0},{"date":"2026-05-17","dayOfWeek":0,"count":1},{"date":"2026-05-18","dayOfWeek":1,"count":0},{"date":"2026-05-19","dayOfWeek":2,"count":0},{"date":"2026-05-20","dayOfWeek":3,"count":0},{"date":"2026-05-21","dayOfWeek":4,"count":2},{"date":"2026-05-22","dayOfWeek":5,"count":0},{"date":"2026-05-23","dayOfWeek":6,"count":0},{"date":"2026-05-24","dayOfWeek":0,"count":3},{"date":"2026-05-25","dayOfWeek":1,"count":0},{"date":"2026-05-26","dayOfWeek":2,"count":0},{"date":"2026-05-27","dayOfWeek":3,"count":0},{"date":"2026-05-28","dayOfWeek":4,"count":1},{"date":"2026-05-29","dayOfWeek":5,"count":0},{"date":"2026-05-30","dayOfWeek":6,"count":0},{"date":"2026-05-31","dayOfWeek":0,"count":3},{"date":"2026-06-01","dayOfWeek":1,"count":0},{"date":"2026-06-02","dayOfWeek":2,"count":0},{"date":"2026-06-03","dayOfWeek":3,"count":0},{"date":"2026-06-04","dayOfWeek":4,"count":1},{"date":"2026-06-05","dayOfWeek":5,"count":0},{"date":"2026-06-06","dayOfWeek":6,"count":0},{"date":"2026-06-07","dayOfWeek":0,"count":1},{"date":"2026-06-08","dayOfWeek":1,"count":0}]},"rating_trajectory":[{"match_id":"hist-90","date":"2026-02-23","rating":4.672,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-75","date":"2026-03-10","rating":4.704,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-60","date":"2026-03-25","rating":4.721,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-45","date":"2026-04-09","rating":4.736,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-30","date":"2026-04-24","rating":4.766,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-15","date":"2026-05-09","rating":4.799,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"8490155390","date":"2026-05-24","rating":4.864,"event_name":"PickleB 2026 Series Event 5 - 18+ Mixed Doubles 4.5+","outcome":"Loss"},{"match_id":"7966311162","date":"2026-05-31","rating":4.824,"event_name":"Pickleball Scotland - Scottish Open Pickleball Championships 2026 - 15+ Mixed Doubles-Open - Group Stage","outcome":"Loss"},{"match_id":"8577165096","date":"2026-05-31","rating":4.855,"event_name":"Pickleball Scotland - Scottish Open Pickleball Championships 2026 - 15+ Mixed Doubles-Open - Group Stage","outcome":"Loss"}],"upcoming_matches":[{"match_id":"up-8WDENM-1","opponent_name":"Evan Franklin Harvey","opponent_id":"M3PWX1","opponent_rating":5.004,"opponent_pic_url":null,"date":"Saturday, June 13, 2026","time":"10:00 AM","location":"Rouge Woods Community Centre","status":"Scheduled","event_type":"League Ladder"},{"match_id":"up-8WDENM-2","opponent_name":"Cameron Daly","opponent_id":"8J5V9D","opponent_rating":4.846,"opponent_pic_url":null,"date":"Tuesday, June 16, 2026","time":"6:30 PM","location":"L'Amoreaux Tennis Centre","status":"Pending Confirmation","event_type":"Practice Match"}],"recent_matches":[{"match_id":"7966311162","event":"Pickleball Scotland - Scottish Open Pickleball Championships 2026 - 15+ Mixed Doubles-Open - Group Stage","date":"2026-05-31","outcome":"Loss","scores":"11-2","location":""},{"match_id":"8577165096","event":"Pickleball Scotland - Scottish Open Pickleball Championships 2026 - 15+ Mixed Doubles-Open - Group Stage","date":"2026-05-31","outcome":"Loss","scores":"11-8","location":""},{"match_id":"8490155390","event":"PickleB 2026 Series Event 5 - 18+ Mixed Doubles 4.5+","date":"2026-05-24","outcome":"Loss","scores":"11-4","location":""}]},"canonical":"https://picklegravity.com/en/knowledge/player-ian-marshall-8WDENM"}