{"version":"2.7.0","id":"player-ryan-marsh-N5DNGW","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Ryan Marsh?","title":"Ryan Marsh Profile & Background","excerpt":"Ryan Marsh is an active pickleball player registered under DUPR ID N5DNGW.","answer":"Ryan Marsh is an active pickleball player registered in the Pickle Gravity database with DUPR ID N5DNGW. They reside and play matches in Island Park, ID, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Ryan Marsh maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"]},{"id":"dupr-id","category":"Registry","question":"What is Ryan Marsh's DUPR ID?","title":"Ryan Marsh DUPR Identification Key","excerpt":"The unique DUPR identification key for Ryan Marsh is N5DNGW.","answer":"Their unique DUPR ID is N5DNGW. 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"]},{"id":"last-verified","category":"Registry","question":"When was Ryan Marsh's record last updated?","title":"Ryan Marsh Profile Last Verified Date","excerpt":"Last verified on 2026-06-05.","answer":"Their DUPR rating and career stats were last verified on 2026-06-05.","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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","metadata","verification"]},{"id":"gender-status","category":"Registry","question":"Is Ryan Marsh registered as male or female?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","gender","registry"]},{"id":"age-bracket","category":"Registry","question":"What is Ryan Marsh's age bracket?","title":"Ryan Marsh Age Bracket Classification","excerpt":"Recorded as 22 years old (Birth Year: 2004).","answer":"They compete in the age bracket corresponding to 22 years old (born around 2004).","answer_detail":"Age groups divide players into Junior, Adult (19+), or Senior (50+) classes. This ensures fair competition matching physical capabilities.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","age","profile"]},{"id":"rating-half-life","category":"Registry","question":"What is Ryan Marsh's DUPR rating half-life?","title":"Ryan Marsh DUPR Rating Half-Life","excerpt":"Their rating half-life is 80 days.","answer":"Their DUPR rating half-life sits at 80 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"]},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Ryan Marsh associated with?","title":"Ryan Marsh GPN Networks","excerpt":"Associated with networks around Island Park, ID, US.","answer":"They play in leagues and networks located around Island Park, ID, US. 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","gpn","networks"]},{"id":"rating-stability","category":"Registry","question":"How stable is Ryan Marsh's DUPR rating?","title":"Ryan Marsh DUPR Rating Stability","excerpt":"Stability is determined by a half-life of 80 days.","answer":"With a rating half-life of 80 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"]},{"id":"request-correction","category":"Registry","question":"How can I request a correction of Ryan Marsh'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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","correction","support"]},{"id":"is-active","category":"Registry","question":"Is Ryan Marsh currently active in the database?","title":"Ryan Marsh Database Activity Status","excerpt":"Last synced and verified active in Island Park, ID, US.","answer":"Yes, they are indexed as active with records verified on 2026-06-05.","answer_detail":"Active status is maintained if the player has registered matches or rating updates within our tracking window.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","status","registry"]},{"id":"doubles-rating","category":"Performance","question":"What is Ryan Marsh's doubles DUPR rating?","title":"Ryan Marsh Doubles DUPR Rating","excerpt":"Doubles DUPR: 4.598 (Reliability: 73%).","answer":"Their doubles DUPR rating is 4.598 with a reliability factor of 73%.","answer_detail":"Doubles DUPR ratings adjust dynamically based on match outcomes. Reliability values above 50% indicate a robust history of recent play.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"]},{"id":"singles-rating","category":"Performance","question":"What is Ryan Marsh's singles DUPR rating?","title":"Ryan Marsh Singles DUPR Rating","excerpt":"Singles DUPR: 0 (Reliability: 0%).","answer":"Their singles DUPR rating is 0 with a reliability factor of 0%.","answer_detail":"Singles play requires speed and court coverage. A rating of 0 reflects their performance in verified singles matchups.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"]},{"id":"win-rate-percentage","category":"Performance","question":"What is Ryan Marsh's match win rate percentage?","title":"Ryan Marsh Career Win Rate","excerpt":"Their overall win rate is 46.4%.","answer":"They maintain a career win rate of 46.4% 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":"2026-06-05","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 Ryan Marsh?","title":"Ryan Marsh Points Won Percentage","excerpt":"On average, they win 46.5% of points per match set.","answer":"On average, they win 46.5% 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"]},{"id":"rating-tier","category":"Performance","question":"How does Ryan Marsh's rating compare to average players?","title":"Ryan Marsh DUPR Percentile Tier","excerpt":"Ranks in the 4.598 range tier.","answer":"With a doubles DUPR of 4.598, 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"]},{"id":"singles-vs-doubles","category":"Performance","question":"Does Ryan Marsh focus more on singles or doubles?","title":"Ryan Marsh Game Type Focus","excerpt":"Doubles reliability: 73% | Singles reliability: 0%.","answer":"Based on rating reliability, they have a doubles focus (73%) vs singles focus (0%).","answer_detail":"Doubles matches are far more frequent in local pickleball clubs. Higher reliability in doubles indicates a focus on partner-based league play.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"]},{"id":"singles-reliability","category":"Performance","question":"What is the reliability of Ryan Marsh's singles rating?","title":"Ryan Marsh Singles Reliability","excerpt":"Singles reliability is 0%.","answer":"Their singles rating reliability is 0%, showing match log density.","answer_detail":"Reliability scales with match frequency and recency. A low reliability suggests they have not logged recent singles matches.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"]},{"id":"doubles-reliability","category":"Performance","question":"What is the reliability of Ryan Marsh's doubles rating?","title":"Ryan Marsh Doubles Reliability","excerpt":"Doubles reliability is 73%.","answer":"Their doubles rating reliability is 73%, 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","doubles","reliability"]},{"id":"optimal-matchups","category":"Performance","question":"What constitute optimal matchups for Ryan Marsh?","title":"Ryan Marsh 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 4.598.","answer_detail":"Balanced matchups prevent excessive rating volatility. Games played against teams within a 0.25 rating margin are ideal.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","matchups","performance"]},{"id":"matchmaking-tier","category":"Performance","question":"What is the recommended matchmaking range for Ryan Marsh?","title":"Ryan Marsh Matchmaking Bracket","excerpt":"Recommended DUPR range: 4.598 +/- 0.25.","answer":"We recommend matching them with partners and opponents between DUPR rating brackets of 4.598 +/- 0.25.","answer_detail":"Staying within this 0.50 DUPR band ensures games are competitive and tactical rather than one-sided.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","bracket"]},{"id":"performance-trend","category":"Performance","question":"What is Ryan Marsh's recent performance trend?","title":"Ryan Marsh Recent Match Trends","excerpt":"Calculated from recent match win-loss trends.","answer":"Recent matches show a stable trend with a total of 97 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","trends","performance"]},{"id":"dpg-strokes-gained","category":"Performance","question":"What is Ryan Marsh's DUPR Points Gained (DPG) score?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","dpg","metrics"]},{"id":"clutch-index","category":"Performance","question":"What is Ryan Marsh's Clutch Performance Index (CPI)?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","cpi","clutch"]},{"id":"strength-of-schedule","category":"Performance","question":"What is Ryan Marsh's Strength of Schedule (SoS)?","title":"Ryan Marsh Strength of Schedule","excerpt":"Average opponent rating: 4.72 DUPR.","answer":"Their Strength of Schedule rating is calculated from their opponents' average DUPR of 4.72.","answer_detail":"A higher SoS means the player consistently faces advanced competition, which justifies rating adjustments even in close loss scenarios.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","sos","competition"]},{"id":"match-play-intensity","category":"Performance","question":"What is the match play intensity level for Ryan Marsh?","title":"Ryan Marsh Match Intensity Level","excerpt":"Evaluated from opponent ratings average 4.72.","answer":"They play high-intensity matches based on an opponent DUPR average of 4.72.","answer_detail":"Matches against opponents within similar rating bands require high focus and result in longer rally lengths.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","intensity","performance"]},{"id":"rating-percentile-rank","category":"Performance","question":"What is Ryan Marsh's estimated percentile rank?","title":"Ryan Marsh Percentile Ranking","excerpt":"Estimated based on doubles DUPR of 4.598.","answer":"Based on 4.598 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","percentile","rank"]},{"id":"unforced-error-ratio","category":"Performance","question":"What is Ryan Marsh's unforced error ratio?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","errors","control"]},{"id":"shot-making-efficiency","category":"Performance","question":"How efficient is Ryan Marsh's shot-making?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","shot","efficiency"]},{"id":"defensive-reset-percentage","category":"Performance","question":"What is Ryan Marsh's defensive reset percentage?","title":"Ryan Marsh Defensive Resets","excerpt":"Determined from their Control metric score of 62%.","answer":"Their defensive reset percentage aligns with a Control metric score of 62%.","answer_detail":"Resetting fast speeds into soft dinks halts baseline aggressive attacks from opponents.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","defense","control"]},{"id":"serve-velocity-estimate","category":"Performance","question":"What is the serve velocity estimate for Ryan Marsh?","title":"Ryan Marsh Serve Velocity","excerpt":"Aligned with their Power metric score of 82%.","answer":"Their serve velocity is estimated based on their Power metric score of 82%.","answer_detail":"Serves must focus on depth and spin. Higher power allows players to force deeper return errors from opponents.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","serve","power"]},{"id":"total-matches","category":"History","question":"How many matches has Ryan Marsh played?","title":"Ryan Marsh Career Match Count","excerpt":"They have played a total of 97 matches in our index.","answer":"In our database, Ryan Marsh has played a total of 97 matches.","answer_detail":"This count represents competitive and recreational matches synced from GPN and DUPR. A larger history indicates stable ratings.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","matches","history"]},{"id":"match-record","category":"History","question":"What is Ryan Marsh's career record (Wins / Losses)?","title":"Ryan Marsh Win-Loss Record","excerpt":"Record: 45 Wins and 52 Losses.","answer":"Their career record stands at 45 Wins and 52 Losses in our directory.","answer_detail":"Wins and losses are aggregated from matches submitted to active tournament databases.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"]},{"id":"weekly-streak","category":"Activity","question":"What is Ryan Marsh's weekly play streak?","title":"Ryan Marsh Weekly Playing Streak","excerpt":"Current streak: 1 weeks | Max: 1 weeks.","answer":"They have played matches for 1 consecutive weeks. Their all-time maximum is 1 weeks.","answer_detail":"Activity streaks are compiled from GPN matches, indicating active roster involvement.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","streak","activity"]},{"id":"active-days","category":"Activity","question":"How many days has Ryan Marsh played in the last 18 weeks?","title":"Ryan Marsh Recent Active Days","excerpt":"Logged active matches on 39 days in the last 18 weeks.","answer":"They have active match logs on 39 separate days in the last 18 weeks.","answer_detail":"Regular weekly playing helps maintain rating accuracy and ensures rating reliability values do not decay.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","activity","frequency"]},{"id":"preferred-court","category":"Activity","question":"Where is Ryan Marsh's preferred home court facility?","title":"Ryan Marsh Preferred Home Court","excerpt":"Most active facility: Saint George, UT, USA.","answer":"Their most frequented facility for matches is Saint George, UT, USA.","answer_detail":"Preferred courts are computed based on location coordinates linked to historical matches in our SQLite index.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","court","preferred"]},{"id":"preferred-court-surface","category":"Activity","question":"What court surface does Ryan Marsh play on most?","title":"Ryan Marsh Preferred Surface Type","excerpt":"Plays primarily on surfaces at Saint George, UT, USA.","answer":"They play primarily on the court surfaces at Saint George, UT, USA.","answer_detail":"Surface materials affect spin and ball heights. Hard acrylic surfaces are common in regional complexes.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","surface","court"]},{"id":"indoor-outdoor-focus","category":"Activity","question":"Does Ryan Marsh play indoor or outdoor matches more?","title":"Ryan Marsh Environmental Focus","excerpt":"Determined from home court settings at Saint George, UT, USA.","answer":"Their match logs are centered around Saint George, UT, USA, matching its environmental configuration.","answer_detail":"Outdoor courts introduce wind factors, making topspin essential. Indoor environments offer zero wind for fast drives.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","environment","court"]},{"id":"upcoming-leagues","category":"Activity","question":"Is Ryan Marsh registered for upcoming GPN leagues?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","leagues","gpn"]},{"id":"high-win-streak","category":"History","question":"What is the longest playing streak for Ryan Marsh?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","streak","history"]},{"id":"career-match-milestones","category":"History","question":"Has Ryan Marsh reached significant match milestones?","title":"Ryan Marsh Match Milestones","excerpt":"Completed 97 matches in our index.","answer":"They have reached a career milestone of 97 total matches in our index.","answer_detail":"Milestones trace player maturity. Accumulating more than 50 matches yields high confidence in rating indicators.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","milestones","history"]},{"id":"opponent-rating-distribution","category":"History","question":"What is the rating distribution of Ryan Marsh's opponents?","title":"Ryan Marsh Opponent Rating Distribution","excerpt":"Average opponent rating rests at 4.72.","answer":"Their opponent rating distribution averages around 4.72 DUPR.","answer_detail":"Playing opponents with diverse DUPR values gives a robust, well-rounded rating evaluation.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","opponents","history"]},{"id":"partner-rating-distribution","category":"History","question":"What is the rating distribution of Ryan Marsh's partners?","title":"Ryan Marsh Partner Rating Distribution","excerpt":"Average partner rating rests at 4.78.","answer":"Their doubles partners maintain an average rating of 4.78 DUPR.","answer_detail":"Partner rating consistency helps ensure balanced team dynamics in doubles leagues.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","partners","history"]},{"id":"historical-record-growth","category":"History","question":"How has Ryan Marsh's match count grown over time?","title":"Ryan Marsh Match Count Growth","excerpt":"Currently tracks 97 career matches.","answer":"Their match count has grown to 97 matches since registration.","answer_detail":"Accumulating matches weekly stabilizes Elo indicators, preventing sharp rating changes after individual sets.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","growth","history"]},{"id":"clutch-match-history","category":"History","question":"Does Ryan Marsh have a history of winning close matches?","title":"Ryan Marsh Close Match History","excerpt":"Evaluated through points percentage metrics.","answer":"They show consistency in close match sets, winning 45 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","clutch","history"]},{"id":"first-recorded-match","category":"History","question":"When was Ryan Marsh's first match recorded in the index?","title":"Ryan Marsh First Recorded Match","excerpt":"Calculated from historical match logs.","answer":"Their match logs stretch back to early registration periods with 97 total games compiled.","answer_detail":"A long historical match log allows players to evaluate their skill development over seasons.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","first-match","history"]},{"id":"gpn-active-status","category":"Activity","question":"How active is Ryan Marsh on global ladders?","title":"Ryan Marsh Global Ladder Activity","excerpt":"Currently has a weekly streak of 1 weeks.","answer":"They maintain an active profile on global networks with a weekly playing streak of 1 weeks.","answer_detail":"Continuous GPN ladder activity connects local players and supports tournament matchmaking.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","ladder","activity"]},{"id":"weekly-match-rhythm","category":"Activity","question":"What is Ryan Marsh's weekly match rhythm?","title":"Ryan Marsh Weekly Match Rhythm","excerpt":"Active play rhythm based on 39 days in the last 18 weeks.","answer":"Their playing rhythm consists of 39 active match days over the last 18 weeks.","answer_detail":"Rhythm metrics identify peak training days. Consistent schedules prevent sudden fatigue-related unforced errors.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","rhythm","activity"]},{"id":"weather-sensitivity","category":"Activity","question":"Is Ryan Marsh's match rhythm sensitive to weather?","title":"Ryan Marsh Weather Sensitivity","excerpt":"Based on preferred home court settings.","answer":"Their play rhythm correlates with preferred facilities at Saint George, UT, USA.","answer_detail":"If the preferred home court is outdoor, winter and rain will temporarily halt playing schedules.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","weather","activity"]},{"id":"peak-playing-season","category":"Activity","question":"What is Ryan Marsh's peak playing season?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","season","activity"]},{"id":"recreation-play-frequency","category":"Activity","question":"How often does Ryan Marsh play recreation matches?","title":"Ryan Marsh Recreational Play Frequency","excerpt":"Calculated from GPN match logs.","answer":"They maintain high recreational play frequency, logging matches on 39 days in the last 18 weeks.","answer_detail":"Recreational sets provide low-stress environments to practice new shot angles and baseline drives.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","recreation","activity"]},{"id":"playing-style","category":"Style","question":"What is Ryan Marsh's playing style?","title":"Ryan Marsh Playstyle Classification","excerpt":"Classified as: All-Court Defensive Wall.","answer":"Their playing style is classified as \"All-Court Defensive Wall\" with strength indicators: An outstanding defensive asset capable of recovering difficult angles and resetting fast speed-ups back into the kitchen..","answer_detail":"Playstyles are calculated using DUPR statistics, match logs, and partner matchups.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","playstyle","style"]},{"id":"control-score","category":"Style","question":"What is Ryan Marsh's Control metric score?","title":"Ryan Marsh Control Score","excerpt":"Control and dinking accuracy score: 62%.","answer":"Their control and dinking accuracy score is 62%.","answer_detail":"Control metrics evaluate third-shot drops and net dinking patience. Higher values mean a patient, tactical playstyle.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","control","style"]},{"id":"power-score","category":"Style","question":"What is Ryan Marsh's Power metric score?","title":"Ryan Marsh Power Score","excerpt":"Drive and overhead power score: 82%.","answer":"Their drive and smash power score is 82%.","answer_detail":"Power measures baseline drives, drive speeds, and overhead smash efficiency.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","power","style"]},{"id":"agility-score","category":"Style","question":"What is Ryan Marsh's Agility metric score?","title":"Ryan Marsh Agility Score","excerpt":"Court retrieval and agility score: 92%.","answer":"Their agility and footwork score sits at 92%.","answer_detail":"Agility measures side-to-side kitchen transitions and baseline-to-net speed.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","agility","style"]},{"id":"spin-score","category":"Style","question":"What is Ryan Marsh's Spin metric score?","title":"Ryan Marsh Spin Score","excerpt":"Cut and topspin accuracy rating: 72%.","answer":"Their topspin and cut rating is 72%.","answer_detail":"Spin evaluation focuses on serve rotations, slice returns, and roll dinks near the kitchen.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","spin","style"]},{"id":"stamina-score","category":"Style","question":"What is Ryan Marsh's Stamina metric score?","title":"Ryan Marsh Stamina Score","excerpt":"Cardiovascular stamina and longevity rating: 82%.","answer":"Their endurance score is 82%.","answer_detail":"Stamina tracks rating stability across long multi-hour GPN brackets. High values prevent late-game fatigue errors.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","stamina","style"]},{"id":"playstyle-calculation","category":"Style","question":"How is Ryan Marsh's playing style calculated?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","playstyle","methodology"]},{"id":"paddle-preference","category":"Style","question":"What paddle does Ryan Marsh play with?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","paddle","gear"]},{"id":"kitchen-positioning","category":"Style","question":"What is Ryan Marsh's net positioning strategy?","title":"Ryan Marsh Net Positioning Strategy","excerpt":"Aligned with their Control rating of 62%.","answer":"They focus on aggressive/soft kitchen lines based on a Control rating of 62%.","answer_detail":"Fast transition from baseline to net minimizes opponents' chances to speed up balls.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","positioning","style"]},{"id":"third-shot-drop-accuracy","category":"Style","question":"What is Ryan Marsh's estimated third shot drop accuracy?","title":"Ryan Marsh Third Shot Drop Accuracy","excerpt":"Aligned with their Control rating score of 62%.","answer":"Their drop accuracy correlates with a Control metric score of 62%.","answer_detail":"Third shot drops must clear the net and drop low into the kitchen to neutralize attacks.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","drop","control"]},{"id":"overhead-smash-power","category":"Style","question":"How powerful is Ryan Marsh's overhead smash?","title":"Ryan Marsh Overhead Smash Power","excerpt":"Aligned with their Power rating score of 82%.","answer":"Their smash velocity aligns with a Power metric score of 82%.","answer_detail":"Smashing high lobs requires precision and power to secure point endings.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","smash","power"]},{"id":"court-coverage-speed","category":"Style","question":"What is Ryan Marsh's court coverage speed?","title":"Ryan Marsh Court Coverage Speed","excerpt":"Aligned with their Agility metric score of 92%.","answer":"Their coverage speed aligns with an Agility metric score of 92%.","answer_detail":"Retrieving deep lobs and angled drives demands high court agility and stamina.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","speed","agility"]},{"id":"topspin-roll-efficiency","category":"Style","question":"How efficient is Ryan Marsh's topspin roll?","title":"Ryan Marsh Topspin Efficiency","excerpt":"Aligned with their Spin metric score of 72%.","answer":"Their topspin roll efficiency aligns with a Spin metric score of 72%.","answer_detail":"Topspin rolls force balls to drop faster after clearing the net, making them hard to smash.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","topspin","spin"]},{"id":"match-play-endurance","category":"Style","question":"How resilient is Ryan Marsh's match play endurance?","title":"Ryan Marsh Match Endurance","excerpt":"Aligned with their Stamina metric score of 82%.","answer":"Their endurance aligns with a Stamina metric score of 82%.","answer_detail":"Consistent play across 3+ set matches requires cardiorespiratory fitness.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","endurance","stamina"]},{"id":"dinking-patience-level","category":"Style","question":"What is Ryan Marsh's dinking patience level?","title":"Ryan Marsh Dinking Patience","excerpt":"Aligned with their Control rating score of 62%.","answer":"They show high dinking patience, matching a Control metric score of 62%.","answer_detail":"Patience near the non-volley zone forces opponents to make mistakes first.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","dinking","control"]},{"id":"drive-velocity-estimate","category":"Style","question":"What is Ryan Marsh's estimated baseline drive velocity?","title":"Ryan Marsh Baseline Drive Velocity","excerpt":"Aligned with their Power rating score of 82%.","answer":"Their drive velocity is estimated based on their Power metric score of 82%.","answer_detail":"Aggressive baseline drives create openings for partners to step up to the net.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","drive","power"]},{"id":"best-partner","category":"Chemistry","question":"Who is Ryan Marsh's best doubles partner?","title":"Ryan Marsh Best Teammate Chemistry","excerpt":"Top partner: Erick OConor (DUPR: 5.04).","answer":"Their best partner is Erick OConor (DUPR rating: 5.04) with a chemistry score of 93%.","answer_detail":"Teammate chemistry is derived from GPN match logs and victory ratios.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","partner","chemistry"]},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Ryan Marsh played with their best partner?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","chemistry","matches"]},{"id":"average-partner-dupr","category":"Chemistry","question":"What is the average rating of Ryan Marsh's partners?","title":"Ryan Marsh Average Teammate Rating","excerpt":"Average partner DUPR: 4.78.","answer":"The average doubles DUPR of their partners is 4.78.","answer_detail":"Teammate averages indicate the general skill tier of their doubles network.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","partner","average"]},{"id":"average-opponent-dupr","category":"Chemistry","question":"What is the average DUPR of Ryan Marsh's opponents?","title":"Ryan Marsh Average Opponent Rating","excerpt":"Average opponent DUPR: 4.72.","answer":"The average doubles DUPR of their opponents is 4.72.","answer_detail":"Opponent rating averages measure the difficulty of schedule ladders they face.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","opponent","average"]},{"id":"is-beginner-friendly-partner","category":"Chemistry","question":"Is Ryan Marsh a beginner-friendly partner?","title":"Ryan Marsh Beginner Compatibility","excerpt":"Based on doubles rating: 4.598.","answer":"They are beginner-friendly if their doubles rating is below 3.50. Their rating is 4.598.","answer_detail":"Players above 4.00 focus on fast-paced, competitive tournament sets. Novices should match with players under 3.50.","last_verified":"2026-06-05","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 93%.","answer":"Partner chemistry is calculated from shared match count and team win rate (93%).","answer_detail":"Higher chemistry represents matches played together and winning setups in GPN tournaments.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","partner","methodology"]},{"id":"partner-match-win-rate","category":"Chemistry","question":"What is the team win rate with Ryan Marsh's best partner?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","win-rate","chemistry"]},{"id":"mixed-doubles-experience","category":"Chemistry","question":"Does Ryan Marsh have mixed doubles match experience?","title":"Ryan Marsh Mixed Doubles Experience","excerpt":"Compiled from their DUPR match logs.","answer":"Yes, they play mixed doubles depending on tournament setups in Island Park, ID, US.","answer_detail":"Mixed doubles brackets require strategic coordination regarding court coverage and kitchen targets.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","mixed-doubles","chemistry"]},{"id":"teammate-alignment-style","category":"Chemistry","question":"How does Ryan Marsh align with their partners' playstyles?","title":"Ryan Marsh Teammate Alignment Style","excerpt":"Aligned with a playstyle of All-Court Defensive Wall.","answer":"They align with partner setups based on their playstyle of \"All-Court Defensive Wall\".","answer_detail":"A player specializing in power complements partners specializing in soft kitchen resets.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","partner","style"]},{"id":"team-communication-etiquette","category":"Chemistry","question":"What is Ryan Marsh's team communication style?","title":"Ryan Marsh 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","communication","etiquette"]},{"id":"nearby-restaurants","category":"Dining","question":"What restaurants are nearby Ryan Marsh's home court?","title":"Restaurants Near Ryan Marsh's Home Court","excerpt":"Partner restaurants located around their preferred facility Saint George, UT, USA.","answer":"Here are the recommended restaurants near Saint George, UT, USA:\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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","dining","restaurants"]},{"id":"post-match-dining","category":"Dining","question":"Where is the best dining spot for Ryan Marsh after matches?","title":"Post-Match Dining Near Saint George, UT, USA","excerpt":"Dining spots near their preferred court Saint George, UT, USA.","answer":"We recommend visiting one of our partner locations near Saint George, UT, USA:\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":"2026-06-05","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 Ryan Marsh's preferred court?","title":"Asian Dining Near Saint George, UT, USA","excerpt":"Partner dining list matching Saint George, UT, USA.","answer":"Check out these partner venues located near Saint George, UT, USA:\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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","dining","chinese"]},{"id":"dining-options-transit","category":"Dining","question":"How accessible are the dining spots near Ryan Marsh's home court?","title":"Dining Accessibility Near Saint George, UT, USA","excerpt":"Accessibility of restaurants near Saint George, UT, USA.","answer":"The partner restaurants near Saint George, UT, USA 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","dining","accessibility"]},{"id":"recommended-cafe-nearby","category":"Dining","question":"Is there a cafe near Ryan Marsh's preferred court?","title":"Cafes Near Saint George, UT, USA","excerpt":"Cafe locations near Saint George, UT, USA.","answer":"For coffee or tea post-game, visit these partner sites near Saint George, UT, USA:\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":"2026-06-05","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 Ryan Marsh?","title":"Machine-Readable JSON API for Ryan Marsh","excerpt":"Retrieve details from GET /api/knowledge/player-ryan-marsh-N5DNGW.","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-ryan-marsh-N5DNGW or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-ryan-marsh-N5DNGW?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":"2026-06-05","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 Ryan Marsh?","title":"Markdown Summary download for Ryan Marsh","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-ryan-marsh-N5DNGW?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","markdown","developers"]},{"id":"sitemap-coverage","category":"Developers","question":"Is Ryan Marsh's FAQ page indexed in the sitemap?","title":"Sitemap Indexing status for Ryan Marsh","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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","sitemap","developers"]},{"id":"robots-txt-access","category":"Developers","question":"Can AI search engines crawl Ryan Marsh'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":"2026-06-05","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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","agent-readiness","developers"]},{"id":"points-pct-ratio","category":"Performance","question":"How does Ryan Marsh's points won percentage relate to their DUPR rating?","title":"Ryan Marsh - How does Ryan Marsh's points won percentage relate to their DUPR rating","excerpt":"Details regarding points pct ratio.","answer":"Their points won percentage of 46.5% directly supports their DUPR rating of 4.598.","answer_detail":"Points percentages isolate single point efficiency. Stabilizing points above 50% guarantees upward DUPR adjustments over long match logs.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"points-spread-commentary","category":"Performance","question":"What does the points won percentage suggest about Ryan Marsh's match sets?","title":"Ryan Marsh - What does the points won percentage suggest about Ryan Marsh's match sets","excerpt":"Details regarding points spread commentary.","answer":"With a score of 46.5%, 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"singles-play-coverage","category":"Performance","question":"What court coverage tactics does Ryan Marsh employ in singles matches?","title":"Ryan Marsh - What court coverage tactics does Ryan Marsh employ in singles matches","excerpt":"Details regarding singles play coverage.","answer":"Based on their singles rating of 0 and Agility of 92%, 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"]},{"id":"singles-rating-accuracy","category":"Performance","question":"How accurate is the 0 singles DUPR rating for Ryan Marsh?","title":"Ryan Marsh - How accurate is the 0 singles DUPR rating for Ryan Marsh","excerpt":"Details regarding singles rating accuracy.","answer":"The accuracy depends on the singles reliability score, which is currently recorded as 0%.","answer_detail":"Reliability above 50% represents solid match counts. If the value is low, treat the rating as an estimate.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"]},{"id":"rating-adjustments-wins","category":"Performance","question":"How much does Ryan Marsh's DUPR rating increase after a win?","title":"Ryan Marsh - How much does Ryan Marsh's DUPR rating increase after a win","excerpt":"Details regarding rating adjustments wins.","answer":"Rating increases depend on opponents' ratings (currently averaging 4.72 DUPR) and rating half-life.","answer_detail":"Beating opponents rated higher than their current doubles rating of 4.598 yields larger score increases.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"]},{"id":"rating-adjustments-losses","category":"Performance","question":"How does a match loss impact Ryan Marsh's DUPR rating?","title":"Ryan Marsh - How does a match loss impact Ryan Marsh's DUPR rating","excerpt":"Details regarding rating adjustments losses.","answer":"Loss adjustments are minimized if opponents average 4.72 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"]},{"id":"clutch-performance-wins","category":"Performance","question":"How does Ryan Marsh perform in tournament final rounds?","title":"Ryan Marsh - How does Ryan Marsh perform in tournament final rounds","excerpt":"Details regarding clutch performance wins.","answer":"Based on 45 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":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","performance","clutch"]},{"id":"matchup-balance-factor","category":"Performance","question":"What is the matchup balance factor for Ryan Marsh's games?","title":"Ryan Marsh - What is the matchup balance factor for Ryan Marsh's games","excerpt":"Details regarding matchup balance factor.","answer":"Their games show high balance, with opponent ratings averaging 4.72 DUPR.","answer_detail":"Playing against balanced opposition ensures rating reliability increases steadily without sharp fluctuations.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","performance","matchup"]},{"id":"points-efficiency-analysis","category":"Performance","question":"What is Ryan Marsh's point winning efficiency during service games?","title":"Ryan Marsh - What is Ryan Marsh'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 46.4%.","answer_detail":"Server advantages are crucial. Strong serves allow teams to dominate the net early in the rally.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"kitchen-play-dominance","category":"Performance","question":"How dominant is Ryan Marsh's kitchen play?","title":"Ryan Marsh - How dominant is Ryan Marsh's kitchen play","excerpt":"Details regarding kitchen play dominance.","answer":"Their kitchen play dominance is supported by a Control rating score of 62%.","answer_detail":"Dominance is established by forcing opponent unforced errors through precise roll dinks.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","performance","kitchen"]},{"id":"expanded-metric-question-11","category":"Performance","question":"How does Ryan Marsh's performance rating score affect their matchup choices (No. 11)?","title":"Ryan Marsh Performance Matchup Guide 11","excerpt":"Analysis of GPN matchup factors for Ryan Marsh under index 11.","answer":"Their Performance metrics align with active GPN rosters in Island Park, ID, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-11"]},{"id":"expanded-metric-question-12","category":"History","question":"How does Ryan Marsh's history rating score affect their matchup choices (No. 12)?","title":"Ryan Marsh History Matchup Guide 12","excerpt":"Analysis of GPN matchup factors for Ryan Marsh under index 12.","answer":"Their History metrics align with active GPN rosters in Island Park, ID, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","history","metric-12"]},{"id":"expanded-metric-question-13","category":"Style","question":"How does Ryan Marsh's style rating score affect their matchup choices (No. 13)?","title":"Ryan Marsh Style Matchup Guide 13","excerpt":"Analysis of GPN matchup factors for Ryan Marsh under index 13.","answer":"Their Style metrics align with active GPN rosters in Island Park, ID, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","style","metric-13"]},{"id":"expanded-metric-question-14","category":"Activity","question":"How does Ryan Marsh's activity rating score affect their matchup choices (No. 14)?","title":"Ryan Marsh Activity Matchup Guide 14","excerpt":"Analysis of GPN matchup factors for Ryan Marsh under index 14.","answer":"Their Activity metrics align with active GPN rosters in Island Park, ID, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-06-05","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-14"]}],"data":{"dupr_id":"N5DNGW","full_name":"Ryan Marsh","gender":"MALE","age":22,"location":"Island Park, ID, US","profile_pic_url":null,"ratings":{"singles":null,"singles_reliability":0,"doubles":4.598,"doubles_reliability":73},"career":{"total_matches":97,"wins":45,"losses":52,"avg_points_won_pct":46.5,"avg_partner_dupr":4.78,"avg_opponent_dupr":4.72,"preferred_court":"Saint George, UT, USA"},"stats":{"sos":5.054,"clutch_index":0,"dpg":-2.46,"home_club":null},"playstyle":{"power":82,"control":62,"agility":92,"spin":72,"stamina":82,"playstyle":"All-Court Defensive Wall","description":"An outstanding defensive asset capable of recovering difficult 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