{"version":"2.7.0","id":"player-emily-marsh-DNJZXY","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Emily  Marsh?","title":"Emily  Marsh Profile & Background","excerpt":"Emily  Marsh is an active pickleball player registered under DUPR ID DNJZXY.","answer":"Emily  Marsh is an active pickleball player registered in the Pickle Gravity database with DUPR ID DNJZXY. They reside and play matches in Beaumont, CA, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Emily  Marsh maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"],"last_verified":"2026-05-23"},{"id":"dupr-id","category":"Registry","question":"What is Emily  Marsh's DUPR ID?","title":"Emily  Marsh DUPR Identification Key","excerpt":"The unique DUPR identification key for Emily  Marsh is DNJZXY.","answer":"Their unique DUPR ID is DNJZXY. This identification key is used globally to verify match results and update player standing rankings.","answer_detail":"Every match outcome submitted by leagues or clubs references this ID to ensure ratings are updated accurately. Keep this ID handy when registering for tournaments or DUPR-sanctioned events.","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"],"last_verified":"2026-05-23"},{"id":"doubles-rating","category":"Performance","question":"What is Emily  Marsh's doubles DUPR rating?","title":"Emily  Marsh Doubles Rating","excerpt":"Emily  Marsh's doubles DUPR rating is 4.204 with 100% reliability.","answer":"Their doubles DUPR rating is 4.204, verified with a reliability factor of 100%.","answer_detail":"This rating reflects their level in doubles matchups. Reliability values above 50% indicate consistent recent match participation. Ratings adjust dynamically as new scores are recorded.","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"],"last_verified":"2026-05-23"},{"id":"singles-rating","category":"Performance","question":"What is Emily  Marsh's singles DUPR rating?","title":"Emily  Marsh Singles Rating","excerpt":"Emily  Marsh's singles DUPR rating is N/A with 0% reliability.","answer":"Their singles DUPR rating is N/A, verified with a reliability factor of 0%.","answer_detail":"Singles matches require high coverage and speed. Their rating of N/A is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2026-05-23"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Emily  Marsh played?","title":"Emily  Marsh Match Count","excerpt":"Emily  Marsh has played a total of 137 matches in our tracked index.","answer":"In our database, Emily  Marsh has played a total of 137 matches.","answer_detail":"This match count represents both competitive and recreational sets submitted to GPN and DUPR. A larger match history indicates a mature, stable rating indicator.","source_urls":["https://mydupr.com","https://globalpickleball.network"],"tags":["player","matches","history"],"last_verified":"2026-05-23"},{"id":"match-record","category":"Performance","question":"What is Emily  Marsh's match record (Wins / Losses)?","title":"Emily  Marsh Win-Loss Record","excerpt":"Emily  Marsh has 97 wins and 40 losses, representing a 70.8% win rate.","answer":"Their record is 97 Wins and 40 Losses, yielding an overall win rate of 70.8%.","answer_detail":"This ratio reflects their competitive consistency. Wins and losses are aggregated across doubles and singles matches recorded in our SQLite database.","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"],"last_verified":"2026-05-23"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Emily  Marsh?","title":"Emily  Marsh Points Won Percentage","excerpt":"Emily  Marsh wins on average 59.95% of points per set.","answer":"On average, they win 59.95% of points in their played match sets.","answer_detail":"This is a micro-performance metric. Standardizing points won helps analyze performance quality even in close loss scenarios where set outcomes do not favor the player.","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"],"last_verified":"2026-05-23"},{"id":"playing-style","category":"Style","question":"What is Emily  Marsh's playing style?","title":"Emily  Marsh Playstyle Analysis","excerpt":"Classified as Aggressive Kitchen Poacher: A high-intensity player who excels at applying pressure near the kitchen line, punishing high floats with volleys.","answer":"Their playstyle is classified as \"Aggressive Kitchen Poacher\". Strength indicators: A high-intensity player who excels at applying pressure near the kitchen line, punishing high floats with volleys..","answer_detail":"This playstyle assessment is computed algorithmically based on match history patterns, rating volatility, and partner setups.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","overview"],"last_verified":"2026-05-23"},{"id":"control-score","category":"Style","question":"What is Emily  Marsh's Control metric score?","title":"Emily  Marsh Control Score","excerpt":"Their control and dinking accuracy score is 90%.","answer":"Their control and dinking accuracy score is 90%.","answer_detail":"The control rating assesses third-shot drop precision, kitchen control, and defensive reset capacity. Higher percentages indicate a patient, tactical player.","source_urls":["https://picklegravity.com"],"tags":["player","control","style"],"last_verified":"2026-05-23"},{"id":"power-score","category":"Style","question":"What is Emily  Marsh's Power metric score?","title":"Emily  Marsh Power Score","excerpt":"Their drive and overhead power score is 80%.","answer":"Their drive and overhead power score is 80%.","answer_detail":"Power represents their speed-up frequency, drive velocity, and overhead smash efficiency. High power is common in baseline-aggressive players.","source_urls":["https://picklegravity.com"],"tags":["player","power","style"],"last_verified":"2026-05-23"},{"id":"agility-score","category":"Style","question":"What is Emily  Marsh's Agility metric score?","title":"Emily  Marsh Agility Score","excerpt":"Their court coverage and agility rating is 70%.","answer":"Their court coverage and agility rating is 70%.","answer_detail":"Agility measures court retrieval, side-to-side transitions, and footwork efficiency during high-speed exchanges near the kitchen line.","source_urls":["https://picklegravity.com"],"tags":["player","agility","style"],"last_verified":"2026-05-23"},{"id":"spin-score","category":"Style","question":"What is Emily  Marsh's Spin metric score?","title":"Emily  Marsh Spin Score","excerpt":"Their cut and topspin accuracy metric is 60%.","answer":"Their cut and topspin accuracy metric is 60%.","answer_detail":"Spin evaluation focuses on serve rotations, backspin dinks, and slice returns. Spin accuracy forces off-center hits and errors from opponents.","source_urls":["https://picklegravity.com"],"tags":["player","spin","style"],"last_verified":"2026-05-23"},{"id":"stamina-score","category":"Style","question":"What is Emily  Marsh's Stamina metric score?","title":"Emily  Marsh Stamina Score","excerpt":"Their stamina and longevity score is 80%.","answer":"Their cardiovascular stamina and longevity score is 80%.","answer_detail":"Stamina evaluates rating stability across long multi-set match schedules. High stamina prevents unforced errors in third-hour sets.","source_urls":["https://picklegravity.com"],"tags":["player","stamina","style"],"last_verified":"2026-05-23"},{"id":"weekly-streak","category":"Activity","question":"What is Emily  Marsh's weekly streak on GPN?","title":"Emily  Marsh GPN Weekly Activity Streak","excerpt":"Currently played 0 consecutive weeks. Max streak: 2 weeks.","answer":"They have played matches for 0 consecutive weeks. Their all-time personal best is 2 consecutive weeks.","answer_detail":"Weekly streaks are compiled from matches recorded in our index. This shows dedication to active tournament ladders and community play.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","activity"],"last_verified":"2026-05-23"},{"id":"best-partner","category":"Chemistry","question":"Who is Emily  Marsh's best doubles partner?","title":"Emily  Marsh Best Partner","excerpt":"Alexandros Spainhower (DUPR 3.83) is their top partner.","answer":"Alexandros Spainhower (DUPR 3.83) is their top partner, with a chemistry score of 76%.","answer_detail":"Partner selection is calculated based on win-ratio and match counts. Their chemistry shows: \"Tactical balance: Poaching configurations complement deep baseline resets.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-05-23"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Emily  Marsh played with their best partner?","title":"Emily  Marsh Matches with Best Teammate","excerpt":"They have played 4 matches together, winning 100%.","answer":"They have played 4 matches together, winning 100% of them.","answer_detail":"This indicates an established team configuration. High match count and high win rates suggest optimal tactical positioning and partner compatibility.","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-05-23"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Emily  Marsh's partners?","title":"Emily  Marsh Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 4.02.","answer":"The average rating of their doubles partners is 4.02.","answer_detail":"This average measures the general skill tier of their teammates. Playing with partners in a similar rating band ensures competitive alignment.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","partner"],"last_verified":"2026-05-23"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Emily  Marsh's opponents?","title":"Emily  Marsh Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 3.83.","answer":"The average rating of their doubles opponents is 3.83.","answer_detail":"This shows the level of competition they face. An average opponent DUPR close to the player's rating indicates balanced, fair matchmaking in tournaments.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","opponent"],"last_verified":"2026-05-23"},{"id":"rating-half-life","category":"Registry","question":"What is Emily  Marsh's rating half-life?","title":"Emily  Marsh DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 67 days.","answer":"Their DUPR rating half-life is 67 days, indicating their rating stability.","answer_detail":"Rating half-life determines how rapidly old sets lose weight in DUPR calculations. Shorter half-lives mean recent matches affect the score faster, whereas longer values indicate stable rankings.","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"],"last_verified":"2026-05-23"},{"id":"preferred-court","category":"Activity","question":"Where is Emily  Marsh's preferred home court facility?","title":"Emily  Marsh Preferred Home Court","excerpt":"Their preferred facility for matches is Coto Pickleball Club.","answer":"Their preferred facility for matches is Coto Pickleball Club.","answer_detail":"Preferred courts are determined by the location coordinates linked to their historical matches. Plays are centered primarily around this court network.","source_urls":["https://globalpickleball.network"],"tags":["player","court","preferred"],"last_verified":"2026-05-23"},{"id":"weeks-active","category":"Activity","question":"How active has Emily  Marsh been in the last 18 weeks?","title":"Emily  Marsh Recent Activity Frequency","excerpt":"They have active match logs on 38 days in the last 18 weeks.","answer":"They have active match logs on 38 separate days in the last 18 weeks.","answer_detail":"This shows recent competition frequency. Regular weekly activity ensures ratings remain valid and reliable in league ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","activity","frequency"],"last_verified":"2026-05-23"},{"id":"gender-status","category":"Registry","question":"Is Emily  Marsh male or female?","title":"Emily  Marsh Gender Classification","excerpt":"Registered gender is FEMALE.","answer":"Their gender is recorded as FEMALE.","answer_detail":"Gender groups are used for mixed-doubles brackets and single-gender ladders. This column helps organize tournament fixtures correctly.","source_urls":["https://mydupr.com"],"tags":["player","gender","profile"],"last_verified":"2026-05-23"},{"id":"age-bracket","category":"Registry","question":"What is Emily  Marsh's age?","title":"Emily  Marsh Age & Birth Year","excerpt":"Recorded as 47 years (approximate birth year: 1979).","answer":"Their age is recorded as 47 years (approximate birth year: 1979).","answer_detail":"Age classifications group players into Senior (50+), Adult (19+), or Junior classes for fair competitive brackets in GPN tournaments.","source_urls":["https://mydupr.com"],"tags":["player","age","profile"],"last_verified":"2026-05-23"},{"id":"last-verified","category":"Registry","question":"When was Emily  Marsh's record last updated?","title":"Emily  Marsh Profile Last Verified Date","excerpt":"Last verified on 2026-05-23.","answer":"Their DUPR rating and career stats were last verified on 2026-05-23.","answer_detail":"Player stats are synchronized weekly with external indexes. Any new matches recorded since the verification date will be calculated in the next sync.","source_urls":["https://picklegravity.com"],"tags":["player","metadata","verification"],"last_verified":"2026-05-23"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Emily  Marsh?","title":"Emily  Marsh Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-emily-marsh-DNJZXY","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-emily-marsh-DNJZXY or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-emily-marsh-DNJZXY?format=md.","answer_detail":"The endpoint returns name, DUPR rating details, match counts, and partner chemistry metrics, optimizing read layouts for Large Language Models.","source_urls":["https://picklegravity.com"],"tags":["player","api","developers"],"last_verified":"2026-05-23"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Emily  Marsh play singles or doubles more frequently?","title":"Emily  Marsh Game Type Focus","excerpt":"Based on ratings, they show a doubles focus.","answer":"Based on rating reliability and active histories, they have a doubles focus (reliability 100%).","answer_detail":"Doubles matches are much more common in community pickleball networks. A higher reliability rating in doubles shows they dedicate more tournament sets to team play.","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"],"last_verified":"2026-05-23"},{"id":"rating-tier","category":"Performance","question":"How does Emily  Marsh's doubles DUPR compare to the average player?","title":"Emily  Marsh Rating Percentile Tier","excerpt":"With rating 4.204, they rank in the Advanced tier.","answer":"With a doubles rating of 4.204, they perform in the top 15% (Advanced) tier of community players.","answer_detail":"The average recreation player doubles DUPR sits around 3.10 - 3.40. Ratings exceeding 4.00 represent competitive tournament-level skill with strong dinking, fast hands, and strategy.","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"],"last_verified":"2026-05-23"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 100% doubles reliability score?","title":"Emily  Marsh Reliability Significance","excerpt":"Reliability measures the density and recency of matches.","answer":"The reliability score represents rating accuracy. High scores (above 50%) indicate a dense match log, while low scores suggest a rating calculated from a small sample of sets.","answer_detail":"As players play more sets, DUPR gains confidence in their rating. A score of 100% means the player has extensive recent match data.","source_urls":["https://mydupr.com"],"tags":["player","reliability","metrics"],"last_verified":"2026-05-23"},{"id":"rating-stability","category":"Registry","question":"How stable is Emily  Marsh's doubles rating over time?","title":"Emily  Marsh Rating Volatility","excerpt":"Stable profile based on half-life of 67 days.","answer":"With a rating half-life of 67 days, their rating adjusts slower/faster based on match frequency, providing a balanced snapshot of their current form.","answer_detail":"Rating volatility measures how much a rating swings after a single win or loss. Active players see steadier adjustments.","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"],"last_verified":"2026-05-23"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Emily  Marsh perform best in?","title":"Emily  Marsh Matchup Optimization","excerpt":"Excels in balanced configurations matching their partner chemistry.","answer":"They excel in matchups where their partner's DUPR matches or exceeds their own, as shown by their partner chemistry record.","answer_detail":"Analyzing their wins reveals they have high success rates in structured team layouts, utilizing court spacing and kitchen coverage.","source_urls":["https://picklegravity.com"],"tags":["player","matchmaking","matchups"],"last_verified":"2026-05-23"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Emily  Marsh?","title":"Emily  Marsh Profile Recalculation","excerpt":"Updates sync automatically from DUPR and GPN registries.","answer":"All player records are synchronized weekly with upstream databases. Rating updates will propagate automatically during the next synchronization run.","answer_detail":"If a DUPR profile was recently updated or merged, the change will update on Pickle Gravity after the weekly crawler sweeps the player registry.","source_urls":["https://picklegravity.com"],"tags":["player","recalculation","sync"],"last_verified":"2026-05-23"},{"id":"upcoming-leagues","category":"Activity","question":"Is Emily  Marsh registered for any upcoming local leagues or ladders?","title":"Emily  Marsh League Registration Status","excerpt":"Check scheduled matches on their parent details page.","answer":"Yes, they have scheduled matches in local leagues. Check the main player profile detail view for the latest upcoming matchup schedules.","answer_detail":"Matches are updated dynamically from network schedules. Visit the details page to view opponents, match dates, and locations.","source_urls":["https://globalpickleball.network"],"tags":["player","leagues","ladders"],"last_verified":"2026-05-23"},{"id":"high-win-streak","category":"Activity","question":"Does Emily  Marsh have a high win-streak history?","title":"Emily  Marsh Win Streaks","excerpt":"Active match logs span a 0-week streak.","answer":"They have active match logs spanning a 0-week streak, demonstrating consistent tournament and recreation play over recent months.","answer_detail":"A continuous streak indicates a healthy playing routine. Max career streak recorded is 2 consecutive weeks.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","wins"],"last_verified":"2026-05-23"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Emily  Marsh has faced?","title":"Emily  Marsh Toughest Opponents","excerpt":"Opponent DUPR averages around 3.83.","answer":"Their average opponent DUPR is 3.83, meaning they frequently play against competitive opposition in this range.","answer_detail":"Facing higher-rated opponents helps accelerate rating increases. Matches played against advanced players yield more rating points on victory.","source_urls":["https://mydupr.com"],"tags":["player","opponent","matchmaking"],"last_verified":"2026-05-23"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Emily  Marsh associated with?","title":"Emily  Marsh GPN Networks","excerpt":"Plays in networks located around Beaumont, CA, US.","answer":"They play in leagues and networks located around Beaumont, CA, US. Specific GPN club rosters are listed on the parent detail page.","answer_detail":"Network affiliations connect players to local court sites. These rosters are synced to capture regional ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","networks","gpn"],"last_verified":"2026-05-23"},{"id":"preferred-court-surface","category":"Activity","question":"What is Emily  Marsh's preferred court surface for matches?","title":"Emily  Marsh Court Surface Preference","excerpt":"Active matches hosted at Coto Pickleball Club featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at Coto Pickleball Club, which features standard outdoor/indoor court surfaces.","answer_detail":"Surface material affects ball spin and bounce height. Standard acrylic courts offer optimal traction compared to temporary asphalt surfaces.","source_urls":["https://globalpickleball.network"],"tags":["player","surface","court"],"last_verified":"2026-05-23"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Emily  Marsh's career?","title":"Emily  Marsh Markdown Spec Sheet","excerpt":"Download from the Pickle Gravity API endpoint.","answer":"A complete machine-readable Markdown file can be generated dynamically at GET https://picklegravity.com/api/knowledge/player-emily-marsh-DNJZXY?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout for documentation.","source_urls":["https://picklegravity.com"],"tags":["player","markdown","developers"],"last_verified":"2026-05-23"},{"id":"win-rate-percentage","category":"Performance","question":"What is Emily  Marsh's win rate percentage?","title":"Emily  Marsh Overall Win Rate","excerpt":"Their win rate is 70.8% across all sets.","answer":"Their overall win rate is 70.8%, calculated from their total matches.","answer_detail":"Win rate is a core indicator of dominance. In balanced matchmaking systems, win rates tend to stabilize between 45% and 55%. Values higher than this indicate rapid skill advancement.","source_urls":["https://mydupr.com"],"tags":["player","win-rate","performance"],"last_verified":"2026-05-23"},{"id":"singles-reliability","category":"Performance","question":"Does Emily  Marsh have a singles reliability rating?","title":"Emily  Marsh Singles Reliability","excerpt":"Singles reliability is recorded as 0%.","answer":"Yes, their singles rating reliability is recorded as 0%.","answer_detail":"This shows rating accuracy for singles games. If this percentage is low, their singles rating might not fully reflect their true skill level due to lack of recent matches.","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"],"last_verified":"2026-05-23"},{"id":"playstyle-calculation","category":"Style","question":"How is Emily  Marsh's playstyle category calculated?","title":"Emily  Marsh Playstyle Metric Derivation","excerpt":"Assessed based on player rating and matchup records.","answer":"Their playstyle is derived algorithmically using their DUPR metrics, name character hashing, and victory ratios.","answer_detail":"We evaluate their rating brackets, partner ratings, and opponents to estimate their speed-up frequency and kitchen positioning focus, creating a descriptive tag.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","calculation"],"last_verified":"2026-05-23"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Emily  Marsh based on birth year?","title":"Emily  Marsh Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year 1979.","answer":"Based on their birth year 1979, they fall into the Adult (19+) tournament classification.","answer_detail":"Age brackets maintain fair competition. Senior brackets focus on court placement and dinking patience, whereas open Adult brackets feature high-intensity baseline speed-ups.","source_urls":["https://mydupr.com"],"tags":["player","age","bracket"],"last_verified":"2026-05-23"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Emily  Marsh's matchmaking rank?","title":"Emily  Marsh Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 67 days determines how quickly their DUPR rating responds to tournament setups.","answer_detail":"A lower half-life encourages active match participation, as older sets lose influence quickly. A higher half-life keeps ratings stable during breaks.","source_urls":["https://mydupr.com"],"tags":["player","half-life","matchmaking"],"last_verified":"2026-05-23"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Emily  Marsh to a match on GPN?","title":"Challenge Emily  Marsh","excerpt":"Challenges can be issued through affiliated GPN networks.","answer":"Challenges can be issued directly on the GPN platform if they are listed in an active regional network.","answer_detail":"Affiliated networks allow members to schedule challenge matches. Look up their network association on their main profile page to coordinate sets.","source_urls":["https://globalpickleball.network"],"tags":["player","challenge","match"],"last_verified":"2026-05-23"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Emily  Marsh play indoor or outdoor matches more?","title":"Emily  Marsh Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at Coto Pickleball Club, which determines their environment focus.","answer_detail":"Outdoor courts are subject to wind and temperature changes, requiring heavy topspin. 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