{"version":"2.7.0","id":"player-doug-miller-3ZQ6WP","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Doug Miller?","title":"Doug Miller Profile & Background","excerpt":"Doug Miller is an active pickleball player registered under DUPR ID 3ZQ6WP.","answer":"Doug Miller is an active pickleball player registered in the Pickle Gravity database with DUPR ID 3ZQ6WP. They reside and play matches in Hickory, NC, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Doug Miller 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":"2025-07-19"},{"id":"dupr-id","category":"Registry","question":"What is Doug Miller's DUPR ID?","title":"Doug Miller DUPR Identification Key","excerpt":"The unique DUPR identification key for Doug Miller is 3ZQ6WP.","answer":"Their unique DUPR ID is 3ZQ6WP. 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":"2025-07-19"},{"id":"doubles-rating","category":"Performance","question":"What is Doug Miller's doubles DUPR rating?","title":"Doug Miller Doubles Rating","excerpt":"Doug Miller's doubles DUPR rating is 4.947 with 25% reliability.","answer":"Their doubles DUPR rating is 4.947, verified with a reliability factor of 25%.","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":"2025-07-19"},{"id":"singles-rating","category":"Performance","question":"What is Doug Miller's singles DUPR rating?","title":"Doug Miller Singles Rating","excerpt":"Doug Miller's singles DUPR rating is 4.698 with 3% reliability.","answer":"Their singles DUPR rating is 4.698, verified with a reliability factor of 3%.","answer_detail":"Singles matches require high coverage and speed. Their rating of 4.698 is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2025-07-19"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Doug Miller played?","title":"Doug Miller Match Count","excerpt":"Doug Miller has played a total of 102 matches in our tracked index.","answer":"In our database, Doug Miller has played a total of 102 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":"2025-07-19"},{"id":"match-record","category":"Performance","question":"What is Doug Miller's match record (Wins / Losses)?","title":"Doug Miller Win-Loss Record","excerpt":"Doug Miller has 72 wins and 30 losses, representing a 70.6% win rate.","answer":"Their record is 72 Wins and 30 Losses, yielding an overall win rate of 70.6%.","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":"2025-07-19"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Doug Miller?","title":"Doug Miller Points Won Percentage","excerpt":"Doug Miller wins on average 56.39% of points per set.","answer":"On average, they win 56.39% 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":"2025-07-19"},{"id":"playing-style","category":"Style","question":"What is Doug Miller's playing style?","title":"Doug Miller Playstyle Analysis","excerpt":"Classified as Tactical Baseline Driver: A patient, tactical player who focuses on deep baseline drives and calculated court placement to draw opponent errors.","answer":"Their playstyle is classified as \"Tactical Baseline Driver\". Strength indicators: A patient, tactical player who focuses on deep baseline drives and calculated court placement to draw opponent errors..","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":"2025-07-19"},{"id":"control-score","category":"Style","question":"What is Doug Miller's Control metric score?","title":"Doug Miller Control Score","excerpt":"Their control and dinking accuracy score is 86%.","answer":"Their control and dinking accuracy score is 86%.","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":"2025-07-19"},{"id":"power-score","category":"Style","question":"What is Doug Miller's Power metric score?","title":"Doug Miller Power Score","excerpt":"Their drive and overhead power score is 71%.","answer":"Their drive and overhead power score is 71%.","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":"2025-07-19"},{"id":"agility-score","category":"Style","question":"What is Doug Miller's Agility metric score?","title":"Doug Miller Agility Score","excerpt":"Their court coverage and agility rating is 86%.","answer":"Their court coverage and agility rating is 86%.","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":"2025-07-19"},{"id":"spin-score","category":"Style","question":"What is Doug Miller's Spin metric score?","title":"Doug Miller Spin Score","excerpt":"Their cut and topspin accuracy metric is 91%.","answer":"Their cut and topspin accuracy metric is 91%.","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":"2025-07-19"},{"id":"stamina-score","category":"Style","question":"What is Doug Miller's Stamina metric score?","title":"Doug Miller Stamina Score","excerpt":"Their stamina and longevity score is 71%.","answer":"Their cardiovascular stamina and longevity score is 71%.","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":"2025-07-19"},{"id":"weekly-streak","category":"Activity","question":"What is Doug Miller's weekly streak on GPN?","title":"Doug Miller 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":"2025-07-19"},{"id":"best-partner","category":"Chemistry","question":"Who is Doug Miller's best doubles partner?","title":"Doug Miller Best Partner","excerpt":"Molly Osborne (DUPR 4.45) is their top partner.","answer":"Molly Osborne (DUPR 4.45) is their top partner, with a chemistry score of 83%.","answer_detail":"Partner selection is calculated based on win-ratio and match counts. Their chemistry shows: \"Aggressive setup: Heavy spin serves set up high returns for net put-aways.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2025-07-19"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Doug Miller played with their best partner?","title":"Doug Miller Matches with Best Teammate","excerpt":"They have played 16 matches together, winning 56%.","answer":"They have played 16 matches together, winning 56% 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":"2025-07-19"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Doug Miller's partners?","title":"Doug Miller Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 4.56.","answer":"The average rating of their doubles partners is 4.56.","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":"2025-07-19"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Doug Miller's opponents?","title":"Doug Miller Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 4.52.","answer":"The average rating of their doubles opponents is 4.52.","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":"2025-07-19"},{"id":"rating-half-life","category":"Registry","question":"What is Doug Miller's rating half-life?","title":"Doug Miller DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 2 days.","answer":"Their DUPR rating half-life is 2 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":"2025-07-19"},{"id":"preferred-court","category":"Activity","question":"Where is Doug Miller's preferred home court facility?","title":"Doug Miller Preferred Home Court","excerpt":"Their preferred facility for matches is Newland, NC.","answer":"Their preferred facility for matches is Newland, NC.","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":"2025-07-19"},{"id":"weeks-active","category":"Activity","question":"How active has Doug Miller been in the last 18 weeks?","title":"Doug Miller Recent Activity Frequency","excerpt":"They have active match logs 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":"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":"2025-07-19"},{"id":"gender-status","category":"Registry","question":"Is Doug Miller male or female?","title":"Doug Miller Gender Classification","excerpt":"Registered gender is MALE.","answer":"Their gender is recorded as MALE.","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":"2025-07-19"},{"id":"age-bracket","category":"Registry","question":"What is Doug Miller's age?","title":"Doug Miller 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":"2025-07-19"},{"id":"last-verified","category":"Registry","question":"When was Doug Miller's record last updated?","title":"Doug Miller Profile Last Verified Date","excerpt":"Last verified on 2025-07-19.","answer":"Their DUPR rating and career stats were last verified on 2025-07-19.","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":"2025-07-19"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Doug Miller?","title":"Doug Miller Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-doug-miller-3ZQ6WP","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-doug-miller-3ZQ6WP or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-doug-miller-3ZQ6WP?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":"2025-07-19"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Doug Miller play singles or doubles more frequently?","title":"Doug Miller 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 25%).","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":"2025-07-19"},{"id":"rating-tier","category":"Performance","question":"How does Doug Miller's doubles DUPR compare to the average player?","title":"Doug Miller Rating Percentile Tier","excerpt":"With rating 4.947, they rank in the Elite tier.","answer":"With a doubles rating of 4.947, they perform in the top 5% (Elite) 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":"2025-07-19"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 25% doubles reliability score?","title":"Doug Miller 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":"2025-07-19"},{"id":"rating-stability","category":"Registry","question":"How stable is Doug Miller's doubles rating over time?","title":"Doug Miller Rating Volatility","excerpt":"Stable profile based on half-life of 2 days.","answer":"With a rating half-life of 2 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":"2025-07-19"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Doug Miller perform best in?","title":"Doug Miller 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":"2025-07-19"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Doug Miller?","title":"Doug Miller 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":"2025-07-19"},{"id":"upcoming-leagues","category":"Activity","question":"Is Doug Miller registered for any upcoming local leagues or ladders?","title":"Doug Miller 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":"2025-07-19"},{"id":"high-win-streak","category":"Activity","question":"Does Doug Miller have a high win-streak history?","title":"Doug Miller 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":"2025-07-19"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Doug Miller has faced?","title":"Doug Miller Toughest Opponents","excerpt":"Opponent DUPR averages around 4.52.","answer":"Their average opponent DUPR is 4.52, 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":"2025-07-19"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Doug Miller associated with?","title":"Doug Miller GPN Networks","excerpt":"Plays in networks located around Hickory, NC, US.","answer":"They play in leagues and networks located around Hickory, NC, 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":"2025-07-19"},{"id":"preferred-court-surface","category":"Activity","question":"What is Doug Miller's preferred court surface for matches?","title":"Doug Miller Court Surface Preference","excerpt":"Active matches hosted at Newland, NC featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at Newland, NC, 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":"2025-07-19"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Doug Miller's career?","title":"Doug Miller 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-doug-miller-3ZQ6WP?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":"2025-07-19"},{"id":"win-rate-percentage","category":"Performance","question":"What is Doug Miller's win rate percentage?","title":"Doug Miller Overall Win Rate","excerpt":"Their win rate is 70.6% across all sets.","answer":"Their overall win rate is 70.6%, 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":"2025-07-19"},{"id":"singles-reliability","category":"Performance","question":"Does Doug Miller have a singles reliability rating?","title":"Doug Miller Singles Reliability","excerpt":"Singles reliability is recorded as 3%.","answer":"Yes, their singles rating reliability is recorded as 3%.","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":"2025-07-19"},{"id":"playstyle-calculation","category":"Style","question":"How is Doug Miller's playstyle category calculated?","title":"Doug Miller 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":"2025-07-19"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Doug Miller based on birth year?","title":"Doug Miller 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":"2025-07-19"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Doug Miller's matchmaking rank?","title":"Doug Miller Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 2 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":"2025-07-19"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Doug Miller to a match on GPN?","title":"Challenge Doug Miller","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":"2025-07-19"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Doug Miller play indoor or outdoor matches more?","title":"Doug Miller Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at Newland, NC, which determines their environment focus.","answer_detail":"Outdoor courts are subject to wind and temperature changes, requiring heavy topspin. Indoor play has zero wind resistance, yielding faster ball speeds.","source_urls":["https://globalpickleball.network"],"tags":["player","environment","court"],"last_verified":"2025-07-19"},{"id":"is-beginner-friendly-partner","category":"Overview","question":"Is Doug Miller a beginner-friendly doubles partner?","title":"Doug Miller Teammate Compatibility for Beginners","excerpt":"Assessing compatibility based on their doubles rating of 4.947.","answer":"Doug Miller has a doubles rating of 4.947. Partners with ratings under 3.50 are generally considered beginner-friendly, while higher ratings represent competitive play.","answer_detail":"If their doubles DUPR rating is under 3.50, they are well-suited for beginners looking to learn. Ratings between 3.50 and 4.00 represent intermediate players, and ratings above 4.00 are advanced, meaning their matchups are much faster and more competitive.","source_urls":["https://picklegravity.com"],"tags":["player","compatibility","beginner"],"last_verified":"2025-07-19"},{"id":"matchmaking-tier","category":"Performance","question":"What is the optimal matchmaking range for Doug Miller?","title":"Doug Miller Recommended Matchmaking Bracket","excerpt":"Optimal opponent doubles rating: 4.70 to 5.20.","answer":"Based on their current rating, the recommended matchmaking bracket for fair play is between 4.70 and 5.20 DUPR.","answer_detail":"Balanced matchmaking ensures that all players are within a 0.25 to 0.50 rating margin. Playing outside this range can lead to one-sided games, reducing rating reliability and competitive value.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","bracket"],"last_verified":"2025-07-19"}],"data":{"dupr_id":"3ZQ6WP","full_name":"Doug Miller","gender":"MALE","age":47,"location":"Hickory, NC, US","profile_pic_url":null,"ratings":{"singles":4.698,"singles_reliability":3,"doubles":4.947,"doubles_reliability":25},"career":{"total_matches":102,"wins":72,"losses":30,"avg_points_won_pct":56.39,"avg_partner_dupr":4.56,"avg_opponent_dupr":4.52,"preferred_court":"Newland, NC"},"stats":{"sos":4.515,"clutch_index":0,"dpg":-9.07,"home_club":null},"playstyle":{"power":71,"control":86,"agility":86,"spin":91,"stamina":71,"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":"Molly Osborne","dupr_id":"8JMDKJ","rating":"4.45","matches":16,"winRate":56,"chemistryScore":83,"chemistryDescription":"Aggressive setup: Heavy spin serves set up high returns for net put-aways."},"dedication_matrix":{"total_matches":48,"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":2},{"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":1},{"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":"2024-09-08","rating":4.799,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-75","date":"2024-09-23","rating":4.831,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-60","date":"2024-10-08","rating":4.849,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-45","date":"2024-10-23","rating":4.865,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-30","date":"2024-11-07","rating":4.895,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-15","date":"2024-11-22","rating":4.93,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"5152298482","date":"2024-12-07","rating":5.166,"event_name":"Dink The Halls 3 Indoor Pickleball Tourney - Hosted by PickleballTourneys.com - Mens Singles Skill: (5.0+/Open) Age: (Any)","outcome":"Win"},{"match_id":"4908000247","date":"2025-02-23","rating":5.007,"event_name":"The Summit 2nd Annual Winter Slam - Mixed Doubles 4.5+","outcome":"Loss"},{"match_id":"6169414261","date":"2025-02-23","rating":5.049,"event_name":"The Summit 2nd Annual Winter Slam - Mixed Doubles 4.5+","outcome":"Win"},{"match_id":"5471620659","date":"2025-02-23","rating":5.01,"event_name":"The Summit 2nd Annual Winter Slam - Mixed Doubles 4.5+","outcome":"Loss"},{"match_id":"5955392299","date":"2025-02-23","rating":5.119,"event_name":"The Summit 2nd Annual Winter Slam - Mixed Doubles 4.5+","outcome":"Loss"},{"match_id":"8449106030","date":"2025-02-23","rating":5.212,"event_name":"The Summit 2nd Annual Winter Slam - Mixed Doubles 4.5+","outcome":"Win"},{"match_id":"4427317807","date":"2025-02-24","rating":4.93,"event_name":"The Summit 2nd Annual Winter Slam - Mixed Doubles 4.5+","outcome":"Loss"},{"match_id":"7718522231","date":"2025-02-24","rating":4.986,"event_name":"The Summit 2nd Annual Winter Slam - Mixed Doubles 4.5+","outcome":"Loss"},{"match_id":"7905607102","date":"2025-05-30","rating":4.996,"event_name":"FCC Pickleball Tournament at Rock Barn 2025 - MONEYBALL OPEN Doubles","outcome":"Win"},{"match_id":"6657723227","date":"2025-05-30","rating":4.964,"event_name":"FCC Pickleball Tournament at Rock Barn 2025 - MONEYBALL OPEN Doubles","outcome":"Win"},{"match_id":"4883074058","date":"2025-05-30","rating":4.935,"event_name":"FCC Pickleball Tournament at Rock Barn 2025 - MONEYBALL OPEN Doubles","outcome":"Loss"},{"match_id":"4984287593","date":"2025-05-30","rating":4.982,"event_name":"FCC Pickleball Tournament at Rock Barn 2025 - MONEYBALL OPEN Doubles","outcome":"Win"},{"match_id":"6219138171","date":"2025-05-30","rating":4.982,"event_name":"FCC Pickleball Tournament at Rock Barn 2025 - MONEYBALL OPEN Doubles","outcome":"Loss"},{"match_id":"4318451695","date":"2025-05-30","rating":5.024,"event_name":"FCC Pickleball Tournament at Rock Barn 2025 - MONEYBALL OPEN Doubles","outcome":"Win"},{"match_id":"5392674172","date":"2025-05-30","rating":5.02,"event_name":"FCC Pickleball Tournament at Rock Barn 2025 - MONEYBALL OPEN Doubles","outcome":"Win"},{"match_id":"6304810680","date":"2025-07-19","rating":4.947,"event_name":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","outcome":"Win"},{"match_id":"6099502027","date":"2025-07-19","rating":4.942,"event_name":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","outcome":"Loss"},{"match_id":"5702178475","date":"2025-07-19","rating":4.991,"event_name":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","outcome":"Win"},{"match_id":"8350004406","date":"2025-07-19","rating":4.979,"event_name":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","outcome":"Win"},{"match_id":"5730833440","date":"2025-07-19","rating":4.983,"event_name":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","outcome":"Win"},{"match_id":"7381623348","date":"2025-07-19","rating":4.952,"event_name":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","outcome":"Win"},{"match_id":"8359695666","date":"2025-07-19","rating":4.933,"event_name":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","outcome":"Loss"},{"match_id":"6932114866","date":"2025-07-19","rating":4.989,"event_name":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","outcome":"Win"},{"match_id":"7470452022","date":"2025-07-19","rating":5.013,"event_name":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","outcome":"Win"}],"upcoming_matches":[{"match_id":"up-3ZQ6WP-1","opponent_name":"Louis Laville","opponent_id":"3LZ4O5","opponent_rating":5.855,"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-3ZQ6WP-2","opponent_name":"Megan Fudge","opponent_id":"12JD71","opponent_rating":6.064,"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":"6304810680","event":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","date":"2025-07-19","outcome":"Win","scores":"11-8, 6-11, 2-11","location":"Newland, NC"},{"match_id":"6099502027","event":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","date":"2025-07-19","outcome":"Loss","scores":"9-11, 11-5, 6-11","location":"Newland, NC"},{"match_id":"5702178475","event":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","date":"2025-07-19","outcome":"Win","scores":"15-6","location":"Newland, NC"},{"match_id":"8350004406","event":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","date":"2025-07-19","outcome":"Win","scores":"12-10","location":"Newland, NC"},{"match_id":"5730833440","event":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","date":"2025-07-19","outcome":"Win","scores":"4-11","location":"Newland, NC"},{"match_id":"7381623348","event":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","date":"2025-07-19","outcome":"Win","scores":"11-5","location":"Newland, NC"},{"match_id":"8359695666","event":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","date":"2025-07-19","outcome":"Loss","scores":"11-2","location":"Newland, NC"},{"match_id":"6932114866","event":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","date":"2025-07-19","outcome":"Win","scores":"11-4","location":"Newland, NC"},{"match_id":"7470452022","event":"2025 Land Harbor Pickleball Tournament - Mixed 4.5: 13-49","date":"2025-07-19","outcome":"Win","scores":"2-11","location":"Newland, NC"},{"match_id":"7905607102","event":"FCC Pickleball Tournament at Rock Barn 2025 - MONEYBALL OPEN Doubles","date":"2025-05-30","outcome":"Win","scores":"6-15","location":""}]},"canonical":"https://picklegravity.com/en/knowledge/player-doug-miller-3ZQ6WP"}