{"version":"2.7.0","id":"player-andy-smith-JZL7LJ","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Andy Smith?","title":"Andy Smith Profile & Background","excerpt":"Andy Smith is an active pickleball player registered under DUPR ID JZL7LJ.","answer":"Andy Smith is an active pickleball player registered in the Pickle Gravity database with DUPR ID JZL7LJ. They reside and play matches in The Woodlands, TX, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Andy Smith maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"]},{"id":"dupr-id","category":"Registry","question":"What is Andy Smith's DUPR ID?","title":"Andy Smith DUPR Identification Key","excerpt":"The unique DUPR identification key for Andy Smith is JZL7LJ.","answer":"Their unique DUPR ID is JZL7LJ. 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"]},{"id":"last-verified","category":"Registry","question":"When was Andy Smith's record last updated?","title":"Andy Smith Profile Last Verified Date","excerpt":"Last verified on 2026-01-05.","answer":"Their DUPR rating and career stats were last verified on 2026-01-05.","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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","metadata","verification"]},{"id":"gender-status","category":"Registry","question":"Is Andy Smith registered as male or female?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","gender","registry"]},{"id":"age-bracket","category":"Registry","question":"What is Andy Smith's age bracket?","title":"Andy Smith Age Bracket Classification","excerpt":"Recorded as 31 years old (Birth Year: 1995).","answer":"They compete in the age bracket corresponding to 31 years old (born around 1995).","answer_detail":"Age groups divide players into Junior, Adult (19+), or Senior (50+) classes. This ensures fair competition matching physical capabilities.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","age","profile"]},{"id":"rating-half-life","category":"Registry","question":"What is Andy Smith's DUPR rating half-life?","title":"Andy Smith DUPR Rating Half-Life","excerpt":"Their rating half-life is 3 days.","answer":"Their DUPR rating half-life sits at 3 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"]},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Andy Smith associated with?","title":"Andy Smith GPN Networks","excerpt":"Associated with networks around The Woodlands, TX, US.","answer":"They play in leagues and networks located around The Woodlands, TX, 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","gpn","networks"]},{"id":"rating-stability","category":"Registry","question":"How stable is Andy Smith's DUPR rating?","title":"Andy Smith DUPR Rating Stability","excerpt":"Stability is determined by a half-life of 3 days.","answer":"With a rating half-life of 3 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"]},{"id":"request-correction","category":"Registry","question":"How can I request a correction of Andy Smith'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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","correction","support"]},{"id":"is-active","category":"Registry","question":"Is Andy Smith currently active in the database?","title":"Andy Smith Database Activity Status","excerpt":"Last synced and verified active in The Woodlands, TX, US.","answer":"Yes, they are indexed as active with records verified on 2026-01-05.","answer_detail":"Active status is maintained if the player has registered matches or rating updates within our tracking window.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","status","registry"]},{"id":"doubles-rating","category":"Performance","question":"What is Andy Smith's doubles DUPR rating?","title":"Andy Smith Doubles DUPR Rating","excerpt":"Doubles DUPR: 3.918 (Reliability: 39%).","answer":"Their doubles DUPR rating is 3.918 with a reliability factor of 39%.","answer_detail":"Doubles DUPR ratings adjust dynamically based on match outcomes. Reliability values above 50% indicate a robust history of recent play.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"]},{"id":"singles-rating","category":"Performance","question":"What is Andy Smith's singles DUPR rating?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"]},{"id":"win-rate-percentage","category":"Performance","question":"What is Andy Smith's match win rate percentage?","title":"Andy Smith Career Win Rate","excerpt":"Their overall win rate is 55.7%.","answer":"They maintain a career win rate of 55.7% 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":"2026-01-05","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 Andy Smith?","title":"Andy Smith Points Won Percentage","excerpt":"On average, they win 51.84% of points per match set.","answer":"On average, they win 51.84% 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"]},{"id":"rating-tier","category":"Performance","question":"How does Andy Smith's rating compare to average players?","title":"Andy Smith DUPR Percentile Tier","excerpt":"Ranks in the 3.918 range tier.","answer":"With a doubles DUPR of 3.918, 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"]},{"id":"singles-vs-doubles","category":"Performance","question":"Does Andy Smith focus more on singles or doubles?","title":"Andy Smith Game Type Focus","excerpt":"Doubles reliability: 39% | Singles reliability: 0%.","answer":"Based on rating reliability, they have a doubles focus (39%) 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"]},{"id":"singles-reliability","category":"Performance","question":"What is the reliability of Andy Smith's singles rating?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"]},{"id":"doubles-reliability","category":"Performance","question":"What is the reliability of Andy Smith's doubles rating?","title":"Andy Smith Doubles Reliability","excerpt":"Doubles reliability is 39%.","answer":"Their doubles rating reliability is 39%, 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","doubles","reliability"]},{"id":"optimal-matchups","category":"Performance","question":"What constitute optimal matchups for Andy Smith?","title":"Andy Smith 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 3.918.","answer_detail":"Balanced matchups prevent excessive rating volatility. Games played against teams within a 0.25 rating margin are ideal.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","matchups","performance"]},{"id":"matchmaking-tier","category":"Performance","question":"What is the recommended matchmaking range for Andy Smith?","title":"Andy Smith Matchmaking Bracket","excerpt":"Recommended DUPR range: 3.918 +/- 0.25.","answer":"We recommend matching them with partners and opponents between DUPR rating brackets of 3.918 +/- 0.25.","answer_detail":"Staying within this 0.50 DUPR band ensures games are competitive and tactical rather than one-sided.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","bracket"]},{"id":"performance-trend","category":"Performance","question":"What is Andy Smith's recent performance trend?","title":"Andy Smith Recent Match Trends","excerpt":"Calculated from recent match win-loss trends.","answer":"Recent matches show a stable trend with a total of 88 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","trends","performance"]},{"id":"dpg-strokes-gained","category":"Performance","question":"What is Andy Smith's DUPR Points Gained (DPG) score?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","dpg","metrics"]},{"id":"clutch-index","category":"Performance","question":"What is Andy Smith's Clutch Performance Index (CPI)?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","cpi","clutch"]},{"id":"strength-of-schedule","category":"Performance","question":"What is Andy Smith's Strength of Schedule (SoS)?","title":"Andy Smith Strength of Schedule","excerpt":"Average opponent rating: 3.30 DUPR.","answer":"Their Strength of Schedule rating is calculated from their opponents' average DUPR of 3.30.","answer_detail":"A higher SoS means the player consistently faces advanced competition, which justifies rating adjustments even in close loss scenarios.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","sos","competition"]},{"id":"match-play-intensity","category":"Performance","question":"What is the match play intensity level for Andy Smith?","title":"Andy Smith Match Intensity Level","excerpt":"Evaluated from opponent ratings average 3.30.","answer":"They play high-intensity matches based on an opponent DUPR average of 3.30.","answer_detail":"Matches against opponents within similar rating bands require high focus and result in longer rally lengths.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","intensity","performance"]},{"id":"rating-percentile-rank","category":"Performance","question":"What is Andy Smith's estimated percentile rank?","title":"Andy Smith Percentile Ranking","excerpt":"Estimated based on doubles DUPR of 3.918.","answer":"Based on 3.918 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","percentile","rank"]},{"id":"unforced-error-ratio","category":"Performance","question":"What is Andy Smith's unforced error ratio?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","errors","control"]},{"id":"shot-making-efficiency","category":"Performance","question":"How efficient is Andy Smith's shot-making?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","shot","efficiency"]},{"id":"defensive-reset-percentage","category":"Performance","question":"What is Andy Smith's defensive reset percentage?","title":"Andy Smith Defensive Resets","excerpt":"Determined from their Control metric score of 67%.","answer":"Their defensive reset percentage aligns with a Control metric score of 67%.","answer_detail":"Resetting fast speeds into soft dinks halts baseline aggressive attacks from opponents.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","defense","control"]},{"id":"serve-velocity-estimate","category":"Performance","question":"What is the serve velocity estimate for Andy Smith?","title":"Andy Smith Serve Velocity","excerpt":"Aligned with their Power metric score of 72%.","answer":"Their serve velocity is estimated based on their Power metric score of 72%.","answer_detail":"Serves must focus on depth and spin. Higher power allows players to force deeper return errors from opponents.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","serve","power"]},{"id":"total-matches","category":"History","question":"How many matches has Andy Smith played?","title":"Andy Smith Career Match Count","excerpt":"They have played a total of 88 matches in our index.","answer":"In our database, Andy Smith has played a total of 88 matches.","answer_detail":"This count represents competitive and recreational matches synced from GPN and DUPR. A larger history indicates stable ratings.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","matches","history"]},{"id":"match-record","category":"History","question":"What is Andy Smith's career record (Wins / Losses)?","title":"Andy Smith Win-Loss Record","excerpt":"Record: 49 Wins and 39 Losses.","answer":"Their career record stands at 49 Wins and 39 Losses in our directory.","answer_detail":"Wins and losses are aggregated from matches submitted to active tournament databases.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"]},{"id":"weekly-streak","category":"Activity","question":"What is Andy Smith's weekly play streak?","title":"Andy Smith Weekly Playing Streak","excerpt":"Current streak: 0 weeks | Max: 2 weeks.","answer":"They have played matches for 0 consecutive weeks. Their all-time maximum is 2 weeks.","answer_detail":"Activity streaks are compiled from GPN matches, indicating active roster involvement.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","streak","activity"]},{"id":"active-days","category":"Activity","question":"How many days has Andy Smith played in the last 18 weeks?","title":"Andy Smith Recent Active Days","excerpt":"Logged active matches on 36 days in the last 18 weeks.","answer":"They have active match logs on 36 separate days in the last 18 weeks.","answer_detail":"Regular weekly playing helps maintain rating accuracy and ensures rating reliability values do not decay.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","activity","frequency"]},{"id":"preferred-court","category":"Activity","question":"Where is Andy Smith's preferred home court facility?","title":"Andy Smith Preferred Home Court","excerpt":"Most active facility: 2301 N Millbend Dr, The Woodlands, TX 77380, USA.","answer":"Their most frequented facility for matches is 2301 N Millbend Dr, The Woodlands, TX 77380, USA.","answer_detail":"Preferred courts are computed based on location coordinates linked to historical matches in our SQLite index.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","court","preferred"]},{"id":"preferred-court-surface","category":"Activity","question":"What court surface does Andy Smith play on most?","title":"Andy Smith Preferred Surface Type","excerpt":"Plays primarily on surfaces at 2301 N Millbend Dr, The Woodlands, TX 77380, USA.","answer":"They play primarily on the court surfaces at 2301 N Millbend Dr, The Woodlands, TX 77380, USA.","answer_detail":"Surface materials affect spin and ball heights. Hard acrylic surfaces are common in regional complexes.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","surface","court"]},{"id":"indoor-outdoor-focus","category":"Activity","question":"Does Andy Smith play indoor or outdoor matches more?","title":"Andy Smith Environmental Focus","excerpt":"Determined from home court settings at 2301 N Millbend Dr, The Woodlands, TX 77380, USA.","answer":"Their match logs are centered around 2301 N Millbend Dr, The Woodlands, TX 77380, 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","environment","court"]},{"id":"upcoming-leagues","category":"Activity","question":"Is Andy Smith registered for upcoming GPN leagues?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","leagues","gpn"]},{"id":"high-win-streak","category":"History","question":"What is the longest playing streak for Andy Smith?","title":"Andy Smith Maximum Play Streak","excerpt":"Their personal best maximum playing streak is 2 weeks.","answer":"Their career longest playing streak reaches 2 weeks on GPN.","answer_detail":"Streaks measure long-term commitment to active ladders and play schedules.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","streak","history"]},{"id":"career-match-milestones","category":"History","question":"Has Andy Smith reached significant match milestones?","title":"Andy Smith Match Milestones","excerpt":"Completed 88 matches in our index.","answer":"They have reached a career milestone of 88 total matches in our index.","answer_detail":"Milestones trace player maturity. Accumulating more than 50 matches yields high confidence in rating indicators.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","milestones","history"]},{"id":"opponent-rating-distribution","category":"History","question":"What is the rating distribution of Andy Smith's opponents?","title":"Andy Smith Opponent Rating Distribution","excerpt":"Average opponent rating rests at 3.30.","answer":"Their opponent rating distribution averages around 3.30 DUPR.","answer_detail":"Playing opponents with diverse DUPR values gives a robust, well-rounded rating evaluation.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","opponents","history"]},{"id":"partner-rating-distribution","category":"History","question":"What is the rating distribution of Andy Smith's partners?","title":"Andy Smith Partner Rating Distribution","excerpt":"Average partner rating rests at 3.29.","answer":"Their doubles partners maintain an average rating of 3.29 DUPR.","answer_detail":"Partner rating consistency helps ensure balanced team dynamics in doubles leagues.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","partners","history"]},{"id":"historical-record-growth","category":"History","question":"How has Andy Smith's match count grown over time?","title":"Andy Smith Match Count Growth","excerpt":"Currently tracks 88 career matches.","answer":"Their match count has grown to 88 matches since registration.","answer_detail":"Accumulating matches weekly stabilizes Elo indicators, preventing sharp rating changes after individual sets.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","growth","history"]},{"id":"clutch-match-history","category":"History","question":"Does Andy Smith have a history of winning close matches?","title":"Andy Smith Close Match History","excerpt":"Evaluated through points percentage metrics.","answer":"They show consistency in close match sets, winning 49 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","clutch","history"]},{"id":"first-recorded-match","category":"History","question":"When was Andy Smith's first match recorded in the index?","title":"Andy Smith First Recorded Match","excerpt":"Calculated from historical match logs.","answer":"Their match logs stretch back to early registration periods with 88 total games compiled.","answer_detail":"A long historical match log allows players to evaluate their skill development over seasons.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","first-match","history"]},{"id":"gpn-active-status","category":"Activity","question":"How active is Andy Smith on global ladders?","title":"Andy Smith Global Ladder Activity","excerpt":"Currently has a weekly streak of 0 weeks.","answer":"They maintain an active profile on global networks with a weekly playing streak of 0 weeks.","answer_detail":"Continuous GPN ladder activity connects local players and supports tournament matchmaking.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","ladder","activity"]},{"id":"weekly-match-rhythm","category":"Activity","question":"What is Andy Smith's weekly match rhythm?","title":"Andy Smith Weekly Match Rhythm","excerpt":"Active play rhythm based on 36 days in the last 18 weeks.","answer":"Their playing rhythm consists of 36 active match days over the last 18 weeks.","answer_detail":"Rhythm metrics identify peak training days. Consistent schedules prevent sudden fatigue-related unforced errors.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","rhythm","activity"]},{"id":"weather-sensitivity","category":"Activity","question":"Is Andy Smith's match rhythm sensitive to weather?","title":"Andy Smith Weather Sensitivity","excerpt":"Based on preferred home court settings.","answer":"Their play rhythm correlates with preferred facilities at 2301 N Millbend Dr, The Woodlands, TX 77380, USA.","answer_detail":"If the preferred home court is outdoor, winter and rain will temporarily halt playing schedules.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","weather","activity"]},{"id":"peak-playing-season","category":"Activity","question":"What is Andy Smith's peak playing season?","title":"Andy Smith Peak Playing Season","excerpt":"Determined by GPN activity logs.","answer":"Their peak activity matches league runs, with a streak best of 2 weeks.","answer_detail":"Spring and summer months host the largest league programs, maximizing player match volumes.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","season","activity"]},{"id":"recreation-play-frequency","category":"Activity","question":"How often does Andy Smith play recreation matches?","title":"Andy Smith Recreational Play Frequency","excerpt":"Calculated from GPN match logs.","answer":"They maintain high recreational play frequency, logging matches on 36 days in the last 18 weeks.","answer_detail":"Recreational sets provide low-stress environments to practice new shot angles and baseline drives.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","recreation","activity"]},{"id":"playing-style","category":"Style","question":"What is Andy Smith's playing style?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","playstyle","style"]},{"id":"control-score","category":"Style","question":"What is Andy Smith's Control metric score?","title":"Andy Smith Control Score","excerpt":"Control and dinking accuracy score: 67%.","answer":"Their control and dinking accuracy score is 67%.","answer_detail":"Control metrics evaluate third-shot drops and net dinking patience. Higher values mean a patient, tactical playstyle.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","control","style"]},{"id":"power-score","category":"Style","question":"What is Andy Smith's Power metric score?","title":"Andy Smith Power Score","excerpt":"Drive and overhead power score: 72%.","answer":"Their drive and smash power score is 72%.","answer_detail":"Power measures baseline drives, drive speeds, and overhead smash efficiency.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","power","style"]},{"id":"agility-score","category":"Style","question":"What is Andy Smith's Agility metric score?","title":"Andy Smith Agility Score","excerpt":"Court retrieval and agility score: 82%.","answer":"Their agility and footwork score sits at 82%.","answer_detail":"Agility measures side-to-side kitchen transitions and baseline-to-net speed.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","agility","style"]},{"id":"spin-score","category":"Style","question":"What is Andy Smith's Spin metric score?","title":"Andy Smith Spin Score","excerpt":"Cut and topspin accuracy rating: 82%.","answer":"Their topspin and cut rating is 82%.","answer_detail":"Spin evaluation focuses on serve rotations, slice returns, and roll dinks near the kitchen.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","spin","style"]},{"id":"stamina-score","category":"Style","question":"What is Andy Smith's Stamina metric score?","title":"Andy Smith Stamina Score","excerpt":"Cardiovascular stamina and longevity rating: 72%.","answer":"Their endurance score is 72%.","answer_detail":"Stamina tracks rating stability across long multi-hour GPN brackets. High values prevent late-game fatigue errors.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","stamina","style"]},{"id":"playstyle-calculation","category":"Style","question":"How is Andy Smith's playing style calculated?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","playstyle","methodology"]},{"id":"paddle-preference","category":"Style","question":"What paddle does Andy Smith play with?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","paddle","gear"]},{"id":"kitchen-positioning","category":"Style","question":"What is Andy Smith's net positioning strategy?","title":"Andy Smith Net Positioning Strategy","excerpt":"Aligned with their Control rating of 67%.","answer":"They focus on aggressive/soft kitchen lines based on a Control rating of 67%.","answer_detail":"Fast transition from baseline to net minimizes opponents' chances to speed up balls.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","positioning","style"]},{"id":"third-shot-drop-accuracy","category":"Style","question":"What is Andy Smith's estimated third shot drop accuracy?","title":"Andy Smith Third Shot Drop Accuracy","excerpt":"Aligned with their Control rating score of 67%.","answer":"Their drop accuracy correlates with a Control metric score of 67%.","answer_detail":"Third shot drops must clear the net and drop low into the kitchen to neutralize attacks.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","drop","control"]},{"id":"overhead-smash-power","category":"Style","question":"How powerful is Andy Smith's overhead smash?","title":"Andy Smith Overhead Smash Power","excerpt":"Aligned with their Power rating score of 72%.","answer":"Their smash velocity aligns with a Power metric score of 72%.","answer_detail":"Smashing high lobs requires precision and power to secure point endings.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","smash","power"]},{"id":"court-coverage-speed","category":"Style","question":"What is Andy Smith's court coverage speed?","title":"Andy Smith Court Coverage Speed","excerpt":"Aligned with their Agility metric score of 82%.","answer":"Their coverage speed aligns with an Agility metric score of 82%.","answer_detail":"Retrieving deep lobs and angled drives demands high court agility and stamina.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","speed","agility"]},{"id":"topspin-roll-efficiency","category":"Style","question":"How efficient is Andy Smith's topspin roll?","title":"Andy Smith Topspin Efficiency","excerpt":"Aligned with their Spin metric score of 82%.","answer":"Their topspin roll efficiency aligns with a Spin metric score of 82%.","answer_detail":"Topspin rolls force balls to drop faster after clearing the net, making them hard to smash.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","topspin","spin"]},{"id":"match-play-endurance","category":"Style","question":"How resilient is Andy Smith's match play endurance?","title":"Andy Smith Match Endurance","excerpt":"Aligned with their Stamina metric score of 72%.","answer":"Their endurance aligns with a Stamina metric score of 72%.","answer_detail":"Consistent play across 3+ set matches requires cardiorespiratory fitness.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","endurance","stamina"]},{"id":"dinking-patience-level","category":"Style","question":"What is Andy Smith's dinking patience level?","title":"Andy Smith Dinking Patience","excerpt":"Aligned with their Control rating score of 67%.","answer":"They show high dinking patience, matching a Control metric score of 67%.","answer_detail":"Patience near the non-volley zone forces opponents to make mistakes first.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","dinking","control"]},{"id":"drive-velocity-estimate","category":"Style","question":"What is Andy Smith's estimated baseline drive velocity?","title":"Andy Smith Baseline Drive Velocity","excerpt":"Aligned with their Power rating score of 72%.","answer":"Their drive velocity is estimated based on their Power metric score of 72%.","answer_detail":"Aggressive baseline drives create openings for partners to step up to the net.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","drive","power"]},{"id":"best-partner","category":"Chemistry","question":"Who is Andy Smith's best doubles partner?","title":"Andy Smith Best Teammate Chemistry","excerpt":"Top partner: Chris Harper (DUPR: 3.15).","answer":"Their best partner is Chris Harper (DUPR rating: 3.15) with a chemistry score of 79%.","answer_detail":"Teammate chemistry is derived from GPN match logs and victory ratios.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","partner","chemistry"]},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Andy Smith played with their best partner?","title":"Andy Smith Team Match Count","excerpt":"Played 4 matches together.","answer":"They have logged 4 matches together with their top partner.","answer_detail":"High team match counts establish reliable court communication and positioning setups.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","chemistry","matches"]},{"id":"average-partner-dupr","category":"Chemistry","question":"What is the average rating of Andy Smith's partners?","title":"Andy Smith Average Teammate Rating","excerpt":"Average partner DUPR: 3.29.","answer":"The average doubles DUPR of their partners is 3.29.","answer_detail":"Teammate averages indicate the general skill tier of their doubles network.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","partner","average"]},{"id":"average-opponent-dupr","category":"Chemistry","question":"What is the average DUPR of Andy Smith's opponents?","title":"Andy Smith Average Opponent Rating","excerpt":"Average opponent DUPR: 3.30.","answer":"The average doubles DUPR of their opponents is 3.30.","answer_detail":"Opponent rating averages measure the difficulty of schedule ladders they face.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","opponent","average"]},{"id":"is-beginner-friendly-partner","category":"Chemistry","question":"Is Andy Smith a beginner-friendly partner?","title":"Andy Smith Beginner Compatibility","excerpt":"Based on doubles rating: 3.918.","answer":"They are beginner-friendly if their doubles rating is below 3.50. Their rating is 3.918.","answer_detail":"Players above 4.00 focus on fast-paced, competitive tournament sets. Novices should match with players under 3.50.","last_verified":"2026-01-05","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 79%.","answer":"Partner chemistry is calculated from shared match count and team win rate (79%).","answer_detail":"Higher chemistry represents matches played together and winning setups in GPN tournaments.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","partner","methodology"]},{"id":"partner-match-win-rate","category":"Chemistry","question":"What is the team win rate with Andy Smith's best partner?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","win-rate","chemistry"]},{"id":"mixed-doubles-experience","category":"Chemistry","question":"Does Andy Smith have mixed doubles match experience?","title":"Andy Smith Mixed Doubles Experience","excerpt":"Compiled from their DUPR match logs.","answer":"Yes, they play mixed doubles depending on tournament setups in The Woodlands, TX, US.","answer_detail":"Mixed doubles brackets require strategic coordination regarding court coverage and kitchen targets.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","mixed-doubles","chemistry"]},{"id":"teammate-alignment-style","category":"Chemistry","question":"How does Andy Smith align with their partners' playstyles?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","partner","style"]},{"id":"team-communication-etiquette","category":"Chemistry","question":"What is Andy Smith's team communication style?","title":"Andy Smith 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","communication","etiquette"]},{"id":"nearby-restaurants","category":"Dining","question":"What restaurants are nearby Andy Smith's home court?","title":"Restaurants Near Andy Smith's Home Court","excerpt":"Partner restaurants located around their preferred facility 2301 N Millbend Dr, The Woodlands, TX 77380, USA.","answer":"Here are the recommended restaurants near 2301 N Millbend Dr, The Woodlands, TX 77380, 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","dining","restaurants"]},{"id":"post-match-dining","category":"Dining","question":"Where is the best dining spot for Andy Smith after matches?","title":"Post-Match Dining Near 2301 N Millbend Dr, The Woodlands, TX 77380, USA","excerpt":"Dining spots near their preferred court 2301 N Millbend Dr, The Woodlands, TX 77380, USA.","answer":"We recommend visiting one of our partner locations near 2301 N Millbend Dr, The Woodlands, TX 77380, 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":"2026-01-05","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 Andy Smith's preferred court?","title":"Asian Dining Near 2301 N Millbend Dr, The Woodlands, TX 77380, USA","excerpt":"Partner dining list matching 2301 N Millbend Dr, The Woodlands, TX 77380, USA.","answer":"Check out these partner venues located near 2301 N Millbend Dr, The Woodlands, TX 77380, 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","dining","chinese"]},{"id":"dining-options-transit","category":"Dining","question":"How accessible are the dining spots near Andy Smith's home court?","title":"Dining Accessibility Near 2301 N Millbend Dr, The Woodlands, TX 77380, USA","excerpt":"Accessibility of restaurants near 2301 N Millbend Dr, The Woodlands, TX 77380, USA.","answer":"The partner restaurants near 2301 N Millbend Dr, The Woodlands, TX 77380, 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","dining","accessibility"]},{"id":"recommended-cafe-nearby","category":"Dining","question":"Is there a cafe near Andy Smith's preferred court?","title":"Cafes Near 2301 N Millbend Dr, The Woodlands, TX 77380, USA","excerpt":"Cafe locations near 2301 N Millbend Dr, The Woodlands, TX 77380, USA.","answer":"For coffee or tea post-game, visit these partner sites near 2301 N Millbend Dr, The Woodlands, TX 77380, 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":"2026-01-05","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 Andy Smith?","title":"Machine-Readable JSON API for Andy Smith","excerpt":"Retrieve details from GET /api/knowledge/player-andy-smith-JZL7LJ.","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-andy-smith-JZL7LJ or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-andy-smith-JZL7LJ?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":"2026-01-05","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 Andy Smith?","title":"Markdown Summary download for Andy Smith","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-andy-smith-JZL7LJ?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","markdown","developers"]},{"id":"sitemap-coverage","category":"Developers","question":"Is Andy Smith's FAQ page indexed in the sitemap?","title":"Sitemap Indexing status for Andy Smith","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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","sitemap","developers"]},{"id":"robots-txt-access","category":"Developers","question":"Can AI search engines crawl Andy Smith'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":"2026-01-05","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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","agent-readiness","developers"]},{"id":"points-pct-ratio","category":"Performance","question":"How does Andy Smith's points won percentage relate to their DUPR rating?","title":"Andy Smith - How does Andy Smith's points won percentage relate to their DUPR rating","excerpt":"Details regarding points pct ratio.","answer":"Their points won percentage of 51.84% directly supports their DUPR rating of 3.918.","answer_detail":"Points percentages isolate single point efficiency. Stabilizing points above 50% guarantees upward DUPR adjustments over long match logs.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"points-spread-commentary","category":"Performance","question":"What does the points won percentage suggest about Andy Smith's match sets?","title":"Andy Smith - What does the points won percentage suggest about Andy Smith's match sets","excerpt":"Details regarding points spread commentary.","answer":"With a score of 51.84%, 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"singles-play-coverage","category":"Performance","question":"What court coverage tactics does Andy Smith employ in singles matches?","title":"Andy Smith - What court coverage tactics does Andy Smith employ in singles matches","excerpt":"Details regarding singles play coverage.","answer":"Based on their singles rating of 0 and Agility of 82%, 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":"2026-01-05","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 Andy Smith?","title":"Andy Smith - How accurate is the 0 singles DUPR rating for Andy Smith","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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"]},{"id":"rating-adjustments-wins","category":"Performance","question":"How much does Andy Smith's DUPR rating increase after a win?","title":"Andy Smith - How much does Andy Smith's DUPR rating increase after a win","excerpt":"Details regarding rating adjustments wins.","answer":"Rating increases depend on opponents' ratings (currently averaging 3.30 DUPR) and rating half-life.","answer_detail":"Beating opponents rated higher than their current doubles rating of 3.918 yields larger score increases.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"]},{"id":"rating-adjustments-losses","category":"Performance","question":"How does a match loss impact Andy Smith's DUPR rating?","title":"Andy Smith - How does a match loss impact Andy Smith's DUPR rating","excerpt":"Details regarding rating adjustments losses.","answer":"Loss adjustments are minimized if opponents average 3.30 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"]},{"id":"clutch-performance-wins","category":"Performance","question":"How does Andy Smith perform in tournament final rounds?","title":"Andy Smith - How does Andy Smith perform in tournament final rounds","excerpt":"Details regarding clutch performance wins.","answer":"Based on 49 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":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","performance","clutch"]},{"id":"matchup-balance-factor","category":"Performance","question":"What is the matchup balance factor for Andy Smith's games?","title":"Andy Smith - What is the matchup balance factor for Andy Smith's games","excerpt":"Details regarding matchup balance factor.","answer":"Their games show high balance, with opponent ratings averaging 3.30 DUPR.","answer_detail":"Playing against balanced opposition ensures rating reliability increases steadily without sharp fluctuations.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","performance","matchup"]},{"id":"points-efficiency-analysis","category":"Performance","question":"What is Andy Smith's point winning efficiency during service games?","title":"Andy Smith - What is Andy Smith'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 55.7%.","answer_detail":"Server advantages are crucial. Strong serves allow teams to dominate the net early in the rally.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","performance","points"]},{"id":"kitchen-play-dominance","category":"Performance","question":"How dominant is Andy Smith's kitchen play?","title":"Andy Smith - How dominant is Andy Smith's kitchen play","excerpt":"Details regarding kitchen play dominance.","answer":"Their kitchen play dominance is supported by a Control rating score of 67%.","answer_detail":"Dominance is established by forcing opponent unforced errors through precise roll dinks.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","performance","kitchen"]},{"id":"expanded-metric-question-11","category":"Performance","question":"How does Andy Smith's performance rating score affect their matchup choices (No. 11)?","title":"Andy Smith Performance Matchup Guide 11","excerpt":"Analysis of GPN matchup factors for Andy Smith under index 11.","answer":"Their Performance metrics align with active GPN rosters in The Woodlands, TX, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-11"]},{"id":"expanded-metric-question-12","category":"History","question":"How does Andy Smith's history rating score affect their matchup choices (No. 12)?","title":"Andy Smith History Matchup Guide 12","excerpt":"Analysis of GPN matchup factors for Andy Smith under index 12.","answer":"Their History metrics align with active GPN rosters in The Woodlands, TX, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","history","metric-12"]},{"id":"expanded-metric-question-13","category":"Style","question":"How does Andy Smith's style rating score affect their matchup choices (No. 13)?","title":"Andy Smith Style Matchup Guide 13","excerpt":"Analysis of GPN matchup factors for Andy Smith under index 13.","answer":"Their Style metrics align with active GPN rosters in The Woodlands, TX, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","style","metric-13"]},{"id":"expanded-metric-question-14","category":"Activity","question":"How does Andy Smith's activity rating score affect their matchup choices (No. 14)?","title":"Andy Smith Activity Matchup Guide 14","excerpt":"Analysis of GPN matchup factors for Andy Smith under index 14.","answer":"Their Activity metrics align with active GPN rosters in The Woodlands, TX, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-01-05","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-14"]}],"data":{"dupr_id":"JZL7LJ","full_name":"Andy Smith","gender":"MALE","age":31,"location":"The Woodlands, TX, US","profile_pic_url":null,"ratings":{"singles":null,"singles_reliability":0,"doubles":3.918,"doubles_reliability":39},"career":{"total_matches":88,"wins":49,"losses":39,"avg_points_won_pct":51.84,"avg_partner_dupr":3.29,"avg_opponent_dupr":3.3,"preferred_court":"2301 N Millbend Dr, The Woodlands, TX 77380, USA"},"stats":{"sos":3.266,"clutch_index":0,"dpg":-5.62,"home_club":{"id":"club-falconwing-picklers-6694459156","name":"Falconwing 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