{"version":"2.7.0","id":"player-lana-tran-67P2OQ","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Lana  Tran?","title":"Lana  Tran Profile & Background","excerpt":"Lana  Tran is an active pickleball player registered under DUPR ID 67P2OQ.","answer":"Lana  Tran is an active pickleball player registered in the Pickle Gravity database with DUPR ID 67P2OQ. They reside and play matches in Lawrenceville, GA, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Lana  Tran maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"],"last_verified":"2026-05-30"},{"id":"dupr-id","category":"Registry","question":"What is Lana  Tran's DUPR ID?","title":"Lana  Tran DUPR Identification Key","excerpt":"The unique DUPR identification key for Lana  Tran is 67P2OQ.","answer":"Their unique DUPR ID is 67P2OQ. This identification key is used globally to verify match results and update player standing rankings.","answer_detail":"Every match outcome submitted by leagues or clubs references this ID to ensure ratings are updated accurately. Keep this ID handy when registering for tournaments or DUPR-sanctioned events.","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"],"last_verified":"2026-05-30"},{"id":"doubles-rating","category":"Performance","question":"What is Lana  Tran's doubles DUPR rating?","title":"Lana  Tran Doubles Rating","excerpt":"Lana  Tran's doubles DUPR rating is 4.403 with 98% reliability.","answer":"Their doubles DUPR rating is 4.403, verified with a reliability factor of 98%.","answer_detail":"This rating reflects their level in doubles matchups. Reliability values above 50% indicate consistent recent match participation. Ratings adjust dynamically as new scores are recorded.","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"],"last_verified":"2026-05-30"},{"id":"singles-rating","category":"Performance","question":"What is Lana  Tran's singles DUPR rating?","title":"Lana  Tran Singles Rating","excerpt":"Lana  Tran's singles DUPR rating is 3.893 with 2% reliability.","answer":"Their singles DUPR rating is 3.893, verified with a reliability factor of 2%.","answer_detail":"Singles matches require high coverage and speed. Their rating of 3.893 is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2026-05-30"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Lana  Tran played?","title":"Lana  Tran Match Count","excerpt":"Lana  Tran has played a total of 178 matches in our tracked index.","answer":"In our database, Lana  Tran has played a total of 178 matches.","answer_detail":"This match count represents both competitive and recreational sets submitted to GPN and DUPR. A larger match history indicates a mature, stable rating indicator.","source_urls":["https://mydupr.com","https://globalpickleball.network"],"tags":["player","matches","history"],"last_verified":"2026-05-30"},{"id":"match-record","category":"Performance","question":"What is Lana  Tran's match record (Wins / Losses)?","title":"Lana  Tran Win-Loss Record","excerpt":"Lana  Tran has 115 wins and 63 losses, representing a 64.6% win rate.","answer":"Their record is 115 Wins and 63 Losses, yielding an overall win rate of 64.6%.","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":"2026-05-30"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Lana  Tran?","title":"Lana  Tran Points Won Percentage","excerpt":"Lana  Tran wins on average 59.26% of points per set.","answer":"On average, they win 59.26% of points in their played match sets.","answer_detail":"This is a micro-performance metric. Standardizing points won helps analyze performance quality even in close loss scenarios where set outcomes do not favor the player.","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"],"last_verified":"2026-05-30"},{"id":"playing-style","category":"Style","question":"What is Lana  Tran's playing style?","title":"Lana  Tran 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":"2026-05-30"},{"id":"control-score","category":"Style","question":"What is Lana  Tran's Control metric score?","title":"Lana  Tran Control Score","excerpt":"Their control and dinking accuracy score is 66%.","answer":"Their control and dinking accuracy score is 66%.","answer_detail":"The control rating assesses third-shot drop precision, kitchen control, and defensive reset capacity. Higher percentages indicate a patient, tactical player.","source_urls":["https://picklegravity.com"],"tags":["player","control","style"],"last_verified":"2026-05-30"},{"id":"power-score","category":"Style","question":"What is Lana  Tran's Power metric score?","title":"Lana  Tran Power Score","excerpt":"Their drive and overhead power score is 66%.","answer":"Their drive and overhead power score is 66%.","answer_detail":"Power represents their speed-up frequency, drive velocity, and overhead smash efficiency. High power is common in baseline-aggressive players.","source_urls":["https://picklegravity.com"],"tags":["player","power","style"],"last_verified":"2026-05-30"},{"id":"agility-score","category":"Style","question":"What is Lana  Tran's Agility metric score?","title":"Lana  Tran Agility Score","excerpt":"Their court coverage and agility rating is 76%.","answer":"Their court coverage and agility rating is 76%.","answer_detail":"Agility measures court retrieval, side-to-side transitions, and footwork efficiency during high-speed exchanges near the kitchen line.","source_urls":["https://picklegravity.com"],"tags":["player","agility","style"],"last_verified":"2026-05-30"},{"id":"spin-score","category":"Style","question":"What is Lana  Tran's Spin metric score?","title":"Lana  Tran Spin Score","excerpt":"Their cut and topspin accuracy metric is 76%.","answer":"Their cut and topspin accuracy metric is 76%.","answer_detail":"Spin evaluation focuses on serve rotations, backspin dinks, and slice returns. Spin accuracy forces off-center hits and errors from opponents.","source_urls":["https://picklegravity.com"],"tags":["player","spin","style"],"last_verified":"2026-05-30"},{"id":"stamina-score","category":"Style","question":"What is Lana  Tran's Stamina metric score?","title":"Lana  Tran Stamina Score","excerpt":"Their stamina and longevity score is 66%.","answer":"Their cardiovascular stamina and longevity score is 66%.","answer_detail":"Stamina evaluates rating stability across long multi-set match schedules. High stamina prevents unforced errors in third-hour sets.","source_urls":["https://picklegravity.com"],"tags":["player","stamina","style"],"last_verified":"2026-05-30"},{"id":"weekly-streak","category":"Activity","question":"What is Lana  Tran's weekly streak on GPN?","title":"Lana  Tran GPN Weekly Activity Streak","excerpt":"Currently played 1 consecutive weeks. Max streak: 1 weeks.","answer":"They have played matches for 1 consecutive weeks. Their all-time personal best is 1 consecutive weeks.","answer_detail":"Weekly streaks are compiled from matches recorded in our index. This shows dedication to active tournament ladders and community play.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","activity"],"last_verified":"2026-05-30"},{"id":"best-partner","category":"Chemistry","question":"Who is Lana  Tran's best doubles partner?","title":"Lana  Tran Best Partner","excerpt":"Nash Ge (DUPR 4.21) is their top partner.","answer":"Nash Ge (DUPR 4.21) is their top partner, with a chemistry score of 97%.","answer_detail":"Partner selection is calculated based on win-ratio and match counts. Their chemistry shows: \"Calibrated counter-punching: Precision dinks force errors, allowing surgical poaching.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-05-30"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Lana  Tran played with their best partner?","title":"Lana  Tran Matches with Best Teammate","excerpt":"They have played 6 matches together, winning 33%.","answer":"They have played 6 matches together, winning 33% of them.","answer_detail":"This indicates an established team configuration. High match count and high win rates suggest optimal tactical positioning and partner compatibility.","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-05-30"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Lana  Tran's partners?","title":"Lana  Tran Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 3.75.","answer":"The average rating of their doubles partners is 3.75.","answer_detail":"This average measures the general skill tier of their teammates. Playing with partners in a similar rating band ensures competitive alignment.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","partner"],"last_verified":"2026-05-30"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Lana  Tran's opponents?","title":"Lana  Tran Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 3.57.","answer":"The average rating of their doubles opponents is 3.57.","answer_detail":"This shows the level of competition they face. An average opponent DUPR close to the player's rating indicates balanced, fair matchmaking in tournaments.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","opponent"],"last_verified":"2026-05-30"},{"id":"rating-half-life","category":"Registry","question":"What is Lana  Tran's rating half-life?","title":"Lana  Tran DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 24 days.","answer":"Their DUPR rating half-life is 24 days, indicating their rating stability.","answer_detail":"Rating half-life determines how rapidly old sets lose weight in DUPR calculations. Shorter half-lives mean recent matches affect the score faster, whereas longer values indicate stable rankings.","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"],"last_verified":"2026-05-30"},{"id":"preferred-court","category":"Activity","question":"Where is Lana  Tran's preferred home court facility?","title":"Lana  Tran Preferred Home Court","excerpt":"Their preferred facility for matches is The Picklr West Allis.","answer":"Their preferred facility for matches is The Picklr West Allis.","answer_detail":"Preferred courts are determined by the location coordinates linked to their historical matches. Plays are centered primarily around this court network.","source_urls":["https://globalpickleball.network"],"tags":["player","court","preferred"],"last_verified":"2026-05-30"},{"id":"weeks-active","category":"Activity","question":"How active has Lana  Tran been in the last 18 weeks?","title":"Lana  Tran Recent Activity Frequency","excerpt":"They have active match logs on 38 days in the last 18 weeks.","answer":"They have active match logs on 38 separate days in the last 18 weeks.","answer_detail":"This shows recent competition frequency. Regular weekly activity ensures ratings remain valid and reliable in league ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","activity","frequency"],"last_verified":"2026-05-30"},{"id":"gender-status","category":"Registry","question":"Is Lana  Tran male or female?","title":"Lana  Tran Gender Classification","excerpt":"Registered gender is FEMALE.","answer":"Their gender is recorded as FEMALE.","answer_detail":"Gender groups are used for mixed-doubles brackets and single-gender ladders. This column helps organize tournament fixtures correctly.","source_urls":["https://mydupr.com"],"tags":["player","gender","profile"],"last_verified":"2026-05-30"},{"id":"age-bracket","category":"Registry","question":"What is Lana  Tran's age?","title":"Lana  Tran Age & Birth Year","excerpt":"Recorded as unspecified years (approximate birth year: N/A).","answer":"Their age is recorded as unspecified years (approximate birth year: N/A).","answer_detail":"Age classifications group players into Senior (50+), Adult (19+), or Junior classes for fair competitive brackets in GPN tournaments.","source_urls":["https://mydupr.com"],"tags":["player","age","profile"],"last_verified":"2026-05-30"},{"id":"last-verified","category":"Registry","question":"When was Lana  Tran's record last updated?","title":"Lana  Tran Profile Last Verified Date","excerpt":"Last verified on 2026-05-30.","answer":"Their DUPR rating and career stats were last verified on 2026-05-30.","answer_detail":"Player stats are synchronized weekly with external indexes. Any new matches recorded since the verification date will be calculated in the next sync.","source_urls":["https://picklegravity.com"],"tags":["player","metadata","verification"],"last_verified":"2026-05-30"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Lana  Tran?","title":"Lana  Tran Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-lana-tran-67P2OQ","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-lana-tran-67P2OQ or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-lana-tran-67P2OQ?format=md.","answer_detail":"The endpoint returns name, DUPR rating details, match counts, and partner chemistry metrics, optimizing read layouts for Large Language Models.","source_urls":["https://picklegravity.com"],"tags":["player","api","developers"],"last_verified":"2026-05-30"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Lana  Tran play singles or doubles more frequently?","title":"Lana  Tran 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 98%).","answer_detail":"Doubles matches are much more common in community pickleball networks. A higher reliability rating in doubles shows they dedicate more tournament sets to team play.","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"],"last_verified":"2026-05-30"},{"id":"rating-tier","category":"Performance","question":"How does Lana  Tran's doubles DUPR compare to the average player?","title":"Lana  Tran Rating Percentile Tier","excerpt":"With rating 4.403, they rank in the Advanced tier.","answer":"With a doubles rating of 4.403, they perform in the top 15% (Advanced) tier of community players.","answer_detail":"The average recreation player doubles DUPR sits around 3.10 - 3.40. Ratings exceeding 4.00 represent competitive tournament-level skill with strong dinking, fast hands, and strategy.","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"],"last_verified":"2026-05-30"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 98% doubles reliability score?","title":"Lana  Tran Reliability Significance","excerpt":"Reliability measures the density and recency of matches.","answer":"The reliability score represents rating accuracy. High scores (above 50%) indicate a dense match log, while low scores suggest a rating calculated from a small sample of sets.","answer_detail":"As players play more sets, DUPR gains confidence in their rating. A score of 100% means the player has extensive recent match data.","source_urls":["https://mydupr.com"],"tags":["player","reliability","metrics"],"last_verified":"2026-05-30"},{"id":"rating-stability","category":"Registry","question":"How stable is Lana  Tran's doubles rating over time?","title":"Lana  Tran Rating Volatility","excerpt":"Stable profile based on half-life of 24 days.","answer":"With a rating half-life of 24 days, their rating adjusts slower/faster based on match frequency, providing a balanced snapshot of their current form.","answer_detail":"Rating volatility measures how much a rating swings after a single win or loss. Active players see steadier adjustments.","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"],"last_verified":"2026-05-30"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Lana  Tran perform best in?","title":"Lana  Tran Matchup Optimization","excerpt":"Excels in balanced configurations matching their partner chemistry.","answer":"They excel in matchups where their partner's DUPR matches or exceeds their own, as shown by their partner chemistry record.","answer_detail":"Analyzing their wins reveals they have high success rates in structured team layouts, utilizing court spacing and kitchen coverage.","source_urls":["https://picklegravity.com"],"tags":["player","matchmaking","matchups"],"last_verified":"2026-05-30"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Lana  Tran?","title":"Lana  Tran Profile Recalculation","excerpt":"Updates sync automatically from DUPR and GPN registries.","answer":"All player records are synchronized weekly with upstream databases. Rating updates will propagate automatically during the next synchronization run.","answer_detail":"If a DUPR profile was recently updated or merged, the change will update on Pickle Gravity after the weekly crawler sweeps the player registry.","source_urls":["https://picklegravity.com"],"tags":["player","recalculation","sync"],"last_verified":"2026-05-30"},{"id":"upcoming-leagues","category":"Activity","question":"Is Lana  Tran registered for any upcoming local leagues or ladders?","title":"Lana  Tran League Registration Status","excerpt":"Check scheduled matches on their parent details page.","answer":"Yes, they have scheduled matches in local leagues. Check the main player profile detail view for the latest upcoming matchup schedules.","answer_detail":"Matches are updated dynamically from network schedules. Visit the details page to view opponents, match dates, and locations.","source_urls":["https://globalpickleball.network"],"tags":["player","leagues","ladders"],"last_verified":"2026-05-30"},{"id":"high-win-streak","category":"Activity","question":"Does Lana  Tran have a high win-streak history?","title":"Lana  Tran Win Streaks","excerpt":"Active match logs span a 1-week streak.","answer":"They have active match logs spanning a 1-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 1 consecutive weeks.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","wins"],"last_verified":"2026-05-30"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Lana  Tran has faced?","title":"Lana  Tran Toughest Opponents","excerpt":"Opponent DUPR averages around 3.57.","answer":"Their average opponent DUPR is 3.57, meaning they frequently play against competitive opposition in this range.","answer_detail":"Facing higher-rated opponents helps accelerate rating increases. Matches played against advanced players yield more rating points on victory.","source_urls":["https://mydupr.com"],"tags":["player","opponent","matchmaking"],"last_verified":"2026-05-30"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Lana  Tran associated with?","title":"Lana  Tran GPN Networks","excerpt":"Plays in networks located around Lawrenceville, GA, US.","answer":"They play in leagues and networks located around Lawrenceville, GA, US. Specific GPN club rosters are listed on the parent detail page.","answer_detail":"Network affiliations connect players to local court sites. These rosters are synced to capture regional ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","networks","gpn"],"last_verified":"2026-05-30"},{"id":"preferred-court-surface","category":"Activity","question":"What is Lana  Tran's preferred court surface for matches?","title":"Lana  Tran Court Surface Preference","excerpt":"Active matches hosted at The Picklr West Allis featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at The Picklr West Allis, which features standard outdoor/indoor court surfaces.","answer_detail":"Surface material affects ball spin and bounce height. Standard acrylic courts offer optimal traction compared to temporary asphalt surfaces.","source_urls":["https://globalpickleball.network"],"tags":["player","surface","court"],"last_verified":"2026-05-30"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Lana  Tran's career?","title":"Lana  Tran 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-lana-tran-67P2OQ?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout for documentation.","source_urls":["https://picklegravity.com"],"tags":["player","markdown","developers"],"last_verified":"2026-05-30"},{"id":"win-rate-percentage","category":"Performance","question":"What is Lana  Tran's win rate percentage?","title":"Lana  Tran Overall Win Rate","excerpt":"Their win rate is 64.6% across all sets.","answer":"Their overall win rate is 64.6%, 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":"2026-05-30"},{"id":"singles-reliability","category":"Performance","question":"Does Lana  Tran have a singles reliability rating?","title":"Lana  Tran Singles Reliability","excerpt":"Singles reliability is recorded as 2%.","answer":"Yes, their singles rating reliability is recorded as 2%.","answer_detail":"This shows rating accuracy for singles games. If this percentage is low, their singles rating might not fully reflect their true skill level due to lack of recent matches.","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"],"last_verified":"2026-05-30"},{"id":"playstyle-calculation","category":"Style","question":"How is Lana  Tran's playstyle category calculated?","title":"Lana  Tran Playstyle Metric Derivation","excerpt":"Assessed based on player rating and matchup records.","answer":"Their playstyle is derived algorithmically using their DUPR metrics, name character hashing, and victory ratios.","answer_detail":"We evaluate their rating brackets, partner ratings, and opponents to estimate their speed-up frequency and kitchen positioning focus, creating a descriptive tag.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","calculation"],"last_verified":"2026-05-30"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Lana  Tran based on birth year?","title":"Lana  Tran Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year N/A.","answer":"Based on their birth year N/A, they fall into the Adult (19+) tournament classification.","answer_detail":"Age brackets maintain fair competition. Senior brackets focus on court placement and dinking patience, whereas open Adult brackets feature high-intensity baseline speed-ups.","source_urls":["https://mydupr.com"],"tags":["player","age","bracket"],"last_verified":"2026-05-30"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Lana  Tran's matchmaking rank?","title":"Lana  Tran Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 24 days determines how quickly their DUPR rating responds to tournament setups.","answer_detail":"A lower half-life encourages active match participation, as older sets lose influence quickly. A higher half-life keeps ratings stable during breaks.","source_urls":["https://mydupr.com"],"tags":["player","half-life","matchmaking"],"last_verified":"2026-05-30"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Lana  Tran to a match on GPN?","title":"Challenge Lana  Tran","excerpt":"Challenges can be issued through affiliated GPN networks.","answer":"Challenges can be issued directly on the GPN platform if they are listed in an active regional network.","answer_detail":"Affiliated networks allow members to schedule challenge matches. Look up their network association on their main profile page to coordinate sets.","source_urls":["https://globalpickleball.network"],"tags":["player","challenge","match"],"last_verified":"2026-05-30"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Lana  Tran play indoor or outdoor matches more?","title":"Lana  Tran Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at The Picklr West Allis, which determines their environment focus.","answer_detail":"Outdoor courts are subject to wind and temperature changes, requiring heavy topspin. 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