{"version":"2.7.0","id":"player-tracie-vangel-D9XQ9X","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Tracie Vangel?","title":"Tracie Vangel Profile & Background","excerpt":"Tracie Vangel is an active pickleball player registered under DUPR ID D9XQ9X.","answer":"Tracie Vangel is an active pickleball player registered in the Pickle Gravity database with DUPR ID D9XQ9X. They reside and play matches in Columbia, MO, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Tracie Vangel 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":"2026-05-19"},{"id":"dupr-id","category":"Registry","question":"What is Tracie Vangel's DUPR ID?","title":"Tracie Vangel DUPR Identification Key","excerpt":"The unique DUPR identification key for Tracie Vangel is D9XQ9X.","answer":"Their unique DUPR ID is D9XQ9X. 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":"2026-05-19"},{"id":"doubles-rating","category":"Performance","question":"What is Tracie Vangel's doubles DUPR rating?","title":"Tracie Vangel Doubles Rating","excerpt":"Tracie Vangel's doubles DUPR rating is 3.203 with 99% reliability.","answer":"Their doubles DUPR rating is 3.203, verified with a reliability factor of 99%.","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":"2026-05-19"},{"id":"singles-rating","category":"Performance","question":"What is Tracie Vangel's singles DUPR rating?","title":"Tracie Vangel Singles Rating","excerpt":"Tracie Vangel's singles DUPR rating is N/A with 0% reliability.","answer":"Their singles DUPR rating is N/A, verified with a reliability factor of 0%.","answer_detail":"Singles matches require high coverage and speed. Their rating of N/A is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2026-05-19"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Tracie Vangel played?","title":"Tracie Vangel Match Count","excerpt":"Tracie Vangel has played a total of 139 matches in our tracked index.","answer":"In our database, Tracie Vangel has played a total of 139 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":"2026-05-19"},{"id":"match-record","category":"Performance","question":"What is Tracie Vangel's match record (Wins / Losses)?","title":"Tracie Vangel Win-Loss Record","excerpt":"Tracie Vangel has 69 wins and 70 losses, representing a 49.6% win rate.","answer":"Their record is 69 Wins and 70 Losses, yielding an overall win rate of 49.6%.","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":"2026-05-19"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Tracie Vangel?","title":"Tracie Vangel Points Won Percentage","excerpt":"Tracie Vangel wins on average 51.76% of points per set.","answer":"On average, they win 51.76% 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":"2026-05-19"},{"id":"playing-style","category":"Style","question":"What is Tracie Vangel's playing style?","title":"Tracie Vangel Playstyle Analysis","excerpt":"Classified as Aggressive Kitchen Poacher: A high-intensity player who excels at applying pressure near the kitchen line, punishing high floats with volleys.","answer":"Their playstyle is classified as \"Aggressive Kitchen Poacher\". Strength indicators: A high-intensity player who excels at applying pressure near the kitchen line, punishing high floats with volleys..","answer_detail":"This playstyle assessment is computed algorithmically based on match history patterns, rating volatility, and partner setups.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","overview"],"last_verified":"2026-05-19"},{"id":"control-score","category":"Style","question":"What is Tracie Vangel's Control metric score?","title":"Tracie Vangel Control Score","excerpt":"Their control and dinking accuracy score is 85%.","answer":"Their control and dinking accuracy score is 85%.","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":"2026-05-19"},{"id":"power-score","category":"Style","question":"What is Tracie Vangel's Power metric score?","title":"Tracie Vangel Power Score","excerpt":"Their drive and overhead power score is 80%.","answer":"Their drive and overhead power score is 80%.","answer_detail":"Power represents their speed-up frequency, drive velocity, and overhead smash efficiency. High power is common in baseline-aggressive players.","source_urls":["https://picklegravity.com"],"tags":["player","power","style"],"last_verified":"2026-05-19"},{"id":"agility-score","category":"Style","question":"What is Tracie Vangel's Agility metric score?","title":"Tracie Vangel Agility Score","excerpt":"Their court coverage and agility rating is 90%.","answer":"Their court coverage and agility rating is 90%.","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":"2026-05-19"},{"id":"spin-score","category":"Style","question":"What is Tracie Vangel's Spin metric score?","title":"Tracie Vangel Spin Score","excerpt":"Their cut and topspin accuracy metric is 80%.","answer":"Their cut and topspin accuracy metric is 80%.","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":"2026-05-19"},{"id":"stamina-score","category":"Style","question":"What is Tracie Vangel's Stamina metric score?","title":"Tracie Vangel Stamina Score","excerpt":"Their stamina and longevity score is 80%.","answer":"Their cardiovascular stamina and longevity score is 80%.","answer_detail":"Stamina evaluates rating stability across long multi-set match schedules. High stamina prevents unforced errors in third-hour sets.","source_urls":["https://picklegravity.com"],"tags":["player","stamina","style"],"last_verified":"2026-05-19"},{"id":"weekly-streak","category":"Activity","question":"What is Tracie Vangel's weekly streak on GPN?","title":"Tracie Vangel GPN Weekly Activity Streak","excerpt":"Currently played 0 consecutive weeks. Max streak: 1 weeks.","answer":"They have played matches for 0 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":"2026-05-19"},{"id":"best-partner","category":"Chemistry","question":"Who is Tracie Vangel's best doubles partner?","title":"Tracie Vangel Best Partner","excerpt":"Amanda Dahling (DUPR 3.37) is their top partner.","answer":"Amanda Dahling (DUPR 3.37) is their top partner, with a chemistry score of 78%.","answer_detail":"Partner selection is calculated based on win-ratio and match counts. Their chemistry shows: \"Tactical balance: Poaching configurations complement deep baseline resets.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-05-19"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Tracie Vangel played with their best partner?","title":"Tracie Vangel Matches with Best Teammate","excerpt":"They have played 2 matches together, winning 0%.","answer":"They have played 2 matches together, winning 0% 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":"2026-05-19"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Tracie Vangel's partners?","title":"Tracie Vangel Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 3.11.","answer":"The average rating of their doubles partners is 3.11.","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":"2026-05-19"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Tracie Vangel's opponents?","title":"Tracie Vangel Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 3.10.","answer":"The average rating of their doubles opponents is 3.10.","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":"2026-05-19"},{"id":"rating-half-life","category":"Registry","question":"What is Tracie Vangel's rating half-life?","title":"Tracie Vangel DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 23 days.","answer":"Their DUPR rating half-life is 23 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":"2026-05-19"},{"id":"preferred-court","category":"Activity","question":"Where is Tracie Vangel's preferred home court facility?","title":"Tracie Vangel Preferred Home Court","excerpt":"Their preferred facility for matches is The Kitchen Grill & Games.","answer":"Their preferred facility for matches is The Kitchen Grill & Games.","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":"2026-05-19"},{"id":"weeks-active","category":"Activity","question":"How active has Tracie Vangel been in the last 18 weeks?","title":"Tracie Vangel 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":"2026-05-19"},{"id":"gender-status","category":"Registry","question":"Is Tracie Vangel male or female?","title":"Tracie Vangel 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":"2026-05-19"},{"id":"age-bracket","category":"Registry","question":"What is Tracie Vangel's age?","title":"Tracie Vangel Age & Birth Year","excerpt":"Recorded as 56 years (approximate birth year: 1970).","answer":"Their age is recorded as 56 years (approximate birth year: 1970).","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":"2026-05-19"},{"id":"last-verified","category":"Registry","question":"When was Tracie Vangel's record last updated?","title":"Tracie Vangel Profile Last Verified Date","excerpt":"Last verified on 2026-05-19.","answer":"Their DUPR rating and career stats were last verified on 2026-05-19.","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":"2026-05-19"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Tracie Vangel?","title":"Tracie Vangel Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-tracie-vangel-D9XQ9X","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-tracie-vangel-D9XQ9X or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-tracie-vangel-D9XQ9X?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":"2026-05-19"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Tracie Vangel play singles or doubles more frequently?","title":"Tracie Vangel 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 99%).","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":"2026-05-19"},{"id":"rating-tier","category":"Performance","question":"How does Tracie Vangel's doubles DUPR compare to the average player?","title":"Tracie Vangel Rating Percentile Tier","excerpt":"With rating 3.203, they rank in the Intermediate tier.","answer":"With a doubles rating of 3.203, they perform in the Intermediate/Novice 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":"2026-05-19"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 99% doubles reliability score?","title":"Tracie Vangel 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":"2026-05-19"},{"id":"rating-stability","category":"Registry","question":"How stable is Tracie Vangel's doubles rating over time?","title":"Tracie Vangel Rating Volatility","excerpt":"Stable profile based on half-life of 23 days.","answer":"With a rating half-life of 23 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":"2026-05-19"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Tracie Vangel perform best in?","title":"Tracie Vangel 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":"2026-05-19"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Tracie Vangel?","title":"Tracie Vangel 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":"2026-05-19"},{"id":"upcoming-leagues","category":"Activity","question":"Is Tracie Vangel registered for any upcoming local leagues or ladders?","title":"Tracie Vangel 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":"2026-05-19"},{"id":"high-win-streak","category":"Activity","question":"Does Tracie Vangel have a high win-streak history?","title":"Tracie Vangel 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 1 consecutive weeks.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","wins"],"last_verified":"2026-05-19"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Tracie Vangel has faced?","title":"Tracie Vangel Toughest Opponents","excerpt":"Opponent DUPR averages around 3.10.","answer":"Their average opponent DUPR is 3.10, 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":"2026-05-19"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Tracie Vangel associated with?","title":"Tracie Vangel GPN Networks","excerpt":"Plays in networks located around Columbia, MO, US.","answer":"They play in leagues and networks located around Columbia, MO, 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":"2026-05-19"},{"id":"preferred-court-surface","category":"Activity","question":"What is Tracie Vangel's preferred court surface for matches?","title":"Tracie Vangel Court Surface Preference","excerpt":"Active matches hosted at The Kitchen Grill & Games featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at The Kitchen Grill & Games, 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":"2026-05-19"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Tracie Vangel's career?","title":"Tracie Vangel 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-tracie-vangel-D9XQ9X?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":"2026-05-19"},{"id":"win-rate-percentage","category":"Performance","question":"What is Tracie Vangel's win rate percentage?","title":"Tracie Vangel Overall Win Rate","excerpt":"Their win rate is 49.6% across all sets.","answer":"Their overall win rate is 49.6%, 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":"2026-05-19"},{"id":"singles-reliability","category":"Performance","question":"Does Tracie Vangel have a singles reliability rating?","title":"Tracie Vangel Singles Reliability","excerpt":"Singles reliability is recorded as 0%.","answer":"Yes, their singles rating reliability is recorded as 0%.","answer_detail":"This shows rating accuracy for singles games. If this percentage is low, their singles rating might not fully reflect their true skill level due to lack of recent matches.","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"],"last_verified":"2026-05-19"},{"id":"playstyle-calculation","category":"Style","question":"How is Tracie Vangel's playstyle category calculated?","title":"Tracie Vangel 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":"2026-05-19"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Tracie Vangel based on birth year?","title":"Tracie Vangel Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year 1970.","answer":"Based on their birth year 1970, they fall into the Senior (50+) 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":"2026-05-19"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Tracie Vangel's matchmaking rank?","title":"Tracie Vangel Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 23 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":"2026-05-19"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Tracie Vangel to a match on GPN?","title":"Challenge Tracie Vangel","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":"2026-05-19"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Tracie Vangel play indoor or outdoor matches more?","title":"Tracie Vangel Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at The Kitchen Grill & Games, which determines their environment focus.","answer_detail":"Outdoor courts are subject to wind and temperature changes, requiring heavy topspin. 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