{"version":"2.7.0","id":"player-randy-hallam-8GYRJM","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Randy Hallam?","title":"Randy Hallam Profile & Background","excerpt":"Randy Hallam is an active pickleball player registered under DUPR ID 8GYRJM.","answer":"Randy Hallam is an active pickleball player registered in the Pickle Gravity database with DUPR ID 8GYRJM. They reside and play matches in Orem, UT, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Randy Hallam 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":"2026-01-31"},{"id":"dupr-id","category":"Registry","question":"What is Randy Hallam's DUPR ID?","title":"Randy Hallam DUPR Identification Key","excerpt":"The unique DUPR identification key for Randy Hallam is 8GYRJM.","answer":"Their unique DUPR ID is 8GYRJM. 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":"2026-01-31"},{"id":"doubles-rating","category":"Performance","question":"What is Randy Hallam's doubles DUPR rating?","title":"Randy Hallam Doubles Rating","excerpt":"Randy Hallam's doubles DUPR rating is 4.684 with 48% reliability.","answer":"Their doubles DUPR rating is 4.684, verified with a reliability factor of 48%.","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":"2026-01-31"},{"id":"singles-rating","category":"Performance","question":"What is Randy Hallam's singles DUPR rating?","title":"Randy Hallam Singles Rating","excerpt":"Randy Hallam's singles DUPR rating is 4.046 with 39% reliability.","answer":"Their singles DUPR rating is 4.046, verified with a reliability factor of 39%.","answer_detail":"Singles matches require high coverage and speed. Their rating of 4.046 is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2026-01-31"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Randy Hallam played?","title":"Randy Hallam Match Count","excerpt":"Randy Hallam has played a total of 1240 matches in our tracked index.","answer":"In our database, Randy Hallam has played a total of 1240 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":"2026-01-31"},{"id":"match-record","category":"Performance","question":"What is Randy Hallam's match record (Wins / Losses)?","title":"Randy Hallam Win-Loss Record","excerpt":"Randy Hallam has 630 wins and 610 losses, representing a 50.8% win rate.","answer":"Their record is 630 Wins and 610 Losses, yielding an overall win rate of 50.8%.","answer_detail":"This ratio reflects their competitive consistency. Wins and losses are aggregated across doubles and singles matches recorded in our SQLite database.","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"],"last_verified":"2026-01-31"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Randy Hallam?","title":"Randy Hallam Points Won Percentage","excerpt":"Randy Hallam wins on average 50.58% of points per set.","answer":"On average, they win 50.58% 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":"2026-01-31"},{"id":"playing-style","category":"Style","question":"What is Randy Hallam's playing style?","title":"Randy Hallam Playstyle Analysis","excerpt":"Classified as Precision Dink Strategist: A master of soft placement, commanding the kitchen dink rallies with patience, consistency, and crosscourt angles.","answer":"Their playstyle is classified as \"Precision Dink Strategist\". Strength indicators: A master of soft placement, commanding the kitchen dink rallies with patience, consistency, and crosscourt angles..","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":"2026-01-31"},{"id":"control-score","category":"Style","question":"What is Randy Hallam's Control metric score?","title":"Randy Hallam Control Score","excerpt":"Their control and dinking accuracy score is 63%.","answer":"Their control and dinking accuracy score is 63%.","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":"2026-01-31"},{"id":"power-score","category":"Style","question":"What is Randy Hallam's Power metric score?","title":"Randy Hallam Power Score","excerpt":"Their drive and overhead power score is 68%.","answer":"Their drive and overhead power score is 68%.","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":"2026-01-31"},{"id":"agility-score","category":"Style","question":"What is Randy Hallam's Agility metric score?","title":"Randy Hallam Agility Score","excerpt":"Their court coverage and agility rating is 83%.","answer":"Their court coverage and agility rating is 83%.","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":"2026-01-31"},{"id":"spin-score","category":"Style","question":"What is Randy Hallam's Spin metric score?","title":"Randy Hallam Spin Score","excerpt":"Their cut and topspin accuracy metric is 78%.","answer":"Their cut and topspin accuracy metric is 78%.","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":"2026-01-31"},{"id":"stamina-score","category":"Style","question":"What is Randy Hallam's Stamina metric score?","title":"Randy Hallam Stamina Score","excerpt":"Their stamina and longevity score is 68%.","answer":"Their cardiovascular stamina and longevity score is 68%.","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":"2026-01-31"},{"id":"weekly-streak","category":"Activity","question":"What is Randy Hallam's weekly streak on GPN?","title":"Randy Hallam 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":"2026-01-31"},{"id":"best-partner","category":"Chemistry","question":"Who is Randy Hallam's best doubles partner?","title":"Randy Hallam Best Partner","excerpt":"Tim agnew (DUPR 3.83) is their top partner.","answer":"Tim agnew (DUPR 3.83) is their top partner, with a chemistry score of 95%.","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":"2026-01-31"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Randy Hallam played with their best partner?","title":"Randy Hallam Matches with Best Teammate","excerpt":"They have played 4 matches together, winning 75%.","answer":"They have played 4 matches together, winning 75% 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":"2026-01-31"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Randy Hallam's partners?","title":"Randy Hallam Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 4.55.","answer":"The average rating of their doubles partners is 4.55.","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":"2026-01-31"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Randy Hallam's opponents?","title":"Randy Hallam Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 4.55.","answer":"The average rating of their doubles opponents is 4.55.","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":"2026-01-31"},{"id":"rating-half-life","category":"Registry","question":"What is Randy Hallam's rating half-life?","title":"Randy Hallam DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 5 days.","answer":"Their DUPR rating half-life is 5 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":"2026-01-31"},{"id":"preferred-court","category":"Activity","question":"Where is Randy Hallam's preferred home court facility?","title":"Randy Hallam Preferred Home Court","excerpt":"Their preferred facility for matches is Noblesville, IN.","answer":"Their preferred facility for matches is Noblesville, IN.","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":"2026-01-31"},{"id":"weeks-active","category":"Activity","question":"How active has Randy Hallam been in the last 18 weeks?","title":"Randy Hallam 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":"2026-01-31"},{"id":"gender-status","category":"Registry","question":"Is Randy Hallam male or female?","title":"Randy Hallam Gender Classification","excerpt":"Registered gender is MALE.","answer":"Their gender is recorded as MALE.","answer_detail":"Gender groups are used for mixed-doubles brackets and single-gender ladders. This column helps organize tournament fixtures correctly.","source_urls":["https://mydupr.com"],"tags":["player","gender","profile"],"last_verified":"2026-01-31"},{"id":"age-bracket","category":"Registry","question":"What is Randy Hallam's age?","title":"Randy Hallam 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":"2026-01-31"},{"id":"last-verified","category":"Registry","question":"When was Randy Hallam's record last updated?","title":"Randy Hallam Profile Last Verified Date","excerpt":"Last verified on 2026-01-31.","answer":"Their DUPR rating and career stats were last verified on 2026-01-31.","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":"2026-01-31"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Randy Hallam?","title":"Randy Hallam Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-randy-hallam-8GYRJM","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-randy-hallam-8GYRJM or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-randy-hallam-8GYRJM?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":"2026-01-31"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Randy Hallam play singles or doubles more frequently?","title":"Randy Hallam 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 48%).","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":"2026-01-31"},{"id":"rating-tier","category":"Performance","question":"How does Randy Hallam's doubles DUPR compare to the average player?","title":"Randy Hallam Rating Percentile Tier","excerpt":"With rating 4.684, they rank in the Elite tier.","answer":"With a doubles rating of 4.684, they perform in the top 5% (Elite) tier of community players.","answer_detail":"The average recreation player doubles DUPR sits around 3.10 - 3.40. Ratings exceeding 4.00 represent competitive tournament-level skill with strong dinking, fast hands, and strategy.","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"],"last_verified":"2026-01-31"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 48% doubles reliability score?","title":"Randy Hallam 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":"2026-01-31"},{"id":"rating-stability","category":"Registry","question":"How stable is Randy Hallam's doubles rating over time?","title":"Randy Hallam Rating Volatility","excerpt":"Stable profile based on half-life of 5 days.","answer":"With a rating half-life of 5 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":"2026-01-31"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Randy Hallam perform best in?","title":"Randy Hallam 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":"2026-01-31"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Randy Hallam?","title":"Randy Hallam 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":"2026-01-31"},{"id":"upcoming-leagues","category":"Activity","question":"Is Randy Hallam registered for any upcoming local leagues or ladders?","title":"Randy Hallam 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":"2026-01-31"},{"id":"high-win-streak","category":"Activity","question":"Does Randy Hallam have a high win-streak history?","title":"Randy Hallam 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":"2026-01-31"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Randy Hallam has faced?","title":"Randy Hallam Toughest Opponents","excerpt":"Opponent DUPR averages around 4.55.","answer":"Their average opponent DUPR is 4.55, 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":"2026-01-31"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Randy Hallam associated with?","title":"Randy Hallam GPN Networks","excerpt":"Plays in networks located around Orem, UT, US.","answer":"They play in leagues and networks located around Orem, UT, 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":"2026-01-31"},{"id":"preferred-court-surface","category":"Activity","question":"What is Randy Hallam's preferred court surface for matches?","title":"Randy Hallam Court Surface Preference","excerpt":"Active matches hosted at Noblesville, IN featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at Noblesville, IN, 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":"2026-01-31"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Randy Hallam's career?","title":"Randy Hallam 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-randy-hallam-8GYRJM?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":"2026-01-31"},{"id":"win-rate-percentage","category":"Performance","question":"What is Randy Hallam's win rate percentage?","title":"Randy Hallam Overall Win Rate","excerpt":"Their win rate is 50.8% across all sets.","answer":"Their overall win rate is 50.8%, calculated from their total matches.","answer_detail":"Win rate is a core indicator of dominance. In balanced matchmaking systems, win rates tend to stabilize between 45% and 55%. Values higher than this indicate rapid skill advancement.","source_urls":["https://mydupr.com"],"tags":["player","win-rate","performance"],"last_verified":"2026-01-31"},{"id":"singles-reliability","category":"Performance","question":"Does Randy Hallam have a singles reliability rating?","title":"Randy Hallam Singles Reliability","excerpt":"Singles reliability is recorded as 39%.","answer":"Yes, their singles rating reliability is recorded as 39%.","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":"2026-01-31"},{"id":"playstyle-calculation","category":"Style","question":"How is Randy Hallam's playstyle category calculated?","title":"Randy Hallam 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":"2026-01-31"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Randy Hallam based on birth year?","title":"Randy Hallam 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":"2026-01-31"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Randy Hallam's matchmaking rank?","title":"Randy Hallam Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 5 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":"2026-01-31"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Randy Hallam to a match on GPN?","title":"Challenge Randy Hallam","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":"2026-01-31"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Randy Hallam play indoor or outdoor matches more?","title":"Randy Hallam Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at Noblesville, IN, which determines their environment focus.","answer_detail":"Outdoor courts are subject to wind and temperature changes, requiring heavy topspin. 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