PHPMem v2.0.1

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1.6.45
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7 days 11 hours 37 minutes 12 seconds

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512MB
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llm:a4d060bd6cc341663084c5e1f52739c1e13a1b543a2c47ca52be24795b954891
TTL 2 hours 52 minutes 11 seconds Size 2,10KB Export
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{
    "action": "final",
    "content": "## Most Important Metric: Career Wins (won_A)\n\nThe most important numeric metric in this boxing dataset is **career wins** (won_A), which represents Fighter A's total professional victories entering each match. This metric is central because:\n\n1. **Highest variation**: With a standard deviation of 27.6 wins (compared to 19.9 for Fighter B), it shows the widest spread of experience levels\n2. **Predictive power**: Fighter A wins 83% of matches in this dataset, and their average win count (23.1) significantly exceeds Fighter B's (15.2)\n3. **Core boxing measure**: Win records are the fundamental currency of a boxer's career and reputation\n\n### Highest Records (332 wins)\n\nThe peak performer appears in 3 matches with an extraordinary **332-84-42 record** (wins-losses-draws):\n\n- **Match 1**: Lost by KO to a 75-4-5 opponent (age 19) despite the massive experience gap\n- **Match 2**: Lost by points decision to a 53-14-7 opponent  \n- **Match 3**: Drew by points with a 63-13-5 opponent (age 24)\n\nRemarkably, this legendary fighter with 332 wins **did not win any of these three recorded matches**, suggesting these may be late-career bouts or the dataset captures only specific high-profile fights.\n\n### Lowest Records (0 wins - debut fighters)\n\nThe dataset contains **numerous debut matches** where Fighter A entered with 0 career wins. These show the full spectrum of outcomes:\n\n- **Wins**: Many successful debuts (e.g., 0-0-0 defeating opponents with 0-1-0, 0-5-4, even 58-23-4 records)\n- **Losses**: Some debut losses (e.g., 0-0-0 losing to 0-0-0, 0-2-1, 1-5-3 opponents)  \n- **Draws**: A few debut draws (e.g., 0-0-1 drawing with 1-0-0, 0-0-0 drawing with 5-3-0)\n\nThe presence of 0-0-0 vs 0-0-0 matchups indicates the dataset includes true professional debuts where both fighters are entering their first recorded bout.",
    "charts": [
        {
            "kind": "bar",
            "x": "result",
            "series": [
                "match_count"
            ],
            "title": "Match Outcomes Distribution (Fighter A perspective)"
        }
    ]
}