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analytics/price_predictions.json

1477 lines

{
  "generated_at": "2025-11-17T09:11:56.561245",
  "summary": {
    "total_watches": 32,
    "total_price_points": 196,
    "watches_with_predictions": 30,
    "anomalies_detected": 5
  },
  "model_performance": {
    "linear_r2": 0.7546,
    "ridge_r2": 0.7546,
    "polynomial_r2": 0.7314,
    "best_model": "linear"
  },
  "appreciation_metrics": [
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      "watch_id": "speedmaster-moonwatch-1957",
      "model": "Speedmaster Professional CK2915",
      "series": "Speedmaster",
      "year_introduced": 1957,
      "first_price": 95,
      "current_price": 200000,
      "years_tracked": 67,
      "cagr": 12.1,
      "total_appreciation_pct": 210426.32,
      "volatility": 188.58,
      "risk_adjusted_return": 0.06,
      "data_points": 10,
      "avg_price": 37229.6
    },
    {
      "watch_id": "speedmaster-moonwatch-1969",
      "model": "Speedmaster Professional Moonwatch ST 105.012",
      "series": "Speedmaster",
      "year_introduced": 1963,
      "first_price": 106,
      "current_price": 7200,
      "years_tracked": 61,
      "cagr": 7.16,
      "total_appreciation_pct": 6692.45,
      "volatility": 116.21,
      "risk_adjusted_return": 0.06,
      "data_points": 16,
      "avg_price": 4068.19
    },
    {
      "watch_id": "speedmaster-ultraman-1968",
      "model": "Speedmaster Professional 'Ultraman'",
      "series": "Speedmaster",
      "year_introduced": 1968,
      "first_price": 185,
      "current_price": 45000,
      "years_tracked": 56,
      "cagr": 10.31,
      "total_appreciation_pct": 24224.32,
      "volatility": 99.82,
      "risk_adjusted_return": 0.1,
      "data_points": 7,
      "avg_price": 13112.14
    },
    {
      "watch_id": "speedmaster-125-1973",
      "model": "Speedmaster 125",
      "series": "Speedmaster",
      "year_introduced": 1973,
      "first_price": 1041,
      "current_price": 8500,
      "years_tracked": 51,
      "cagr": 4.2,
      "total_appreciation_pct": 716.52,
      "volatility": 26.96,
      "risk_adjusted_return": 0.16,
      "data_points": 6,
      "avg_price": 3256.83
    },
    {
      "watch_id": "speedmaster-mark-v-1985",
      "model": "Speedmaster Mark V",
      "series": "Speedmaster",
      "year_introduced": 1985,
      "first_price": 1045,
      "current_price": 5500,
      "years_tracked": 39,
      "cagr": 4.35,
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      "volatility": 24.67,
      "risk_adjusted_return": 0.18,
      "data_points": 5,
      "avg_price": 2549.0
    },
    {
      "watch_id": "speedmaster-alaska-project-1978",
      "model": "Speedmaster Alaska Project III",
      "series": "Speedmaster",
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      "current_price": 250000,
      "years_tracked": 46,
      "cagr": 15.36,
      "total_appreciation_pct": 71328.57,
      "volatility": 468.33,
      "risk_adjusted_return": 0.03,
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      "avg_price": 90475.0
    },
    {
      "watch_id": "speedmaster-racing-2008",
      "model": "Speedmaster Racing",
      "series": "Speedmaster",
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      "first_price": 3200,
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      "cagr": 3.9,
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      "volatility": 2.17,
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      "data_points": 5,
      "avg_price": 4520.0
    },
    {
      "watch_id": "speedmaster-dark-side-moon-2013",
      "model": "Speedmaster Dark Side of the Moon",
      "series": "Speedmaster",
      "year_introduced": 2013,
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      "cagr": 4.22,
      "total_appreciation_pct": 57.61,
      "volatility": 1.53,
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      "avg_price": 11840.0
    },
    {
      "watch_id": "speedmaster-snoopy-2003",
      "model": "Speedmaster Professional Snoopy Award",
      "series": "Speedmaster",
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      "first_price": 3195,
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    {
      "watch_id": "seamaster-300-1957",
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    },
    {
      "watch_id": "seamaster-diver-300m-1993",
      "model": "Seamaster Diver 300M",
      "series": "Seamaster",
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    {
      "watch_id": "seamaster-planet-ocean-2005",
      "model": "Seamaster Planet Ocean",
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    {
      "watch_id": "seamaster-aqua-terra-2002",
      "model": "Seamaster Aqua Terra",
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    {
      "watch_id": "seamaster-ploprof-1970",
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    {
      "watch_id": "constellation-pie-pan-1952",
      "model": "Constellation 'Pie Pan'",
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    {
      "watch_id": "constellation-manhattan-1982",
      "model": "Constellation Manhattan",
      "series": "Constellation",
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    {
      "watch_id": "de-ville-1967",
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      "series": "De Ville",
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    },
    {
      "watch_id": "de-ville-tresor-2014",
      "model": "De Ville Tr\u00e9sor",
      "series": "De Ville",
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    },
    {
      "watch_id": "railmaster-1957",
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    {
      "watch_id": "cosmic-moonphase-1947",
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    {
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    {
      "watch_id": "flightmaster-1969",
      "model": "Flightmaster",
      "series": "Flightmaster",
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    },
    {
      "watch_id": "seamaster-de-ville-165020",
      "model": "Seamaster De Ville 165.020",
      "series": "Seamaster",
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    },
    {
      "watch_id": "geneve-dynamic-1968",
      "model": "Gen\u00e8ve Dynamic",
      "series": "Gen\u00e8ve",
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    {
      "watch_id": "speedmaster-reduced-1988",
      "model": "Speedmaster Reduced",
      "series": "Speedmaster",
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    {
      "watch_id": "speedmaster-1957-trilogy-2017",
      "model": "Speedmaster 1957 Trilogy Limited Edition",
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      "watch_id": "seamaster-300-heritage-2014",
      "model": "Seamaster 300 Master Co-Axial",
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    {
      "watch_id": "speedmaster-moonwatch-calibre-321-2020",
      "model": "Speedmaster Moonwatch 321 Canopus Gold",
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    {
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    },
    {
      "watch_id": "constellation-globemaster-2015",
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    },
    {
      "watch_id": "seamaster-bullhead-1969",
      "model": "Seamaster Bullhead",
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      "first_price": 225,
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    },
    {
      "watch_id": "louis-brandt-chronograph-1991",
      "model": "Louis Brandt II Chronograph",
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  ],
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      "watch_id": "speedmaster-moonwatch-1957",
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    {
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      "model": "Speedmaster Professional 'Ultraman'",
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    },
    {
      "watch_id": "speedmaster-125-1973",
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    },
    {
      "watch_id": "speedmaster-mark-v-1985",
      "model": "Speedmaster Mark V",
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    },
    {
      "watch_id": "speedmaster-alaska-project-1978",
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    {
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    },
    {
      "watch_id": "speedmaster-dark-side-moon-2013",
      "model": "Speedmaster Dark Side of the Moon",
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    {
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    },
    {
      "watch_id": "seamaster-300-1957",
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      "mean_cagr": 5.87,
      "median_volatility": 20.04,
      "total_watches_analyzed": 32
    }
  }
}