data/test.json

[
    {
        "id":  129,
        "room_depth":  10.18,
        "room_width":  14.92,
        "aspect_ratio":  0.68,
        "wwr":  0.31,
        "louver_angle":  30.2,
        "overhang_depth":  1.57,
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        "glazing_u_val":  1.44,
        "actual_sda_percent":  27.2,
        "pred_sda_percent":  25.1,
        "residual_sda_percent":  2.1,
        "actual_cooling_load":  69.1,
        "pred_cooling_load":  66.5,
        "residual_cooling_load":  2.6,
        "actual_peak_stress":  35.2,
        "pred_peak_stress":  33.7,
        "residual_peak_stress":  1.5,
        "actual_embodied_carbon":  350.6,
        "pred_embodied_carbon":  354.2,
        "residual_embodied_carbon":  -3.6
    },
    {
        "id":  130,
        "room_depth":  8.65,
        "room_width":  11.03,
        "aspect_ratio":  0.78,
        "wwr":  0.71,
        "louver_angle":  67.5,
        "overhang_depth":  0.4,
        "orientation_azimuth":  52.1,
        "glazing_u_val":  2.61,
        "actual_sda_percent":  30.6,
        "pred_sda_percent":  29.1,
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        "actual_cooling_load":  98.9,
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        "residual_cooling_load":  2.2,
        "actual_peak_stress":  26.2,
        "pred_peak_stress":  25.4,
        "residual_peak_stress":  0.8,
        "actual_embodied_carbon":  349,
        "pred_embodied_carbon":  351.3,
        "residual_embodied_carbon":  -2.3
    },
    {
        "id":  131,
        "room_depth":  19.58,
        "room_width":  19.94,
        "aspect_ratio":  0.98,
        "wwr":  0.41,
        "louver_angle":  69.8,
        "overhang_depth":  0.68,
        "orientation_azimuth":  17.4,
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        "actual_sda_percent":  18.2,
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        "actual_cooling_load":  82.5,
        "pred_cooling_load":  80.6,
        "residual_cooling_load":  1.9,
        "actual_peak_stress":  56.4,
        "pred_peak_stress":  56.4,
        "residual_peak_stress":  0,
        "actual_embodied_carbon":  391.6,
        "pred_embodied_carbon":  394.1,
        "residual_embodied_carbon":  -2.5
    },
    {
        "id":  132,
        "room_depth":  19.84,
        "room_width":  18.82,
        "aspect_ratio":  1.05,
        "wwr":  0.54,
        "louver_angle":  15.3,
        "overhang_depth":  1.97,
        "orientation_azimuth":  62.5,
        "glazing_u_val":  2.37,
        "actual_sda_percent":  23.5,
        "pred_sda_percent":  23,
        "residual_sda_percent":  0.5,
        "actual_cooling_load":  106.8,
        "pred_cooling_load":  106.4,
        "residual_cooling_load":  0.4,
        "actual_peak_stress":  57.7,
        "pred_peak_stress":  56.2,
        "residual_peak_stress":  1.5,
        "actual_embodied_carbon":  448.9,
        "pred_embodied_carbon":  450.1,
        "residual_embodied_carbon":  -1.2
    },
    {
        "id":  133,
        "room_depth":  7.97,
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        "aspect_ratio":  0.37,
        "wwr":  0.22,
        "louver_angle":  19.9,
        "overhang_depth":  0.97,
        "orientation_azimuth":  -54.9,
        "glazing_u_val":  1.49,
        "actual_sda_percent":  22.5,
        "pred_sda_percent":  23.2,
        "residual_sda_percent":  -0.7,
        "actual_cooling_load":  63.8,
        "pred_cooling_load":  64.9,
        "residual_cooling_load":  -1.1,
        "actual_peak_stress":  59.3,
        "pred_peak_stress":  59.8,
        "residual_peak_stress":  -0.5,
        "actual_embodied_carbon":  385.6,
        "pred_embodied_carbon":  381.4,
        "residual_embodied_carbon":  4.2
    },
    {
        "id":  134,
        "room_depth":  8.54,
        "room_width":  10.91,
        "aspect_ratio":  0.78,
        "wwr":  0.74,
        "louver_angle":  27.2,
        "overhang_depth":  0.69,
        "orientation_azimuth":  -32.5,
        "glazing_u_val":  2.93,
        "actual_sda_percent":  45.9,
        "pred_sda_percent":  47.9,
        "residual_sda_percent":  -2,
        "actual_cooling_load":  121,
        "pred_cooling_load":  118.8,
        "residual_cooling_load":  2.2,
        "actual_peak_stress":  27.4,
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        "residual_peak_stress":  -1.5,
        "actual_embodied_carbon":  362.1,
        "pred_embodied_carbon":  365.7,
        "residual_embodied_carbon":  -3.6
    },
    {
        "id":  135,
        "room_depth":  18.56,
        "room_width":  12.42,
        "aspect_ratio":  1.49,
        "wwr":  0.77,
        "louver_angle":  39.6,
        "overhang_depth":  0.25,
        "orientation_azimuth":  -50.1,
        "glazing_u_val":  2.36,
        "actual_sda_percent":  34.6,
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        "actual_cooling_load":  117.6,
        "pred_cooling_load":  117.7,
        "residual_cooling_load":  -0.1,
        "actual_peak_stress":  52.8,
        "pred_peak_stress":  54.1,
        "residual_peak_stress":  -1.3,
        "actual_embodied_carbon":  427.4,
        "pred_embodied_carbon":  424.3,
        "residual_embodied_carbon":  3.1
    },
    {
        "id":  136,
        "room_depth":  22.13,
        "room_width":  6.52,
        "aspect_ratio":  3.39,
        "wwr":  0.37,
        "louver_angle":  22.9,
        "overhang_depth":  0.1,
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        "residual_cooling_load":  1.8,
        "actual_peak_stress":  67.8,
        "pred_peak_stress":  66.4,
        "residual_peak_stress":  1.4,
        "actual_embodied_carbon":  390.5,
        "pred_embodied_carbon":  389.3,
        "residual_embodied_carbon":  1.2
    },
    {
        "id":  137,
        "room_depth":  11.1,
        "room_width":  10.39,
        "aspect_ratio":  1.07,
        "wwr":  0.34,
        "louver_angle":  53.8,
        "overhang_depth":  1.23,
        "orientation_azimuth":  -27.3,
        "glazing_u_val":  1.15,
        "actual_sda_percent":  20.4,
        "pred_sda_percent":  21,
        "residual_sda_percent":  -0.6,
        "actual_cooling_load":  69.6,
        "pred_cooling_load":  69.4,
        "residual_cooling_load":  0.2,
        "actual_peak_stress":  22.2,
        "pred_peak_stress":  22.5,
        "residual_peak_stress":  -0.3,
        "actual_embodied_carbon":  310,
        "pred_embodied_carbon":  312.7,
        "residual_embodied_carbon":  -2.7
    },
    {
        "id":  138,
        "room_depth":  15.52,
        "room_width":  6.82,
        "aspect_ratio":  2.28,
        "wwr":  0.25,
        "louver_angle":  54.1,
        "overhang_depth":  2.04,
        "orientation_azimuth":  -69.6,
        "glazing_u_val":  2.14,
        "actual_sda_percent":  19.5,
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        "residual_sda_percent":  -1.2,
        "actual_cooling_load":  80.9,
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        "residual_cooling_load":  -0.9,
        "actual_peak_stress":  37.6,
        "pred_peak_stress":  38.9,
        "residual_peak_stress":  -1.3,
        "actual_embodied_carbon":  350.7,
        "pred_embodied_carbon":  355.1,
        "residual_embodied_carbon":  -4.4
    },
    {
        "id":  139,
        "room_depth":  10.52,
        "room_width":  15.63,
        "aspect_ratio":  0.67,
        "wwr":  0.65,
        "louver_angle":  65.2,
        "overhang_depth":  0.77,
        "orientation_azimuth":  -37.5,
        "glazing_u_val":  2.03,
        "actual_sda_percent":  25.2,
        "pred_sda_percent":  24.7,
        "residual_sda_percent":  0.5,
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        "pred_cooling_load":  96.9,
        "residual_cooling_load":  -1.7,
        "actual_peak_stress":  41.3,
        "pred_peak_stress":  41.8,
        "residual_peak_stress":  -0.5,
        "actual_embodied_carbon":  384.1,
        "pred_embodied_carbon":  384.9,
        "residual_embodied_carbon":  -0.8
    },
    {
        "id":  140,
        "room_depth":  6.51,
        "room_width":  12.87,
        "aspect_ratio":  0.51,
        "wwr":  0.73,
        "louver_angle":  17.7,
        "overhang_depth":  1.8,
        "orientation_azimuth":  -60.8,
        "glazing_u_val":  2.66,
        "actual_sda_percent":  43.7,
        "pred_sda_percent":  43.8,
        "residual_sda_percent":  -0.1,
        "actual_cooling_load":  114.2,
        "pred_cooling_load":  115.3,
        "residual_cooling_load":  -1.1,
        "actual_peak_stress":  31.7,
        "pred_peak_stress":  31.6,
        "residual_peak_stress":  0.1,
        "actual_embodied_carbon":  399.9,
        "pred_embodied_carbon":  403.6,
        "residual_embodied_carbon":  -3.7
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    {
        "id":  141,
        "room_depth":  16,
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        "wwr":  0.72,
        "louver_angle":  46.3,
        "overhang_depth":  1.41,
        "orientation_azimuth":  53.9,
        "glazing_u_val":  1.68,
        "actual_sda_percent":  30.9,
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        "residual_sda_percent":  0.4,
        "actual_cooling_load":  100.7,
        "pred_cooling_load":  98.2,
        "residual_cooling_load":  2.5,
        "actual_peak_stress":  42.9,
        "pred_peak_stress":  43.5,
        "residual_peak_stress":  -0.6,
        "actual_embodied_carbon":  427.3,
        "pred_embodied_carbon":  423.6,
        "residual_embodied_carbon":  3.7
    },
    {
        "id":  142,
        "room_depth":  7.63,
        "room_width":  20.74,
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        "wwr":  0.32,
        "louver_angle":  12.4,
        "overhang_depth":  1.61,
        "orientation_azimuth":  -38.1,
        "glazing_u_val":  2.76,
        "actual_sda_percent":  29.2,
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        "residual_sda_percent":  0.4,
        "actual_cooling_load":  93.2,
        "pred_cooling_load":  92.8,
        "residual_cooling_load":  0.4,
        "actual_peak_stress":  58,
        "pred_peak_stress":  57.1,
        "residual_peak_stress":  0.9,
        "actual_embodied_carbon":  413.6,
        "pred_embodied_carbon":  414.9,
        "residual_embodied_carbon":  -1.3
    },
    {
        "id":  143,
        "room_depth":  17.11,
        "room_width":  6.65,
        "aspect_ratio":  2.57,
        "wwr":  0.28,
        "louver_angle":  35.9,
        "overhang_depth":  0.67,
        "orientation_azimuth":  21.9,
        "glazing_u_val":  1.16,
        "actual_sda_percent":  25.8,
        "pred_sda_percent":  27.1,
        "residual_sda_percent":  -1.3,
        "actual_cooling_load":  71.7,
        "pred_cooling_load":  72.7,
        "residual_cooling_load":  -1,
        "actual_peak_stress":  43.7,
        "pred_peak_stress":  43.6,
        "residual_peak_stress":  0.1,
        "actual_embodied_carbon":  335.4,
        "pred_embodied_carbon":  338.3,
        "residual_embodied_carbon":  -2.9
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    {
        "id":  144,
        "room_depth":  9.36,
        "room_width":  8.28,
        "aspect_ratio":  1.13,
        "wwr":  0.43,
        "louver_angle":  29.7,
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        "glazing_u_val":  1.86,
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        "pred_sda_percent":  31.7,
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        "actual_peak_stress":  20.6,
        "pred_peak_stress":  20.5,
        "residual_peak_stress":  0.1,
        "actual_embodied_carbon":  292.4,
        "pred_embodied_carbon":  289.7,
        "residual_embodied_carbon":  2.7
    },
    {
        "id":  145,
        "room_depth":  16.11,
        "room_width":  7.9,
        "aspect_ratio":  2.04,
        "wwr":  0.24,
        "louver_angle":  53.6,
        "overhang_depth":  2.02,
        "orientation_azimuth":  70.8,
        "glazing_u_val":  2.55,
        "actual_sda_percent":  16.6,
        "pred_sda_percent":  17.1,
        "residual_sda_percent":  -0.5,
        "actual_cooling_load":  84.5,
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        "residual_cooling_load":  2.5,
        "actual_peak_stress":  40.3,
        "pred_peak_stress":  40,
        "residual_peak_stress":  0.3,
        "actual_embodied_carbon":  357.4,
        "pred_embodied_carbon":  353.1,
        "residual_embodied_carbon":  4.3
    },
    {
        "id":  146,
        "room_depth":  14.61,
        "room_width":  12.39,
        "aspect_ratio":  1.18,
        "wwr":  0.76,
        "louver_angle":  42.1,
        "overhang_depth":  1.51,
        "orientation_azimuth":  -33.2,
        "glazing_u_val":  2.82,
        "actual_sda_percent":  34.1,
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        "residual_sda_percent":  0.7,
        "actual_cooling_load":  121.3,
        "pred_cooling_load":  119.7,
        "residual_cooling_load":  1.6,
        "actual_peak_stress":  37.7,
        "pred_peak_stress":  38.8,
        "residual_peak_stress":  -1.1,
        "actual_embodied_carbon":  423.4,
        "pred_embodied_carbon":  424.6,
        "residual_embodied_carbon":  -1.2
    },
    {
        "id":  147,
        "room_depth":  8.23,
        "room_width":  15.88,
        "aspect_ratio":  0.52,
        "wwr":  0.32,
        "louver_angle":  40.4,
        "overhang_depth":  0.36,
        "orientation_azimuth":  10.5,
        "glazing_u_val":  2.4,
        "actual_sda_percent":  29.9,
        "pred_sda_percent":  31.2,
        "residual_sda_percent":  -1.3,
        "actual_cooling_load":  85,
        "pred_cooling_load":  84.6,
        "residual_cooling_load":  0.4,
        "actual_peak_stress":  40.1,
        "pred_peak_stress":  41,
        "residual_peak_stress":  -0.9,
        "actual_embodied_carbon":  323.1,
        "pred_embodied_carbon":  320.6,
        "residual_embodied_carbon":  2.5
    },
    {
        "id":  148,
        "room_depth":  21.44,
        "room_width":  6.28,
        "aspect_ratio":  3.41,
        "wwr":  0.71,
        "louver_angle":  16.4,
        "overhang_depth":  0.36,
        "orientation_azimuth":  -33.3,
        "glazing_u_val":  2.17,
        "actual_sda_percent":  38.8,
        "pred_sda_percent":  37,
        "residual_sda_percent":  1.8,
        "actual_cooling_load":  121.8,
        "pred_cooling_load":  122.6,
        "residual_cooling_load":  -0.8,
        "actual_peak_stress":  64.1,
        "pred_peak_stress":  64.8,
        "residual_peak_stress":  -0.7,
        "actual_embodied_carbon":  455.5,
        "pred_embodied_carbon":  457.7,
        "residual_embodied_carbon":  -2.2
    },
    {
        "id":  149,
        "room_depth":  10.13,
        "room_width":  20.64,
        "aspect_ratio":  0.49,
        "wwr":  0.38,
        "louver_angle":  69.1,
        "overhang_depth":  0.75,
        "orientation_azimuth":  -15.9,
        "glazing_u_val":  2.46,
        "actual_sda_percent":  23.3,
        "pred_sda_percent":  22.3,
        "residual_sda_percent":  1,
        "actual_cooling_load":  84.3,
        "pred_cooling_load":  85.7,
        "residual_cooling_load":  -1.4,
        "actual_peak_stress":  59.5,
        "pred_peak_stress":  58.3,
        "residual_peak_stress":  1.2,
        "actual_embodied_carbon":  397.8,
        "pred_embodied_carbon":  395.6,
        "residual_embodied_carbon":  2.2
    },
    {
        "id":  150,
        "room_depth":  11.59,
        "room_width":  8.11,
        "aspect_ratio":  1.43,
        "wwr":  0.7,
        "louver_angle":  8.2,
        "overhang_depth":  2.18,
        "orientation_azimuth":  -49.3,
        "glazing_u_val":  2.79,
        "actual_sda_percent":  35.5,
        "pred_sda_percent":  36.4,
        "residual_sda_percent":  -0.9,
        "actual_cooling_load":  120.4,
        "pred_cooling_load":  120.6,
        "residual_cooling_load":  -0.2,
        "actual_peak_stress":  28.5,
        "pred_peak_stress":  27.2,
        "residual_peak_stress":  1.3,
        "actual_embodied_carbon":  405.4,
        "pred_embodied_carbon":  405.5,
        "residual_embodied_carbon":  -0.1
    },
    {
        "id":  151,
        "room_depth":  10.44,
        "room_width":  21.78,
        "aspect_ratio":  0.48,
        "wwr":  0.68,
        "louver_angle":  4.7,
        "overhang_depth":  1.33,
        "orientation_azimuth":  -0.2,
        "glazing_u_val":  2.33,
        "actual_sda_percent":  43.4,
        "pred_sda_percent":  44,
        "residual_sda_percent":  -0.6,
        "actual_cooling_load":  116,
        "pred_cooling_load":  114.1,
        "residual_cooling_load":  1.9,
        "actual_peak_stress":  65.1,
        "pred_peak_stress":  65.3,
        "residual_peak_stress":  -0.2,
        "actual_embodied_carbon":  483.6,
        "pred_embodied_carbon":  482.5,
        "residual_embodied_carbon":  1.1
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    {
        "id":  152,
        "room_depth":  16.64,
        "room_width":  13.19,
        "aspect_ratio":  1.26,
        "wwr":  0.26,
        "louver_angle":  58.2,
        "overhang_depth":  1.38,
        "orientation_azimuth":  3.3,
        "glazing_u_val":  1.98,
        "actual_sda_percent":  19.6,
        "pred_sda_percent":  21.5,
        "residual_sda_percent":  -1.9,
        "actual_cooling_load":  78.3,
        "pred_cooling_load":  77.4,
        "residual_cooling_load":  0.9,
        "actual_peak_stress":  39.9,
        "pred_peak_stress":  40.2,
        "residual_peak_stress":  -0.3,
        "actual_embodied_carbon":  348.6,
        "pred_embodied_carbon":  351.5,
        "residual_embodied_carbon":  -2.9
    },
    {
        "id":  153,
        "room_depth":  17.47,
        "room_width":  16.15,
        "aspect_ratio":  1.08,
        "wwr":  0.32,
        "louver_angle":  54.4,
        "overhang_depth":  0.5,
        "orientation_azimuth":  43.6,
        "glazing_u_val":  2.78,
        "actual_sda_percent":  19,
        "pred_sda_percent":  17.5,
        "residual_sda_percent":  1.5,
        "actual_cooling_load":  95.2,
        "pred_cooling_load":  95.9,
        "residual_cooling_load":  -0.7,
        "actual_peak_stress":  43.7,
        "pred_peak_stress":  42.8,
        "residual_peak_stress":  0.9,
        "actual_embodied_carbon":  334.8,
        "pred_embodied_carbon":  338.3,
        "residual_embodied_carbon":  -3.5
    },
    {
        "id":  154,
        "room_depth":  23.77,
        "room_width":  11.39,
        "aspect_ratio":  2.09,
        "wwr":  0.72,
        "louver_angle":  22.8,
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]