diff --git a/notebooks/graphs.ipynb b/notebooks/graphs.ipynb index ef5a5f7..d76cfeb 100644 --- a/notebooks/graphs.ipynb +++ b/notebooks/graphs.ipynb @@ -1415,7 +1415,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "id": "84addc63", "metadata": {}, "outputs": [ @@ -1449,25 +1449,6 @@ "fat_burn_max_idx = df['FAT_smoothed'].idxmax()\n", "carb_burn_min_idx = df['CHO_smoothed'].idxmin()\n", "\n", - "# # Get the data at maximum fat burning point\n", - "# max_fat_row = df.loc[fat_burn_max_idx]\n", - "# print(f\"Maximum Fat Burning Point:\")\n", - "# print(f\"Time: {max_fat_row['T(sec)']} seconds\")\n", - "# print(f\"Fat burn rate: {max_fat_row['FAT_smoothed']:.3f} kcal/min\")\n", - "# print(f\"Carb burn rate: {max_fat_row['CHO_smoothed']:.3f} kcal/min\")\n", - "# print(f\"Heart Rate: {max_fat_row['HR(bpm)_smoothed']:.1f} bpm\")\n", - "# print(f\"VO2: {max_fat_row['VO2(ml/min)_smoothed']:.1f} ml/min\")\n", - "\n", - "# print(\"\\n\" + \"=\"*50)\n", - "\n", - "# # Get the data at minimum carb burning point\n", - "# min_carb_row = df.loc[carb_burn_min_idx]\n", - "# print(f\"Minimum Carbohydrate Burning Point:\")\n", - "# print(f\"Time: {min_carb_row['T(sec)']} seconds\")\n", - "# print(f\"Fat burn rate: {min_carb_row['FAT_smoothed']:.3f} kcal/min\")\n", - "# print(f\"Carb burn rate: {min_carb_row['CHO_smoothed']:.3f} kcal/min\")\n", - "# print(f\"Heart Rate: {min_carb_row['HR(bpm)_smoothed']:.1f} bpm\")\n", - "# print(f\"VO2: {min_carb_row['VO2(ml/min)_smoothed']:.1f} ml/min\")\n", "\n", "print(\"\\n\" + \"=\"*50)\n", "\n", @@ -1572,15 +1553,15 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 40, "id": "f324fe94", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] }, "metadata": {}, @@ -1588,6 +1569,8 @@ } ], "source": [ + "import math\n", + "\n", "# Define the fixed rows\n", "descriptions = [\n", " \"Improves health and\\nrecovery capacity\",\n", @@ -1615,12 +1598,13 @@ "\n", "# Define the zones for iteration\n", "# Note: zone_3_start is a dictionary (vt1), others are floats\n", + "# Use math.floor to ensure values match the exact integer values requested\n", "zones_list = [\n", - " (\"Zone 1\", zone_1_start, zone_1_end),\n", - " (\"Zone 2\", zone_2_start, zone_2_end),\n", - " (\"Zone 3\", zone_3_start['HeartRate'], zone_3_end),\n", - " (\"Zone 4\", zone_4_start, zone_4_end),\n", - " (\"Zone 5\", zone_5_start, zone_5_end)\n", + " (\"Zone 1\", math.floor(zone_1_start), math.floor(zone_1_end)),\n", + " (\"Zone 2\", math.floor(zone_2_start), math.floor(zone_2_end)),\n", + " (\"Zone 3\", math.floor(zone_3_start['HeartRate']), math.floor(zone_3_end)),\n", + " (\"Zone 4\", math.floor(zone_4_start), math.floor(zone_4_end)),\n", + " (\"Zone 5\", math.floor(zone_5_start), math.floor(zone_5_end))\n", "]\n", "\n", "# Calculate metrics for each zone\n", @@ -1716,7 +1700,7 @@ "col_labels = [\"Zone 1\", \"Zone 2\", \"Zone 3\", \"Zone 4\", \"Zone 5\"]\n", "\n", "# Create the table plot\n", - "fig, ax = plt.subplots(figsize=(16, 12)) # Increased height slightly\n", + "fig, ax = plt.subplots(figsize=(12, 8)) # Reduced width from 16 to 12\n", "ax.axis('off')\n", "\n", "# Create table without rowLabels\n", @@ -1750,7 +1734,7 @@ " cell.set_facecolor(colors[j])\n", " cell.set_text_props(weight='bold')\n", "\n", - "plt.title(\"Personalized Heart Rate Zones\", fontsize=16, fontweight='bold', pad=20)\n", + "plt.title(\"Personalized Heart Rate Zones\", fontsize=16, fontweight='bold', pad=5) # Reduced pad from 20 to 5\n", "plt.tight_layout()\n", "plt.show()" ]