diff --git a/notebook.ipynb b/notebook.ipynb index fc0fb8c..a3fb20f 100644 --- a/notebook.ipynb +++ b/notebook.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 34, + "execution_count": 1, "id": "63f43af5", "metadata": {}, "outputs": [], @@ -15,53 +15,15 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "b0ee2af1", "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Column names and data types after conversion:\n", - "T(sec) float64\n", - "PHASE object\n", - "HR(bpm) float64\n", - "VO2(ml/min) float64\n", - "VCO2(ml/min) float64\n", - "RER float64\n", - "VE(l/min) float64\n", - "FEO2 float64\n", - "FECO2 float64\n", - "FETO2 int64\n", - "FETCO2 int64\n", - "PETO2 (mmHg) int64\n", - "PETCO2(mmHg) int64\n", - "FIO2 float64\n", - "FICO2 float64\n", - "VT(l) float64\n", - "BF(bpm) float64\n", - "EE(kcal/day) float64\n", - "EE(kcal/min) float64\n", - "CARBS(kcal) float64\n", - "CARBS(%) float64\n", - "FAT(kcal) float64\n", - "FAT(%) float64\n", - "MET float64\n", - "CUMULATIVE EE(kcal) float64\n", - "BP(kPa) float64\n", - "Watts float64\n", - "Speed float64\n", - "dtype: object\n", - "\n", - "First few rows:\n" - ] - }, { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_3000/3236648660.py:3: FutureWarning: errors='ignore' is deprecated and will raise in a future version. Use to_numeric without passing `errors` and catch exceptions explicitly instead\n", + "/tmp/ipykernel_58338/2213558655.py:3: FutureWarning: errors='ignore' is deprecated and will raise in a future version. Use to_numeric without passing `errors` and catch exceptions explicitly instead\n", " df = df.apply(pd.to_numeric, errors='ignore')\n" ] } @@ -70,13 +32,32 @@ "df = pd.read_csv('data/Pnoe_20250729_1550-Moran_Keirstyn.csv', delimiter=';')\n", "# Convert all columns to numeric where possible, coercing errors to NaN\n", "df = df.apply(pd.to_numeric, errors='ignore')\n", - "\n", + "df['VO2 Pulse'] = df['VO2(ml/min)'] / df['HR(bpm)'] # VO2 Pulse in mL/beat\n", + "df['VO2 Breath'] = df['VO2(ml/min)'] / df['BF(bpm)'] # VO2 per Breath in mL/breath\n", "# Display column names and data types to verify conversion" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, + "id": "fbd292c3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "22.369999999999997\n" + ] + } + ], + "source": [ + "print(df['VO2 Pulse'].max())" + ] + }, + { + "cell_type": "code", + "execution_count": 17, "id": "ef8bc7ac", "metadata": {}, "outputs": [ @@ -132,7 +113,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 18, "id": "06244aa2", "metadata": {}, "outputs": [ @@ -246,11 +227,158 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, + "id": "0c3f01d0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['T(sec)', 'PHASE', 'HR(bpm)', 'VO2(ml/min)', 'VCO2(ml/min)', 'RER',\n", + " 'VE(l/min)', 'FEO2', 'FECO2', 'FETO2', 'FETCO2', 'PETO2 (mmHg)',\n", + " 'PETCO2(mmHg)', 'FIO2', 'FICO2', 'VT(l)', 'BF(bpm)', 'EE(kcal/day)',\n", + " 'EE(kcal/min)', 'CARBS(kcal)', 'CARBS(%)', 'FAT(kcal)', 'FAT(%)', 'MET',\n", + " 'CUMULATIVE EE(kcal)', 'BP(kPa)', 'Watts', 'Speed', 'VO2 Pulse',\n", + " 'VO2 Breath'],\n", + " dtype='object')" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 20, "id": "8a1878a0", "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "first_unique_phase = df.drop_duplicates(subset='PHASE')\n", + "phase_times = first_unique_phase['T(sec)'].tolist()\n", + "\n", + "plt.figure(figsize=(18, 5))\n", + "ax1 = plt.subplot()\n", + "\n", + "# Plot VO2 Pulse\n", + "line1 = sns.lineplot(data=df, x='T(sec)', y='VO2 Pulse', label='VO2 Pulse (mL/beat)', color='blue')\n", + "ax1.set_xlabel('Time (sec)')\n", + "ax1.set_ylabel('VO2 Pulse (mL/beat)')\n", + "ax1.set_title('VO2 Pulse, Heart Rate, and Speed Over Time')\n", + "ax1.set_ylim(0, df['VO2 Pulse'].max())\n", + "ax1.grid(True, alpha=0.1)\n", + "\n", + "# Create second y-axis for heart rate\n", + "ax2 = ax1.twinx()\n", + "line2 = sns.lineplot(data=df, x='T(sec)', y='HR(bpm)', color='red', ax=ax2, \n", + " linewidth=2, label='Heart Rate (bpm)')\n", + "ax2.set_ylabel('Heart Rate (bpm)', color='red')\n", + "ax2.tick_params(axis='y', labelcolor='red')\n", + "\n", + "# Create third y-axis for speed\n", + "ax3 = ax1.twinx()\n", + "ax3.spines['right'].set_position(('outward', 60))\n", + "line3 = sns.lineplot(data=df, x='T(sec)', y='Speed', color='green', ax=ax3, \n", + " drawstyle='steps-post', linewidth=2, label='Speed')\n", + "ax3.set_ylabel('Speed', color='green')\n", + "ax3.tick_params(axis='y', labelcolor='green')\n", + "\n", + "ax1.set_xticks(np.arange(0, df['T(sec)'].max() + 200, 200))\n", + "\n", + "# Remove default legends first\n", + "if ax1.get_legend():\n", + " ax1.get_legend().remove()\n", + "if ax2.get_legend():\n", + " ax2.get_legend().remove()\n", + "if ax3.get_legend():\n", + " ax3.get_legend().remove()\n", + "\n", + "# Combine legends from all axes in the top left\n", + "lines1, labels1 = ax1.get_legend_handles_labels()\n", + "lines2, labels2 = ax2.get_legend_handles_labels()\n", + "lines3, labels3 = ax3.get_legend_handles_labels()\n", + "ax1.legend(lines1 + lines2 + lines3, labels1 + labels2 + labels3, loc='upper left')\n", + "\n", + "# Add colored background regions if you have phase information\n", + "ax1.axvspan(0, phase_times[1], alpha=0.2, color='lightblue')\n", + "ax1.axvspan(phase_times[1], phase_times[2], alpha=0.2, color='purple')\n", + "ax1.axvspan(phase_times[2], phase_times[3], alpha=0.2, color='lightgreen')\n", + "ax1.axvspan(phase_times[3], df['T(sec)'].max(), alpha=0.2, color='blue')\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "7361fb05", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "first_unique_phase = df.drop_duplicates(subset='PHASE')\n", + "phase_times = first_unique_phase['T(sec)'].tolist()\n", + "\n", + "plt.figure(figsize=(18, 5))\n", + "ax1 = plt.subplot()\n", + "\n", + "# Plot VT with step-like appearance\n", + "line1 = sns.lineplot(data=df, x='T(sec)', y='VO2 Breath', label='VO2 per Breath (mL/breath)')\n", + "ax1.set_xlabel('Time (sec)')\n", + "ax1.set_ylabel('VO2 per Breath (mL/breath)')\n", + "ax1.set_title('VO2 per Breath and Speed Over Time')\n", + "ax1.grid(True, alpha=0.1)\n", + "\n", + "# Plot speed as step function on secondary y-axis\n", + "ax2 = ax1.twinx()\n", + "ax1.set_xticks(np.arange(0, df['T(sec)'].max() + 200, 200))\n", + "line2 = sns.lineplot(data=df, x='T(sec)', y='Speed', color='green', ax=ax2, \n", + " drawstyle='steps-post', linewidth=2, label='Speed')\n", + "ax2.set_ylabel('Speed')\n", + "\n", + "# Remove default legends first\n", + "ax1.get_legend().remove()\n", + "ax2.get_legend().remove()\n", + "\n", + "# Combine legends from both axes in the top left\n", + "lines1, labels1 = ax1.get_legend_handles_labels()\n", + "lines2, labels2 = ax2.get_legend_handles_labels()\n", + "ax1.legend(lines1 + lines2, labels1 + labels2, loc='upper left')\n", + "\n", + "# Add colored background regions if you have phase information\n", + "ax1.axvspan(0, phase_times[1], alpha=0.2, color='lightblue')\n", + "ax1.axvspan(phase_times[1], phase_times[2], alpha=0.2, color='purple')\n", + "ax1.axvspan(phase_times[2], phase_times[3], alpha=0.2, color='lightgreen')\n", + "ax1.axvspan(phase_times[3], df['T(sec)'].max(), alpha=0.2, color='blue')\n", + "\n", + "plt.show()" + ] } ], "metadata": {