v1

DualTaskEffect.ipynb

@@ -19,7 +19,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -29,7 +29,7 @@
     "# Set this to True if you want to save on report for all participants\n",
     "saveAllTogether = True\n",
     "# Set this to True if you want to save on report per participants\n",
-    "saveIndependent = False\n",
+    "saveIndependent = True\n",
     "\n",
     "# Set this to True if you want to save the final plot\n",
     "savePlot = True\n",
@@ -64,14 +64,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 52,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "No missing values in /Users/mgg/Documents/GitHub/DualTaskEffect/sample/data.csv\n",
+      "No missing values in /Users/mgg/Documents/GitHub/DualTaskEffect/DualTaskEffect/sample/data.csv\n",
       "1 .csv file imported from data.csv - OK\n"
      ]
     }
@@ -133,7 +133,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -185,7 +185,7 @@
        "0                          21.138984                      17.903505  "
       ]
      },
-     "execution_count": 53,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -206,17 +206,17 @@
     "$$\n",
     "and caracterise it according to Plummer et al, 2013 ([DOI: 10.1155/2014/538602](https://onlinelibrary.wiley.com/doi/10.1155/2014/538602))  \n",
     "\n",
-    "![Figure Plummer et al. 2013](/Users/mgg/Documents/GitHub/DualTaskEffect/images/DTE.jpg)\n"
+    "![Figure Plummer et al. 2013](/Users/mgg/Documents/GitHub/DualTaskEffect/DualTaskEffect/images/DTE.jpg)\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 54,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
     "# Creating the functions, with automatic task (Cognitive, Motor) detection\n",
-    "# Dual Task Effect\n",
+    "# Dual Task Effect (DTE) scores\n",
     "def calculate_dual_task_effect(df, task_type):\n",
     "    single_task_col = f\"Single Task - {task_type} performance\"\n",
     "    dual_task_col = f\"Dual Task - {task_type} performance\"\n",
@@ -233,7 +233,6 @@
     "    \n",
     "    return df\n",
     "\n",
-    "\n",
     "# Determine the DTE category (initial and final)\n",
     "def determine_effect_category(cognitive_effect, motor_effect):\n",
     "    if cognitive_effect > 0 and motor_effect == 0:\n",
@@ -282,14 +281,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Saved concatenated CSV file as /Users/mgg/Documents/GitHub/DualTaskEffect/results/concatenated_data.csv\n"
+      "Saved 10 independent CSV files in /Users/mgg/Documents/GitHub/DualTaskEffect/DualTaskEffect/results\n",
+      "Saved concatenated CSV file as /Users/mgg/Documents/GitHub/DualTaskEffect/DualTaskEffect/results/concatenated_data.csv\n"
      ]
     }
    ],
@@ -314,7 +314,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 56,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -438,7 +438,7 @@
        "4  Cognitive priority tradeoff  "
       ]
      },
-     "execution_count": 56,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -453,12 +453,12 @@
    "metadata": {},
    "source": [
     "## Graphical representation\n",
-    "It's now time to represent every participants' DTP as a vector on the same plot, and to print the starting and stoping point according to Plummer et al., 2013. "
+    "It's now time to represent every participants' DTE as a point on the same plot, and to print it's caracteristics according to Plummer et al., 2013 ([DOI: 10.1155/2014/538602](https://onlinelibrary.wiley.com/doi/10.1155/2014/538602)). "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 57,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -489,31 +489,29 @@
     }
    ],
    "source": [
-    "# Créer la figure et les axes\n",
+    "# Create the figure and the axes\n",
     "fig, ax = plt.subplots()\n",
     "\n",
-    "# Générer une colormap avec autant de couleurs qu'il y a d'ID uniques\n",
+    "# Generate one color for each ID point\n",
     "num_colors = len(concatenated_df['ID'].unique())\n",
     "colors = plt.cm.rainbow(np.linspace(0, 1, num_colors))\n",
     "\n",
-    "# Tracer un point pour chaque participant\n",
+    "# Create a point per individual\n",
     "for i, row in concatenated_df.iterrows():\n",
     "    ax.scatter(row['Cognitive Dual Task Effect'], row['Motor Dual Task Effect'], color=colors[i % num_colors], label=f'ID {row[\"ID\"]}')\n",
     "\n",
-    "# Ajouter des labels et des titres\n",
+    "# Labels and Titles\n",
     "ax.axhline(0, color='black', linewidth=0.5)\n",
     "ax.axvline(0, color='black', linewidth=0.5)\n",
     "ax.set_title('Dual Task Effect (DTE)')\n",
     "ax.set_xlabel('Cognitive Dual Task Effect')\n",
     "ax.set_ylabel('Motor Dual Task Effect')\n",
-    "\n",
-    "# Afficher la légende\n",
     "ax.legend(loc='center left', bbox_to_anchor=(1, 0.5))\n",
     "\n",
-    "# Afficher le graphique\n",
+    "\n",
     "plt.show()\n",
     "\n",
-    "# Imprimer les informations pour chaque participant\n",
+    "# Print each participant's information\n",
     "for i, row in concatenated_df.iterrows():\n",
     "    print(f\"Participant {row['ID']:<5}: Dual Task Effect (DTE) = {row['Dual Task Effect']}\")\n"
    ]
@@ -527,14 +525,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "/Users/mgg/Documents/GitHub/DualTaskEffect/results/DTE_plot.jpg saved\n"
+      "/Users/mgg/Documents/GitHub/DualTaskEffect/DualTaskEffect/results/DTE_plot.jpg saved\n"
      ]
     }
    ],

README.md

@@ -12,7 +12,7 @@ To do so, you need to:
 
 ![Dual Task Effect Graph](https://github.com/MatthieuGG/DualTaskEffect/blob/main/results/DTE_plot.jpg?raw=true)  
 
-`(change results)`  
+`Participant 1    : Dual Task Effect (DTE) = Cognitive priority tradeoff`  
 (etc. for all participants)  
 
 ---

results/001.csv

@@ -0,0 +1,2 @@
+ID,Single Task - Cognitive performance,Single Task - Motor performance,Dual Task - Cognitive performance,Dual Task - Motor performance,Cognitive Dual Task Effect,Motor Dual Task Effect,Dual Task Effect
+1,14.97898651,15.44820299,21.13898374,17.90350497,41.12425914722317,-15.893770826220868,Cognitive priority tradeoff

results/0010.csv

@@ -0,0 +1,2 @@
+ID,Single Task - Cognitive performance,Single Task - Motor performance,Dual Task - Cognitive performance,Dual Task - Motor performance,Cognitive Dual Task Effect,Motor Dual Task Effect,Dual Task Effect
+10,16.3019333,18.70198154,5.92404595,8.74023549,-63.66046995174492,53.265724964457426,Motor priority trade off

results/002.csv

@@ -0,0 +1,2 @@
+ID,Single Task - Cognitive performance,Single Task - Motor performance,Dual Task - Cognitive performance,Dual Task - Motor performance,Cognitive Dual Task Effect,Motor Dual Task Effect,Dual Task Effect
+2,13.48028925,19.57888123,14.48854101,14.7529204,7.479451970958266,24.64880793395568,Mutual facilitation

results/003.csv

@@ -0,0 +1,2 @@
+ID,Single Task - Cognitive performance,Single Task - Motor performance,Dual Task - Cognitive performance,Dual Task - Motor performance,Cognitive Dual Task Effect,Motor Dual Task Effect,Dual Task Effect
+3,15.44213875,12.06779162,11.14646008,7.74518034,-27.817899706412103,35.81940603644596,Motor priority trade off

results/004.csv

@@ -0,0 +1,2 @@
+ID,Single Task - Cognitive performance,Single Task - Motor performance,Dual Task - Cognitive performance,Dual Task - Motor performance,Cognitive Dual Task Effect,Motor Dual Task Effect,Dual Task Effect
+4,11.90332329,15.02299776,7.75540158,16.65464607,-34.846753372519714,-10.86100348323554,Mutual interference

results/005.csv

@@ -0,0 +1,2 @@
+ID,Single Task - Cognitive performance,Single Task - Motor performance,Dual Task - Cognitive performance,Dual Task - Motor performance,Cognitive Dual Task Effect,Motor Dual Task Effect,Dual Task Effect
+5,10.40251621,15.41428928,15.57637495,18.25569465,49.73660829315833,-18.43358015660647,Cognitive priority tradeoff

results/006.csv

@@ -0,0 +1,2 @@
+ID,Single Task - Cognitive performance,Single Task - Motor performance,Dual Task - Cognitive performance,Dual Task - Motor performance,Cognitive Dual Task Effect,Motor Dual Task Effect,Dual Task Effect
+6,17.20050227,11.53435001,11.39124907,15.48966673,-33.77374165481273,-34.291630794720426,Mutual interference

results/007.csv

@@ -0,0 +1,2 @@
+ID,Single Task - Cognitive performance,Single Task - Motor performance,Dual Task - Cognitive performance,Dual Task - Motor performance,Cognitive Dual Task Effect,Motor Dual Task Effect,Dual Task Effect
+7,15.49320746,16.98764647,5.22986744,9.89775582,-66.24412696013819,41.735567446147826,Motor priority trade off

results/008.csv

@@ -0,0 +1,2 @@
+ID,Single Task - Cognitive performance,Single Task - Motor performance,Dual Task - Cognitive performance,Dual Task - Motor performance,Cognitive Dual Task Effect,Motor Dual Task Effect,Dual Task Effect
+8,10.75985418,14.05783247,15.56594141,11.89467038,44.66684352408205,15.38759331935614,Mutual facilitation

results/009.csv

@@ -0,0 +1,2 @@
+ID,Single Task - Cognitive performance,Single Task - Motor performance,Dual Task - Cognitive performance,Dual Task - Motor performance,Cognitive Dual Task Effect,Motor Dual Task Effect,Dual Task Effect
+9,12.26164879,19.10503859,21.72078185,16.50136986,77.14405478416904,13.628178334917454,Mutual facilitation

sample/001.csv

@@ -0,0 +1,8 @@
+ID,1
+Single Task - Cognitive performance,14.97898651
+Single Task - Motor performance,15.44820299
+Dual Task - Cognitive performance,21.13898374
+Dual Task - Motor performance,17.90350497
+Cognitive Dual Task Effect,41.12425914722317
+Motor Dual Task Effect,-15.893770826220868
+Dual Task Effect,Cognitive priority tradeoff

sample/002.csv

@@ -0,0 +1,8 @@
+ID,2
+Single Task - Cognitive performance,13.48028925
+Single Task - Motor performance,19.57888123
+Dual Task - Cognitive performance,14.48854101
+Dual Task - Motor performance,14.7529204
+Cognitive Dual Task Effect,7.479451970958266
+Motor Dual Task Effect,24.64880793395568
+Dual Task Effect,Mutual facilitation

sample/003.csv

@@ -0,0 +1,8 @@
+ID,3
+Single Task - Cognitive performance,15.44213875
+Single Task - Motor performance,12.06779162
+Dual Task - Cognitive performance,11.14646008
+Dual Task - Motor performance,7.74518034
+Cognitive Dual Task Effect,-27.817899706412103
+Motor Dual Task Effect,35.81940603644596
+Dual Task Effect,Motor priority trade off

sample/004.csv

@@ -0,0 +1,8 @@
+ID,4
+Single Task - Cognitive performance,11.90332329
+Single Task - Motor performance,15.02299776
+Dual Task - Cognitive performance,7.75540158
+Dual Task - Motor performance,16.65464607
+Cognitive Dual Task Effect,-34.846753372519714
+Motor Dual Task Effect,-10.86100348323554
+Dual Task Effect,Mutual interference

sample/005.csv

@@ -0,0 +1,8 @@
+ID,5
+Single Task - Cognitive performance,10.40251621
+Single Task - Motor performance,15.41428928
+Dual Task - Cognitive performance,15.57637495
+Dual Task - Motor performance,18.25569465
+Cognitive Dual Task Effect,49.73660829315833
+Motor Dual Task Effect,-18.43358015660647
+Dual Task Effect,Cognitive priority tradeoff

sample/006.csv

@@ -0,0 +1,8 @@
+ID,6
+Single Task - Cognitive performance,17.20050227
+Single Task - Motor performance,11.53435001
+Dual Task - Cognitive performance,11.39124907
+Dual Task - Motor performance,15.48966673
+Cognitive Dual Task Effect,-33.77374165481273
+Motor Dual Task Effect,-34.291630794720426
+Dual Task Effect,Mutual interference

sample/007.csv

@@ -0,0 +1,8 @@
+ID,7
+Single Task - Cognitive performance,15.49320746
+Single Task - Motor performance,16.98764647
+Dual Task - Cognitive performance,5.22986744
+Dual Task - Motor performance,9.89775582
+Cognitive Dual Task Effect,-66.24412696013819
+Motor Dual Task Effect,41.735567446147826
+Dual Task Effect,Motor priority trade off

sample/008.csv

@@ -0,0 +1,8 @@
+ID,8
+Single Task - Cognitive performance,10.75985418
+Single Task - Motor performance,14.05783247
+Dual Task - Cognitive performance,15.56594141
+Dual Task - Motor performance,11.89467038
+Cognitive Dual Task Effect,44.66684352408205
+Motor Dual Task Effect,15.38759331935614
+Dual Task Effect,Mutual facilitation

sample/009.csv

@@ -0,0 +1,8 @@
+ID,9
+Single Task - Cognitive performance,12.26164879
+Single Task - Motor performance,19.10503859
+Dual Task - Cognitive performance,21.72078185
+Dual Task - Motor performance,16.50136986
+Cognitive Dual Task Effect,77.14405478416904
+Motor Dual Task Effect,13.628178334917454
+Dual Task Effect,Mutual facilitation

sample/010.csv

@@ -0,0 +1,8 @@
+ID,10
+Single Task - Cognitive performance,16.3019333
+Single Task - Motor performance,18.70198154
+Dual Task - Cognitive performance,5.92404595
+Dual Task - Motor performance,8.74023549
+Cognitive Dual Task Effect,-63.66046995174492
+Motor Dual Task Effect,53.265724964457426
+Dual Task Effect,Motor priority trade off