diff --git a/analyse_campaign2.ipynb b/analyse_campaign2.ipynb
index 236eb08bba1bbe87b76ccc7170b90bf6e984cd7a..4ef5cf546bf2cbb2e803b2925a8fea5c2533f1cc 100644
--- a/analyse_campaign2.ipynb
+++ b/analyse_campaign2.ipynb
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "id": "yellow-parking",
    "metadata": {},
    "outputs": [],
@@ -1204,7 +1204,7 @@
    "id": "ada01643",
    "metadata": {},
    "source": [
-    "## Energy and scheduling metrics in f(load)"
+    "## Energy metrics in f(load)"
    ]
   },
   {
@@ -1301,6 +1301,95 @@
     "        x=\"mean_load_in_dm\", y=\"NRJ_in\", color=color, label=behavior, ax=ax[1])"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "10ed4b95",
+   "metadata": {},
+   "source": [
+    "## Scheduling metrics in f(baseline)\n",
+    "Try other more meaningful data visualization for scheduling metrics."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "fc59c5ec",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1080x720 with 4 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1080x720 with 4 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "metrics = pd.read_csv(f\"{OUT_DIR}/metrics_campaign2.csv\")\n",
+    "baseline = metrics[(metrics.behavior==\"replay_user_rigid\")][[\"XP\", \"window\", \"mean_waiting_time\", \"mean_slowdown\"]]\n",
+    "\n",
+    "sched_metrics = metrics.join(baseline.set_index([\"XP\", \"window\"]), on=[\"XP\", \"window\"], rsuffix=\"_baseline\")\n",
+    "sched_metrics\n",
+    "\n",
+    "j_w_1 = sched_metrics[sched_metrics.window==1]\n",
+    "j_w_4 = sched_metrics[sched_metrics.window==4]\n",
+    "colors = ['g', 'r', 'y', 'k']\n",
+    "\n",
+    "# Waiting time\n",
+    "fig, ax = plt.subplots(2, 2, figsize=[15,10])\n",
+    "for i in range(4):\n",
+    "    # Window = 1\n",
+    "    j_w_1[j_w_1.behavior==bvr_orig_name[i]].plot.scatter(marker='x', loglog=True, \n",
+    "        x=\"mean_waiting_time_baseline\", y=\"mean_waiting_time\", color=colors[i], \n",
+    "        label=bvr_name[i] + \" (window 1)\", ax=ax[i//2][i%2])\n",
+    "    # Window = 4\n",
+    "    j_w_4[j_w_4.behavior==bvr_orig_name[i]].plot.scatter(loglog=True, \n",
+    "        x=\"mean_waiting_time_baseline\", y=\"mean_waiting_time\", color=colors[i], label=bvr_name[i] + \" (window 4)\", ax=ax[i//2][i%2])\n",
+    "\n",
+    "    x = np.linspace(1, 70000, 100)\n",
+    "    ax[i//2][i%2].plot(x, x, '-.b', label='y = x')\n",
+    "    ax[i//2][i%2].set_xlim(1, 70000)\n",
+    "    ax[i//2][i%2].set_ylim(1, 70000)\n",
+    "    ax[i//2][i%2].legend()\n",
+    "plt.show()\n",
+    "\n",
+    "# Slowdown\n",
+    "fig, ax = plt.subplots(2, 2, figsize=[15,10])\n",
+    "for i in range(4):\n",
+    "    # Window = 1\n",
+    "    j_w_1[j_w_1.behavior==bvr_orig_name[i]].plot.scatter(marker='x', loglog=True, \n",
+    "        x=\"mean_slowdown_baseline\", y=\"mean_slowdown\", color=colors[i], \n",
+    "        label=bvr_name[i] + \" (window 1)\", ax=ax[i//2][i%2])\n",
+    "    # Window = 4\n",
+    "    j_w_4[j_w_4.behavior==bvr_orig_name[i]].plot.scatter(loglog=True, \n",
+    "        x=\"mean_slowdown_baseline\", y=\"mean_slowdown\", color=colors[i], \n",
+    "        label=bvr_name[i] + \" (window 4)\", ax=ax[i//2][i%2])\n",
+    "\n",
+    "    x = np.linspace(1, 800, 100)\n",
+    "    ax[i//2][i%2].plot(x, x, '-.b', label='y = x')\n",
+    "    ax[i//2][i%2].set_xlim(1, 800)\n",
+    "    ax[i//2][i%2].set_ylim(1, 800)\n",
+    "    ax[i//2][i%2].legend()\n",
+    "plt.show()"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "b35cb01b",