diff --git a/Experiments/.ipynb_checkpoints/Experiment 3-checkpoint.ipynb b/Experiments/.ipynb_checkpoints/Experiment 3-checkpoint.ipynb
index e7e2f30..acc8469 100644
--- a/Experiments/.ipynb_checkpoints/Experiment 3-checkpoint.ipynb	
+++ b/Experiments/.ipynb_checkpoints/Experiment 3-checkpoint.ipynb	
@@ -39,7 +39,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -67,12 +67,4832 @@
    "source": [
     "for row_index in range(5,20): #reading first columns\n",
     "    id, MQ2_R0, MQ3_R0, MQ4_R0, MQ5_R0, MQ6_R0, MQ7_R0, MQ8_R0, MQ9_R0, MQ2_Vm, MQ3_Vm, MQ4_Vm, MQ5_Vm, MQ6_Vm, MQ7_Vm, MQ8_Vm, MQ9_Vm = sheet.row_values(row_index)\n",
-    "    print(id, MQ2_R0, MQ3_R0, MQ4_R0, MQ5_R0, MQ6_R0, MQ7_R0, MQ8_R0, MQ9_R0)"
+    "    print(id, MQ2_R0, MQ3_R0, MQ4_R0, MQ5_R0, MQ6_R0, MQ7_R0, MQ8_R0, MQ9_R0)\n",
+    "x = sheet.col_values(0)[5:]\n",
+    "MQ2_R0 = sheet.col_values(1)[5:]\n",
+    "MQ3_R0 = sheet.col_values(2)[5:]\n",
+    "MQ4_R0 = sheet.col_values(3)[5:]\n",
+    "MQ5_R0 = sheet.col_values(4)[5:]\n",
+    "MQ6_R0 = sheet.col_values(5)[5:]\n",
+    "MQ7_R0 = sheet.col_values(6)[5:]\n",
+    "MQ8_R0 = sheet.col_values(7)[5:]\n",
+    "MQ9_R0 = sheet.col_values(8)[5:]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 69,
+   "metadata": {},
+   "outputs": [
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+       "    </g>\r\n",
+       "    <g id=\"line2d_47\">\r\n",
+       "     <g>\r\n",
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+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_39\">\r\n",
+       "     <!-- MQ3 -->\r\n",
+       "     <g transform=\"translate(1056.94375 334.254062)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
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+       "     </g>\r\n",
+       "    </g>\r\n",
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+       "    </g>\r\n",
+       "    <g id=\"line2d_49\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"1038.94375\" xlink:href=\"#mfa0943dd0b\" y=\"345.432187\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_40\">\r\n",
+       "     <!-- MQ4 -->\r\n",
+       "     <g transform=\"translate(1056.94375 348.932187)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
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+       "    </g>\r\n",
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+       "    </g>\r\n",
+       "    <g id=\"line2d_51\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#d62728;stroke:#d62728;\" x=\"1038.94375\" xlink:href=\"#mfb813b82cc\" y=\"360.110312\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_41\">\r\n",
+       "     <!-- MQ5 -->\r\n",
+       "     <g transform=\"translate(1056.94375 363.610312)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
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+       "    </g>\r\n",
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+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_42\">\r\n",
+       "     <!-- MQ6 -->\r\n",
+       "     <g transform=\"translate(1056.94375 378.288437)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
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+       "    </g>\r\n",
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+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_43\">\r\n",
+       "     <!-- MQ7 -->\r\n",
+       "     <g transform=\"translate(1056.94375 392.966562)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
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+       "      <use x=\"164.990234\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
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+       "    </g>\r\n",
+       "    <g id=\"line2d_56\">\r\n",
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+       "    <g id=\"line2d_57\">\r\n",
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+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_44\">\r\n",
+       "     <!-- MQ8 -->\r\n",
+       "     <g transform=\"translate(1056.94375 407.644687)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
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+       "    </g>\r\n",
+       "    <g id=\"text_45\">\r\n",
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+       " </g>\r\n",
+       " <defs>\r\n",
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+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 3700x2100 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%config InlineBackend.figure_formats = ['svg']\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.lines as mlines\n",
+    "import matplotlib.transforms as mtransforms\n",
+    "\n",
+    "fig, ax = plt.subplots()\n",
+    "\n",
+    "fig.set_size_inches(18.5, 10.5, forward=True)\n",
+    "fig.set_dpi(200)\n",
+    "\n",
+    "# only these two lines are calibration curves\n",
+    "plt.plot(x,MQ2_R0, marker='o', linewidth=1, label='MQ2')\n",
+    "plt.plot(x, MQ3_R0, marker='o', linewidth=1, label='MQ3')\n",
+    "plt.plot(x, MQ4_R0, marker='o', linewidth=1, label='MQ4')\n",
+    "plt.plot(x, MQ5_R0, marker='o', linewidth=1, label='MQ5')\n",
+    "plt.plot(x, MQ6_R0, marker='o', linewidth=1, label='MQ6')\n",
+    "plt.plot(x, MQ7_R0, marker='o', linewidth=1, label='MQ7')\n",
+    "plt.plot(x, MQ8_R0, marker='o', linewidth=1, label='MQ8')\n",
+    "plt.plot(x, MQ9_R0, marker='o', linewidth=1, label='MQ9')\n",
+    "\n",
+    "# reference line, legends, and axis labels\n",
+    "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n",
+    "#transform = ax.transAxes\n",
+    "#line.set_transform(transform)\n",
+    "#ax.add_line(line)\n",
+    "fig.suptitle('Calibration plot for MQ data')\n",
+    "ax.set_xlabel('Samples')\n",
+    "ax.set_ylabel('R0 (Kohms)')\n",
+    "plt.legend()\n",
+    "plt.savefig('demo1.svg')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": []
diff --git a/Experiments/Experiment 3.ipynb b/Experiments/Experiment 3.ipynb
index e7e2f30..acc8469 100644
--- a/Experiments/Experiment 3.ipynb	
+++ b/Experiments/Experiment 3.ipynb	
@@ -39,7 +39,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -67,12 +67,4832 @@
    "source": [
     "for row_index in range(5,20): #reading first columns\n",
     "    id, MQ2_R0, MQ3_R0, MQ4_R0, MQ5_R0, MQ6_R0, MQ7_R0, MQ8_R0, MQ9_R0, MQ2_Vm, MQ3_Vm, MQ4_Vm, MQ5_Vm, MQ6_Vm, MQ7_Vm, MQ8_Vm, MQ9_Vm = sheet.row_values(row_index)\n",
-    "    print(id, MQ2_R0, MQ3_R0, MQ4_R0, MQ5_R0, MQ6_R0, MQ7_R0, MQ8_R0, MQ9_R0)"
+    "    print(id, MQ2_R0, MQ3_R0, MQ4_R0, MQ5_R0, MQ6_R0, MQ7_R0, MQ8_R0, MQ9_R0)\n",
+    "x = sheet.col_values(0)[5:]\n",
+    "MQ2_R0 = sheet.col_values(1)[5:]\n",
+    "MQ3_R0 = sheet.col_values(2)[5:]\n",
+    "MQ4_R0 = sheet.col_values(3)[5:]\n",
+    "MQ5_R0 = sheet.col_values(4)[5:]\n",
+    "MQ6_R0 = sheet.col_values(5)[5:]\n",
+    "MQ7_R0 = sheet.col_values(6)[5:]\n",
+    "MQ8_R0 = sheet.col_values(7)[5:]\n",
+    "MQ9_R0 = sheet.col_values(8)[5:]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 69,
+   "metadata": {},
+   "outputs": [
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+       "    </g>\r\n",
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+       "   </g>\r\n",
+       "  </g>\r\n",
+       " </g>\r\n",
+       " <defs>\r\n",
+       "  <clipPath id=\"p8bb0a31256\">\r\n",
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+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 3700x2100 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%config InlineBackend.figure_formats = ['svg']\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.lines as mlines\n",
+    "import matplotlib.transforms as mtransforms\n",
+    "\n",
+    "fig, ax = plt.subplots()\n",
+    "\n",
+    "fig.set_size_inches(18.5, 10.5, forward=True)\n",
+    "fig.set_dpi(200)\n",
+    "\n",
+    "# only these two lines are calibration curves\n",
+    "plt.plot(x,MQ2_R0, marker='o', linewidth=1, label='MQ2')\n",
+    "plt.plot(x, MQ3_R0, marker='o', linewidth=1, label='MQ3')\n",
+    "plt.plot(x, MQ4_R0, marker='o', linewidth=1, label='MQ4')\n",
+    "plt.plot(x, MQ5_R0, marker='o', linewidth=1, label='MQ5')\n",
+    "plt.plot(x, MQ6_R0, marker='o', linewidth=1, label='MQ6')\n",
+    "plt.plot(x, MQ7_R0, marker='o', linewidth=1, label='MQ7')\n",
+    "plt.plot(x, MQ8_R0, marker='o', linewidth=1, label='MQ8')\n",
+    "plt.plot(x, MQ9_R0, marker='o', linewidth=1, label='MQ9')\n",
+    "\n",
+    "# reference line, legends, and axis labels\n",
+    "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n",
+    "#transform = ax.transAxes\n",
+    "#line.set_transform(transform)\n",
+    "#ax.add_line(line)\n",
+    "fig.suptitle('Calibration plot for MQ data')\n",
+    "ax.set_xlabel('Samples')\n",
+    "ax.set_ylabel('R0 (Kohms)')\n",
+    "plt.legend()\n",
+    "plt.savefig('demo1.svg')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": []