diff --git a/Aeromechanik/Aeromechanik.ipynb b/Aeromechanik/Aeromechanik.ipynb
index e8298ae21d980ef451c3f474fca2b8139c1ec5d6..605d16cf8df2ef907c6909a7dc2ad87e67bd4cf1 100644
--- a/Aeromechanik/Aeromechanik.ipynb
+++ b/Aeromechanik/Aeromechanik.ipynb
@@ -109,7 +109,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 95,
    "id": "790c4e5e",
    "metadata": {},
    "outputs": [],
@@ -207,7 +207,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 96,
    "id": "05ee67d2",
    "metadata": {},
    "outputs": [
@@ -286,7 +286,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 97,
    "id": "2c6e6dd8-bcfa-407c-b07e-3bb7dcf8f358",
    "metadata": {},
    "outputs": [
@@ -357,7 +357,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 98,
    "id": "495e80a1",
    "metadata": {},
    "outputs": [
@@ -438,7 +438,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 52,
+   "execution_count": 99,
    "id": "749744d6",
    "metadata": {},
    "outputs": [
@@ -586,7 +586,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 133,
+   "execution_count": 100,
    "id": "38afd788",
    "metadata": {},
    "outputs": [
@@ -717,7 +717,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 134,
+   "execution_count": 101,
    "id": "87966da7",
    "metadata": {},
    "outputs": [
@@ -831,7 +831,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 102,
    "id": "e976c8f1",
    "metadata": {},
    "outputs": [
@@ -845,17 +845,9 @@
      "metadata": {},
      "output_type": "display_data"
     },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/goose/miniconda3/envs/cgda/lib/python3.11/site-packages/kafe2/fit/_base/fit.py:1048: UserWarning: No data/model errors were specified. Parameter errors cannot be calculated.\n",
-      "  warnings.warn(\"No data/model errors were specified. Parameter errors cannot be calculated.\")\n"
-     ]
-    },
     {
      "data": {
-      "image/png": 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",
       "text/plain": [
        "<Figure size 1200x500 with 2 Axes>"
       ]
@@ -951,7 +943,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 103,
    "id": "df595b82",
    "metadata": {},
    "outputs": [],
@@ -1024,7 +1016,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 104,
    "id": "88043ad4",
    "metadata": {},
    "outputs": [
@@ -1057,7 +1049,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 121,
    "id": "101f59a6",
    "metadata": {},
    "outputs": [
@@ -1080,6 +1072,8 @@
    "source": [
     "offset_drag = 0.03\n",
     "offset_lift = 0.1\n",
+    "dfa = 0.01\n",
+    "ddeg = 0.5\n",
     "\n",
     "df41 = pd.read_csv('Aufgabe 4/4.1.csv')\n",
     "φ = df41['Degrees'] \n",
@@ -1099,7 +1093,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 122,
    "id": "39018c4d",
    "metadata": {},
    "outputs": [
@@ -1140,7 +1134,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 123,
    "id": "0b69f649",
    "metadata": {},
    "outputs": [
@@ -1178,7 +1172,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 124,
    "id": "4cad23f7",
    "metadata": {},
    "outputs": [
@@ -1195,20 +1189,20 @@
       "6    4.074074\n",
       "7    4.642857\n",
       "dtype: float64\n",
-      "0    -8\n",
-      "1    -4\n",
-      "2     0\n",
-      "3     4\n",
-      "4     8\n",
-      "5    12\n",
-      "6    16\n",
-      "7    20\n",
-      "Name: Degrees, dtype: int64\n"
+      "0    0.166094\n",
+      "1    0.628691\n",
+      "2    0.637377\n",
+      "3    0.945797\n",
+      "4    0.667378\n",
+      "5    0.630531\n",
+      "6    0.608095\n",
+      "7    0.667100\n",
+      "dtype: float64\n"
      ]
     },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -1220,12 +1214,13 @@
    "source": [
     "#E = np.array([Lift[0]/Drag[0], Lift[1]/Drag[1], Lift[2]/Drag[2], Lift[3]/Drag[3], Lift[4]/Drag[4], Lift[5]/Drag[5], Lift[6]/Drag[6], Lift[7]/Drag[7]])\n",
     "E = Lift/Drag\n",
+    "ΔE = ((dfw/Drag)**2 + (dfa/Lift)**2)**(1/2) * E\n",
     "\n",
     "print(E)\n",
-    "φ = φ #* 180 / np.pi\n",
-    "print(φ)\n",
+    "print(ΔE)\n",
     "\n",
     "plt.scatter(φ, E)\n",
+    "plt.errorbar(φ, E, ΔE, df41['Uncut'], ls=\"none\")\n",
     "plt.xlabel('Winkel in Grad')\n",
     "plt.ylabel(\"Gleitverhältnis E\")\n",
     "plt.title(\"Gleitzahl E der Tragfläche mit Fehlerbalken bei verschiedenen Winkeln\")\n",
@@ -1234,13 +1229,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 126,
    "id": "b0b222c0",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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Zw8Pjuu2JiYl5un12KleufN0hhvbt2/PKK6+QkJDAunXruOuuuyhVqhTh4eGsW7eOypUrc/jw4fQ5U9lJe29dm/fa7/nZs2exWq18+OGH2c7hSZsHkN375drnPHnyJMB1T3E/d+5chg+Ga88YSxuOvfZ9nBUXF5csv6c2m42OHTty4sQJXnrpJW6//XZ8fX2x2WzceeedOXpuuLn3QrFixXL03DdSsWLFLAvn//73v/znP/8BSJ/HA7n7eaa5ld+3s2fPZvl7fO0+JO098eyzz/Lss8/mKFdW9u7dS+/evWnZsmV6AZvXatasmaNhwJvdR9zM+/LBBx9k+vTpeHh4pBeyzkrFjYO43i9KqVKlsFqtnD59OkOBYxgGMTExGXZa1/r6669xd3dn5cqVeHl5pbcvW7Ysy/Wv/kvi6tfPauJfdpMBr7Zs2TISEhJYsmRJ+l8cQKbrd6R9aKXt3K59nayO3mSVde7cubRp04bp06dnaM9q8rMja9euHS+99BKbNm1i/fr16fMj2rVrx9q1a9OLixud9pv23jp37lyGne21P9sSJUrg6urK/fffz6hRo7J8rrTXLFWqVLY/x6uVLl0agA8//DDbs5iyK2zz0p9//snu3buZM2cOQ4cOTW+/dnJnYdahQwemTp3K9u3bM+xHsjt7MTc/zzS38vtWqlQpfv3110zbZ/eeGDduHH379s0yV/Xq1bNsT3Ps2DE6d+5MxYoVWbx4cab5Umn7waSkpAztOSmaClJu35cJCQncf//9VKtWjZMnTzJixAi+/fbbgopb4DQs5QTSPqDmzp2boX3x4sUkJCRc9wMs7XTNqyeUXb58mS+//DLHr9+2bVv27t3L7t27M7R/9dVXN9w2bYd49YRnwzD47LPPMqzXpEkTPD09WbBgQYb2bdu25XgoJ+31rp1c/ccff7B169YcP4cjaNy4Mf7+/kyZMoWYmJj0w8/t27dn586dLFy4kFq1alG+fPnrPk/r1q0BMn3fv/766wzLPj4+tG3blp07d1K3bl0aNWqU6ZFWoLZu3Zo///yTffv2Xfc5mzdvTvHixdm3b1+Wz9eoUaP0v2bzU1bvUYBPPvkk3187O7k5IgXw9NNP4+Pjw6hRo3JUyOfm53k9Of19a9u2LfHx8Zkm5F+7D6levTq33XYbu3fvzvY94efnl22e2NjY9OGeVatWZXnmWNofSn/88UeG9muzmS2378uRI0cSGRnJkiVLmDlzJsuXL+e9997L95xm0ZEbJ9ChQwc6derE888/T1xcHM2bN08/W6pBgwbcf//92W7brVs33n33XQYPHszDDz/M2bNneeedd657dtW1Ro8ezaxZs+jWrRuvvvpq+tlSBw4cyFF2Dw8PBg0axP/93/+RmJjI9OnTOX/+fIb1SpYsyZgxY5g8eTIlSpSgT58+HDt2jIkTJxIUFJRhXsz1dO/enVdeeYUJEybQunVr/vrrLyZNmkRYWFimMxscmaurK61bt2bFihWEhYWl/4XevHlzPD09Wb9+fY4OS3fu3JnmzZvzzDPPEBcXR3h4OFu3buWLL74AyPB9f//992nRogUtW7bk0UcfpVKlSsTHx/Pvv/+yYsWK9Llhae+XLl26MGnSJAIDA/nqq6/S3y9pz1msWDE+/PBDhg4dyrlz57j77rvTz8DZvXs3p0+fznREID/UqFGDKlWqMHbsWAzDoGTJkqxYsYKIiIh8f+3sVKlSBW9vb+bNm0fNmjUpVqwY5cuXz7ZYrVKlCvPnz2fQoEHcfvvtPProo+kX8Tt16hRr164FyPBhn9Of5/Xk9PdtyJAhvPfeewwZMoTXXnuN2267jVWrVrFmzZpMz/nJJ5/QpUsXOnXqxAMPPECFChU4d+4c+/fv5/fff+ebb77JNs/gwYPZt28fn376KVFRUURFRaX/X3BwMMHBwdxxxx1Ur16dZ599FqvVSokSJVi6dGn6XLWc+vPPP7Pcp1SpUiXTFIKbkZv35YwZM5g7dy6zZ8+mdu3a1K5dm8cff5znn3+e5s2b07hx41vOU+iYO59ZbiRt5v1vv/123fUuX75sPP/880ZoaKjh7u5uBAUFGY8++qhx/vz5DOtldbbUrFmzjOrVqxuenp5G5cqVjcmTJxszZ87MdMZAaGio0a1btyxff9++fUaHDh0MLy8vo2TJksbw4cONb7/9NkdnS61YscKoV6+e4eXlZVSoUMF47rnnjNWrV2fa1mazGa+++qoRHBxseHh4GHXr1jVWrlxp1KtXL8OZF2lnNXzzzTeZciYlJRnPPvusUaFCBcPLy8to2LChsWzZsky50s6WevvttzNsn91zZ/Vzyu77BRijRo3K0Jbd613ren271vvvv28AxkMPPZShPe0sthudmZXm3LlzxrBhw4zixYsbPj4+RocOHYxt27YZgPH+++9n6seDDz5oVKhQwXB3dzfKlCljNGvWzHj11VczrPfnn38a7du3z/B++fzzzw3A2L17d4Z1f/zxR6Nbt25GyZIlDXd3d6NChQpGt27dMnwP0s6WOn36dIZtszvz5VpDhw41fH19s/3/tPe3n5+fUaJECeOee+4xIiMjM50xlpXcvGey68u1Z0sZhmHMnz/fqFGjhuHu7p6jHIZhGAcPHjSeeOIJo3r16oa3t7fh6elphIaGGvfcc4+xdOnSTGeV5eTnmRe/b4ZhP6uvX79+RrFixQw/Pz+jX79+xpYtW7I8K2z37t1G//79jbJlyxru7u5GuXLljLvuusv4+OOPr9v/0NDQbM9kuvr79/fffxsdO3Y0/P39jTJlyhhPPPFE+pmDt3K2FGB89tln6evmZl+Q1fc5J+/LP/74w/D29s70/klMTDTCw8ONSpUqZfqccAYWwyhkNxMRyYXDhw9To0YNJkyYwAsvvGB2nCLjq6++4t577+Xnn3+mWbNmefKcDz/8MPPnz+fs2bMFMtwkIs5Lw1LiMHbv3s38+fNp1qwZ/v7+/PXXX7z11lv4+/szfPhws+M5rfnz53P8+HFuv/12XFxc2LZtG2+//TatWrW66cJm0qRJlC9fnsqVK3Px4kVWrlzJjBkz+M9//qPCRkRumYobcRi+vr5s376dmTNncuHCBQICAmjTpg2vvfZagZw1U1T5+fnx9ddf8+qrr5KQkEBQUBAPPPAAr7766k0/p7u7O2+//TbHjh3DarVy22238e677+qmqiKSJzQsJSIiIk5Fp4KLiIiIU1FxIyIiIk5FxY2IiIg4lSI3odhms3HixAn8/PyyvFy4iIiIFD6GYRAfH0/58uVveOHWIlfcnDhxIv3uySIiIuJYoqKiCA4Ovu46Ra64SbvvSFRUVJb3FREREZHCJy4ujpCQkOvePyxNkStu0oai/P39VdyIiIg4mJxMKdGEYhEREXEqKm5ERETEqai4EREREaei4kZEREScioobERERcSoqbkRERMSpqLgRERERp6LiRkRERJyKihsRERFxKipuRERExKmouBERERGnouJGREREnIqKGxEREXEqKm5ERETEqai4ERERKQDxl61UGvsdlcZ+x5p1VlJTzU7kvFTciIiI5LMlS6BWzSvLXbpCpUr2dsl7Km5ERETy0ZIlcPfdcPxExvbjx+3tKnDynpvZAURERK52KdlqdoQ8k5oKT40B3MDiZsWPi7hgYHGzYgAWC4x+Bjp0AVdXs9PmHR8Pc8sLi2EYhqkJClhcXBwBAQHExsbi7+9vdhwREblGpbHfmR0hX1iwMcBjHQuS23OH5S9+NWreeCMHdeSNbnn+nLn5/NawlIiISD7zJpGp/m9w3CiNgQsu2MyO5NQ0LCUiIoXKvkmdzI6QZzZvguEDjzN3SB9qe+zl6bhnAPhj+V1E/lM/fb3Vq6BlK5NCOiEVNyIiUqiYPV8jL7WvtZ0dT/QksFg0q+JbkIQnZTnP9n86YKS4YbFAcDC0b+tcc27MpmEpERGR/BC5AddvWhFYLJo/Y2rzefQ9AFS0nARcsFjsq02ZosImr6m4ERERyQ9l6oFfMIR14VCTLUQH+AGQ+r+P3uBgWLQI+vY1M6Rzcp5jfyIiImZLTQFXd/vX3iWh/0bwKUuj45FEbi+LCzb6Vh/MU2vdaNlSR2zyi47ciIiI5IWEGFjQEnZNu9JWrDy4uLH5l98AqOt5kvsfCKRNGxU2+UlHbkRERG7V6T9gaXeIj4ILh6DmfeB55Vosmw6eB4rRKthiXsYiREduREREbsW/y2F+M3thU6IaDPwpQ2GTarXy04WSALSuW92slEWKihsREZGbYRjw29vwbW9ISYCKd8HgbVCyWobV/tj1G7GGL35col6DxuZkLWI0LCUiIpJbhgERD8OeGfbluo/AXR9emUx8lU279gOBtCh+FjcPj4LNWUSpuBEREckti8U+BGVxgTbvQYMnSL9wzTU2HUsFoFWV4gUYsGhTcSMiIpJThnGliGn0LFTqBGXqZrt67Pkz7EoMBKBl40YFkVDQnBsREZGcObIWFrSG5Hj7ssVy3cIGYMu2LaTiSmW30wSHVi2AkAIqbkRERG5s50ewpCsc3wy/vpHjzTYdOAFAq8Dk/EomWdCwlIiISHZSU2DDaNj9vwvz1R4Kd47P0aaGzcam08UAaF2rYj4FlKyouBEREclK4gVYcQ9ErgMs0PINuOO5bCcOX+vQv/s5biuBByk0adIyX6NKRipuRERErnXhkH0Y6vxf4OYDXefBbb1z9RSbftsJlOAOn5P4FPO/4fqSd1TciIiIXMvVE1LioVgw9FkBZevn+ik2HbkIlKBVqFeex5PrU3EjIiJyLb8K0Hc1eJeBYkG53jwp8TLb4ssC0Krh7XmdTm5AZ0uJiIjYUmHjM3BgwZW2MnVvqrAB2P7bFi7jSRlLHDVq18+bjJJjphc306ZNIywsDC8vL8LDw9m8efN1109KSuLFF18kNDQUT09PqlSpwqxZswoorYiIOJ2kOPi2F+x4F9YMg4vRt/yUm/YcAqBlqVgsLqZ/1BY5pg5LLViwgNGjRzNt2jSaN2/OJ598QpcuXdi3bx8VK2Z92lz//v05efIkM2fOpGrVqpw6dQqr1VrAyUVExCnEHoFlPeDMn+DmBZ1m3/TRmqv9GO0KQOtqZW/5uST3LIZhGGa9eJMmTWjYsCHTp09Pb6tZsya9e/dm8uTJmdb//vvvGThwIIcOHaJkyZI39ZpxcXEEBAQQGxuLv79mr4uIFFnHt9jv6H35NPiWg17fQtCt37X71IkoGn/wBxZsbB/TiFJlb71Yktx9fpt2rCw5OZkdO3bQsWPHDO0dO3Zky5YtWW6zfPlyGjVqxFtvvUWFChWoVq0azz77LJcvX872dZKSkoiLi8vwEBGRIm7fl/BNW3thU6Y+3PtbnhQ2AJt/+QWAOh6nVNiYxLRhqTNnzpCamkpgYGCG9sDAQGJiYrLc5tChQ/z00094eXmxdOlSzpw5w2OPPca5c+eynXczefJkJk6cmOf5RUTEgZ3eA6nJULU3dJ0L7r559tSb/jkDhNCqgmkDI0We6bOcLNdc6dEwjExtaWw2GxaLhXnz5tG4cWO6du3Ku+++y5w5c7I9ejNu3DhiY2PTH1FRUXneBxERcTAtJ0Pnz6Hn4jwtbGzWVDafLw5Aq9tvy7PnldwxrbgpXbo0rq6umY7SnDp1KtPRnDRBQUFUqFCBgICA9LaaNWtiGAbHjh3LchtPT0/8/f0zPEREpIiJPw7rHgVrkn3ZxRVqDwFL3n4M7v1zO+cMP3xJpGGjO/P0uSXnTCtuPDw8CA8PJyIiIkN7REQEzZo1y3Kb5s2bc+LECS5evJje9vfff+Pi4kJwcHC+5hUREQd1cgd81Rh2fwybnsvXl9r0+z4Amvqfxt3DM19fS7Jn6rDUmDFjmDFjBrNmzWL//v08/fTTREZGMnLkSMA+pDRkyJD09QcPHkypUqUYNmwY+/btY9OmTTz33HM8+OCDeHt7m9UNEREprP5eBF+3hIsnoFRtCB+Try/3Y1QKAK3D/PL1deT6TL3OzYABAzh79iyTJk0iOjqaOnXqsGrVKkJDQwGIjo4mMjIyff1ixYoRERHBE088QaNGjShVqhT9+/fn1VdfNasLIiJSGBkG/PIa/PySfTmsK3SbD575NzXhYtx5fr9sn1bRqnF4vr2O3Jip17kxg65zIyLi5KyJsGY4HPjKvtxwNLR+xz7PJh9FrP2Oh36AUNez/PjakBtvILmSm89v3ThTREScy8UTcGQ1uLhBu6lQ9+ECedlN+48BwbQqm/2116RgqLgRERHnUrwy9Fhs/7pi2wJ72U2n7HM/W9XUCS5mU3EjIiKO7+AKcPWCSh3sywVY1AAcPXiAo6mlcMNK0ztbFehrS2amX8RPRETkphkG/PYOLOsFK++BCwdNibHp1x0AhHufpJh/CVMyyBU6ciMiIo4pNRkiRsLe2fbl6gPBr6IpUX48HA8Up1WIuymvLxmpuBEREcdz6Qys6AfHNtmvMtzmXWjwJGRz+578lJyYyNa4MgC0alirwF9fMlNxIyIijuXsfljaHWIPgYcfdF8AYV1Mi7Pz919IwItSlnhq1+lsWg65QsWNiIg4ll3T7IVNQBj0XgGla5saZ9Oef4AgWpS4gItb/l5LR3JGxY2IiDiWNv8FV3doPA58ypidhk3H7UNhrW4rbXISSaOzpUREpHCzWe03vbSl2pddPexzbApBYXP2VDR/JpcFoOWdugt4YaEjNyIiUnglXoCV/eFoBJz/x37UphD5adtWDDyp6X6SskG6eF9hoeJGREQKp/P/2icOn/8L3HygQkuzE2Xy49+ngBBaBaWaHUWuouJGREQKn6iNsLwfJJ6DYsHQZwWUrW9yqIwMm43NZwMAaHV7ZZPTyNVU3IiISOGyZyasG2mfa1OuMfT+FnzLmZ0qk/17d3La8MebJBrdcZfZceQqKm5ERKTwiD8OPzxhL2yqD4ROs8Dd2+xUGcRftnL7xDU0sewDanFnsVN4ehWujEWdzpYSEZHCw68CdPkSmr4M3b4qdIXNkiVQq6b964vYs108UIwlS0wMJZmouBEREXPFHoGTv19ZrtYPmk0w5VYK17NkCdx9Nxw/AV4k8rdhPztq97YG3H03KnAKEQ1LiYhIvriUbL3hOi7RW/D87m6wuJI4YCtGscJ5OnVqKjw1BnADi5uV2yzH2WNUIdA4x2+RHbC4Wxn9DHToAq5OdJFiHw/HLBMcM7WIiBR6tcavue7/9/bcwJt+72OxWNmbUpnh7/xIjK3wXuXXdSDY7zlu4I791O+KLic5OSYifZ3bJ5oSLd8ceaOb2RFuioobEREpUBZsPOMzl8d9FwKwJulORsc9y2W8TE6WM40t+/nVqIULNuIMX7PjSBYshmEYZocoSHFxcQQEBBAbG4u/v7/ZcUREnFaWw1IpCXhEDMPt4FL7Yvj/kdL0FbAU7imgmzdBl67Q/M4IjjezYsOFJpZ9LHr/CQzrleMEq1dBy1YmBs1jhWlYKjef34UntYiIOJUsPxi3vgYHl4KLO3T8DPfaQ3Ev+Gi51r4t3NngT843S8CGN40sB/jFqIlhdcNIccNigeBg+3rONOfGUam4ERGRgtN0PJzaCU0nQHALs9PkWPyFk7i128FFW2mqJx9nl0dVwH42V9pJXVOmqLApLAr3cUAREXF80b9A2gwIj2JwT4RDFTYpyUk8NnUZkbbSVLCc40REF6xXHRsIDoZFi6BvXxNDSgY6ciMiIvnDMOCX1+Hn/0CLydBkrNmJbsrEaXPYcikYXxKZeV8dbns1hM2bQ4iOhqC10LKljtgUNipuREQk71kTYe0I2D/Pvnz5tL3YKWQX5ruRL+bPY25MMBZsvN/Omxq1GwDQpo25ueT6VNyIiEjeSjgJ3/aG6G3g4gbtpkLdh81OlWs/bVrHxN1+ADxf4xztOww1OZHklIobERHJO6f/gKU9ID4SvEpAj0VQ0fHumH3o7308tvo8qfjQt3QUjwxxvOKsKFNxIyIieSMpFha2gcTzUKIa9FkJJW4zO1WuxZ47zYgvfiPOKE1DrxO8/tj9WFx0/o0j0U9LRETyhmeAfeJwxXYweJtDFjbW5GQen7qEQ9bSlHc5zycju+Llo6sQOxoVNyIicvNSkyEu6spyvUeg3xr7kJQDevXj2WxOCMabJD4bWIMy5SqYHUlugoobERG5OZfOwKIO8E1buHz2SruLY54XPW/hfOacsN+V/L027tSu28jkRHKzVNyIiEjund0PXzWBY5vg0ik4d8DsRLdky08/MOF3HwCerXaKzp17mJxIboUmFIuISO4cWQsr+9snEAeEQe8VULq22alu2tGDB3jsu9NYKUavklGMekBnRjk6FTciIpJzOz+CDaPBSIUKLaDnEvApY3aqmxZ34SzDZ2/jglGGep7RvPn4fTozygnoJygiIjnz+4fwwxP2wqb2ULh7nUMXNqlWK09+tIh/rWUo53KBzx7phJdPMbNjSR5QcSMiIjlTYxAUrwot34BOs8HN0+xEt2TyJ7PZeDEYL5L4rH9VypYPMTuS5BENS4mISPYunwXvUvavfUrDkN3g7mNupjywYNECZkSVB+C/rVy4vX4TkxNJXtKRGxERyVrURphVDf6YcaXNCQqbX7f+yH+2ewEwuupJunXtbW4gyXMqbkREJLM/ZtivYZN4DvbOAcNmdqI8EXX4b0YujyYFN7oVj+LJB3QzTGdkenEzbdo0wsLC8PLyIjw8nM2bN2e77saNG7FYLJkeBw449vUVREQKDVsqbHwGIh4CmxWqD4S7I8Bi+sfFLbsYd54Rs37mnOFHHY8Y3nn8XlzcHPOCg3J9ps65WbBgAaNHj2batGk0b96cTz75hC5durBv3z4qVqyY7XZ//fUX/v7+6ctlyjjubH0RkUIjOR6+GwyHVtqXm74MTceDxWJqrLyQarUy+sMF/JUSQlmXWD576C68i/mZHUvyiaml+Lvvvsvw4cMZMWIENWvWZMqUKYSEhDB9+vTrble2bFnKlSuX/nB1VeUtInJLrEnwdQt7YePmBd2+hmYTnKKwAXj7s9msiw/Bk2Q+7RdGUEiY2ZEkH5lW3CQnJ7Njxw46duyYob1jx45s2bLluts2aNCAoKAg2rVrx4YNG667blJSEnFxcRkeIiJyDTdPqNYffMtB/x+hxgCzE+WZxUsX8fFR+5lRbzWH+uFNTU4k+c204ubMmTOkpqYSGBiYoT0wMJCYmJgstwkKCuLTTz9l8eLFLFmyhOrVq9OuXTs2bdqU7etMnjyZgICA9EdIiK5jICKSzpp45esmL8CQPRDU2Lw8eWzHLz8x7hf7DIzHw6Lp1aOPyYmkIJh+nRvLNYc8DcPI1JamevXqVK9ePX25adOmREVF8c4779CqVasstxk3bhxjxoxJX46Li1OBIyJi2ODnl+Dwahi4Gdx97UNQPqXNTpZnjh89yCPLjpGMH50Cohgz/CGzI0kBMe3ITenSpXF1dc10lObUqVOZjuZcz5133sk///yT7f97enri7++f4SEiUqSlJMCK/vDL63BqJ/y7zOxEeS4hLpYRM37kjOFHTfeTvDtqkM6MKkJMK248PDwIDw8nIiIiQ3tERATNmjXL8fPs3LmToKCgvI4nIuKc4o/D163gn8Xg4g6d50DNe81Olads1lTGTJ3P/pRASlvimTGiNb7+AWbHkgJk6rDUmDFjuP/++2nUqBFNmzbl008/JTIykpEjRwL2IaXjx4/zxRdfADBlyhQqVapE7dq1SU5OZu7cuSxevJjFixeb2Q0REccQsx2W9YSEaPAuDT2XQnALs1PluXdnzmZNbAgepPBJ3xAqhFYxO5IUMFOLmwEDBnD27FkmTZpEdHQ0derUYdWqVYSGhgIQHR1NZGRk+vrJyck8++yzHD9+HG9vb2rXrs13331H165dzeqCiIhjOPw9LO8L1stQqjb0WQEBznc69LfLl/DRYfvR/DfutBJ+R3OTE4kZLIZhGGaHKEhxcXEEBAQQGxur+TciUnTERcK8xhDY0H4NG0/n2//t2rGV/t+cJBl3RoaeYOyjmkDsTHLz+W362VIiIpJPDNuV2yb4V4RBP4N/KLg4364/OuowDy06QjL+tPeL4rmHRpgdSUzk+DcLERGRzBJiYH4L+GfplbbiVZyysLl8MZ6HPvuB04Y/1d1PMeWJAbi6OV8/JedU3IiIOJtTu+1DUNFb4Ycn7bdWcFI2ayrPfjSPP5PLUdISz4zhLSjmX8LsWGIylbYiIs7k3+WwarD9WjYlqkHvFfZbKzipD+Z8zncXQnDHysc9gwipdJvZkaQQUHEjIuIMDAO2vwObngcMqNgOenwDXs57FOO7VcuY8q/9oq+vNUqkcdPWJieSwkLFjYiIozNssPYh+HOWfbneSGj7Abi6m5srH+3Z9QvPbLIBMCLkBP3v1plRcoWKGxERR2dxAQ8/+79t3oMGT9jvE+WkTp2I4qGF/5JIcdoUO8a4R4abHUkKGRU3IiLOoPV/ofpAKH+n2UnyVeKlizz0yRpibEFUdTvNB4/frTOjJBOdLSUi4oiOrIVlvSE12b7s4ur0hY1hs/F/H81ld1IQxS0XmTnsTvyLlzI7lhRCKm5ERBzNzo9gSVc4+C38/r7ZaQrM1Dmfs/xcCG5Ymd69LKFVapgdSQopHcsTEXEUNiv88BTsnmZfrj0UGjxpbqYC8v33K3jn77IATGp4iabNe5mcSAozFTciIo4g8QKs7A9HIwALtHwD7njOqScOp9n7x3ae3pgCePJA+WMM7v+I2ZGkkFNxIyJS2J3/F5Z2h/N/gbsvdJkLt/U2O1WBOB1znIe+PsBlStDS9xj/GTnM7EjiAFTciIgUdrZkSIgGvxDovRzK1jc7UYFIvJTAIx+v4oStPJXdzvDR4/1w8/AwO5Y4ABU3IiKFXala0GclFK8KxYLMTpNv4i9buX3iGgA+vqsDa3Z/ye+JIfhbLjFjyB0ElChtckJxFDpbSkSksLGlwo//B5EbrrQFt3TqwmbJEqhV88rytFlfsfRsCK6kMq1LCSpXq2VeOHE4Km5ERAqT5Hj4tjdsfxtW3G2fSOzkliyBu++G4yfsy/Us/7Knkv36NTX/iufUmfYmphNHpGEpEZHCIvYILOsBZ/4ENy9oNw28imda7VKytcCj5ZfUVHhqDOAGFjcrlYjmHyMYAxcanIti+aoR/LHLSocu4Opqdtq84eOhj978ZjEMwzA7REGKi4sjICCA2NhY/P39zY4jImJ3fIv9iM3l0+BbDnp9C0GNs1y10tjvCjZbAQklhkt4cZri1LYc5oARQqoT/g1+5I1uZkdwSLn5/Ha+d42IiKPZNxfWDrffSqFMffsZUf4hZqcqUDU4ynFKE48voZYYIo0yTlnYSMHQO0dExGxH19oLm6q9oetc+7VsrmPfpE4Fk6sAbN4Eb0xexeE7gkjCg+qWSE4YJdn3QS8M65WPqNWroGUrE4OKQ1FxIyJitg6fQtCdUG8kWG58noczzdk4c3Y+R+8ohg0P6lyK4h+fQJLwxLC6YaS4YbFAcDC0b+s8c24k/+lsKRGRghZ/HDa/AIbNvuzmBfUfy1Fh4ywMm433Z8zixZ3+2HCh/vko1n42hCQ809dJu7PElCkqbCR3nKf8FxFxBDHbYVlP+xWH3byg6XizExW4VKuV8R/NZF5MMABPVI6hUsmH2bHGlmG94GB7YdO3rwkhxaGpuBERKSh/L4LVQ8B6GUrVhlr3m52owCVeSmD0+1/yfWwIFmxMrBfHkEHDAejdx4XNm7sRHQ1Ba6FlSx2xkZuj4kZEJL8ZBvzyGvz8kn05rCt0mw+eRetyFLHnz/DQB0v49XIIHqQwpZWFrl3vTf9/V1do08a8fOI8VNyIiOQnayKsGQ4HvrIvNxwNrd8Bl6J1SOLk8aMM/Xg9B1Iq4MdlPulekmYt7jI7ljgpFTciIvnp3AH4ZzG4uEG7qVD3YbMTFbiDf+9lyJydHLcFUsYSx+eDq1Hr9nCzY4kTU3EjIpKfyta3X7vGqyRULHpHKnZu38qDiyM5b5QgzPUMX4xoSkhYNbNjiZNTcSMiktcOroBiFSCwoX252t3m5jHJhh/W8NjaBC5TjHqe0cwa1Y1SZZ33zuZSeBSdiyqIiOQ3w4Df3oZlvf53uvdJsxOZZvHSRYxYm8RlPGlV7BhfPXOPChspMDpyIyKSF1KTIWIk7J1tX67c3T4UVcQYNhuffPElbxwoDUCfUlG8+cQDeHh5mZxMihIVNyIit+rSGVjRD45tsl9luM170OCJK5fYLSJs1lRe/Xgms45VAODhiicY+/BDuLgVrTPDxHwqbkREbsXZfbC0B8QeAg8/6L4AwrqYnarAJScm8uwHc1h+zn438xdrneWhIQ+ZnEqKKhU3IiK3Yusr9sImIAx6r4DStc1OVOAuxp3n0fcXsjkhBDesvNPUSu9eQ8yOJUWYihsRkVvR4RNw94WWk8GnjNlpCtyZkycYNnU1e5KD8SGR6Z39aN2mo9mxpIjT2VIiIrlhs8L+r+xnRoH9FgqdZhTJwubowQP0+2Ade5LLUdISz/z+FVTYSKGgIzciIjmVeAFW9oejEfa7ejd6xuxEpvlz92888PVBzhilCHE9xxfDGhFWtabZsUQAFTciIjlz/l9Y1sN+OwV3Xyhe1exEpvl583oe+e48F/GjpvtJPn+sI2WDgs2OJZJOxY2IyI1E/QjL+0LiOfALgd7L7bdVcHLxl63cPnENAJ+070T7tm6sWr2UMT+5kII3TX2O88mT/fAvXsrkpCIZmT7nZtq0aYSFheHl5UV4eDibN2/O0XY///wzbm5u1K9fP38DikjRtmcmLGpvL2zKNYZ7fy0Shc2SJVDrqlGmLl1h4JC5PPmTGym40a14FHP+734VNlIomVrcLFiwgNGjR/Piiy+yc+dOWrZsSZcuXYiMjLzudrGxsQwZMoR27doVUFIRKZLO/Q0Rj9gnEVcfCP03gm85s1PluyVL4O674fiJtBaDnoNm81tICQxc6O17jA+eHYGnl7eZMUWyZTGMtCn/Ba9JkyY0bNiQ6dOnp7fVrFmT3r17M3ny5Gy3GzhwILfddhuurq4sW7aMXbt25fg14+LiCAgIIDY2Fn9//1uJLyJFwc6P7Edt7nwp2ysOX0q2FnCo/JOaaj9ic/wEWNyshD65loaWf9hu1ACgXuRJdm69j737XHB1kgsP+3hohoYjyM3nt2k/0eTkZHbs2MHYsWMztHfs2JEtW7Zku93s2bM5ePAgc+fO5dVXX73h6yQlJZGUlJS+HBcXd/OhRcT5xR2F1BQo8b8Jww0ev+EmtcavyedQBct1IFQEynCecpbzbDdq4IKNhpa/2V6xBi4VI7h9otkp886RN7qZHUHymGnDUmfOnCE1NZXAwMAM7YGBgcTExGS5zT///MPYsWOZN28ebm45q8smT55MQEBA+iMkJOSWs4uIkzq+BeY1hqXdIPG82WlM44aVJpZ9XMSbPUZlPEmmjuVQ+tEbkcLO9GNxlmsO8xqGkakNIDU1lcGDBzNx4kSqVauW4+cfN24cY8aMSV+Oi4tTgSMime2bC2uH2+/u7RsEKZfAq0TONp3UKZ/DFZyv525g9oHT/OJSC4DqlkiSDHe+e/8RDOuVj4zVq6BlK7NSilyfacVN6dKlcXV1zXSU5tSpU5mO5gDEx8ezfft2du7cyeOP2w8T22w2DMPAzc2NtWvXctddd2XaztPTE09Pz/zphIg4PsMGP78Ev7xuX67aG7p8CR7FcvwUzjBnI+b4EV6b9z0rzoWASxlKGPEE7rVwoE4w4IJhdcNIccNigeBgaN8Wp5lzI87HtN9IDw8PwsPDiYiIoE+fPuntERER9OrVK9P6/v7+7NmzJ0PbtGnT+OGHH1i0aBFhYWH5nllEnExKAqweCv8sti83HgstXgOL6VfJKDApyUnM+XoBU/b5kkAILtjo6XuCL97tyx+XShBS58p8orSD6lOmqLCRws3UPzfGjBnD/fffT6NGjWjatCmffvopkZGRjBw5ErAPKR0/fpwvvvgCFxcX6tSpk2H7smXL4uXllaldRCRHNj5jL2xc3KHjZ1B7qNmJCtTWnzcwfvUR/rGWBaCB5wle6VufOvV60Ko2PDUm41lgwcH2wqZvXxPCiuSCqcXNgAEDOHv2LJMmTSI6Opo6deqwatUqQkNDAYiOjr7hNW9ERG5a80lwcge0eQ+CW5idpsCcOhHF63O/Y9m5EKAsJS3xjA23cHfvB3Fxsx+S6dsXevVyY/PmbkRHQ9BaaNlSR2zEMZh6nRsz6Do3IkXcmT+h9FVHew0j2+vXOBtrcjKfL1zAe396cxFvLNi4t9wJnr2/N8VLZZ7rKFKYOMR1bkRECpRhwC+v2ScPd55zZQiqiBQ2v279kfGrDnIgxV7E1POM5pVedajbsIfJyUTynoobEXF+1kRYMxwOfGVfPrPX3DwF6FT0Md6Yu5IlZ0OAQIpbLvJ8Q4MBfYalD0GJOBsVNyLi3BJOwre9IXobuLhBu6lQ92GzU+U7a3IyX36zkHf3eBFPCBZsDAw8zv/d34cSpTUEJc5NxY2IOK/Tf8DSHhAfab8gX49FUDHz9bCczfZfNvPSyn/Y/78hqNs9YnilVy3qh2sISooGFTci4pwSYmB+c0i5CCWqQe8VUDLnVzd3RGdOnuCNuctZdNo+BBVgSeC5+lYG9RuKaw5vWSPiDPRuFxHn5FsOwsfAiZ+hxzc5vpWCI0q1Wpn3zQLe+cODOMN+e5kBZaN4/v7elCxTzuR0IgVPxY2IOI/UZEiKA5/S9uVmL4PNCq7upsbKT7//toWXVuxnb7K9iKntEcMrPWrS8A7d6VqKLhU3IuIcLp2BFf3sN7wc8CO4+9hP83bSwubsqWjemvstC06FAOXwt1ziubrJDL5HQ1Ai+g0QEcd3dj8s7Q6xh8DDD87ug3KNzE6VL1KtVuYvXsjbu9yI/d8Q1N1lohh7X09KB5Y3OZ1I4aDiRkQc25E1sKI/JMdBQJh94nDp2manyhe7dmzlpW/3sed/Q1A13U/ySvfbaNRkpMnJRAoXFTci4rh2fgQbngLDBhVaQM8l4FPG7FR57vyZk7z15VK+PlkBg3L4cZln6iZy39334ebhYXY8kUJHxY2IOKZf34TNY+1f1x4K7T8BN09zM+UxmzWVBUu/4c3fLVz43xBU31JRjL2vO2WDgk1OJ1J4qbgREcdUvT/seBfCn4E7nnO6e0T98fs2Xvr2T3YnBQFQw/0kE7tUoUkzDUGJ3IiKGxFxHMnx9gnDYJ9f8+Df4BlgbqY8duHsSd7+chlfxZTHIIhiXObpOpcZ2l9DUCI5peJGRBxD1Eb7xOFOs6BKd3ubExU2Nmsq3yxbxJs7DM4Z9iGn3iWjeOG+bpQtH2JyOhHHouJGRAq/PTNh3Uj7Bfl+nwKVuznVMNSfu37lpaW72ZlkP5W7mtspJnUN404NQYncFBU3IlJ42VJh0/Ow47/25eoD7UdunKSwiT13mv9+uYS50eWxUR5fEhldK4EHBg7G3cO5JkeLFCQVNyJSOCXHw3eD4dBK+3KziXDnS05R2NisqSxevoQ3fkvl7P+GoHqUjOLFeztTrkIlc8OJOAEVNyJS+CTH2+/ofWYPuHlB58/tZ0c5gX17djB+8e9sT7QPQVVxO80rnUJo1lJDUCJ5RcWNiBQ+Hn5QoSVcPg29voWgxmYnumVxF87y7peL+eJ4EDbK40MiT9W8yLABA/Hw8jI7nohTUXEjIoWHzQou/9sttZ0Cd/4HigWZGulWGTYbS5cv4fVfUjhjVACgW4ko/jO4E0EhYSanE3FOLjez0aRJk7h06VKm9suXLzNp0qRbDiUiRYxhg5/+A0u6QmqKvc3V3eELmwN7dzLglRmM2ebNGcOfym5n+LKLB1OfH6nCRiQfWQzDMHK7kaurK9HR0ZQtWzZD+9mzZylbtiypqal5FjCvxcXFERAQQGxsLP7+/mbHEZGUBFg9FP5ZbF/u9S1U7WluplsUf+Ec781dxOfHypGKK94k8UT1OIYPGoCnl7fZ8UQcUm4+v29qWMowDCxZnLGwe/duSpYseTNPKSJFUfxxWNYTTv0OLu7Q8TOHLmwMm43lK5fx6tYkTv9vCKpL8Sj+M6gDFUKrmJxOpOjIVXFTokQJLBYLFouFatWqZShwUlNTuXjxIiNHasa/iORAzHZ7YZMQDd6loedSCG5hdqqb9ve+3bz0zS/8crkC4Ekl1zO83D6INm21TxQpaLkqbqZMmYJhGDz44INMnDiRgIArlz738PCgUqVKNG3aNM9DioiTObgCVg4A62UoVQt6r4Dilc1OdVMuxp3n/S+/YXZUIFYq4EUSj1eL5aHBAzUEJWKSHBc3DRs2ZP369ZQoUYLPP/+cBx98kGLFiuVnNhFxVv6VwOIKlTpD968d8h5Rhs3GylXf8uqWy5y02YegOgZE8dKgdoRUus3kdCJFW46Lm/3795OQkECJEiXYtGkTly9fVnEjIjlnGFeuLlzmdhi0BUrVvHLqtwP598Aexi/cwpZLwYAHoa5nefmusrRtpyEokcIgx3uV+vXrM2zYMFq0aIFhGLz99tvZFjfjx4/Ps4Ai4gQSYuzDUM1fuzKvpszt5ma6CQlxsXwwbyEzj5bFSjCeJDPqtgs8PKg/Xj6+ZscTkf/J8angf/31FxMmTODgwYP8/vvv1KpVCze3zLWRxWLh999/z/OgeUWngosUsNN/wNLuEB8FJarBA/vAxdXsVLli2Gys+n45r/yUQIytOADt/aIYP6gtFStXNzecSBGRm8/vm7rOjYuLCzExMZmuc+MIVNyIFKB/l8OqwfZr2ZSoZp84XLKa2aly5eDfe5mw4Cd+SrDf4DLE9RwT2pSifYeuJicTKVry/To3NpvtpoKJSBFhGLD9Hdj0PGBAxbugxyLwKmF2shy7dDGOj+Yu5LMjZUghGA9SGFnlLI/dOwAvH803FCnMclzcLF++nC5duuDu7s7y5cuvu27Pno57ES4RuUWpKRDxCOydbV+u+wjc9aH9dgoOwLDZWLNmJZM2x3HCZr/9Q5tix3h5YCsqVa1pcjoRyYkcFze9e/dOH4rq3bt3tutZLJZCffsFEclnLq72YSiLC7R5Dxo8ceUsqULu8L/7mfD1JjZdDAZKUMHlPBPalKBD+4ewuNzUrfhExAQ5Lm6uHorKblgqMjKSCRMm3HoqEXFcFhfoPAfqPwYhrc1OkyOXL8Yz7auFfHKoFMn/G4J6pPJZHhvcH+9ifmbHE5FcuqkJxdnZvXs3DRs2LNRHbjShWCQfHFkLf38DHT6xFzcOwrDZiFi3mokbz3PcZp8P1KrYMSYObEWYhqBECpV8n1AsIpJu50ewYTQYqVCuMdR9yOxEOXL04AFe/nojG+JDgBKUdznP+Jb+dOqkISgRR6fiRkRuTmqKvajZPc2+XHso1BpiaqScSLx0kWnzFvDxwVIkE4I7Vh6qdJrH7+uPTzEdzRVxBipuRCT3Ei/Ainsgch1ggZZvwB3PFfqJw+vXreblDWeISi0HQAvfY0wc0IIq1XqZnExE8lKuipu+ffte9/8vXLhwK1lExBGc/9d+xeHzf4G7L3SdB1XNLw7iL1u5feIaAD5p34n2bd1w/d+FkKMO/83Er35gXXwIUJJyLhd4qYUvXTtrCErEGeXqtzogIOC6j9DQUIYMyd1h6WnTphEWFoaXlxfh4eFs3rw523V/+uknmjdvTqlSpfD29qZGjRq89957uXo9EblFl05C3GHwC4GBPxWKwmbJEqh11fzfLl2hUiX4ZmEC78+YRftP9rIuPgQ3rDwSeoL1Y7vTrWtvFTYiTipXR25mz56dpy++YMECRo8ezbRp02jevDmffPIJXbp0Yd++fVSsWDHT+r6+vjz++OPUrVsXX19ffvrpJx555BF8fX15+OGH8zSbiGSjQnPouQQCw8G3nNlpWLIE7r4bcIOr9xqVKq3hve0nOeESCEBTn+O80r8pVWuYX4yJSP7K01PBc6tJkyY0bNiQ6dOnp7fVrFmT3r17M3ny5Bw9R9++ffH19eXLL7/M0fo6FVyKukvJ1txtYEvFfdt4rNUGYJSumz+hblJqqv2IzfETYHGzEvLkespxljKXEtjjYy91yhixjG3qRefO3Z3mSI2Ph6ZLStHjEKeCJycns2PHDsaOHZuhvWPHjmzZsiVHz7Fz5062bNnCq6++mu06SUlJJCUlpS/HxcXdXGARJ1Fr/Jocr1vMcon3/d6mnedvnPx1Du3OTScJz3xMl3uuA68csalr+Ze/jRBifErhhpVwy9/sIYxntnnyzLYIU3PmpSNvdDM7gkihZtqfMWfOnCE1NZXAwMAM7YGBgcTExFx32+DgYDw9PWnUqBGjRo1ixIgR2a47efLkDPOCQkJC8iS/iLMLdjnJouLP0c7zNxIND95IeKDQFTbXcieVRDy5zXKM8pzhF6MWl/A2O5aIFDDTj21arjl11DCMTG3X2rx5MxcvXmTbtm2MHTuWqlWrMmjQoCzXHTduHGPGjElfjouLU4EjRdq+SZ1uuI5L9BY8vxuG5fJpDJ9y0G0xb5VrzFsFkC83Nm+yTx4G+7BU+FN/AeB1yJP1S+9LX2/1KmjZyoyEImIG04qb0qVL4+rqmukozalTpzIdzblWWFgYALfffjsnT57k5Zdfzra48fT0xNOzcP+1KVKQbjhfY99cWDscUpOhTH0sfVbg5RdcMOFyqX1bqBAIx49DhsmDhgUjxQ2LBYKD7eulnRYuIs7PtGEpDw8PwsPDiYjIOA4eERFBs2bNcvw8hmFkmFMjIrfAMGDfF/bCpmpvGPQTFNLCBuwFy/vv27++9oBv2vKUKSpsRIoaU4elxowZw/3330+jRo1o2rQpn376KZGRkYwcORKwDykdP36cL774AoCpU6dSsWJFatSoAdive/POO+/wxBNPmNYHEadisUD3hfDnTAh/2iFugtm3LyxaBE+NydgeHGwvbG5w7VERcUKmFjcDBgzg7NmzTJo0iejoaOrUqcOqVasIDQ0FIDo6msjIyPT1bTYb48aN4/Dhw7i5uVGlShXeeOMNHnnkEbO6IOL44o/DgfnQ6Bl7ceNV3P61A+nbF3r1cmPUaz5wCZo3tbBsvo7YiBRVpl7nxgy6zo3IVU7ugGU94eIJaD8d6o00O9EtGf3Wxyw7F8J/ap9lxP2F/yaeIpJzDnGdGxEx2d+LYPUQsF6GUrWhUmezE4mI5AkVNyJFjWHAL6/Bzy/Zl8O6Qrf54KkjmSLiHFTciBQl1kRYMxwOfGVfbjgaWr8DLpqcIiLOQ8WNSFES/Yt98rCLG7SbCnV1w1kRcT4qbkSKkpDW9qKmZA2o2NbsNCIi+ULFjYizO/QdlKwJxSvbl+s/am4eEZF8Vviv0CUiN8cw4Ld3YGkPWNYDkuLMTiQiUiB05EbEGaUmQ8RI2DvbvlyhJbjp7tgiUjSouBFxNpfOwIp+cGyT/fYJbd6FBk9mvvmSiIiTUnEj4kzO7oel3SH2EHj4QfcFENbF7FQiIgVKxY2IM9nwlL2wCQiD3iugdG2zE4mIFDhNKBZxJp0/h2r9YfAvKmxEpMhScSPiyGxW+6neaYoFQY8F4FPGvEwiIiZTcSPiqBIvwJKu9jk2++ebnUZEpNDQnBsRR3T+X3tRc/4vcPMBdx+zE4mIFBoqbkQcTdRGWN4PEs9BsWDoswLK1jc5lIhI4aHiRsSR7JkJ60ba59qUawy9vwXfcmanEhEpVFTciDiKkztg7Qj719UHQqdZ4K6rDouIXEvFjYijCAyHJi+Aiwc0Ha8rDouIZEPFjUhhFnvEfk8o30D7covXTI0jIuIIdCq4SGF1fAvMawzf9gFrotlpREQchoobkcJo31z4pi1cPg3Wy5AUa3YiERGHoeJGpDAxbPDTi7D6fkhNhqq9YdBPV4alRETkhjTnRqSwSEmA1UPgnyX25cZj7XNsLPobREQkN1TciBQWa0bYCxsXd+j4GdQeanYiERGHpOJGpLBo/gqc3gUdPoPgFmanERFxWCpuRMx04RAUr2z/ukRVGPonuLiam0lExMFpMF/EDIYB216F2dXh8PdX2lXYiIjcMhU3IgXNmgir7oOfX7LfI+r4T2YnEhFxKhqWEilICSfh294QvQ1c3KDdVKj7sNmpREScioobkYJy+g9Y2gPiI8GrBPRYBBXvMjuViIjTUXEjUhAuHIL5zSHlIpSoBn1WQonbzE4lIuKUVNyIFISAMKgxEGIPQ49v7EduREQkX6i4EckvqcmQmgQefmCx2OfXYAFXd7OTiYg4NZ0tJZIfLp2BRR1gRX/7GVEArh4qbERECoCO3IjktbP7YWl3iD1kP2pz7gCUrmN2KhGRIkPFjUheOrIWVvaHpFjwr2SfOFy6ttmpRESKFBU3Inll50ewYTQYqVChBfRcAj5lzE4lIlLkaM6NSF7Y8jL88IS9sKk9FO5ep8JGRMQkKm5E8kKVXuBeDFq+AZ1mg5un2YmKnPjLVqLOXwLg5GmD1FSTA4mIaUwvbqZNm0ZYWBheXl6Eh4ezefPmbNddsmQJHTp0oEyZMvj7+9O0aVPWrFlTgGlFrmJNvPJ1YAMYcRAaP28/7VsK1JIlUKvmleVt26BSJXu7iBQ9phY3CxYsYPTo0bz44ovs3LmTli1b0qVLFyIjI7Ncf9OmTXTo0IFVq1axY8cO2rZtS48ePdi5c2cBJ5ciL2ojzKwCJ7ZdafMpa1aaIm3JErj7bjh+ImP78eP2dhU4IkWPxTAMw6wXb9KkCQ0bNmT69OnpbTVr1qR3795Mnjw5R89Ru3ZtBgwYwPjx43O0flxcHAEBAcTGxuLv739TuaWI+2MGrH/Ufv2ayj2gz3KzE+XKpWSr2RHyTGqq/YjN8RNgcbPS+6lp7DCqc/vh03y39D4sFqhQHvbuA1dXs9PmHR8PnQsiRU9uPr9N+w1JTk5mx44djB07NkN7x44d2bJlS46ew2azER8fT8mSJbNdJykpiaSkpPTluLi4mwssYkuFTf8HO961L1cfCJ1mmZvpJtQa71xDua4DoSIABsnYL5LoXfk0Fcdc6eftE02Jlm+OvNHN7AgihZppw1JnzpwhNTWVwMDADO2BgYHExMTk6Dn++9//kpCQQP/+/bNdZ/LkyQQEBKQ/QkJCbim3FFFJcfBtryuFTdOXodtX4O5taiyxs2CjseUAe4zKACTgZXIiETGT6cc2LddMvjQMI1NbVubPn8/LL7/Mt99+S9my2c91GDduHGPGjElfjouLU4EjuXPpDHzTFs78CW5e0GkO1Bhgdqqbtm9SJ7Mj5JnNm6B370u0HzaPX31rYsHGHZa/WPz+4xjWK7u31augZSsTg4pIgTKtuCldujSurq6ZjtKcOnUq09Gcay1YsIDhw4fzzTff0L59++uu6+npiaenTsuVW+BdEorfBpfPQK9vIaix2YluiTPN12jc4AxtHlnCHveKuJNCHcthfjVqYljdMFLcsFggOBjat3WuOTcicn2mDUt5eHgQHh5OREREhvaIiAiaNWuW7Xbz58/ngQce4KuvvqJbN407Sz4ybPZ/LS7Q9Uu49zeHL2ycycnjRxk0ZTn73Svgy2XKbCrGTqNa+v+nHQCeMkWFjUhRY+qp4GPGjGHGjBnMmjWL/fv38/TTTxMZGcnIkSMB+5DSkCFD0tefP38+Q4YM4b///S933nknMTExxMTEEBsba1YXxBkZNvjpRVg9BNJOJnT3Bb9gc3NJuoN/76Xv1M0cSAmkjCWOZ6tWIupEmwzrBAfDokXQt685GUXEPKYenx4wYABnz55l0qRJREdHU6dOHVatWkVoaCgA0dHRGa5588knn2C1Whk1ahSjRo1Kbx86dChz5swp6PjijFISYPVQ+GexfbnOcKjY1txMksHO7Vt5cHEk540SVHI9w5cjmhISVo0hw2Dz5m5ER0PQWmjZUkdsRIoqU69zYwZd50ayFX8clvWEU7+Dqwd0+AxqD7nxdlJgNvywhsfWJnAZT+p6RjPrsa6UDixvdiwRKQAOcZ0bkUIlZru9sEmIBu/S0HMpBLcwO5VcZfHSRTz/iztWPGnpe4yPnxqIr3+A2bFEpBBScSPyz1JYdS9YL0Op2tBnBQSEmZ1K/sew2fj0yy+ZvL80AL1LRvHWkw/g4aVr2YhI1lTciHiVAFsKhHWBbl+Dp4YrCwubNZXXPp7JzGMVAHgo5DjjHnkIFzdNphGR7Km4EQlpAwM2Qbk7wEW/EoVFcmIiz30wh2/P2S+6+WKtszw05GGTU4mIIzD1VHARUySchMWd4czeK23lm6qwKUQuxp1n+Nuf8+25ENyw8t6diTw0RJO7RSRntDeXouX0H7C0O8RH2a84fO9vV672JoXCmZMnGDZ1NXuSg/EhkWmd/GjTtqPZsUTEgai4kaLj4Ar4bpD9WjYlqkHXr1TYFDKRh/5iyMxtHEktR0lLPLPuDqV+eFOzY4mIg1FxI87PMGD7f2HT/wEGVGwHPb6xTySWQuPP3b/xwNf/csYoTbDrOb4YGk7larXMjiUiDkjFjTi31GRY9yj8Ocu+XG8ktP0AXN3NzSUZbNm8noe/O89F/KnpfpLPH+1A2fIhZscSEQel4kacnAViD9lvftnmPWjwhIaiCpmV3y3j6c0WUvDmTp/jfPpkP/yLlzI7log4MBU34txc3aHHIji1E0Lbm51GrjHnq7lM/CMAAxe6Fo/i3Sfvx8vH1+xYIuLgdCq4OJ8ja+139U7jXUqFTSFj2Gy89fEMXv6jBAYuDAk6xofPjlBhIyJ5QkduxLns/Ag2jAYjFco2hGr9zE4k17AmJ/PCh7NYeNo+p+bZaqcY9cBDWFz0t5aI5A0VN+IcbFb44SnYPc2+XHsoVO5ubqYi7lKylVrj1wCwb1InfDzcuHwxnsffn8f6+BBcsPF6eAID7xlmclIRcTYqbsTxJV6Alf3haARggZZvwB3PaeKwyVJTr3y9eROE336Sh6cv5/fEEDxJ5qO7POjQcaB5AUXEaam4Ecd2/l/7FYfP/wVuPtB1HtzW2+xURd6SJfDUGHD9X+3y8PBDhA7YQqRLeQIsCczsHUSjJi3NDSkiTkvFjTi2s3vh/N9QLBj6rICy9c1OVOQtWQJ33w24QUUglBguDbxApKUMZY0LPFatDo2a1DM7pog4MRU34tiq9oIuX9jPhvItZ3aam3Ip2Wp2hDyTmmo/YoMbWNysVCOKaEoSb/GlYuopji5swXiXMPoNsuLqanbavOPjoV2pSGFiMQzDMDtEQYqLiyMgIIDY2Fj8/f3NjiO5ZUuFrZPg9gfBP9TsNHmi0tjvzI6Qb263HGSPUQVvkvDhMmcpbnakfHHkjW5mRxBxern5/Na5l+I4kuPh296wbRIs6wWpKWYnkhxwJ4XLeFLGEosfCWbHEZEiQMdSxTHEHoFlPeDMn+DmBY3HOc39ofZN6mR2hDyzeRN06Wr/2uJmhSehJkeJoiwHjFBCU09ybn4jZs2pSMtW5mYVEeel4kYKv+Nb7EdsLp+2z6vp9S0ENTY7VZ5xpvka7dtChUA4fhzSxrv3E4rfyrKU7vYPR10DCb53C2EVLuHjUcfUrCLivDQsJYXbvrnwTVt7YVOmPgz+1akKG2fj6grvv2//+urLDO39uwFnvrqDYNsZTlpKMOCLvezcvtWckCLi9FTcSOFls8KO9yA1Gar2hkE/gX+I2ankBvr2hUWLoHxQxnab5TZG1etIPc9ozhvFGLwomg3rvzcnpIg4NZ0tJYVb/DHY+zk0GQcW1eKOJDUVNm+G6GgICoKWLe1Hdi5djOPRKfP58WIwrqTyZpMk7u5zj9lxRaSQy83nt4obKVzij8PRtVBH9xtyZinJSTz//myWnLUfiXu+xmlGDhmim2eKSLZ0Krg4ppjtMO8OWPMg/LPE7DSSj9w9PHnn6Yd4pOIJAN48UIZJU2dgs6beYEsRkRtTcSOFw9+LYEErSIiGUrWhbAOzE0k+c3FzZdxjD/GfOucAmH28AqPf/YzkxESTk4mIo1NxI+YyDNj2Kqy4B6yXIawrDNoCAWFmJ5MCMuK++3m/WRLuWFl+LoQH3/6ci3HnzY4lIg5MxY2Yx5oIq+6Dn1+yLzccDb2Xg6fmQhU1vXr2ZWZnb3xI5KeEYAa+s4TTMcfNjiUiDkrFjZjn8Go48BW4uEGHT6Dte+DiRHdTlFxp1aYjX/evQClLPH8ml+PuD9dz9OABs2OJiANScSPmua0PNH0Z+q2Bug+bnUYKgboN72TR8HqEuJ7jaGop+s3YxZ+7fjU7log4GBU3UrAOr4ZLZ64sN5sAFe8yL48UOmFVa7L48bbU8ojhjOHHgK+j+GnTOrNjiYgDUXEjBcMw4Le3YUk3WN4XrElmJ5JCrGxQMAvG9KGZzzES8GLYqgSWr1hqdiwRcRAqbiT/pSbDmuGw6f8AA0rV0tWG5Yb8ipdk9v8NoVuJKFJw48mfPZg9b67ZsUTEAegTRvLXpTOwqAPsnW0vaNq+D+2ng6u72cnEAXh6efPhMw/xQPljAEzcU4I3P56BYbOZnExECjMVN5J/zu6Hr5rAsU3g4Qd9VkLDJzPeLlrkBlzcXJnw+EM8V/0UANOPBPHce5+SkqyhTRHJmoobyR+GAd8PhdhD9gvyDdoKYV3MTiUOyuLiwqhhw3jrjgRcSWXR6RAefns2ly7GmR1NRAohFTeSPywW6PIlVO4Og3+B0rXNTiROoH+//nza3h0vktgQH8Lgtxdy/sxJs2OJSCGj4kbyjs0KxzZfWS5ZHfqsAJ8y5mUSp9OufRfm9QukuOUiu5KCuHvKao4fPWh2LBEpREwvbqZNm0ZYWBheXl6Eh4ezefPmbNeNjo5m8ODBVK9eHRcXF0aPHl1wQeX6Ei/Akq6wsC0cXW92GnFy4Xc0Z9HQWpR3Oc9Baxn6fvILB/buNDuWiBQSphY3CxYsYPTo0bz44ovs3LmTli1b0qVLFyIjI7NcPykpiTJlyvDiiy9Sr169Ak4r2Tr/L8xvCkcjwM0LrJfMTiRFQNUat7P40eZUczvFSVsA93z5L79u/dHsWCJSCFgMwzDMevEmTZrQsGFDpk+fnt5Ws2ZNevfuzeTJk6+7bZs2bahfvz5TpkzJ1WvGxcUREBBAbGws/v66QeMti/rRflG+xHPgF2K/8WXZ+mankiIk9txpRny4jN8ul8eDFD5s60anTt3NjiUieSw3n9+mHblJTk5mx44ddOzYMUN7x44d2bJlS569TlJSEnFxcRkekkf2zIRF7e2FTbnGcO+vKmykwAWULMOXzw2ig38Uybjz6AaDeQvnmx1LRExkWnFz5swZUlNTCQwMzNAeGBhITExMnr3O5MmTCQgISH+EhITk2XMXaZE/wNoR9knE1QdC/43gW87sVFJEefkUY/qzDzIoMAobLrz4uz9TZszSxf5EiijTJxRbrrmgm2EYmdpuxbhx44iNjU1/REVF5dlzF2khbaH2A9BsInT7Cty9zU4kRZybhwevP/UwT1ax/3E05d9AXnz/M1KtVpOTiUhBM624KV26NK6urpmO0pw6dSrT0Zxb4enpib+/f4aH3KS4SEiOt39tsUCnWdB0vK44LIWGxcWFMQ8N55X6sViw8dXJYEa9PYPESwlmRxORAmRacePh4UF4eDgREREZ2iMiImjWrJlJqSRbx7fAvDvgu3vBlmpvU1EjhdT9AwczrbWBByl8HxvCkLfnEXv+jNmxRKSAmDosNWbMGGbMmMGsWbPYv38/Tz/9NJGRkYwcORKwDykNGTIkwza7du1i165dXLx4kdOnT7Nr1y727dtnRvyiY99c+KYtXDoF8ZGQdMHsRCI31KVLT77oWRw/LvPr5QoMeHc5J48fNTuWiBQAU08FB/tF/N566y2io6OpU6cO7733Hq1atQLggQce4MiRI2zcuDF9/azm44SGhnLkyJEcvZ5OBc8FwwY/vwS/vG5frtrbfksFj2KmxhLJjf17fmfo/AOcsgVQweU8nw+pT9UadcyOJSK5lJvPb9OLm4Km4iaHUhJg9VD4Z7F9ufFYaPEaWEyfgy6Sa1FH/mHojC0cspamhOUis/pVpEGjpmbHEpFccIjr3Eght3KgvbBxcYfOc6DlZBU24rBCKt3GN092pJ5nNOeNYgxeFM2G9d+bHUtE8ok+rSRrTceDX0W45weoPdTsNCK3rFTZIOY/15/WxY5xGU9GRCSzaOk3ZscSkXyg4kauuBh95etyd8DwfyC4hXl5RPKYTzF/ZvzfA/QtHUUqrjz7iw8fz/lcF/sTcTIqbgQMA7a+AjOrQsz2K+2uHuZlEskn7h6e/HfMwzwSegKANw6U5pVpM7BZU01OJiJ5RcVNUWdNhFX3wZbx9rt5H15tdiKRfGdxcWHcow/xnzrnAJh1rAKj3/2M5MREk5OJSF5QcVOUJcTAwjZw4CtwcYMOn0DTl8xOJVJgRtx3P+83S8IdK8vPhfDg259zMe682bFE5BapuCmqTv8B8xpD9C/gVQL6rYG6D5udSqTA9erZl1ldfPAlkZ8Sghn4zhJOxxw3O5aI3AIVN0XR6T0wvxnER0GJajBoG1S8y+xUIqZp2boDXw8MppQlnj+Ty3H3h+s5evCA2bFE5CapuCmKStWy39W7YjsYvA1KVjM7kYjpbq/fhEXD6xHieo6jqaXoN2MXf+761exYInITdIXioiI12f5v2hlQKQng4gGu7uZlEimETkUf44Hpa9iXXA5fEvm0W3Gat2xndiyRIk9XKJaMLp2BRR0gYqT9tG8Ad18VNiJZKBsUzIIxfWjmc4wEvHjgu4ssX7HU7Fgikgsqbpzd2f3wVRM4tgn+WQSxh81OJFLo+RUvyez/G0K3ElGk4MaTP3swe95cs2OJSA6puHFmR9bAV3dC7CEICINBW6F4ZbNTiTgETy9vPnzmIR4ofwyAiXtK8ObHM3Q1YxEHoOLGWe38CJZ0heQ4qNACBv8CpWubnUrEobi4uTLh8Yd4rvopAKYfCeK59z4lJTkJgPjLViqN/Y5KY79jzTorqbrIsUihoOLGGW0aCz88AYbNftPLu9eBTxmzU4k4JIuLC6OGDeOtOxJwJZVFp0N45O3ZfLMgnlo1r6zXpStUqgRLlpgWVUT+R8WNMwptDy7u0PJN6DQb3DzNTiTi8Pr368+n7d3xIokf4kP49NevuXzpVIZ1jh+Hu+9WgSNiNp0K7ixsVvstFNLERYJ/RfPyiPzPpWSr2RHy1M7ftvDYimhiKUaI7TRJLq6coiRRH7TDsLphsUCF8rB3H7i6mp02b/h4uN14JZF8lpvPbxU3ziBqI6wdAX2+g5LVzU4jkkGlsd+ZHSHPhXCSZNw5SUnKcAFfLnOEILNj5Zsjb3QzO4KIrnNTpPwxw34NmwsHYesks9OIFAlRBGLDQqglhtMUx9ViA4rU34kihZqONToqWyps+j/Y8a59ufpA6DjD3EwiWdg3qZPZEfLU5k32ycORQIkSMbR8cBGnjQCiPmiPYb2yS129Clq2Mi+nSFGm4sYRJcfDd4Ph0Er7crOJcOdLYLGYm0skC842X6N9W6gQaJ88fP58OXYZtwFgWN0wUuxzboKD7es5y5wbEUejYSlHkxBjv6P3oZXg5gXdF0DT8SpsRAqIqyu8/77962t/7dKWp0xRYSNiJhU3jsazBHgWB99y0P9HqN7f7EQiRU7fvrBoEZS/Zg5xcLC9vW9fc3KJiJ1zHS92ZoZh/7PQzRN6LgFrIviHmJ1KpMjq2xc6dIHbJ9qXV6/SUJRIYaHiprAzbPDzeEhNhtZv2dt0tWGRQsHP202nSYsUQipuCrOUBFg9FP5ZbF+u3h/KNTI3k4iISCGn4qawij8Oy3rCqd/tt1Lo+JkKGxERkRxQcVMYxWy3FzYJ0eBdGnouheAWZqcSERFxCCpuCpu/F8Pq+8F6GUrVgt4roHhls1OJiIg4DBU3hY2Rai9sKnWG7l+DZ4DZiURERByKipvCpnp/e0FTsV3Gu3yLiIhIjugifmZLOAnf9rVPIE5TqZMKGxERkZukT1Aznf4DlnaH+Cj7/aLuiTA7kYiIiMNTcWOWf5fDqsH2a9mUqAbtppqdSERExCmouClohgHb34FNzwMGVLwLeiwCrxJmJxMREXEKKm4KUmoyRIyEvbPty3Ufgbs+BFd3c3OJiIg4ERU3BSk1CU5uB4sLtHkPGjxhvxmmiIiI5BkVNwXJww/6rIBzB+xnRImIiEie06ng+e3IWvj9gyvL/qEqbERERPKRjtzkp50fwYbRYNig9O1Qsa3ZiURERJye6Udupk2bRlhYGF5eXoSHh7N58+brrv/jjz8SHh6Ol5cXlStX5uOPPy6gpLmQmgLrRsEPT9hvp1B7CJRvZnYqERGRIsHU4mbBggWMHj2aF198kZ07d9KyZUu6dOlCZGRklusfPnyYrl270rJlS3bu3MkLL7zAk08+yeLFiws4+XUkXoAlXWH3NMACLd+ETrPBzdPsZCIiIkWCxTAMw6wXb9KkCQ0bNmT69OnpbTVr1qR3795Mnjw50/rPP/88y5cvZ//+/eltI0eOZPfu3WzdujVHrxkXF0dAQACxsbH4+/vfeieudv5f+xWHz/8F7r7QdR5U7ZW3ryEiIlIE5ebz27QjN8nJyezYsYOOHTtmaO/YsSNbtmzJcputW7dmWr9Tp05s376dlJSULLdJSkoiLi4uwyPfRG2wFzZ+ITDwJxU2IiIiJjCtuDlz5gypqakEBgZmaA8MDCQmJibLbWJiYrJc32q1cubMmSy3mTx5MgEBAemPkJCQvOlAVuo+BG2nwL2/Qtn6+fc6IiIiki3TJxRbrrmInWEYmdputH5W7WnGjRtHbGxs+iMqKuoWE99Aw6fAt1z+voaIiIhky7RTwUuXLo2rq2umozSnTp3KdHQmTbly5bJc383NjVKlSmW5jaenJ56emswrIiJSVJh25MbDw4Pw8HAiIiIytEdERNCsWdanTTdt2jTT+mvXrqVRo0a4u+v+TCIiImLysNSYMWOYMWMGs2bNYv/+/Tz99NNERkYycuRIwD6kNGTIkPT1R44cydGjRxkzZgz79+9n1qxZzJw5k2effdasLoiIiEghY+oVigcMGMDZs2eZNGkS0dHR1KlTh1WrVhEaGgpAdHR0hmvehIWFsWrVKp5++mmmTp1K+fLl+eCDD+jXr59ZXRAREZFCxtTr3JghX69zIyIiIvnCIa5zIyIiIpIfVNyIiIiIU1FxIyIiIk5FxY2IiIg4FRU3IiIi4lRU3IiIiIhTUXEjIiIiTkXFjYiIiDgVFTciIiLiVEy9/YIZ0i7IHBcXZ3ISERERyam0z+2c3FihyBU38fHxAISEhJicRERERHIrPj6egICA665T5O4tZbPZOHHiBH5+flgsljx97ri4OEJCQoiKinLK+1Y5e//A+fuo/jk+Z++j+uf48quPhmEQHx9P+fLlcXG5/qyaInfkxsXFheDg4Hx9DX9/f6d904Lz9w+cv4/qn+Nz9j6qf44vP/p4oyM2aTShWERERJyKihsRERFxKipu8pCnpycTJkzA09PT7Cj5wtn7B87fR/XP8Tl7H9U/x1cY+ljkJhSLiIiIc9ORGxEREXEqKm5ERETEqai4EREREaei4kZEREScioqb65g2bRphYWF4eXkRHh7O5s2br7v+jz/+SHh4OF5eXlSuXJmPP/440zqLFy+mVq1aeHp6UqtWLZYuXZpf8XMkr/v42Wef0bJlS0qUKEGJEiVo3749v/76a3524bry42eY5uuvv8ZisdC7d+88Tp1z+dG/CxcuMGrUKIKCgvDy8qJmzZqsWrUqv7pwQ/nRxylTplC9enW8vb0JCQnh6aefJjExMb+6cF256V90dDSDBw+mevXquLi4MHr06CzXc+T9TE766Mj7mZz+DNM42n4mp/3L9/2MIVn6+uuvDXd3d+Ozzz4z9u3bZzz11FOGr6+vcfTo0SzXP3TokOHj42M89dRTxr59+4zPPvvMcHd3NxYtWpS+zpYtWwxXV1fj9ddfN/bv32+8/vrrhpubm7Ft27aC6lYG+dHHwYMHG1OnTjV27txp7N+/3xg2bJgREBBgHDt2rKC6lS4/+pfmyJEjRoUKFYyWLVsavXr1yueeZC0/+peUlGQ0atTI6Nq1q/HTTz8ZR44cMTZv3mzs2rWroLqVQX70ce7cuYanp6cxb9484/Dhw8aaNWuMoKAgY/To0QXVrXS57d/hw4eNJ5980vj888+N+vXrG0899VSmdRx9P5OTPjryfiYn/UvjiPuZnPSvIPYzKm6y0bhxY2PkyJEZ2mrUqGGMHTs2y/X/7//+z6hRo0aGtkceecS4884705f79+9vdO7cOcM6nTp1MgYOHJhHqXMnP/p4LavVavj5+Rmff/75rQfOpfzqn9VqNZo3b27MmDHDGDp0qGk7nfzo3/Tp043KlSsbycnJeR/4JuRHH0eNGmXcddddGdYZM2aM0aJFizxKnXO57d/VWrduneUHh6PvZ66WXR+v5Uj7matdr3+Oup+5Wnb9K4j9jIalspCcnMyOHTvo2LFjhvaOHTuyZcuWLLfZunVrpvU7derE9u3bSUlJue462T1nfsqvPl7r0qVLpKSkULJkybwJnkP52b9JkyZRpkwZhg8fnvfBcyi/+rd8+XKaNm3KqFGjCAwMpE6dOrz++uukpqbmT0euI7/62KJFC3bs2JE+jHHo0CFWrVpFt27d8qEX2buZ/uWEo+9nboYj7WdyylH3MzlREPuZInfjzJw4c+YMqampBAYGZmgPDAwkJiYmy21iYmKyXN9qtXLmzBmCgoKyXSe758xP+dXHa40dO5YKFSrQvn37vAufA/nVv59//pmZM2eya9eu/IqeI/nVv0OHDvHDDz9w7733smrVKv755x9GjRqF1Wpl/Pjx+dafrORXHwcOHMjp06dp0aIFhmFgtVp59NFHGTt2bL71JSs307+ccPT9zM1wpP1MTjjyfiYnCmI/o+LmOiwWS4ZlwzAytd1o/Wvbc/uc+S0/+pjmrbfeYv78+WzcuBEvL688SJt7edm/+Ph47rvvPj777DNKly6d92FvQl7//Gw2G2XLluXTTz/F1dWV8PBwTpw4wdtvv13gxU2avO7jxo0bee2115g2bRpNmjTh33//5amnniIoKIiXXnopj9PfWH7sExx9P5MbjrifuR5n2M/cSEHsZ1TcZKF06dK4urpmqkxPnTqVqYJNU65cuSzXd3Nzo1SpUtddJ7vnzE/51cc077zzDq+//jrr1q2jbt26eRs+B/Kjf3v37uXIkSP06NEj/f9tNhsAbm5u/PXXX1SpUiWPe5K1/Pr5BQUF4e7ujqura/o6NWvWJCYmhuTkZDw8PPK4J9nLrz6+9NJL3H///YwYMQKA22+/nYSEBB5++GFefPFFXFwKZrT+ZvqXE46+n8kNR9zP3MjBgwcdej+TEwWxn9Gcmyx4eHgQHh5OREREhvaIiAiaNWuW5TZNmzbNtP7atWtp1KgR7u7u110nu+fMT/nVR4C3336bV155he+//55GjRrlffgcyI/+1ahRgz179rBr1670R8+ePWnbti27du0iJCQk3/pzrfz6+TVv3px///03fWcK8PfffxMUFFSghQ3kXx8vXbqUqYBxdXXFsJ9gkYc9uL6b6V9OOPp+JqccdT9zI46+n8mJAtnP5NtUZQeXdvrbzJkzjX379hmjR482fH19jSNHjhiGYRhjx4417r///vT1005Bffrpp419+/YZM2fOzHQK6s8//2y4uroab7zxhrF//37jjTfeKBSnaOZlH998803Dw8PDWLRokREdHZ3+iI+Pd4r+XcvMsxjyo3+RkZFGsWLFjMcff9z466+/jJUrVxply5Y1Xn311QLvn2HkTx8nTJhg+Pn5GfPnzzcOHTpkrF271qhSpYrRv3//Qt8/wzCMnTt3Gjt37jTCw8ONwYMHGzt37jT27t2b/v+Ovp8xjBv30ZH3M4Zx4/5dy5H2M4Zx4/4VxH5Gxc11TJ061QgNDTU8PDyMhg0bGj/++GP6/w0dOtRo3bp1hvU3btxoNGjQwPDw8DAqVapkTJ8+PdNzfvPNN0b16tUNd3d3o0aNGsbixYvzuxvXldd9DA0NNYBMjwkTJhRAbzLLj5/h1czc6RhG/vRvy5YtRpMmTQxPT0+jcuXKxmuvvWZYrdb87kq28rqPKSkpxssvv2xUqVLF8PLyMkJCQozHHnvMOH/+fAH0JrPc9i+r36/Q0NAM6zj6fuZGfXT0/UxOfoZXc7T9TE76l9/7Gcv/goiIiIg4Bc25EREREaei4kZEREScioobERERcSoqbkRERMSpqLgRERERp6LiRkRERJyKihsRERFxKipuRERExKmouBGRQueBBx7AYrFgsVhwd3cnMDCQDh06MGvWrAz3oxERyYqKGxEplDp37kx0dDRHjhxh9erVtG3blqeeeoru3btjtVqz3CYlJaWAU4pIYaTiRkQKJU9PT8qVK0eFChVo2LAhL7zwAt9++y2rV69mzpw5AFgsFj7++GN69eqFr68vr776KqmpqQwfPpywsDC8vb2pXr0677//fobntlqtPPnkkxQvXpxSpUrx/PPPM3ToUHr37l3wHRWRPKfiRkQcxl133UW9evVYsmRJetuECRPo1asXe/bs4cEHH8RmsxEcHMzChQvZt28f48eP54UXXmDhwoXp27z55pvMmzeP2bNn8/PPPxMXF8eyZctM6JGI5Ac3swOIiORGjRo1+OOPP9KXBw8ezIMPPphhnYkTJ6Z/HRYWxpYtW1i4cCH9+/cH4MMPP2TcuHH06dMHgI8++ohVq1YVQHoRKQgqbkTEoRiGgcViSV9u1KhRpnU+/vhjZsyYwdGjR7l8+TLJycnUr18fgNjYWE6ePEnjxo3T13d1dSU8PFyTlUWchIalRMSh7N+/n7CwsPRlX1/fDP+/cOFCnn76aR588EHWrl3Lrl27GDZsGMnJyRnWu7pAAnvRJCLOQcWNiDiMH374gT179tCvX79s19m8eTPNmjXjscceo0GDBlStWpWDBw+m/39AQACBgYH8+uuv6W2pqans3LkzX7OLSMHRsJSIFEpJSUnExMSQmprKyZMn+f7775k8eTLdu3dnyJAh2W5XtWpVvvjiC9asWUNYWBhffvklv/32W4ajPU888QSTJ0+matWq1KhRgw8//JDz589nOpojIo5JxY2IFErff/89QUFBuLm5UaJECerVq8cHH3zA0KFDcXHJ/qDzyJEj2bVrFwMGDMBisTBo0CAee+wxVq9enb7O888/T0xMDEOGDMHV1ZWHH36YTp064erqWhBdE5F8ZjE00CwiRZzNZqNmzZr079+fV155xew4InKLdORGRIqco0ePsnbtWlq3bk1SUhIfffQRhw8fZvDgwWZHE5E8oAnFIlLkuLi4MGfOHO644w6aN2/Onj17WLduHTVr1jQ7mojkAQ1LiYiIiFPRkRsRERFxKipuRERExKmouBERERGnouJGREREnIqKGxEREXEqKm5ERETEqai4EREREaei4kZEREScioobERERcSr/DwrjrcAHl5HLAAAAAElFTkSuQmCC",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -1250,9 +1245,10 @@
     }
    ],
    "source": [
-    "plt.scatter(Drag, Lift)\n",
+    "plt.scatter(Drag, Lift, c='blue')\n",
+    "plt.errorbar(Drag, Lift, dfa, dfw)\n",
     "plt.plot(Drag, Lift)\n",
-    "plt.plot([0,Drag[7]], (0, Lift[7]), c= \"darkorange\")\n",
+    "plt.plot([0,Drag[7]], (0, Lift[7]), c= \"darkorange\", linestyle='dashed')\n",
     "plt.xlabel('Drag')\n",
     "plt.ylabel(\"Lift\")\n",
     "plt.title(\"Polardiagramm Fw gegen Fa mit Gerade zu Emax\")\n",
@@ -1266,7 +1262,9 @@
    "source": [
     "**D I S K U S S I O N**\n",
     "\n",
-    "*Fügen Sie eine abschließende Diskussion und Bewertung Ihrer Lösung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "Anhand des obigen Graphen wird die Gleitzahl E maximal bei $r_{max} = (20 \\pm 0.5)°$ und beträgt dort $E_{max} = 4.64 \\pm 0.67$. Im Polardiagramm sollte die Verbindungslinie vom Ursprung zum Punkt $r_{max} = (F_w|_{\\alpha = 20°}, F_A|_{\\alpha = 20°})$ tangential an dem Graphen anliegen, also keinen anderen Punkt im Polardiagramm schneiden. Hier ist die Steigung $\\frac{F_w}{F_A} \\equiv E$ maximal.\n",
+    "\n",
+    "Im Polardiagramm ist der Pohlstrahl als orange gestichelte Linie zu sehen. Sie schneidet zwar keinen anderen Punkt im Polardiagramm aber dadurch, dass das Polardiagramm keine schöne Kurve ist liegt sie nicht wirklich tangential an dem Graphen. Das Aussehen des Polardiagrams liegt vermutlich daran, dass die Tragfläche zu groß ist um den Luftstrom als gleichförmig anzunehmen. In Aufgabe 2.1 wurde bestimmt, dass der Luftstrom nur im Abstand $d = 5 - 15\\,\\mathrm{cm}$ und im Radius von $r = 0 - 1\\,\\mathrm{cm}$ als gleichförmig genähert werden kann. Dazu kommt die Ungenauigkeit beim Ablesen von $F_A$ und $F_w$.\n",
     "\n",
     "---"
    ]
@@ -1292,9 +1290,40 @@
    "source": [
     "**V E R S U C H S B E S C H R E I B U N G**\n",
     "\n",
-    "*Fügen Sie Ihre Versuchsbeschreibung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "In diesem Versuch wird das Druckprofil einer Tragfläche untersucht. Dazu wird ein neues Tragflächenmodell in den Luftstrom gesetzt. Dieses besitzt neun Bohrungen entlang seiner Oberfläche welche mit Löchern an der Seite des Modells verbunden sind.Hierüber kann der Druck, welcher and der jeweiligen Stelle auf die Tragfläche wirkt, abgegriffen werden und mit dem selben Verfahren wie aus Aufgabe 1.1 und 2 ausgewertet werden.\n",
     "\n",
-    "---"
+    "Es folgt ein Diagramm der Bohrungen:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 127,
+   "id": "49025394",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "display(Image(filename='figures/wing_profile.png'))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "17750613",
+   "metadata": {},
+   "source": [
+    "\n",
+    "Die Tragfläche ist auf einem Standfuß montiert und kann entlang der Achse rechtwinklig zum Luftstrom gekippt werden. Für diesen Versuch wird für die Winkel $\\alpha = -20°, 0°$ und $20°$ jeweils ein Druckprofil für die Tragfläche erstellt. Wie zuvor wird ein Schlauch des Manometers seitlichen Löcher gesteckt, während der andere den Außendruck abgreift. Dabei muss darauf geachtet werden, dass der höhere Druck am rechten Schlauch des Manometers anliegt.\n",
+    "Für jeden Punkt wird notiert ob ein Unter- oder Überdruck gemessen wird da mit dem Manometer nur der Betrag des Drucks gemessen werden kann."
    ]
   },
   {
@@ -1304,57 +1333,57 @@
    "source": [
     "**L Ö S U N G**\n",
     "\n",
-    "*Fügen Sie numerische Berechnungen zur Lösung dieser Aufgabe hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument. Um Code-Fragmente und Skripte in [Python](https://www.python.org/), sowie ggf. bildliche Darstellungen direkt ins [Jupyter notebook](https://jupyter.org/) einzubinden verwandeln Sie diese Zelle in eine Code-Zelle. Fügen Sie ggf. weitere Code-Zellen zu.* \n",
+    "Ergebnisse der Messreihe:\n",
     "\n",
-    "---"
+    "$\\\\\n",
+    "\\\n",
+    "\\begin{array}{|c||c|c|c|c|c|c|c|c|c|}\n",
+    "\\hline\n",
+    "\\textbf{Winkel und Loch} & \\textbf{1} & \\textbf{2} & \\textbf{3} & \\textbf{4} & \\textbf{5} & \\textbf{6} & \\textbf{7} & \\textbf{8} & \\textbf{9} \\\\ \\hline\\hline\n",
+    "\\textbf{-20º} & 55 & 10 & -10 & -9 & -2 & -50 & -45 & -9 & 0 \\\\ \\hline\n",
+    "\\textbf{0º} & 91 & -32 & -29 & -9 & -1 & -11 & -5 & 0 & 0 \\\\ \\hline\n",
+    "\\textbf{20º} & 37 & -45 & -22 & -5 & -1 & 21 & 17 & 8 & 3 \\\\ \\hline\n",
+    "\\end{array}\n",
+    "\\\n",
+    "\\\\$\n",
+    "\n",
+    "Hier wurde bereits der Offset von $5\\,\\mathrm{Pa}$ abgezogen sowie die Vorzeichen angepasst je nachdem, ob ein Ãœber- oder Unterdruck gemessen wurde.\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 87,
+   "execution_count": 128,
    "id": "9aebbc00",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "   Loch nummer  20   0  -20\n",
-      "0            1  37  91   55\n",
-      "1            2 -45 -32   10\n",
-      "2            3 -22 -29  -10\n",
-      "3            4  -5  -9   -9\n",
-      "4            5  -1  -1   -2\n",
-      "5            6  21 -11  -50\n",
-      "6            7  17  -5  -45\n",
-      "7            8   8   0   -9\n",
-      "8            9   3   0    0\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "offset42 = 5\n",
     "\n",
     "df42 = pd.read_csv('Aufgabe 4/4.2.csv')\n",
     "# print(df42)\n",
     "\n",
-    "df42_new = pd.read_csv('Aufgabe 4/4.2 new.csv')\n",
-    "print(df42_new)\n",
+    "df42_new = pd.read_csv('Aufgabe 4/4.2 new.csv')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d78b96f6",
+   "metadata": {},
+   "source": [
+    "Im folgenden Schritt wird die Position der Löcher im im Diagramm festgelegt, sowie die Position der Beschriftungen. Die Richtung und Betrag der Pfeile werden anhand der Daten fesgelegt und anschlißend and die Position der Löcher gelegt.\n",
     "\n",
-    "p20 = df42_new['20']\n",
-    "p0 = df42_new['0']\n",
-    "pneg20 = df42_new['-20']"
+    "Das Druckprofil wird für alle drei Winkel dargestellt."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 91,
+   "execution_count": 129,
    "id": "b7f446b7",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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       "text/plain": [
        "<Figure size 1500x1000 with 1 Axes>"
       ]
@@ -1364,7 +1393,7 @@
     },
     {
      "data": {
-      "image/png": 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",
       "text/plain": [
        "<Figure size 1500x1000 with 1 Axes>"
       ]
@@ -1374,7 +1403,7 @@
     },
     {
      "data": {
-      "image/png": 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",
       "text/plain": [
        "<Figure size 1500x1000 with 1 Axes>"
       ]
@@ -1451,6 +1480,7 @@
     "       plt.arrow(pos[0], pos[1], pos[2], pos[3], color=\"black\", length_includes_head=True, width=2, head_width=20., head_length=20.)\n",
     "       texstring = r'$p^{({' + str(i+1) + r'})}=(' + str(df42_new[deg][i]) + r'\\pm' + str(3) + r')\\,\\mathrm{Pa}$'\n",
     "       plt.text(pos_text[i][0],pos_text[i][1], texstring, fontsize=12)\n",
+    "       plt.axis('off')\n",
     "   \n",
     "   plt.title(f\"Druckdiagramm beim Flügel mit {deg}° Neigung\")\n",
     "   plt.show()"
@@ -1463,31 +1493,10 @@
    "source": [
     "**D I S K U S S I O N**\n",
     "\n",
-    "*Fügen Sie eine abschließende Diskussion und Bewertung Ihrer Lösung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "An den Flügelprofilen erkennt man welche Position zu welcher Bewegung führt. Bei $\\alpha = -20º$ lässt sich ein hoher Unterdruck an der Unterseite des Flügels erkennen welches den Flügel nach unden zieht. Sowohl bei $\\alpha = 0º$ als auch bei $\\alpha = 20º$ sieht man einen höheren Unterdruck and der Oberseite des Flügels was Lift erzeugt. Bei $\\alpha = 20º$ wirk zusätzlich noch ein Überdruck von unten, was qualitativ das Ergebniss der 4.1 bestätigt. Also, dass der Auftrieb bei 20° Neigung am Größten ist.\n",
     "\n",
     "---"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "f32d0de1-eef2-41cb-aeb0-3bdb30213988",
-   "metadata": {
-    "jp-MarkdownHeadingCollapsed": true
-   },
-   "source": [
-    "# Beurteilung"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "af348773-3ad3-4a87-a1db-0ccc611f883d",
-   "metadata": {},
-   "source": [
-    " * Nach Abschluss des Versuchs haben Sie die Möglichkeit diesen Versuch individuell zu beurteilen.\n",
-    " * **Folgen Sie zur Beurteilung dieses Versuchs diesem [Link](https://www.empirio.de/s/tYVstb2b5V)**.\n",
-    " * Beachten Sie, dass jede:r Studierende nur einmal pro Versuch eine Beurteilung abgeben kann.\n",
-    " * Wir empfehlen die Beurteilung nach der Besprechung Ihrer Versuchsauswertung mit Ihrem:r Tutor:in auszufüllen.  "
-   ]
   }
  ],
  "metadata": {