IM 8.5.5 Lesson: More Graphs of Functions

Which graph doesn’t belong?
[img]data:image/png;base64,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[/img]
The graph shows the temperature between noon and midnight in one day in a certain city.
[img]data:image/png;base64,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[/img][br][br][br]Was it warmer at 3:00 p.m. or 9:00 p.m.?
Approximately when was the temperature highest?
Find another time that the temperature was the same as it was at 4:00 p.m.
Did the temperature change more between 1:00 p.m. and 3:00 p.m. or between 3:00 p.m. and 5:00 p.m.?
Does this graph show that temperature is a function of time, or time is a function of temperature?
When the input for the function is 8, what is the output?
What does that tell you about the time and temperature?
The graph shows the amount of garbage produced in the US each year between 1991 and 2013.
[img]data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAeYAAAEQCAYAAABlWNfLAAAgAElEQVR4AeydCZwVxbX/1cRsZvUlJiYxmqgxiUk0RuMGMYILKiqCu2wibojKIiqigigiqICgooAoIPu+7/u+7/vuvkQwyYu+l/fev/6f7yFnpqenb92aQW7PnXv687nT93ZX93T/urq+dU6dqjrM2WIKmAKmgClgCpgCFUaBwyrKlXz++efugw8+cBs2bHCbNm1yn3zyifuf//kf97//+7/ub3/7m9uzZ4/bsWNHic/777/v/vnPf7r/+7//c5999pns27x5s3v33Xfdv/71r4y3tn//frdz5075P/zPaFr+J9u2bNkiaT799NMS5+H/vfXWW279+vXu7bfflv9fIoH9MAVMAVPAFDAFDkKBCgFmoLp06VL3/PPPuzZt2rhWrVq5du3aueXLlwv4tm/f7p555hn3xBNPyOfxxx93TZs2lTQA8q9//asbNWqUe+yxx9yDDz7o2rZt6yZNmiTA/X//7/8VyQPAge6wYcNc69atiz6LFi1y//mf/1n0v5577jn30EMPyad79+4CeoC9b98+N3/+fPfII4/Ih/81ZswYqTgU/RP7YgqYAqaAKWAKHIQCFQLMWKX9+/d3QHDlypVuwYIF7v7773fNmzcXy/nDDz90q1atcosXL3ZAdPr06QLNevXqieXKMTVq1HC9evWSY1977TVXs2ZNsXgBqi7/9V//5SZMmODq1Knj+vbtK+fr0KGDu/POO8VCfuedd6QC0KhRIzdv3jw3ZcoUqQD06dPH/eMf/3Dr1q1z9957r3vyySfd6tWr3cCBA91tt90m/1P/h61NAVPAFDAFTIGDUaBCgDl+A1i5I0eOdA0bNnTvvfdeid24nQFogwYN3NChQ93u3bvd6NGj3Q033OBwUbPgCm/cuLFsx/XMwjn//ve/u4cfflgsaqxfQM3x/J/Jkye7NWvWuEsvvdRNnTpVXOO406kEXHnllWJp83/0mrC+cWUDaaxvW0wBU8AUMAVMgS9CgQoHZgAKTF9//XXXrFmzItjqzQJLrNkbb7xR2noBKxYt7m3Ay0J79EsvveS6dOnitI2Ytmpc3li8b7zxhriu2QbMcX337t1bzoulTfsyljbXgaWu2/r16ydudv4P18mxWPr33HOP++///m/Zptdpa1PAFDAFTAFToDwKVCgwAzvamxcuXOjuuusuN2jQIAGe3hhWKu3NuLgBL9AliOuFF15wXbt2FdiSFosaYGIdA2MWDerivFi+BJtxPuD71FNPOVzatEtfccUVcjzQxqLeuHGju+qqq9zcuXPl/9COzbFagaBtG+uca+F8mZbPPvvcbdiw0a1Yucqt5LPKPkkaoM+yZcvdkqVL3bLly02nLPlk6dJlbvGSpW7FipWWrzxaoc/SZcskX4lWnrRJ+bLQti1essSRt1asXGnvoCevLF+x0q1dt044AxO+qKVCgZkALKKqH330UdepUycJuoreKO28M2fOFFASvY1bGzDTNk3gGMezAGas4jiYaasGzLjJqQAAUo5p3759CTDjolYwE1yGxQyY+T8Ep3EsD4Fjhw8fLu3M2cBMZPmoUWOkAF23fr1bv2GDfRI0WLduvYB55KjRbumy5aZRgkbRvLNgwUI3bvwEt2btWrd+veWpqDbR76vXrHFTp013M2fOdqtXr7F8lSVfjRgxys2ZO9etJV9lSVvI+8lXM2bOcjt37vIaZlGOhXyvMGDGCt26datEOxORTZeneA1EIdyiRQuxZrlBIIqLmShq4Meya9cu9+yzz4oVDTA5D6DFDY57HLc1kMeKxqLmWALGsNSBMDAG+qQhWpzAsm3btkmwV8uWLcU65pycj4CzJk2alIoAj4vPtY0bN0Gu0WdZx48rtN88p3379ruFCxe7ff+OGSg0Dcpyv++++56j1v7f//pXqfelLOep7Gnxfm3evMVt27ZdPF6V/X4P9v7mzZvv9uzZK+XawZ6rMh9Pvlqzdp3bURnBDKiomRFIRVsxwIvDi98zZsxwREwThU0BzgJYCdYi0vrjjz+W4zgXbdDjxo0TqxbxAD8WLi5rujthPbMNC520nAO3de3ateU4XNwfffSRfMeVzXcCxPj/9GPmemjfxoLGws+2GJizKXRgv4E5TCdNZWBWJfxrA7Nfn/heA3NckeTfqYIZCAEyLMnZs2dL2y/BWXQXIhCLdl+gF4dp8q2U3oolTFBW1apVXceOHSWYi+5M9BHGUsU6pf9x586dpX0ZyKk1TdAVwVq33HKLuK5pPwbwABaX9t69e+WcbCPtsmXLJIKbgK+JEye6u+++W7pmAVnAPmLECFerVi03ePBgcYcT7U2/Z0DNACe0R9evX1/ao+lbzXe6TmVbDMzZFDqw38AcppOmMjCrEv61gdmvT3yvgTmuSPLvVMBM9DHuZSD8wAMPuLp16wq0gN61114r8KMrERYnLmJgBgyjI2kl307JrRzzyiuviOUJfHFDM8gHbmKsXyAMNDn/rFmzSlQA2Af06PtMFDYWLMfilsZVDTRxfRO5TcUB1zaVC6BKINfTTz8tFQ6sZ0Smexbt0wxmArz5jlUOMKh80JeZ9mzc7bRNcz1sz7YYmLMpdGC/gTlMJ01lYFYl/GsDs1+f+F4Dc1yR5N85BzOgwkIGyH/+858FyMCMATpod2VULuCnFirRzJdddpkAje5KZVkAOXADmtEP2xTyrBFBf8fPD3TpmwzAtTsTabhWIEu7sy6cg65OWOFYwlFLH9Bz77iuOR9WdnQBHLQ9A3D+D/APWQzMISo5qQBZG3OYVqQyMIdpZWAO00lTGZhVCf8652AGWlisWMK06QKrTAuwAjzjx4+X9tuXX345U9Kcb8dNjtXtu/5cXJSBOUxls5jDdNJUBmZVwr82MPv1ie81MMcVSf6dczBjVWK9AhS+a5tu8uU5sTrpRkR6jqsoC9eOVZvt+g/19RqYwxQ2MIfppKkMzKqEf21g9usT32tgjiuS/DvnYOYygBkfCkuil3EH49oFdMzsxJCYDEf56quvFrXD6jHJt1G4Ww3MYc/ewBymk6YyMKsS/rWB2a9PfK+BOa5I8u9UwMylUFDSltqjRw/34osvyuAaQIZALNqViVomIrpnz57SXpt8+bbVwByWBwzMYTppKgOzKuFfG5j9+sT3GpjjiiT/Tg3MWMgEOt1+++0CY4KlCO66+eabxVomuIr+wvT1pf+xLckKGJiTdYlvNTDHFfH/NjD79dG9BmZVImxtYA7TKTUw84/pC0x/XYK7iGZmTuJq1arJBA9EKDMrE2AmXTTCOezWCiOVgTnsORuYw3TSVAZmVcK/NjD79YnvNTDHFUn+nRqYaU+mC1LTpk1dt27dpIsUkdp0oyJyGzc3g3bQVYrhMdMOskqWL/2tBuawZ2BgDtNJUxmYVQn/2sDs1ye+18AcVyT5d2pgxgKmqxETP9x0002uXr167uqrr3Zz5syR7Qy+wYAdDDKCNW1LsgIG5mRd4lsNzHFF/L8NzH59dK+BWZUIWxuYw3RKDcxcHlYw40MThc1gHUyPCKzZTteoJUuWyEAjdJeyJVkBA3OyLvGtBua4Iv7fBma/PrrXwKxKhK0NzGE6pQpmLhEI0ycY+BIAxqhc+uE3F2hu7MwP08CcWZvoHgNzVI3s3w3M2TUihYE5TCdNZWBWJfzr1MGMhcwIWkOGDJFxrRndSz9MmUhktlnMmR+igTmzNtE9BuaoGtm/G5iza0QKA3OYTprKwKxK+NepgVktZSKymbji4osvljmLmbdYP0y52Lx5c+vH7HmGBmaPOJFdBuaIGAFfDcwBIhmYw0SKpDIwR8TwfE0NzERlM5lDy5Yt3W233SZdpui7HP0wljbTM8YnfPDcT8HtMjCHPXIDc5hOmsrArEr412Yx+/WJ7zUwxxVJ/p0amIEt0zIyuheR2YDalrIrYGAO08zAHKaTpjIwqxL+tYHZr098r4E5rkjy79TATMAX42Lfd999bsSIETJEZ/Il2lafAgZmnzrF+wzMxVqEfDMwh6hkbcxhKhWnMjAXa+H7lhqYaWPmn/fr18+1adNGXNYWfe17VMn7DMzJusS3Gpjjivh/G5j9+uhes5hVibC1gTlMp9TAzAAjdIsiArt69eoyFCdtzS1atHCtWrWSz6OPPir76TZlS7ICBuZkXeJbDcxxRfy/Dcx+fXSvgVmVCFsbmMN0ShXMALdPnz7SzlyrVi2JzmYUMCay4NOoUSPXtm1bAXjY7RReKgNz2DM3MIfppKkMzKqEf21g9usT32tgjiuS/Ds1MHM5WM2Mic3wm4yb/dFHH7kPP/xQ1vxmO+CxCSySHx5bDcyZtYnuMTBH1cj+3cCcXSNSGJjDdNJUBmZVwr9OFcxcGu3KfCg4GUgEIGNJA2Nrc/Y/PPYamLNrRAoDc5hOmsrArEr41wZmvz7xvQbmuCLJv1MHM9M7Llq0yN1///3utNNOc7/97W9lXbduXZnEguhtA3Tyw2OrgTmzNtE9BuaoGtm/G5iza0QKA3OYTprKwKxK+NepgRnY0nd57ty57s4775TZpTp06OC6d+/uOnXq5O655x533XXXFU1s4b+Nwt1rYA579gbmMJ00lYFZlfCvDcx+feJ7DcxxRZJ/pwZmCkqgQnDXXXfdJd2lsI5ZcGmvWbPGdenSxTVs2NCmfUx+drLVwOwRJ7LLwBwRI+CrgTlAJLOYw0SKpDIwR8TwfE0NzDryV4MGDdywYcNKDTACcBies0aNGu7tt982d3aGh2hgziBMbLOBOSZIlp8G5iwC/Xu3WcxhOmkqA7Mq4V+nDmYs4kxgZj7mSy+9VIbutHbm5AdpYE7WJb7VwBxXxP/bwOzXR/camFWJsLWBOUyn1MBMQUlXqSeeeMLdcccdbsOGDeLC1i5UTGDRsWNH2ffpp5+G3U0BpjIwhz10A3OYTprKwKxK+NflBTPlHE12TNJD2YdXsBAm6zEw+/OT7k0NzBr8NW/ePGljZkARIN21a1f3zDPPuLvvvtvdeOONbsaMGRL5qBds65IKGJhL6pHpl4E5kzLJ2w3MybrEt5YHzJR9jNHAfPOXX365q1KlimvSpImbP3++BMSGeAcBOyMnYtzkE9ANzPEclPw7NTDr5dBdavHixTIE5xlnnOF++ctfutNPP901bdrULV++PDij6vkKbW1gDnviBuYwnTSVgVmV8K/LA2ZAikFyyimnuCOPPNIddthh7jvf+Y4EuuIdJK9mWoA2x+/evdsNHDhQRk5ctWqVANp3XKbz5Xq7gTlM8dTBrAOJkOH4roOLcPm6LexWCjOVgTnsuRuYw3TSVAZmVcK/Lg+YmYce7+A3vvENd/jhhwuYjzjiCAH19u3b3eeff57xnwLlzZs3u/POO88dddRR7stf/rIYM9OmTRM4ZzywguwwMIc9iNTATEFJ7fCll15yZCqt7akbh8xJ+8sDDzwg6cJup/BSGZjDnrmBOUwnTWVgViX86/KAmbJt8ODB7sc//rH70pe+JGD++te/7i666CIZkli7jSb95/3790uZ+cMf/tABc8AOoAmS3bt3b4XvvWJgTnqqpbelBmYGF6Gd5bHHHpOobH5HF2qVCxcudFdeeaV76623KnyGi157Lr8bmMPUNjCH6aSpDMyqhH9dHjDjGSTYi1n0fv3rX7uf//zn7vzzz3dDhgyReBr2Z1oAMwMw/cd//IcAHTc4UOf4Xbt2ZTqswmw3MIc9ilTAjLt63bp1btCgQTKjVPPmzQXOI0aMcPp54403ZJ7ma6+91gFptaTDbqtwUhmYw561gTlMJ01lYFYl/OvygJkz4pJ+7733BMbMsMeYDRgq2RbKTgJif//737tvfetbAuXjjjtOYM0kQBV9MTCHPaFUwPz++++7AQMGSDsJQQ/f+973HK6ZH/3oR0Wfn/3sZzJH88SJE71tLmG3WXlTGZjDnq2BOUwnTVVIYKbSj8cOWJJPymIElBfMqnNZ11jTRGL37NnTXXzxxe7ss88WryOQ97nAy/p/DlX6fAMzeYE8wcfnyfii9UoFzNwg7SwffPCBDMnZq1cvaR955513ZDCRd999V2aZop9fWV+UL1qgin4+A3PYEyIf7du33y1cuNjt278/7KACTlVIYAbIW7ZskaYzms3KArhcg5ksCSy4RspQykiuIZfQOJjXIt/AjM603ZMv8FbkakkFzJq5qKVS08NVzXetmRiMwx+/gTlMKwNzmE6aqhDADOCwPp999ln3xz/+UaKbzzzzTDdu3Dj3ySefqBTe9f79n7o5c+a6WbNmyTzy5DNbMiuQL2AmbwBk4gD+8Ic/SNNBs2bNpAmWfYd6SQ3Mh/rGCuX8BuawJ21gDtNJUxUCmDEGmCwHKH/lK1+RCGeipK+44gq3adOmrC5tPHw9evSQ8fz//Oc/i0uZrkxlsbhV70JZ5wuY8UQwAMxJJ50kkfNEvxNFz8RKjL1xqD0UOQcztY1c1DgKJaMbmMOetIE5TCdNVQhgxoVNtyUKX6Kb9XPiiSe6BQsWeMspCmaiqJk/XvsiEyndrl07mw1PM1HCOl/ATPQ7g1x985vfLHq+9DsnGJkgu0PtGck5mKmJ4D5SQHODBuqEHBy4ycAcJpSBOUwnTVUIYMayZUx+IpwZqIN+wVjMF154oVu7dq1KkbimfZeunt///veLgA7YGWJzx44dicdUlI14Cij4KYupnBxq6y963/kCZsrV9u3bS7c07S9OoDI9iIB2pQIzGWLKlCnit6drAJkDlxFR2gbnaPYN/25gDtPKwBymk6YqBDBT5jDe9HPPPSfu7GOPPdb96U9/cvQE4b3yLeSnbt26iXtTLW3gfsMNN0gfZd+xae4DxIzJ/dBDD7l69eqJu5Y+1YcaNHrP+QJmKisbN250N910k/vud7/rvv3tb0ulixkPc6FVTi1mMgX9k++77z6BMSN/4bOfMGFCTm5WM0dlWhuYw56mgTlMJ01VCGDmXimAMQzoR0z/4BUrVshIg9kKX6BO+zSuTdoejz76aJmMYurUqTmN3tXnFbpetGiRu+yyy6RbKsChW+qLL74oPWRCz3Ew6fIFzNwjHoWtW7e6SZMmyYexN7CWc7HkFMxqMTNr1MsvvyyDiTCrVJs2bRwZevr06SU+c+bMcQzQDtBtSVbAwJysS3yrgTmuiP93oYDZr4J/LwX3+vXrXdu27cQCnT17dtAgIf6zHtq9tIGfcMIJJdzvWPl4LnOx5BOYc6FHpv+RUzBzEYx//fTTT8sMUnSOp8ZGAEXVqlXdBRdcUOJTo0YNmf6RKLjyLtSIATsuK/qhUTmIus21PyBtRnwQJNrmwndeQI7lPNFj49fEuTkH/4vzRtPyneM5D2lIG134P/xvjo1fQzRd/LuBOa5I8m8Dc7IumbYamDMpU3I77+rmzVvctm3+ySdKHpXer0cffdQdf/zxRQFNtJ/WqVNHKhi5uKpcg5lyl/IWS5cucJTl2bwhudAh2/8gX61Zu87t2LmrBI+yHZdt/2GZEiAU4hAggYvgzjvvlEFGsJbpCxj9zJ07Vyzmg+l+wA3yv0aPHi0fKgYKRa5lz549MrAA/4up2GhD4AECSj6AlDaZMWPGyDSUvmvhOM4xcuRIyehRS5//uXPnTjd+/HiZtINBVKILlQ8CUYYNG+ZwN+HmD1kMzCEqOXkZbYCRMK1IZWAO0yrfwMwUu3Ttoj2caHLG2aY58cMPPwy74YNMlWsw83xgypNPPinBejRZHIyhd5C3H3x4zsHMlQE8oIVAZBRghqUIsOOfbFaq706BG+NxX3fddY7O4ffcc4+rVauWdJHgxvl0797dXXPNNRII0ahRIwmRX716tVwfo71Qw8TdTrs4wRJPPfWU1MCAui5AF/gTUIFbiE7pRGe+/vrrUlPjOsgQXAcVkcaNG7u6deu6DRs2yP8B0rS903+SY2m3IiIw5GUxMOtT8K/NYvbrE99rYI4rkvybMiSfLGbKV+a5f/jhh93tt98uZeGhHs6TspKyHkDWq1dfIptppmRbtBxNUpj9MIDua5TFlI+TJ08WwwWO+Bb2U66eddZZEj1PHMCpp54qx8ObirykAuaoIIAFAAE2rFYCwWirYaaUgxVPMyGZAGuVYfcY5QdAExVOxgCAzz//vETgMRcqFjT/F5gyuxWwnDlzphyLtQvYsWyj1jD/Bwg3bNhQ0jLIwNChQ+U3abkX+sRRawPGy5Ytk/9JRsPFgpUOrJnAg7R4D6gIUKnIthiYsyl0YL+BOUwnTWVgViX863wDM3eDa/fjjz+W6HHKD/Ug+u+0/HvxOo4dO1Yi33/wgx84PlWqVJHod/TzLZSzlMNMifmTn/zEHXPMMXIepgpmxMhMi1YGbrvtNjlGI+e/+tWviuXMcNAVeUkdzEAZEGHRMsUjn6uvvtphveLWBVzZakYhAvOgyIC4mXlY1BI5N3AcOHCgVA6AMWlIy37gCjDZzoIbHKuY9ECdhWtjP/NGA33OSWbCCgbG6gKnvRyXOIKTBi9BzZo1ZWxw7hNLmo7r/G+iRHEvcc5s925glseQ9Y+BOatEJRIYmEvIkfFHPoI5480coh2UZ5Tv6j4HkkxcdO+990q3NMq8TAvlLGUuXdkUrkceeaSUl7t37850mJSjlI14OaNTZHLsgw8+KOV7xoMrwI7UwKygxELG7YuAb775pljMzDzFg6QthJF5qOEd7ELBTBtw165dpcZEbQurmQ7jwJkuA1i9WLRYwFiur7zyigSqKYTp78cUbR07diyqrQFygAqEGQmIY/lfao2/9NJL4gEAwpyTfdwPofdUQlgz9Fvr1q2lPRtdGICFc919992l3OZxHch8Y8aMk3vhYVIpsE9pDT777HP34YcfuTlz57kPP/rINMqSTxgnePGSpf8ORiytp+WxA5r8/e//cOvWrXebNm2W99Z0KZ1XduzY6Ro1uk0GcFG4MmVlgwYNpZvW559nLrc+/vivrnHj28XK1mOBKwFrGzdu8r7HlLPPPNNJRnZjyFWOO+aYH7p+/fpJeVmRnxX5auWq1Q7tshlncSb4fmcM/tKDABpgpPZCCD9wU7AgKC5lLNbatWsXQVCPLesa2OGeHj58uGvQoIFY6AASFwvgJ0q8c+fO4j6mMoBVDTCBOG3Q6lLHCqbSAMxxBbEQDEaN8I477hDrmGtHSACN67pt27YyKD6VD45nHxmC7gmAGZcMAxwwihD3z8KxBKvdeuutopHvwRDQNGjQEDd1KsFzc9zs2XPtk6DBrFmz3aRJU1zfvm/I2nTy55OxY8e7/v0HuhkzZ1l+SshPmn+mT5/phgwZ5oYPH+n4rtttXZy/Jk2a7Jo3byHzRzOyGkFnTPHbsuUDbsqUaV7NKNfat3/KHXfcz4rGrAbqDz/c2o0ePdZ7LM9gzJix7s4773bnnHuutDW3avWQGzFiZIUvK8lLo8eMc1u2bs0tmIETg8BjKQNCQB1dcA/T9grQqL373B3R45K+YynjRibYQUf14XzAGcsZyOJSx1WNNYylSqACc5526tSpyG1NMFjv3r2lIsE5WdRipt0al3TUYqbCgUuagQuwmKls8D9Jw+AE3BuBGJzzkUceKWEx077M9VIp8N37p5/+zY0aNcbt2bPXffTRxwJyKjz2KakB1vLOnbvclKnT3M5du02fLHkEC3D27Dnu/fc/cFgtlp+SNaDJa+nSZW7FilUSyW46ldbpwLu3UwKxMEbq1q0n8TTE9GCQ+TSjTNu79y0x0igP69evLxbv1q3bxNr2Hcs+/jdlI6N4rV+/we3evSfouGznPdT733vvfbdo8RK3ffuO3IJZLU3ae4mcA1bRBVgStEXwFRapD07R4+LfOQ/tuffff79Yx4A407lwIffv31/alYEp7mSAq23MZCTc3swfTVoWrFnajLH8X3jhBUmr96YBXAR7cR9EZmMVcz6iDGl3BtYAHVc4D5trIzCB4f44HpD7Fmtj9qlTvO9AJczmYy5WxP/N2pj9+uhe3ud8isrW6871mnISI2PEyFES/KplXeh1cCyVIIw0ys9s5WLoeStqOvJVTvsxqxA8KNphcRfjXqbbFG24iI9lirUMBIET8CnPwvmBO92dAB1tvJwfa5cHTWUA6GMtU3MDvB06dBCIE8GNlX3VVVeJ2xk3NFHj1PiIGgfGHMeH87z66qvurrvukv7LXD//l+5RnIOIcNzSpAHEuLFp5yDAjWsh6pDvWM9AGZC3bNlSrO1s921gzqbQgf0G5jCdNJWBWZXwrw3Mfn3ie3Pdjzn+//Pld2pgRiCsQ4bcxD3B6F/XX3+9wI31ueeeK65eIBZ3c4eKSyDXLbfc4k477TSJ4sMq5UMXKVzVRPVhsWs7N2DF5QyAtZ2b9mSGEG3RooVUIDSSkDFUscKJnOb6gDrWNf2YcUsT3k/bMeCmhofVzhi1BLU1adJEIs+pjODSp7KA27x69eru8ccfl/9HOiCebTEwZ1PowH4Dc5hOmsrArEr41wZmvz7xvQbmuCLJv1MFM5eEtYl7gm5FhMUDSjqR08aKNQv0Mrmek2+peCtWLS5j+h8zFrd+sGKxarl5grxwWRMZTV87rgUo8z+BJmAF4rjb6daFhYu1j1ua6xw3blxRWqxqZs/q27evWNXqcgEKWO9UFLgv/h8VDs7P/8H1jWuHEb+IDOecnIvt2RYDczaFDuw3MIfppKkMzKqEf21g9usT32tgjiuS/Dt1MHNZAAiIEQyGlQiQARkAPJgFqAN+zhX9sE2Bz3cATttz0v/kGmhP5vqI4tZKArPQ0KbMterCfXAOzqfR2bqP4xCb83C+OHQBB+cH/Kz5HbIYmENUsiE5w1QqTpWPYOYd00/xnRzabwbmsulrYA7Tq0KAOexSK1YqgMwHqzfNxcAcpr5ZzGE6aap8AjOVXDxd9LggeJPATWI1qHwf6sXAXDaFDcxhehmYw3SqsKkMzGGPxsAcppOmykRHhysAACAASURBVBcw49GiGYiR837605/KpAy//OUvJaiUd0M9XHpfX/TawFw2RQ3MYXoZmMN0qrCpDMxhj8bAHKaTpsoXMNO7AkuZMZQZ8pHRoZgx6cwzz5RJ7uNNRnp/X9TawFw2JQ3MYXoZmMN0qrCpDMxhj8bAHKaTpso1mHk+xGbQZZDpYAmOJB4j20K8BiP6ffe73y0a8pGJCn7zm9/IID6HuqnJwJztCZXcb2AuqUemX6mBGRcTLyOjbdFtiZotbUJEQROhTVcjIphxU5HOlmQFDMzJusS3Gpjjivh/5xrMdBnknf/DH/7gTjnlFOk6yNj5WMQ+dzQFGF0u//jHP7pvfvObAmem92MsZXo2HOqyo9DATNOBBtSWxxthYPa/d7o3NTDzgIlgfvnll2UgDR42td9Ro0bJS8mY1QzmQfch9tmSrICBOVmX+FYDc1wR/+9cghnwMj3q7373OxlHGXc0Vu8555wjQV0+uHIs5QhWMyPp/elPf5LxEBgjIBflRiGBmUoSU9pSJlNuMzASAzNRlocuBuYwpVIDMy4maslM/sA0irxE9C1mlC76M/NiMT8xU0DShciWZAUMzMm6xLcamOOK+H/nEsx4yiZPnuyOO+64oqn9mOjg17/+tVu7dm2proWZrpxygi6XVPBztRQKmKkA0cyAsaTTN/J88GrQNTR0MTCHKZUamPnHgJhRvxhQg/YlBthg9CsyAL/pK8yQmHSFKEutLOzWK0cqA3PYczQwh+mkqXIJZgr91atXixtbp/Zjmr4LLrhAygifxazXy5oyQj/R7Yfye6GAGcOJYY1//OMfF3k1eEaMZsjYE6Hls4E5LDemBmZqyUwwwfCUDNSBhYylzDCX9A+m1gugmYGJMbR5eW0prYCBubQmSVsMzEmqlN7Ge8bY7swj3qJlS5kfnUpyKBxLnzFsC7EkWF+4rxlCF8uMIDCAUJHf/UIBM1bxU0895X74wx8WeTWwnKtWrWpgDsviZUqVGpipYfHSMR8y41nr+NEMm8l2RuJifGnGnqZgsCVZAQNzsi7xrQbmuCKlf1NZBpCMGX/iiSfKnLkEYzEH+aFuTuL5EIVNW/PMmTOlqxN5u6IvhQJm8gZzxzOHAd3RjjzySOk3zrS4lM+hlSezmMNydGpg5vJ4mLizaWNu3bq11M51nGrATHCBznEcdjuFl8rAHPbMDczZdaJCDBhp66WNF7cy7sqzzjpLek9kP0PhpSgUMPNkqbTRU4bAXCpsWNDMwhcKZc5hYA57R3IOZh5iWT9ht1KYqQzMYc/dwJxdJ6KbGazj2GOPLeGuPOmkk2QCluxnKLwUhQTmL+LpGpjDVMwpmHFf79ixQ2Zrov0o24fZnKjBlyXqL+y2K08qA3PYszQwZ9eJwoAxBU499VRxVWI1H3XUUTKXONHOtpRWwMBcWhPfFgOzT53ifTkHMwFd9erVkwEAGATg0ksvlQCCKlWqSNcothH4gbukWrVq4i5htiVbkhUwMCfrEt9qYI4rUvo3FWf6qhL3cc0117jzzjvf3XfffdJlyd7B0nqxxcCcrEumrQbmTMqU3J5TMOPCJsKavonLli2TNmSiP6+//nrXvn17CfpgO3Mo9+zZU4LC+vTpIwMIlLxs+6UKGJhVCf/awOzXJ7oXOK9cucqNGjVa3lcCf0IX3nG0ZpyC0C40oeeuiOkMzGV7KgbmML1yCuboJfHyEs3Xpk0b17t3b4nEju6nK9WcOXMEzgSC2ZKsgIE5WZf4VgNzXBH/7/L0YwbEdHOku9WSJUsksBPIV2ZAG5j9+Si+18AcVyT5d2pgpkZNRHaDBg1kgBFq2tGFQBQGGKEfc1k6sEfPUQjfDcxhT9nAHKaTpioPmOnu1KVLF+lqxbjVv/3tbyWKN5cjcen152ptYC6b0gbmML1SAzMDoDNhRaNGjWTw+nhfZYJNJkyY4C666CIZiCQO7rDbq/ypDMxhz9jAHKaTpioPmHlfTz/9dOlipeNdM3LfmjVr9LSVbm1gLtsjNTCH6ZUamHFvEVDSv39/CTTBpU3QCd01GCP7mWeecTfddJN7+umnJSAl7HYKL5WBOeyZG5jDdNJU5QEz8SK/+MUvirpaAWcmlZg9e7aettKtDcxle6QG5jC9UgMzl4cVvGvXLhmSk3Fx+WAhE5H9l7/8xTVr1kyG56RQtSVZAQNzsi7xrQbmuCL+3+UB85QpU2T6RWaGoqsVI0QR3b1u3Tr/P8vjvQbmsj08A3OYXqmCWS+R9maitalZMxczawJIDMiqUOa1gTmzNtE9BuaoGtm/lwfMtCUzHSDzKdPGzBzJI0eOrNQeLwNz9rwUTWFgjqqR+XuFADOWM10yuBiGBWRNQWrtypkfnO4xMKsS/rWB2a9PfG95wEzzFEGbVLKZt5fJaGiusqjsuLqF+9vAHPbsUwUz4CXICyv5wQcfdI0bN5ZgMALC+DCxRceOHSt1jTvsMWVOZWDOrE10j4E5qkb27+UBs56V97pQKtYUoJs3b3Hbtm23EQo1A3jWBmaPOJFdqYGZWjRDbeLqqlWrlrRFEex14403Fn0aNmzo2rZtawOMRB5Y/KuBOa5I8m8Dc7IumbYeDJgznbMybjcwl+2pGpjD9EoNzLiuGUTkjjvukHmYmaWE2UuiH6aao92qMrvCwh5T5lQG5szaRPcYmKNqZP9uYM6uESkMzGE6aSoDsyrhX6cGZv7x3r17ZdxsXNnWnux/UJn2GpgzKVNyu4G5pB7ZfhmYsyl0YL+BOUwnTWVgViX869TAjMWMddyyZUvpv0xkti1lV8DAHKaZgTlMJ01lYFYl/GsDs1+f+F4Dc1yR5N+pgRn3NBHYTLx9zz33yChfTAnJMJ1EdfJ59913Bd4UqrYkK2BgTtYlvtXAHFfE/9vA7NdH9xqYVYmwtYE5TKfUwIzrmn8+YMAAme6RwUVuv/12aW9+5JFHHJ927dpJv0ibjznzwzQwZ9YmusfAHFUj+3cDc3aNSGFgDtNJUxmYVQn/OjUwU1DS5/GNN96QEb7oGhX/4Obu1q2bRWV7nqGB2SNOZJeBOSJGwFcDc4BIBuYwkSKpDMwRMTxfUwMz14TVjDXM1HBAOv5hO/stMCzzEzQwZ9YmusfAHFUj+3cDc3aNSGEWc5hOmsrArEr416mCmUsDugD5gw8+KGpbtjZm/0OL7jUwR9XI/L2QwMy9ki8Yu/qFF15wkyZNcu+9916Zuh0amDPnpegeA3NUjezfDczZNSJFqmAmAGzjxo2uZ8+e7v7773d33323u+uuu2RN/+b77rvP2pizPEcDcxaB/r27kMC8b98+eW8Yq/r44493v/vd79xjjz3mGBcAHUIWA3OISmYxh6lUnMrAXKyF71tqYAbKjKNLG/I555zj6tSp426++WaZJo4gsEsvvVS+DxkyxNqYPU/QwOwRJ7KrUMDMe7V161b3q1/9yjHLE1MvfvnLX3YnnHCCW716dfCwkQbmSObxfDWL2SNOwi4Dc4IoCZtSAzP9lukOxfjYffv2lQHv582bJ1Yybjemg+zTp4974oknDMwJD043GZhVCf+6UMD8r3/9yy1fvlxA/JWvfKVobuRjjjnGLVy4MHjceQOzPz/pXgOzKhG2NjCH6ZQqmJnAgvGwGfkL9xs1eqxl2pg//fRTKWCuu+46GbrTAsCSH6iBOVmX+NZCATPvCWMB0P3wG9/4hoD5a1/7mjvjjDPc9u3bXehAPgbmeA5K/m1gTtYl01YDcyZlSm5PDcyM/EWbF7NKvfrqqwJfpoq74YYbpN35o48+cgsWLHCXXXaZDN1pYC754PSXgVmV8K8LBcyoQDDl/Pnz3a233urOO+88x+QwY8eOLdMUjAZmf37SvQZmVSJsbWAO0yk1MANa/vmoUaPcSy+95Pbv3y9TQBLw1axZM9erVy/Xpk0bATXWtC3JChiYk3WJby0kMPNu4dLevXu3VHJZM8peWSq3BuZ4Dkr+bWBO1iXTVgNzJmVKbk8NzHoZWM2Al4KTfssTJkxw1apVcyeeeKKrWrWqmzhxYnDAip6zkNYG5rCnXUhgDlPEn8rA7NdH9xqYVYmwtYE5TKfUwUwtXmvyrHFxAxvan2lnpkC1JbMCBubM2kT3GJijamT/bmDOrhEpDMxhOmkqA7Mq4V+nCma6djBxBVHYuN4oPJlxigEROnTo4OgqZfMx+x+ggdmvj+41MKsSYWsDc5hOBuYwnTSVgVmV8K9TAzMFJdB95ZVXpD2ZoTf5DYxr167t6tatK3M1ExhGf+fyLtpf+sMPP3QElMWH+KRCQPs2+3GrY7FHLfgDBfo+CU4jqEb3JV0PYnIu/g/XzP/WhePY9vHHH4vrPh4dy//l/hkBjTW/QxYDc4hKTip9+/btdwsXLnb79u8PO6iAUxmYwx6+gTlMJ01lYFYl/OvUwAwQ33//feke9eabb0r78t69ewXGBH/Rp5nAsGuuuUaA6b+N5L3Aj64js2fPlgCzLl26iDXO/wV8tGmvW7fODRs2zLGvR48ebu7cueJKB8jsJ1J86NChsp81gTRR4PKfgS7Q3rBhg+vfv7+kHT58uNwf98kHIM+aNUv+B8FuixYtkvNzLgJzOO/IkSNd165dpV/3li1bxE2WfGfFWw3MxVr4vpnF7FOn9D4Dc2lNkrYYmJNUybzNwJxZm+ie1MDMP1YQ05WDADAGQKhevbpbuXKlwHHVqlXuqquuKnd3KSxgxgpmRDGg++yzzwroO3fuLO3XDGJClxKmmHz55Zfdk08+6S688ELpVw1ogSPH0reaY5s3b+5uu+02udYonAHvihUr3I033ihDivK/6H/N+agE4J4H/pdcconjf7dv315GOqPCgA47d+6UbVdeeWWJ4UnZnm0xMGdT6MB+A3OYTprKwKxK+NcGZr8+8b0G5rgiyb9TAzMww+XbtGlT6ce8Zs0a16pVK9eiRQuBGe5cRjCqUaOGWL0+F3LyrR1wXxJAxgfrF4hhnQNXXMZYzWwDwuxnYBPG6mZcYaA4bdo0ByypQOj1ANyZM2cWRYpzXRzbqVMnGe8by5cKAZUL+o9igWN1M+TooEGD5J45HxZ1/fr1BdrTp0+X76TjWhg/vHXr1lIZyHRvut3ArEr41wZmvz7xvQbmuCLJvw3Mybpk2mpgzqRMye2pgRmg0d6LJVmzZk13+eWXC4SBFNuBNgDElf1F9GPm/+Haxh195513ChCjUvA/GRkJCxq3NtYybmmsZODHAqw7duwo7eKAmgXLmesjHVY327XS8dBDD7mBAwe6xYsXuyuuuMLhAeAaSLNkyRLZtmfPHgE2k3hwHq4Ttzdt72wDKL7FwOxTp3ifgblYi5BvBuYQlSwqO0yl4lQG5mItfN9SAzMXBYSwMAHg448/LlakBk0BnGXLlsk22mAPdgGW27Ztc48++qi04+o5gSRW7RtvvCGWMkOE0lbMRAC0BePCxoplwaJ+/fXXXdu2bYvavbG6CRxjZiysYM4LrLGicWU/99xzYnkDZixlAEElYP369WKNL126VNzXDKbCsWjC/+NczLDFd7ZlWvAGjBgx2m3dus299dbb7u2337FPggZ7977lNm3a7MaPnyhr08mfT1avXuOmTpvudu/e8+/pWP3pC1VPmsPmzZ/vFi1a7Hbu3GXvXsK7F80bY8eOd8uWLXe795CvLE9l0mDXrt2OSsy27dtLxTRlYkHI9sNCEgEcIAXEkj5AmpqDD0wh/wco47rGCsVVDXhZOC9twMCTKHDc5kyqgUt506ZNMvMVbdRcGwt9qwcMGOBatmxZZHEDZs4NREePHi33A5i5dsDcrl07N378ePEIMGkHYOaecFfjJp8xY4Z7/vnnpVLAdhaO5VyNGjWSCkC0PVsSRP4QBT5kyDA3cdJkN236DDd9hn2SNAAyY8aOc31f7+fGjhtvOmXJJyNGjHJvvNHfTZ4y1fKVR6tJk6e4QYOHuEGDhji+J+U921ZcJvV5ra8bNmyEmzJ1qmmVJV+NHj1WDC5f+R9BQdDXrGAGirh1aYsdN26cgAgYRT8AjTF/SVfehf8DOJnBCmsYd3KSe5ibx31O2y7t3kSF9+7dW+CqFjMR3rir6WOt7nXOhev53nvvFbc1UGUbFj9t1S+++KKbM2eOQJg+24Acy5jrYBzwtWvXirX+8MMPSwWA6+XYfv36ictdrehM92+u7EzKlNzOM7HuUiU18f0yV7ZPneJ9VKY3b97itm3bLpXy4j32LUkBc2UnqVJ6G/lqzdp1bsfOXbm1mCkocSM/88wzEoldpUoVp5+zzjrL/frXv3ZM9E7XKbVYS19+9i3AlHZs2o7pGuUDHZAD4ASHETFNJaFBgwbSN5n/hCUNtGk31mtSkBLZ/fTTTwuwqUjgtsb6ZuYsZs2iDZ3uUngIgDrfmXOawVX4P0R+U4GggoBlzblot+b8vsXA7FOneJ+BuViLkG8G5hCVrI05TKXiVAbmYi1831IDM8ABYMCSIC8ioPXDyF9YmkQ1d+vWTQDuu4lM+wBdz549JYCMgUpozwWSBHmxj/YhrFlc27iumc2KwDCsV9q+seYJPgPsfCeqGvczEeS4wLH06XsMbOnyVa9ePfmNNYxljYVOWtqmAS0ucCLN+Z+AHMsbsJIGCNOmjYsbUOMapx93tsXAnE2hA/sNzGE6aSoDsyrhX5vF7NcnvtfAHFck+XdqYE6+nOKtWJJEaNPOSjtqeRbA+8ADD7hatWpJ2/I999zj+BBoRdsulQK6ZwFFXNgEcAFmIA1sCerq06ePa9KkiaRhP8BFNADKuemXTKHP9VIJAKhMZXnLLbe4ESNGFHXVIsqb/4PLm/PhCSAYjfZv+jlPnjxZQM6xAJ2+0GzPthiYsyl0YH8+gplrxjNDPiTI72CadMJUKk5lYC7WwvfNwOxTp/Q+A3NpTZK2VFgw4+bGuiSaGXd0Npdu0s3RNkwXJwAc/QBE+hoDRaxnBjYhMhvLlWO0sZ3/iUBEUDNSF5HaHMNCdydgjhWuC4UnabG8qRRoWvYrvDkO65v27OiCi502aK6DigH3H7IYmENUyr8hOckv5FFmW6MiSbwDeYoYhVwsBuYwlQ3MYTppKgOzKuFfV1gwUyjh4mYkLtpcywNmjgGyFHLRD9v0fGynsOPDd92usvFb07DWBXc1Lm7AqEs0rcJd97FmW+j/iV9H9DzR7wbmqBqZv/Ps8in4i4BCmnGOPvpo9/Wvf919+9vflmaVkNHgMqsQvsfAHKaVgTlMJ01lYFYl/OvUwAykiGDGhUvbKoWQfug+hIuZ4CgG2YjCz387uduLRYt1HYV17v578X8yMBdr4fuWb2AmFoJ5yY844gh32GGHucMPP9z9/Oc/l651vvv8ovYZmMOUNDCH6aSpDMyqhH+dOpgZ2IN2XdqS9UMENR8GA6E7UdQl7L+dwttrYA575vkGZjwy559/vkAZMPP52c9+5p566qmwGz7IVAbmMAENzGE6aSoDsyrhX6cGZly1uHVxU9O2Sruvfmj3ZTAP7T/sv4XC3mtgDnv++QZm4ioY0vX73/++O+qoo9z3vvc9V7VqVYm7CLvjg0tlYA7Tz8AcppOmMjCrEv51amDWy9J2WSJOiYQmCIo1v9N2E+s1VuS1gTns6eQbmPESEQRI4BezktEnfurUqTmLzDYwh+UrA3OYTprKwKxK+NepgxkIE6nMKFnnnXeeO+WUU9zZZ58t3YmIlsaqtiWzAgbmzNpE9+QbmKmwAmci/QkEo8sg70poUGD03svz3cAcppqBOUwnTWVgViX869TArK5shr5k/GoGE2HqRLqFEARGu/O1114rVgIXaUuyAgbmZF3iW/MNzPHrz/VvA3OY4gbmMJ00lYFZlfCvUwMzBSVQIZiFQTno24t1gFXAwBrMLMVoWQxVyXZbkhUwMCfrEt9qYI4r4v9tYPbro3sNzKpE2NrAHKZTamCmDZnAL8aiZo7kuMsaGOPiZsYnAsFy5cILk63ipDIwhz2LNMFM3s23/GtgDstXBuYwnTSVgVmV8K9TBTNjSNMtiqEr4wNy0E8Yqxkwky7fCja/7F/cXgNzmJZpgpn/rX3e8yUfG5jD8pWBOUwnTWVgViX869TATGEFfIk6ZfxqhhtUOBP0wsQSjBddv379co+V7b/1yrHXwBz2HNMAM14hAhivv/5695vf/Mb95S9/kfHfQ4dbDbuzQ5PKwBymq4E5TCdNZWBWJfzr1MCM5YD7muAvBhYh+Iuxp5kGsm3bttLufMMNN1jwl//5STv9uHETZK0VmyyHFOTuXIOZ/M3EJuTh7373uzKCF0NrMvY747ZX9MXAHPaEDMxhOmkqA7Mq4V+nBma9LNqSmQYRq7l69eoyDOFFF10kQV/MAIXVkS/uP72nXK7NYg5TO9dgppLEjGJ/+MMfSozexbCa5OuKvhiYw56QgTlMJ01lYFYl/OvUwayXB4CZI5lRwJh5iQujcDMoq0LJ60ICM3kBwJJX8LaUJW/kGsxcGyPYnXXWWe5LX/pS0XjXv/rVr6Qimvw0K85WA3PYszAwh+mkqQzMqoR/XSHADICZdxbXH4FeRGvzHVAzy5S5aDM/xEICM0Amb8yaNUvmwybPhC5pgJm2ZLr8HX/88eLK/ta3viXNNfQyqOiLgTnsCRmYw3TSVAZmVcK/ThXMWBUbN26UwouZpJjikQAZ/Vx22WXi4s6HYBm/zIdub6GAmTzAkJQ0d2B1Yom2a9dOKnAh6uYazFwT/5OKxOzZsx2TtTCTGhVPXrqKvhiYw56QgTlMJ01lYFYl/OvUwIwVzLSPvXr1cjVr1nRNmzaVYTkZmlM/DD7y2muvSTr/bRTu3kIB8+7duyVI8Ktf/aq4hXEPn3baaW7w4MFBDz8NMOuF4XZn4Jyyut/1+DTWBuYw1Q3MYTppKgOzKuFfpwZmukThqiYim/mYzSr2P6hMewsFzEz/SQVOp0Bk/dOf/lSi+DNpE92eJpij15Ev3w3MYU/KwBymk6YyMKsS/nVqYKa9kKntAPP48eP9V2l7MypQKGBmStCbb75Z2moPP/xwx+fkk092ffr0yahNdIeBOapG9u8G5uwakcLAHKaTpjIwqxL+dWpgpqAEKvRZfvXVVyX4y3+ptjdJgUIBM80eM2fOdBdccIH70Y9+5H7/+99L3iGCP2QxMIeoVJzGwFyshe+bgdmnTul9BubSmiRtySmYCfYiGIZRvZi0giE3e/bsKZZQhw4dpH/n8uXL3apVq+TDQAy0LWJd25KsQKGAmbzD1Ie4tMeNGyddjmgKod02ZDEwh6hUnMbAXKyF75uB2adO6X0G5tKaJG3JKZgJ+AK89erVc3Xq1JHPxRdf7P70pz+5c845R0ZFql27dtE+XJetWrWy4K+kJ/fvbYUCZo8EQbsMzEEyFSUyMBdJ4f1iYPbKU2qngbmUJIkbcg7mrVu3isUzbNgwmVWKqNohQ4Y4fkc/zDg1atQosYw+++yzxIu3jS4vh+QEknhB+GAJ52IxMJdNZQNzmF4G5jCdNJWBWZXwr3MKZi4Fqxn3I1HZdCHBtc0gIvyOfrgwIrX37t0r/UH9t1G4e/PNYub5v//++27x4sXSlMEgIbmAs4G5bO+IgTlMLwNzmE6aysCsSvjXOQezXg4FJeNkd+3a1U2cOLEUfLGSsa7vuusut2/fvpwU3npt+bTOJzDzzBlsg25PJ510kgwU0rx5c4nOP9RwNjCXLVcbmMP0MjCH6aSpDMyqhH+dCpixjIEt4G3WrJkMMoIVRYStfhhnmJGSbD5m/wPMFzBjKRO8de+997qjjz5a+iMfccQRjkkd+vfvf0jjCMhvBIox7/ejjz4m3fM+/PBDv7AFvtfAHJYBDMxhOmkqA7Mq4V+nAmYmjcdyIhKbIRbr1q0rA0V07tzZ6YduVLfccovNx+x/fnnTxkzzBeOfV6tWzX3ta18rmtSB8aPvu+++QzbnNpY4EO7bt6/75S9/6Y499lh3xhlnuO7duzu8MofaUs/y+CrsbgNz2KMxMIfppKkMzKqEf50KmLGWmfru7rvvdieeeKI79dRTpX+qjpHNmNm4Ox988EHpHoPFY0uyAvliMR9wJe+Tsc91fuIvf/nL7ic/+YkbMGDAIbOYsdSXLl0q+UxneTryyCMFznTFC81bAFw/yU+icm01MIc9TwNzmE6aysCsSvjXqYCZwhJrBUuGsbCJvsaFTRCYfoA3lnU+jS/sl/rQ7M0XMHP3PPdFixa56667TlzYWLAPP/ywBAAeKsuVyO8pU6ZIBQDXOUN5sj7llFNkvuTQPvK8KLjiC2XoWANz2PtqYA7TSVMZmFUJ/zrnYCYSG/gCXgpq4EwQmK9gBs4c89e//tV/NwW4N5/AzOPheoktmDdvnluwYIFAmUx4qBbyGAPVnHnmmQ4LHTB/85vfdBdddJG0O5O3fAsW9Zo1a6RtnBnQqFRQkazsgDYw+3JF8T4Dc7EWId8MzCEqHRjqdc3adW7Hzl1f6LTHh2X69xTMY8aMkTbluXPnSrsjwy1SgEYXLBngvWPHDrF4GCGM4B1bSiqQb2AuefW5+fXxxx8LTAkkPP30090111wjfegpVH0VQtzvVAbpGXDMMceIpX3UUUfJrFaMWncoKxS5USbzfzEwZ9YmusfAHFUj+3cDc3aNSEG+yimY6bc6Z84cGd3rkksucS1atJBCk3mZ9+zZI59du3ZJ2zIDj9xzzz2uSpUqUjiuX78+7K4KKFWuwQzIsCJpemBuYQK6uIZ4xaoiPQKuGU8NlnO/fgPc5s2bg9qWqRzu3LlT2qM1YA03OFNP9ujRQzw9Fek+v8hrMTCHqWlgDtNJUxmYVQn/Oudg5nJwH2qkbK1atdxxxx3nvvGNb0jE7AknnOB+8IMfuG9/+9vS17V+/frSvYX2PVtKK5BrMANlZgVr0qSJWJ8E7HXr1k1cuz7rs/SV01pvewAAIABJREFU53aL9mNesHCR2xeYl7hXBripWrVqUSQ5YAbSvXv3lgpJbu8id//NwBymtYE5TCdNZWBWJfzrVMCsVhdty4z8hbuaMbTHjh0rLkYmKcBViAWNZUagGAWrLaUVyCWYeW5UqO688073wx/+UACFa5fIep4dTRIVdVEwL1y4OBjM3C8enmeffdb94he/cF/5ylfc97//fXfVVVeJt6Ay50kDc1hONjCH6aSpDMyqhH+dCpjjl4QbFLchhSBBNYA4W1BO/ByF+juXYOY5UVnCSv76179e1Bf5O9/5jnvppZcqtGu3PGAmT3EclUfiIl544QX3+uuviysc13hlXgzMYU/XwBymk6YyMKsS/nWFALP/Em2vT4Fcg/mdd95x1157rTQ1HH744RLpzPzIAwcOlO5tvmtNc195wazXjPVMxaQit6XrtX4RawNzmIoG5jCdNJWBWZXwrw3Mfn0q/N5cghkx8Gjgtia6maE1f/zjHzum7mQIVdpkK+pysGCuqPd1qK7LwBymrIE5TCdNZWBWJfxrA7Nfnwq/N9dgxnI8UBhtdsOHD5fAPLoUAb6KvBiYy/Z0DMxhehmYw3TSVAZmVcK/rhBgpm2ZrjcbNmyQNe13FKRcHG3PwMCWZAVyDWa9Cp4NI7Ml9UHXNBVpbWAu29MwMIfpZWAO00lTGZhVCf86VTADXLreDB06VLrf0HbJEI1EYgMcIrMHDRokwWD+2yjcvWmBOd8UNzCX7YkZmMP0MjCH6aSpDMyqhH+dGpjVJcrwhozIxGhMTAnIjFLAGjjPnDlTJrNgOE5bkhUwMCfrEt9qYI4r4v9tYPbro3sNzKpE2NrAHKZTamAmUIg+scwwxQAVwJgRwRo0aCDfCTJiViACi9h3MO5sjiWalnV5zqPHhRzrS+vbx+Niv15n2OM7MPb0uHETKvzoW6H3c6jSGZjLpqyBOUwvA3OYTprKwKxK+NepgZm2Y9qV69Wr50aPHu0YzzgKZizBxYsXy2QD9J0NgWLSrQI62kKZ4o/z0J4dPxe/uR7SxfdRoH/wwQdyLJZ7fH/0fyImaRnGkYpFtGsNx/G/GUmKfrGkjS7022Z0M6KbCaYK7cdtFnNUxczfDcyZtUnaY2BOUqX0NgNzaU18WwzMPnWK96UGZsAD6Jo1ayYTWjDj0OzZs8ViBqLbtm2TYQ+Zzae8rmxAyAxGbdq0ETf5HXfc4Vq1aiVt1xTULDqG8vPPP+8ef/zxoi4/QJXKApHH999/v+PYli1buokTJ5aaipK0uN5pD2dsb4arZOIDKhYERzFgCqObtW3bVjwE7Hv66acF4geAsU8qJRzXtGlTOZb/C9yzLQbmbAod2G9gDtNJUxmYVQn/2sDs1ye+18AcVyT5d2pgxoLknzOiUt26dV3r1q3dU0895apVq+Z69erlOnbs6K6++mr3xhtvlDv4CwuYiTAYUnHWrFlu2rRpAr5HHnmkyKJlYgPAXadOHVe7du0iSxaYMt0fbd9dunSR9u4XX3xRBteg4hC1aLkP5vy94YYbZHIDZs1q166dVAawgJnogXPceuutAnba1QE4o0hReSAaHeijwfz58+X+GfZy4cKFyU8tstXAHBHD89XA7BEnYZeBOUGUhE0G5gRRPJsMzB5xIrtSA7Neg1qaAPnkk0+WcZeZxJ4ZpRgCEbhGXcJ6XMia4wCoHk/hPHLkSAHk+++/L/two7/yyivutddeczfddFMRmLkuxuwGturCZgas2267rcS40FQwsGwfe+wxsYixsrHCsZAbNmzopk6dKjNlXX755W7y5MlSycBVTSUB6OP65v8AbUbV4lpxd7dv317O6XOdo4GBOSQnHBhac9++/a4sY2WHnblypjIwhz1XA3OYTprKwKxK+NepgxnwAE8mtMB6xbJduXKluJEB6Re1qIWOBX7fffcVucf5H4ASOEbBDByB9aOPPlrkUmYbVnPXrl2LxoXW4zmnWsBs435wjXMO3Ok1a9aUMZa5V9zbq1atkm247AcMGCAudgDPdXJsv379xLonSM4HZwNzWA7hmRiYw7QilYE5TCsDc5hOmsrArEr416mBmYISN+6kSZMc7ctYilwMLmQCsRRuixYtct27d5f224MJAuPczGCFxdu/f/+itmTkIehq/PjxJcBMABfR4ny4ThYsWiBKX2tgzgJosXppg8b6xlrmXoAvrvkOHTq4CRMmOCxmjue+uBasb2YpIuANNzcVAI4FwhzLuRo3biyQVotf/mHsD9c+ZMgwt3jxErdq1Wq3atUa+yRosHLlKrdgwUI3aPBQt2DBItMoQaNo3pk1a44bMWKUW758heUrj1bLli1348dPdJMmTXV8j2po30uXRQMHDnbTps1wy5evNK2y5KvJk6e6rVu3FXl8Y0V/uX4elu0ogLZv3z5x1+IGBmJPPPGEtNViBQLDtWvXSpsuXaiI3iZwi0hunwWZ9H8515YtWwR+zz33nJwjmi4TmHv06CHQjIIZi5s2ag1I4z602xdtxwpmjsEdTVs57c9XXHGF/F8F8/r168Vipk0ZKzwKZo4l+Aswo4UPzFjXFKCrV69xmzdvcVu2bLVPggabNm2WwmDU6LFuxYqVplGCRtG8s3DhIgHOho0bTSuPVuvXb3DTp890M2fOduvWbTCtPFqRvyir5s6b7zZu3GRaebQiX82cNdtt277dW/5HORbyPQjMtMcSBHXWWWdJt6hLLrlEArDovwyAmSzhvPPOcytWrBC4NW/eXGYxAm6hC9YnFjmAJMiL88aPTwIz6YAw1rFGR+/atcsBdixcgMjCuTS6vE+fPtImDqzZxrG9e/cWVzZgBsa4pmk3Z1QzBlbZvHmzWOEtWrSQc1Lp4FiOo4831rWvImKu7LCcwHMyV3aYVqQyV3aYVryfVIi3bdsulfKwowo3lbmyw549+WrN2nVux85duQUzgMIFDJiZy5dgKwKysJqJaMZaxuXMSGCAk31EWNN1CfCFLKQDfFiuQJ2BSgC1usr1HElgxlWNpcswoVwnljBR2jfffLNUGIA14rEdCxeLHxATgc2+TZs2iWuc4C91W+Oe5n+RBtc5UedY2/wfAsVwn3M+IrmxoPlkW8oLZqxwdKDpgP8Zqmm266mo+w3MZXsyBuYwvQzMYTppKgOzKuFfpwZm/jGgBMwMvQkosCSB10MPPSTBUYCZrlTADLc3bbUALBQiWLi4v//85z8L/AH7sGHDJCKaLk+6JIEZaAFX+lHTToxrmb7HwJS2bgLBsJzpisW90LWJ4DEscyx9+iPzAbLAl7bpG2+8UcYF79u3r6tfv75UPKgoEABGH2eGJCVyu1OnTq5Ro0aO9vVsS3nAjAXOcfQbxwOApY8173OZZ7uOir7fwFy2J2RgDtPLwBymk6YyMKsS/nVqYMZixkrGAgaYuIYBGAN90J/4zTffFMgBO6CMBQvwygJmLFOscSxZgAnw+PTs2VOsX5UGqxEw0X9aoQ+8sHxxo3NNDzzwgAyEQsQ41471TAWCqGuABugYUAR4k5b/R7s21iiQV4ufvsp8Bg4cKC5rgIHFjWVPoNmDDz4okKbtme3ZlvKAGVc5Wv7+9793xx57rDv++ONdrVq15BoqK5wNzNlyUsn9BuaSemT6ZWDOpEzydgNzsi7xramBGQBgLWJJEtiFuxmo4ToG1liMRC1feeWVbsaMGY5BOzp37izQUnjGbyb+G+ACf9qLox+28b91odAmLZWDaHsu3xGIY7GwqTgAZRbawblm2q91weIn8hpLnfbz6HVyvwCR83A+bbfWYwE4LnMsbNZcT8hSHjDTxxpPxRFHHOEOO+wwd/jhh7sTTjihTNqGXFtFSmNgLtvTMDCH6WVgDtNJUxmYVQn/OjUwc1mAj3ZV+gVfcMEFEujFd6xS3KyDBw8WVzHWHN2Nrr/+erdkyZIK4XLFGqb7VRTwfqkPzd7ygBnrnIFTADJg5vOTn/xEhhLVisehudr0zmpgLpv2BuYwvQzMYTppKgOzKuFfpwrm+KUB6ugHixMrlnZh3My041LA2lKsQHnAjIsft/lXv/pVsZq/9KUvud/+9rcSkFZZ9TUwF+eZkG8G5hCVnHjULCo7TCtSGZjDtKoQYMZti5s46m7mO25htgNn3MRcLOC2pViB8oCZNm8C72gHp4sa44QzAQcaV1Z9DczFeSbkm4E5RCUDc5hKxakMzMVa+L6lCmbaXVevXi1ttXRDwr2Ku5oPsCBymXbl0PZW341W1n3lATNaAGcqPUSe0yYeb1+vbHoZmMv2RA3MYXpRgJrFHKYVqQzMYVqlBmagjIVGlyOsNoK9+DCgCMFfdC2i3ZmoZ9LZkqxAecGcfLbKu9XAXLZna2AO08vAHKaTpjIwqxL+dWpgJsiItk5gzIQNdCeiixCTQbz77rsSFEaXKQbZiEcw+2+psPYamMOet4E5TCdNZWBWJfxrA7Nfn/heA3NckeTfqYEZVyrtyEx3SJ9aBvnArX377bcXdSciOhuXNi7Xytr2mfxYwrcamMO0MjCH6aSpDMyqhH9tYPbrE99rYI4rkvw7NTATcc3AIQzSwYAf9PulGw/ty6z5zXSJl156qYy0ZWBOfoAG5mRd4lsNzHFF/L8NzH59dK+BWZUIWxuYw3RKDcyAln/OtI/MYwxgcGEzmQNTMzJeNoNgMPgI1rQtyQoYmJN1iW81MMcV8f82MPv10b0GZlUibG1gDtMpNTDr5THUJm3IWNAM1jF9+nR3zTXXuLPPPltG/Zo2bZoMa6npbV1SAQNzST0y/TIwZ1ImebuBOVmX+FYDc1wR/28Ds18f3Zs6mLkQIrQBM+3OXBBubCaJwNVti18BA7NfH91rYFYlwtYG5jCdDMxhOmkqA7Mq4V+nDmZc2gR3EZGNS5tJJ+gixdjYjGlti18BA7NfH91rYFYlwtYG5jCdDMxhOmkqA7Mq4V+nCmagzLzLdIlisgqmVGSQEb5fdtllrnHjxjLrU2Udv9n/aML2GpjDdDIwh+mkqQzMqoR/bWD26xPfa2COK5L8OzUw475mWsOXX35Zpnns3r27TFCxbt06mbmpd+/erkGDBhK1bf2Ykx8eWw3MmbWJ7jEwR9XI/t3AnF0jUhiYw3TSVAZmVcK/Tg3MWMFMb8gAI7iumfYwutDOPGvWLHfxxRfLQCTWXSqqTvF3A3OxFr5vBmafOqX3GZhLa5K0xcCcpErmbQbmzNpE96QGZgK9mKSCAUXGjRtXagARhuFcsWKFTPfIQCQG5uhjK/5uYC7WwvfNwOxTp/Q+A3NpTZK2GJiTVMm8zcCcWZvontTArGNlP/PMM+6FF14o1VcZGE+YMEHAzQQLtiQrYGBO1iW+1cAcV8T/28Ds10f3GphVibC1gTlMp5yCGat3x44dMu/v8OHD3ZAhQyTw64orrnD33nuve/XVV93AgQMd7cutWrVybLdJLPwP0sDs10f3GphVibC1gTlMJwNzmE6aysCsSvjXOQUzVvKiRYscUzwSgc2nRo0aMqPUOeecI7NM1axZ01WvXl22MevU448/btM+ep6hgdkjTmSXgTkiRsBXA3OASBb8FSZSJJWBOSKG52tOwYzFzIxSy5Ytk3Gw6bs8Z84cN2/ePPnN2NjRz5IlS9yGDRucdZfK/AQNzJm1ie4xMEfVyP7dwJxdI1KYxRymk6YyMKsS/nVOwcylUEAyyhf/mLbj5cuXu927d8tvABz9kI70FviV+SEamDNrE91jYI6qkf27gTm7RqQwMIfppKkMzKqEf51zMOvlAGDmYL7//vvd6NGjBda6z9bhChiYw7QyMIfppKkMzKqEf21g9usT32tgjiuS/Ds1MGMNM4FF8+bNXbdu3cR6Tr5E2+pTwMDsU6d4n4G5WIuQbwbmEJXMYg5TqTiVgblYC9+31MBMIBiDigwdOtTdeuutEqn91ltvSRs0ljQfxtBmykcKVVuSFTAwJ+sS32pgjivi/21g9uuje81iViXC1gbmMJ1SBfNnn33mhg0b5ojEPvnkk2Vozrvuuss1adJEPszN3KVLFxm6M+x2Ci+VgTnsmRuYw3TSVAZmVcK/NjD79YnvNTDHFUn+nTqYsZibNWvm7r77bnfffffJd9zbfB566CHXtWtX6y6V/Oxkq4HZI05kl4E5IkbAVwNzgEgW/BUmUiSVgTkihudramAm0prCkjGx3333XcdIX/EP22mHJp0tyQoYmJN1iW81MMcV8f82MPv10b1mMasSYWsDc5hOqYFZL4/o7E8++cTRvky3qehn7969MiczgWK2JCtgYE7WJb7VwBxXxP/bwOzXR/camFWJsLWBOUynVMFMABhAHjBggKNtuW7dujIqWL169WTdsGFD9+STT5or2/MsDcwecSK7DMwRMQK+GpgDRDJXdphIkVQG5ogYnq+pgRkoE/zVqVMnV7VqVXfTTTcJmM8//3zXuHFjd+WVVzqG6Rw0aFCpKSE991NwuwzMYY/cwBymk6YyMKsS/rVZzH594nsNzHFFkn+nBmZc2MzHzLSPL774ogy9yWxSQHndunVuzZo1MpnFI4884v7+978nX71tdQbmsExgYA7TSVMZmFUJ/9rA7NcnvtfAHFck+XdqYGY+ZoK76MM8ZswYaWdeuXKlgJogMPovM1b29ddfL+3MNixn8gM0MCfrEt9qYI4r4v9tYPbro3sNzKpE2NrAHKZTamDWkb+Y3rFv374C5k2bNolLG2v5nXfekckt6ONMEJiBOfmBGpiTdYlvNTDHFfH/NjD79dG9BmZVImxtYA7TKTUwA1qs5tdff9099dRT0m2KQDAs6AceeEBg/eCDD8qczHSZsiVZAQNzsi7xrQbmuCL+3wZmvz6618CsSoStDcxhOqUGZi4PONN+/M9//lP6KrOeOnWqzNN85plnynrixIkyg0vY7RReKgNz2DM3MIfppKkMzKqEf21g9usT32tgjiuS/Ds1MANlCst//OMfYjlzefymbXnjxo3SvsxczEwNqWnMnV36IRqYS2uStMXAnKRK5m0G5szaRPcYmKNqZP9uYM6uESlSAzPdpf7zP//TjRs3TiD83nvvyQQWTGzBPgpSJrFgSshnnnnGde/e3S1evLgI4mG3V/lTGZjDnrGBOUwnTWVgViX8awOzX5/4XgNzXJHk36mBWYO/GA/78ccfd4899pi0LeO6Bja4uInKPuuss9yFF17oLrroIsfAI3v27LFAsMizNDBHxPB8NTB7xEnYZWBOECVhk4E5QRTPJgOzR5zIrtTBTLDXaaedJiN93Xbbba5KlSrSfYqhOYcPH+4uv/xy6S61du1a98QTT7iXXnpJrOnIPRT0VwNz2OM3MIfppKkMzKqEf21g9usT32tgjiuS/Ds1MBORjfuaGaWIzGb+Zazhl19+WSxoBhnp37+/AHvfvn2Sliki7733XmdjZxc/TANzsRa+bwZmnzql9xmYS2uStMXAnKRK5m0G5szaRPekCmb6KjPd48yZM8U9TZAX8G3ZsqVbvny569evnwzTSUAYcMbNjYVtYC5+hAbmYi183wzMPnVK7zMwl9YkaYuBOUmVzNsMzJm1ie5JDczAlSkfW7du7Xr27Om2b9/uGGCkY8eOMtpX79693aOPPuquvfZaScfwnaNGjZIhO8sDZiK6CSpLiuxmeFCEwIqPL6RnO/uz/V/OT1oNYIufCzjo/4lfB785P+OHs47vj59LfxuYVQn/2sDs1ye+18AcVyT5N+/z5s1b3LZt221M/2SJSmw1MJeQI+MP8tWatevcjp27hFsZE5Zxx2HZ0ivwmFnq6quvFsu4UaNG7txzz3VNmjRx1atXl8CvGjVquLlz54oF/fTTT8tsU9kAGf3f/B9uEosbC53vurCPIDMGNiHie9WqVdI9S8HImu5aW7dudQsXLpTKA5HkSdAkLdNXUrmYP3++uOWBLLDmA6xx3S9dutStWLFCrgdYcC7WXAcjnHEs5+A327MtBuZsCh3Yb2AO00lTGZhVCf/awOzXJ77XwBxXJPl3amDmcoASbmomr8ByJkJ7ypQp0k2K9mYgBrhPP/10d/LJJ7vatWu7zZs3J4Ix+facWLDr1693zZs3d9WqVXNbtmyRpMAScL722muuVq1a7rrrrpMP00/u2rVLoAjI27Vr5y677DKx4knz/PPPl7KsKfSBKiOVUZEgepwZs4YMGSKAxUXPvVxxxRVyHrwAN954o9uxY4dYx3QLe+ONN2Q2rQYNGkjAG9NdUpnIthiYsyl0YL+BOUwnTWVgViX8awOzX5/4XgNzXJHk36mCmUuiwAQuwImPunKxQPnOcJyrV68WS3Lnzp0lLN7kWyreCnwZd/v+++93jMkN2BXMWLDbtm0TQNKuzbkJOHv44Yddt27dHBNpLFq0yDFW94IFC8Ranjx5slj3WLxRtzfnIoCN9m8sXixs+mcDaNISYY4XoHPnzmINM1kH0eXMnIVFTrcwItKplJB29uzZrkWLFu7NN98svpkM3wzMGYSJbTYwxwTJ8tPAnEWgf+82MIfppKkMzKqEf506mP2Xd2CvuoOTXMi+4zlOu10BTKxUoMmCFYuLnHmgcWGz4D4eOHCgw2oGxnTXAphY9ZyLYxnHmzmiOZ6F7cAVax/wYuUCbcB+zz33uLFjxwqc6fY1b948cWlzPv73VVddJTNsjRgxwt15550yDSb3iMsbyxwLnPP7FgOzT53ifQbmYi1CvhmYQ1Q6MEKTtTGHaUUqA3OYVnkB5rBbyZyKMbixjm+55ZYSYAa+wBrLmLZjLHasVGCNG/rVV1+VCTYUwrRF9+rVy9HWDVxZsOw/+ugjgTBQ13G/gXz79u1djx49xALG8lbXNZ4A+mWzDYue2bWw1LX9mmOBPxUE0voqJJ9++jc3atQY9+5777lP/z0wC8fbp6QG+/d/6t5++x03ffpM9/Y775g+WfLI9u073Lz5C9wnn+xzf/tbSS0tbxXrgUdvxcqVbu3ade7jj/9q+SpLvpo6dbrbtGmzGDCWj4rzUVwL8tXSpcvc9h07shpnmclXek/W4K/Shxy6LcAtDmZqJLQLN2zYUALKCO7CusWKpS2Ytm1c2gwFCjBZmD8acGM164xXRHTTBxuLl3mlOS9WLv+TWbOA8/jx4+WcWMLsw6ImwIv/NWPGDLGOGfmMY1k4lnNhrWOB+6xmgDNk6HA3avQYN278BDd+/ET7JGgwdtx4N3z4SNer92tu+IiRplGCRtG8M3jwUNfntdfdmLHjLF95tBo9Zqzr1/9N13/AQMf3qIb2vXRZ9Gqv3m7goMGSr0yf0vqoJuSlESNGSbS/r/wXYJThT4UHM1YoUKVdGYDidsZqZVxu2orpM81gJ88++2yR2xr3NMFiQJQIbJaoxYxLGqjiNsXKZqSy5557zk2fPt1deeWVEv3NPtqksZipANC+jGVO1zCO5bo4Fov99ttvlxq4z2LW833++X8J2IG7fZI1+Ozzz0Vj9DeNkjVSXciLfCxf+XUiLxVrZflK80+m9T8tXwWVPVpGwagvcqnwYNabxRrG4iUSm4hvLFzadnEx404G2LTjstDXGigDUlwPLNRmcGszKMoLL7wgaRGTftcEnXEOIrJpY2ZNhuV8uNEvueQS6VYFhPk/WOFAGJc652ratKmAX/6R/TEFTAFTwBQwBQ5CgbwAMxCkTRhQ4qbGeqUvNa5nYE3AGH2sCQ7DWp41a5a75pprpM0YiAJypqjkHLQ9M4oZEde0RU+bNk2GEwXAtC3fcccd0t5MMBrTWTKACtuwvHGjYx0TjQ2UafOmexdudFtMAVPAFDAFTIEvQoEKBWbcAgCRdmC6RbEAZdzA9HGeNGmSgFLbmxmRDBc1x2D1Mj43Fizjejdu3FgsZM7Ttm1bcYNjIdNmzH7SMpLZDTfcINY37cq0E8+ZM0f6MBO5jVVO0Bmg59oA+SuvvCLHYI1jKXMevdYv4oHYOUwBU8AUMAUKW4EKBWYgi1WMRUrXJhbAzHa2derUSaxZujPhamYfC/uBNIFgAHXo0KECWfYzljdBYMwXredjUBTG96admuFD+Z+k5QOAsYS7du0qfZhxa+v/Yc3/IeCrQ4cOMnmHTW8pstofU8AUMAVMgS9IgQoFZsCnQVKsdWE7gVZYtAAbeCosScN3hTrtyLRH6/EM4UlgGG3Jumj7MefTblO6j7ZotnEegE3a6ML/4VpwbbP+ohv9o//LvpsCpoApYAoUngIVCsyHQn6dpjIO2EPxv+ycpoApYAqYAqbAwSpQ6cF8sALZ8aaAKWAKmAKmQC4VMDAfhNq4tfnEO5bjRsdCxyXOWt3q+q84Bnc8/SoZxCR6PG553OPa57IyuMq5JzTgXqJNEOjBvaNFklbaRIEW7Of4qFb85lj9JGmtmufDOppvuCfySVSv6H7uNapFVCvNV9FjSUteQ0c9dz5oknSN3BdacB9J9xPfn+0di+rMsaTXPMU6fnzSNVXUbdyPljeqFdpFF92flG9Ixzl410gXzXPs8+XJ6P/Ih++qlZY38fJEddD9SeWZnoN90UXfv2i+SjpejzEwqxJlXPMAiAYnuEwHMeEUbKcrFRNpEEBGIBpR25qhychM0DF48GAJLqO7Fu3mHMdCIcBkIEy2wSApdA2LFhxlvMwKkZwMjlYE7XEvuqAF7fwE4DEkKmsddY00ZGKi6Pv06SODyNBdTfuloxeDv3AMWtLHnAlJaLpQrfX/5MMaLejqxz2QbwhkpItf9AVnP0GMaEU6AhH1XtGVQXgIaqRLIFpFX3zy2MyZM6XXAloxHoAemw/6RK+R+2I0QAYKQgvuh66OaMiCFgRloiH76VVBPtOFfEXsCTrRHZL3kW0sFLroxLnJV0ycw8BDxJPko15owXvCMMR06yT/EG+jWrEmn6EVesQDa9GEMolyiDkI0CG68F7zDr744otS5tE9NR914p6ITaLLLXmBGQyUAAATS0lEQVQCrSibKct1QQfKe/bTK4eeQjrapKah8kNXXLroor2W65RrTH5EnuJD/iKd5js9XtcGZlUicE2mAw70nWbkMWam4gHpQoFBN6z69evLw2vTpo105WIgFM3gjK3N6GV0veIcXbp0kZeF81K4ck6mk2SCDLp90U2MAiMfF+BBJYXxz2+++eai+6BAYLpOBmyhLzgZnZnF6GNOX3UKAAoDdCTSngIWXRhqVYP70Jkuax07dpQAPwoHurTlY8EASBjbnUlWmFqUNX31KSi5Hyoc5Bm656EV+YaugWhI3iB/oS9d/BiilnzDNK3oyDMgr/EMKHwZmAfd6aefbwv5hkKPfIJeFJLNmjWT8QXQkIKO/eiEhuQRhswl3xDQSWFJ5YVtjPZHTw/G3KeQREcAThdKtOb8vINAjTyXb/mK62UoYZ43AbDkAbqact9UzNCK++Z+tbxhnAYqI1Tk0BqI815deOGFYkgAGBaAQ0WR2fUYtInRFzk3OrM93xbyBb1tyDfcL/mGqX25L94f9jMIFV15yRP06KFsooJH3mA/2jz++OMySBXvMPoqmHkOvH9MT8yxlPlaCUrSysCcpIpnG7V1Misji5EhgSxTRrLwELBUeOmnTp0qk2ZQYDKUKC85ljXfKVSoxQIR+k3zsJctWyZWAMODMuwnY4ZTk6dQAEg62pjn0irkLrqe8fKSYRlzXGuYAANL5LzzzpPMzctMIQGkqdVjAVE40j8dnQAQY6Tz4lCoYIXzgjCzGJUh9vNcKFz1ZaiQgmS4KJ4vXfOwSigIqJnTh557pEJHoQBsme2MeyUtLzr5iN/kK/Ik1g/aUTCgN0DnGVBocg4KD3Rm0BwKn3yEDfCksoe1xv1QgWMudgo68kD//v3lvcTbgjZY1BSyaIUFRKWGyg2eLGDO+0dlhmPRnklreC85P5VEJr+Jeh8yPMIKt5lny/3xvHlnuBcGZeL+KKe4LyCB8YA2pKGiQwWP43hHR44cKe8hECIv8q6xcG7yD5VpzsW5qQiiM2UZUM+nheulzMViJs/w3lDxpezFWOI37xD3zDtKeUVZxW+tEOLhpBst+jFdMNYzOvFBR9JjxJEevcjHmXQyMJcx91BIUohSAPLyUhgqmHkAOqkFBQaAABS8DMCaAhOQY7XQFYuHQs0UK4eaJi9QtWrVZPxvHirw4YVhrG4eKLWyfFvI7Nw3/dCvu+46yazcAxoCigsuuKDIXUShiFZYQMAErXDr6kJFhYoLrjO8C9Q+cTtS2HI+tM6U0fUc+bLmxWcgHLwF3BcFHvOCAw/yGdv4DXSo/J1//vlSGSRfkU+ADtrSLEKaa6+9VkCDPlSOcKUx8E60Vp8v2kSvk3eM/EUBilVCfsMbgBcFnVjYj5ZYysCaUQGxdDgWrQAKFUf2ASfeNypGvMMUnvmukepF2UV5UqtWLXkfqXiQL6jQKCQA76WXXiqA4p0CQpQ9WNRASMFMPgJUlGWaJ3l/2cb7Sf7M54W8oWU5FT/eo+uvv16GaObeyVsYFnhlKP8pq3kPyT9UdNBFwUyljooy7yvDRQN53lOeR6bFwJxJmYDtPJAomHmYTKpBIYqVx0sPQGgv5mXgwTVp0kQKDTI9D5M1FjQZH3jhMsJNTmFABqCgqVGjRl67s7kXCsIomPEe0P5epUoVKQC5VzIsU2tSOUELwIwu6Mh+ChVc11RkgDGWDq43LHIgTVsitXyeQz4vXD8FAS5W2v4o5OrWrSteFwo/XfAo8LKTXwAzBSz3z0Kt/5xzzpGKDpU+autoprAi75IXsZrQN18Xrh3vAd4BXPMUfOQJrB1dAAeDDLVu3VreQfIV+rKQr6jEAG6G5aVyjG68k+QrXI68t75CVP9PRV8DCtzUeJ2ALRDB08B7RTnFglaAGc8MRgML+Q/LWsFM/kSP2rVrF7m9ScezoFKE5UizQT4v3B/NHDQDoBPvFk1L5DUW3iMqcuQTtNKFSi9lVhTMlH+4x2EA2uNlwCjhHdX3UY/XtYFZlSjHOg5mTkENk4dJQYr4uMjI/MxaxT5cGhQiWH7sp2DFnQtsgBFQ4uEDbQXzxRdfLFaPuoHLcampHpIEZmqRZGwmDaFJAADhjr3oootc9erVZR9BEoyBjluIyg0vPZUUXhgKC0CMNUggFAUx2mEVaSGT6k2X85/zzKm0AF1gQkGJflT2yEvRQEN0o7DAc/OXv/xFKj8UvixY3H/84x8lj6EtUKISqAUBeQyXG4UDzyJfF/IQUMWFiBVChRgwAxFdqJAAWQUyzSO4J1nQm4JX2/MBCnkNa4l3lUKUPEp61VbPm09r8hBuWsoimtm4TwUzkNYKHfmN9w9rECuaJQnMpAc0WMfozgKweUcJnCKv5evCO4JGVPx5tyh3gS/5Cjc9C2nw4JFvKId0SQIzeQyNqSBjuJG/ePfIW1QkkxYDc5IqgduSwEyGxc1N2zDtNcCFApV2LawdCgkeMpYh0cZkbGpRtIthVVLAsp8XiRooD58aLA+UFyQflyQw8xKjFRmdDItWrIEwhShuRCxoXhDaA4EL0KUQxt1NZud4CgUKGUBErZ7MTuGcjwuA5J5xMRNnwEvLNp477cnUxLFwdQHefLCYzz33XClE0IRFLWYqLWiHp4FzU6DwAcy0M+ezxYyLGk8JVi1uWfIE+YYClG26ABvyFFphHdJWj2XMwjFUmPEeoAm/yVN8ABPgB+Tkzai3Qs+dD2veP+6be6ScQQ/KFjSj0oH3QOHKPiq4ACnEYqZizPvH+4wxAcywFtmWjwuVLyolAJdyBj14BymbKcNxa7PwDgFb3qFsFjPp0QaNMRqoXFPu0/zC/0haDMxJqgRuSwIzh/JyU5hqrZRCggKEB0wGZk3NCkjzcCkoaFOlECAwg+AnCljOwf8AzLxYHJePSxKY9T7QAy3ItETT0jSgtXDVigKCD90XqJFToPBiRBf+B5UgrExck/m28GypXGDp4R6jCYN7YmHNfQMW0nDvaAZsAAZ5gzwChMlznAst8cTQVorlh1ucc5I3OZYCGm8NBVFcy4quHW5GAmh4p6iMUXnVe8BSw5OABU068pBGcVMZRgPaCglYQgu0or0dLXj/4gsFM+8vlUPe13xbAAJlCHEbVH6pXGg5QuWNoC5AhG7AGn0AMxUX9RBQDkVd2WiA3uRTIr0JZEJLKn7ABj312HzSC2iSL3jXACb3xX1yb+Qh3iEqLOjHNtJgCKCvLrxbcVe27ouuOYZyn4pN0mJgTlIlcBviRtuYOYwHRqaktk1mBya40OjypKAhA7AfwNB1gQIWtxIZgbYIHiy/sQiATZ06dfLaNZQJzGiFFsCEl5oKCW5+XgIKVT5quRB0ghVJdDvpKXDQVz9YyehIEE8+FqAAgHvDPUihSF7AmuVeyU9EIeNZoeaOVsCYICasHY6lgKQ5hIIVaBFsQrMAacmnFDZUeNAGjw5BOgCHPJlPC3kGqxhLhUKRCi33D3DQivxEBQUPAe8Q98s7hMeBtmLyCzoCacCEztp1iu9oje6ar3Bh43YEXpw/nxagQhlCMwjPmooHeqAVFX/WeKgow9hHpQ94U95QNgFqlkxgxitIhYb8xTMgEBN4kUd5Tvm0cK9Yvlw/WlEGoRX5gDKIZ0+ewxvA+8X94r2jOxVa6ZIEZi3n0BtrmTXubMBMXEPSYmBOUiVwWxKY1U1BOzOuD6IeycBkbh4QD5HaJ8E4FBa8NBQY1MIAGO5LgqT40L+QtmlqaYAoX5dMYCbT015MFCM1d/SgSxRaAAwsIWCDFUxbMwUxLwxaUOhi+fAikcEBGu36QE0LlHzSi6CcU0891Z199tnSjo6LkQ/3RoGJVri4qbiQZ84880zp2w1EqMCQb8gvfOhmxbFEKQMaCmHiGbCEcNERs4C1k4+eBTwnVEKOPvpoCXjDU8C9ogsubLTiHcO7wD7yBPsJSEILYEUUNnmHdxMIseZdpvClbZl2WHRCZ75jgVMQ51u+Il9w/6effrqrWrWq3ItqBWDIO4Cbd4gPmnC/WIJUcHRJAjP70IuoZN493l+aU/DEALR8W9CCyupJJ50k7wmxLGjFu0SQKmUY7xN5Ap0IfOODhR0tm5PATJ6l0k2ZjpHG8WiGVtr0FNfLwBxXpAy/ybyAmIehCy8D1h0wxY1I7YoaFwUCsCEtICbKDzc2tXQeLPtIw0tAwULbK2n4rgWK/o98W3Nf3DeWTrQmzX1TU+c+sfwoVMmoasWRoQEtWmLl8cLzgkR1onZO8AWBLRyPfnp8PulELRprl8oIkNUP98Q9U1nh/rHguF/0IO9pJQYt8RqQb6j5A120RCs0R0sqNWgJhHgW0QIlX7QCjtw3Edi0DatOAEa14r7QivvkftGVig1asPDe8l6R78g/vK/kT87NPs6LhnzQDK+D6pwvOnGd3C9eAe4/rhX5jbKK+0I32teJVUBPyqvoe8p5ABe6kxd1QS90pjxDq2ie1DT5skYL3gnuAb00X5FP0AoNKIfJK9wrbc3sI79ovuJe0Y28hi6qITpxDvIjcOcd5f0knaaJ62RgjitykL+BAg+CDMw6Dgl+kwkoPDI9FE2Tj4VBWeTjPrnHTFqhD1qxP5r59X+oTpmO13SVZc39kqfIO+jB7+iieqJpkl5s49ikfBk9T2X4rlqRf5LeM7RAJ/Yn6YhOvne0Mmik95At32i6TGv0Va3iWmY6Jl+3k2+i72DofaALOmE4kOeS3s/ouQzMUTXsuylgCpgCpoApkLICBuaUH4D9e1PAFDAFTAFTIKqAgTmqhn03BUwBU8AUMAVSVsDAnPIDsH9vCpgCpoApYApEFTAwR9Ww76aAKWAKmAKmQMoKGJhTfgD2700BU8AUMAVMgagCBuaoGvbdFDAFTAFTwBRIWQEDc8oPwP69KWAKmAKmgCkQVcDAHFXDvpsCpoApYAqYAikrYGBO+QHYvzcFTAFTwBQwBaIKGJijath3U8AUEAUYdpBPfOhAHZKQ4QUZZlCHGmRYVIYbTBoOlGPYzv6kNOznfHz4n0lp7LGYAoWkgIG5kJ623aspEKgAk0IwUQSD9EcXJjhgwhEG8Ae2gJTvTLXI9IoM1B+fMYcJNNjOPL3McsXkLnpewM4UqMwWxqD+TCDAHLVMShI/T/Q67LspUJkVMDBX5qdr92YKlFMBZrBinuLhw4cXnQHLlhnRmL5O5zaeOHGiTJ3IVHZM/ce0gd26dZNpEjmQWZuY8o79TEHI9ILME92jRw+ZrQgrmZmNmEub45hjmmkYR44cWQTvoguwL6ZAgShgYC6QB223aQqURQGmKwWizJWt00di5TIxPPPUMp0gUyYy//MjjzwiFjEWdteuXV3NmjUd80tjDePiZoq8mTNnCtQBO/MmA3emIgTMVAIuueQSgTpzlwN95j9mFh5bTIFCVMDAXIhP3e7ZFMiiAJbugAEDHBPGMzctbmvmkGUy+ZYtW8o0f0888YRM+D5mzBiZC5r5oJk4HnA/+OCDRVNTMiXg/v37ZV5jgI4FjWW8aNGiIjCff/75rlevXmJhZ7k0220KVHoFDMyV/hHbDZoC5VMASxcX9GuvvSbAxL0MUEeNGiXWcNOmTd0ZZ5zhrr76anFT46quU6eObGvVqlXRvLXr1q0TSxug4x4/77zzXPXq1d28efOKwIzFPHr06PJdqB1lClQyBQzMleyB2u2YAl+UAu+//77r0KGDu/LKK8V13blzZwE1gVosgPmqq65y/fr1c1OnTpXPlClTZA2McVMT7MXx9957r7RXz5gxQ1zftWrVKgFmgM6xtpgCpoBzBmbLBaaAKZCoAO3DtA2fffbZbuzYsQJYrOd//vOfkv7hhx92tWvXljS4vvXDfo7lc+utt7pGjRpJJDbubNqrn3zySQF61GIm4GvatGmJ12EbTYFCU8DAXGhP3O7XFAhUgOCtvXv3CnyJmqbteP78+UVHT58+XWDdvn17t3nzZrGqCRojqIv2ZsBcr14916BBAwkUYxtdrTR628BcJKV9MQVKKGBgLiGH/TAFTIGoAvQxHjp0qDvppJPc/2/vjFEVBoIwfCDvEPAc6WNn6hRJK+IRFLyKQq6QE4Q0Ss4wj29BsXnvpTEQ8m21iYObfCsMszP/WJZl9H3//pgq7ev1mvLFeZ5HXdex3++jKIqka0ZehQSK/DFFY1VVJSkUc6qyyWFz3N22bXLe9/v9/d1OJLBmAjrmNe++7y6BfwhwPH273WKz2QRSJq4/B1ExUTC65KZp4nQ6Bdrm5/OZzOjiRf75eDzG4XBI82EYUkU2OWyicq45xqZi2yEBCZhj9jcgAQn8QeDxeMT5fI4sy6LruhThfprjWF9yKDp3EWHjvOkIxiBqJufM/XEc0xzp1atrGDbY4uDVLX+Sdb5mAkbMa959310CvxDgyJpmIGiZt9ttXC6XwEk7JCCB7xPQMX+fsStIYHEE0CxTTU3V9W63C4q6jGgXt40+8EIJ6JgXunE+tgS+SYBuX2iOqcLmjys4knZIQALzENAxz8PZVSQgAQlIQAKTCOiYJ2HSSAISkIAEJDAPAR3zPJxdRQISkIAEJDCJgI55EiaNJCABCUhAAvMQ+AEC4T5S77PSoAAAAABJRU5ErkJggg==[/img][br][br]Did the amount of garbage increase or decrease between 1999 and 2000?
Did the amount of garbage increase or decrease between 2005 and 2009?
Between 1991 and 1995, the garbage increased for three years, and then it decreased in the fourth year. Describe how the amount of garbage changed in the years between 1995 and 2000.
The graph shows the percentage of garbage that was recycled between 1991 and 2013.
[img]data:image/png;base64,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[/img][br]When was it increasing?
When was it decreasing?
Tell the story of the change in the percentage of garbage recycled in the US over this time period.
Refer to the graph in the first part of the activity which is reproduced below.
[img]data:image/png;base64,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[/img][br]Find a year where the amount of garbage produced increased from the previous year, but not by as much it increased the following year.
Find a year where the amount of garbage produced increased from the previous year, and then increased by a smaller amount the following year.
Find a year where the amount of garbage produced decreased from the previous year, but not by as much it decreased the following year.
Find a year where the amount of garbage produced decreased from the previous year, and then decreased by a smaller amount the following year.
Close

Information: IM 8.5.5 Lesson: More Graphs of Functions