Question
When the negative linear association is strong then slope is
- 1
- - 1
- 0
![1 half](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABIAAAAjCAYAAACZ6FpfAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAABGJhU0UAAAAXQ/cXWQAAAJFJREFUeNpjYMAP1IC4FogvMFAIFgNxGhD/Z6ASGDVo1KBBYdB/LHgUDCbwn0w8CgYLsAbiNUD8CYh/QaujaHIMOgjEkUDMA+VrAfFRqBjFQB6IL1HLyz+oYYgl1HsUAQ4gPgmNBLKBIBBvAGI3SgxRghqiQokhGkA8G4i5KDFEHIhXATELpYG7BeoimhZyWAEAI3M1I31CbrEAAABidEVYdE1hdGhNTAA8bWF0aCB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMTk5OC9NYXRoL01hdGhNTCI+PG1mcmFjPjxtbj4xPC9tbj48bW4+MjwvbW4+PC9tZnJhYz48L21hdGg+ND6jrQAAAABJRU5ErkJggg==)
The correct answer is: - 1
If the negative linear association is strong then the slope is – 1.
Related Questions to study
The following graph shows ______________ type of association.
![](data:image/png;base64,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)
The following graph shows ______________ type of association.
![](data:image/png;base64,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)
When the positive linear association is strong then slope is
When the positive linear association is strong then slope is
Rewrite the given equation in a slope intercept form y - 4 = 2(x+1)
Given equation is : y - 4 = 2(x+1)
y-4=2x+2
Step1 add 4 to both sides of the equation
y - 4+4 =2x+2+4
y=2x+6 ....(i)
here m=2 and c=6
Rewrite the given equation in a slope intercept form y - 4 = 2(x+1)
Given equation is : y - 4 = 2(x+1)
y-4=2x+2
Step1 add 4 to both sides of the equation
y - 4+4 =2x+2+4
y=2x+6 ....(i)
here m=2 and c=6
Mrs. Collins made a scatterplot to show the relationship between the number of absences and a student’s final exam score. Based on this scatterplot, a student with 6 absences should get approximately _____________ score on the final exam.
![](data:image/png;base64,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)
A trendline is a line drawn over pivot highs or under pivot lows to show the prevailing direction of price. Trendlines are a visual representation of support and resistance in any time frame. They show direction and speed of price, and also describe patterns during periods of price contraction.
Mrs. Collins made a scatterplot to show the relationship between the number of absences and a student’s final exam score. Based on this scatterplot, a student with 6 absences should get approximately _____________ score on the final exam.
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)
A trendline is a line drawn over pivot highs or under pivot lows to show the prevailing direction of price. Trendlines are a visual representation of support and resistance in any time frame. They show direction and speed of price, and also describe patterns during periods of price contraction.
Choose the graph with a trend line that best fits the data.
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)
A trendline is a line drawn over pivot highs or under pivot lows to show the prevailing direction of price. Trendlines are a visual representation of support and resistance in any time frame. They show direction and speed of price, and also describe patterns during periods of price contraction.
Choose the graph with a trend line that best fits the data.
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)
A trendline is a line drawn over pivot highs or under pivot lows to show the prevailing direction of price. Trendlines are a visual representation of support and resistance in any time frame. They show direction and speed of price, and also describe patterns during periods of price contraction.
What is the slope of the line y= x + 2
Equation of the line - y=x+2
By comparing the given equation with slope intercept form (y=mx+c)
we get m= 1 and c =2
where m is the slope of the given line ,so in the given equation slope of the line is 1
What is the slope of the line y= x + 2
Equation of the line - y=x+2
By comparing the given equation with slope intercept form (y=mx+c)
we get m= 1 and c =2
where m is the slope of the given line ,so in the given equation slope of the line is 1
The number of siblings you have and your weight.
The number of siblings you have and your weight.
The following graph shows ______________ type of association.
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)
The following graph shows ______________ type of association.
![](data:image/png;base64,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)
Number of pets a person has and number of books a person has read
Number of pets a person has and number of books a person has read
About how many male math teachers were there in 2006?
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pTcOPaNeTm1H+5evOg4v8EzRd/Gfyvb8Z83ZmYN28BDBYYYNGCBVgwdy70Z+li+qwVOPmAvwuXT0RV/MRfnjyEk5iYJNjCHb4f6SV4MufHg8mTL6j4PwGXbj9ZQ//nNE9VGUqYA1FSVl7PN58UqfUhiuInT7AdO3oME8ePx/q16xiBebCr6bjSEuIPCQljys3fsmYq/k/ARfwshSl45WaJu5dP4shpQ7xOeI93ydF4GxGDvNZ4k59B1MSfkJAAncna6Nax9kUT3Tt3Ydfh29rYClI0n9Zs5lEHFf8n4CL+sqwAXFo1BUM6fYtv/v0v/CA2C4aeaXhruBnqY7RxxP7jd+O3BkRJ/KR1P3H0KDuBVncbjazDJxXAxPFanCfTqPhFUvzleHl+FgZ07gm1uVuxbfEkSAzUxX2/XBRH34NmP0lM2mABfhzThFGJnAh32Dh5ISSp/l+pQMorR5g8uA9L91DkC7n9LEriJ/nM1tP7yNSCfCamFrHMfnOBil8UxU8e7JkmBxllfTjllCPk0U7IiU3BHb98oMQPS6WGYtyCy+DvplJDShOeY6OmNMSkdLD/Ud0FXIZg472YqjEcY8ZpQVNFFStOWSP5Az2KWsu/gblIyO2zunX4JMgttWEKisjM4PboFRW/KIq/IgHnJslCdrgB/CqBsEfbIdN3Gh4G5qMo/A+MHSCBiaseoUUW+Fan48mWKVCWGQvZAep/GnjWpFhjiYY0Rq55jFjmRLteXAGFfpq46JzIHtw66sTv3iIefs1/a0t9iGj58vDz9vaGgqwsu1SWrMHv3qkz+vbujTMnTwpSNJ+/PPz4qfQIfD3PX0dxSQlbQSUlc3tGoD7p6QIPPx4nOr8iD79iuOydADGywm/7ZdzYtxjy/cdj3+Xb2D9LDl26yWDNvUhBWj6pQZLtQYzXmIOz1x5gTj0DzxSTjRgpPQynvQX+7Ik2WKPaG1OPPUdOPfXXid/RwZEVK7lwuUZ4RCR7gZF76cK+b2oQkwhfP3+8fhMs9PumhpnZU2iNHcs+ijtCWRlHDh9Cfl4u813FR2mbEjGxsaw7EDEKEfZ9U4OIifR4XgYECf2+OZGbl89amMXExjOfuZW3LhISEuHs7Ir8/AKh3zc1yph49frN1yJ+oCjWGju0h6FX2x/Q5ue26NK+Pdr/+AN+ajsAkxafwUt+3pHQgJpsV/w2URmzjjgiPuQp5shpYMON2krm5Yn5UJebCasEwSO+7/1weM5AKK6/g7h6DRMx8CQeflevXmNNI+q855obxHfN1s4epozAyCIaX7+XQtM1Nog/HnkwihhZOjMX7dvQcPZvCEvbmCD7Qy4sRwcn/H72LJ48eYrAoFfwZ0QmLH1jg+yTPVOBGpuYsa0/13KTyo70niwsrVijUS5lrguSB+nyk320Z8pPjq2wdE0JkqeD4wsYGZuxFT7X/awrt5X1V+PhV0thgi/undmFVQbzMEdvDhYuWYO9lywQns1P97ch+XA8qge1yRvhR/SdaovZcqOx9X5td85znx5UlRbAMVnQFSt9jVMG0pBfeQPR9dyWiIGn+ghVPHzwkHWcJU65nCIyirnAvGD9zJbtupHPQtM1IiKZ3xIn1zu372Ll8pVYtWoNHj16zOZJvhP2m8YEyfPNmxBYP7dlW1biOSgsXZOC2Z9a48lnCGEqUS7lrouw8AhWpCT4yI/kQXpPpDIhczLEHVhouqYEkycRrYXlM9YZiI/9JD1HJ2cX1lm5MbQK8f9FOdPlLW5gl8U374IeYP7QTlCatQcPnpji/tnNGNVPDpMXXYZfXA78zi+Hhqw2zOMEDxe/82GGIOIYtvkhEutZ69V1+z09PARbuBMXn8BeEHwsnHn04AGGKSqyz7N37dgRKkpKeGL2RPBt8ykurjW1IG+b4YuU1FS2AiATlHwRzPR6SPAF6VKTnkkqj880kCXS7kyFz5dnI4FUfF9Ntx+oQm7UCxje/B3HDh3C4YMHcWj/fuzbvRM7fjsOI8fmGTt8ikz3O9g2XRN6evNgMF8fetqjId15IIZKzcEf7tFIdjkCTXl57H1R+4hxdYQxlsiJYf5FF7wXMuZvjbP9/kwFoiyvwAq/bma+U9t2UFJQRFgYt5n/1vxgTx10tv+rEH8NMvxuYJ7qUPTt2hldOta6r5DFI906tMNPHSQwb5+nIC0/VJUVIT87A+lpaUhjWpww5ysY308eCw67o6C4HDWFvtg/fRiGz9wDRx833N08CUMUDGAc1NC7rTWL/9KFi+w9eLF6z7WTIG+aMTYyEqRqHlT8VPwNaLb4q9JhtGwEejOiHzJ8MmYZrMX6DZuwbfMmbNmwHms2/YabzwRv0mkhyhKdsGmGAU48/esWTnagMbbPGgfNUeoYO2kuzj0LQdkHPfHWLH7yJBtZgvuhOSZp/Z+aPRWkah5U/FT8DWi2+CuTcGnyEAySm4K7MR+o60tTWYg05kRnFwofj7Vm8UcwXXvNUaNYJ1yyHJdE+5/bQFNjNOfVeFT8VPwN4DLmf31hPobLT8K1wJZbxNsStGbxE55ZW7FP3/URrMibrDUBjo7crayp+Kn4G9AU8RdmRsLJ8jGMjIxhZmqGRxe3Y/wQcShoLsKJ36/DyMSU2W4CU2MjGJpYwCOEv4uMT1q7+AmRkRE4c+YsLl26jMQEfiZOqfip+BvQFPHHOV/FlIGd0aOXGAaI9YX4AAlI9umOLm1+RvtfOqEvs22AmBj69+qOzr3kYHCYOvlwgdz7jU9IFHziDhU/FX8DmiL+dH8jbNQeBY0x46A1dhwmak3ClMna0Jk0CZO0tDCB2Ua2k2WkYyfOw9E7/N2r5ZOvQfx8PdhTHyp+Kv4GNEX8NVXlKC58x67jJukL8rKQlZOL/ALm87v3f0Z+djqSklKQ/Y6/BRB8QsVPxc8VEZ/wq0SY2Ukcv3AXrz9Yw/8+zBRbVqzFkfuv6Rt7mgkVPxX/5/iy4q9Mxo3pMhgiPw3WH1xLhRF3oNlnIMYtuYUcwbbWBBU/FT9XRFv85XE4O0kWg2S1cT9GsE1AcchVjBQTx1iD62iN7/Kh4qfi54poi7+6AOZr1NGrSw+Mmn8Ilh4RSEqMQ7CTKfbOVEa3roOgd9AV3N7j0jJQ8VPxc0XEx/xAlvdFzJTogc6/dIT4ECWoDVeBkkRfdPqxA8SVFuJhcEst/qlGZUUFKoW+Hq4GNTXV7EVUFx8+aNcS4k9ITGLEGsTLU30EKn4q/s/xxcVPPPMiHK5iGXlll/gADOzXH4MGDcWIGVtxyyO5BR7vrUJW2AsYnjuIXetXYd3WQ7jzIgx/3lSozoTL48s4um8vDuzbj4N7d2PP4ZvwjG741peWEH9AYCCsrZ+zb53hAyp+Kv7P0QrEX0cFchLCEBT4BlGpwneGH8rw6uFhbF65Bnv378Z6vdGQkx2Fbfdegb30yl5h1yQVyKnpYs3a9Vi/+lf8uvUMHMMaPr/Op/iJbdedO7egOXo0hgySxLLFS+Dr6yv4tvlQ8VPxf47WIf7CVIT4esLFyQEO9vawt7WFjbUlzJ48g/sb/t4JV0sN0+Gv162uiselqf2hNPsgQsgQoDwQG8ePhP6lz5s/1onfw91dsKV5VFVV4tKlC+jeufbFkuRJvM7tO2Akk3dwMHcDSmK1FRoWLvjEHVJRERHw+a4+8k5+YubBp6kFcRwiwRclTMVEzDxSGMHyRUZGJmvgyfXtxPUh5/qrEX9JqgtOrp4BpQG90LNzZ3Tt0AHtf/4Z7dv8gH992wOaG14IUrYApTkIczbC4mGDMHHLPWQQ8Ze8xLpxI6C15iocXb3wJkF4F5yIf+QIVVhaWLALlIizTVMjn2lF/f39oa6qynoY1D16S+yxiUvuti1bkZObh6xs4b//bDC/Sc/IYFppd/j4+CE7O0d4uiYEyYO8sou8q484xmTn8JPnG6aSs7N3ZCqB1OaVtX4wv8/IzKx9Vx8jVr7KTeZjyD4Gh7zlrdxEqORYJjG9iWyu5WYiMysLPr5+X4uNVzE8Dk1Ez/adITV8KnTUFCAhPQZ6M3UxTEwMkuob8Nib75af8A4u1w9hsfZojJBThs6K8whIEex7oS82TtGE2qhJ0Bk/CiOY/dpzh2npPlhpRDz8iIHn+fMXWRNLF0ZkTQ0/poa+fv0m+vcRa+CHT4I8e6+jrcNcwD5MS+sh9PefC/Ib4jZLDEGfmFuyrbWwdE0JkgfxxTN8bIzntnZsV11YuqYEyZOYTho+NoGTs2uzylo/yJDExZWU25wtO1/ldnR6we6j9TMb3sr9zMaOPZYkb67lJkHO95Onll+JgWdlEi5OkcUQeT0YvwmH2W9ToTRtP9ziMhFishua6ro449wSd/lLEen2FH+cYcb+cyZi/KTleOSXWjsYqCpEUnQkwsPCEPrGA9fWTcGg3lq47JJQf7BQ2/IzXfNn1s/Ypcrk7bVNjQLmd29eB2P8mLFMj6fjn2/DIV1/0vLv37uPSVcgCOF5fC5ycnKZyoM4wwYI/b45QVopUgEQE8vm7teHQQxLiQBIN5hrnnlM5DK9JW9vXzaEpWlOpKalsW67pLXmq9zEdNPe3omdP+EjT1J2cq6/jm5/RTzOTVbCcM1tiEMFnE/Pw1D1bfAi+1LmhvnSQzFprRHTTrccNblvcXG2JIYtOom3wuabIs1gINkT+r87oX7p+BrzE+7fu49B/QewL8Ek0YWpCCZPmMg67XKlJcb87h58j/mTv5IxvxfvY3530R3zF8BypTLEpabAOL4QIXe3Qr7jEKz63QrOJnsxjCzv/fUxGrrncaSmAsUlpX/eQqzIC8UFfUlI6OyEH9n96gqUlNX18SuRZHccE8UHY4thUO3dAAF8zvaTWXkLc3NM15nKDiW2bNqEMKbnwRU6209n+z/HFxZ/DRJs9mKyzmwcMk9FWaQ9No/qju///Q1+/OY7tOs9GvuexgnS8kR5BB5f3oWN24/i4qnDWDlDE5ISI7D9unttDyPPHxf37MXhI+dwfv86TBkmg9FLf8er9IatEp/iryMmLp5tXZjLt3YDR6j4qfg/xxcWP3OBlucjnrno03Jq34gR622E/avnYq7+Mhy94YB0fla6/kVlOjzNr2DPxrVYuWIlNu0+gHv2vsis6woUReLJuX1Yv2wpVqzeihOXnyIss97bOgS0hPhjmeNAfPv56v5S8VPxf44vLv76vMtIQEJKGvLys5Ff1BpX9P9FS4ifru2n4ufCVyj+CsS53MeeZdMwVl0ZKlpbYPc6Fwkuj3D83FW4pfA3CcQnVPxU/FwRefFnel/CTLkB6NG1J8S6d0BbMT089M5Ckt1uyEnIYdHFIJ5GwPxCxU/FzxXRFn9NASzXqqNfXyVsuesMi9/XQK7/VNz1zUV1rhNmDxqC8UvugL+3wvEHFT8VP1dEW/zlsTg1QR7DRq0GuaMd9mArpPvo4K4/szNFblgwhBG/wVVq5tFMqPip+D/HlxV/VQbuzJHHwMHjcCMwGUEPdkCh/wzc94nHq8frINVrEKbtsqdmHs2Eip+K/3N84TF/DaKN1kGxa1dIqGhj9qSRkOwjB+2ZutAQ74ae4hNw3ofXJT68QcVPxc8VERR/FSLdH2Ddkg2475eMmrJMOF3chNESndGubSf07tEVndq0QQ+ZmThp6I8CUqJWCBU/FT9XRFD8FXC/sgYD/tUJG03qZvLLkBkfDFdrY9y/+xBP7TwRlpLfKmf566Dip+LnikiK3/PqRsj+0BPbHvujmFF4/ca9uoF/Hfl//c+tByp+Kn6uiKb4r22BYrsumKi/GcdOnWN/e4KJkydP4dSp0zjF/Hvy2DEcPnEB5q78vWfuLyrwPjMJUW+DER6XjkIh9UtFXjIi3oYgJkO4gSgVPxU/V0RS/F7Xt0Klc1t0aNsGP3/7HX769nv89N0H8d9/4f/+0wPaW1wFv+OLcoRbn8eWBbqYNXUixo/RwuJD9xCQ/Jfgcl8/wd7F2hg7WhPa05fgikMEigTf1UHFT8XPFdFt+dt3xqgpi7B5605s37IVWz+MTRuxdtM+3LaOFvyOL8oR6/YUjx88hq2DLZ5c3A6twQMxY5957WKiwiAc1FPG0InbYWxuiXPLNSEltxBPQhraeVHxU/FzRUTH/Jsg+2NPbHngjYLyCtbMoLT0wyhFKbO9sqqlp/3ScVNvAORnHQB5H3Dhi30YJS2H7c8ya78ON8Z8qX5YeNEV9QcAdeJ3c+WvZxITG8eKn6+n+ogIiB04ccrhC+JaRMSfns7f0qvEpCRW/HyZWpD3Hrx+HcwGXxQxAiXiT0pOEWzhDqlAifhLSj5+arS5kHPdqsXvfnktJP7dGZvNgr7QSzir8C4nHWG+9rh7bCcmKGtg4zVX1qzj7QUDqMtMhmmMoDbO98b+mX2hsuUBEuu9RMDbywvqI1Rx/94DxMcnIiwsglNERESyorJ+9pw1iQwPjxSarrFBfv/2bRhs7exZiyySv7B0TQmSR0BgEMwtrODt7YeIyCih6ZoSJE/iDGRhac067/BR7tDQcNg7OMLO3om3cr96/YbdR2IKyle5vbx92GP5msk7gmO5SZByk3Pdij38qhBiewmzJszGhRcxLfBSjsaQD5sT6zBZWRpDBw6G7uY7iBXM+rntnw1VxYVwSBa0QiWvcMpACnIrbyC6XgVdZ+B57dp19qL19XvJKYj3mq2dI8yemMPLx5f9LCxdY4P8nngDmFtYs6aTXPMjQfIgrZ+x6RM4ObvAn2lhhKVrSpA8iVBNTJ/Cy8uHe7mZIOW2tHoOC6tnvJXb3cOb2ccncHB05q3cRKjGJmZshcLHfpJyW1mTc/01GHh+MarwPisB4UFesPh9O3RU1LHltg9IWx94bC7U5WbCJlGg9KIAHNEfDMV1dxFXr1dKx/x0zM8VERzztzbyYbFeGpLTd+ElM9TOMV0DVVlVXHglKEuqPTaN7A3to8+QU2/6oSXG/HXi53PMz7f4v5YxP9/i/1rG/FT8n6OqAPFxUUjILEFN2TuEe5pipfoAqOifQDjRXJoZFqkNwYSdpsgozMOrW2ugOGA0zjomNpifoC0/bfm5Qlv+v5uyt7i5Xx/jNLUxa9oUjFKQgtKEpXjomSKYfyjBG8O9mKIoB62JY6GuqISFR62R9sH5oeKn4ucKFT9LNUreZSAyyAPOLi+RmFOCqopylFdWsgXilepipMeFwNP+GYyNTfDc3QcxGfkNJx5ripAY4gELExPYeYUgr+zj241U/FT8XKHir8yDz72DmDNqCPr37gExhWV46pOGt09OYvm6HTAJ+3BtXeuAip+KnysiLv4axFvvhmrfHug3ZDjUFQahe/9ZeOibgyzv41AaMBR6h93RGi08qfip+Lki2uKvzoahgTLEJcfiglskPG5thXw/HdzxzQXee2Lh4KEYb3Cd2ng1Eyp+Kv7P8WXFXx6DkwIPP7KCP/T+Fkj10cG9l8zO5NpCT3IItJbcpAaezYSKn4r/c3zhlj8XJkuHoW8/Fewz94fbzS1QHDANNxwD8eyEHvr3kMCco55faBXg56Hip+LnisiP+VOdj2LCwN7o018aw2QHo1+PAVBQVMCgrl0gobwAj8L5WwDBJ1T8VPxcEXHxM9QU4q3VBSzWUsRgcQlIDZaEpLgkVKZugZFnYqts9QlU/FT8XKHi/5MKZMWF4KV/ECKS8lq1fx+Bip+KnysiJ/6yvBQEe7vCw8OTERAJL/YJOV9fX/j7+TPi92f+9YOfjxc8PP0RFl8g+GXrgoqfip8rIif+BOfr0JXsgX4DBjHd/M/EgL7o1V8Fy475Cn7ZuqDip+LnisiJP9n9LgyGSUBGThHDFD4TcjIYIjcW688GCH7JH2Xv0hDs9gzGd27inpkDXqfXO/g1hYgKdIWttSWsrazwzNIcFs/cEZ3ZcKUhFT8VP1dETvyVxXlIjolAZFQUotmIRkxMHBISEpHIXARJbCSx/yYmpiA7n++XdZXD6+Zu6I3RhJ6uLqZqyENFeyXueQgu5vK3OKE/HspKo6EzZSqmTZ6ACbO24klQw4udip+Knyt0wk9AdUUZSpgDXFhYWBtMXu/evUdRKd/z/RXITGAqn8hYZGRmITXYGhtG9sWoFRcQQ2YZywKwQXM4dPY+R1p2NrIy0pGaloX3ZQ33o0787m5ugi3ciY2Lh7ePHyor+Skzea6d2G6FhvHn4UfOMRFBRobA45AHkpKTWTcbvio9At8efsUlJWwFlZySKtjCHeKJ4ObmyVulR2jlHn4NqS5NhuOtA5ivpQ4VOVnIS0lhyKBBGCoxAD36yEF3j6cgZQtRnYJ7CyQgp7sbb8g5KA/EhvFqmHHQDum5BayvnzDqxO9gb4+ysnLWkIFLkAsgLDyCFRYxzCgpKf0oTdOilG2tfHz9EBj0ms1feLomBJNHRmYma+EVH5/AS54kj6joaLxwcUN+fj6zjWOeTH5FRcXw9w9gg699zM7JgfMLV2ZfY3nLM445hk7OrsjNzWW2cc+TVFBBr159LeKvRNj9ZRjSvTN69pGCnMRA9O07BIoyMujTtgN6DJmJI48jBWlbhqJXtzBTUhzzjzuBPQRFPlgxShGyI6ZgDjMs0F95CBZBaR+9KZgYeBIPv8uXruAV08J4enlzCm8fXzy3sWN94kgFQLr/wtI1NsjvPZgK6slTC9bHj+QvLF1TguRBBPDY2BR29o5sxSIsXVOC5Gljaw9jE1JuD87l9vT2YXsRT8wt2eCr3C6ubjAyMYONnQNv5SbHkBxLF1d37uVmgpxvYjL6dXj4Vafjtp4cBkpo4OCDZ7i6dhIUJm7GYwc33NsxB6rj1sE0tOVW+FVnuOPwLAVIz9gH9zQyYmIoT4Gj6WM8uPcA92+cwhINOUgqrYRlWEPffnJ7Up0R/2PDx8w4MAWxsXHcgunye3r5sBUAcYcln4Wma2wwv49mWil7Bye8YC5czvkxEcfkQZyFLa2f4yUznCCfhaVrUjB5+Pr5w/q5LcIjInnZTzJ3QnonJPjIj+QRGhYOK9YI9SVv5SZGoJZWz9geHx/7SazfXd3c2R5PY/iy4i+PxelJShg2ZguimbG488lZkJt8CK/JM7wFtpgjK40Ze+3RIvLP9MLJBWqQGvkrLMI//RrwIr/rmNKnL5Zd9WiwH3Xdfk8PD8EW7pBuIHFgJWN1vgh69Zq9uPiimBlKkLFvVhZ/j1ulpKawFR+ZoOSL4OC3bPBFWXkZ26NI5XGiMzMzC+7uXqio4G+ug5zrr6PbX5OFh/OUIDd8ETyLSuF7dRUGd9fEOccEZIc9wMSBEhi7+DZyBMn5oijJE0cNRkN21K8wCfm08AmVIYZYNFQMS6+5N3hlF53tp7P9XBHx2f5KhNzUh5S8BvZYZSDf8y7mSbZHd7GhkJcUQ6fuclh6IYDf9f3Fb3B26XC066SMdQdv45mtLSxMTWDlGog0cu0VRsP2iTVcPYIQ5GyEPXPVIK3B9A5CCtiDWwcVPxU/V0T+Vl9pdihsbe3hE8a07zU5sL24DmNlxSEpqYCpS8/hZSbPt/oKX+PSjjkYrTEJs3R1oTttGqZqjYXe5rPwJHevil/i9IrZmDhaE1pjJ0BXfwdM/JI+etaAip+Knyv0Pr8QSrKjER6dAP5GQk2ksgi56WlIyytq0NrXh4qfip8rIij+GuRnJSDI3xf+vuRBnpd/hR/5NxBBQW/w5lUQAgJfIyaNnwqFb6j4qfi5IoLir4S/0THoKMhg2LARUBs2HCOUVTBCaRiG1w8FOUgpjsfGC40ryN8NFT8VP1dEUPwV8Li0HrI/fYeOnXugb+8+GNC3H8T79Yd4XzH0790bfXv1Qt/uXdCxpwwMjvsLfte6oOKn4ueKSIrf6/pmyLf5Du069IbMGH1sP3Yfth7MRRoWifikVKQz4+3UpAT21dcZvD/Yww9U/FT8XBHJCb8knyfYrjsRI5UUICMpDvHeYhgiMxyz1u7HffuXiMvIQTEpSSuGip+KnysiKf5aqpEV9waWd07gt5VzMHn0cEj06ox23/+IPkNHYM66A7j25AXCkoTv2JeGip+KnysiLP4PKEqFxzMjXN63FjryA9D5m//D//2rM2bs5W/5LJ9Q8VPxc0WkxV+amwRvm4e4duIgDh08ghPHT+DwlmWYrjEcE2Ytw47T92Drzd/z03xCxU/FzxWRFH9GsCMubFiGWZPGQUWqP3q1+xkdOnSHwrhZ2H76Dux9XyExjx8BtBRU/FT8XBFB8VfC5+Y2KP70Ddq06QSpEZOw7fAd2Hi8QkRcCvJKapfzss4+xUUoKefvSa9aapCX8ArWt3/H8T07sffYZVgEJKKMHLk6ytLhZXIB+7Zvx/Eb5gjL+XiJMRU/FT9XRFD8FXAn9/l//h6du/SD5KChUFYcjpHqo6Chqgo1ZWWoKCpBhRh4KozDukuvBL/jizJ43tyDBVN1sWbteqyYNgKyyhNxxCyc2TOGmlzYHp/PevjNW7QUM4ZLY/yyiwjOb1gJUfFT8XNFJMXve38fxgwUg+TgoZAZPARDJSQweKA4JOtHfzH06j8My0/4CX7HF1UoKixAcWk5e7Cqcl/j+JQBGDb/KMKqmc+RdzBNWQozTvqxD/MkPjuC0X0VsM8stMHThXXid3N1FWzhDjFjYD38Kvh5KXkNIwLi4Ud83fiCWIwRERD/Ob5ITEpin5UvK+NpTUdNDe8efkWMQEkFlZScItjCHVKBEg8/YsHFF63cw68aWYlv4WBlAUsLS1hbWgkNKwtzWFjZITA6V/C7FqIkBtf1xKE85xAimMY99cEqjJQZiRtvBC8LSXfGtvG9MW7fE2TUe7SPFb+aOl44O7OfSSvLJaprqhEZFQ1PRgTkYqhihCssXaOD+X15RTn8/ANY9x2Sv9B0TQiSR25eHms7lZKSypqOCEvXlCB5xsXHsxUKERhptYWla3Qwv6+orEBg4CsmgrjnxwTJg630mB5PfEIib+VOZioSFxd3vC98z0u5K5l/37wJgf/Lr8HJpxWQ7sS07OIyWHvzDfsUoe/ReVCTnwubJEEXtCgAx+ZLQn71LcTU65USGy/i4Xf+/AX4MgebGFByCVd3D9Z/7dFjEzg6v2Ctt4Sla3Qwv3d2cWW98cyeWrD5C03XhCB5EN+5R4bGsH5uw1ueltY2bLkdnF6wFYuwdI0OQblNTJ/CxOwJXNw45scEyYPYoRk+Zsr97DlP5XZnbcHIsXRwdOan3C9cYGr2FD5+jesti7T4C0IeYfloGYxcdQPhhbXbPA7MgpqiPhySBUoveY2TBtKQ//UmYur1zoiBZ52HH2kNYuPiOEY8az75zMYOkcTDj/iyCU3XyGB+Hx0T09DDT1i6JkU9D7+AICHfNyfimYvVnxGVTa2HHw/ljon5wMNPWLomRTzeEg8/ppLy9X8p5PvmRJ2H33OEhYfzU24myLn+Ojz8viDvgh/j17EKUJ17AoF5f03mhVwygJqMFgyjBKZdeR74Tacf1HYYI6XeoL9uzO/Fo4cfqUR8/RrnvNpYiIcfERVfkMkpMj7PzubPXC0lNZWd6Kyubr0efmQIRXwG+fTwIz6IHh7eqGSGKXxBznWrvs//RakpR8rLx1g+XgUjZx2FV3rDA//O+zjGyQ/FKuNawRT6XMX0QYOw9q6/UANPOtvPHTrbLyKz/aUFqQgNCUFiXq2UirOSkZCUgvcV9W+0tyDvffHbVHH89ycZLN14GOdOn8ax/Xtx6o4VIsgxqIzBrdWToDRCF6eunMPmaUqQm7QHrnENZ6Kp+Kn4uSJi4q9EsMUeyA9QwxHbBHZLwJklmKG/Hi4NbfFbjpJoPL1+AOtWr8em9euwfs0arFm2GBtP3EGg4A1UFWl+uLN/NfR1Z2LxhkOwDfn4thYVPxU/V0RM/GXwubcZ/f/TE9PWn8IzByecnS6DgRKq2HnfBZ7u7nB3dasNRlQv3LwRmvgF38/PXESfgoqfip8rIib+GqR63oKuxC9o26k7JCSHQrqfGPr2FsPAQTJQkJGFvLRMbQyRxMCho7DmDL8TYHxBxU/FzxXRW+FXnge/JycwX0sVsoMlMaBXb/Tp3gfi/QZDevBgSEkKYtAAiDE9guUt8H5+PqDip+LniuiJn6UKRfk5yMqMw6PlapBRnIybL9ORnZOLvLw85OZkM99lIiMrGwVF/N0G4RMqfip+roio+P8i1u4WLt40Qu30X20Bvgao+Kn4uSLy4q+lFGEeFvjj8gns3rkHp87fhI1vJP6uGwDNgYqfip8rVPxlqXA4tRpqfdvi23//Fz988y2+/+836DZ4LNZfdEYm34/z8wQVPxU/V0Rc/DWIt9yO4V1/RrfewzF/7UGcPnEMe5brQq5TO3Tqp4mTrvy9CppPqPip+Lki2uKvysZjA3n0FlfAlsfByHpPmvkalOdnwOPKMkj0Ggjtrc8bvBq7tUDFT8XPFdEWf3k0zk2UhvSwObAXPFX3JynGmNBfAmPnXwF/thH8QcVPxc8VEW/5s2C4UB5ig0Zgh1k4cotqV9RVvMuG3x8rId1rALQ3mePDeoFPSt7nobCs/u3EKpQWFbC3G7OzSGQhKzv/Iy9BKn4qfq6I/Jg/xmwz5Du1Qfe+6li86RgunDuDg6vnQqVrB3TuOxrHnAUL7nmnCK8tzmPD6jW47BQv2MZQmQjjE5uxaM5cLJy/AAbzZmPO0v14FtxwP6j4qfi5IuLiZ05UYRLM9y+ESp9f8M1//osfBbP9nQeqYNVZO6R/bJzLnfIk2F3chFEDxdC5uxyW34wQfMFQEoDNmooYNnULLl+7jmtXLuHSrad49cGbg6j4qfi5IvLiZ6nKxCsHU1w6dQTbtu7AwaO/46lrILJJaVqCimg8OroPx0/sw3gFTay6GS74gqE4ABu1RmHB1XrbhFAn/hYx8Kzkp8YjXnN8G3iSc0xE0BIGnnxVegS+DTyLS0rYCqolDDz5qvQIrdzA8/OUlJaxrrktSw3KS8pRkvIcesoaWHGjnjiK/LB6jDLUZu/CxSt/wNjxFbKFrDBmxa+mDmsra5SUlCI3N49T5OcXsK47zi9ckZGRWbvMWUi6xgb5fVZ2DitUP/+XbP7C0jUlSB6klbZ3cGQdYwoK3glN15QgeYaEhMLR6QXS0tOZ/c4Xmq6xQcqdk5PDViaeXt6c8yNB8khOSWG99oi4+Cp3WHgE7O2dmB5AKk/lzoWfrx97vhtDqxP/30lZohVmKo5qKP7iVziyYiFmz14IA72JUJZUhO7WBwh/37BK8vH2hqrKcJw6dYY1eLSxc+AUxBjT9MlT3H/4GM9t7GArJE1Tovb39qxB5GNjMzZ/YemaEiQP4t9378EjPDW3hB1TCQhL15QgeZo9scD9B4Z49pyvcjvA0MiEDb7KTcw2yT4+MbfgrdxPnloyx9KQNUPlo9zPbe2Zc20CH6YCaAwiLf7ieMuPxV9TjfKyMqYrVoLioiy4X1kDua6K2P/0rVDffkcHB5SVlbOe81wjjGlNSdfyfWGh0O+bGsXFJcyF4I9Xr98I/b45kZWVxfZOEhOThH7fnCBGo8S9toC5CIV939Qg1uek60tC2PfNCWJZTlxyydBM2PfNiYSERDg7uzK9gHyh3zc1Spkg5/qr7fb/nQgV/4fEW+NX6R6Ye84R9UtHx/x0zM8V0R7zVxcjytse5pY2eBknfAdaEiL+GQojsbye+GvK3zMXdh7KSS+/PAteN1Zj2KAROPY8uvZ1XgLobD+d7eeKaM/2V6bgxmw5dO+rgA2G9e61/00UxT7BJEklLLz8l8VzTbY7DizWx7zZBliiOwkjZEdg0QkrpHyw0oiKn4qfK6It/poyhBpuhFKvARi76jbC/2a7vqqSTLz28Udocr2nB5jW/rXjU9y5fAlXbj2Go3cY8oVokYqfip8rIr/CL8XtGjZMV8UgpgIYNmIcZuroYemSJVi1fCkWLduCS6b8vXCCT6j4qfi5IuLiL4bjzomQEuuGnl26oGv7DujaoRO6d+6CHp3a4+eOgzF3r6cgbeuCip+KnysiLv4KRD67huMH9+PIkWM4eeIUTp88iRNHjuDowQPYd/AsjB3rDL5aF1T8VPxcEXHxf0glcwHwc+G3NFT8VPxcoeJnKIhww70zu7B60RzMWnwULiHZSPK3h5H5c4QVkCK1Pqj4qfi5IvLiLwh/gnXj5dGr7Y9o8/03+KG3Lh56ZiDqyRbIywzHugd0wq+5UPFT8X+OLz7h57x7HMS6D8LcA3dwY58BpAdMxz3fXFSkW0JnwGBorXzUKl18qfip+Lki2uKviMe5yXJQVFsBcppCH26HjNgU3PUvAEq8sXjoUIxfcBn8XWb8QcVPxc8V0RZ/ZQquTpPFYLnpsEwpxFvDnZDvNwOPAjKR7HIYw8QGsTZe/BwafqHip+Lnioh3+8sRdHkeBnXohmEz1mD70qmQ7qeGZZu2YZ6KGDr3HI69z9MEaVsXVPxU/FwR+Qm/yrw3uL1JD0M7f49vv2uDLh3b4ef//gc/9xiBtcctkcSPDoRTmYewIF9EpH+4rrgamaGesDYzhYN/jFDrcCp+Kn6uiLz4WUoy8NrdCncunsThg0dx7uoDPPeJREELvq2nMvstbm7Wg6raeOwyiRZsJVQgwuIoZo8dgVGjx2LMiNFYf8kB6R+4+VDxU/FzhYpfQE1FHiJ8nGFtZYMXgUl4T0rSUpS+xfX1MzFCRgH9xJSxop6BZ3WaHVZqSmP4stsIjYqG7UkDyA3QwjW3hs9x14nfzZU/8ZPn+Yn4Kyr4eTMxEQHf4n/HXChE/Pw+z18rfmJIwQfEx4Bv8RcxAiXi5/t5fiJ+Yj7CF1+V+KvLk2B/fTMmDhsKif4DIN6vH8QHSGD4uFk49dAL2S3h3luTDd/nz/HC4TamDdPEynrP86c82YKR0so47pFbuyHhGX5V6Y0ZJ2wh2MLyl/j5N/PgU/x8m3kQ8bu58y3+WjMPvsRPmsBXPJt5EPGTCqolzDz4FP9XZOBZhZB7qyDToyM6t+0BBSVVaI4aBTVpcfT48Wd0FdfAbutUQVr+KU9+Bt0PnHz8T82HuuwMWMYLTsh7PxyeMwBK6+8ivl5v3NvLCyNHqOHunXuIi09ga1wuERoWztpjWVg9Y62Y3r4NE5qusUF+/yb4LZ49t4W9oxObv7B0TQmSh//LANa/z8PLmzWgFJauKUHydGN6EuYW1mxLTS5eYekaG6TcwSFvWR9EG1s7hHLMjwTJg1Si5hZWcPPw5K3cpMIjxzIw6BU/5WbOt729A3z9/AVX6ef5suKvTscfsxXQp4c4Fm6/Cd/X0UhNSUaEhzXOLNOCWKcBmLTaBMJ3jTslQmy83PfPgqrSAjgmC8afpa9x2kAa8itvILpeBe3NXPxqKiNw+dJl1i2VOMVyCm9v1sDS2OQp270UmqaJ4cH0TsyeWsDc0prJ30domiYFk4eziyseG5vCzt6JtzyJ0aiRsRlcmR6F0DRNjDpRkSDHVViaJgWTxwtXN9YIlZhl8lVuYuL52MiU9S8UmqaJQcpNzvVXIv40XNGRgbTKLNh/+NN0M0zsL4mxC28iS7CJb4R5+AWe0mdafh1YxAkmYd754sDsQVDe9ACJ9Vr+um6/l6eHYAt34hMSmRPXONvlxkLswInNNl+QySlykWVn5wi2cIdYV5O5DjJM4YsQphUkwRflFeWMwHxYe3G+yMrKhoeHN2+ejQRyrr+aMX/4g/VQl2a6908i8ddcbymC7qyG0lBVbDCMauCayyfCxJ9hvRUj5RVx0L22yqmJeoLlimKYe94Z9Z8xorP9dLafKyI3258T44VrR3Zi1+492L93P/ZvXQbNwX3RT1IVevOW4Lft67B69hSo9OuOvkN0cd6evwmWDymOe4opUipYfOUvcdTku2OntiJU5x2Fd3AATHZPw1DpuXj4Mpc9uHVQ8VPxc0XkxB9rfwFaPX5G+45d0KNLV/Ts3gt9e3RDt/bt0PGX9ujeqSM6/9IWHdu2Q/uu8lhwyEfwS/4pSXbASm097DSsf5+/Buled7F2ykiMHqmKUZrTcMQ0EMUf9Eip+Kn4uSJy4s8Nd8KFbauxes16bFxPYgM2bdiIzRs3YTPz75+f16/D2g2/4aZVrOCXLUBNNSorKlBZVb9Nr6WiOBuxkZFIzhG2vo+Kn4qfO3SRz1cKFT8VP1eo+BlyowPg9NQID+/cwu3bd3CXxK0/cOOOIRyC+LvI+ISKn4qfKyIv/lSvWzDQGo4hvQTj/rbt0akdE21+xDe/DIDuXv5upfEJFT8VP1dEW/xV2TBaroruv3RAf/ERmDJ1BhbOm4dF8xfAYN4c6M1bhVOG/C1N5RMqfip+roi2+CuTcHGKFCRktXE3OJ85wIUoZg5yXRQVFaOUfWle64OKn4qfKyLe7S+D/4VFGKWmjaue6Sgqa8FneHmGip+KnysiP+avyXXHrnGSkJQYg6WrtuHgoRM4c/oM+/KOo6cuwdzt73+BZ2Og4qfi54qIi78SsVYHMEOuJ7q0bYOfv/8OP37zDX74LxP//j/837+6YfIm/h6Z5RMqfip+roj4hB95qk8OPbv0hrrOSuzddxhHDx/BkUOHceTAAew9eAaPHVtwkQ8HqPip+Lki4hN+ybg2Qx5SclPwOFz4SrraIrU+qPip+Lki4t3+KoQ+XIuRwzRwwjoC74uKUVZWzl78tVGBquq/WfzV2fA0v4XfTxxjy3Tq+BEcPXMfvnH5ggS1UPFT8XNFxMVfjSjzY5g1vD969ZHAsJGTMHfufCwxMMAi/XmYM38NLpj+5a/3t1D2Gr9pj4Ds8KlYtnwFVi5ZhEXrjsHubUNXASp+Kn6uiLj4i2C/bRz6dWqHzu07oUuHjoJg/t+uDb5rKw7dPX/zCr/il9g4Xh1zz78SbBBOnfhbs4dfDSOClvHw82zVHn7EwJP491EPv8/zhcVfiSQfK/xx5QquXrmG61ev4VpdXL6M81fuwsq35Z7nF0rRS6wfNwITN9yGh28QItMLBV80hBW/mjpeODuzn0kryyWqmeFNZFQ0KwJyMVRXVQtN1/ioZnsQfv4BrJcfyV94usYHySM3N4+1nUpJSWVFJixdU4LkGRsXz1YoZFEXabWFpWt8VLOVZyBT6ZGKj3t+ZB+rUcAIhPR44uMTeCt3UlIKXFzcWN3wUe5K5l/iX0h8FhvDFxZ/K6TQF+smjoSK2gRMGacBdY3ZOGr0EjkfLDRkPfyGq+Lcud/h4+sPJ2cXTvHCxRVPLazwyNCENdx0FpKmqeHo9IL1xjM1M2fydxOapilB8rCxdcBDQyNYWdvwlqeFpTWTpzHsHZhyv3AVmq4p4ej8AiamZjBmgo/8SB629rXltrR6xlu5La2e4+EjI9bLj5dyM+fb9Ik5fPz8BFfp5/nC4q9AhPVV7Nm+Fdu37cDOHSR2YtfOXdi1Yxu27jyMB/YJgrR/E1UFiA5+jcCAALz0tsOZpeMh3ncKbngmN7jvwLr3MuI3NjJmavBkJCQkcgtm3Ovt68eKi4z9haZpYsQxLSq5IIgxJslfWJomBZMHcZ21fmaDoKDXvOVJWipiXhoVHSM8TRODuCm/YMREgq99DI+MhPVzW/gHBPGWJ3Httba2RURklPA0TQziAUl6J/5Mb68xfPExv92W0ejTvg06deiMbp1IdEQn4uTTrh3adpWF/sGWc/JpFOHGmD+oJ+afd0b9AUDdmN/TowUMPJluJV+wBp7h/E2akskpMvbNzsoWbOFOCmvg6cN2X/mC2FiT4IsyZgjlyQzJUnmc6MzMzIK7uxdvczwEcq6/kjF/OcLML2Dn5vXYvHkLtm1hegAbf8XCKZqQ79MD4sqLcNv1bx7zV1eivLJOfNXIeHEOOoMGYcODgHoGo3S2n872c0fEZ/s/RSH8rq+Aisx4HLXh72A3hprcQFw/cgznzt/ErVM7oKsmC7X5J+CX3FCQVPxU/Fyh4v8UycYYN2AwtFY8arGXdgilMAyGR7djuf48LFy8GvtOPsKr1I9XH1LxU/FzRcTFX4m0ICeYPH6Ex48fw8jICEaPHuDutYvYvUQLfTr3w7gld8Df6LIp1DSY4PsQKn4qfq6I/CIfx10TIdmrK/r0EkN/MSZ690Lvzu3xy/dt0GPgGBy2ikNrfMqfip+KnysiLv5S+FxaA52xGhinOR4Tx5EYh4mTp2He8j34wyYY+a3U34OKn4qfK/yJv4Z9BuarHPNXV9euovorPtfhbh1Q8VPxc6VZ4q8sRGqkF4wMTeGaUoHKnAiY3jiHe17hIOoLC23l4i/NS0VcWAjCwiLYJa0xMTGI/SBioiLZxQ8pn3hpxpeGip+KnyvNEX/N+zDYPTiG+WoaWHzMEk6Pz2LXtq246R7Kij+8dYu/Cq8MD2CqtDjkFZShoqhUL8hnZYwYpgI1ZUXIqkzAliv8vrWWL6j4qfi50vxufzFcj+tAdvQS3PJo+CLbVt7tr4DvrU1Q79keYn0HQLx/bQzqPxASAyUgJSWLIWJ90btTO/zUQQJ6u6hvf3Oh4v+nir8Gb41XQXniYjzPFGxi+ArG/DV4nx6BIC9X5kL3ga+PH/z9XyIgIACB7ta4um0eVPr3Rtd27dGltzp23OZviSafUPFT8XOl2eKvzob5MQMoj5qB60ENH4Nu5eIXRgUS3O7ht0VTMEJqEAb2lcO0ZUdg6RGBrPf8CIFvqPip+LnSVPGXZYYj+FUA3Ez/wOM717BFeyyWnDDHi5c+CEssYNN8NeKveJeFMOfb2DxjBPp374aePQdBa+4OGLnHoKCkdXv4N1X85OENXx8fJCZ8+ilFKn4q/s+RbH0GS7TUsPrwM+QVF8Dv1q/Q1JyOo9a+yCmv1UurF3/5+yyEuj7G3vmakOjdBxLSI6G7dB8euTd8bPZLUvU+E/HRUUjOFe6y0lTxezLpyTsId23bhsrK+lM0f0HFT8X/WSoKkZqeiXelApUwn/PzslAk8Jr4Csb81Xj75CRG9+6Cdu07o08/JcxacwamDp7w8nCHm6sLXF44w9nJEY7OHngbW9ud+TspCH+OY6tmYMLY8Zg+ZzVuu8XiwyqgKeInrT7xKejZtRvUVIbD/xNmC1T8VPzCKC0rY+3T/hdfgfjL4XZxPWR++h6dunSHWF8JyEhKQKJfX/TvI/Zn9OvVHV16yWPpEV/B7/4mikJwYt5wDNZci1sPDXFkvjqklZfBOqLhAWqK+Mlk5jAFRVy5eAn6c+dh4/p1QgVeJ36+nu8mIuBb/OQiJOLn08MvISmJFT+fHn58i594+LHi59nDj4j/f3n4lTCVInn2hbzFKjT00+fyKxB/FYJNj2DOcFmoqmlgtLo6RjIiGjmCCfJvXagMg8KISdh69e+9z5/34hA0ZGSx2TyN/Vzz1hBzBvfHkiseqL/cyNPDk9ln1f9p5lHFdPHXrl6LGTo6rOCfmJpBTloaAS8/LldCYhLruUcuXr549foNwiOjBJ+4Q1opTy8fZGfnCLZwJzUtjTUuJT0VvggJCWWDL4iZB6mY03is9LKyspnhoE+jKntPdw8oyclDlek5bt6wEXa2tkxP6eNKg4i/VTv5kDF/Slw0azMV/8mIQ2x8IjLz+XM2bQxvLizCSJmJMIkRSD3PC/tmiGH41odIqjdUJ5N3w5WUsX/vPlhaWMDE2Jj9N4lpxepDjCTJSTM2NGQ/k1p+5rRpmDRhAh4z254+eQIzU1M8MTPDlctXcOTgYXa7GVNJkO3NDzN2n04xrcXZ02fY/IWna3yQPB7cu4fDBw7ixrXrf+47lyB5Xrt6FYeZchs+esRs415uUxMTnDl1mmkpT/NW7ocPHjD7eAjXeCz3jevXcYg5lo8ePoTZ/9hP86cWWDB/ATtvREJ2qBSmTJzENCyrcfnCBbg4OzOVSRZevwlmeppB7LX2v/gi4m/NuB+YDVXFBXBIFnRBS17h1EIpyK28geh69VARMwbcvXMXFGXloKmhAc1RGuwJWWxg0KAbt3b1GkzT1ma2/TWus7N5jtFq6lAbPgJjmN+NGTmK+XcU0wsayQ4lRgs+s9ubG4LfazB/hwTn/EiQfWT+HaWmBg1mX//cdy7B5Eny+jrKzeTJd7mZY/k/y818N2G8FlSYxqZvr97s3FH7Nr+gwy9t2SGysrwCWxEc3H8AHkyPNC+/4QtmPgUV/wf4HpkDdXld2CYKBFwUgKPzh0Bh7R3EfTAkJRNUZNyWnp6O3Nxc2D5/DpmhQ2FmYsp+/5Lp2isrKMDUyIj9XJ/37wvY39WPDBIZGR9t5xIkv5bIU9h2LkHL/enIzMxk3xewUF+ffZHtoP4DMGHceOzYuo3pNRgyIg7Gu3f5bKPTlKETFf8HxD34Faqy6rj8RmDXme6AzRq9MfGwFbI/sO/+kPKyMqxjumGzZsxkTsZ7bNm0CTqTJjG9BOHe/xRKYzE1NmXnmMjbrB4xQ5CMjHrrepsJFf8HVMQZQn/EYGjvt0ZeWRHCHm7CsH5qOGHbOFMRH29vDFdWxvq166HGnKynpiaCbyiU5kHugtja2MLO1g41+B8tUBOg4v+IIvjf2gYtOXlMmTYZo5XkobfHDImNbLxJ609a/P/8f//CXL1ZeF9IW31K64SKXxjkxR3+dnh05w6eOPojs7hpt6D8fHygoTYSz6ytUF0QA4fHN3D68GEc+f0eXkRmNVjFWJEXCbu7Z3H0yCk8fhGG9/W/LEuF//PrOHb4GC6bvkTGB0sDylJfwuruaRw7dAgX7logMKWJd0ZqSpAa7ISHl87gyKETOG/oiJj39ctag4xgB9w6cxgnzt+DZ0zDBVelKT4wvXEch45fh3VARoM2qSDGBQ8uHcXRw8fxx1MPJDQoWNMozQiB3aNrOEWO4fkHcI3ObngMcyNgc4ccw9Mwcg1vcEuWpSoXgQ7GeOr2GoX1i1ddgGAnE5w+chjXHjxHPAfbqJqyTLxxNsGVk0dx6OgFPHgRggZHq6YAIfb3cZb5Wxcf2iOm4MPjUYW0YEeYmNsgKrfuRNfgfVIALO9cxsnDR3Hsign8koULtTlQ8bcA5D59Tk4uKiuL8Pr2BsyYOhPLlq3A7IlqkFPQxQX7aFYoNfnBuLhCEwqq2pg3ayo0FNWw+bY/2PsClckwPzgHIxQ0MG/uLIxWGYG5+y2QJbg+81+ZYfXkEVDRnAaDuXMxa9FaXA1o2oVRkxGIa+snY9LMJfh1yXyMG6YEzVmH4Z1J/kgN0j1vYr6GPNQnz8VcreFQ01oBk5BaaZXHPMO2qSMwcux0zJs+limDHlOuRFaUuT5XYaCpDLWx07B03ixMUJDChE038aagOeIqRcD11Zimo1t7DCeoQk5pFi45xtYew9zXOL9sNBTUdDBPbwpGKY7EtnsBghWZ1SjJCcWd3QugJNYDamuN8Gf9WPMOXlfWYazUMMzUnQdtpeHQXnoZb5vpHVPgcxvrZ0+A3vwVWDJXG8rSalh8yBzp7O3hYnhdWwMNZVVM1ZuHKSqy0F59FSGCCqCqLB9+JqcwXaYX+o1aBdNgwUrH8hw4nVoI7alzsXL5MszQVIGS+lIYflDRNhcq/hamKCsJWe+K2EUipekvsGOKJAbPu4GE4mrEWW6E1NCx2G+djtLSLJhumsxUDkvhmlmKLP/rmNRPFmsueLJ3Fd5cmQ9FudG4GFjGNHUxuLZqFBS0d8ErtXaBSEVZKcqqmta6Vpe9R25mCvJKylBeXopE+30YNkQOy+8nMpVPLK6uVMFArf3wTitFabIDVisNwZRNpiiqLoPjfj3IDJ4Li/AClOW/wbmZElDUP4nw8grYbJgAGdmlcGHXw1TC9/oK9O8yEbc8mjFJVVOFQnIM3wuOYaojNk8ahKELbiO5pBrRT9ZiyNDxOGKbyRynDBivnwB55WVwTiUVTTHcb27HzAk60JBXwIjF91B3E6ci/ClWD+uHKfvMkVFahmT7Qxg+mKl8H9ZWzE2loiATmTnZKCotR3lJGp4dmYxesnNwP5hUshZYoD4U43fa4R3zt2ItD0FDTBF7TEPZeaT3YcZYozMJkzQ1IKG4GI9eCcRfVY53mUnILixhF4iVRBljoZo4VDcyjQAPi0Cp+P9OaiJweqEMBs25iujcIthsVIWy9ib4Ci7IfKf90FSQxyHHMHje0MfAYfp4FFp7KVYlmGC6sjIWXgxF+ZvHMFAbh4OPQ5CTFoXY1BxeWoLyt1cwRk4Gix+moCbOBmuU+mDuWUdBNzofz3eMgPTUbfBJCMKxOVJQXPkQKWxjXgG/28swQHo+jN8UIuKPFVCUncG0zvHIz86A2U5dyKlthl0sD8t3q0NxbJ4UJOffRFzeO1ivVcEwna0IEOgl1/43jJaXxV6n2hWa2fGxSEwIwOll2hgx/xYS2GNdg8gn+6EiNg7nnQTPKOQGYZeqNLTX3Af3tYuVCLytDzHZmbgTzvQKrHdgjJQyzvoKTOiz3LF7Qm+M2WWEdObE1RRnITYsFK6Gu6EgtwAP68T/IYXu2DBJEkprzJBJxf91keV8CpoDJbDi/msUV2bh+jRFjF/wO+oe8q0IvYppo2Sx8rYrrA6OhtTUdXARXIk1+T5YM1INejttEGd/DlOk1DFVdx1WMV1N7bEzsP28OaI4Hf4CWO2YAEnFObBMq0KR313MFpfCTsPXgrscRfC5Mg2SWr/CzMUKO3WYVvO0/Z/j2qhnR6DQbzLO2DE7XB6LmxsmYdAgNUzVmgA1JW2cfh7LVBHcybA/Bo0BklhtGIKS8jRc0ZHDhEUXUfe4TVnwJUxRHYolj+q/nzANvy8ch+FE/KyuyuF181cMGrIIRkGCmrc4AX/MloPmgpOIqd3SbKpzfLFrrASUDc4jjil06PnFUJeeDvMYweRvCdNTWjwYMsuvIFLw5wmvDbdB9pPir0ak4SYoDVTA3udxvBxLKv6/iXdRz7B2tAxG619AVAFT3Vcm4Pxk5sJdfBmpgjSVkXegq6GAZded8PS3UZCevhnuebXf1RQEYNNodejusESw/VmM79AOStM24eETKxgdXgr53vJYe/1lMy+KUrx6vAMakirY+kcQK/Y8t2vQHci0oCYhtUmYUbT/H3MwZPxKGNmZYevkAZh2zulP8cfanIBK/4mM+HNRmeKNM8vHYtwEfWzU18EIeRUsPGmDmMYtPPskBRFWWDVSGpoLryD2HTPEKYvBWS0ZTFp2DXXPGJaH/4Fp6tJYdK/+uv4knGsg/jK4X1uBwXLL8DRU0BspTsStefLQnHcU0bVbmkdZPB5smQx5xfl4HJDLbvI7vgBqsnp4FiuYUCgPw4XlcpBZfAkRf84xML2FR58Wf3rAXcxVkML0jUbIKGna8O5TUPH/DbyLssPWsbJQnbID7sx4nqU8GXfnymPUrAOIEJzL0pdnMGGEPLaYvYTjWR0MHLsCFoImrSbbEfOHj8C8Y56It7uAMX2UccSaGZsTqqJxWF0Cmvrn/mwBGw8jfNP90BokhcWnbFB7uZKFjfdgMHgA1t72EVQohXA9NR6SkzbA/rUr9jFjfNXfLJHFfleNYNNtGCwxGw/dImGxazoGj9gC56gCVBflwPvyrxjWWwEHLaOa3WIVRDzHZk0ZqE37DV7ZAsGWxuPWLBlozDnyp2CL/U5g3DBprLeIE2whfCj+GgTe3w6p/ky33FdQI72LxHHNoZi49PKfFUmTYYRvtGsGlIdq4ZxzAjv5SQi7vgKjho7B/VBBVfn+JY7MGohh6+8g/s8D8mnxp/k/xFLlwRi3+CxC6h7e5wEq/halCtlvzLCZac1HT94Gp4T6l34hvM5MxmDVOTCKr90Sem0xVJgLxzAqC9E2e6EwaBxO2tWOE/M9j0BNXgm7nXKYrq0R5ssrYts9wSOrOcx4dbg4tJZdb9KFW12RD5/bOzCRaeGXHLJgx5911GS6Yc+U/hix4R7Yh1gronFpxlCozf8dyZWZuL9KA0PHH0Ywq508mO8dA3GtrfBOisTJGcqQnnoN7JwbQ9Wr+5jTvweWXnP/yBfhf1JThcxXJtigLo8xOjvgUv/pKryD+0ktSKrrw0zwPFXw5YUYJjUe9+qExlJP/IIdyPG4jukDhmDrg9fs54pIE0wfrAj9Ey8Fw5ymUfEuFPc3TIPqEC2cto5skMd735OYqDAYvxrXDkUqQh5hgVR/LLrkWu+170LEX1OJRLcbWCwvjUnMcCQwl58Wvw4q/pakNAwHNSXQra04lu3+Hbdu3sTVixdw5ZEHMstq8D7qKZYOl4XWkiMwMzyD+WqyGLvaEKlkEijDByemyUJtwkbcvXcf27SHYRTT6rF38ypj8Wj7WEgP18e5mya4sUEPUnKTcMDyr9amMSS7X8fYn/6LQcozcfjCLdy+fhkXLt6EmSu5ZVcE/9sbMGKwKjafvYN7RxdBWXoc9prWjohTbY9iuqwsDLZeg+HvuzFBSh6rfndhxF0JnzNLMGqQLBbvuAtrk/vYM0sTQ2X1cd8vrUn7x1Icgr2jBqBre0ms+O38X8fQ0BPZ5Yz8I0ywSEUWE5cfh9mj05inKovx64yQ2mBuMQHHZqpg6PQriKt7vqo4Crc3aEJadQHO3zDC2YWqkNNaAdMY4S5Ln6cUDscN0P///x5jZm/BpRu3cfPyeZy7agKfKKZfXxONP37VgqL6fFx9dBdHDUZCauQ6WIX+2ednqIT/nbXo138GbgtmLysyPLBqaBd076WMTUeu4vbN67h88RL+eBKAPB78Xqj4W5KSWNzfsx5LFizEsiVLsGShAQz058Jgyz2EZZFmtgYJLrewVX8adLR1sHzXJQRk/NXlywt7hsOr5kB78lTMXXkUNm//GjSXJ/rg2tYlmD55CqbPWYJzxr5o6pA6/bU19i7Ux+IlS7Fs8SIsXqCPufNW4sAfgrmDsmTYXd6G+VMmQmfGfBy57/LnsIDM/r80PYFlelMxSXsONp+2QN2QlgxpXvyxFwazpmKqjg7mLt+EO+6RTW/1CYxI7+5ayxxDg7+O4by5WLTtISLYnalC/Iub2Dxvau0x3H0FgZkfKiMblr/vw7azjqj/VVm8J65sWYTpk7Qxc8EG3PdIaXrlxFIMP8NzWD1nLpYwx3KpgQEWz58DPYO9MPao7YtVJDN/a6sBZkyaCF2DTTD0/nC5eBViXO9iw8ZzcCWzhAwV2a9waf0KLDZYzJyfxUzZF2LBvPn49YAFUoq49wKo+FsF1Sgp+fRouLS04pMXZWVFKXi4gfZ5yN/4ZINYieJP7noJist5aKIaRRWKP3MMP0dlRRn+rr0sLyn9QPRfDip+CkVEoeKnUEQUKn4KRUSh4qdQRBQqfgpFRKHip1BEFCp+CkVEoeKnUEQUKn6RoJr1FiSmIOXlFaiqbsTqsPeJcDe/gVMX7iEgWfBoYYtSjcy3z3HpwmUYOgQIWa1Yg8qKcpRXMPv/id2vqapARXkZKqv5e/jlnwwV/z+aGrxPfQWrK3uweM4sTNaagNmzF+G3K67I/F/LAlNfYP+sgfi5rTKuuEY1c9lrU6hAyIMF6N2xB7SWnfv4mfrqIgTbXMXmJYux6cAdvEpvWIC8kGc4t8kAv+44C99U4RczpSFU/P9gSlNcsFlHHl06doVYPxmoq6lDRVoKirqXEUWeh/8cKU7YM6MPvvtBDhdfRAo2tiQVCL43F93adMLYRaeFPlOf6nMPsyQ74qfvxbD0ojPe1zXwpbG4t2E0Ov6rDUb8ekeIOSZFGFT8/1gq8ebmIoh37gAxWR0cMXRHRHQsQnzcYOMeifcfLIOvLslFYlw8ElKzUULW8ae6YJ9uP/z4sxKu+xK7kVJkJ0QhOe9Tj+dUIi89ETHxycj7zBunq0tykBAXh6SMd0xHvz5My39fHz3bdcX4JWeFu+lU58D+zCJItPsePRXn4ml07R+Kf34U47v9Bx1k9WEYVOswQCjMSUVsTMwn3/dYlJeB6NgYxCalo6jBswtVKCt9h3zmemY3l+cjLjEFBSX/rOEEFf8/liI4bh+NPm1+gdK03/DJl1WXZsDz/ilsMNDD5HFjMGaiPg4+jEJVphcO6PVHG6bbf+zsRZzetQK64zUwRW8lThn7/+kiTMgPd8etg6swV0cLY8dOwtxF6/G7kRvS6ntSlGXB1+QstiyegQljx2Kyzhxs2HcJLuF1jnmNED8Decz1tylS6PhdR2jvsURWZgDO6Erg+x8GYuFZZ7CzE7khMDuzBYtmToKmxmjMnLUIxx+Qx6jZLFCdFwe7C1ugr6uDMaM1ME5rCpauP4gnfnWv387As2t7sGT+ZphYPcfptfqYtHALLML/rsd//h6o+P+xVOHt3eWQ6tYBPcXkMO3XE3joGldrC15HRQZeXP0Vcl3a4adv+2LM2JmYOXUGNl57i+osLxycJY527ftCedBgRtS6mD5WDb2//Q4dB8/Bbe/aV1UXRllinZY8uv7YERIK07FQbzJkuv+Cjj3kseiANTJJD7wmFdbnVkGpS1u07yKHKdP1oTNcHJ1+aovBmpth+ZpUADUIbYT4SbkSLPdCY0BHdO+vjhVLZ2Fou/aQmrwbbumMOGsScH/jFAzq1B4y4/Sxbd2v0BrSBx26yWLr0zD2CcjqaDtsVe+JoeMWYf2G7ViqOxrdfmmHodqb4MQWKxHnFo9B5391wmhpOfT67lt0UZqBawEt/vzk3woV/z+YyrxgXP1VEwO7dkL7Nh3RV0IR05bvxJPXtRbaRWHWWCPfFt//JIUlx60Rm56LvNws5BUxzXraC+zTE8cvzO+UllxAYGoucqJccGBKX3z//SBsvOnJCKkKdlvGoNv37aAydR88EnJQkJuJUPP9GNW/AzoNmoAbEeV49/IB5kr+hJ86qOKQcQCycvKRFe+J00tV0Obf7aC1zxzpzDAk2nB+I8TPUBmP+2vGQbxTO3Tt2BEdB4zBHpMY9lHZAu8TGDWgM8RV18MhLhclhe8RabwPY/v9iN6Tf0fUO6brXvEe8ZEhiEvPx7t3hciK88BOjYHoNnAE9jsTb50UXF2tjd4/tEV/ian43cYfodEJyC6m3f6PoOJvvVQVpcLH6ASWT1aDZM9u6NS+E4aMXI0XyQWId72E0R2+Q3u5X2EW/EGrlurMjPn746efBmO3ucAMsyYZRjtV8ON/emHZBXvklcZg16hB6NhNGquuv61NQ6gIwW4tpmveRQprbwfC99EByP34X/TTPo5X9Xyxgwz3QuHn/6DnhCMITClDjIkBejVG/AwloY+gp9QP7X7uBc0l1xAl6JEHX1wExZ4dMXCoLtZv2owtW7Zhq74WpLv/hPZierBPLEFNTTmi/G1xcd8mLJk3F7NnzMCYfj3RTVwd20xI05+Kq6smoceP7aG6xqR2KPEPhIpfRKgpJ2+FOQEtqd5o33kAVj0IxFu73zGszffoOmob7KM+aNVY8ddO+F10Esz2VyXB5OBo/PhfIn4H5BQHY43KILTvoYh192Jr0xBqonFYWx4dOkpjxUknuN7YikHffYcBuhcR+pcVEEKeHIVqu2/Qcfhe+MSVINas8eJHRQQOT5ZBx85DseBUkGAj4HdsLhR7tEe/waOgM1GbfW+99sTJ0J6kDb3ZW+GTkoU3T/dAVawnJGVUoTPbAGvWrsNsaTGm5VfDViPivJOKK4z4e/7cEbpX/NDQTvOfAxX/P5iqincoqj9HleeAteMlmXF8L+jfDEKa933o9fkeP/Uaj1PPBU7AdaQ6CcSviMsuUbXbKpNgfEAg/vP2yK/KxeVpUujwSx9M2mj2ZwtZFWOC2bK90aGnAnbbJSPK6iTGdP4v2ksuhNHbOinlwfyQHnp/8y2kDC4h8l0VYo0XNF78peE4MqlW/PPriT/20XrI9+qEoVoHEFivomG6QMxwpgQVGeG4PrMPvmurjG23wwVfRuLExEHo3HsYNj0gTqB14u8E3Zsvm2c/9hVAxf+PpQZZAVexccM2HD97BTcuXcKBJRMg3aMtOvZSxzn/AlTlheHafEZA/2kLuYlLcOTaPdy6dhP3LF/hXaobDugy4/sfFXCpnviN9mvg+3/3xOKzNiCXTILJNgzv+At6iGtg3YnreHzrKn6bPRy92reB5KRtcCeXRIYPjkwdgg7fdIH6/B24ffsW7h5dAy3Jdvixixy2Gr9hW9fIh/PQ/ZfOGLf4TCPEH4ZDE6XRvuMQ6J8IFGxkdjHDCWvV+qFTFwno77kKy2d2sH5iggsHNuOkfQSK8uLwh15vfN9hMGZvvMB8b40bO2djaNf2aNtTBWuvk7+chiu/TmS6/R0w87o/Ff/noOJvncQ/XQ3xNt/i2/8w490ff8SP3/yC3jLa2HzNFTnsEL8aORH2OKg/Cr3bMj2An9qjzbftITP1PGISPLF/Wk/8+79SOO8s6PZXJsJwjyr+/X+dsOCkVW1LX5ENjz92QXtIV7T7oQ16tvsJv/zQDSPn7IXFmwx2Eo78nYy3tjiqrwqxNj+gU9t26Pjt9+g+cCx23HRFKvsG3yoE39FDx+/bQmPByf/94ozSUOwfK4Gf2gzErKMvBRsJFUjxeID14+XQ4/s2EBPrj37dO+PHn/pj8e1XqKquQMKLi5gp15fZjw7o3Ucc8sNnY+3EoWjfVQ4LT4UxeaTh0rKx6Pjfn6Fz1ZeK/3NQ8bdOyvIS8dbfA8/MjPHA0BQWL3wQFJWKD88SSffGzwFPzYxgauGIoOgMlJa9R0pUEPz8g5H+TtBVrylHTnIo/HwDEZOWV7sAhqUEaVGv4WpjgadPreDmE4zErI9vi5UzfyfExwXWpsZ47uiBN+Ep9YRVg+KsaAT6ByAsJu1/j7OrS5AS/gYvX75GdGp9C+xa3qfGIsjLEeaP7+KxGbNPLyOQVlA3BqpERnggbJ6Y4ondC4TEZaEoNRJBQcGISSV7VIGMuHBmX14iMrPwg8VI/xyo+CkUEYWKn0IRUaj4KRQRhYqfQhFRqPgpFBGFip9CEVGo+CkUEYUX8Zs/eYrzv//+N1g9USgUviBGJ5s3bOQm/qeM+BfNX4inZmZwdnKCk6MjDRo0WnU44QLTYOvPmYvCT/TYGyX+kOAQbN2wCVuYWmTvb7/ht127adCg0Ypjz+7fsHbVGvx+9hwqKoW/f71R4if9/Uomg5KSEhQXl6CEBg0arTqITstKy1D9GZvzxomfQqH846Dip1BEFCp+CkVEoeKnUEQUKn4KRUSh4qdQRBQqfgpFRKHip1BEEuD/AffNLc0B134wAAAAAElFTkSuQmCC)
About how many male math teachers were there in 2006?
![](data:image/png;base64,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)
The following graph shows ______________ type of association.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAPAAAADWCAMAAADYfv+LAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAClUExURf///wAAAPf390JCQoyMjL29vd7e3iEhIRAQEJycnK2trTExMf//9+/v71JSUmNjY3Nzc//3/87Ozv/39//v7//n5//n3qUhKbUhIa0hIf/3770YGN4QCOcICKUhIf8AAPcAAN4QEKUpIf/v994ICKUpKf/e3v/n7//e57UhGL0YIdYQEO8ICMYYGMYYELUYId4IEMYQGM4QEM4YELUYGP/W1gAAABZJGHMAAAA3dFJOU////////////////////////////////////////////////////////////////////////wAQWZ2LAAAACXBIWXMAABcRAAAXEQHKJvM/AAAP0ElEQVR4Xu2dbW/iuhaFE5GSUJS2QhEakoqhCoqgH9o5KPf//7W71radOCG0005CHWCdw+C8FPnx9svetgleT/J9nbgS+ZBOXoeuDZi8V0V8bcCK93qINS6kT1y6CGpeV6OrgqVuwJeuG/Cl6wZ86boBX7puwJeuG/Cl6wZ86boBX7puwJeuG7CzmugZ1sC/02eO9cElo1FZ+E4yG0zloEuXCQwqP4iiYBZFMx7fh34oCcD4AQrEj/DvKY0UOJze+SHQYp4MvIU2Ld/uw2kc3cthl0YKDIsSjq/JI849PfCKHNPawVwOuzRSYA3LV4QXTMwr1Tl1Y6fGD6z67msCZnuNkVCXvBA91iyUwy6NH/hpvvAWc92GAX8XTadSzbs1fmAvCP3oCd019MhhaRbx31MaFXAfugFfuq4cOE/zNMF7qg4vUTZwkidJkRD4gmUB595yna3el8n4DawGqU5ZwEny33a7OWSu2lg8yGhyCiZWJAwW6XuZ4LGtGjhJ1s+/oefSUWLxMqbziTpqa/ogJHcIpGb+Au9TEzM2ZVm4KLcE3q6SXJ9xSyr/9LaYknc4WeFCLgY6fnhgsPj44D08wenUZYPbotmjP5e6UQOnyS8Ab35vy8TNNtwBHC7iBxP6Kr9TvOj7UG65j3iGt8WB/+jNWRYWcJ7sn8H7+3ntsoWnE4QJFTBaqeKEVEJuQtLcIudmSMbeTAxuVek8yZ632z/ZkrwOGlk6LZ8kFbBFpROdwHeSVNMgVpVmt7VarZ0diIUlfkQ9NTQ2lU5IdIykBIr6kgFuW9hLgAzHw9lhicCSdaZm+t1Q6cQjGyp6LnZa6LtEJ4EVcbFzeViSrIcTb8GMdwCrYQmE0WJhpgEMcKtKS0+FWl1m6wLo7kkBT/G2mPvhCQvT8ZiL4xHqyeoa+NjCXlJkWygrLjd6aAGXWwxMGzhb+sTlqQX8tiHw5u1qgDMB/p056mz1oM4qDXdan7g8GWCMSHA90mV22G5fskKdHIM+CH2NGrcoYOAWy52Mw2X2CmfLTW+6Dwlw6hXrcr/e0cjJMlnyQp4mqbNe5reVKuAkeZPhF4D0qNWVHdBT03cpi19CT0ZguFcq9K8Dw8RbrssSdftzG4+oFEgnFl7quY69GY0ST7tcFfDFDFPKwnsCb7bv6J2VjWub1yZO0Kj5Pm521YZXW851vKxzTYPOWgG/18AIpHQcNVpiZlws7C2zF1WBNVCCIkAJyPyW7q/Q0LPS0TjqKxILA3C9X60s+0mV3nB+i0dQbuIoqfMtG5uubgxSwCCGs1ENQmLzPxva3Fg01U6niaNgcZkdUUcjkgZGLW6YKcmT9Zo2N2eT/1QchSIQA6dFmWVlgcuqlFo2d1cVcC1Jw7RL24CIo9CmGUfJ9STJUOe3bxjHRoOqpIGVbCOzMiteVQCNOIquygb2Pqx3PByTGsCUeNPHbTNZvqIjN3FUXrzKyI0afnSn42oDw8cqt4fSQlZmT9Gosz38ELF3umON3vzevsqs/Zh0BBzvUVm3pRURo2rnwMyXSVGdTdZ/0Ilt4ImNrAkfA9PF2lhzHvRCWMmRrGsvYsdsi7uy8QXOCrg2U3KgSwkWsw+ALta6XC9zc0KrWB2y1Qinc48sLC7lbw4/opxtuhE3KaGe4/8Gb33gcjG0gdmE2TgNcNqImz4ncb6KN4GRXWnEehcA+QoNbM3NfwDlsm2V2hbOERkeDlk1uYO4iT4lgZO/MZ8hdtbSbWAiItCv82u2uui4qb5gI7lv2ErHwE2hkzaxso6M28JZjFIIndJWP+6mTgPrzKOOr9879wVUdOBV3hkPXGf+wMIm60A+aV65i7y1d+Y4sQ3clVXyMFbmtVMo5OVQNooVqYaFu4jQN4PDviJTHfSujcQ7Q1cO7+x0qbiizzot4C2TnW26pCjfsrLQp8i3E+9MJge0HKb+BBjRIj1pawxOlggbpMFWVOmKVdryTVy28klgybREx9vtc7Y0LDLXAdVT9LhRdVorWYRzXZ9ZWLkdVtxbMPSnOZdVM0YnDu+sXKr40WXzQqeBU9Ri2pPNs16BQAuWVYrNypoiwMAE14O8jtNCH1sYplOe9N7gIXo6sEofulyRMehjYOLJgLM2fRYG5Wyz/Q1XU4w5PuhPLIwx9rBBp6Um74Q65VzHfrRb1z7ptDjBo3fYVr5lLg32lKtp62/uObc+AZZACNJHdkQE68PjUkvGp+VcRfgMWMAk2+i1U/hcO8OQF2X2xoBBHeNfJlw0akOfA9dS85d6gY2rS/A/ZD3NSBeFCL2bHqrc0gfAFYniUF7X5pAteczJPQmROocnZWtZs3HN5J+2Yf0OGSdEELnR2Hhc+jqrft2k01S8cPikbiH/fZVOzF6fdxmi6HHZq0v8miZXyKU6SHuv57NVFXFDHwPbOc259QWMm5LVNElW8LjE3tqCaOHlGtbXNm7MZzukL1iYCOJ1KSOa1SVVKEm6YwvnLhg5IfuAePd77JJ9/xZYGRGR8Hb7Uupqm+/2WSYhhCKkRVHFtcW5D0gsXFaRpRv6ewvLvo+9mb8EJBKmzWqLErhUFkV9kMCSe7+c0heASYGRpnv+sraoabO7DF44O63RWhhU+O+UwXQLfzE7u+B2OPk9ty8Bf6A8rSyKItG1mq62rvJUyhnun97c9V1gcLRsXcdVWtw7oNApJtQKRdwmtspkeH0V+IPM0aISPjU96PovklitUNhWP7u+Z2Hm+Kgxw3mGURk0ntiCyslN+ir1UvMPkP+zhZsn8nx52oOOpR8HcUdxnOoLe9e/dFoWq0rm6JbgnMiTInDGLgsCyf4R/G/2a1b/nlPfsTBaanFiLRiDE6Hgb5kT9E50WraA4WK9JPMDxF+3MHDLw1vZWG/SVTKtvj2BrpiHnB8qaldFvDG9f6Sls4F/o0qjr0W22y5FKuF+0fS3uAmZcyQKh0X1fDj8j1NhbWaHgcVMVV9bGY9rillRrJ9Ra7W/ZeZI3mhuESxeFIctK0CzuM6nrwOzryWUvRqc5lxTROssCrzT3xIT1hFUhZezvDgVpo9pdvYIZ+P/hoXZ8wDjLa7t6y25QgHiFWws/pbwChyKZl8Dq1MbnNLHbPb0vs5Vp78GzFyZvXrWTjWg6RmuDF1Utd06Xao5km25q3CsvZxK4BXvy/q0QfUNC5u+Vh9TsqbIyvsqLoe+hC5LiuFFzZGIrL2c8u0BfNhR8Q2qr1sYlXB14CYlRSG1Ok9WZv90Vct5tzz7hRFU3blZuwX4AbpH6PS+BtHXLYxMU5JdI6Kx03rVNVPjJeluvfrFFl3dLJ0W64c+o6p4vXt3cH0H2MhGzotfnOGyT0GMENXm8koIEWUvpykT6RGUxc+ifwFuypi9wcz2bFVyiK6mZXKGyKjQlcVFrWLrVf0Bt5RLYPy56KjC4roEdOEMSDwUMCrzbgl/uzLvKQZl8SFt2tQwwKjJ8bpcreudPkpAa64p43KbdWD2YYBTr+BTBV6qb72Yqlp9Y9GWhTgwLTQQsHY5jBetOZLklW5VtjQnjvl4plUe/apfYAOgfCxxGfUZiqtT3PKEWOqT7uy4IHrTMBZOkr14kNs95wlM9qsFV2tN2RZauPLDB+TtHViRyPY1qdINMuNxo063pG5TLfwT6/+jhrEwjJX94abUxoCDKv2iPW4Fxf666rLTZAf3dPDAaTBga6XRKPWW6LQ2fxhMqFBJZrz0Vbb7RnEMo4GAuY6kt7TYDZIe98FsS2WhrN/XGJj1YRVTd7bwntQ/sAHkKsSxQGlcTrVnQM9h44raJsOQyy6jvjWAhWvij2WGLvMVML1r5HmMVbqLtf2kLzVzUvdSqbfL/siukSFr9GBtuKkuBPtpMPpUsWILH7JCnwu4S8b9rJ8GI4GT+Zaneusf/szA8isDarYDeDLjVc2OtcRbB2jM5wUmQzXycliSGS912BR7890QrfmswGmOKLmsRl6hOlpmkuKQ70vtcWfvodM5gWVBZrutRl7WavzHK3JYd27V96X6r9RntbDupszIeyTiK2a1ra01z92LzgmcLFdwLDgQVcuJtmRpUZlUrWTUQ5apAT3ovBbms/fgaugdmmjAViPlgxarZ7Il73oZbofLPeKe2cKqStN5xBHCi+p75USiVaFXFgbu/MOiee5/p+ZZgTHyHjZbhoe0m961ZXbbclmNzVZmhfjkAbWvr1fzQuet0hx5+cgmObABUQBJxkrMJ1bpbz3KE9t4Z686K7AgQyqpv1d+0FD1s6151B1P96BzA3vaWUaXJaHDpgbWFjd7A2jnvuszdGZgS2qluF4KTwo+k+1QP9t6AFrofMBH+Zd4+LnetYXwKXtdad9rMP2chfMk2ctOAjlicaDNFnykxFDGFf0csHTFwLUMOrR1qR8E/hndgB1T7/lzH7jnDDpfpfkjWjrZi0YB3Gcm1eeNQDq//yz9ce5L5/fydWW4Clgnr0JXhktgnbjppptuuummm2666aaL0F/8fubFaOYHOvWp1E9CV3qUv5wz3oOC1lVnNfcjnWqqw+gtJPkBd0r9+HUwlQPXNfXv/AXe/SD0g1noy+90BzAYz6mf9OalEPfQjLzqBRET1aEGxt2ND7kP/cj86rdDCkIvesK7H8X3fghUWPY+iuMI5jPA4SJ+CHmPsjAuT81lUQ1sfcgdiuOuusUdhYH3xDpNq7COMotzWG4GQqYJjEsLMuns40+82bw6tIGtD5nwB/yf5IfcXdI98rowebRfhNDv5lAS+s1cFtXAOGNeERvKXXf/8IN6lB72oc6nef0zsHywcxM6sfS0M7Q5O68haibatqRnx8D2ZVE3MK/G5hZXFEhWY7Q9O5930XQa4T2coLrbwCyd+rIgyYku4Cd07Iu5a204ZAfteeiD7byiHGRAWcz90Law8jSqy3Ir1QnszSJff/xNN900Wl1WGHZNQeU16KQ9R2Xo+CHyIx3ldUoNtlWUL+eU1BWRlXRdj3P6QwxsTqhiUd6FJSvgH0nsTwnPPWIaP5grU8NBkvhYRf21VZVzGYTBYuKH/Cv8aTU1UCcf8SntonFJvjGuD+94ITH7QgX/OGbU37QwfMo4ekKhMA3K+iadDObTOHQZmA7vA2ukGBIx0ATmDRguApqMLWCcDWKdBmV9k07SyXbawl58P5v4OlqSHOOd0xs81ixKBtKLg0mk09ZNOmnOOKs7GVOeVE4lx6KPgCfzGedJmLZu0klzxllxFkpMKolgIhZm2G6xKFXAeJm0dZNOcjpMisNVBeiFvDvErT5yfI/XUxhPJ3rKR1jQNkUVcDSbSreEdHVTleSMptOdljcLfX8Cs/hPGFYI96SHJc1igv4a+C6MpnNVJOYmKxlE/qPTwEYyG//vWqDDd2+qsku0UA96nMfxOCZ2egL2MMb9Da/n/R9FHYeYO4gI0wAAAABJRU5ErkJggg==)
The following graph shows ______________ type of association.
![](data:image/png;base64,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)
The following graph shows ______________ type of association.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAATwAAADhCAYAAABV0glDAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAAFxEAABcRAcom8z8AAFtGSURBVHhe7X0HeFTXmfY++/zb+2az2c0mm81mk82m7iabxLvxJo4d94JxNwab3jsYMNiAMRgb04xppncJ1CUk1CmSqKKDBEK9a3rvM+9/3iONI2NVkIaZ0Xmf3CDfuXfm3lPe87Xzfb/n9/txJ4eCgoJCpCFiCc/pdKK+vh7V1dUwGAxtZwGfz4eGhgZUVVXBZDLJ/1ZQUFAgIpbwrFYrLly4gB07dmD37t2oqamR571eL8rKypCcnIz9+/ejpKREnldQUFCIWMLzeDyoqKjA+PHjcd9990niM5vN8jO73Y5PP/0UDzzwALZs2SLPKSgoKES0Dc9ms2HTpk0YNGgQXn75ZSQlJcFisUh1du3atRgxYgQSExPbrlZQUBjoiHinBUkvJycHP/vZzzBlyhRUVlZKEly4cKFUZx0OR9uVCgoKAx0RT3hEaWmpVGsnTZok/x43bhxef/11aedTUFBQCCIqCO/8+fP49a9/jVdffRVZWVlYunQpPvzwQxiNxrYrFBQUFKKE8C5duoSf/vSn+P73v4/t27dL721TU5MKSVFQUPgcokal/c53voMf/vCHKCoqgtvtbvtEQUFB4XeIeMK7ceMGNm7ciKeeegqLFi2Cy+Vq+0RBQUHh84howuNzLF68GA8++CB27dold1goKCgodIaIIrxAIIDGxkbpmFi1ahVWrlyJ6dOn4/3331dkp6Cg0C0iivD4u4ytY7zdt7/9bTz++OMysJhEqKCgoNAdIk7CY8IAxtv96le/kh5ZnU7X9qmCgoJC14g4Gx6zpKSmpiImJkbF2SkoKPQKEem0YEYUHkHwb5If99Eq9VZBQaEzRCTh3Q6mhlqzZg327dunwlIUFBQ6RVQQ3q1bt/Doo4/KVFEq6FhBQaEzRDzhMRsKw1T+8z//Ey+99JJ0Yii1VkFBoSNEPOEdOnRIemz/4i/+Qib8zM7OlrY8BQUFhdsRsYTHxACU7tavX49/+7d/w5/92Z/JnHhbt26VQcgqcYCCgsLtiFjC02q1OHbsGPLy8rBhwwb8/Oc/l5Ie61gwCSgTgyrVVkFBoT0ilvCYEmrYsGHYuXOnzJYyfPhwufNi7969uHbtmgxTUYSnoKDQHhFHePztlpYWSWy02TFTys2bNzF27FgMGTJE2vQo5dGRodK73x24XLjqDLBdroOzrAUBvV10gFpEFCIXEUd4DDvhTgvWrGACAdalvXz5Mp588km5x5b58MaMGYNRo0ahubm57S6FO4FHZ0PTx3kof3UbGmcmwplwBWiwCNJru0BBIcIQcYTHwOK4uDisXr1aZjYmKM3913/9FyZPnizPUdJ77rnnVAaVu4C73ghr+jVoJh5Cw283QfP8LhhnpMCefBV+g7PtKgWFyELEER63kV2/fh2nTp2SiQQMBoP0zH7rW9/C888/j/z8fOnE2Lx5M0wmU9tdCr2F9UQZ9IsOwzUrHVh0Ar43s6B5cTeaF2XAW6naVSEyEXGER0cEbXOsSEb1lrUrPvroI3z961/H/fffL9XdsrIySYbt99sq9A6WvFLo5ibBM/sI8MEZYEEeWgbvROO8VHjLDW1XKShEFiKO8G4Hpbg9e/bgu9/9Lh566CGcOSMmp8Jdw1XWAvP+s9BPjIfuud0wvnYA+nFxMO8+B7/G3naVgkJkIeIJjxLfyZMn8Ytf/EKWaaSKq3D3CPj8cNfo0bj4MG49sg71w/fBvvU0AmVawBs+/a+g0BtEPOERrEvLwOPXXntN5stT6BsE/AFYL9XCkHYZlmNl8FWLxcSjyE4hchEVhHf69GnppWXyALWPVkFBoTNEDeExW8qLL76oCE9BQaFTRAXhMUTlxz/+MV544QVFeAoKCp0iKgiPcXkMSRk5cmTbGQUFBYUvIuIJj15aOi0ee+wxTJgwAWazWSUNUFBQ6BART3hHjhyR4SjcaUE73syZM3H06FHlrVVQUPgCIp7wmC2FCUD/8i//El/60pdw3333yUBk7sRQUFBQaI+IJzxuI/vkk08k0T3zzDNya1lVVZXaVqagoPAFRIXTory8XFYtY7YUBQUFhc4QUsLjZn+mbGJZxYqKii/UkKWzIfg507Tr9foeSWrFxcX46U9/Km15KumngoJCZwgp4dGbOmnSJFl7gl7VwsLCtk9aQbJjEk9+/sQTT0hVleppd1BxeAoKCj1BvxMepTaSEMlu7dq1ePnll/HII4/IDMXz5s2TyTtZS/bKlSvYtGkThg4d+tnnc+bMkTa52traLiU3fjcrllHCs9t7lsnD3WyGMacExvSrcF5pAGyetk/6F47yFhizrsOcWwpPaTNgVYXDb4fP4Yb9Sp1sI1thOXzlWtFwoemfewK3D74qPawnbsF45BrsV+vh72GCBr/TA9v5GnHfVdiKyhGoM/Z8v7O4ziPa1pRdAkP6FThutbR9EL3od8LjtXV1dVizZg3Gjx+Pw4cPo7GxURLc4MGDZSEe/r1ixQpJcgwz4fU3btyQdSvWrVsnzzHvXRAkUZZh9Hg8UuWlhBdMHsDiPTxH9ZnHF57VH0DA5YUx6RIqX9mGiic3QfduJnwnaxDoT9ITv+szO6DdUoDK57eg9tWdMK/IR+BMLWCP4sncW/j8cF1rRMvSI6h5ZQcax8XCvrEI/utiMkZjPQ1BbIEbWtg/PYWG0ftROWgzmpdnwi0IkBlrukJA3Ou83ojGt1NR+cwmNE6IhWvPOQQqDd23lVvM4xINzOtOoPrFbSh/ciM064/BZ7R3+7uRjJBIeCypuHLlShkYTPscQVKjevvOO+/IIjwLFizAww8/LIkuiKSkJJnck1Jee8JjjB1tfKxfcfHiRcTGxuKHP/yhVGlLSkpkFTNKjozHYyLQ9vBqrTCmXIJ2XhoMzPH28n7oXj8gSO8IHJT0+gleIVHac0phXJAOw0t7YXx1PwwjY2FefQzeUo0YoG0XDmBwovkqdHDEXIBxShIML++TfWScnAhn7EWgyRp1pOcX72QVJGUYHy9zDsqxMT0ZtkMX4K4Qkm0nCIg56CptgnX3WRgnJcDw4l4Yhor7pyTCFncJAUPXtmxPgwmG9SegE2OQY1En7tdPTYQp5hxcVbq2q6IPIbHhURIrKCjArl27JBGxxOKJEyektEfpjjns3n//fSmhsSAPwcSeJLKPP/5Y1p6l2hsEP6P9jzF4Bw8elMV8GIv31FNPyVq1mZmZWLJkiSRZEmJ7OIXYXjcrDrohe4FlRcDKszAPjUXV4E9hzLjWdlXfw1nSCNOqPDjnZABLCoDFx2EQA61xTCycRyuEZNN24QBGQKh27oJyOD7Ih+fNLOAdsRjMzoL+jRhYPswDKOX1RNUT1/h1NvjF4kZ1MZzhE1KWZn6arBkSmJcrxuRJeOZmwiQWYPuJsrarvoiA1wdr5nWY3smA/61seZ93diaaxPfolmYhUC1U2y7guNaAmpF7oBm0E1haCHx4GraxCWicFAurUI2jFSFzWtAGx/ARqqjz58+X5RRramrkd1H1XLx4sSy+QzIkqJoGCY91KtoTHm2CzGy8Y8cOJCcny+/8zne+I+PwSIQkSJIda1tcvXq17a5WuCo1aFiYCt3wA8DCY8B7hTAJwquhiikksP6C62YzzBuOwzFXEN4CocrOzxXSy340T4mHq7BKEZ5AwOOD53QVHKuPwzX7CAJzcuCengHDCDEJ1xwHbghJuDvCo7mjTAPP4RJ4Uq/BVypI0he+UqHvphZaQW7al/fAOytTkrxrzhGYP8iB45RYCDsBCc+WdwPm97IkQfI+9/R0NL+yB4aP8hCoNbdd2TGcQjqsE+SmFQSJd46KBfgErOMS0TRHSIhnu3cURipCRnhUbalebtu2DU8//TQGDRqEs2fPtn0quGfhwk4J73YJL1jLggW3SaIpKSlyWxnz4THchU4Ohqrwu6hOt4fP5ICtqEKugk2Dt6Ppia3Qigll+uQE3DSO9xN8BjucZ6uhX5iOpqe2ouXZHTCMi4N922n4qgyigdouHMgQ6qq/0QxH6lXopiSg5Znt0L60B6aZKXCnXQeopnWh0tJcYcu/AeuGQjjfzYVzUQ5sm4qEpHQLXiHxhSMCegccyVdhmpEMzYu7xHjcAt30RNgzS+Bt7KJYkmgHT60BtsTL0I4/hKbHt0jSNM89DGfmDSEVdO0M82ptsO4vhm5iPJpFOzc89ik0s5NhFYu+p6lrsoxkhITwaHOjJzUxMVHa1ZYuXSrDTqh2MtOJzWbD22+/LZ0YQZWWW8NYjpGe3ezsbGg0YnXvBOfOnZMp3qkS93RLmfnoTVRPPICqYbtgEGQXKBGSQD9n86XKpj94DtVj9onV9SCsguxA+52QbBR+B3eVDtoNx1ArJJDmt1KlTS/AbMvdgGpao5BQtEP3wzPziDgyYRh9EC2L0sRnjW1XhRnI3/VmOOMuy2evppq56Tg8mp6NY3e1Hs2rclA9YjeaF6TCw4WhuQfkzqFeZ5akVzP+ACpe3wnd/jNSyo5mhMRpwfi69evXY9asWVLlpCpLNZVOhokTJ0onw7vvvitj8yiZEVRbg4RHm1xLS+cucxIeA49feeUVSZ49gc/ihL20UYYA0IAbKluPR2OB/XojHEKl8DVbwt7GdC/gF5OOdXHZRq5yDfxCGunJYmQ/X4Pa0fuEmrYbgflCrXv7qDQb1E+Mhe1cddtVYQihcvt1drhutcAuSNvdYJTzpiegauuq1cv72FYBY9dS8OcgmtQnpGJHSes8cIuxGe0ICeFR/aRjgSEoJDHuoKiursaIESMwduxY6Zndv3+//DtYZpHEx8BjhrOwSE9XAcUq47EC4b7ZAv2iI9APPQDbuCRYxyfBOPIg9Euz4GbMo8KAR0hUWm4hy83NxYcffiglvfj4eGmfYwFtnqfXlaR34MAB6YjYt2+f/JchKbyONrmufjOsCI8Gcqen9YiyEIpwR0BvhyfzJqzLcqGbECdtW9b3c+HNvQXouw7TULgD0IHk8rYeETLWQ+a0YOjJhQsXsHv3bixfvlx6UOlppc2N30dSpMMhISEBq1evlsRIaa+jPbe3oz3h9dSG1y+wi44vN8ggZt+pavipKiuEDpyABgd8Z2vhirsE58GL8DKw2+BsXYgU+g4M0i/Xw3+uDv4LDUCtGOskvjBHyAiP4O4Iek7pVaXzgqpte3CHBCU9OikYp3d70HBnoAr84IMPYty4cW1nQg+fxgZH/i04t5+Fa+UJ2D46CmfqVQQazcopEWqwvWn3E30Cl2r7PgVtixYXvMV1cOwUY31NAZzriloXl+vNrZpNGCOkhEeQ1Oi1ZWhJR4ZZkiIlus4+vx1M6U6nxkMPPYThw4fLnRxBqTFkEI/pLK6HZmEGjOPi4Jx2GOZJSUK1yoEvr6w1nEJBIRpAKfqWTpDdGRimJcI+OQXWyckwzE6BI/4S0GSR8yFcEXLC62vQ3vfLX/4SX/nKV/CNb3wDzz33nNyS1tMkAn0CbwDOo+VomRgH89AY+GdnwTM9A475R+CKuQB/V/FUCgqRBKqtlxqFVFcI64QkeKYehnNCCgxjDsGx5RRQIbS2MDYfRDzh0SbITClf/vKX8bWvfU0mIKBTpKfhKX0CQXjugiroZifDOCwGzolitRODwL4wC+7U6/D3MKZKoQ/g8MJ7Qwtr7i1Ysm7CzfhKp1Jr+ww0F5Ro4NpyWkp29vFCkxkVB8NYodkIFRfVYnEP4+QDEU94tAPSufGb3/xGhr1w9wW9viF9RrGg0X5h+vgY9BPjoRsRA82IA7CsOQb/5aaIMOZGBexeBIrrYV59HHWv70XtK7tgXJkP/5VmZcvrK9Ab22SFM+kK9HNSoRt9ELpRsdDNTYUzvaTVQaRU2v4F7Xa04TH91L1CwOiE+3w9HPGXYfu0CNatJ+E6UQGYuvYwK/Qd3JU6SXD6EbEwDo1pzYYjJqTcNig+U+gjiAXce1MDR8pV2LafkYcj7Tp85aKN+3m30t0iKgiP4S1hEZZCQY7xXtwGVSdEe4siu1DCdqYK1a/ugPZZZgApAN4vgv6Vfah5fTcsUZwB5J6AxMaxXmduPfRCsgtzsiOigvDCJg4vCIr9Kug45LAVV6N65G5oX9zdmvKIhPfafnFuLyxdZB5RuAtE2FiPCsJjQDOTB9CG112Q8oCD1Q3vxQYY485Ds7MIlvwbMvNyNIL7lPl+tlXH4ZmVCc+MI7B9dAyWnFKZ0r87cB+q63Q1jAeLod8nVLWCWzK7TjjDZ3bKtPAtm4/LPvZfawIcPbRX2r1wna2BZnsRmjaKdjpT2fZB9CLiCY9xfUz6SU8t62Vw3y7PhdMz3jO4ffBdaIBt5TE0Dt2D6qc3QzM/Fa5zNQiwRkQPN6hHCljfwdNoguvAJTgnp8lwCdee8/DUG+HvqiYG24F2qTM1ML2XjcYhu1H/wnboFmfAXVwLOL3h11biefw2NxxnqtE0Ix5VD3+CxmF7YF9XAB+dNN2olwG7B95TNTAuyULNU5tR/uA6tCzPgrtG33VbRTginvDopd2yZQu+/e1vS08ts7AwlRSDmwc0qGY0mGHdcQb6sXGwjIqDbVQ8rNNTZYS8t6Q56moXOG9poPk4D6YZKfAvyIN/vvh7Vhpa1ubDceN3JQK+AAbTVhngEG1lGC/aamQcrKKtLNMFYe4thp95ErtLPBpisO8cF2ph2VgI67QU0bcJso91Yw7CsvMMAi1dh2UxrZRmaaZMpWUbkwjr6EQYJyVCv+GYzFITrYh4wuP2M+bV++pXv4qf/OQnMhCZmVjCwpZ3L0HCu6GB4b0stLy0B7452cC7BfC+mQXH+3lwHy9HwBNd4TJ0TJQP2gjNE1tlynJ8dEY6MMqf3gjT0ZttV3UAt2gHofYz0YB+eCz8bKu3j8I5PR0uoR77hdonrwkjsO8s6VdheuswAvNz5Puyj5ue3SEzKAcqu07xbr9Sj6rXdqCFbdWW4p3xdA1j9sEiVPloRcQTHqU5ZkX+5je/KXdcpKeny6poA74gNwmv2gjz+gLoxCR2TEyBZ2o6HDPFsbEInov1MpdaNMF+uR710+OgeXmvrInheTMbOiHB1E1PgPW8IK3OwGDaMi3sGwpbdwxMTIZrymEhDafBtfU0/NeFxBNm+6HZd3ZB8OaV+XDOSpcJT9nHmtf3wyj6PNDQddYgSsMN81KgG3ZAkHs+AguPSklRszQD9kt1bVdFHyKe8OikYBnH//qv/5Lbyphdheos9+QOaNDkZHfDc6IClkWZaH5pF+qe2AztzEQ4j5bBz0SRUWbDo4PBkVcO7bzDqHtsE2ofEdLefDGBC2vhNXSx1ZCLg8UFd14ZjPPS0PTCTjQO2gb93FS4KAmbna3XhBNE3zF5pz3nBponHkTtQ+vR/PIuWJdmw1NULXecdAWf1QVHQQ0c607JuiH2sUmwrTkB56X6sHfU3A0invAIemnvu+8+6aUd8La726F3wJN/C9q1+WhYchiGg+fgjebMts4ArNk3UP92CurmJ8OSU9ZK/j1AoMkCR/p1aFbnofmDLJiTLsHbEt5tRc+0dtdJ1L2VBO3H+fAWVgKmHhZ3JydmVsM+PhnGl/bCHvP5Cn/9CWdpCwyHr8DEgvRMLRUiRAXhsRgQ7Xe9SfE+oEBvrVjRvWYH/I6eZaGJZLDQutdgg1dvg7832/qEFBdwemTYDqUctlW4S8HsS9m34l0ZotLjkgHivkCjE95DJXBMSpWlSu07zsIvvqs/35nFw73VVmhWHkX5kxtQ/coOmHedg79JSOAhkKKjgvBUincFhd7B3WSGYdtpmOdkSGcHbYDWhVkwxRb3ayFux/VGaNcch3ZMHPSv7IdxyAFoxom/t5+GJwTSdNQQ3o9//OPIIDwhcTAVucyRF6osHgyp4OrP37RHb4zVPYdo24DG2lr1P7ymyBfAoj/Vw/eg5entrYXhl5+EdUx8ayHukz3chkc7IW3Bpp5Lloa0y6h8ehPMw2KB1cXSQ9z8xBZUjdgNRwjqjkQF4bWvWhbSPHi9hVeolteb4ckogS/rJgKXRQczu0R/ivIWFwI3NPAdq4D3yA34i+vEIFV2zr4GA7mZBdiTdAXe7DIEqoxhnRdOFuKeGAPN4J0ILMhDYOExWMYloOnNHhbi1jsQuNAAX84t+I5WAEzDZe5+l5Mp6zqqX90J0+sHgWVFsgh4y7PbUSOI1lnWeWXCvkJUEB49s48++igmTZrUdiYMIVZ/f2kL7DvPwvLOETiX5MK+rhD2I6XwNfdTzKAgO2dhJawbC+F4Px/2RdmwrSuAh4ZtSpnhbZ6KGPiEVOc8fgvWtcdheysDzvfyYNtyGvaTlfDbe+hACDGChbiZzqx5UGshbm1PCnFzcdbZ4T7a+r4OMY4dy8T7floEN+MVaQPsAq5qHYz7L0IzMQGNQrJrfnYHdDNTYEm5Bq+x/4WViCe8qqoqWf3sf//3f2VYSk5ODurq6uT2snACa1u44y/DMj9DZop1TkmDYWQstIsy4L7U2Pfkw++rM8EsBqJmVCzsE5PhmJQC8/QUOLedbi08rgrb9AmcF2phWJYF0/j41i1tom81w/ZDsyI7JHapOwKn8J0U4m5LAOrYXATDhHgZs2gbnwT95ATY9wkVlVmCutFY/AYvdDtOo3LYDtRMFCp06nVBlKEx70Q84W3evBnf/e538Vd/9Vcy6/H9998vd1uE204Lb4UO9q2n4JibAd/sTHFkwTBkP1qmJ8J9SqyMfd2kHHQVepjFKqx7/QBcYhL6GJw64zBcQrL0UbUNs+1SkQrbiVtomSlUwfGJ8M/Lh3dWJjTP70LT22mtRd7DFaL7e12Im17vS01wrS+CTSygnunpcIp/jWPjWlO8l+t7NK48zRa520MWpKcdMESIeMJjBbRnn31W1rP4/ve/L5OAsupZuO208DWYZWUn27x0WEcnwCYOg5ACDELC87LMXZ9LeOIL6y0yOSOTYHKfpWVEnCwuxPTc/lJNtyuxQs/gutIA80f5sExMhGV0IqxjEqAXfWtce0yqu1EFJiW4qYNTjCvzJPG+YlyZ3oiFfuwhOPZQwhPqcBiPq4gnPKqu9NLShscyjUwmEJa7LGjDu1APi5C4NOMOQT8pAeaFR+CMuwQ/1YD+gMUDV345TMtzYZieBO3Yg9C/nQ535g1AF14LQkTD6IQvvwKmpdloGRkD/RRBeh/mwX20HAFbeNrw7hjkMq0dzsxSGN49At2UBOiEOmtYkinG2i0x5sL7faPCaVFaWor/+7//w6hRo9rOhCE4UMwueE7XSEnPlXAF3sJq+GuMkOmH+gO+APzNNnjO1sGdVgLnIfG7uTcFwYrfVOps36HNkO8pqIDjwHm4kq7Cd6lB5teLSilajB2fWKTd4n1dydfk4S6sgl9oMeFuF44KwgvG4b3wwgvhH4fHODim7hGrZI8TNd4t3KK/GP7CwtRMO69U2f4BpTn2LVOfR3sb8/XsYqFmance/DsCXvmeEB43/Dc0NEhvKlXQ9t/H7Cc8z8+NRiM8nu4DZdVOCwUFhZ7gnhBeYWEhBg8ejEceeQQrVqyQZRUJpnWaPHmyPP/000/jgw8+wJUrV+RnXUERnoKCQk8QUsKjg+H69evYsGEDBg0ahN/+9rdYtmwZtFotLl26JOPp6HH91a9+JbMXjxkzBjExMTLJZ1dZUEiKzIU3fPjw/ndYuH0I1FvgOtcAa04Z7AWV8NJ2oTCw4fDCebEBloxS2I9Xwl9p6DZF02ewuuG7pYOjsBrW7Jtw0v4nzin0PUJKeKw3sXLlSrz77rsoKipCWVmZJDtuB1uwYIGU6hhmwjqzly9fxs6dO/HJJ5/IMJOWlt9tO2GGCKq6DD3hvSdPnpQESacFvy94nv/2eQByjRGuAxehn5OG+mF70DQtHnYWILaqPaoDFt4AvJeboVmSierntqJpbCwcm08hwNoS3e0xdYv5VFwP28cFaJkUj7qhu6Fdng0P71W21j5HSAiPpNPc3IxTp05JNZWxcuvXr5f2uiAmTJggi2nfvPm7VNypqalYvXo10tLSJFkGodPpkJubK9Xh5cuXY+7cuTL4mKTH7127di3mzZsnf4u58voMLh9cuWUwzU6FcVgsTK/FwDQ6Do5PCuG7Ip6vN6mIFKIGrlsamDefhIFZP17eC9OwGBjF35YdZ+DjFr4uEGiyybRMxjHxML0eK7OHmGekwBlzCd5qfdtVCn2FkBAe1UxmJX7rrbckgZGIuO+VElxlZaWUxN577z28+uqrUrIjaNeLjY2V6dvz8vIkyQVBW9+BAwckSU6ZMkVKdv/0T/8kEwgsXLhQkh1thKNHj8bRo0fb7uoDmFww7zyDppd3wz4mCVh4HP652bC/kwl74mX4ozhTrELnMGdfR+PYA7CPF2OCG+LfykXzU9tQPzMe7lqh2nYBX6kW2gXp0Dy3S+6+wTvH4J6dAcvSbKHiRm/xcO6bdd5qkamoepWz8C4REsKjCkpp7Ic//CHmz58vVVkm7Zw9ezYWL16M8vJySYSvvfaatOUR9NAGCY+VyNoTHreN8TvorKBEmJiYKJ0W3EtLex6/jyR5/Phx6e3tM5Dwdp9Fw5DdcqcE3sqDa2YGjHPTYDpUDF8INj8rhB+MmddQO3ofLGPFmFhSIIsANTy1BbWz4uHqjvBuaNC84DCaBu+AZ3oGAnNzYZueCsOyTNiKopPw/C4PLEeuoXlJOrRr8uC8GLoaGv1OeCQ7ek5pu3vyySexa9cued7tdss6sk888QQuXrwoHRlDhw79TMLrivBuf4arV6/if/7nf/DGG2987jx/m0efwemF61wtTGuPwzQrVW4lMs9Jg2XXGTiu1su6qAoDD87yFpk6Xy8kNeO4eJinJUO/PEemQmKW6a7g19phTbkK48IjME9Nhpljalk2rEeuw13XNVlGIhzlGuhj2FaHYZyQANOUJOiWZcGYcRUeff9nK+93wuO1NTU1snbs+++/j5KSEnmeqdi5HYwe2eLiYkmIlNBIXgS9svHx8dIel5WV9Tl73+04c+bMZ/nw+j3FuyA9f0kLLAeKoVuZC/PeM/Dc6vzZFAYG/DYXTCmX0Lz4MHTrj8F1rbHtk27A9djghKewCsbNhdCvzoM983rUFtIxCGm48qVtML52AHivEJifh8Ynt6By/H44yqIgASivpZ2OKiudC8G4OrPZjIcffhgPPPCAJDzWlmWYStDJQLseVVUSHksv0unRGajasmrZSy+9FJo4PI8P3mYL3FVaeJvM3afUURgQ8OqscIpJy+r9vR4TNjc8QqJzV+ng66rCWoTDJAiv5sVtrRmPl5+UNsvmx7egetReOG5EAeFRpeRuCjoo6ERg3N22bdukxMf/pm2vtrZWemKnT58uVVtey5g8hq/Q60pCJEF2Bnp/I2Zr2b2AwyMrcgVYHUpue2o7r6AQYrhKmmBckQf9yFgYhhyASRCfftRBmDYWwNPc//GsIXNa0E7HEJIRI0ZIWx4dFCQ2elz5fVRh6VGdM2eODD4eMmQIZs6cieTkZGnP68oWR0fHL37xC2kD7MlWtAEDfwD+Fit8Z2vhTbkOT+wlePPLEWgUi4JPsZ7CPQCzBp2phf69LNS8tAMNow7AurEIgas9iFnsA4SE8Aja1mi/oyRHCY87KJiavT1IbAxf2b59Ow4dOoSCggJJiN05Huipffzxx+W2NIV2MDhgzyyB6f0c2Bdkwj4nHdb3c1vTQwmVXDRs24UKCiGE1QPXlSZYxDi0HS2Hr0KPUBW0ChnhBUHyojTHBAIdgedpv+vpb7CAD3dpUKVl4PGmTZukp5de4AENclm1AaZPjkPz+n44JiTDNSkV1qkpcHJFvdKopDyFAYeQE15fg1vPmO34z//8z/HXf/3X0lvL0JdwS/EecnBbUqUBlnUnoB8eI1O8e2cwxXs6XJ8UwXe+HionnsJAQ8QTHvfR0tb3gx/8QCYBpTf4/PnzSsKjhMdtS3uLoR8fB9PwgzAOPQDjxAS4dp5DgLUH1F5NhQGGiCc8ghmPgza8cHu2ewq7F+4ztbBuKoLpnSPQzUqGcUUuPAWVgFll41AYeIgKwqPN7r777sOwYcPCrjzjPYUQ4AKC2PxlOvhO1sCbf0uosnUI6GxKulMYkIgKwlNxeN2A3MbcbMyxpjK6KAxgRAXhqYzHCgoKPUFUEB730ga3loW1d5ahRi4hbrG250AB35nmwtCEWbWCEi3jz3lEe1PLdxX/xza+03el0H8390cQooLwmDb+17/+tUwJH5ZossJdVA3zwUsw7D4L+/Fy+E0dxyFGB8QENDplgXHzoUvQbi6CJecmApZ+Vqc5+cXvuk7ViHY+B/3203AWVoV9rdS7gU+MLUtGCQw7T8OSdLW1qLtog27BKax3SKeWcd956LaehO1EBWCLbpNHxBMeJTruzmBNC2ZLuXHjhlRrw+IZOQEtLnizymBZmImWYXvR8OIOGJZlwXuxCYEQbKW5Fwg4vdJJYvswH82v70PVoxvRPCdF1gEJ9GMKrYBYROiYMS3KRP0LO1A7aCsM72TAK0gv6mpEiLEVsHngyitHy8wk1A/eBs2oWNnmvtO13WoRAbEI+I5WwLIkGw0v70T1k5uhXSTaqlj0URTbeSOe8JhIlOEoX/3qV/Gv//qvMsEonRhdFf0JGVgI+6YWltXHYBx1CPaxCbCPToR9XgZc3NdaE335zghfix2mDYUwjBATcGwirCMTYJ6UBNMnBXBe68OErLfBdaMZ2oXp0A09ANv4JNjGJUMvnoH51pyl/Z+JI5QIiLHlvtwAx4Yi2KalygzcTEprEOPMuuMsAqx73AU8YuwZPsiB4Y0Y2MclwSruNU1MgHHdcbjKflc/JtoQ8YTHxAFvvvkm/uEf/gHf/va3Zc49Bh5ze9o9hycA76lqtExLgO7FPcC8XGDBUbhmZ8C6Svx7sb7twuiCp9KI+ukJaH7809Z3fv8UXFPT0DLlkEyH3l+wnqxA+eBP0fLENmBpEbD8FPTP70bli1thPlHWdlV0gOmnbEeuwzz/MDyzjgCLC+CdnoGmp4Wk924mAtWtpU87g0MsPNVv7IbmSdFWi08Ay07COiIOdczcHGVt1R4RT3jMjsIsK9xSRi8tU7pzlwXPd5d0oN/hDcBzsQEaIXVohx2Ae0aGPKxz0mHZWgR3lEkdQXhqTWhccgRNL+2CR7yv/61cWGekiomYLkip/9KW2y7WonpyLFpe2SN/0z8/D9qh++U5y7mqtquiAwGvIDxBTIbl2bDOTINvdiYck1PR9Ooe6NYcRaCh62gFp5Diat9MkG3lm5Mt28o4Nh71cxJhOVvZdlX0ISqcFsHA4/Yp3u852RHiEfw6O5x5ZbCsFGrtrBQYpokBtaEArsv18HWT/jtS4be5YT9XD/OmU/KdtaNjoBcT01ZYDo+m/8KGvHobrGeqYBBqmX6SkKonxsEgJr9FSH4eXZTtrRbj29tshv1YGUwf5sIwWaijLDewoRDOs7UyDVNX8JmdsBVXw7ixAIapidCOOwj9qjzY2Fba6N2HHhWExzi8n/zkJ7JGRljG4dk88Fyohym2GMZ9Z+AsrkFgAGQq8VYYYDpYDO2GozDnl8LvCY0x3FnSBN22Qmi3FMBxOXQFYu4F/FYX7MeFpLfrFCxJl+C/qQHcPV/s3bc08l7tpmOwRbFkF0TUEF5IU7wHwe1ZPZUkPT74LE65sgbc0e36/wyiffjOXoMdfkfovKQBrx9ek12WAhwI6fdZPIo1MEh+vU35xYWX97Kt/HcyLjn+w0Gb6iGigvBCvrWMyQprTPBfaYS/TKyoQoVTUBhQYNhLowWBGxoEbukAnV1GJYQ7ooLwGHh8//33Y+TIkW1n+gmiP30amwwi9sRchnvDSTh2noX3vFCbSHpqQ75CtINDnHGWgujcSVfh3n4W7l3F8GTdgL/aIDWZcEbEEx6dEwxDeeyxxzBhwgRZ7KffHBaeAOzHyqFbmAHrjDTYp6fBNDMV9q2n4L/WBLiiX31SGOCgylxthDP2gixAbxPzwDYzDUYxJ5zp1wGtrZUUwxQRT3jcZfHqq6/iW9/6lkwgwGSgDFPpl8BjmxcW0dHcPWAbGd+aQXiKIL4lOfBk30SANhQFhWgG7XyXmuD4uADmcfGybIBjfBL0Yw7JhR+V+rBWbSOe8DZu3Ih/+7d/w1/+5V/iS1/6kgxP2bNnT/8kEbB4YIu7BO2Yg7CNjodnegZc09PhWJ4Pd16ZLMasMEDh8cv4Q+eVZrjL9AjoHNGZQp/bIa82w7X5FGxTUmTpAO7UMAryc2w/I8sKhHOtlIgnvLKyMlnXgkT3zDPPIDU1FVVVVf2TCNTpgzO3DPq5qdCPiIHutf3QCfKzbzoJf6lGFeQewPBXGqH75ARqRx9Ay7w0uA5dFpPfGH2kR+mNxB5zAYZpQrIbLubBsAPQTU2AM+EKoLGHtdc2KpwW5eXlePTRR/u/TKN4ba9YwewpV2VxHOOSTBjXHIWbKdPDOSOHKsTdr/A0mGCLuQjd+Dg0PbkVupf3wDQtGY64y/CbwmBPd1/D5oH7Qh0sO0/DvCJPHPmw7j4LDyvhhbkdOyoIr7i4WG4toy2v3/fQihUuYHBJV3zgYoN0y/coHc+9gFAtVCHu/ofl+E20zEiEfWISAu8chW9OFjTP70LTgjR46rve0xqxsLkRqDEicK2l9eBiKogw3BEVhHdPUrxTtKc9I5xVFhbiPtKuEPdcVYi7P2A4fBm1r++CbVwi8OFp4O2jaHh0M6onxsBVo2+7KgrB4cN4PB4RMpTuKeEVFhYiMzPzM5JiEe6EhARs2LABW7ZsQV5eHlpauk9Vw50WJDyV4v02NFph2lAAzbD9cIxXhbj7C7bLddBuOg7znMNwTc+AW0h4+rfToY0Rap7e1naVQjjgnhCez+eTjgUSFB0NFRUVMoyExMV4OoaYfO9738PYsWORk5MjP+vqN8+dOydVWiYAtdu7zgMWRMDhhU/rgE/jQMAqRPEIiBLvElS1xXv4DaKtrELdYPhAkwOWLadbC3FPTu19IW5/AH6TG75mO/x6V+sOk55KhbxMXM/75P3ie6LVdkhnlbfeCPPq4zC+uBf2Wenw5pXLrV4BFYz+RYhxwLHqa3HAr3PKuRgq3BPCu3r1KpYvX46vf/3rkvBYV5aS3fTp0/HOO+9gxYoV8vNFixZJSY+BxUajse3uL4I7LR588EFJkD16NtHYjrwyNC/PRvO7R2CLvQjc1EZu4DCJSTy/Pf4ydB8fg2ZtPqzZN+CvssGdchOmKYkwjTgIQy8LcfvFgDQcOI+mhenQrz0Bd9ZNoN7c7X2SFJnWPueWuO84GhakwbC/GH5tFBrwgxCEbt9wCqZX9sM5OwPILm91ZCm++zzYHnVmmA9eRNOiDGg+yoMrW4wrendDsDiElPAoqWVnZ+Pjjz/GrFmz8KMf/UiSVElJiSS63/zmNzLVE0EpMCUlBWvWrJH/NjYKFawNdExQKiwqKkJBQYGMu/vFL34hJUb+N216ubm5UmVuampqu6sV3GjtOVMD09JsNAzehoantsIgSMC54yx8kZiBWIyRgN4O56FLME5NRMsru9H84g6Yl+XBf1q8+4UWOPacg2lJFnQzk3pciNtvcsCZXwHN9CTUP7YZmlf2wjIvHZ6MGzI9eFcI2NzwCHK0LBAD+pU9qP3tRrRMSYAjtxw+Y88k8EiCT2cX5F4O1/vH4J4ipLu52XB/IP7OFG2lgtE/B1+TRY5V7aR41D/xKZpf2AnjvMNwpZfAb+7/BTGkhEc1ljnrpk6dKgnp+eefx6BBg2TW4pUrV+K5556T0hrBJJ6U+kh4WVlZ0Gg08jxB8jtw4IAkSxbuYQHur33ta1KtnTdvnpQUKTlyby13XbSHp8EI/fpjME5KkMkpPbOzYH4jFs0TD8FWWNF2VQTBG4DverN0TBiHx8pAUPdUcbydA9+hq0CFAQF6ai/UCzWr54W4nedrYF51FPYZh+FmgPWUwzLu0LAiH766ru2k3gYrdB/miev3wTWV9wspekoKDHSeRFkiTsJ2uhI6Ia04RFth4TGZfFQ/7AC072fB2yQkYoXPYC2qQPOUOKlxuN/MksH7mhd3o2l+KlxVurar+g8hIzxmIKZqyv2umzdvRm1trSSqhx9+GBcuXJA7JvjfQQmPKmxMTIyUBvPz86HT/a4xtFqtJEx+tn37dixdulTutnjggQewd+9e7Nu3DwsXLsRHH32EixeFutoOzlstqJsVB62QPGRq6+VCDXlpHyqf2AjD4SttV0UQ3H6ZRl4zPQG6l/YgMCdHplV3islnX3MM3mBWZXrSKJn1sECLOfMaNFPjJIHivSIE3sxG42OfomGGWChudS0JewTJ1k05hMZHNgNzW1O8O6emonnSQZizrrVdFT0wpF1G7ZAdsI6MB5aJthJ90PDQRlSPPwBXdRR7ae8A+tTLqHhig1T9seIMsOg4Gh/ciPIh22Ev+Z0W118ICeFRlWWsHFVPSm2U0EhalPAYMExSomd26NChUtojSHixsbGS1OitbU94JE96Y5kogKDTgjstSJjBLWW8nr9xe1yeq96Ils3HxWQWaiyll1lHYBgbh4a5ybCIlTriIIjMd60Jho/y5H5Gx7Q0OMVhWXAEln1n4RYEfyewCUlMtyoX5ukpUkpzsCbFqFhoPzkOb303El6jBS0fH5PX81lcM9Jhnp0G3Zo82C7UtF0VPbCcqkDTu4dhnJIElxhPzumH0Tw6Bk0f58HdrCS89jCLtqqflwT9OLGYvpkJ18wMNI88gIYPxd+1/b84hITwSHBUWUeMGCG9rsxmYjAY8PTTT39GeOvXr8drr732mYRnMpk6Jbzbwft//vOfS8KkKtwV/ELCcdOjFn8BmlmJ0Ew+BNOnRXBeb4rMlOuiLQMWFzxnamHbdBKG+YdhWpAO+/7zQtLSwW/vuj06AxN3Oq80QL86Dy3jY2B4W3xn7CV4uE+0G+cOy0+6K42wHboCw4LD4v5Y6D8+Ktq4ET5r9DkuOG5YFEf/iSB58a66+WmwJl+Bu85wZ0k1oxhetpWQ5AybCtAy6RC0bybDHHdBxiv6Xf0fuBwSwiNZ0eP63//935gxYwbi4+Ol6sksxU888YQstchqY4MHD5Z1ZQmSYtBpkZ6ejubmzgve3EmKd0+TCab0KzAmisa+GQXFdBhmU9oCW24p7Lk34BVkd7dgH9jOV8MQXwxb3g34m3oX4+hvscEqnscQJ+4X3xPtDkv75ToYDhXDnF0Cn4q/6xKOUkF68edhyrgKb0voYmdDQnicONzUT4cF07DPnTsXs2fPxj/90z/JcJIzZ87g008/xahRo6RtrrKyUoaubNu27TMJj+ppZyDhMTVUbwOPGSMV6OW7hD1EW8ujryC+S7bRHX4n+/5u7o808F0jKvaOw4V7rakJhDgQ/V60VcicFiQsOi2OHz8uJTqGp1DCYzgJ1ViS3K5du/D2229LzyudG1OmTJFOCX7WlaranvD6JS2UgkKUItBkg+9kNTzHyuGr7H8v6b1GyAjvdtDxQHV1yZIln6mrjK1btWqVDDehBLhu3TrpkOjOLscUUZQUx40b13ZGQUGhK/jtLrguN8IRewnOVcdhX54H+4Hz8JQ2txYDilLcM8Ij6JjQ6/UyyJggsTFW79q1a1Kq42fd5bWjp5b7cR966CEMHz4ct27dklJeXz2jgkI0wl2rh3ZVLvTj4+CckQ7HtMMwv5kG05ZCeMo7Nx9FOu4p4fUFGHP3y1/+El/5ylfwjW98QwYvJyUl9XhPrYLCQITzZjMap8dB+8Iu+N/Mhn9uLixj4tDyVgocxdEXOhRExBPe7t278bOf/Qxf/vKX5W6LJ598UnqBbTblJVNQ6AyeSh20izKgH7IPzklpcExOg2VCAowf5sJ1/fPbMaMJEU94VHvpAeY+XAYeUx2mqhxOz6igEG7wa21wHLwI05w06EbGyhRi5kWZ8GbdlHuzoxURT3gE7Xa04Y0fP77tjIKCQpdw++CvMcKdfRO2T0/C+skJuGRiWKEZRXqqtC4QFYTHOD6GpTDGT4WlKCj0AiwgzwLaFXqZITvaERWEpzIeKyjcBRj8G8VSXXsowlNQUBgwiArCY3op7tig06K7IGWFXqCtuLTranNr0gCtUHl6WntX3Mti1LzPeaUJnhqTOBfFUkRbW0V9Ie4IR1QQHlNKBVO8sxCQQt/AV2OGdn0B6sbFQLMgHc6Yi0CZrvuJzD2ZFQZZjFqz4DBqRu2HZt1x+Oqi1746YApxRzginvC4HY1b1L7//e/j/vvvl5mQ6bXl1jWFO4ev2QxHSgl0UxLR/PQ26F/dB9PUZDmRA93U4fWbXHDGX5G59Hhf4+NboZ0QD1viNXgbo69Oa4eFuKdHcSHuCEbEEx7rVjDP3t/+7d/iH//xH2XCASYo6PeC3FEOe1E5jEsy4ZyZjsD8fHhnZkL74h5o382Cr7rrpJbeWjNaFh2B9oXd8M7OQmDBUTimpUL39mHYCm+1XRU9aC3EnQD7hLZC3G8OgELcEYqIJzwmF2Uaqe985zv41a9+JffV1tfXyyzLTE2kcGcwZ11Hy/R4OCanAosL4BfE1fj4FjTMSuxZivdp8Wh8dLNMDY+lRa0p3qcegjmnpO2q6IEsxD1sF2xjEoDlJ2WK/YZHNqF6UoxK8R5miAobHtNL/c///I9MHhBMRMB/FeHdOezXGmDYXgTj7FTYxifCNjUFuhnJMOw9B19L19v2fBob9OI67cwUeZ9tUhJM8w7DuOsUHKXRt22Jhbg164/CMEu862RxCGlWMzsZ2n2n4WHBJIWwQVQQHlNIMZvykCFDlCrbR2BxaU+tAfptRWieGQ/DBzlw5ZTBz8Ll3cVsic/9Bpcs86hn7V/ev/OkrBjH7402sOi5p9EEw+7TaJ4RD92yTDgKK+CzqULc4YaoIDzG4TGZKHdaqDi8voWzQgNr0S04L9cj0EsDPOvXOoT0Yy0U94vviXa4qnWwFtyC/WLtHdcSUehfKMJTUFAYMFCEp6BwO2j7VfbfqETUEF5vq5YpKHwBbj8CFXo4jpfBcbQMgXKd3EGhED2ICsLj1jLWpeXWsmDAsfLQKvQYHCpOL3zXmuHcdQ6mRRkwvZMB1+5i+EqaZVUvJfH1LTzNFtiv1Euvvc8YOkdjVBAevbTBvbTBTMeshaFIT6FH4PavSj1s289APykB9knJsE9OgWlWCuy7z8JfplFbxPoQfoMXuh2nUTlsB2omxsKaeh2whsZ7H/GEx4ply5cvxz//8z9LO96OHTtkMW+GpyjCU+gR3GKyXWqEZWkOdEP2wzstA/5ZWbCOT4R9RT78Z2vENV0Xk1LoGejJNu6/CM3EBDQ+sQXNz+6AbmYKLCnX4DX2f6bliCe8oqIiWcD77/7u72Rh72nTpuHEiRMqHk+h52BsYJkWjo1FMI2Nh2NiClyT02Cflgb3trMIlLYICS/64gfvBUxZ11H96k6YXj8ILCsC3jmKlme3o2ZSLJxlop37GRFPeKxpy8plDDxmAZ9jx46hqanpsx0XCgrdgsHBBidc6SUwzkmFZsg+NL+wE/oZyXBllQEWl7Lh9REMaZdR+fQmmIfFAquLgaWFaBaSXtWI3XCUttan7k9EhQ2PhXuChbiVGqtwRxBD2lulhz31GgzrC6BdlQ/ToQvwVBvbLlDoCziuN0K75ji0Y+Kgf2U/jEMOQDNO/L39NDwt/R9hETLC4z2sN0GJrK6uDg0NDR2mcNJoNJ99bjQae5TmiU6Ln/70p3j11VeVKqtw5xCSXsDpldvi5OH0qK1hfYyA1w9vtRWalUdR/uQGVL+yA+Zd5+BvsrdK2v2MkBEe1czY2Fi5wf+RRx7B4MGDZfxcezDzyeTJk+XnTz/9ND744ANcuXKl7dPOcerUKfzoRz/CCy+8oOLwFBQiAM7SFhgOX4Ept1Rmig4VQkJ4TLteXFyM9957TxIZ0zhRBV2yZIkkPdaRLS0txdatW/Hss8/Kz1lndsyYMYiJifks3VNnICn+8pe//Fy2lLCEJwD3jRZY827BfrQCnmstgF5IpGEqRQQcXjguNsBypBT2gir4yvWArYeJVe0e+CsN8j5zeon8noAzvEwh0QC/0QnHuVpYs2/CcapGtjnbvltwyIm+9JbpYMsvl33svNYsg6+jGf1OeLSpUeqiFJaQkCD/ZZZiBguT3JjhhOmdmLV40KBBSElJkRmLeW7nzp345JNPkJ2djZaW33lw+J1Udam+2u12nDx5UhIkvbVarfaz8/yX8XhhAfHM/lozjJ8WoX7EPjSNjoFlWS58ubcAUximpRck7CnRoWVpFmpe3I6WCXGwbyhC4EJjaxhHV/D4ELjSBMfmU+K+Q6gavBXNS47AU6oLW3KPSHABPV2LlnfSUffabmimJco2D1wVxNXdui8Ws0BxPawfn0DDiP2oFn2sW5kH/83o7qOQEB6lM9rkKKm1ByU5pmYnYVH6e/jhh3Hz5s22T4HU1FSsXr0aaWlpUiUOQqfTITc3FytWrJAxeHPnzsV3v/tdSXrr16/H2rVrMW/ePKkSk1jDAT6tDa6MG7C8nQnTsBjppTIOPwjLiqPwlWpaV9wwgqdSrPz7LsA4JRmGl/fJMALj2DjYdp6DX9t1vJRf54B111kYx8fD9MZB6F/cC8OEeFh2nYN7AGRNCQVoW/QylGbHWZgnJUnjv+yjCQlwxF5CwNB1ZhtvgwmWDQUwjD4kx6Ne9LFhUoLoo7Nw13ad4DWSETIbXntQWmP4CHdGzJgxQwYPU8J77bXXpGRHUM2lze/jjz9GXl6eJLkgaOtj7YoJEybIlO6U7BiDR8fFwoULJdnRRjh69GgcPXq07a57C/eNZlg+Pgbn7AzgbfFMC/IlkTSNPQjX8QrBEm0Xhgls+TegfysV7hnpwLsF8M8RUvagHWh+Kw3eiq49l55qExrnpKDlme3wz80BlhTCOS0NmlmJsOSXtl2lcDcIeH2w55TCskhIzrMzgYXH4ZmegZbndkL3fg4CrBLXBZwljagbewDaZ3eKe4+JPiqAdXQ8GicfhPWkGI9RintCeHFxcZKQPvroI9TU1EgJkBIeCY8VyAh6aIOEl5+f/znCo7eXJEn7HyXCxMRE/Od//ieee+45ac8rLy+XJMnaFpQswwGuG00wrjsKy4wUSR48dC/uQcO4WDhPhB/hmfNKoZmTJLdYYcFReGceQeMz29AoSNDTHeFVGVE/JxmNT2+Fb5aYjIuOwz4tFS3i+yxHb7RdpXA3IOFZc0thWJQO+4w0mVbeNSUNjYO3Q/N+NgLdOAIcgvCqx+9H86DtwPw8YPFxmEYeQu1EoX0URV/dkSDuCeGtWrUKf/EXfyHtc0FQMmsv4XVFeLc/w9WrV2WK9zfeeONz56lOh0tcnldnhYOFcVbkClUvDubJiTAuyIB533l4q4UKEWYqrbNSC3PiRejnH4Zx9EGYpwnVdkk2LOkl8HWjLvmMTpiPiMn4Xo68zzj2EAwLxbumXJZbixTuHgExzt2ij6zJl2FanAnzxARZKc2wJAu2rBsImLu2C3u0VhgPX4H+vSwxFoVKPD4e+sVHYEy+CFdt9NbhCDnhmc1maWd77LHHpAeW4PfNmTNHOjFIXgSlvvj4eGmPy8rKkvF5neHMmTNSnX3llVc+Sx4Qjgh4vLAKVVH7URZ0a/PhzCsDWNw6TG3EPqMdxvjzaH5XkN6mAniK64Vo0MO+9wg1/kIjDJtOtN6fcAE+s4qR7Gv4NFZYxUKiW5kL07aT8J6tFZOs59mWncU10K3KRfN76bBkX5fp6qMZISU8qqKU2kh4tOExFIUESC8u98AyVCXoZKCHlaoqCS89PV0GLHeGSEoA6jM54BIrs1tIOn5z+Ncs9WgscN5qhqdOSKHO3k2GgMsnDeDOMnG/+B6F/oFPZ5PjiXU16H3tDRhc7arSij5ugdfU/5v37zVCRnj0xM6aNUsm6qQzgeEny5Ytw7p16+TOCtr1pk+fjg0bNshwFMbkvfvuu5IcGcNHYuwMkUR4CgoK9w4hITza0bZs2SJrx37961+XW8BIbv/7v/+L119/XTouGFdHqS+o2jI+b+bMmUhOTpb2vK5scQOF8NgGXosDflcPg38VBgQCLi98Vhf8DqHKRkgMnV88s9dgl2aOUG7f63fC4yTl7geqqtu3b8eePXtw5MgReTC0JCcnR6q6BImN53ndoUOHUFBQIENQunM8kPAGQop3V5MJzftOwVRY1nZGYaDDL4jOfrwMhl2nYEm6BP9NDeAOf9Kzna6EduMx6Pecks6XUCFkhNdTuFwuab/rzW/Qs3vfffd9zkvbHUlGErgCOm40Q7/7NBomHUTzknTYzlaFJGGiQpiC0n6zGfZjZTB9mAvD5AQY56TBsqEQTjouerK97B7ALRZty9Gb0H+QA+24Q9BPS4RxcyFsxdVCSu1/m3ZInRb9AarCDC6ml/bFF1+UcXfcu8vz0UJ6FP9bNp9A/Su7YBuXCM2re1Ez/RDs18IjxlAh9GAcnu2EkOyWZ8M6Mw2+2ZlwTE5F06t7oFtzFIGG8NR0jPk3UD1mHwzDY+F/5yh8c7LR9OJO1MxJCEnt4ognPAYqv/nmm/iHf/gHfPvb38b777+P8+fPSykxWkBPWtPyTDQ8/im8UzOgf24PKl/cCuu56rYrFAYaAh5BeEeuwzz/MDyzjgCLC+CdnoGmp7dB824mAtWhy0DSGzBDikwAOuQAsOIMsOgEmn67CZVDd8Je+rvto/2FiCe8s2fPypRSX/3qV/Gv//qvmD9/vkxQ0FV2lUgDB7c59jy0o2Ll3lTta/ugXZwB1y21L3WgIuALwH25AY4NRbBNS4V9TBJsoxNgGHUI1h1nEehmv/O9guN8LXRvH4ZxxEFYxyfDPi4J2qH7of0gG+66/k+2GvGER4cHHR1MD8XAYxbwoeMinJ7xriFUc//VZlg+ykfdkF3QzEqCL78cAUvPA0wVogwB8T+bB668crSI8VA/WEh2YkG0fZgP3+lahGs9Xaaz8mSXQTsnFTVPfYqGV3bB/H4ufEXVCITA7hjxhEdcv34dv/71r2X+vKiFGNyei/UwCEnPnncTEAMnXHdoKIQOvmYbLJmlMOw521r562JD69gIZ+gcsOffgm7bKRj3n4fnfD0QosU7KgiPW8uYPIBOi2CIS9TCI1hO1SdSiHRwsaZAF+KdbIrw7hRsAnYYCSg8tYe+AcmVi28oSZaBqC7RqK4ob9twAUmHfXwnbc1xEUF9pFTa3oKpy0s0sKffgGH3WZjiL8FdFrrAyVAiYHLDknMTuq0nYT50Gd5zQvVgSnquzv0IX4sdttybMO4rhiXpKtzn6hAwqsQDHeGOVVpOYdGX7jO1op3Pyz62MU2ZrWcil6fBDEvuDRhjzsMq+6gGfl34x4Uqp0VvICQP/w0NHJtOQT8hHg3PbZep2m2HLonBIwZZhGzr6Qm4Xcl9rgEt89JQ8+RmNL++H9ZlefAXVPV6g3qPweZz++A+VQf9OxlofGUXNCNjYFmeB+/pGjHLhDgRPU18dxDtcDdOCzq8fEcrYFmSjYaXd6Ja9LF2UQa8xQ2y7zsFY1tdPjhyytAyMxGNr+4WvxsD8wc58J4Sv8u6JWHcRxFPeCENS2FRm8Ml0E9OgHn4IdjHJMI+MRmO1SfgFStlwBE9e1zd1xth/fQkrNNSYR2dAJt4V8OIWJg3FMLf1E8puHwBBCr1cO+/BNuMw7CNjpcHc7XZd50F6kzyGgXBKXcZluKpMcAgSMrwRowMDWEfmyYmwLjuOFxlv6sf8wWwXkmFAa6dQvqeKH5zVAKsI+NgmpwI14GLQL1F9FH48MPtiHjCC2ngsdEF09ZTaHh+hyQ7Bk0yc7F1bjqsB8/DH0VqlyW7BNqZCXBPOwy8V4TAnBw0P7EVjUKa8N7qp5oHYjJ5TlbB/kE+7JNS5G8ymFb78l6YlmYDLE4TpuEWocbdBh47rjWg+g0hnT25Tdx7AlgmFrcRcagbvQ+WE13s1RaLuv9kDRyij2xisQ+I8e+echj6YULTWSu+h/VZvIrw+g0h3VpmdsFy8AKahAhvHZsA35tZcAhJxCDUL3PKJZnrLlpgKbgFzeLDsE5Nhv9NMainp6Pp5d1oXpopa1b0BziJ3cU1sKw9JiSGJLimpsntUpoRMTAJyQO3dGE9mUKJu91a5hRSXO2bCWh5ZY/c3uWfnwfj2HjUz0mE5Wxl21UdwOmB73wdrGuOwygkQte0NNgnJEM35hBs204DVWIxDGMpPCqcFiFLHkAJ5EYLbHuLYXo7A0ah2poE2dmSL8Ndo4+qbLGeFjNsx8ugfy8T2tExMM5OgUWoTw6huvut/RQz5Q+0VncrqpTSgmlmMoxz02BdXwg3bXgWFzu27eIBDtEOd5M8wGd2yg37xo0FMExNhHbcQehX5cF2skKmf+8UQl0N6GzwHK+AbZVYmMS4MM09DMemk/Ayno5jI4y7KCoIL6TpoeiYqDPBllkiU/JY06/C19R5ctJIBpMWmHOFarvxKMyHzsNHCSsUg1lMVm+xkCIOnocl+SL814Uq21+OkgjH3aaHct/SyHu1m47B1pVkdzuEtuMTxGqNuyAW/CtASYuQ/sI/QDRqCC+kCUDprbW7pQrrt3FFi16pg0klZaJGizO0qorbB7/4Tb9NSHVKje0STC4hx6Igv946DALiet7LVGP+3moo7CMmHo2gPlKEp6CgMGCgCE9BQWHAICoIL1imkbUywrlMo4KCwr1FVBBesBD3iBEjPvPO8hmjKc27goLC3SPiCY/lG5OSkvDDH/4QTz75pAxRMZlMMhZPEZ6CgkJ7RDzh0X43fvx4fOlLX8LXvvY1WeaxqKgIdrsqcKOgoPB5RDzhXblyBQsWLMA3v/lN/OhHP8KqVatw8eJFKeEpKCgotEfEE57X68XJkyfxwAMPSBueVquV5xQUFBRuR1Q4LSjlMT0UCS/cnk1BQSF8EBWERzteMOOxisNTUIhcGI1GmdCXKd5qamrazvYdFOFFCJj9hR5pnU43IGIN6WFncle+80AwUdDJ1tTUJN832sG+Zb5KzlWOZY7tICorKxETE4N3330XO3fulP8dvKYr3qHNnnODJFlXVycjNZgijueYFLi5uVleFxWEx9Xgxz/+MV544YWoJDwOEHbk4cOH5SBgoHW0w+VyYePGjVi4cCFu3brVdjZ6UVBQgClTpiA2NrbtTPSC5MU8lnzXgwcPSkIKwmAw4MKFC9i9ezemTZsmIzC2bt0qw80aGxvbrvoiqqurER8fj48++giTJk3CxIkTsXfvXuzatQvjxo3D/v375XVRQXilpaX41a9+hVGjRrWd6X9whbqbrMqc0L0BV6rExESsWLECJ06caDvbc1BVuJukqHfq9b6bWEhK7N/73vfk5AglKB2EWopOTU2Vi/aHH37Ydqb36O2Y6gtQIr0TIYNq6/bt27F582Y5f28HJd59+/ZJ0lu/fr3MbH7z5k25+LW0fDEjMyVBkucHH3wg7fl/+qd/iqlTp2LLli0YOXKkJD8iIgmPk4hqDjuYByWexx57TK4Ger3+s/PdHeyoiooKuTqwgTu6pqODq1Bubq48+HdH13R1UFo7duyY7PSOPu/oIOExvpArHwmvo2s6O/h7XE2zs7N79Z7Bo6ysTP5mVVVVh593dlC1YPbp2traDj/v6uD7Dho0CN/97neRn5/f4TWdHewTjUYjSaujz7s6KEVQUkhPT5fE19E1XR1MQEuC7u07Jycny8D5tWvXdvh5VwcXXkpAx48fl8/f0TWdHXxekgjbu6PPuzoYEcGg/5SUlF7dz4WXBJWXlyeJvv084MLKuc1rOH7okCTZcRzx/dg+lPw5ptubOngv5z5V10WLFuHLX/6yVIv5jJzj/JeIOMIj2XEwUc+nCjB8+HA5Mf7lX/4F3//+9zF06FB5rifHsGHDpBTBpAOvv/56h9d0dLz22mt4+OGH5cG/O7qmq4O/R4IePHhwh593dNADzXx/jz/+OJ599tkOr+ns4Dvef//9+O1vf9ur9wwezz//vHxefk9Hn3d28HmfeeYZ+W9Hn3d1sF0ZW/m3f/u3eOKJJzq8prODY4AH24xHR9d0drAQFLWFBx98sFdjKXjwXZ9++mnZxx193tnB9iW587c7+ryrg4lvOSbYTtxP3tE1nR18X5qC7mQcDxkyRFYL/M1vfiP/7uiazg7OPbYRn7uj8UFtjarp9OnTpUrKg33JWFuOC84dEm1HoDT393//9zIm93ZEpIRH0Za6OgcHt5SxlsVf/dVfSVYn6fFcdwcbjuoSd2d8/etf7/F9PP793/9disw8+HdH13R1fOMb38Cf/Mmf4Ctf+UqHn3d08Hn/4z/+QxYq4vt2dE1nBxeD3/u935PP25v3DB5sH7Yvn7ujzzs7+LvcAcN/+fwdXdPZwef867/+a9lO3/rWtzq8prOD7cNn5X1ss46u6ezgPb//+7+PP/qjP+r1vXxH/jYLSvX2mdmvbCu2dUefd3X84Ac/wN/8zd/gD//wD2Vbd3RNZwfJg8/7ne98p9d9xHv+3//7f/iDP/iDXs8D9i8Jnt9xeztTtWf2o5/97GdyjzwXH57/4z/+YznH+Tmflerw7bh27RoWL14shRFyBCXB9uaYsCQ8irNUS6hS0PbEv9t7cqiqUAwvLCyU6g6NmtTbKYlkZGTIcz05aBNjlbMlS5bIUo8dXdPRQfWQKxsP/t3RNV0dtNOwI7mCdfR5R0dOTg727NmD5cuXS7tER9d0dqxevRr/+I//KJ+3N+0TPKgaUFLjAOro886OlStXSomD79vR510dVCk50EkgtOF0dE1HB9WkHTt2yGJOvI993NF1nR2cRCQNZt+hutbRNZ0drK3Cvpk9e7ZUuzq6prODbfXII49g7ty5HX7e1UHTCiU1EsGaNWs6vKazgyoii2DRVNLR510dlKRIWiQvalwdXdPZQemMNjz20e1ziO1Ikw9VWJpSuLFg3rx5UtqnZMh5z89pYmkPqueUAqnFsO84r99++22pEQYRdoRHPTwtLU1ObBogeXCi0cZBnb4jUEenSkAVtzegwZUTiw3aG3DF4HY2HndizKddgsbYhISEtjM9A71ZfF7a1HoDLg7PPfec9HjeCTjo2B9cPXsDXs8J2Nv2DYKqGlf5kpKStjM9Awc+JwTbubf9w9AQqlg0eN8J+Kzs19snY3fgJKbJgMRzJyDR0obdW482n5eLQm+fl6DgEVQ/e9vOvJ52R5JbMGSkPfjdzIKUlZUlhREuYlx46c3uCPyet956S6rJJFIKShw///3f//25cRs2hMcGoMGVkgxFUtoEuGpRQiBjc7Ly5Snt+Xyfz51PpwXFekp4PU0aQImRncyJQSNzb96JnUHDNg/+3VtwUDK8hIO8p+Cz0gtFSYCd2xvU19dLyYWr6p14TWkw5ruWl5e3nekZSMy8j0bn9hJ6T0Apn/1JswPDjnoDOqE4MfjcQWN1T0FnB9uKYQy9ncSMG2RIBSUuPkNvEBcXJ9W09957r+1M70DJiGTZXprpCdhHnHMkhZ7OnSAoMJBcOJZ7Ow9ItCQxah+3h1lRsCEJk+Bow5sxY4Yc+9T4OgLnLiV6khs9u+QHvgs5hPZFEmtw3IcN4bEBGDNDSYINQSIKirbsTDYARWhKf5To2oPeS9oCaCzuaeAmG4UDlBOC9/SGCOgdomucx50ExXJwkIRI3j0B25ur3SeffIJZs2Z1aqztDPRgUerhu/aW8PjbHGhchXs7qHk9F7GOFqnuQA86Ddq0DXW2qncG/i7flb/b29Ahkhz7hpJeb8c57+VvkjR7Sx4kK9qTqdLeCagZsa17+76cA3xeSkS9XZR4PccVf7c384DtxLlNQqPKSdU1CI5Pki8dDtTseB01hM60O4KLI9uPcyMYwsRno1mBv8FzwcXrnhMeJyMHGCWBINl1pLJxAG/btk3q6FwN24OSB9VLEgJfPtrAQcAOz8zMlHY8SkzRDo6LgRR4TGmf0syhQ4fazkQvSEY0N3DO09Z2+3znWKfppqfjnCTPMcLvJPET5CjyAjMnkV/ChvBIZIwP27BhgzRe8mU7+36Kz/R+kbXbgw3IF+Uq1ZfPFk7gCkqph+/ZW0krEkGSH2hbyyhF91RDiWSwb7mgcRxTQLm9f6kN8POe9ju/L8hL/DuIjs7fc8KjzYFSCwmPqmlXYjUJj657epUUFBQUeot7SngUM2mw5HYpkh6lu84IjwxNwyVDFejKVlBQUOgt7inh0cBLmwW9MLTLdWbY5u8xJIOGSXp17jTMIVJAcqeKQxWWov3t4OdcLHgN7Re9dQiEO24fX1R72BbRZJ/lws7+Y/+2f1/2Jc9T3QvanSIZHJ/sO75TR+BYDqq3vLavuKUz3FPCo/2OnlfGz9F42RnYEIyxYXgKQxQ6c09HC7iThPsB+b504gTtD0HQCHvgwAEZvsPAUabH6ogYIw0cV7RR0msYfGcuitQAGF/F0AOOmUgHSY1RB8uWLZNaS/tQEvYl+5XeWhr1uUc1UkESYxwm+47vxHHbHuxjOhYY1sINAHQ6dpRIoC9xTwmPnUmpjfvk2LkdgdfQqcEQhQkTJnQYpBgtIJHTW8dYO5Id978yAJaueb43pYKgk4dR5PRYc7GgbZOxRpHstGHcGkmcYUcMdSAp0PNGQmBw609+8hMZZc+Ifi4IkerIYD8yTo9RBWPHjpXmGU56OisYbvXpp5/K7B6MISNJ8No7DX+6VyCRse84p/ku7Du+D2Pk6JGl5Mr3oQmLyQMozLBvOdbZ3yTG/pLm77lKy9g7Dmg2RkdgDjhuwWJcDhsr2tS39mD8EVdDbuSmS764uFgGwTL4mgOBkg9j8DgpGKLC+CLugqD9kyE7JEtKw5EIrvLcHsi4LE5+Dvh33nlHLnTcucD24Ltzxwi3GVFNikTQdDN58mS5HZIhEwwo57vy/fjulIi4eHEscE5QuiXpcTGLFJDM2HfcKscAbo5jBjdzXFNy5aLNPuY2R45lhqAwzpTxttRY6MDsKDStL3BPCY8dzaBSxt9t2rRJirNBVYa/QfGenzEWiw0S7eBGZ+475eQPghPkn//5n6X6w8nBYExeE9wKxNANrpLcgscVNdJCVjj4qcpwe9LMmTMlEXCFp2obzIfH9EEEJSHuqHnqqafkYhlJoA2LCxQlOtqh2dftQZMOk2GQ4ILgvmBKggzXYiD07aaNcAUlOKa6YkID7nYhSHDsO2otfHdqbhR2SHDBuU2zDOc7s9T0ZhdSb3BPCY+gGkdPLW1VlFIosbABGH1NqY6TgSthpEouvcXtg5qDnZkjOFG46jEGkYQXtPtw4nP1pGRAwiMBRgo4jti3lAS475HERhvtuXPnZPQ+1Xqm7g8GoFLyYVtwy1kkSTx8T/YdTRVcmCixUYJrb56hBE/VjwtbELyOdksuelTzI4XwKOFRWuX+dkpv7EtuuWO/UVvje/McNZN169Z9LsCYY5s7pkj2/YF7TngEpRJuIVu6dKm0a3Blp10vuM8uGgzydwKSF0mMdjra7eippjODUkBQQqCExD3GJDwawiNJwqMUF9xixIHPVZ1qK/ucEyJouwvutSQ58r85PiKJ8Dh+SV4k9dGjR8u+4jaojz/+WLYBQVLjXlASXBBcyEiQVOkjifD4nLThUWXlHKZDgqYZmqe4hZQSID+nw5ICTbB/CS4KzG8Z1YRHkPXZQJzMHAxU3RiI3Jk7O9rBQUH1jmoeVVYSAFV+2kbYRkGVlgZtrqKcRFSLIoHwKAFQxeHg5+pO8uZB6Y4LH0mcREBDNiW69oTHtE2RRnh0NjH8iiorE2JQmmMfMhyL/cZ+pbOG6h5VuiC4yPG/I43wgiBPzJkzBz//+c+l7a792KSE2xHhkSCZkJQLYX8gbAiP4MCgXY8Nw3+j2UHRFdi+tFdRBWDnB1Ufqnw02HOyBLNxkByYPieSJDySFQ3U3CtLLz1VWBq2Sdg8gjaeaCE8jmOSFoPmuUuIixnHN9U3Jrakc4JSOvMVtpfwIpnwuKDRZkkVndEElNzYz+w3jm9qK51JeMxmzPHRHwgrwlNoBe1zVHGoCjAMIwhujuaEaW/DoyRE1YfGX06MSLDhkaxp46F6yuSRlHw42Zn7jtIAJz1DNGjW6Eil5SIQSYRHcqNXnTkQaasOgtIMM6RQkufnlPDa2/DYryQ8mjUizYZHImNICscxiY6SOyuJ0WzFxYwhKUEbXnvC42JOpxRNAP0BRXhhBA4USnOU1NjxHAi0dVClJdkFbXgkvKANjwRHUwDPcXBFAuHR40ibDsMUWIfh0UcflZOdZEbS4ySnhEubFwkx6MWj4T8SvbQkZ0rhnOy0YwXBkAw6ZRi6QWmOudtoswuCdixGKNBxRZNGpBAeJVja4f7u7/5Okh3BhZnS7P/93//JsUvNJOilpTOKIK+w7ynBt08Z1ZdQhBdGoBpAsmOaIEp3lGg42Cn9UP0jUVD94erJ7XW039EOxoBdnqNEQGki3EEVL5hjj5ILw1BI7rRtUZqhBEhCo7PmgQcekPYcThA6NR566CGMGTNGtlWkgO9KiYXSG8mNBMj3ozpPUqc6S2Lg+1LqC+an41hggDlJklJRpICmKUpzXMC4GPP9uWAzVIVSH8cx348aCWPuGJpGQuTCxsgMJkGlja8/oAgvjMCJT5WV0g4j0+mgoP2DEhCN3gzNobOCnkxKdLyWcVpUiUgGJI9ItXvSk8lJwfAFTm5OGk4EqjwM1GVNDYY00LPJ0CVKEZECPiulGjomKMHRKcd34uQmEbLf+M5cxLhw0dDPRY8SIUmPJQ0jKVKB/ECHI98l2HckQPYd+5SLMtuEGgvHNUmdzjku8lwESHwkyf6AIrwwAiU2DgraerjK0UFBQqMdL6jCElTtGJfHrXYcJFSHInXnQRB8fqqxXNlp3wmqb7RVkiDuu+8+ufWot6nTwwmUaGmo5yLGBa29fTYI9iX7lZIfVd72+2wjDRzPHMPsO9bbIMG1B004XOQYkUHJjwt8UAXuLyjCCyNQquEg4YSn2M/BTqmPZNBecgtex5Wf10Q62REcU1z1KcW2l95IfCR7rvoku0gee3x2qm4kdi5aHdkhaYNlv9J2S9U20iMVOJbZd3wnEtztoOTKsc424bX9vcFAEZ6CgsKAgSI8BQWFAQLg/wOfSTvckc2+NgAAAABJRU5ErkJggg==)
The following graph shows ______________ type of association.
![](data:image/png;base64,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)
The scatter plot shows the relationship between the number of chapters and the total number of pages for several books. Use the trend line to predict the number of pages that would be in a book with 180 pages.
![](data:image/png;base64,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)
The scatter plot shows the relationship between the number of chapters and the total number of pages for several books. Use the trend line to predict the number of pages that would be in a book with 180 pages.
![](data:image/png;base64,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)
Write the slope intercept form of a line with slope -1 and y intercept 2
'a' is the correct choice
In the given question
slope of the line (m)=-1 and y intercept (c) = 2
so the slope intercept form of the line will be y=mx +c
=-1*x+2
= -x+2
Write the slope intercept form of a line with slope -1 and y intercept 2
'a' is the correct choice
In the given question
slope of the line (m)=-1 and y intercept (c) = 2
so the slope intercept form of the line will be y=mx +c
=-1*x+2
= -x+2