Question
If a scatterplot has no correlation then...
- ...it has no ordered pairs
- ...it has ordered pairs that have a negative pattern
- ...its ordered pairs have no predictable pattern
- ...if it makes a lion on a graph (roar!)
The correct answer is: ...its ordered pairs have no predictable pattern
If the scattered plot donot have any relation or no correlation then it suggest that the correlation statistics
does not indicate a relation between two variables.
This means that the scattered pairs have no predictable patterns.
Related Questions to study
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.
Type of relationship between two entities in which change in one entity does not correspond with constant change in the other entity. .
The correct option is (a).
Reason: Whenever change in one entity does not bring uniform change in other quantity ,the relationship is called Non Linear Relationship .
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Type of relationship between two entities in which change in one entity does not correspond with constant change in the other entity. .
The correct option is (a).
Reason: Whenever change in one entity does not bring uniform change in other quantity ,the relationship is called Non Linear Relationship .
.
About how many male math teachers were there in 2011?
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)
About how many male math teachers were there in 2011?
![](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 140 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 140 pages.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbIAAAFeCAMAAADXK2rXAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAMAUExURf////f39wAAACEhIe/v787OzikpKYyMjNbe3tbWzr29vYSEe8XFxTExMebm5q2trTE6OkpSUrW1tTpCQntze1pSUqWlpUpKQlpaY2trYwAICIyUlJycnBkZEHNzcxAIELXmrRlS5hkZ5rXm5kpS5koZ5oRS5oQZ5ubeGYRStYQZteZareZaSuYZSuYZreacSuacreZae+YZe+ace3NSOnMZOmuMpXNSEHMZELWE3rVS5uberVLva1Kla+beSlLvIVKlIbUZ5uZC5hnvaxmlaxnvIRmlISFaa7VStebee7UZteYQ5uZz5rVSOrUZOhk6a7VSELUZEBkQaxBKOkJSGa1ajK1aY7Wl3ual5ko6a0IQGUoQa2OMzhlStRkZtRlSlBkZlLXmWpyEWrXmELWEEITmWoTmELW1WrW1EISEEIS1WoS1EGPv5jrO5jqE5mPvrTrOrTqErYQQjGPF5hDO5hCE5mPFrRDOrRCErYQQY1LOWlKEWlLOEFKEEBnOWhmEWhnOEBmEEEpStUoZteZrGeYpGeatGUpSlEoZlOZKGeYIGeaMGWOM74SMzrUQjBA6ELUQY7Xme62EhL2EWrXmMbWEMYTme4TmMbW1e7W1MYSEMYS1e4S1MbWEnITv5jrv5jql5oTvrTrvrTqlrYQxjITF5hDv5hCl5oTFrRDvrRClrYQxY1LOe1KEe1LOMVKEMRnOexmEexnOMRmEMYSM7xAIMa3F5rUxjBBaEHNahLUxY7WMtUIZQu/O7+b/Oub/vXuMWnNSWkIxEO/OzkpaawgZMdbF74x7pffv1q3FrVpac72tnIycpTpaQqW9rXuUhN7v1hApOt7v9wgZCCEZOr2lnJyEnM7F5qWtnEpaQhkIAMW9pXtzWhkICMXFpdbv5ko6Qox7hEIxMffm91pjUtbe7/fv74yUhMW1tUpjUtbFzqW1tXOEhOb//8W9vebv5ikpOkpCQjE6Qpytrf/39wAIACkZIc69zoyMe6WllPf3/+/374SEjCEZIe/m7wAAAAZjrA0AAAEAdFJOU////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////wBT9wclAAAACXBIWXMAABcRAAAXEQHKJvM/AAC5gUlEQVR4Xu39DY/UONc1jEaVhEqnuzo0VI0oSFH//wfwH9AwQgih4Wt0NIygkLpp1MUUjOhWo7PW2nbijwLmuu/nvEfXo3dBVxLH3t7e9ra3nR2n+H/xX4HKHUfkIRmqPNL+VD+n9b0YCv+XuWTYG+3HaX9OeX8MC/1O6p8T3R/FB/4g/b8gPYKRlWD8CU9DpCEVArIwd8yhO9HtvXFJNL2zPyL/7b2TJ8B1HnV/AKPqKkMazOuUap5UIYo6XO2Bp4MD/rdd23a1hfz3oxW61l3+12MojVUWq66qp8v5fDltu67r8ZeDofmdvXGzwJ8HWIgLzu8SYWgYe0Bw/eLX5X2WZx7FSRPsCwF+koYIQv8F0Z8HCD50z92j+R+/LufTugrUtZkf9vf6vl+uJ/83YD3vUZx77+efXcB/N9Zz1M37/sO8QVWx0qpiUxxPP0yn0/7efPZ58nk9wb/P8X+k+7xGMKsUZzh3txhi0ZHQYoqC3VYEi+GDLIqnNwSElyI6XOhasneXCkAMsOGDGGox1ncnr+6u5tP3/fRePy8Zk/eVYDLGZ2YuRfAfl7gVBSgK//nriE0FBNffIxpQVRQdE6IM0G0ePVkKdbI67KfQpzeHrDKPZvo7qnE6PeyeHzT1QXPQnA5//F/jDP/qpnk5WTQNzhV8imO7usdrFxe/y2dheiQ52C5wMgYddOszRkQ+uKsMliXOmYkRPajL+ZAA/3GrW3cuxP41iy3vDJEO2rJXVDLbzt//hhY4nbe4qTzqWjQZU/8PSOPrg9cDB/x/QJpGzgUojc+DSaarI/yCU16CaDNj2dx9ESUfAwHSWM5IwpeVZ0ijaxeh6VcsG65FgGJYzkwYKOdB0y37e/em03vTw2+sK9c3HqNV/v7+9w9vntj1dzG9nlxP3blDmQzy0607GbBYuhOHg9mpO/PoP7kTj9l7d+LRlIltdH/hTjzKzp2gVIesMFTZ2PUDs96deNRl2GyBZUqz2CaF7cqIZFG8nLsTj+pfyCNJU5cH7sxjOnMnQj1HWaa/T0ctAxPNcgot6/v7SRlSzKn2ExVjV1zht5kuJrO3y1Fam2J+050aNkVx+447d2hT8RfzcscDONGxKJ6NVbZjPsXHdSKJZSKJZv1CRxJoUGW/99PD9yZfo1CtEvHnfJxk0r1I0vRrX2XndvgzaY5FvR6FISTyAGZJy/B8gKSjPi/taGiWHMvuHWIsU1EUadNhKJsfznsMbJ6nBAiuDlVjk8kh40i43bpcLBYXZV9dVapDthDcueIfLhRp2rtbDnV5pKoc0c6R3FIIu1kgKoTuYCAlrelOLN5dNa8RzRh7B3PxcD7leH1ODhi6OZ+nNn+9CqsMkfp77tzjKuSDqKW44H2jkkENf7UjcY5MCvIR4TDSGGL6N36C8h89GJKAKjM4O7RLAPGq31CYe9N5d1xcXbp8i+Jy/nJ+7x5q7Dvzzo2k5moMenaMMFRLtSzZtusvgQ4cRq1KIhNGumxVWS5RQHUjFpUqNEaiZS6CKdRxj46+P1yCzY2/k1Mo2gdph5RG2yR8CMxiiHb7D3dCQLwsbtQ+i3lSZb6uxpza1cBH5ZQ3AOJtfpkuF8sznbtkUJBn1t0RI60RDJuqtswmcpHfvb3xHIerwzVan43KV9YP02Q4bZ5UKMK3JzhjWLHBgI5R2DqCPBtXu+Q6bd05Ei0T0MhBF4R10l3/pJs/WkHbM7CDGLCXj53vFYFQy4AosSEelwxDQxKOAm1nhQYKOGA52UJDKicjpq5WVgv7dQwAk6yy9edXd1lriMyY9Xarpcfpal5Vy9V1WZZf5zMEwAbkxQIV2iwerMotOviqqhcIWy3ma7AYZUQt8g2MTFVlJCrGZeWHSMcyx3pA9sU1qbKUV7qZUojHMuonYgXpgYQPQIQCqYZaZmmrWMkyLTMaPjZhfHjumMF4j5e8s5gsdAedL0PJ7A1fCwGpCJuiaeujo+1ki98jtl/0eS9mdw4WbVF9WPXVreX80Vm7mJWQZTfb/nL26N5ke7Drby5Xi247Q529uD3vbt26t9yiyuJcuiXY2gStK2rdG+TULALxEqmWNeBjBEvZmSSYEy+rwEgyxGMZMJ2nLTzVsnZxzNa7I0USLW7fV/iIJ+BDdzzysWyeED1iExaQuxjol6N8MDyigT6YnPAikFFTSstwM+F5gIu8mDjzT5fzsju420HZZk3RsIssmtuTbdHMtpRfM5tf9eWigSHcw0BpT7bqqZoPmVE7D2xniTdu3cir/ZnFaJbaoCag0suGr87JKVrlt3U6cYi0jNjediceVVpl79dPyd/YNW5Di5F5nz4wy3XAHouRaQJdzPiILEaTx4RVdmkhxK7YzFhl5zZ678FQkSdQUPXYDKnmN5tq1jaLklOeq/7+/flycXdbTTVHqrpZ3yxQmZiXNbNl1a1PjLWaLO4kSocPK0l6rLdsDMmrLBHvkzV4EEk/UHTxtCtuBixoPbRuYIdKWFC6IxNA2jF2a9B0uQjxWIa0T18l079cy8zIH/NpB22XsQbWwiYsG/7GBJowpqFpjGp0zO2xWQDXhbLK3toJcXBSHs7vLu/PYBw33R+fbm9nJTrGertQ+17Oum617X8rZ93y7rKqt5NF33e1q7KgxopuPuZqrSoQlSI2byP55x3ju2Xtm74aw3nxtaTBqAD+VDS5IoyiEnbFNG0omZa16MHB4NjcbgbTYtxADw4+IuRj2RyVGlSJ0zI2Ik12QaYbqW4uEfVqvqKqDMlYoEpahvvghTJLIA6lgRwGCfVA7fbVM9QRmazmq0+3EH5/W97uyilVuLmzbad3y9mX2Y3y2aw7x0BwUZaTRXNkCwQh12pLzh4iP4moMsthj/lh4Iopgd9b0jKmRC+S5CYkHZJiJNHER5I5L5mJGkLYMcpOBSSoAR9QZSEFFynIKtR2BsbpAQTep5bx5pBq1LKf4ERjmct2ejF/eHVJ++a8KzXJrE4Wi0/T9XtGaP760CwvXr+rCFkBONYnk3nWd7NEqC+jqosvATds0gOjA+68dCcGyhAKEMb7BVrmgOCcwp4xRNECieUWI8D7okZOb0erH9ZcYqRj2Q7JUNKgFoN5GQkEIxZhjN8x8yOA07Kfw2sZUd1Z+aG2mnMoQTUtPtyfvX9wyKwflVMEp2bao9nSTLmoLTmBDtOaQMvcOkMq8u8Y+QGGeZm7MS4cOERjGaNlJPIx9WpHiY5Vk8zLgJRIPpad05QblI1NJ5gfIjXXUNzVgDuB3A3/gZaNSZvt9vl5s2Qvd7yUBdLN1t101t7gWNY9mx3BwlpUxeGLouuqdioJLp91at1RW+rUVp1IcUhXPzBsLp8HEkd5MyOf3XNUKZ20TEH82TOWpVqmsSyUVsZHu7w0E81X2jZc/SB+NpaBlUOKKmDV+GCAhALS3Ty4zdL6sSwA5mXpkvR+mJaJ4K6+cfKwaFa/8brdlovFcn5j3b2fNdP1drlcli/ropne2N7hOmRb9F8ulm/v3Fn2FceykCVwBAuJohrEFYjKml1997W7dki1rIGaI16gu93KaRnHGFpYb+xyQLb6sSDNqIFLywKaf9NiHAYtINQypKzER0SCqx9xaWkxbgJNpbYbRcRTrc3LIU9E2xS7mYz8CP/hWCZcNfP+HFX2i5j9e3lysuy6982b28WT+cuT5Xy2RPHOp4uX6/WdvzdFPX+5ONmyDY6tykPzEFcGGrqRpYaxDE1inYg3GcuK5hUXW0P8Uur5EkACRbUOS0iRRFq2Q775vCwdy6a2kj+KO1pjZPhptpKfdYyalwUI+HCm6B/hSj6COC/LtOx/MpYBsMSiVQdg6iT1oexdrcwxh/XtkketOjhjw/DiDiVhmkbsLsalbFnV+epHqmXvxEfYDmxeppAKbff8bbb6EY9l6LHY0/xwjbFFP895EkWreNlY9jSVB8eysKxgHUTD4rehxainEb8t4xTF/fUkaaL/iZa5ednGDbNWQE4eHKbrw75+13xdwIQcQ0Nh5loWguHBQw/X7i6TMmQPX2QtbsIRcrAYjQujEyLSMuab5gGxpCsmxRUiMSd3GWkZwvPFiHz1Q9IK2Gm1GsRyM5APsULZcKJ8VSwzLbu6MRnb9Y8QaBnydZVyPhjXaDzTybYsv1z/+ZsPI8ZznLXpg1tCRfUyC7XMEmcVHGuZvx1O4KRleUWNCFfQfd5WIQMyi5EEKyOqBNnqBxFVG7Us4x6pR85iPlCEyDSzIiz/j4xlA4e73YYtA0W4BHPTi7Y9e332UbeYHQsAnnHfHkGqdQccO+xghCsQcdNHi1nk3GLMwdUPh70z6UzLECeRbZU+lfYYGIrHsn3IxzIhyMn4UAsgm5RThtzI31ygylqYB1s9vaymODt5JBL1fLsd+2fTsnOSNilUw8NetwR1mPZYRQ+jVg3PsdKWVp9ejlcwaqGvioKujcdx2CdRWGgHc3Yegam29K0ORPD//OHcPx4wNnamZQyyGNUcY5nF4PomKNkqDO0Oh6/oBi21SzY+HXeK04LRK19fjBRoGS+vkA3tJD58cJiqY8SlVnAZaeptSk+UY5kjihs4e2zrEhadmJZ7taxazBbLk+2Hpth83Z7cWZycnKHDaxYXb++8vFM7Lmxe5pnGvLKZaFTXDFM5zC94BuCCo74ZtUzj2HCtypVJTNGoRVyd89fNh/xgiOzaSat2iNNKKqoqA0uu2EVzN7AulOyX6+ihtLf+zOGBaxDSdrIBcjhsisWJRIv6VDb4U5W5LJjwPSxGv6At2jdNyyyISQbfD1ygAlE2NGEckCHiqMmFFiNpO22nneWapCxo6x6RlLzvtxibnhbWFFzu/u5A/nK7RcOdzl6Ajy1dL9jG/VimbkQPsrTsQbcH1BrC1HfDQpMlAOsLhLZ3lDH7aDGgZWEWmfJSsaaYlyGipCkBWevmqau2et0ihgTD30s/llVG1PHBBLLFyFlXypELd6Wcl95dhwEiytYtSTIJAxaf7MhscERn77RMq5/k9oXNyxBgrAxaprV1njyh2xBvI7ZCDm+AEpoZzpWXb8K8BBCssd0Eyv/4sZV8/gHMCfOydCAYx7J2O3VRUXtdUf/1AZfVXA/AgOF5GUPFPDpNY985+ty3vtsTwXE5eMFY4GB+uGJXRa92Z3dpylzNfN/hl3/ql5TVICl07tQyXZnJUXkOXYINqozNwS656Lw482uQ7uBW8tVGhDmMfJfcDud+rdNbxL+EbZ1h2zTJO+PDaSLaMrXMwRVm6VYt/EMT9eAaawBULic9rkId0XqxzrSscFVWFb/Mepfb5RK1Uc/eIFXVlV1RHR9X1cnkZVU1aNsP35HaruFFsTtueLh8WDXn01lVHSvQ7hWV7oHfRlJvKnYEOOhKCXHr3UNo5dW3hqW6+qZObGcJGROt/NuxEX3KK5Rr8aeIPjxu0J2QJUY9Pn4K5jfGTVfKiX1j9wY2moOnpI1Q8GGBm+rdwwZEFROtUFldoogPoWWbBlwhoYjunj7EYbc5r749YeDVTT0/BtFvqHmWRmSahwr89gRyP5wp/w2ywAHpvrGqjCh4w6G9PnvYyIQwTo+RP3qGCoFU/6qqL9rvWIxsfE8X6A3Vpqp69is6sRtUuqq/eFF8pTfHevKgLGd10eu3eP1Mh/bLF3oK1Bdl2U63Dax89A5PcYCtjiHyC5vVnbLklG5Zzkr0LtOy3IIwyCC/opsZGWSANlqX5QS9XDMry99xABk2JztUi7Kk18FycpfNbv5MZKarL3ziTaZweIQDyHQTowYyX0lt9gVEKzLFvgHU0EEvSz2B+KN89pJkvpRb1CfJQII4fHrViymYS/WX8guK+G5WkkzzV/mM3Lxcr1G2K5Bh1eEgpsryzjf29uUnkJlOTFLlM44HpHarKE7BFKgd/8VC1Z9xT5ICGYnogkUEmQUaINgoXzX387HMrzHOS/WL+Gu2n17DqrrQdY8aOf3ta9/NPs++9hj06r6nC13Tv+gatL0XfY+Bo+r6r810++5F/zu423R934JS171gX9H2/S0w0vbdHB3Sx77v0KTq3/uvJIOookbSu6rvVTu4cmRwQMLfHZkOCtluLx6hCfIKCcGNO/QPN8W7Hmzg3nraP0ebB7/PQbTruho9pZhSwvaorHHwZDDHABsvRObrbw+L3fO+f/FgSqa+Nkho3BTGza5739MyPCu3LdKTKBK2/W+wskemfmHZpmVQNl/Ep/2L/hQt529SO3pw2H9tIZuBt692+AUH2IrAwTyvMusYmz+eya2U2S/4VLJoZ6ZlVCJiMUkWyApIx/WkhmQegtR8M8oPGDRKnPkRoHbUBeSaT2GbYYQlcD4Y+YDyn6ZEXzyDFPDfsCtkXYVwlprHuRiNC5M6mteOr4GZLbRjyIOoUj6CscyhY70GaFfsR0Ocmjwup/P5ejK5O5ncufmd52XN8oafELSzCy2d1zPU4a56MVZZWNuIaBZjMIYPz4eGYt32SVzZxrU9n2q+4vgk2NKCDfuB9GgxMr3Fwi8tRl04GgfGB4BWoYy68knAljl4gyIbjWHgwwdth9bmOB3nZS6gX8vDSjmLZfdU2uY4RHPX8eEXYsbnZS6guAhE6Ccbw02FzL+cd79//e0tFYx4i4rbu8bYzGeP3WW7kPsGJHHnLeg1S78qO1iMYhsSaMaVa5OPaZmk6fBnsGBC+NatOPoxjyK3EASq56Oo3GKY3HWCCsifl5EPROU4bAL8CksZ5juIQnro2dz7H5oECMZHsDyqhy8DIDr/vEwEGU8++W4RR6BTHAiSJuIjXrOiPMYIUa9j9TKDPBiBfyyS4wN/Yg4nh2X3ytUWX1daVreTeRmTosqqt+vfGwLDT3m7PeXp7vz1s3nd9H9xxZDxBi3jLIXzneqvocoM8smP8HY0hIV4TY3oaUMEwtzNnB1MaPJwwCE8RLqSX7EfCNSSWuZ7wksKptp6NfSIn5ch7X22rYj7tIPutjAoyI8vT+QUx9Bvvj/ymM6GYjlQHqFAxl6HefNGZz7ZDiCw2P+8rJ59LmercrVoqul6feNGWV7Ttuph3Mzu+RwCDysFba7SESIey7hUoOlAgGQMAaqnbqrkkHo2VdWV/AcDxM/LMAmHse94cgh8P4Dq/Di8STFmfDx96KdTDtnzskq5BPl8Ch9xkugG04yI1WRsR0FlyQesGh+qWLpLgc6mc7UFfJajTugN4EAtq9v20a2u+9hsmqP2cXv2qKuR+dVR17VD4eOxLC6g4TBqVcZ9VIbiKPR18GAJxmiz7LlCTCLXMgI0gr5z1DJiD6vBGyeAjzCMSkRmBgGIKHGLo8iRYKeByEnfYxzLRkRPzwNvYcL4sDrT66ucBf0HK/lR5rwaV/JdEcfG4pC0KhchjBa0qgCIofLyJ2rdKF2WST6W5TAtE7m9FELPJgFRY2XPfT/CNqEC3A60DOnTQgGpPARf7YLJQ4XX2odE25bQL77+YFZE/rzs/MvkA49BExMJpHZVgwPPTMvsXlFhLlNpthIgftODQ3XXhm3Ka5mjIRxxmAmW6ZPWjdI9TE30bCwzPoKeLXzzheZbymii7Sh6x+EwknqqZbXe59I/Q6hlCqswQR15AKhlYcDuPDXyozdfMBShvrricck3paFp5GDXzbIqC7Rsp+UVf+7qfqjLoWM0W+w89nVg7LhV0Ur53luLI/S2jC8XsorHEIqifZB0pqmW2Qp6KJtwLAPN44gmOY29hdGssrc4s7GsXz+MFSnUMmV/KosxQKZlu1mUZp88puteFiOU7ILkLs0nP4L3/UDzcZXDJXIOlI5Dio0YxzJVplu5DnGYWYxb9KWhnmU+F1rJH8DkSes+L9pXXB4IkGqZ+OBj0gE2llkAfjPxQ8sSPmTkh7VufAS8mYcVgFiKGI1ljPg0lQe9hWNsacFtxv7AxjIy6qhWfPmynNFsXGFuA7KzxMhXeQYtE4Oip+cnm42rRBP6OJYxC/w1M/p1O7B+o1YlttJXwPe0KqUZjfxIvKJR3wjTIGLmYXXxyB5+DRifSqNI52iVqZGf8XEn63zSsewFugNkMuYTaxlyamaJu2Tu+3ECeYScGh9WeAq+WlLBjqrp54lr3NV27/MyydUaFOnpTB0rLs3LiRi1TC6tyODU0gxIW9Wm0PJ2ANOykGmuozOKaodtY9QyRdvtzg/i8TDTst1ztSy/5gBoLBuGJrAR2vxEHTvaVcVTMSomHNKxrDpFw9pBsJ5sNJYp71QeucWoJxpBPrHFiEq+O5nViHM1nbxqTFXeLX5kMTJfUnMUcQn2kA6dDk7GeVn06kqAhMVkpkNkrZvlR5c8SjvUMjSN6MUmh2QsY+NH+pFENJZV1vYCMGLKBzNxw4JD3pkCSDqyE2uZcRAzm45lbm0r4Gf0sEJgtXh5d7K1tlR1g8bmFuPuCz2skOLK2iW7GB7lIyGc2+PFYF7GiIkgiH3vBsfFyFY/yK0wxApa92Czek4M+byMzTGMM8zLxCSJhEwAER/OJWHsnIVUywhx60nF87I4sSGTR1ap9Mmn7c3zZoFOMV3pAfbMy/TiLWCGIP94ABVKjE3Y5TKuMbqAqnOCIRgWtSqx8aiNG28+ltWd5KAS8yxv3ce/JN1aajGKj6HuiUHLLLSKNsJjVgkfu6LlSrgrl5CNZU13ibJYFP0mYxkE/yKQB5FZjMVj563kQcvVdfussZM7dRNOA9gQHu8x8q3KNLaOkMDxo2mI3Qm0jExjuA12tRGmM5e9wN7uJHleY/OhMNbhM5vpSAqUZjyW4a+m6RQi1bKmfMG+IRC4zcuQ9tyaf9YMojdOCDkniBGPVMuouRKIR6hlyGpXNNe/uEsHDhRhWZEG8hhndmHTaWB48Gn7tFTrddgUuz9/5Psh+DV1GgWOtDsJ17oU8C980D9BMUcG92nZ/AZ+fJ44BlomEwpp0hdvU4vxAHwE9QUMWobgmCbAlhDxwXxeQixR55Zp+/vrRNlDLZO3Ub67TiYPruSHIB+UT3MMHdMC+fyZbhAgCdHv8bC6sqfSfHmPBzt1EsAJA6zbCrQMgfxfJq8vxOYHU26T3PI1ximn0og7yDxq3bxXe99Hj1zL0LrDHTlsLGPVoHg45J3tfi0beCD2aZlKjVjKKhrLCPY6lqnDnnkZtIwMuUtvMTZ/oWJUY8XhzYgEWsbelfz3RT8DbOOhZo5TexDcLmYzbtthZRnnZbyJga+qk0eqeauiwRoi17KG689OCEQoXhNhVQ8lNKRj2Ua5hPIOtYxI2Uj4AAd1ylfmk39co5e6CjQxGssYXh0ljObzsvo5pwnuAjA+6r9geNhL5kUT7MsmcnzPXFcjMC/7vbmzmE/nejW9ml8sp/NPdCpotrfn08XWrz2YlrmL5G1EQ9yqBv6DgiTzIYGlBTVfkKh1260EucVIhOIaLEbjNycRa5mVCb9hRPEREmVPpSckLlZsMVpgPHKlkx53DIhyFaZbolO839OzyoUOUEy9Kx2BWtbQxwR9VL8pOjnB0nnxyRvO5pvtfXl48Fmbf/OFP3FhjJ+IRWcpxvFyLQNcKzDCoZZFJsWIRMv2xDEt0414WcQj5sNM5XhmVgU71o0IS5NYjHuQ9Dp7OGnLpn0GFVta1uFD7wH5vGww8ouWzpTLl9x3pX05L56/pDdIdY9eZkTgSODQNr6UVuQ9HSMk47hQG2qG+ZDn7YDUQ0YHLfMlrOjBNABUAncdu/PR65RP0nFDJA+cMoILsUOdvMV5GXWMKs3Ah2sSjRODu3SLcZajtYsK8oigeZnnSenS/rcup7NJufXvlCGuz2bA0fYHqx/9za6otncwQJ3XGCcfz36nzUIPq6YGbk+2+D1qqqMaQqyqj92ab1u0vMKAUx9VYLGuyTeueNg0M+2qgyuy2nys72G4bT4ecXTCFQ/TUlcgUz9FI6tbahmJNuj0RaZd9zzsjMymaE7osQiejGhdd+vXRfNPCzLnx239DyYXCPnHiLbfeCjnD6FJSOC44fZnPj3YgDQXM3GDwI84PP0oPsBNXZ2TDAL7lZUUtasmUs/ucNfR+mPNRy7Nx38OmlV3LDYcN2jCIvrkn7YlmfqovrEkUW4qZXLT40xOhE5ZRIxk9VtWM2Iy4QGEUqW+H4BfyS+al9vT4tycdertr8VH7xTXF93qelV+nqzLG6sHr9t1yW6lK6/vouM8wlXPAqwePLq3bWYlvZmq7eoajFyikyY/y7U8Kef0Xz1AJZV/IY++XHOq309Kal6LW2gAg+vpSjU3W10fFs3ndUkvz+ItyIjaeovmOC9XbA/T1erBpCu+lisy9QgH2EvtpKTB3YAoqKGELGK1LcHU5nyxKuf1RT1flXyBdF6uaaotJ3Jd7cvVxQHLtpqBj7ZEocjU6gFkgOLT7efJFukxAG/XsrTfPijfMn1ZLurrW1M6Y7AdrkjtPTgHU2dlyallu0LhlmRqpSKuy/7xmt4C98HbolxTUm8hFJZtXaps5O2770pDbe5Q9MeLO4iLPvKPop29R7d33lHLPqJNbCfbo6O2ffqwhV5UxXHbYcJUoV3SUKo+tu0VDPa6Rbs+5wGN5qp+9pJt53nLBs1W3q+eQ/V5VakJUWRnUIgKgUdPEdqqdVftP0hfbBCzgcnS47CDzh21XJE7fWlaZkShJS9QPY0abfWuhbJD5Ouz+sluRzagCVW7vv+ORMkUagAHTDYO2qMDKjJLA5E7LUOcKxDFgXy0RyR63B4dPSx+W3XUhGJnZHb1BSqnguq0dAp5/rptmhXUt4VNiNJIIadlzUe835ACV8dguPwVRFW2HaQxX0HHeqr+Oa5qdA91u4SWQTZHFBGLyCrbM5axtTSLmR67npiWndyB4lDLNvTJF+7sG8sMrr9OxjIoFjqNCAfJfGjn+u5hgAgtRhdYRb07WtGvaREGPjy6G+Dcjw84ZhGS53bnGmQCJoDIcgWOxYYrKcGRP8IuzUbvl4GTEayJAY/pDayezK7FMOXhODfAyN+vZQeoMV0tXlLKtESsyjBAOZE5b2EKY2QcV7hAHgxilaFVDau5VkB7fEMfpEqWmqY2nLeTku7zArEwYUGbhqj8W8eMY6QYYuvUCKORr2tPxYORlZRbNzuyl+ZGE9hivH4NPrTG5bIiLX9iTiDy9OJNXoqERXH2Fk5pWiNHo3/lhaI1ZjG9sSaMmPjPJQmFCsq1v55cLO0Br4vvwB1qWFSA8fZYjBzL6vv+hZ/+T75fNMUM+oleU2resqckYZuX8QwkKQ4CrJA6X7+lkY+Zi54w2BTD8j0vrjADJR+VdiRQGTf2ho4VE8Q25yDAIIrqclzwrPQ6ImoZU1AfZvMyRA7eKAVwYr6kV5yXOQ80/6TdU0JzQss4f/0AhgxlZKlJWRH9Iwr8DVrGN8R0gkArlxVe75fZPT7Hd9xpVwOUhQ3TTXocQZfYo1tPrl9wd3KSdRHszrk9i7IXGC/3reRjXoZq+4BhqkOX29y52bXd7TkGlnq2aNvD7SMWBhT96gflwgxg++iAjPRo/Mp1jMiPl9K1A87pyAn/AGoZGRFwstk11lVYgVHODe0OACOKaxbMRrfpJcggLS7hRDLnKSOQScZSTO3HaKlFs3ZuG7hpoeO8jIKBxG3RgQRdMs0P3TnDq0YPMFEa1S3OvYO3XdEFkSOW4I62+qGbPAFOMe5x14HqCLbiqis+Oj54f8NWszNGSNRKd/X8ZaxlLEk5uVfPyi8lTD/6zR0sYCAtOc5fdrPyetaj8gQlPffqBRxrJyRPG9B6IWtkCIn2yUcr03MqRFJ/J0pMIzGz7XINwbyFnScHNaMubUeeob+IVj9AhGt7kMOldo6W5mnVndkwBrrb2e/G0tDO9XSAF4oBvEXZBq6hoNIy3rTy4lZHowdH8z9GKB28mWSjAPw1MNQUXfoMaF7mH99qGfWlyaPSzr+Qnm86rv8HbM3VUumNt+13LEZ6dPOLE4xe1c2BkqFlNbIfLNdh9UODEajRFx53LC6RT6WDd4NFY2zdKi1An3x0ewMRN4ZYHqrNcCVfiTLfj2EFHdqtbGwPK0El0nqhu5fyYRh98h1fgdeyhbh98sfSSsvCPQTMJ9+BiSgP3EZRfCSTxzm3sP/MUtlO4qTJjonvJ1Me42vg5D2zGHe7Zz/f90PyG1fyQZ25NE7LBgxPYcUho3AlfywkLKbIS5cwDyv/7ikQPlpUm9WbLyHSNcaH9GyKBopxjVF085X82GJEpAU3RApJZM/Y1NlKfRyv2tzP1wVNmeN19rxMJhNrz6Xhwyg0j/WkbD8yt3ZYhUEkORIfmpYZeLpvXjYsWP0Ewb4fZAIpf/YUtirOEmkfJV66EB46E19yyWNs3UK1e6IF0ADxGuPlpT0dN54Mwb4fSFtVnTY/dmAusZZhDGkT56iMj6J5gRzwf2Am3KqF42H8lJ4Y5EHelO4RZrJ3oGLeX8B8PwS3sBy8b2c57XE9vfq3VRY/L4tE5BAtC/v2N54A+fMyACaki4OGF++uA2i0jxBrmSXFb8BQvE/+2MsIbN2xlhkJpA/LlFaZx1Bl6acNhOEu4Xqd0YsGeLqcTLZLvuJKBHtYSYGdHAYw4d6V/H+rZWFtR7w5xFrmzYqA38RL1wMyVVT+RK0bmezJJ9YykQ/eFCOC/RhzMRCxlnkOwxrLO1MgjJCu5O9h1OTBRPxj23v+GjVGOwZdPsOMD+MQ14O7r8DOFoHJvIzJ/m2VRVpGBitZKwHS96kwZQB3zMPDXrwNYz1hQEAn0TLcyR5xplp2aRE4gDuMWoa7uKltAkLEWoaEqcNlrmWVjHxYYoitAoTPy5R2kzI69jpKyvVJdorGm+LGTRhBm+OxfzBqzcl3Vj/+BWJvYRBsvgQjFeWVjGXIMv34U7tOx7J7kL93ViTdeA8rcl2njmLpU+lTW58Za8yNZcYmVLj6FNpJjJe++aKPYUVdcDaWdbALwI5qS1llz8to5Efw8pDskab5EzW21etyNKxwtCojTdxWtOlf/B2xWeRrjP8DLXNa4t6VHpE8hQWGd6Ud8tfbp+VTk62As/j9MhTjKHPXSapM++SHNeYsxkGZ804uG1Np5I9sEEojKRr6wCdfiJ5K02B9+OCru3IIn9JXl5piLWv3ZiFCQDybbMDIH/OUFfzdlfx/gXE/RjvE8xAi0jJpTuZRlGnZvAxkDRZz8cYeVoiSGvmaHw71QwTewkTzk++XQYh68yW0UzIt6+0bDCNiLUMpnr/aLw9NVcAFe0X1OgywscXmZaxExQEReZx5wDDbMy+jlv10XiaE8zJkgJ/0ta3co6h7HTZU37rD5tz29HR3e7bxJxAVk+6KJ+n7ZamWVf0BUwZVr7GMxNBOSTp/vyx+Aeqc75eFs2IgrbK6N2/zoTzZWHZ1L2mPfp7Ku+0cPdydD0fKBAFGZpyXcQGbh3bsuRAFDRFG/g+1DLEcV3bwjZfUMj9GB2svpK6OEU2VJaMAGS4CmrbQbS1s3X4EQ1QxazS9lrkrTLt0AiDESuW1TFEUEkDEgtUPXLlsmMAnGcYyBDhmXTTPVGXrBJ6NAeOU3WuZdNPFsNS4kOBGi7Fo0b9NFhGzFArnZS7QZ2wIctyz6fqNyRty4srGuDiKMRzdf166NzBcuX1OMlZdIrdeKCX0LjAGRuByqL4SiKvKdpKTbjGyjjstg6N1G0UR1Us2luKSy1gkOmgZzbfzwGow7T+/RJWdIjPj0FbbBlL8u4K2o7MlUT4UUQ6ACDEDFRF82A1d+Tg0u409p2VUDl4pFm8hH/+kZep9EmvU2N3ZQpVrVY4q5T02Ya3Yu4iKgXsgYLMA4HvvSluuwVofElhnBdhNdox8o8I1s+pqU1X+zRRLplblZhx2hv+OiEnute+QcIt0IGTr9bSspnwgqnNzeHWEGOPKJGJFG911mDmyaCqlYBzG4k5xT8GnPUPgwPGOlamFf3BPEmap8RZhVPQOK69UpMbtFIdABTvXXJ1Zwk90ALB3l3iJP241tvMrvDjn7jpoheeP7k4m60OWGAIjG/xCh6g9vhYfw5Mlkr5SyzOixeZyz44EfPBiZ2geqg6ks0JAjDxB9mTDJ934hx6N3FIdbf4EOxKYuJyRD1JgijHk2aT4LBOj9C950zOMv6hj5OHUG/koGTtX1zGCKMpGIT3f8tUDl0DohnUgVb7f98O4YyHHDtotTegrutAXRrfiaSwzopJvR2+MqmKFMtb5sGDF6GoJ7/70q14oEqlyvRCW4usH6BS5UWKxkzyMqI4fbbNDnNmT0qJ4T78WHwekzxev8iqzsazqp8csf9EszXEY0eUtPDwEkvlhxTHVkg+6Bdhx7ucUSsKpfPCuNIhb321AFCW13XVM5ygLWWqOKMKQqn4VWoy4RS1DcqUgDtbe0Ryhyto+KGwNEHhS8rGta0UiEVmMDN5ukZLdktLzqCoLYCv5TrBMoy8ruXHYMRpYjKwCe17Wl5P1ixZNA2lmwyt6ls/Ah91G4K/oqXAgVYTgX2oxMiGrrJ6/XC/0cK1dbN98ONxy/4J6u51P72xbFh0RVWVUYOuw0B9hPoQzCsYYsGc9bIO6RlT55GOMcBYhWNQYEnTAc32DUeaswjaDqJCNetOju0yDFN6/YLlFlsiYXFDMnJepvANRe16m+3rETc21K/dc1PYW5qNx67CLk9u8tHMbU5mGBD1ZzsvEKqDhAGMZOwjC4jXr31hWJmDAucyx6bKc2N5WzPiTSf/KtyZWmRuumTtODod5mevMvjcvq5eLB39wf0m0erbIe+Vh0cxvolwHJ3LVBx23+mH8YBDzO6OBsqRz7sYyVyHcZqLotU6PEEbC0YZbManCQu9MMvhPGjiYqBiZfTpk00wb9TNWpfixF4vsXIm0X7S7wi93dTq2LhEgo2+C3YkFtW6eS7sR5etvDCZPIoA/8MFxiBkooKXPO08Ywr/b1DLZwrxCpy0+xDr+sxPHWNajTwyeUUEeqFWjwt94nsq07RSFVuXJgDsvfi/zjlEWY3G14JfdKsytqN2PL+YYqub0KJtqpACizf3knA4w3wHD8zK1IXcrijF6WEXBIfLddUKwNXAsc8qRwBPNvrROhEHD2p6K4Z57BI4iQKDt+7Hltzh/yMZ01q8nF+ln4AWXrtUyjct+SOevDd/dXafayoERo+yyrevDZYupRI9JUdVfPC6+Iajm51Pr+mNFx14QP65rPryuEIZJUFV/rCtoGa5AZmOHoj7Q+9y4Yoqmrnu0Kroeg2N667r0iCPHXDTZuqUvvAsEGTnmntZ8OL5DIL+x1Cw+MdB5G4MaWwGJihrY4BojqKEdy9sYZBqwuHG8VUho3sLytiYZHJijJ4rGjoTQMldSXB1xYdCoGW+74vmNt+/QOMHbAbTi4KimvniiOCDhe6jYqlUKEjXnxurIFZiHdvULDgiV07EkxZxEBv0LD9/zsEKsLT+tg/Kdbcvymrvjuy00uR8jd0wt707WdPdtu1I+sF254kpSvZZHbj0rV12/Pbh5bd7C8u89X6zlA7tcPWCuSyavi+nKOeZqF9cX62u2+I6UQaZcuY1q+WWdyh225Yqd0KJccfRervUq1hzpcZia0/GL1QNjSrvAtpMVTSNQI2/VbO3IrOcY5kFmro1q19xhlt7CGBHm62sy9fVByXbfrcvIW5hF3DWg7ZhCR1C9/Kyy3VmVC5ABtRNUy+FKbr6/r9akdg+2PQW5UtnoEN1V6GgksCcqW7M2T2jvLQwy8oR23sLXq9lT9G5+HurhtAzdoBYs6+WvR+2HEgMY2hmrrL+gLy6wnbzkgV63dGxtPnbcn15XOrTVB2gZvYXBHv3OMXO+wZwZqCbYtj3kSh9Yu2LCeXkmb2Om14Fi2Sg9yPCbyPX23pGcOuWCjMP2tqNmZI66bVu8Q9SRTPfgMV3rqbpIUb1+sKT7/NHoLfwRWmZXdFpGR0SffDZvZIwrHFqM6aDmiT5E99MpBf2LRYbewiNT7VHdLNrTo6FssCTW2m4lIHO0oOqKRXM6bld/fxyYQsdYt/LJP7Cy8bDZs4O328PqncYyDOUv0c/s3pfz4mh2j5OWbubWp6M3X2S8eT9ij3wlP31XenzzxWMY/zxS47qo7yZp7iet7oqtNhpV0rEs26ol80F5m44XGR8v1vwNhpnMWzj+KNf9RTm5YI2FSJ9sfNRYFuL36H1z4GKPxfhFWvbw0x0a781f+jjVt9n2qp69hxFb/T5zE8RxWdgh+26YW7l2oAz3vRscw+ZlgSSoZRF++q50/v2yF8FKPkhX+Xel0+dlWsmP6jnl4555WI2R3NcoRti70mZjPvwV45h2mHXmvOFHe3qBMOK6eeqAqz0r+W4sK7Z8gaN4upDqnJVLGPmLW5DHyVLztajKri5Rl1V1P3mJOdYYtpZp0rwTX3jgsbY0DhC1bk6QGhtkR6QPX94ZH4GajR5WCjyfBzs3CdnX2/u0oWRadnQfFkTIa+iuA+Du/SM1EIxXf88nk9nbiz8RHrTGXB7/xHxgKvY41d3vfPMFJmH/DH31w2LTzxZd+3qxhWq1n5a32sPtGYsN8zfwsFKTSEQNxFrmZBhFy7TM4mCm7aOFX7zNcxDShy8AYgY1Nj4vM2eK8JYh4cOqIsouW/0AGGGMlD18GWCbrjRaFo7vKGYwlQgcCcxJK4puqweJxcjC8HlZC6NsdT37BQV8DIvxgb6nVHV/IozvwwiBlqHlRPruEGuZpYt42KNlwNUwMSIiUaEIubwTLXMRwiFAWmY00XBzCvv5kE4PCD+WPICl8SVKtKxomur4qSKgxmRUH/6VjEsmtOH7TGnTiRSSUPzlfouxajCD0gQBxmx9cAADC+3+HBMDcyBmxGhvYVKPmwSQaBkbDqKEbOdjWUhEaxyB66krQjptHlY/HGwJPmSm83t0uMCM05gP3EWMOE76HbVieLnBI3SKQ8vqVtdluaL5z73dntBunnOZnIUasLG11AEBH24eH7IqIec2xLDrqcEvKAfwEguSgiwiPryT2AX5foz89m8Ylo0hRccPZqBYQ6x0IyJ0M0madCxrlsmGjeMXbw2Xy8S0zffSyj64v0s/OddySGXluutYy+ZbviwG7dpu+Q6fZf9h5r6MPWA+RTUEYabtFmC0JY8Q8wffsxiFXdQkXCunPBk8jmXkGiHPB194h0jLlOYHX3h1oIUEesYnfsMxhE+DNsXH7Iu3aZWBD7ei69ANX7wVhWo9fODJIeYD/cA27XwyLXM++fYaBRG5ntKvYzJxO9xrugTkk57vy4NU+RdZjNCLK7YAdylIRr7KrNSOMf0S/mHWqGVchuboY55NAfJ94WnUhgt3+RhiHkW7QRCBcW0P1DAvS5Q51TLxYWw7jFqm4F30kWIi42NB6Q48EKm2m4cV6IEpRXRaphy6Gb/1cRd/k/VyzlUEwr3FEoDyCFcybXcdSQ1ReSP0sFJGN/5PeFj5MeYdv1YRIp+XzdG8QxZyLeuWVBD7tCNTRJYak24ObPFzRDov+6aek34KHqO3MClcxV9vZ3DEB63VaTA4CNlOcS2Xt0jOS1wr+QCDV6wrKtjdiS18K1I6tiOEjTzoyowPckSZkvqLoLvl9W6Zf7199597WLGhjPIZkXYEzDKGjWWh3gFxtHQKmxNJtEwRwM7wRJNVxlrWNW7kFDCWJZ0tkERLO0Zf4iGaXlayK/RUxOe11IxFVPj35DEayOGYmuQ/BHzHYvw3iLdqsUl+jHgsi7oZh1zLIkDIkZbtyQNRUosR0Pc8RwRvvuxHyofVdii03J8SYIQh0s350JNWF5PPk7uvWGGouNqbfbmWpXIL+OCNkAGBAbmH1RW/ePtvEFuM+zJI1wsRAYUKWr/zHww1VN2ip8Qbsah4KzYt8rGMAkeUQBbDfoxAaDULZCcey2zyl8TLtEwRgkhOyxgCG0HdomEYenO/TuNpbM3jDt4EjjZCOJhfyr//GkWG0NNH4mmWQbmZVdKqUBj13QFsbS+ow6LjiBAIYnQkINj0sgWrzGJc/uPOPAY/Rlt90EeKB1BAmbbDyA+YAPaOZZf+MTVLoFcCLdU32AjA3TVqrvxb1cjwTMuuTB5j+Uc+6OfBcMnDoNqrpvlK/pX2Fv4XGLXMFS7zyf+QrkIXN5Pccp9883Wwdq7WFmkZ5fMxXRbO5mXanz7siAdvYYDi2+PgnYxltBgDNQXUdAKatBhFEtEUc5iXIQeOZdKzz5M1m4k5C2RPKdxK/phRMj/EDX7PLcRu30r+/+AtTmKT73oaD7fMWvOQQBTBmppDbNQiVdYh5Sv5SZWRj/NoRpmMZY37ftmISMuY1OZlQQ1lY1m/5jO3AOwYHe8dLUbDem7KwZ98LKM8huVUwPhwjUtY+m9zA1xk2reS/5+/+YIiSomvxi+7G/JWxW//hrDnVEEdFv1ClxJ4rmXE6cukmlMtq162WrUZSz6u5FslLJLPRORa9oGMhqLLxrJ2oQ5vXLJUlSGkqrvJpLw5gzpMyvDra2rCQSsAltOgVwQ4llmA1gBBrXsbp+BD+LTK4rEs4jpGsMZIISPmlXKzLJhQrUoU+MOladwL2hTKHT6nsjt0twI9X2+hliECuztvDPrCJvMy7ZcBBBnZSr6V5fLKR3ATIgZb6+alIiFz77YH4ASdWziWMaIz9UaLj5tIALYhRFfsjlbl+oVRcUaE17KRM3vbdLwOtczSuOVB/rpoyacNKFL3NQrEQLwrlg5tx3z6hiNTOyPfWA4oG2lmyDVG+z5XYCXyrvu7snmZD3EgQaMmPzZXZRYBvzwxK8J71lHLwCZPzbXMQYT0pkX7ha6z4MHoSuI80Qoq+aOWufcxecnS4D+mmyKnQPLBKwlAhfa16somixH1ghr7rBFCX1k0+hbR9rByC87hurOkxwZk2o4ULsoAEnFY7v8WJw78gq7SNFO/ubB5C/tG7ixGZLRhKzKilgurFOVxrUrl4w9vIjoOPOPfOIZYCfhHjOfSMp3iJ2DcxwQ0lnn6bgqgRuVJFD0HSBOb90DdaUcVG0iunKhIxP4zkEkQBwfRtg6at6227Q/9okWHlsn8mK8nsxYDxJVfPQf8FGscy3jFP8C9b2BFozxcOpbAopgie0/y9HkZwSqr54u1W6mul9vldM6NG7S38B3z8MafjWXqy3HFFz7meluKt3XD1tSYH58IiZP3fjt0RkLZqWU4lVelBd46ROWpdfMKfzfe+FbHP/w08wOdUtoiSgdvyREB7FSrOYx8SkLf06AszFsY0SXtYnPIQRdpeU9UuGOPiBp3GFLpcKzYDOUyoNN2pDLP8HYuRgkEIKoecR6yxhSISptT/ojridqTDRFEINvWva8497dxTXOMLyvwvx1ufVB2OHNk3j/bPy+r72/X9xHtsmgW3rm1OSQzB4v7VpXRvEylP5BxrTbB+9aq7AzQifl++O5rY1qGBD5NBYsRgxlLpmj4bw89LIFU0VuMkJK1P3vzBSOUJSsO7pp1QXmaOcZtVXjTZeMsRg0koIJ49NK16rSM/Eq+PLfxH+3Rabuy5N+UK/l6dOwCPs21TY6vMcoD/aPuO6Lyyce56xPBkftIMS+lbWOvIyCGreQbAf5yLSzSMpbLOsZz24hx1/nVzuL0k/YWnvo95LK9ha++yCuaYBHQqtxLoyYMtiruYWXZ28HeLwthEwPr14TRW9iF+a9RkFfJm2OZZWhxquE1CsMOWjbSYxR+KN8UxCXMvl+mRTDLwcFp2QC/IZJRBpntSQvLw17LUaDNDwNEFrSIDw9fXFZu0mM0JbZg9d9O0ioD/Fj2Um+7VMtt9/yA3n/FET2sivOvZVc0pwjaTl7SfbUZ3Hy5p+/lQwTpCocPs+qAPrAbOvZyZGwutmxhfLgNgk19+gJGLa7Q01WkhYTzsj5lRziQKd/jptLLP7gp6lmHA3ockkHbbE4+iTZuopA4dGjoSr9RQpDp1mAROde1vv5ar+dPQPTU2OChLdvmFNT4DL7m5nWLWUM2jpVeZDCWGbWNHbqbraXHFQ9P9YisJG8qGwSzbXlAChLFaDW/IW4s/TkP2w8uvStie+3SO7/opl5eQMONDA+n54t13DGew4iyPawa7ZLP7Wpvlquy7NHfywbZcdfTv0uA3sKz1YNbj3COtkH/Xvr0XLu9hct1O+XewuyEnH/v7qXzFi7X5lGLJE0x7C0sb+H+lajRlRbKNOwtLMfcp+Yt3JjvcbFYlXx1ld7COHDjXdQHqImMd2GWt/DZK+0tzA2PMXg05i18RaagHc5beL66pk8ZHXNxOETZxNSK1DpuA9xDB67L0Vv4yO2b7F2YWWOzelmuqATLFchU52/MW5hMkdpEGx6fQaAo20ew2G2KU9tbGGWDpA7Wa+cJ7fZNdt7C5UCmqvZYjLb60Wz5PKioFre/tkft4qKHlpm38Kzb0Xu2nU22bd0ePXwnd1dzGsZ9c37VYb69MudZXp2iL/oHCgmFQCA4L06Pju6hCPTIZYaW/iluQiGYA9olEvIJMtODzOajd8X1B5KptxQHr9hhxtQcN2hmbbUji6/f4WZ7oPTmLXxOahhDDtqWO1s5oug6HDWm54HajoNteNzSU/4x00PnmKLhEtVLKCiikoxtnzxQQwoc5hfcqZibCttG4qLNA6424qYt+6Fs7OR0GMicikxuMbo9rNxrFJXt4H1wc1FByy43l9UvMzdiLcOxzIarBKNRm4PGGsqSLVhlSMeQASiuYY6OwsgNQ1oCG8uGBDncsO9GFF+YiNp+PlwUbQhhL+QJjpCDp3OoVwIN+zm1N18co9/h9wdvvizpL/HUdvBGzVXtbEr/wmFv4Wglnxw8nYLnsO6SKoNYX4SPg4HRQvKFbHsnfYd8jZHvl0VCiResMP7ae26AL7RbsHKXu+oeIzj7Q3DvdY0bH/IjxQSycTOD9GsU+kgxwN8aNbaMV9aQsBKjAQJ5uFn43y4bxQdMHq46dWjRBUf60D/LzQ/3ZaWFPLurXq9D1ds7u6fzlx8hsOXb3FvYkFlI6VNYNNUkyfd8P4IaCatMoW304i2Qu+twWhLW/LjGKFzlvh9D03HgSr4Tq2GXW4yaOIDbtuMmRefRjq5M2qyT3XW+Iw+bmwujxxkJ8Ea0TM7AG9/5flnV9hfbF+xHm+UM3eudl2gO7WzZtm8+3VL985svY8cIsrbraYScRX6kOEQyDwGcR5H4pB6EK+i2QnSUeljlD18SPoqv3sMK9UgxxwoBZE8U8u9K51XmZFnT/Q2i1yuBDuTT5mUh8i8rZR5W2l1HsDmnlwchbYNG5VpGDyt5Cz/QR5QqfjQCczEw2H2CHaWlKyLQMlYhOqR0m63D4MEBCOHvTvKqQa5l72mvuXangkeiov/uwThZNWRaZnwotSHUMtTa+c8/UrykLF0HZUir+fVN2lyqsc/rBRiO/Bgl3UweWRNeWDUPrAY+KAyrdn5HAgecQ6P3jmWYJTTNgW0p/OQfTRVQJxvMXSyMP9HqB25Wm2EHLYdkLEMxmireKTHXMr/vh6IhReCT7x4sVU082mVatmu4BhQOVUOVGYXNcTBVl2wSPqri3VjHhkzL3FaG1LGpTqOXlXaYTWWbHebmWPMuFln4ZEMLnCDiLskoupmrJhuQ/FhmgJltRQfloM2JlSBpwppH7OvgPGWjuLm3MDDmxRSxqPbllGqZIYypKrPsXb0nSD2sFBf9hi4MaZUZahj3rt8xRwKPpFkJ+fNDxQvajzUd5c4bPAawwXX/Pvk8ugfxSsZeT1cAzq3w41hGBXSnEfKOIEWmZWwg7tV7Q/icyp65ZMielzFmJLLwzRdjPkHMx77C7PWw6peosTkpgrHoaSYZzZhNtSxnxfhQ2d1Hp0NY/O+8K61da1yWwyLt+Q5jDIrjRppYy/j/xTgxET5EPvk0Hm6hdw9LYjvFhSFtZwIzwQNBlVm+VbpTXNoxVn3NCgsMscRi3O3ZKS4MQcKzRxg3I6FJy4Ly1B0/IOG25+MY656XjcgYzZtw16KcQSsKx3YTavsiyJOnZ9/dKY77VkB71DcqfJQinzXgPHkqjfwePNZRoLxiFpk0LVamZWqJ7rGHEI8hzDi27hAzMz/SF4DDp9LsL2KNYfVGT8f54HOh5qgUhupL4sffrftyUgYDWGIxXv1kf0rhJuQRZBKUjR04Ba+3ZQwiutmzLBz4fpCY1Zf96n0r/Fkmo5bxLv6aVTIPeZOx+GkR1AaQ7IMIaJ9839Eyo7G/8T75P/ewSnTZaRlzVvAeIz99oqB98iOo6QwkoELQML2OgTAFxWMZWP+W75PvZefBSY8V1TCOZb5jn4ZbihKosu9omSscfwR3NgZAy/xYhkCqXTML1jaYbd6q2CgjFtN3lJ1mOiOB0gh9LhSaaWb2rvQXaHskmnFvYVGofmLkI9IdNsewdQ3VbMbC5fQzqsy0yGXlfD8MkoftITYin5dZrzPyGmjZuQnhQ7i3MAIu/0q0jIll5OPo6jmyyhXmAuJ5GX/r4ZUgQ/z1dibUTi0BcovxW6NPtRjITmKpQWJc7w2RaNmu4N7al34MJsYdvHEX9E8TNnI+sh28tfqBXtWFTteTdSdG5D9ChJ2+vAt2uB8RSccyJ4+r8TWfYEz1U5qAMYU0J/HqB5u1aRluc7bNB/P8BV87qzw1PbIZzMsYFiqPQ6RlnvlRkEA+lgERpagT25MHEI9lRt98Vz2CsQysRhwY9vIRZAdbNdj8vVou1pMbUiFzKtPPp0DLEKDyxlnlvU6KwHvapB8CxBiw12Lk6MGbYNklQnLzrXI8MNi0zAL2W/lZq1KkwJJzFmOsi6Lu8gX1VMvcMUCsZQP1/RYjP32TI56XWR5hTuilOKYyCJpDJyqrMeTi/axiLUOYCw7AeWpQeAcQHbIKTSsJK2QCYmLq7/vks5aRalQ1AhRUO6Q0jmXubvOID6McyHDSqpBIj40C5K2b3ziRpQqQRuwLrw3p0k+ppFqWRTAtMxFyF9LzR2EENpiUjw0YDaWFWDPupcUz1tjtxVn12kmfdPn3aTQeXUTwYZk6JGMZMn4teYw5GR8uESV9Xo8SQzAE037aP5YBVAnSwoFnY0/jW28wljHmrmiuk5X8/E2P1MjP1xjdHo46V0ZRlZGXuky2F0ktxtOSfLhqF4axTPNN7wIUIOODzSCkIG2XDFhjfFL99/VxsQk2E8jKln9pKrcYYysz4sNRHvdjdIDFmJTXaZkbZkOunasdYKHDvMyH224yDhRN3DGSWXlYBVznWpY+bEjW9hASfMoGQD6ZxSg+wpKG3sL4PeaT+wgRH+xYxu+XCbA7yt9B87w6XqJTZAMYVvJ9cULxy4TKnijkY5k+hhVwOvLhu+9gJV+dT+ZhRbi3OIfaAkVvJ21s8doyiedl7LHSKWw0L5PfcdoSs50AvEeRl0P8zRfd8h5WA7J5GfgIB8xwLFOp/s28TOOF8jPYjgQbbjRgTlQv4hUVlC1cyWfa41Qe+RqjyWPMJmiOVATciN+vBvs/mJfd651TNIKmS0mpvTObLVp0DwoN3nwhVTREujKESFsV7PPn4TtEvlWF4m2OQN41F9ZbuBOAlSLLJl39cN/ADGINa4wEiMuJKUSi7dz6MOIKed/gWEZ/gdsWtflHS57KRQ0s3veDP6375KdHrmW1fUhtYJV7LTs/XPeGv/s2KWFSqbfZWLZjlT2HGWubVSBedbhe09+jPtkezt8Or7dE8zKXqagiK6Ou98vossvVOpBmJL9wZ61BFqPu4B7+q+yWWLGR3q1+WAYWCwAZazhAoGXDdgmEbFxF775wmuUTW4vgqTgVH6O2X7EmSMX28rXscMT0mxsbLe4FI6kyoGTJi9cyXpsjKY+i4C7kLewMTP9qsL+yG2Gvg6RjcUjBpfzOu9IHb0/W8v1gwO83ZtxOvZlydYP7NFq4G8tGu8TgywgMYxlyP9/5jWQY3etRtF6IlI4rUzRRMotR88owIa51mzfCvYU9FI0JFPYVA6Ql9Ef9jvGlZaoAXql2CTZFxsRfNVu8wDC20EtljkuFWyKccY0RRWRSfptZEfBLz3ecsfCyGEnPrdtKj1giRLNpkvjgCeNzHowD7zAig0l1z9co3LvSdK0iy9W9l9P+Jcbrf7baAHn6KdlbmMxYIT8mSwZuLDPuEWlXcKPVMMroLSw+AXUEdmHz/2RehvTR6gfOuR+jH7vUxLWlJeGJysPKLrRvj/zldOmCbQdvwELRg6sp+SuCfeLdQFj29XZ7nKgfrRD7HIlKDm0DdnvGMu1mCzjuMZYFSUTLsgnQJB0jIC2DLXF7qa8Rb/rZ9B2/BF603EKzqPryDFL7yL2FT54f1LX8XBFe1foUP68wPeOhOpxVjbxed3V9yuZ5cBOt9BzVcooZC31o+wfaW5iOufKopVHLg3Pz5QGmwhWvQMYO/6y6WpXivH2bxW0ejnEF/kCmWz2y/B0brDLvLcy1rKpez9mdGVEcTqujssFNPlXnTsOIs9iy7ZzTW5h2YtPQUXF9QWo7I/q15NN65EgyzHj29qnlLzI4NOWtqm4PUB0sIgIPZ8P2y9BeHA5mv2rf5W/QDRyeoOnIW7hyZaua0yWqmXuH8bkWDjUtxtT8uLrhvIX1Fvnu8WK+KXqrMm2VyF1Ptbfw+u6rclauzgZv4TWXSetyzWnRKe/024PtmpOTaluWXDzAWEDNXK6cK+yNG6+0tzBdYV+s5eY7nZRs8am38JpGXjUrrw+L5i49aiGdRWnb+N5V5z73ewsjyRlM8LI8PUerdXsLO29hOeZS+qRGp2PWDqhBy5ZrUaNjLolOBm9hHLr1aoU0pIaxob6xvu6Ls8lK1Kqb8ha+fDmRJ/Ri9cB5Qi/+KR9NcQXL53fbPvk9yoYiUmAsIjcs/kN+1SQjp2PvLXwFpiSp8u4MJT1cX79E+im3GIa2f8diPN7eQV5Vu+W7vr22Y9zSc6/qMaLR+7W9Pdny8O1d+6jl50vaF+vHTPH4FqhXbXurms4u2zP2DrjiisRle7F9Dn2v2zOO4XXb3rsBLbvlHHP5sXhUoA5N17bQS1CTQW7p6VjbYPr3Xj6050ftGQQAE+oTDwdIj8Np2/aonsHNt6MX/i/rrn2C8VHpi93rB3oRq+4es+3WR3fu3liXk6V6qbrt2FffmUEvNxvwdgtk+KBlguo1olV79roRzRYKZUwVm39mstfq14+5KTH9ew/KrmkfH+HqwBLSWxiHdyiNyLRt+atPD27OTouj9YsWB/TUSC8y2pnpFMUQme5o37wMYxm1rJJPfoXWuni5vbGezRvzyS+6C/cU6E7gFGdL18iaB1yBPjA3DyumAhjWDt96ssHnYBhDLLja1cGGpBoi/uQzcsHRedgpqQsEgr2FLQpFQBgzCOwucMO9u8cFkNdPhuTnl+/vo+He5Xdn79k3QziyRCtrjyAm/6RlGDWDrwdbThzLHIt2uHQLZy4QyhKYehZ4xMZGOHYib2Edm+EVTOeF0+YfKXZa1ixkMR5N7y9/Xd4ut++hcPy0DFRnMD+cxejgTmiYwhRi2W0e4vwwWNJQ9ihl/P0ywtFgPrhP+8OtfoCqHrC6quVTBTtDFDPymdQlz8BpLwqM/5Stqs6ZniCiXfi0E87MScduGRChezZZT+fRDhlucTnKj0+YCbcXiL+H5svy0+yhPNAfqVgmFIESc1dnkgfuXxoRceIomYnHPjvrGG2nuOpEr1EYOhn58wW9hRdvMf3jLc3LLM74TE1i9Sech5ig8YfcjXVEd8+XuV6oF00tuZvLmDAGilZl9jl3GiS87S4UcOnnZTY5tLLTpQhXIC2fB65+YCbnk7ma0XnVqcru0o2DdCyV3bST9ga/XFXcxJ8Xsz6GohMXjarnVnaGhQCD8gSo41xz5WxPczJb7lQbdIqLqO7LSjJrQ9cT9+BLSX7dP5bR/Nt2MGGE8+mWL9nRW/jjVHsLk4BNpcU0j2CVxpnAI6iblhk/ANI1EJ0qjoziqAUaRnDzYj70Y7g5IlaIFiwumcwr+zowCHjoLU6Wz0mUswCTm8+6L4/JoF1UxSVtWodT7aiy5jPmyQx5MxLo27NYZF+364k2/OZKPiHCgM01+Id4zFnvShtbiAM6bjbi6xnyGDpG3iAhmYUKMYxGPgix8mGrugAfr3mZdYzaKY5mzGrtv79VdQt23NXfMPy0t7AYS1byYbFchN07kD6VHlrigHx3nXhNDcjmZXW62/zP3XUSD6twqfkJTEHt6MaeURsXSJj8SDGw+5s1qtgpH31pD+H92BZtBy0aGR/B99wc5McftD4+HbdLxiQv079CeSDkexYjJymYBfjYzu9VbyN+Q9NTzsEao7Xp5jtfeHWgHqRVFntLEW7leuhdwiVcY6f9qU++PJsCQYwr+TYUViunMUBj+xbpdzI+RXDvSvfct7S/ggAr9+aL/zhgv7bZCK5cTtl3pf+9T/7A6/jFWw7eDAlW8hUO6zDTsminuIEWMBTHqj/UMl5XxcN0D6v84Yv7XtcA83UIc5GHlWVgiFs3bh78bEMkt5eWX/wCQi0DhU3QDJ5YlU2gaPjxJq89fLm/LScw5fVtxPjNl/kWyokq5mtBXi6hlonKT+RBmDxG3Ut98imPoaeyaHum0s5iRHS1dDLEhTZQ0GBwjp7AZBH4MeLeZXVZ/RZ1P4mWiRqmTr6EQu5h1XZGXYXGT6BltoBVNC+SbFItq3qOh2OFBXtYGYXLwPX0cgrzA9X2GfpU6t02jWdnGBPmGOBK75rpO1NSaHiH9Rw1+FTLLp+mrqdxr0N0rSyNAaE82CtVVT0+NmYVYJDaY+QPvh9mwTElIltd096hMHk1apndNnGE2OeDHkfb65Mf0wpaN0SZZ5JrmUF17iAto2iGgvDCYUbj4xX3ASa7GpqYdjO9O5nZVt8SgecDHFzBIoFScgS0l1sYId4OGtFCBgz75EFLcowZTHpoeqXlFXN/7F/J945pPgV4ihIzk2Eso/4EIjAwRtSqoKjMMEY6L3NAXp5g+DUKmfERH0KsZSo/UofxhudlGJPcBGPEkoYHa0xfoWIIIjQfuSGE9VIy4wMflKozA1Pb96GITlGiR5wu9zirVMvc3YBTkwfJ+fX7ECaTxMMKQtXzMoNZ1SBs3/Pwz4AcwrEMokDjk/UdIO27N7Kdw2Lkvh/eqB1IZX4am/QdoGXi2YvJRhJjGMtc3qPlTMxLyr4s5dRmMaolQ7z4KJZA21urMAAno4EbaRlTxI8cgHws0y5XVhOC7XoqQKa88cQeghoQsHuXbDsGuLGMpR7YHaBAl0Xgx2jlbPwmLh5xq2KkJfvcALmWTaEyg58ZDlX0YUfSqO1B/ojM/OCKqGdKCJ9KQ9cr9zVlh6p6AfF3+tiHtm6quH5tNcbbIjWMqVXRQr+omajoddBJhWOZ8s7lkVmMi6Q9hvJgppBH6NgCuez4mNVdeshiJPdObEhJBtxcnDdcLY5ahvvcke1f7JO/XXiyBhvLwiBajBu/gMPkgYcVu/IKmplIIjPyaVyLUY9H1DKJUaXZZbue9g963RYafkBia0/MzlFsuxNo2WTyioomZRu1LJ6XoVCZPPKvc3DXUw1QDuNTaWbK2G/GiQeAkB9YjJRX4KhhEyUm18CKk8wn/7T84ffLCH5HOTC+XasKK9bmIa6BIGbkYSUefv79svQ1++K3L77cOlbh6+0qWL3SQo/FqlkVmuOCC8+sH8sQhdv7coHLqoyB4iu2GBHvlE82Qnx3XjbA5EGpk61LCCacl2kAgoEbaRkY3GlvYaZQ9dO8xz9calnSCqU7pmWBuMfNGxySVoWL39D+VT4H8xYO0fYaiCwfIPWwqormfTQS5Vq2IR9aW/SQlhlA4rzqo0pHwww6pHq6XN+Zz9n6BiaI0HLlNs+YxaHGynFSHs3L2C6v7p1GhdVYFklEHylGnCFW4OnFiPhrA01VtBcXuZZpqxbZnvhTa5dxMUiB5zwZ52WJXSKwKiMtwxii5BHysQwYqJHr7FsrSV7IJx7L/P0ws2EHb8LccAbIlhYf6lO4hceEKjcMqIZxfgi79S2HMSlZoCWRluVFBVItc6wGjSv4rrTWvyMWXJe3d3cdfleaZEDSp8HRn8qzHrdMy4bsvKgCxPOQfaXI98l3GHvk0PzYExFItYyIuRnffMkpqFHaCjoSNYvJ3XLLVWN0LaGimpb55PdnVLF46+BkLHOPt0JQy4JeyeC/yC1ETViNKQY16ftfo6geMk/0hk1zrNV1WlIwSkHGKEV+jAwKXp63wqVjGZ+d2CMSj3z1g0S8jc56C9cYAd5K+sXMYtwYu0E+v0nLGApVB1WL4EBOW3s1sWr+ouIgpWdhQOW6QHvQdXU+fXV3XbZhpYZaZqn/xY4EijESsSpTw9hI+/ySJoEzVDis2f0dY1HNpw25a5bll/LL++oc8u64kv+VyRhxsBiVI36a2HbOxjKkSo38fPWjX4BS2CdFHSMzbrbJ+JdZjKlxHY5lYnYRmnIUiq3t0dNk8ocezOT7fng+vAzvlUdqbjuoiVQn0TLwcfIoVqr8HYVlOIMBbCxziSSEnp4oDgy4xMw/7RilZUeLmTaqLXbTxbzrp1t+Gq3ebn/rln/y/XOSCff9UCbZPvl7LKRgWZLIx7L5DbSToMYSLYMYY5984Oc++dFYdlk0Zf79Moi//cLB6amy5+46ARcgN+xh5SqykykXDOOhlmnpIffJz+XBjirgdHyy4QOXgcXIsMxiBKrZ5EPRTO+XC+28cqQWu5y1xZP5Cc6bE/+ZkHBeptLtmZexE3EQD+lKvq1+hLJxb3pYEH9DLVPo0SRRonxexo2BQx0J3uIkIiMfuILl2hTtzcmEXYsaoDZEClXErzEyDIPMTntY4XKUd7zGiEjHq2EXWENuMc5snjoQSZow7sWfekCZ9n2Nwsayc20R54bQ80P0ef/IXWfz+222HZYqcNeR4lUfgk0kyEncdzNk2nmShlzLzmD7IKakxZ9Qy6wBNN5d2SMdyx7O0wFyXP0Ao7ArtB20ATRRqrqc97PJK/fRMkTqqYdBpQ/zQ4ShBEjS0hHXW58sW7jGeEm63+bJphq5lt2DLBXXYRzLLmkfQADtWHzV3W5aZlp2bh92ND/GirY5GhUdPuoZmbySgynh3HX2wU3o0zU15elXnMXn4GEVOjoAJgn9RmMZwPIEQE62HbQQChnwl7Yfo0tpzMUxGz7KpKvlPhjDKR8Zwg2RXBkTSB6e/ziKq7W8CQdwKfdYjFZlx9vl4CBR9bPpsFFtP+uKqj5tDraTk+a0qWFF1s/57kHdNKhgc4XlA+yDCsNt47xe3QHWJ+jpalM0B02/el48wRVSMBAHRuXBOfY29BbmVf3w8tKRKbgN8Ejm3WJGv2bud4wKpNMwKtKx4Q5fH7x+Pl5twAa5wRXJPD9ompYm+8KRwYCwq1A0RJW3MKMexHsLy9KDEAIyzQzDIF3YcbVzLO6MKabghsXT0FsYh1Md6HGNJqvAdn3WIGGFsh1IROSCV3RIpu8y9DaZl6Eid36jWrq5si2wsvipRNuo9rxDlclb2PYWvj575PbfNf/ef1byz20Qoeu3zXYlkdvewsXi2vnArpnrHHEwdYz3Fu7WfqdivkY2eAuvHnC/Wr+Nr6NWyun4j7uvtBtwWUZ7Cxu167K8hcb7eUXngvqGHHOb2bU2BYb9S4PtLTheTz6vP6/fovjOWxgHx5Tj5gb3Fh5cmOkmbG6+u6fghtQWd1+xbIvymq5pS5K5CpkCNXpCG7V1e0UylNTBs/JaTJm38MqX7doktaJKkRrSgxpa596VfKapoGXmQXrelQvujd3JJ3/T862dFthObuO3q6qz9jWYbNr+FfQPtx69g8613Vk1nXlXWBzAa1WXW+3f28mzE4f3KELdnuGqqul0DFmtlIJuvkrYQTraFNjIPD6F4dq37QGbbtuBaPF8O+PYVZ/RW3hzCpZg5DeiRm5ItLvuzPfYHHtfP3gLOYJ2J29hOpauu7omU1fyFq6KBT8pgeb96KxFYei7TC17zU2Fqyci0207uTBvWvr3nhftxQnUo6rPtKlxffaobpYtEuJqQzIInJbi5ulrXTU4LEC0fX0GhTLeuLew84tW2eqzxQWu6HsMTTwFb7t9Rr4tWD3dLp+oxtATUsega1vtk9//NYxlwWoNcZV7FCHBAFILdwZl9/2crS6CVkzCgQZjiPgYAuNnbMjhftLqqtS4trHMqOgQbdXSX0xmh+PEzaCtWkLuNZZpFHR0Xqx1cFdAPi9Ld9dR2aIlFft+2Yg2/gA28D71OHv2XYtxcyIDqGr6rZvuPf3jNpqhe78MdJzFyH6YfKD/Xr9guJkeZIwWo1v3ZzhOOA+xJytk5MrmITzlKpgSzs09hWEwpZEQovKl5GxnZyv5kJS5guCHRr49D4TtjVm4mw+da9arSKgyhOMStPE/MvL59Llt0HSYPTOgd0vx0g3xtA5lIcpiVLdzad+Kvee+X0Z2uXKu3XUsvYM8zrQqINtqYxajxFFsEIT/fiWfZSEhmR8qGP4kOq7k61y44hxs37xsWjTdtJzNO3Q4/Xo9/bvv+3Zz9Xy7vdcvb7eVdZg2LzNa4qNatpxaUr62LGVVBuiHltr0PQt3iVpjUIX+3GsM5CmqnV6vMWGzEBQViLLQXJ2GQJo7B7ij77kYaOTTYkBk1of4AEDOr1TwqTTCRRS40ocdefq0o3NbBz74Xoe4NvZ/N3ufM2WXjNpOLja45rGlecaVZObDuHT4O9cCLNJfIlbFr9mTpp9vOwuarsaO6FRzepDjNdCSD3ePIVXxeI5qElEr8NVhbuRLy7rZrORXlED0Jk4BSrI9Kcs/+VRCzd6vfjjqri0Jtsecm5dZ1h4W2+sNtcx8Cw1u14MhOmrJfD/Y9pkGcYfo9CbhxeAtHOXigET8stIxTwTHpZryMTdd4TxjbN3nw0I/rpzi6UpmlJ2TB+Pi0pPDHb/6oRyBITJg5/ObTMXz8V4QCzeND7uyFmkXhI+Z++Tbvh+b6unDqqour9CocHiiVnD+8FsFAcOiJyFp2SWu1VEYQbUDX2atfijc5Rae86Qq9K0VJCJ5czCxO/pF8wQpW8nnEjYPLgoFperi37D6wQtS1T3XuNU0u/KU5KpLXDGSw+UfsDv0wLT188Pgycz4sIjEqGUkpeWO0VnctTfyz7GMKZSq8n0Ao/OHlxrLglLqbMNy84yU3bxMH2YFHUWwH+WjbmDPhkg2lkUIimkkyIAby1QOE5Zjd0C4+mEFwZ/pkUMwdRyTsrMZROtWHUwA4evWSqAVWVv9QCp3l4g4RpW5twtiBhd3JzPz3BEfeuOD+s8KcO9bDXDbuzDU32Fp3JE5f7I9rHxthmcAM6Y8rPgRGwRoMCyQh/KxrAZdFjIjv+rebucYu/rjUAL74NYYQRWZsX/+tkRH7MtDxCvXYjppDfWK3xMOC9DZCzdj0EyjipFV6EH4LWQiXbCCcY1fCcxJtSvdsgDIIKiie+LTxRY15kiZqIICv9dSBvNznATewhZNH9wfB1Qby0a+kdNDjmXWIxgOs3cUJA/HJDF6WJFN7rqgsX0QatN3vy1Plj1fKRyyaubzfjqfL2EXhtLfg9BbWK394G5gXDNxumAF+f98Jb+0IvrMQz9GC2snrhPz2LcsHBQTGLyFz7UndYUI+uTH1uee8eF88ke4nRHsgvj9LkUdKGO4h5Wq4fmP31Eg0k89xHyQdrCSD5r1cvlmeu8Na8e1HAQ296d9/76fHqYThAzjSr6Io5+VqALEu54yi3QekvsxftA+Q+4Lp+R5bN0AW1bmYZVpmfERiHf0yZezwNXFoueGEKO6ZnycpLuexj75wAuu5IOaKo4B6SsixZO7iTzy52XuO9uDwoR8YPiCyOKV/GY+vfd7n9ROczi9N73XzzX7GkjtQ/RUGj3Eplkkzx6jVqUnNOgIwm55j5Z9ZcERh1JgJQdeuuzqEFwvkoX6TMtsNxlrhcIv/msULD7+uN4x4VvofmTN+HijFSA7FwI+DGcLm8kM+JRNpdOPNue9zjJ5cGd8DJzDGHoxNgTUBmqnn77v76G3HOummQLQM1TZDyss1jLaHxH/QswiolDoUbR8DysNtYinaKy30I/R3nyMP/OdaxmA1CH30ZsvmGujytYnISPJ03HMNVJOTdvJ0AiaKaPsYgdvlCOODOR7LSuTIB8by1xC3rI54ICDOSvn3qEUyuN4jnqcoh7DwL0YnkqzP99bvXHfbZzFEXMtAyCFsbT+OZUBk8pMEKmWuRwCQdjzMksIIdRfPk8OKe5herifj4hG+nTcIYgRdYy+VUXcpmOZq9SAxshH8v6uAzrGHl3jlI/BHDYKRJ2xt9Tqz/cRaBkIMIM0duotjPvMKuDF/BjDdJ4X9lii+SxxjwCSwuRa5pcbPOyptGPmgE+fESEUarZu6afpI9KxTFzgjzajGIq2g2YQV7oiAWRj2bneMg+YDXodEsDhMtAy1s5h/3v/PhjLEKf549f30/kfv+rJrlj5HuKxDLw186DcFHmuZVMMyAGHe1p3xxoKChr4MbqWmz2VzsYy8RFm80IWo5VGC/fmxosoLlb2Nuk9Wg5h8b2H1QB+pJiMDvncDC1GJo3kQSRPpdEkKI8QJg9rKyAMIXYjVQQcLO9PP0znyw8UgWevahezw7Oz1/rO6A8xapk0Yq8PujsZsB2HP8G0LGyK8snHv6GJB36MO/TB6NfS75elb77kDt6j70c3hXG/JKPMAIU2+yNrOskWmkCqZX/TYqTUvOQyi/Hh+utYDILysPw8KI8wSuAtzKaAW/Gup1X7eLG9eaf9OOyVzruXw+qHeBmGepyAAmJ4EkOVuUUb72E1bmnhtYxrNBZm35UeaYStynpv54Pu8rnylprdVLL2rokXF5Yw3SmOK/l26qU5+H609Bidn3+hxgwvmoG1ocqQTklfftIlmhMjUZnM/LDeklHer/jrcwD8rqeWNX4HDyuGMN3Q61gUgPLw0qKgyYcJnFHYJ47ysN/d4GE1Zl3N5C3s4aoDGM5chrZwwlVEtwRQvTzjPftPTmyNEXd5rUjLQ1t08qHUMtDl229cyUdID9tbz3MYg1myyiApvxB7jkkwP8EKPURsIwqNEAcoBBW02nJjJp4jVPpKi5ElbMvP6wtIdvEbaTISOQO4UxwvZLeT6BvEkoXC5KxczsvEKVMxoN2ipSsGwng0i1Hl4mVVPKVfJxuw53TsdRjKSPRjtMhgHCd0+DMXfVf64t7Cy9C5xyzX+Rdvy4mWiIxhHhvnLVxsnjb25S/yUGy5+gEjlOcbPR/4toMyDPddq6o2boWAd6pLvSuuS/4MPolOeDgwFqqbl3yoxNbNAuFMMTBVcVF8Lcn8sCxsQxNu0i3YGi/CTMsq6NhnvQ6NIHClyPpxfLjnCAw092xV15WoDhYjcuf1pfx4SQN6KNZuYl7mi+F/cYSoPdk5e3DHG+/4iHz10gxE03YEqnXwpogoFg4KCCdXBrcjQTWd8rk4uju6C5ub2a2XX0o+0BWFwcjfiZK2Dg7AMN+q+NDQZGoQG+JdHYF/JcrIjlDtO1HZPV8XBFu6XZr5AaJXCFNFCkpt6R6Vp/TjWE0m7punBovMOEPHaBmRWZ1Y0Xh5yY5xmGq5wrrcGOt8+EyP51EEHKz4lAdCEZ2/DGaoTh1h90TBIlkcQ1Dw7+yTDxuE3sKQQrX8NH1xbztFNvVs0b+Yy3uaeen7ZSBqGsxccABpy4dNK7KQMOKxoO5Jpkjs7OGLgFReHiRlRHBaDfvTG4JTgDvUFUs3QFp6KxyjkY6x+vfFjp/8QI3xnsUjgz7HoMpIQCLFTSa1/NBns8okYnkYGpjezpErX6mArjjqgw3AUuMu9TGdl1lUI2A9yaBlvEfF002LQfAs3/W04Ptlzb1laXsL/y0/gjm65Wq+vYUxVd7CJG8KijPTYGj3oR87XSa2U476aRypaX1ngrBrzkPQACySBFIVLRsHLhTEk5lGViccttaGKs9dpHiXhLRTHC9AANe7p4ORj78dp+XtejkvJ6VNMTA2TFvXESkK/tdq3fzqJJOBs16V6+KQ0yvWCKlL54CPHxjZJC0LjFrGC0Rm/UAqyIa3hlY6l389/lgMdTy/mzyGeTOrjHE40jLoSvIAeIHcUP19+T3fj+KErqebarGgT1S7nRf1Taaupp9oB4GEm5f5IWGH+ah3rJafq2tVNLKGQcI+yos/JRpYxKBlCZGGvh+OJFnWcyqckgqioJjaXQc3fDE1ljE/PgblsX7l3iZFAj4svOSrspOJ+9AAA9dTz4R7Z87mZbyFP0Ir+ZQ07/MoLRNB5MGA6fohfg3q2m/bDArxXX8pi5H0PNHDm75syhTpbvDJBjRTOeDv8bW0nacMws98pcrj2MIAVk+mZZXtemr7Me7OF9xuk77DRXvxBqR29GMUIg8r2V+ph1W+z8XJmEQsNcOqgzHk07gyMk70ejvhp72u2EXxa2JBDU8U/CJI9X4ymW1dILC7oJHvbgphxyjYJ+dCsMoMlnG35jO4gIjmZSHRZH5YWdnCGMGTDQv+GHl6MWw6s07Mg+4639Gyb+YtrA/uY8y5fb9oZ++Rtvp68QLDWnPa3J5stc/V4PzaqlXVB8/RTVSnB00FLWtOD9AY6XtLnW0uFvSobWrtB4fAHuLnPZrsOIDMYfl89Kg93zS1NroFGQsEmXrW0aNW6XFojhfbdzAIeQXz5Pj04PGsHXyP6burz+o81hV4w6FdceWCvOlQN8eoMpRFRLnvMarsNrlB2U75Rh3Ka97CKBQ4ZamLboZA3kPGT9Bim9kd9pP0NmYRT5vj05vtt4PnNNwYiALPZ80pmzaYOjai6LwuySm6IqR4WLQPXuAIruQJzYTcW5iFku8wAjeLPX6MtrvOU9tbWFVWXFHLzMH78pfZL3LpLdcT/bZdWc5gkOFw9zVHhXKFxkX/3tf3tgdbc/P1/r2v5Ca8LFc8yFu4listRM5tfNHj/f1qZf4z5TVGTnoLI7250ooMDs2WWwyDWrlabort6u569aXhFsXcVO19Wf4JgX4FbSgOyKzq93xNlkT93sLbz4PTMWqAewvXZf2H7VTsvYX93sLlDZVtNTNv4Wu0Srr59sVVOytpzTYoIobb6uTVXaqZ3/AYZC4fkhp7KTAlasPewhzCP4LM36jjL3Jhfghqc3kL2y7MpfMWXnNOT6aQnkVszr+770ez5Zsv4ERWSL29f/5RVVb1s1tF070+a29Otu3jW+2Tb91jOb8+OvuHB+/m+/qs+jA7NzffS0REyav2iE7DxT+Pb/FQv26n5QET0iOteSRX2kYOyLums/13H51dU7ryqMWhkw9t273WANueTWefOExNJn81p2cdt/s4PbOdim/ZFsVtt34G297cdJv2sd8NmBZMeyZu6O0LLXvumEKRmP7o9Rk7gu51C70Abx21rDt7ZExx+2Sw4Rx7WcSiffZSvsdGtEZCdPb140fcIrg5E9FDY+MdREQyKCKyqMgURHRGN+F21b8+o16at/DuSFszk6l/QKbWLsx73HW8Tz6doHeXixMVC2Nrfduq7E83Yr39/psvDvkaI+AtEeEg+tLsXoxjyB5ovwchfbXT4z7faZnAYvQZaQxNMU42hIhHhx/yQbw08+MHyJ9Kp+zwPbef4bvfL6sWv5Ja1XP/umL+8qw4nnPXmnq7dFv0jN+Vdvg3H+XVvjcj8nelP45WgrB7loqqef+NdhyaT1FzFxyHcaH9Xd94l4yGGxu5Pd2maGoWXGUfKc7Mj47tMhTnbniL0+FUjDKKs5z+DB9xEtU9ql2AXB4vgs2vidYsRgNLWBwln6Qtfnm2fyyTt/Bhh+EZNsS0vzfji7cHsLr65W3uvkdq4cLJjnZ69r2u+Cks02wTxdyz62npZggA5bELLEaVIfT9mKpCDEtusiEhH6y/MmqF3omGB+rLdsgc1rXyx5WZ74eewYXPlXPfDyiEcvFI3uKEPPyysEf+VJor+SMFVFDc6+DWITcfH4BzWIzkLYS0rOWL7OWWw0mNkfSL3ketGLrtMC0RleB5ma1YRt8vI5LZProbfq8LlT8ge06FkZYxRsM22veDJhnmZagyzk9hNbMmPNAvcQqDAR18cNLB7QUAbdDBPacgHtPOKtsQKdYy1BTnZcPEj7hKfT/6cF7Gn/C70lozzKosXf2A/CEPrrx5hL2OSSDYXYcDH6tn31iGdk0fYS182qkRPX/4VO6xNqsLtMzWcSs/Y/PI++7wzRciGUOAqV8hIJhPJCqG19pzb8MnAlGVDaQfzviO8oZub2upl4P8c7jmcJ59pDjWMlB2ewsHSLWsm2ESBIrDumf6xT/YuT+XR/QkG3wETZi0UcQ0zcsf7GGVgOUV9HgMV6PvB3SM9N0OxCPivpvJ+BKnmqRDNoYUT10zEym2q0BURp7ZuPWcqMo4lKiVXda4B4Mctdi84D6LfOEPEe6iziTfbHvAhA9EajgpDTnNOtMKMy26tw+I/BiZT5ZNPpbJVzmI1a78Xn4MpK5Gm6kgcNfkK/l68wVlN6uJHYylZwHwn2t01jNaUgQxil+TiZCPZYQ6UYf86+2KFwgi2sNqhEQfj2W02104rJgLBr0rmmscP7vdnt2nGAPqHrmnF+HWiAx7LMaN/OgRSxTjp9I/l4dBIh1wtDoKuIMCR7yyh+A++Xuel7HKUFla1UMs9umSM4ZjI6FMgrHMCypB1He74sdFyS1GIajVeA8rY4hQlh8Di3Ew4Ji4xSA9n2Kw+cj9wVBZjDF7zPt7eU21PeaSCLV9REgs0rK9SMeysEUYtP+IhecsuKLvnZdZ3o4dO6gpQRjSKIVEFiOAgd1942RA1HcrP04FncyFfHedmiaPhkaHpEO6Kr7ZdtCKcMSqED5po2mxWXXcEMIKgYnbXX4c5DP+ll5tKk3IQ2QWY8vP4oScZpONhowCQ63FWobg6msT10o+lmnaPxSVVaZxWudIipPabY89AK3x345lGcbddXZmXGVuMvlY9mMfdMJZSOKTP0HrdmZkuE/+0Yz+Ulz0DQaFCjq11pP1S0xMeHutb7oM/fhx1Awo1YSPXe6Tn+1Ypy/emu1s+JSaH6cPYLm6cyH3sPq+PCBQNbDAYrSODwVKErmx7F8g1DK1i4YLeCFyo3abzL6tdYejm+2TP4gfpRrHMmuysU/+7mW5NltQwElTl5PP1DGMw3TAYJ2hwlYPIFLwCUHlu55mWkYPKzNxHLJ5WW+vNStnFSD0Flbokx83YcLJY2A/2FvYCXXfd6X/F1o2yB9iwFDZfEnWNiIW1WbizmOflimN5xLH2FLjjWT6/e54oXkBC8jj1weryWQ6tm7a+qixSf9EVPkz7kdFMGo2pspraySCNNm8DHNcGozD7C1/vT19GJU3YfqLhAjlAbpgNuhMlVGmZWTSfVf6pwi1jNVR7ewjKCMSb2FkCaPWjSeGfCxr+CAHsF8gaN0mnKq2rRIEtm/3/TLbTkofStJHQ3nFiHVbT8uOZPkCs0L1fCVEsvsqpuOoQl8XhlTLqppvTVsk8RP55IOvTbaDN+dYI+vEwXNEDGKllmu1OQ4DaP7ByP9faJlbfeJjcHAe80dZxq0KUchvFM1aVVCJrlbGoCoY9mnC2qwjQOU2RNrIn6pfT9Y9fXIQDSayi2y7umntxP6nSLTdxRgUCMi0DEBxbCokRAtWjkJAAMi1jMJzJ0I4ll1yhSe6a/wkFiNj/NsqG7UMrMeNxyHdsTrKX7DWHReM8M5TQPRUGpJIIiNkufCqO52WEw2oV1wXRhgiM77efOEJQvdUGEWVzw8TqMo0aAXgNegq90jLWJcJp9lYRmuCHPmH5wDHMjfNAwU7juD1DlW2d43x3yD2yef/0Mgn+VTLNoX2mnHXRD6W1YFtwTYWWIyuyVVd2P8iX/8aRcWZddkXVes6QOYkebiXlYY3f/RIy4OcxnwgCWLEnGZa1jwCMXMrNURaxqTZpCfXsrYO1BQI+ABdVmkoD7B6vms/xVrGnP4zLVNLMLabL8lwm/t+pGuMmaWGNCA2iAHUY98P3DFvqAA2ljV1jwrjw4QnD2ipoSgsjUTCKgMpv9SWT4szLfuR74eBNClT8iohxFoGZOYH5WHNziM1x8KxDIRRgPh7bsgI1tRPx7Kq8YuHG5wcUw7CMC/jhsaMYN8Nc6Co8lblffI9ci3jPATElKEkHJofktDHtJq16+lmydmYBvxm9QJJff9CcN8PCesKmorp3Sp8eZLhGR+L9MXb7M0XzcuMT0P88AXjTiQPQvJQGTy0u06gaCMfjENRh/Mybpy/e5bPy86/mIO3Rz0vyy/cxYrvmpbl7G+foXvEyb7GgppSj+M0ygscy85t0dgFsVVtNrLt0KecW6vilQpCFl2rsvj8dVVmofyt6TgBMuc7tw4qb2E+y7QbxfE1V/Jdhem5UPsFWqYArbtz4sArY4sh1Ha9JKDNR1CJ6mwhdkawlTvxwUv3x+dlOsePDv79Ml2Q6qmqTNGtQz7UVNpFF20/T2UI+319RZ53EKBYTh5uFYFc35zka4y2H6NH9/Kk799v7xwVG3oL98tt6/J0FqOJTXTbb44yZQsuXavyMcgSaoitmuYCWXStCqeWsCoOJHZe0e0IvxSVbuLHisLd2hhCWZM2xcvvgXPDOQZU7bFVmGOUu+s8dMOYhcs7Rdc6VEPr1m0OutqGkVccC1XN9KdEgJ9f756/1tHRwS+bo7MxbSytWm1dYRmTUb+HlaIrKuUxEADOBi1TnvjjWOZjkOyu3fPB/Xj14/CCFlhfzoun8u1+SpcrGWijxUhS9gSXQkZmYotbRvohnJkOZzxRJH7x9khp9JjPOBvi2kDBtzgZImm5u0NUSAO1vXxb/Oo3hMANy0ecIIVY5bhjYkS4S8uoPNWlNFdN2VIT4X10CWg6JAWuffuyuGDRIr3EWIZTn8jF0VZE7vyQX2L398eMCBfApkNGkZPqR/c80XPzVP6u74eAiPMvHMu78rA42k6fImjqtzS3sYy0+OPfhZCvO0AdkpYxgvsbrFlnw+/EIk7FGt9lsSLpmS7PNxCVLDXtUqY0HhYT/zfF/NM8qDHloacW7gz4jR2j7kF8JgfedH+I4viwIMvnfCN28Sf3a2q725UJEVxhdYNsszL/tIVol8jKhKi4RXOdMaRluOe13375n/RIbHhKL8KmiQRjciSnVPOV/Hj147xdLH5r2+myLdrtBz467/1oFrrrkBTa6jfHqLGEVqVgDwTqkZ5BMQ+8KeEiXsHws7MBo8Xo+K+syQwFlkuO3yZHqMMnj4TtLewA/QuWJSxmHX2SFa2uCTxtLF83pg7wjA6knIO3oMDzj0GuRG5B1/pE+Qj3iNPXFPCwtuoW30R9Es/LEBpbjJhKnZTlmjt6tDe4qlD15SP5uzbcW5g4Njfd6rSFUcsPVtimwCj0fLbhFdoKnWdBrdkuKGkEPoFgkLZDq6oO6C28obcwWJ2W3EYX1Br5Bzd1eY+W6kCU406n9I5MxXXfGTo+et0W1beD5hH5oGMtuZHv7YvrI95zZDZ1ObWrA3oj8AAtewo2QI1bJMNSebvl2hpyPOXW82DxFCZL1dBb2JHpS3oSkylXttlbR5TNkoGnZceb0Ph3SI9qnM+Y3hWDhWr+muOKuygzIe615Wu3/bIud03zK6p5cwwyOJDo5s+9FmPYntrFvDnoL05q5y1cdX/9BnZvfOHewl9m5fWjx+aY291YT2Ahub2FT2fl6uz9ttnKo3bwFjYPjWVZ3gEpmKLOW/gvMOR2A6ZHLdTIb+M7c3sLG5m/zKN2XZacA8F+vVNcuhojNXoLg1oJPvrymtTa1Y1nj3CYXGtv4S+at3HbD88UWgfIzFFlYCrwFl5Oog2PcTBvYbRX5y3cgVHnu7xCR1At1nrOOHoLL5pZB27ouuv2Fn5v3sItRISy0VsY4uAuzGTqr+vVm6J59cBJasV9ky+X5StajGRKZFbbpz9ZyUcDW8r1tJ8tq9ZV2awrmq5rX3+abB+3j86qd4/kQ9t0/WeI5Smu6MfyGoFvbtO/F3lxp2GQQWPWkPMPkuNQdy10CgddHXS2t/C6o0cvd+N9eFlVj+ilS//cR0YG1Oq779vuAI22RYf9123UmB6W1Y/1Od2mO+vvgkOkQJeDw2sMwN36bzH1+Ba52XTrt0zRdvQP3pAoqqx+RBbpAkxuFhev+VjioOvozN90j84wL/vWdWcUgbyF+3Un32W/RXE7064/KBTJoFA15mWnjx+RGg/qQcyF+dGZPKFR4HLpCgVLsEMR2zXKJjZuPdJBewuD2muQ2XBP5od7npdtZsFYtns307OoJ9vtU7e38L0ZGhqR7S1c/JsFmrjvzv0Ya2c7A9aFp2NIVXG2Y919c4IKW56kRUj5cGMZ/wysfxsZHGh+RNDj4gjZWCY2AiqhU5ywyeTxpzsZkGZTc7LnGZWk/vOn0s32gjL8Bc3h4a8vkUGz/dVRdEa+o+gCI/quyuI8nbFl8UdRjfLEqSwwS5ctLll6Ruim6NeX80qvIO+Fbx6d7WHFPLzVF+WI1q3nZX6kt4Pj280Kyt91QGhYHpn4Bk2lPdGQ+IDgqbQRdbkRliBoOrA2/HzEicwhsRiZf1Rlu2726V7fL/i5l3q77Xt78ZayCJ6XaXYflsTwIVnJFwdRUL7GCCDaINeiCB6+jCXkg5Yj+uBoaIwsKC1z4H+ozW5ZmBhnVSESf0plb1bwgLTpEMxjoJb5MWbInkqbLAJ+xqfSw2QuhMr043kZZ1t0ES7v0Jn5/BaMR3kQC+NKPnLWNhDpI72YRfLHt73sypB1SEXjHPl8pYU+FxZW0eqjYkxWz7jgkO2uc6lXs0J89VXmqNZalgiQ8MHXxHAwiRqylfxK75+yWl20aFkYYbtMHvlA8Tx5GD7yQaKcp/JZawRY6ulAUNn7ZSMqGKCW9+7hu4dPoaXW/EYtc80x+35Z7FFEGouY9J6n0u/lFRAgWsnnlLq+oJ5Tx95DZVAJXLAKEzWfMNpGVAItI6rgjU5DPC8D9P2y0Cc/9loGuk+YpXJNwCtjvCwMMdFbONLU3MPqLeQRcjqu5GsWhsL10Y520BtY3T9dyXcwv3sB1MBKsOspP1GcvDZAXpOOAEFcBg1LkWvZ/IYKIXVg1xT6fiAc/9tXEG+3mnym3Blv3/fLwFBQVNuPEXHtf/oxrD18yF1HTDhkY2q/5gupAYLvl3HwsXcDIiQeVoDtAjtyanzY2GUjWbCSj3Hzstjs98kPmGMyz7nbt9pVfzSWccUeLCaNN/aOZRrt8hkUNH8aLI8iWxE2hKLiLYw7B/0JTN1hC4/gy0qC+AgbRqRlSHWeeVjFPhfIO9v1NNMy7noK2cqcEbOhu44CmnXyolE2lulhVNgwAg8rqgjIzMvwPgJ+Mi9jhaOIsF0uN7YnEdJ4SUVjGTjfZe+X5X139zhmMdcy/1FeFpp/gZbtLit2Q0+6OVqamkclZtKxTK+PhbmMe1iZ4mx+8n4Zqlvvl4U0srGs5sfDkb3EwQYSffGWfWqVfk15jzwSI3/kgwubV1CENnCsYzuufpntG8uCeZlYkpUFBrmjtLFHjFqG9lBd2SY0EeK+OxKig1mMkUYYxm447pBIpL07uRF+qZ5j2aiVHr5lEYOW7eOBiC1Xi5VQFB9xGFfEdBAipzj/lbYoQb7GKDZttVSItd0/BxmgiPd/6PtxvmFr8Y+ImAKX3nEp9Bbej6gjsA46YSLXMknf2dekm75xUn38fcJPfrgr/rDKRrL+LMxo/EqgksQ8MK+UD4sxijLnI0ekZQ6xZFItC+kbjA+m4l/Mp6eWGPkITJ5KD18x4bnnQEfTMp0ib2bvDMsBb5J5WbH7hhY1mjFo3WpVYawKwuX1wG6gZSB/xfcybVjXfJszwnQs2x2nsrD9GMdsUkaz+eHuXRojm5fpvSj7b8hcT6tvCRE2YddyHVJGzMNKcMKOXlYi9mw7ljyVdqJDryfq9jheGB++IBPebP4KembGi1sVFTY18nMts1cCDfwyiWvdqBmmL359hRpLBoB0LGtmiBC10G7lnLJs56HYyCfZjA8z8u1cyMayTk/4jVllFmmZ5EE+QuQWo+QxFjjgQ3xCstOwcKjvy+3d3PwIn0oz4UYPJG3fPNYOLsRiVtvZrqf5PCTfJz+1GHOffG6qgaOa5+F6crPXCz0B5KcR4KHxEUhCYxlbrxgvrvYY+QkfCynE2D6dljkNIEKffCF38EZvEFLYYzGm8ojGMpH28gCM1p5l4WRe5qaKap07YGQ7mJfhJghn85B8LPs3X6PAj+NS8zL71gp7oSdLTCNv1s3dH2vZ+XO/h9WAYAdv8fqTd6UBfaQ4rKFsLJOHlf03hFom/WxSPnKL0eQxTgCND+MUhBEefI0C3LDXyavsyvawMigxCVqlaOjgJcNDLePtqpom5X4TPZXm2NP7LWQd8rHM7Yw2RpvJ9wMZvLuDYexmWzRpNqmWVR/45m2IwWI0qufawi1EomVV0UlRQ8ZSi7GeajQbEWsZJZJuB533OpBHhOjNF4A757lTQKvW/cWP52U2LZPgB8OBbJPXwFtYzSriX8hbFRBFy1q3jc74VTRkxTFEgc3byWSrh3cp0mVh/XIcGDB888XohjVhVwkfxiP9MwdkfowAotl/IdQy9Q/ufEQ+ljGWX68njA9ybi86xI0CpjRYyn0/NrbrqcOQxNlHhEy1QMtAWa0qwzSyGKPcHfIdvIExJ2L2QUKtoGN/8SvCsbyJRMtcBNul1iCL0YUHj0tGpBajNU5rPw6pxSiAT1JTASItc7kHq3xANpZZMQNGg7Fsj0At+k988hXpYfONxij+N3u9hXmLpatC45oB+Tyk4sdw3RWRadnQriRX/NjaXsW3xGhL7mAThASI1GK8SnqsYF7mwtP7CR+4iwLHcdyYOsJZ39rdWsxm87LMPs97nTSK8WEiNg6q5AWwap+Rn67kv5telOWcZbatWnxRgqQIAtc/+SwNGZmHy/KAtW6V2IE7eIfS0o4EzWy2NncBoJYzQoBsLPNuewOSNcZqMRTCIV51AOaUQchX9hZnS6cOkBm0OVzJF/lvfCQcIn+/bEmiwcpNMJY5DiWPEMv1T9YYMf5tt9O+P0LCj85bGMFkcxzL2NDQA+Qr11mr8l949ci1jCv5oKY+iWW5gvmhbXK0Yx3RphZjupKvXX6igpqWkWkEo/U+CMclZpXxYZ82CHrs/RZjiPg1Ctz8l/LwVU4EfCCYGZg8HBBwfvGzlXyoDv1/iOqQU8PG9mlEYcaxDNS5wMgVdEhZUhHs/TKIxF2DRWsgGE8wuoLG0cpbalrHBLSSj3uig+S7i6/08FjKTKy4VKp3pXFnIOo6RlzTBWH4KgbL7DYbcl+j8J2dzcsU36E1PnDtBLhwlgIvEYoyDFq24R7prDJqGc5gpbCYpmW45k0ldE82fMlcr4NS89K8Jfh6uxIjPtuHWa5238CNe/XURfHw92WPT348L+vdSsGmOPqk91nv+Tm9W/1gToYNxGr5OwytSvmzNf8ytDsTzeCu4zkszsLMGTrjbExdtYvT6IuKw8JnUfyKco9cQIapcQ2L0YneIZ0mjK1bcfAj69sK45INVeayasXT+MZBsQ3GE6U5/sMR9ZwGFqOlKu7xhQ9AKztAqx7c5ahjO3QIlu9u30eKw5V8bts97dqWn6uXU9xl0fGD+x3Cbk+2bdsd7/Rt+x3CtD9kNXwpv3s6vVnpa/RIe9axOvnheDBSIw4CtYVmTcczuYrZB/eZHodjXJFMzU1XJoszfbC/8J+hd0Tb7iPKUb+8oHc2iZLMrVvcsqN57IhqD8ruum9pULRn5lv38THIuI/aV3XXNUdlXZNF0u5aGDhMyK/ooRgi0/GD+3T4U3odivY1XaiGb+PPThSIK6QAiyoihEJ9u3WLvnXOKe74liNz6xaunFPcZfvo7AA9yNQ5xTmibkPOW9yldEffuPOf+X6wX7xdAr/Tk7V/Cnu+n3VFv0LQ3fWq5Kay/XX5DHS7lbw027VcT7lfbXu4pc8otPRYPqN09iw5mC3K9RKavnxQluhdPpiz5/Tae3myxXe4hzJ3XARez7lRLch4D9TtqmSrWqzKJWqHn2jE1XxVbp/uiunqmot/YErUVuUXkDl79WD1GryBtiPzO8hoa1jYIg9WU2jZErwh4fLB6iW5Mab6tXxGv16XdIFtjSn6jP4iMhwT3aHaTtZUs4Ujc+334l1gZjIFGYym00nJbyyAqWfo/ygpUKMj6wtftvouRAoymxOUzVHD4VfnwbomU7nFGK/kXy1m3cHB8z/KD1feW5ju089Pm2YBG47bK1e198VG89pVB9pTYNPgMJ1VzYHe/m/ooXxeIAodZdzOy08OmsewkKpTeWZXB891OLXNpQ8OcOjoRDV9Ar1sGr4PoE2SodBu52YcoBDvFjfpBIT86RlOX2iOns0p0m+cg3dXvm6qS/pLM+EOZB4WUCHzxX6CnNqyJRu74vwhSkstrWsuodCzm4UCGQh0h3u60q7Sl/UBy71pDmoaN82nxRMM6QFvYOqp/Mw3JIMrOq+zbEihA1lUVt8wsJ02ONSrrjnl7FMCK5Qe9x7qCrQPnrOJZloWreRXJ2wlMDoWVTvTc1homXW8sespwjZLbqcrkJVgLDMgNXcedRCR3PXUvtdlOfQr1Bi9xgU/etWR2YvzcF7GKFU62Sh69xldgozOxwhGK7MYp5SBceGQGvmdtfWRl2Ass8BmwX2FA0SrH7qVfrT5LJiNgAzijN8vs9LTyI+0DHGilXxUjGZB1XJx7ryF+1lrS9xOQZkEB9SVs9TEizA8hR1mv9uF8/3EDx+tcI2R9xhmT7U/8BtTciWBoCfr/sUDcMMnrQPZI1iMvBiIuq9RDFtRRk8UlIzzMj6KYN5XMPioMcNNYlhj9MsVL0HT3jYFFIgqI4fmJYmffq3PixsJRnRVRkvCuJXFqPuOjs1TySVD+ec3ROI5wz/CcrXEvnCHmku4kgF88fZHYxnq4Z5aV3vxR1Hd597CzQJGvlYdX5rFiF4IWTCX0/XfOqJGuTbNNz1wk/8RnTfA4lvTQ64Z0JYZWrezoJCm1C0AvSJHHuXP23pUB7rtZ+qILG0jykecTCGiEK/mQ7iFzlJF2KHy0Uux2LSVEbx+z9Vz7aOmhFZl/HKrFjOAkz/tlsx4vmHtPay06soG9d7Ny/ir1kNvYRwpG1Yx3ZcwRjGqRXRaxgsR5R2rMltPJFqMdSoryah0fLJh95SQq/bZWBa9XwZz43A7/e3FYkGT4rY+0wMTStKTljlupCFP+dV0C7BM3HvPuGf/0WY47PMuI+BPz8t0h4XgsZtjmocoj1FjfAudqw64Rx8u+ygVjHzpPSPbr1Y/eEaijAs+IGWQ5R8Duy/Rnm3Vkq9I6KMryIvy1S4HSoLoJDU1lcEVuFK75yfJrWGRIqQLK0NpBdyRtzDSIi4bDu6CD14ogoiaPPDDI8nMUULjw9hTEwYtZYSwXfE3smEuji+q3Y8tRkR8x3eK7ujVtQ4W3+xvZCB4y8UmxePCjR1JX2OZMmKYlZfwZ2zdB+PTIkeYd7WFx4qPm+QtbMyKDGO7r+n40HEqbQej46jq0N1wb0/7J7UOxgjutLBc7Yl1AkXnKKovPNnFwKnEjBhG069+6EqFwP+ol5u7tuUufXYDp+e+10Eq6+ZdTC8jVm76ZSXktIun0gh4+tAvo1ZPA3eGwNjkO6F7kK5cj2k9ghV0G0VcbbLG3LfPadYP4KuH7nREusY4NP0B8RojKSQMJ8/LJKAkIzadtJi2q4VD7C3sZKxfj2wln+J2p4ZAHqTrKtPDLv/D3XXCDMLnZcZ6Usg9a2qVhoIRo6WGTqBSIyLmGMa0JwBSuDGEcEnTbNKVfPvmUhircyv53mJJKQR8CKjWWNgIKsO9QgiaTyq54zrbqiV7XpDLQ5wEFRPtaK7wpNaAfF6WreR/D2NSkGXW1ZwfAgmQ++SnH+UdfPJNTxGlm17NF6gxDosqcqRlhI1lAbKV/OVHZTZCWubbAxkd5xqG9HlZ8Z65XoXyCpqOoLFMTc3VbqxlUHXyESHTsuIwkcfYdDS4oQ0/1heFAnz4/vfLforA94OoioMf+n4o59kykByQtG6IaP6Zb6vfpFFoOwIEVUYJcncd3gyQruTry7tRQf1TaYiAcv4Xvh9ayQ9ZzVfyH3ByH1RqqGWccBfPs5X87Kk0HbxDTu1rFK5nB+2d+cJ4YGjEtDnXsngl//sIFVTZ/swnH+2GRm3I4ti6Earic4lqe2d8lTN6fUFr4vUkqbK0Y3TzsiCf4bvSFlZxTWgAm3Pukw8jPx4TxUcQ9OKV7SYwVFqsZaDKXU+jBpprGeWBmAONUNstcD56WOEE86eLf//mS4ZxLKOtC3pP0lWHvO+eR3stja1bfQwG47rmFh6Ur0L4P6gym73UtjuTAwqcdozZo1Y3lkl8IMlHnDx1YHCsZaCpR5yM61F9Scay7gSTJEw9yJKkG49loNqkjzhzefARZ1irwViGzPkJwz7xSbtKVz8AjGWJXL+DUcuQKcadne/UB6RvcSIao7pzIthtlBZjtZh8nnjXRhcvHUNMLUKkWlZc8QlpmM349XZruimFZCxDpCtnuo4QH2F5OI1jhfmMMotRs9cQHNuTsJAAYE3H5417g0UmKObyZ8/Lvo/R9wMS4GQ9EgSpx2MZGMhgLGregyMdPGDcz2q36SypxFrmfyLEY5ljI5ADl75sLCOCB20jsrFMCGlkY5mkH85uIi1TUq1hBEjHMpc4yGbkg4FadAghaneyjjHZ9+P7CMYyMu9OQyR7CwuRKOPWrU1XCJqLApPHooqTGzIty2DzMnAJgvsYzSzGPdnk2m4Y6GVjWQY24TA8jxN6T+c8WBXv+bRBXGVIyNkM+j3rbNx+S/gbxjJS4t9x+jQ467t3U/OfZTHFkW2aIJwtXY2tJxO3TwWJRq1bZdRHikOkY9m34SPFHn5e5uRbBSv5lku2g3fPXEMdicwgotUiubsgIi1jRs1P5VFM+dJg0IhibSf1LtiMXLxOEyMfQTBJxjVGcaVFMNckSB7XPJiWMRi3Sb15lViM8d7CjAILaWdTDmD3/P18vZxOW1Kt6ZLDzdH1wY+g9KGoVLijn1mMGR9FZ/7zgChU6+C5u5Ds4I3CZcNO2jHyLU4nIEOsZUCzdm4CHrmHlV/J9zDzw8UR4T8eePoufI+D98NgLNNqAbQKBUW/jAsIm+lU8GBeRsXjynU6D8lalTysSJR/By9ZQ7ZlmPwFRry1xoa8Ai3DFTPX98tCpFpWr6XLYtKgd6VVYAXn41I2ltnXKAISmZbds5V8/QihH6MSNq9+Lg91VCMNP7YDJIEbkYcVAFMjq7KryFt4wFBT57T6SMy0TIKgsQdLYfuYFyPitxbJ2HJYIK9saxxh1jS3J+tSOrYevujnEIjKuuaD1I8x1bJ3W7f/zwCNZabbEk/0shLDkzVGSCp8fCuID7ZNh7MtSixqjnT65svuacpHPi9z8hgQ+uSDNv73L4c8cYXzOz/3Y9R/8ob/x8f6+hzOgGCN0Z6P+QIIrMq8VVVc/6O6onv0xgbAL8NNH/OMvSJhDQlEQo0w+nE+kFaqZTt+OD+y1YY3XyzlVcZprGUbDNiXiWWZaSZKMchC7TZ9v2yDwrorh3z1wwvWI9X2ikUJAUmHSxgA88i/RnE15+ccQXBBb2GcaDQKkrJwCXtE3KpsCFPpxIZ1hagsfZN2Xv3jLgn5ShrNqEOKZO2RaBlyYLpQ4ONYNkwfYiRa5ssSxk07RoERfaTszRdApR1AeQQhftuFIBdbhfEyylhVwM9X8vlM8a5eTtbewottdwl+wNE4L4O6hgISWJhUyyySPbJ7wh237+pDmewQD6viBXtF+ws4CFt3LIAByRojcmbEsLzD6od/+psibd2MZY8BPfLxj7Auw5BqWcSBkPc6aaSAD3ZcCSg3VlmkZYgWPS9TztPt7Db3q5nKW/jEL6QHWsZom+I49eiM52VkgR6dNEDRDlAxqLTP9kU4Gsz2QWH7op8bSSj6oHUbtWbahGTzsaya1vGiQbD6IWzuJQZMomXgtEus71zL6qlNHAaZZ29x8n27iI/vvF8WzJhDPhAI2u2wvQkAarsXz366xng83f729eQXJDanuKnf9ijysNJy088txnEr/2/L9d3P7BOpVc4qYp2pZwy/O5p1SB9tV7cR6evtx+n+9MXXkqIz8VE83md9QKplRbZhYMZHvyK9oFbDjWqF3IJOe7Tiz8EcMJi3sK9nVla0kg+c71vJj9cYq342/fbLFjMMV2UvLjr50ra3J59aOgjTlba6Ko7bF9xNpjozN9+2PXs4nVX/nOlr9B/l9bp7Xn6iaOQ0zM8q2EQM9YQ4za223d5WjZUt07tv49N/fnDzpQ8tPWrbGk2kbrXp5fMTfQIXROUf/KjtwMcx2MDVu0cgUxSvH3w1phyZNR05L9vX/J5JcfS6lbcwiOLq9OwRD3dKc/M1oiSDjrFqb4mMitiv/24dU+bRa5+94xaaSFF3t+on665pb/Hq+WuRcR/cp8CgoaB9VL5VepL5SN6sbJBUDTZUqLesstPHLd9joUP2DibAj9cYq25xDy2K5mo7s72FvbfwevIZPzU9atk2unXJ1Zb22nsLl2f99uBmeY30T/7U9qtXL50P7AO60pr5oUq7CcLTa9bnfFWu2Tmcra5FrVzRn6D5UvKh8PFsBcE15apc8Z33xZqbuRZvX91doALncqUtpg9W5bVcmMvnOwxiD26gEzybDDvMou01IoO2WT6AoUVv4Xld1ssHqyU63GVZcqMvULtNaqtrlu3Fg9UFvYXXJTdn/6csH7yQsy+Zav4q1aoGb+G1vIXL60Wzbaer8gS1g8OMTsO2UW1nG9W21+sbq3tkito4eAuX/MDh6Ff9gPVz//qantB0iG4WuZZB8wKLsZvx4WtPLTNv4R198qv6tG62k5fP6fb6sK5P2e/W3MC4qA6e1zR+Tw9ON/PZrkFEkKltA+fjRlt4PzlA4PnW6dhnzMvQFdBbF7/cBxlRnNNwUSNXZNrQlZaH06bir4jigoeni9unkDWJIsXDA9sWun5+wGncwQG3AuzK189hcW+a+rmcjs0VtzmwnZsPGm5U+8T8mp88p9Ow9z1GQa1QBzW1rJabsHn7glhz+g5RVbar4t1Mu9/67aDp5ttc2q7U4O35AQ7TWS1P5npwiCa5uj7gqHgKatCyjptru/Rika8EIkMyxcDz6iffL6v69YPtbIaW/+Zpxyo73/02blSrjlimwJUZMwkGI993zhGkZaw1dSjDhDEEA8cxJKFiKdA8OJYN9yLLxIf+Mj4nHIefIGgcy/ZxamEDH/uiEHI9dUT3xxn8GAO4mG4aaWOZg9YsdOKOhsTDCthE3sLHjw8Pp/OX5aKr6ttvkHb3/pMbVBdasMK8Fb9+vnQJQTIjm4MNFpL5+8m/ZSjM/Hoy6z+8miy4B5gPlTidFxV/ED6DJCwEuoOQgYDVGYJkMYqLkdAV/cooB0Xi6oexSHZ1oh/G04n7WpO32d1Nf06ics5j4a6siMqILm8qKWPCtJKhij+XXuCl+9zD9C8VAcDvEIcEvCdf5K7jvCR9RPOmppH2Qy1zLfK3LcaV6o/bKFezWPJFIeRjqx+SBP4Qs+rN1dXJyTsSVJeSOPPf8SUl5Vzx6XMLo8resx0cr3ZH2hmNu3a5/0PrVgyUueGGdMiWm0AK1DJ3rlZBPsiCtR6m4XbQG2dL03/iBd9ushz5u8PARFGhE/Eq2L4mw3alitC8DJH9qspVjZEdmZi/Otc5aDG65I40GiMyI038R9x8E+QXkAfu+RozbTcXRi574L8+2iwwHv66PTvF+e9KC4oPk4NW8fM/T+gtzPbIHDQvY+VY04HpaL4OpmH8ndLBewD1/BOSQLpNixojd/YaBZPjpvJ6Y30YWwIogDSrTG91Cgiu1+YZ4mRnWsYlJj0mxrV9LNk400FaBuCmLrWFJmMqK7IavM5hjCz+PLdPouDHsh47aKvt31bhpruQpU1gvB4hIPOFwdiOX9xXFFa+VvJ1hQLgJqtM2aGqLR73Y0SlK45Q/tz3A0mrXs4Su8f0FoYhYm1Rqx9+0YXw8xCGqIMZ5mVX0gKw+NeSjZdWj2pMLBo3oKMonIdYZ2v+x26/DeVoLdx/V3rDTorzQVtjBBmubYCIfYRq5ItVxgF+WPpwKxn+Cn/jt1a0tHhuu+ug5LjJqoMEWWWMKroI6vm+hyr+3FzB/LxMTDLhgZ8fej9kjmUIZ3RXs/buuE4FvQB8bo2eMHmEwBws17JoLKsoe7QAUr0qvtnXLSwTt/rBCOjXILqHMP/to7I2IsD8QN5VuIx7gr6UL7WhxjQf1tNgMmjSgbj6mTZXtV6MvENUrnwIY6DGHS1PA9SEYCqNjC+Lh88oKhLZKdpGWiaeLJsKncbGfUZNlNF02Aw8UdTKMhCLIlYcUwm/RYUe6GzoSYAqYAh98hGVrcaIHoiPShWq5hatuaozPFGVMWcrvzOD1KvYuvT7LSham7CMIbwfaplJ08GdWLE4FZbF6FszNAmmK66cgIFByxCA/0gIq7zhB9cXMmGvHIsspU847lhNKugRbNN1Nh2qHstGG97uU8cuhwUr20gXAxJNaHHprn3H6MA3DHXi+htYNOLDE2UqMKp7yoIwn3zXFlnOb65/0A9z+4v75OOEVO3OAQdcntiNcSV/WJ7nLMWf84T79aunGP6/M3m4TYKBdAdvxNmzkh9DwgBMy0QJmTFlBETj7jqucQuMc8pFj3FDCGtVxo4nIVNhyCfawRsy8KwrkeKkD18Mnk3CVvJFH4rruBF4DkL6Oh/BVPhTVIvnY49jGeC44L2BWrRPvj3JHw78SbSMCS3cUWCH4eQh4OZAGxAh/vyf+eItS3DpmmMAp2XIWJ05Gahf8gMSFKAKE7IYw3MbPg1WmCt+gGQlH3THejXYDt4IROI8PZDwoTiS0YD9K/kmaEP2AZFQ4MK+lfw4l4AP4zO+Lez9ftm/q7JxJR+VpR48/caJPR8axFcVbcflFgSgNGIp9WxCSLrxTaRlRJZNtpLPCFHNqGMMSq+3/UMkfKCnvIVDxEmkZUADRqVEPlb8NQre2CePGOk3X9z+I4AUAF3CgTNhBDbF9JsvlOa/1zLn+yFZoLVlH+Vlq0I4pachuYWBquX/yrug5lpm1ezkgN+wdVuLbsvk7YTM94N8RFU27BRnodXPV/L1keKw38i07Osz8ajCC5+CuZGkm8sjeyr9CdKwohpGPsytNXGSxySw+pRZjLvds5+MZR7B8zLLNpuH+NUP5M0INWuMK7gOCMv3Y5QPuv03BK0bbRpDo3bXCZFqGXc9pa051po9L2M20vDYJ5/BsZYhEl+j0FR5gPjAHY+efnR6d9dhfLAk7jeQx5598kOSSAMRhoU9ekA+jHGTinYbMpg7Noy3zGL8t69RjGMZX+oB4Yar5R6kro5gMLJaPljRqzcwInDgWa5lcvFx8xjCWYyCWc/ZFmGplj1PW7f5fhDu3chcyyI/RsQ5yQ3pJE0PWbIUZEmgxkTY2+vESNMEfLiOKE4DLdszL7u68R/55DsN4Txq85H7TQQYPayQN93epnwyZJeGfCzTriEBdsFYZhVZ8ZlTiFTLdkfMJYw0GvkisXNG/ojMj9FeSHSFE/iudBigj/Doy9ZuuI5fo0BG/GhzhPyptLIJOB2bIzWKbSL8NqmYr7f/G4vR1baeSKcqT6iFuGb4mjWmM4OtIuZaBkAubsYEkuGXlZRNApQsthjNrPbKbRh2ikNs/OZUYj5cxQS6jjSp+QGoCOwalSByJHBZBFUMpGOZuxuwE/CBm0Z/hDF0P+sYr/4HPvlARNvhkB8l1LSxu3cx4aO7gI0NRwHTsrhg4RoYkA77atERUi3LEfp+5OmB1I/RRqhorpBuui6wKJ7bWMucPMJazyzGnBXzYxzCHZEYe3zyw7FMmmPqw1/+2WopEOyTb4xV7AjsrgUM/bC2omIH53skpiA/rlWBRy8efb09qLOgdbtE1jFaabRqMoxljkTVPnRnXmChxYj/O9c/E8ZvrGWwO9yb2qDueHH75I8BDR0NgEGsmYO358Nz4eTBHH2ij8yGF06oxody0EoSs/EBDvXtTMu+v/rh8mGXQwFLy2xtBkzh0GCEJnELwS/3uYDJ0HTryZrK0jTbhZMdwB7TvyvNZLZSoL0xWFKtMqK1cyxDkCv3ZjNYjAi0erYqw6lb+Gq4KZilB/j7iGOZowDIYKcyg4ToeC3TMyAFgiYokSESZpBrOrriIvcv5ROyB1njPyNKy1xk0RAfIuE6Do7tbj0EID9+9d//hs/LNvK5pDzonqdMkOR8z0eKs5X8pqr4MJwmDM+Rysp6Yh5WOHXCaLjj2TCIILr67qvpq7uTdVs9KZovsBmXoID4LhZbFc5whTCRMR905XeuBVe3T74LBPhsi5cKYvlDD6srxHJPFMygUyjND7KvC7QmtC3loGvC8TFyb7ueEmIMtPhEATeVIyP9rpV8g9yPqWWKrGrD2ekD8sE+1h6qScvsDELUifnki56oOS3j0r+jbiv5Q67598tIJ6gyRHwy/1LOvuiD7eftYnbx12+Mw79oXkaej6/9mx7OJVd99wfUE79efGs2k8+iHJEYnXMntW6LLHA3NZlZCHOF8yvoQ7yDYV6GAIjHjWWI7iIcw7hWBgSOl9CIxhZo7fnLeTA+WkStMdoKMK7xn5prD7B1H4CW2RTBoec+fUzOCGRjHMuYC9r1k5WaMKeIVJJh0kOijhC0TMsKJMwHdKoyn6PuTG/4y0uYpwjYNy+LtGz3+8m8fz/f0lOn/utk+n659Va4qowPG/jclWHVo28sAjgEA+Rxvr1aLtaTmT4G1nM8Y51N7DUIUSGLKg3LQdaL+rUER4jqk9l73WTTxQH/n75+isKZqAR1jGzXXE3mfy4U8S4TABuuMXI52C4Rs4W0ccV+lbpXFY+vqWXghFFQnKvWzBFc2oMPiOWeaYxaJ1htOvcFI0RRf0wt4z0F8lbVvXN1paAr9jq8pCaTBv7o1Qf7jCqnBXzJQ/dZeCarWxFFzriiKYfJUtYxRvt+nLctc3m5Rcr5bYj+3WLZsPjeyN/wHWwEiCuxIiWW+N+XdCa94PswVbtFjd1FHwk4LYEwZDEiDa/ckTXOMzVOiIpjCKnqCv954jSGrRBhpmVMo4fvPnsGuIo9+8Kv55Os59Q6d52SFscQXGOG5XtGwshTYvgvPkiXDJI3XLqHKObFoI8UKyrAIIbqjtobDhiXdI0cXbWFYKFaPVHADYlY1c1r69PZlHD42a6nDm+2HeZwqbfwsJI/ZO/HVjv8jepZcC8yAJUHFTM3OK7kW4Jsb2E7UkqAJDpajA4+qsBqSPcWBhwbPmr3xZ0EiKLYGAIoSzUZICI68KEoKSBueli5hINVHaKpF3s+gG3V7bHfw8qouQHxX6zkg4srSKUu2gtuB717cdEXxy2gvYXbZuM8anFAl6kr1kjbtdwQYjKFXb8pjtoFlUwVBrxt2ajrtu1XR8VzpNicV47MN4SGZM4w7lTMj30ZDug46Bd8iq6R/r1gsOHewhjslR7mqY5GjUQ/gky7fmF7C8tNt2qPEFgNbr5nj5q6bMEGu3wSJ1GlD8jQW/gdDseet+pIB89UUV9gkK7EFLpcejJX9XFDco/a+iPITBerWds+JVFtvyyXayRBBCOD/rxe92KqqpGIvLXtwe7SEUWKR3XVnPxQy9xkqepuzGEqmIM3/RjpIFzCDsRvXfSra+2Yu17RLnDewu1Fuf68Xq8e3OBQ/3TL9/3sZT/Wm7n5LpF83RSHq/I2Csn9d8Flbx617ZrbFhf/lKsJbJrTG7ZFsfx7m/W6XHFafrIu+SxhOXnFMtCVFvyBzBp8eBdmc8ztBm9humM0s1drmn8zuTBXi+tyXpcHy1WpDY+vV/QWXoIbUjNv4V9Ajd7Cq5JFrFfl6pfiEbcBRtmamfMW/ixv4a3zFl6Xd+pZO6eMHqxeTdbbenGyGPYW5sOI9hrkpmRKLsxfylVftZ/L1bWRobdwdWe1ZtmWpVzSUbYT7toQaRlUMd5b2LwtPr2EFM1beNPNYI81B3W9mLyU22tV1wdIVzVn8slHGG2+gwPQnjUHdAzmbr4c1VBX+p3MNaV+V9d/Ywx5ghRQRJKRyM2V1nvUnnJt7xxX3FS4rk+fsCV6V9r6FIHvFtyxefcUcThCnTaPYeRXYJBDuJHpyo5O/LxiwrpckkVegXH64KKDbhpQE1Ns3ouZ8xZ2WwzX5i088Pat+Hvd6mrT1OYffNO8hR1vNVRsNV1M7tcHB/3F+kPdzO4vzVv46rlLeFrTwwpRcVXQy7kr775+7lyYn+vQLGkxOqJV3Zz+3GIk+plsvHb2nqTpky9EYxn7z/DNl2Z5guqxxT91yagyqy/8TrXFK4kFzmgONi/jPYdsLKN/RIT0zZdqnbwAjCoLCCJCvpIf8QGGF6lYMj5+T1yfwr2FZdIUx6tyYbOj1z36vFlvb75IHA7b4XVzYTlZK2WAe1oxCbDnXenYwwroZ7bBkHkL6zUKIZiXmUCCjxTL7e0OX+s3VMURN84B+OOe+IL3fCW/Tr5wFomK43BVvUgeGCRrjLuqo7qEiNx1ME/9O8s14gNia8fW55BWWcOXSqCBziiA+LOHL7PhASJmBpDbvbs0xlDsdr4A5g+Ls7bpf++WOAeD7R/PJq9uLz4cFNUH3GafVrSLO+1yWRfNlCk+QB/Tp9JAqGVI1PRb108ee29hlg75hr4f7o8pkKZFhwBTselRZQiGoBGIeRmmZRzJYMpYZMTMtAwgqwPSb2DuMcaGNUbB3R/8j4lh3w/xMwh5RMoHx/CIjXCtM8YQzRn5AzCE3FF3pqtquV5sy5MHywOY79Mbtxcn23KOeVt74/PizuJmOX943m7vru6eLKZNu/zz5GRWos528/XL+eJXjCtbDIUz8ZBbjPGbLxzH+67r+vpq9/z2ou+mf/2NRsiJSaBlVikCjjW62wnHcK7kSzH4/2w7k+WxXaBaRQLSG/Zj9PB2tSeH1v2dFc8R+1byx/TEqGW+rSSI+fCRorrV87IUYTaRliHpt8PyvU02+dCiPinfXix2CMN4yy+iF+f3y9dg7cYNvvH08voMsj5ZkNF2NsPF02XZVdXhmrsnHCw+cWr/7j21Nv9IcbK7znRWfoFNU745L3aP/+TewmBDk4loP0ZwtqsafdyM/gLlS8bwDs3O8OSbWGs1RSspgnMtOwbPblqmglfP3J6+BPo0GtChoIBYy5CEb/v4TATbw8qZvwi3CAFiPq5gLx2Hc2pg2FvYA7lQWjZsEZ8CLWNWByesBn/VlvPiw/bqA2xNoIKx036YtdW7qR5dV3fWv+wwlZqiyg62tJzJ9Pvd060WIvrSPyXA9CVcKDTswocvmBM8fPekOW6MP+TEN6rsHYwxqU3O0Xcj9x1rbG4fStP6GIvkmmtVbd+6fsvVSj6W9bTUA2nF3w0jocZKNCLVMvERwbRMXJN0/JFiIuPjD5Qt4AJIO8bur4ZdiMouyqGWqenOJrIBbGWyK98X05vN/E/wtqkOL2Dor7bPlwt9roqV0qMyFh2aTl8umh0Hv/JehekshdyXz3rvyswxRycjIouRi18OwyCikuAneF5mB+422l/cgEWIuwyz50NWciN0gpbIxT5fj7mWzYdlUEP8VJqwt1QCpLuemi98SKa7Hp/5QIT8GEiM6CUhYo/vB/qvENn3y9KvBLbXrLKNNfDmTXlWzLcP79ysi3ox235t22m5qF5eL7TfbfXmRlscbe+fQR7LyYMZsaY4b04ow+rw7vrGhb1Fu8diDL94y8yoD1qy9CCn/Bu1jMJHJTxZtXJ7s91wEfhhxpexyJFFQLGQhLG5Jk2SuZZN7ZmG5Yd611cCIxy9UrsckWkZDLWdbdbsIG/h8XrHuW+Eo7TpcNdTsT0gbTq2hxWAMVltNt2RAFo2anuz2H4sDm8fbRcH1fRC257Vs/uXiwnX/69Qi5hH9bMek57Lxexw2r///X3/6GlxuF1pLlE97t8frmWA/nReBnF7xilq/kH6Chr3/VDh0Kt309lkffhh6Cv8g3OkYggK1lvvjptGNdeyFmxxS39KgTQCS00vkKAznzpZeWRjmUWwHITBYtSzxvNNH1Y6e49krndZdP45kkfmx1j3fDaHXMgl/1Itq2fawwoFwfjczpYNep3uYnpez7aapXSzv3fd7Zsgg9kXzcM7sxryqLa3+XKwcLw4mY6MvNe6Sv8s7xj3ffHWLV07KdppMAy6kKNywgeBUixCT5jd+bDGSRISHE9My4ZbhooLoNY4gMQn32UVItYyR+zcnn4ZgrEMBAbSIxIPK2WS5JR10A5DtHR3nWq6lpFfvJ53G632TS8OMczCIESdVO2dLyj7UkNZu71d8yNWB3V5UCzNSaaoG9roIL+p7XM/92bqv/7lSv4+aF7mBziK4Ww9WUcd/uD74SBZOfPRkGkZeQNfJgddRK0bFAYRGUAt9ckXT67mDF/tuSlDB+IRYj4sbVyz2d7CBCkN1EItU9Nqlutl27a/fPqzhShQNYcr1lCzuHjRtt12crMp6m3ZI8qSLzNX8/Lw3nVXdRi0EPZ+3l49/qIVlfn2Xtv+88I+qblnXhY/L/sBnJbBGBbnVbuefI4tsXinOKI5jiVh86GwEv1ne4doQet20klN9GxeJvM2rLNkB+99Rn6iZZxr+NgG8REQ3YgIbQsXmIxluPuE315ZXaOfbu7z1eV76zsLHNptuXqwnG5/fQiNK7c3cKHlmmZRricnbVG/5Hp7+aHYHN7E1Kwo/t4iYHXBxa+qOP/JjgQ/gr3e7jEt158nneu48MNqiLRMXpr6KG+AfCzrF15xAQgjG0N+/pHihu8GB1S8H+PQU1YvNTkKkPExl/xVGEO6ClN0XBJw56q0eCxD+ZuTrqnrmg9xqiecHM1nT56yKTK0qZ4gfLF+j4sDW3Otntb9iiJsTg/qmptfNMdX/Egxv+ZX8+kTqG4We3bw/vf75KNjtFdkIekVTEUYtaA/+hClfntF8SdyC9UsH8vmJeYxKK+kwXoPzA8Gui/ehki1jD755GGstXH1g+IrLss37tIj0jJ23XTXCQZDIB3LOrMYxacQOcXxCci4IRK1HtykvU5VLGD6e1AKz7MmHOyTb1QxifpfjGWqbWjubr5cTy7eT2nUKgNXK/FYRklkG7PuYRHRXHoWItQyOgHs3PfLAqRa9vzV33HDcFoGcrB5UBF6vX0A20U2lm35ADkQVq7t+n4ZieGcJCLXU6XUVzEIORyg+CYPUGfBdjC8m5ktC6Dh0xreFf+f8jmvAXDKRH7X06H57ZuXYSz76aqeMEylr/j0mesu85oVSHbFcuKDTj57mKyhMPN52eMp74+aGmmZrMAneqMwQKxl5+AnGpiAYSzbafCpDpNKj7WM6NP1EeMj6G5rmG/yrPFhmevpE9s5z/efO6dljG/rRzAqOR+BDcsYDHd84JKOWYx1pgV9Rq+6mtXY/6+++aIVmqad0tPN9wEgMEg77hijya1DrmUeqlgkCFu3VXZGJX+LE3/ef0NI3i+LwbCYD5c0qB/ykawxAuhiKVzHUjSWDbNZKQsp4r/3yWclButKiopLHPk9NwFdly0pA+SD0fXV28xiRN7xU+kfwCzGik/GfEYAshmc6uNvvjgGrBdxsDc94kEj+YhDNIaEk60Be+dlUTYay3z++5Bqu0scJknHMiGMEFuMqimAB69n7BhxNkxyBeOXERDu3nxRIv6YNuoSGUw4S0OVJQt06Ur+96H9GK3GXLdDgvxlPvxL52W4FzX+fVomTvHnaYRaxuaGWzGJfCzLIrixDEBjws3L7OtkKR+bWKyA81oO4HIZMkssRrQ8bSNgjUyxDv2bL/KAHYwswc7Ihyul/crOdqDXB9IESxgO2VPp74FTaUwSJifyS4CAn0ZfvwHy96nm07hvcntHBfiNizLAle9bgtZtpT89Sao5cyRI+dC3OAl5suBwJ3m9Mm86/BanWviAVMtuvbS2Sbkq4CQdy5LPBV0V07RtFfPDqDfQmy+OqKNKI9+BO54vqvnPdvD+AaBl1DEnYqBJfS5yFm8mD9uDr1E4HKYuFZmfRpOaLPRjDPF0j++HO3Hgx9sjZHxs086n0J5QAfrUTSP0/RC+pbOR/F1p211nRC6PYJ98dmgTflsg1bJwJf+H2E5mdJta9PP54Yf54Xw6Xy/eHOJk+Lddf/Dn+plOv8ymiKdLhnxYrpe640Pm0+0aEXCGeB90XG+ZwOLr33L9Vnf4HyfT6c3y0KLwH4j+4fgY/r95u/7VTsTo/HC9BWP+NoPAR8jqfDp79gb5j5GYhr/D9XSxnhsRo/nmQzlTCheF/9aL4VQF2q6mxqjxgbBy9uYwiHNofNi5Ff/l2hV/enghj8JF/rLSv9ayKR+0/L/4fxrNm6zKNvu/RrEHL57NZhe3Z7MbeiKnYzm7uOH+DyhnN3yAC9XlDdzw4KULFHhwdy3iEP/CQhF+oVvAF13jMqQA7CHKMx8B9/jf5XOTVC58ToR+cWX/dWEBjijCLJgE7EzlNxojn/hnoe4S58qUgQ4+E8Wy4vj4jOVLIafCWXP/f/6udHFeAZuqwoSy4ptnOIORdIX/V5sr7s5VPcEfZhQwchWnUiAOV4jCUCZjGO6eb3b6rZ4ihJF5F+n56hYo8hZDGLVRnqTAeFdi4yHzRqCSvWPIQPQKRB/iFJSUPyKSLo0x/hfV6uElfvhCDegyjgJJg7yCrC4sYOCUAU8wM9Mt+oKIT0a3EgTF540BiDCEPFUAc5XgQAvFAVGVFunxa3fwn1tJzbhp2x6L8d+t5P9fhdSm/38IsVH6E8D8mJ1iTvM/H8s453VZDu8qxYgZYou2udWPYGk42QcrOh8xuJ+M0JPh+BlcyFgMRCXJPfeS6buimQ0/ALPaPOHuklmnfDrEFqVe8EqJ7ikR7u/EjqKGct1ObtNW3qNl/3Yln/JCObjUYS8+5UgY3FO2ygh46JRsWkXEqZV+z/pH5JnCc0QTP2EwCGpFGKd6Hp5AbzKmiApFTmOShCbFRFY0BPjHHB5GIczIhJeCzDCjhKZbQ/6Pn0qTDIuCP2NfbwDqxB0HXAYiD3N3PMsZ0sJzrv0dn26klCKk7DCKeuBSYMYRIYgPWZOCGhelafe5oapB1/qJalqnvp6Htzn1S3KWGpEYL2h6aUHTa0RUeSyBecAMmNo0L9/B+2cr+WirgWYggz0yi3mROIJYuMfkeg9c2EsBwVpdMpz7vZ1j+Ga8l4KrL8UZskJMBjqOBiE7fimkscJZTGRMWDK34o1+C3fGVIZ4AcqD72Iqmiu1gaFBPg5IHdZR3p8I/5P9GFHsHew2PllVNvuBCPZ5gn2RbKxiMWT/6SIBLCpVWq0HtJFwxtLgvvhIbhtE1vNYnR7o9SMnZzEwRNARGfFtqYiUhPzkmwjw9IqeyLAzDS4lBKIiiKQeOPsbhM65p8OV6tmKAwmGFVI9fF7rpT+egxE+kbbMI24MuSPBz1byHeG+vC7NKzfkL8A/9GCY2e6K/NkXbVe8W27TDRgdbGG26j6tyuB9+AjoyKrprCy/hF8fCgBJtssXNJSLTXe7XF3ck7tZ0JI356fLKSVY1NsV2H2UEEKz2TRz96IwRNgsty8oSbQlHlSjVTXlmyVKWfVgR3ucOyAGbP+q0+vHMNx5/wYfgdl/h+Y+nYfnalLttizpIufaxRjJY89Y9vOVfJDpymnbLumD8h08md950bZzW5mLuwyeWmGL6u1k3dnFHlRFc6c85EunkuoenC7pjTS9qeeAGSigtapzU8/e3mqnf52xbUMw7nnaptuiT+HZ0z9+fQ12bzN2xE69LfUGJaiBneVd9/4RVAZkLlF19fLZ+uVzVg1rlGLhF3U82Dyu5jfWtmlcs5zh/uFtc84d0S0+tO3f2/mT3a7+a3HW9tt7SYwAyVjGnH+6kg826gWLUW+R93do7/iOcvFky6/jp9rNa3UeT+Z/bukfv48GB4tqWvrS4bAnVnubq9JPFtkzHKGq+2V5j89dnmp7/+bOkrtvqkqsFdX94VpVVtXvGI3shs9dNkXTv79AWaFVZGe75ddvPCMktGm6w4stX2NFuGfXRwBYzvbe21If6qs/cV2+Wch5MYhk28HNZ78V1Qc+LK6W8UOACHf+47FMZm3PF2AgCL5xtk+UBkj9V/ft2r1o3tx+8fdWn5/YA5bVvZpwdcmH9oEoBYjpSK9wvVvoszEpyNc/dGTfIB4rZmOvMzJcrQZ/RbP9wDs8LYrj5ck/dhZiwTdqMYA18+3f/Yk9t2EVQdMs4XJrj3g9uyGj0GbE6T49YmD7F1t6s2B8tdkIPVpvA1WD9va30+cXI95mFuP397AK0P3FHuThdNZRGXKAP9jw5+QAPILn+NEmAnCNcahHYfa4dHr0F/Me0DMkJ9UYaPeI8X7+nfEQQrpAXaH3UpUV/CqUwV5HARfqKaBYuqxvLyNHb2NzwZ4CJ2B309383WuoSKgdaYDA2NN9Wvb97++TRsoY/eyMTb2ZniDGdK7XcUnDg6fVEmP2wcV9esm2N/h4iClz/MfzMi1+FX/PoOhFNZ8deOMvhgs7nlsfnsCMpaa/AwF+ZUewjzeSeF9yLF6jKByM1fkI40ynofmh3S1ysNN+fSGXjVa+0dVvX9yTNH2BQWxoawz1HBiq5tRCqYUBFPD/ZEEf+qpbgN2O7DJz70DOd+jvnFDJd0Vfzp7duLHafgzYscY25YYIkBRygJGj5pOpWVeik2+M0bFtxaCgkrEMkom+xbkPZLgr2a4v37NTHgoYgfxspiXkYZwF/JkttGlni6Zqfv80Ran304AMpk9h9d20fi8g4dEcvvxYcdDfc0840xs+xZEMlMtHs19GKlbt7Yz1rUAbirLm83SxoOpBomD3PeQNZt3ilbF9TvUgpuW9h1V1Zp8LHMBI0DImaKaLei+76KvaGZ+2Q+mZuNUzcKZMY/5oXuYLsgf8+h615+k8fTsvwI72k43GCVRatKRyjSa3WjuDLAHa4Hkx/cKx8grZ5HREpZuxA4HduHe0RqJHn1Rlw54lUvqBGE50RwEUJTjJWk/zUm9DGLvXd9dLGiMAErnGt3CuDVO+MFtUbxJuoI7TWcs0X6U8sBt9BBMFSopJE7vfor5JkV3t1TLXe9u8LGxZbiU/VdsYIIn71eFNtyfePlSwaP3eAWkkblPbtN0vX7u3F0vueLMPm+IFx0q2URYxoQGe+aaj6qAvbXTIcWa9kI2pVc93KE1Mfnuh2lvc1VyNP9J4CQFjGasM7HbdL8tPb1sTDaI5gRd3tK8O2NjKNunCKoOhiWj9BfncTdU5gV1IDwkCgwo6rGpv9K7E7oVVWdZ8uMhnHWN4qykn6P7JgbGWYsNnObX6gvYvtV13I8SmuGyXC+e8zAhRpGEkAjQ4fAe7esFRAhYWRJKs3xiJvnwLyo17u3gP6gsZpNX8JsTo5CFBQUFU6sbega7q5ckeRsQ2X7T0ELtsLTjnKC42lhrskJkqt3n5J6vYwRSxn3F2cdk/MHafJfPZ46n2BwOq/iYq66lt+yCMeXP5G1mb+cHHcLoJDqxj1LUfh2Jooa29vZ1+sOa3H9VycjGdHs6neouAARZOBDVW9Rf7B1rExwDfbhfz6duTnmtEQSqe6xLD+Z3pfOkLnGDXTpeTP+fc66/ZbqeHd2xdwhqoUtS/Y2SY92gR9yfldDqdT9MuuOkPH1wvp9xjhy7M/cU9pMc/66UQuXkxL8u3lu7sBOze2aov9sB5N519XtCqfTgtl4fTxUyrMEGkbj2Z35tPGQV90/zNUj1s3PsB5tVoY9mgT2w/41i2D1ZecLedwXzQqQ+KUM23N/kknPyDVEoN1zvmetn9Mb5IkALctLeRjQQdtp/gbAo+tn+7qxjnmIfNttubNqAvLmbbljJAucGx3kS96raz7e3Z8h+jQ2g9KkC9mN1EJOgW2d20Ytfnzw8V1svZbUSwahrZ9WC7n35BJjMOlJfTT2AJJOzpmUe3wP3Z7OIPaCvozbbap9SaZRhPGJ6XuTuIup0cVu+yiDF4261ch4sFIRDMfP0aakpQ15oRFZv8wRiAMKW3z4wxYkrCAPrf4QCAJdY8fVg9fIdmbQ9U0GXzBhusOFMhMLQ6GskjLnBwxQeO9hU4yVEtzc4lAX0fz/4L6HdjkZzv5OnqXzPwT0qHuYQrOw6kjP/uy50Z0OtwhrW8yz1VFNOhmi+n80P3vct9iEP3x/GPkIw2W5ouDe58qKe9MzuMmQh2UXVIY/nklodOY9DH+un0cPrmw5v59KlFBxGfjh//2CecoP1EolceqhjUEuPg2j9Vxin/M0aO/cUbqSvDfZykCRGnms7ny19tqdsKjcleN713D0PQV+v0voexWN/FdwogOGYY40eURukhwX5yFvrdrBr6D04/HKJzjIWiFPTCdhd8UptRQa6BaAHGYBLQcg0NOqZklpa/rmwO4bIPJQINRLXTHojjAWP177kp7J6/QGn6fv71nc8ROFhOf3/f92/m7u3i/3JUf9zrUcbp4b5W/N+Hg/vTHnU2nR+jxnydVQy513+4P0fbfHOI9klvVff3Yc4gHun06wPo/Krb8ZEuvIj0gT/DP97Hvw92T1cWpITBH29M3ygSAhAf53Eunonhvwsbf+wuC2RH/A23Prxh8TwxBuBohHXNO5a9cYhiInBqZHXLygVC7owskFce+DeQ9mTsBq90ARoumBHBjr9y93WuA3/x92H+oj1E3fTvp7KoDFXx7v20vwc942t+/zdgTi1739sOnv/1OJneQwNEp+E1jB1ohcaCIt473NJztZzl/27MvgRX///8d8MjCBv/Kfzm/D3U6/f+g4Lcnf+z/4wFIAj7/82/2cUMlcNe4/6BtwEwpD5ECaeoy3lzVVV0tJUnbHVFb1oufNDPwXxyaQfyITmv018fc4wX3g3D/V38Mg//tydmSMH/4VKevDzwWvkiZ1IgilrFwZxeO3m5WGFZRsoBJ+48/A3jxL8ARWWHLO73aH+fHn5BaAyxVFfVBv8PPqg0MIARxhrT61fN9D7sSNtT6L8fmLLMhf9LytNgyFTtOEuU1uxl0dR0NuL1YEb+96Kqm+YAaGxN7r8fp/UBKshd2FgWTQhcf/nfi8S0/y8vDz+g6eGLIvvD1Zr1lf/10Lq91rwwg41XM/7bwFevUVNshvSZc/XDkc7OEn37rwSsKb++gbq72o3O6P+V4NN7rgehhprQ5abiKhEu+d+vdP63AkV0L3iwSFq7/6+GdhlhTwFtwulV8f8FQC9dSqJBnPwAAAAASUVORK5CYII=)
The following graph gives the weight and time it took to complete the agility course.
Which graph shows line of best fit for the data?
The following graph gives the weight and time it took to complete the agility course.
Which graph shows line of best fit for the data?
Which of the following lines represents the line of best fit for the scatter plot?
![](data:image/png;base64,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)
Which of the following lines represents the line of best fit for the scatter plot?
![](data:image/png;base64,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)
When there is increase in distance consumption of fuel also increases is an example of
The correct option is (c)
The increase in distance increases consumption of fuel is an example of positive correlation
Reason ; Let's take distance as 's' and consumption of fuel as 'f' .
with the increase in s , f also increases which means both the variable are increasing
when both variable increases the graph goes upward which shows positive correlation
When there is increase in distance consumption of fuel also increases is an example of
The correct option is (c)
The increase in distance increases consumption of fuel is an example of positive correlation
Reason ; Let's take distance as 's' and consumption of fuel as 'f' .
with the increase in s , f also increases which means both the variable are increasing
when both variable increases the graph goes upward which shows positive correlation
Which scatter plot shows a linear relationship between x and y?
![](data:image/png;base64,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)
Which scatter plot shows a linear relationship between x and y?
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAcoAAAGCCAYAAABgl4PdAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAAFxEAABcRAcom8z8AAMo0SURBVHhe7P0FeFXHFjYAf//z/993b91L3R3a0kL11r331l2p4O5aoFDc3YtLcXeLEDcgIUqIERIIEAMSAoT3n3fOOSSEnXNmdiCEMO/zrAfOnlnZc86etd6xvdb/gYGBgYGBgUG5MERpYGBgYGDgBoYoDQwMDAwM3MAQpYGBgYGBgRtUaaI8UVSI7LwjKDhxynnlFHKzDyP7yHHnZwMDg0sRp04UISc3H0eLTjqvnEZ+bjYO5RWI/xkYVC1UaaI8krQN3RrUR795IfJzwNz++Ll+J2yOPiA/GxgYXJo4kRWFQa0aovOYdSgUn+PWjccv9VpgcWCSIUqDKocqTZQn033xea178UaT6UhPCsH3te/H+01GIavQmJKBwSWN/Bg0f+MxPPlJP+zZm4C2b9fE8593RVLOCWcFA4Oqg6q9R1mYhm5fv4vab/yODj99hxf+8zN8Uo45Cw0MDC5ZFOdgTPOv8Phz36BzowZ4/pmPsTgiy1loYFC1UMUP8xzD7O6/4O6rrkSNe17G0OVRzusGBgaXNk5hw5iOeOSGq3HzrbXQabKPuGJgUDVRxYkS2Da5C+7+f1fggxaTcMC1729gYHDJI2H1SNS69t947uveSDzivGhgUAVRpYmyOC8Vfb5/G3c8/hk2xOU4rxoYGFzqOF10EDPaf4Uad7+O2f5pzqsGBlUTVZgoTyN69Vi8XecV9JodYJZlDAyqEdICF+DTF19Ci6ErYE4dGFR1VGGiLEbOgb1ISNqLwmLnJQMDg2qBI4czkJCYjPwiY9wGVR9Vfo/SwMDAwMDgYqLKE2VhYSFWr16DCePHY/zYsVoyYdw4TJ40CRPt6Aod6k4YZ/O+EyfKf63K3QnbOmUi76uvO2nCBHlfqzJ3wns69Oy1d3KF22tDV+jZ+a6USZMmIyws3NnDDC4mDh06hH/+mY9xdm1F2qgdXdH3bOiyvsO29f1CxdrrsNEJdmzFpl+gUJdiVeZJeM9JE/Tvy+/o0NW/7wQh06ZOw549Sc4edn5Q5Yny8OHDeOXFl3DnHXfi5RdexEvPPY8XFYT1XqhTF08+UQt1aj+rrEdh3eeFbq3Ha6Lus3Xw0vMvWNazEuo+98yzeOqJmnj+2bp6uqJunadrS90X6j6n12ap+wxqP/mUZXl5Qr26tZ8R96wlv7Pu7/SsaC9/4xd12yuk9lO18XStJ898LlvHnfB7Pl3L8V1VdV3P4pqrrkbHDh2dPczgYiIiYjvuueMuPPzQw9K+yz6z8oTPvO4zdfCksNHnaaNlyt0J69InsN/SRyj3HyG0adpnXWHjurZNHd7Tjl+grrQVG37h2aeextM1xXe1Y6PCzii6evyX7X1G3FvruwphO5964knUEf5B574vi/s8I9p67RVXYc7sOc4edn5wSRDlyy+8hAH9B8r/Z2VlKUtmRiY2b/ZCfPxuy3J3sjdtLzZu3IykpGQczDpoWac8SUzcg02btiAtLU1Ll3Wjo2OwafMWZGRkWNYpT6i7ffsOePv44sCBA5Z1rIR6CQm7xT23Yt++fZZ1ypODQtjeLVu8sH//fss67mT79p3w9d2m1V6XhASHwj8gyLKsPHE9i88+/hRtWrZy9jCDiwlvL2888sCD2Lh+Iw4e1LEVYWdi1rBp4xbsS9frt5S4uDjpGzIzMy3Ly5NUYdMbhW1zxqJr27Sz9Rs3ITXVnl/YLOzMjl/gYMTLy0fYmXUddxIcpG9nLvHb5i9XbqzK3An9wVYvX0RGRlmWlyfsP9G7YvCsGFTMmDbd2cPOD6o8UQb4B+D+e+5DJxszgOLi0wgMDhMEq/9qyfHjx+EfGIKjR/XP5OXnH0GA0D1xUv/FzwOiYweHhDk/6SEtLR3hETudn9SRm5sn23vqlP7Z4v37DyAk1N4yZkrqXkGWkc5PeogTg59d0bHOT3r45ssv0apFS+cng4uJnt174pYbbhSO3Nt5RR15efkICBJ2dkI/7F2WTTsrKioSfiHYll9ge/0DgkV79f1C1sFDCBK+zA5SxaDfjl8g4uITESXIxw4io6LFpMHeEmhY+A7s3bvP+UkdhwRZPl+3LqZPnea8cn5Q5Ynyr169cM0VV4qp9QtiZpjgvKqGY8cKxAzLT8yUMp1X1JGbmytHNYcOHXZeUQeN0Mt7G/KP6L9FnbY3Hb5iJEaD1MXu3Xsk4Z0+rRcLl2TH9h49etR5RR0pKamivQFiYKHfXpJdoE2C3rEzShjTdu0A2vxtvvzsM7Q2M8qLDs6sXn/lVWnff3T9Q/tZcoYk7Sw/33lFHWmCPHx8/VEoBsQ6yMvLw1Zv+36BPuXIEX072ytmzWyvnUFBwu5E6ReKi/VPGO+M3CXtTBe0Mw6gd9kg2ZNiguHvHyz9mS72pafjuWcvsxklO/M7r70uR5x33FpDbsDrwBClGgxRGlwMTJ86HbfdfAtq3HQz/vPCi6L/JjpL1GCIUg2GKCuOKk2U8+bOkwR535134dYbb8LH//sfsg9nO0s9wxClGgxRGlQ2jhUUoN6PP+Gm667HvcK+a9x0E8aPG+csVYMhSjUYoqw4qixRcg/gmy+/wg3XXIsH771PjjpvueEmLFu23FnDMwxRqsEQpUFlY+tWL0mQd91+Bx66735c/e8r8MG77wt7O+Ss4RmGKNVgiLLiqLJEuWrlKrzx6uvo36+/PDb++6+/4Ydvv0OTRk1ER1MjIEOUajBEaVCZYN/m7//tV99g7Ohx8vWF+r/Vx+uvvIbFixYr919DlGowRFlxVEmi5APdvHkLQkNCJSm+9uqrmDhhEvKEQSxdugyZmfudNd3DEKUaDFEaVCb2C/tduWKFnD3GxMTgqZq1hGMMxK6oXVi3Zq0yGRiiVIMhyoqjyhKly9dnZ2fjPy++hJHDhzsuCKg+cEOUajBEaVCZKP28w0LD8MSjj8HX28d5xfGMVGCIUg2GKCuOqkGUpwtxYF8KMrPPJZbDokOWJUpVGKJUgyFKgwuHkziUmYr0gzmWz8pFlN5bvZxX1GGIUg2GKCuOi06UJ48ewNrpA9C20e9o2fIPLPDbI0yrBIYo1WGI0jMMUVYeTh/PxbbFo9Gxye9o0aQdpq7diQJnmQuGKNVgiFIN1ZQoixG+aDTqt+iD4F1xCFw4Ab/U745tKSUdyRClOi5VoiyuAFHagSHKykHS1tlo2LAzNm2Pwa6N81G/Xlus2HnQWepACVHqR+YxRKkGF1Hq+gXiohDlKUOUZVCExUM64LceCx0zg+I96NWkMcavL/mBXEQ5etQo5xV1MAwdiTJTEIEuSHI0wuwc/fB3hw4fFvfdJolaF/syMiXx2JllMfZlYFCo85M6aMDe4rsyU4suGB5rm5+99iYk7EFQsH57icjIaNthub76/AtDlBccpxE4ux9+bDkeDgvKxdgOzdBnztnP+8wepY+v84o6eBiINnrsmH44ufR9+6Sd6YaZ5GtrvGdOTq7zijoOZ+dI3YICe36BRGlnVrg7cQ8CbdpZVFQMwrfbs7PQsAhEx8Q5P6mDJMtQf3YygOzPzMRzdepUv6XX5KDFaPLDL+g9dCZmDf8Tn77/DaZ4pTlLHUT5yksvo1vXbnJUxTB2cQoSn7BbxijcstVXjoj42aqelbAuA/Ju2eqDHTsihUNPtKxnJQx8vF3obBEj5Khd0fKzVT0r4X3CwrZLY4qOidVqM0eNjAXJgUFcXLwMBG9Vr6zwngxOzu/K0Z/u7xRaur0WdcoT6gYGhcj2xsr2WtcrK/xeFD//IDnzdl0rW89KOJBg9Jf333kX7dq0dfYwgwuFrLgtaP9LPXTpMxnzJg7Ft+9/iv6Lzo7tK4nykUcxZ/ZsuZrCvmv17MoK7SpC9NvNW3xkTFHdfks74+yO8YJVdVmP99oqbGXnTl2/UGJn2n5B9Fn6MLaXxBOfYF3PSnhfxrQtsTON30nUZUB0DoQddmddr6zIe4h70T4DBOFRT/W+/G4x4jvSp9CfKT9Xcb+UlDRxv0B5inrmjBnOHnZ+UAUO85zC3ihfLFmyEvNG9ManXzXEuviS0RqJ8rWX/4O2rdtK4uMMhLMmT8J6fMjsmHzQqnoU1g2g7hZv+AuHrKtLJ76ZuuJv6OpylMs2c6lETzdMjjipa1VenvAe/H0q1l5vBAYGyVGrVT0roS6Nd6sX26v3XSle3r5SrMrKE5I6R7lvv/4GOrRt5+xhBhcShxJDsGzxciyePBxfffYDZgftdZY4EB4WhppiRjlp4iTsFCTEvmD17MqKo98Gyr5XkX5LR66qy3oBgcHSxvz8A7Xv6Wivj2iv+j0ptG3fbYHSRnl/3fuW+AW139Yl1OXKmMPO9HQpJHbq67aX92J72W513RBEiAnK+vUbUeuxJzBrxkxnDzs/uOhEefpkIQ4ezERiYjSmD+mJLsMXIquoZC3dtfQ6YvhwFIspOZceTikI63GZhM44PT1DWY/Cuq49yqyDB7V15VKmuC/f+9TVde1RchlUV5ejRxohl0Gt6lgJ9TIyMmWH5nKz7j2Tk1Ok0yk8XmhZpzyhrmuP8uTJE1r3pewUM/7w8B2WZeWJvIf4bb78/HOz9FoJOH2qCNmHD2DPnt1YMnEA2vw1Bcn5Zy91upZevQRp6fY97lGy33LfUFeXAdlpZwUF6nbGeryXl7jnwYOHtO/pOrtgxy+kpqVL4uB2kq4uZ2UkEh2/QKEu9yjDI2hnerq8V3CIY49St71FRSfkHiVn0rq6e/furZ6nXovzUjF5SA80btQUfUfMRWLW2ftkLqIcNWKE84o6aAQkrIwMtQAFpSE37QVRHtaILesCjYgGccTG4RguL9OA7WzaM6UNZ6K6cB2KsLPX43A4AbJz6yJeELs8zCM6uC7MYZ5LAMcPYdGkAWjcoDF69J+EHSnn7uu5iNLHRpotF/GoRuoqjb1iQCqJR/PQHA8O8TCPXb9An2InRVf6vgzZXp4I1QX3KCv7MA9h9zAPSZZEaSdFV8a+fdX0Pcpivme1V+YeO2HxHF1EaU69eoZ5PcQz+NsYoqwsFCP3YAbSxGCqsBz/XnLq1bwe4g7m9RA1XFaReUrDEKU6DFF6hiHKqgVDlGowRKkGQ5SGKD3CEKVnGKKsWjBEqQZDlGowRGmI0iMMUXqGIcqqBUOUajBEqQZDlIYoPcIQpWcYoqxaMESpBkOUajBEaYjSIwxReoYhyqoFQ5RqMESpBkOUhig9whClZxiirFowRKkGQ5RqqNZEeep4LuJ27cCOuBQcK+MzDVGqwxClZxiirGScOobE2EhE7EpArgUnGaJUgyFKNVRbojyZm4J5EwageZtOaNasHQbP2ISDpXyuIUp1GKL0DEOUlYiC/Vg9ZyRaCNtu3qwNeo1ZirQjZz9rQ5RquJyIkuB9GQheF9WWKBM2jMOPP7bC9n35yNm5Gr//3AjLoko6YUWIklH6DVF6xvkgyqIKEKUtAzZEWeVxIGIRfv32N2yOycaRtGC0/PUXTPFOdpY6cD6I8siRS4QonZF5LhZR6voF4mIQ5faI7WjVoiXGjh6DvNw851U1VFuiPJzohy6//oQ/h83C8lkTxb/TEZdd4nRdRGknhB3jIvoIoszcrx/CjqPUrcII7aTZOijabDfNFkNVkSi5/KALhnxigGBdZGUdkmm27KT/SU1Lk0HVT9lorwxhZ6O9RKQwYMagtAMT67VycCxzFwY0+wXte0/AqgUz0XPAWITuO3vw6CJKX28f5xV1uEJF2gm9yEhgdoiH4fJ4Tztptg4dzha6vrb8Agf7bK+d3K0yzVaQfmhLgoko7NoZExAwO4sO/Pz88fKLL+Oma6/D7TffKuy0NQo0nm9GRkb1JMqig9EY370TunXoikZffY7G/Rci81jJyOfw4cN49aWX0aljJ0kETHPDUY4nYT0+YEahDw4OQ5SiHoW6HEVtFrohoRFauqxLHd6XaYC0dEWnZLR8jjqZqkv1u1Koy4DoNGJ+VtVl+4LFyI/t5e+ldU9R1xHpX7RXfFcdXdZl1ge2l8uoqrqsR+Es1sfX78y1svWshCmKOMJ996230d6k2brgKM5Pw9xB3dG5bVe0+uEr/NxpIhJyzh5QhYeFyzRb06ZOFzOfPZbPzUqknYU4+i1tVbUPUFiXAzRdO2M9BuKX9wzbrmfbom6o084iIvT9An0Y28u0fzrflSm9zvgFDTujsC4zntDO+H9VXVc9ruZxEK2iS0Jlqr7vvvkGN1xzLR645x7UuPlmPPbQI1gwf5EcVFvpnRHx3ZjKy1sMRJ56omZ1yx5yClsn90Hr3nPlp9Ppfmjxwy+YuKlkeYYzSqbZIlFyqY7OXFVkzjnRMQOYgkU4cqs6lrJ9h8MItwiSDQnT0mVd6tAgOKLS1eUSicv4reqUJ9Rlp6YxWZWXJ9Sj03C116pOeUJdGiFTZfG3tqrjTpiqiAZsVeZO6Gg466YhRliUlyc0KM5EJVGaNFsXHDuXjkGTtqMgF0aPxaF7/Z/RZ16ELHPBlWZrqiDKmNh4y+dmJex7HFTKfisGplZ1yhOHnTnSZTH1mlUdK4kQfsFFdsyMwb9jVc9KZHuFX2CqLA6kdXUr6hdoZzr3dImvLwek/rZ0aZ8c0KrYKImOA+YvP/8SN1x9DR68917cdvMteOSBhzBv7nw5yLXSKy0k261bvfGkIMrZ1YsoTyNw8Sj8+GNbrPULR8DqGWhSrzmWhJTsKZ5Zeh050nlFHUxVxYdlK3tIfr7sXHayBHD/gkuvdrMEsHPZ2YuoSPYQttfO0mtKqmPp1U57OUoMEiRtb+8kShqHHXz5+Rdm6bUSEO81Cz990wgLNoYi0HsZ2vzaEJM3xDtLHXAtvfrYWHp1nQWws7fO7CEkAd2sN66lV1t+QS69ivbaWCquWPaQimxxOFbm7MDO0iv7Qd1n64hZ5XWocePNaNq4iTwvoopMLr3WqVP9ll5PFx7Ghtnj0b5Fc7Ro1wsLN0WhsNQyvDn1qg7XYR4OQHRgTr0aXBCcPIKA5TPRuWULNG/VBVOXBuFIqVyzhDn1qoZL7dQrfZDdwzyhoaFo0rAxhg8bLn7nQ86raqjmAQdO42juYeQcOTsXJWGIUh3m9RDPMERZ+SjIz0Z23lHLZ2WIUg2X2+shO3ZEmddDdGCIUh2GKD3DEGXVgiFKNVxuAQcCA0NtJW42RGmI0iMMUXqGIcqqBUOUarjciNJE5tGEIUp1GKL0DEOUVQuGKNVgiFINhigNUXqEIUrPMERZtWCIUg2GKNVgiNIQpUcYovQMQ5RVC4Yo1WCIUg2GKA1ReoQhSs8wRFm1YIhSDYYo1VBtibIgPwvxMdGIiY5GbGw8kvfux9HjJY7TEKU6DFF6hiHKykNRQTYS42IQLW07FntSM5B37GxHb4hSDZcTUdIfBAWFYc+eswPoq6DaEmVKxDr81aYZ2rbrgG4tm+LTj5vin8AMZ6khSh0YovQMQ5SVh0O7/dG/Uyu0bN0ePdq1whf//RVjVltH5jFE6R5VlSjLs92KECURHrYd6eI766LaEuWJ48dw6OBBHM4/hgSGvPqxDTYmlHT8y5UoT5ywT5S6OB9EaYfYXURpx4BdRKkPQ5SVhVMnCoX9HsSh3CPI3LEGDX9ojHnBJYNgwhClGlxEefKkfaLUHUATJEqrEHZHhK+YPGkyGvxeH1OnTBHf6VxfZ4coORBYsXwlvvr8C/zR7Q/hD/c6S9RQ/fcoT+di3pAO6DN9I46Xep4VIcqCggrEeqVBiE5tJ6ajK/0PO5MuSohS3yDsEqXL4dhJV0SilLFeNWNmEheHKGGIstJxHBv+/hNdRsxHbplQpS6i9PHydl5Rh2tAauWkPcFFlMc1B3gkZRKlXb9An2IvBrSLKPVjvZ5vouQssm+fvqhx0824+t9X4JYbbkQ/8bls2+wQ5ZLFS3D/3ffi+quvwY3XXod6P/6E7Gz13zpD/E7VmijT/eeiSbNuCM84OzA302wxe0iHtu1kgF1G3ucDUJGgYEcWD3//IMtyd8L0UYz0HxAQbFnuTlyZCZjdwKq8fImQGTVkdgJN3dCwcElYNESrcnfCDCD8rgycbFXuTvzEPZlmi2mArMrdCQcEdHRWZZ6EToO5/azKyhNmQGAmg7dff8NkD6lE5MSuR+vGrbAp7ty4na40W5MnTnLat/Wzs5KAgCDR97xt2Jno88In2LEzV6Yd2rhVuTuxa2e0bT9Xe0P07Iy6XPGx4xconGiUtlGmJduwYSPq1n5WEuQjDzwo/61T+xmsXr0O28UA1lWX96Sduj67E5IxM7l89OH/cNN11+Gh++7HnbfWwMP3P4CZM2YjMirGUq+0cPC8aeMmPPX4E5g9c5azh50fVA2iLMjAyPat0GdOIMrOLVz5KP/o0hVJySkyFY+qRIkflw+LKaCsyt0J076wY27fHmlZ7k7okKnL0ZhVeXnCw0yMuM82MwedVR13QofBjh0TE2dZXp6wk7K9zBRgVe5OQoThbvXaJkaOsZbl7oSDESbWZgodq3J3QsdBorUqK0+Yry4+PgHvv/0O2pl8lJWDU/mY06cT2o9YDavcNC6ipGNLStKzbw56mOJN184odu2M96Kt0Matyt1JiV/QtzNXezlDsyp3Jy6/YMfOmKKLROv6zJyhYWFheP2V13DdlVfhnjvuxLVXXCUnM37+AbJc1hX3IklyouHSdSdcXYqL241f6v0q02zdffsduOX6G1DrsSewYsVKJO7x3De4oubv54/aNWtVt3yUxClELBqJHxv0wa7D5y4ruJZeR9tIs8V9Mzpi7sHpgss57Jh2MplzWYajsIJC/bRVjjRb/raWI3lKzE46HddS8fHj5wal9wQuYXEmW3xKv700KqbZsgMmgrWb/uerzz83S6+VhGSv2fj5pw7wTrZebnQtvW7z8XVeUQf3CaWd2UgPl57uTFuleZCM+/hcerXrF+hTCgv07SwjM1O2187yaeKeJFt+gaCdkeDLYv4/C8Qs8lk8cPe9qF3rKcybO89ZUgKSe4xmmq3w8Ah88O77uPeuu/HIgw9hYP8BWttQ+8Xv9Hx1TLMl6AwRm5dgQ6j1OzPm1Ks6zKlXz+BvY/YoKwunkRCwBiu9d56zUuSCOcyjhqp46jUqMkrM9lZhx45ziZR2xuVQO6deU1JSMGrESCxatET7+5qAA4YoPcIQpWcYoqxaMESphsvpPUpiO9Ns2fDbhigNUXqEIUrPMERZtWCIUg2XE1GayDw2YIhSHYYoPcMQZdWCIUo1GKJUgyFKQ5QeYYjSMwxRVi0YolSDIUo1GKI0ROkRhig9wxBl1YIhSjUYolSDIUpDlB5hiNIzDFFWLRiiVIMhSjUYojRE6RGGKD3DEGXVgiFKNRiiVEM1J8pi7I/1x7KFC7Ft+x6UdpuGKNVhiNIzDFFWPrKTwrF68XxsCth1VhxnwhClGipClIxoFhZuLzgHI94w6IAuDFGed5zAzvUz0LltO3Tr3AtzVwaeFerKEKU6DFF6hiHKykQxkgOXoHv7dujSqTv+nrcZOSfPfmKGKNVQEaLck5Qs/EKw85MeoqNjbEXAMkR5npETvxUdWrbDPz6JgjLPhYsoR40Y4byijksxewgNgkRpxyASE5MkUerC5XDsZA9JTU2TRFlkI3tIfEKiJMrTp/WXhFxEaQeGKCsHhZnb0btda4xfuR0F5YxoXERZ2dlD9ooBKYnn0ske4gi5d0qQiA527oxE/V9/x5uvv4nxY8dr/VZe4pl8+dnn+PDd9/HPvH8kgemARBmtGcKOKC4+JYmS/kwX1TZ7SPiSIXj/rU/Rs2c/dG7ZFeMWh+BIKb/pIsrhw4bJmQcflqrk5x+RRLl37z7Lcnfiist4ICvLstydkHi8fbYhJzfPstydpIqRLomSs2GrcnfCoN/MUECStSovTzjjZnvzhBOwKncnHK2SKAsEyVqVu5PY2ARJlMy9aVXuTnbsiJREaVVWvjj6zxefGqKsDKT4TcOnb72PDl37onvrzhg0bQsOlhlPuYhyy5at2vadmblfEmVObq5luTtJTUmTxEPSsiovT3JycuQ9SdJW5e6EfoE+JdemX/D28Zdxba3Kywp/y32CXD//5DMZtPyma6/DbTffgonjJ1jWLy3U3RUdjZeF36XuDddciwfuuRerV61Wfkb0QSRKLttalbsTzvKZ9CAhYbdleXnCtqWJgXvd6kiUXjMG4fufesAreBcCVs3Gbz+1xpxtqc5SB1EyMn2b1m3kLII/IFNRqQiDdTNav4+vn/isriczUwgjYkocGpMdXd7Xd5vjs3U9KwmCt2grUwcxar91nfIkSBow72tdXp4Eye9IPTv35EBks2xvgEW5e2F76Tj8tO9LXV+HrkVZecIsCkyr9BbTbLVr7+xhBhcK0evH4advm2Klt5j9b16O5vWaYdSKKGepA+FhYagpiHL8uAmI2B6p0Qcd/XaztDPdvid02W+Ffev12yBZ32Hb+n7BR+jwno72avqFM+21Kj9XuFw6edIUPHT/A7jrtttlOizmd3z/nffkYJqZe6z0/AOC5H7mkEFDcM/tt+PeO++SKa+o+8O338sy1rHSLSvM7KJroxR+R/7G3sI/qP5O1GGarjVr16MW02xVt+whEUtHoUn7kciRn7LwV9OmGDg/XH4iSJSvvPQyenbvgQwxgmQqHs5iPElycopMqcQHRYJNTlHTo1CXaWL4sLjGnpySalnPSliXqXu2Ct24uHgt3RQxymW+NxIIM2uwHVb1rIS67Ch0Hswiovw7ifZFRu2SnTo2LkHrntRlZgFHexOV70nhfUJCHHklmd1AVZf1KFxiphG5rpWtZyWpqXvl7/The++jnRh4GVxYJPnMRuPGf2KPTJZxAhO7tUbHMZvO2ld2zSjn/zMf+zIyZd+1enZlRdqZmK3QznjgRKvfirpMnyf7rZi1qOqyHu/FgaxtvyD8kbQzDV2XX2A6O+7bqbSXS7Vbt3rhuTp1ZRLkO2vUwHVXXYNWLVrK7RL+TSs92hJ1ly1dhkcffBg3X38Dbr/lVkdy5r59ZRkPB1npukTao3iOHBAwOxDbq2qjrLs7cY8cGDD7iOqz4f2YESYkJBS1az2JmdNnOHvY+cFFJ8qCveH4s20T9Bw2AzNG9kXL1j3hs6dkc9619Go7zZaYoWXut5dmi4bEpRZdcNmWS5ncI9UFnQVHq1xG0AU7i509Su6dcPRWWKjfXi4JOdJs6bc3IcF+mi06yYiIc7MWqMCk2aocFGfvxojuLdCh7yTMGj8cbZq3x/IdZx+scxHlRUuzdVJv3437+Lxnro00W9nZOZIo7foFtve05iseMwRhvFD3OUF6D+GH735A4u7dzhL3oO8cMnCIJB0+n5bNm+PgoYPOUjWQ6OzsURKc9e4RA2hdVOM0W8CBuABMGdYPg4ePh39chvOqAy6iNKdePcOcevUMc+q1cpGXHok5YwZhwKDh2BS+55znZU69qqEip159RHunTZupfQCJdrlq5SosmL9AexBtTr1WMgxRqsMQpWcYoqxaMESphooQJVd9duzc5fykB26pxMbGOz+pwxBlJcMQpToMUXqGIcqqBUOUaqgIUZLsuJRpJzIPCZZLqLowRFnJMESpDkOUnmGIsmrBEKUaKkqU9AsmhJ19GKIsB4Yo1WCI0qAiMESpBkOUajBEaYjSIwxReoYhyqoFQ5RqMESpBkOUhig9whClZxiirFowRKkGQ5RqMERpiNIjDFF6hiHKqgVDlGowRKmGKkyUp1F08gRO2nB2EiePID4qFBvXr8e6NWuwwScC+/NLXgK+3IjygNANDgmTnUUXaXv3IdzGS/iGKA3c4UThUeQf03++OF2IlPgdwrY3SNteuzkIqYfPfh/vciJKBhwIDArVDsRO7N+fheDQCO1BMGGIsuKoMFFu37QQzX/4Ac26jEHCIb1ORxTvj0DL7z/DL027YGDfvug/ajbi9pdE17/ciDJi+w6sWLEaJzSJkh3T3z8AWzZvdV5RhyFKAyscSgzDuF6d8M1n/8OHH32Bpp2Gwj/+kLNUAUeT0LvJd/jm1zYY1L8f+gyahLCks196v5yIcn/mASxatASZNrIZMUrNkqXLhV/Kc15RhyHKiqNiRHk8A0N+eQP/+j//B//3+mcwep3+i6knU/3R9MffMMdnD44VneswXURpJ4TdcWEEJMpM0UF1QeMjUXIUqAsakSQejbRV7BzTxcN9vk5d1H7yaYwZPUY5NBcjbvzZ80889UQtvPrSy4JoVzhL1OAidjuhwNLSHGm27MyAmWYrKNBeCDsasJ08eYQJYecZ2fHeaPHGU7j5uvvw5gdf46dP38ezjzyN1mM3WqbDs0ROLLrV/wUjl0bg6HHr/uEiSl9vH+cVdbjS2dkZ4KULh2pnKZOhLUmUun4hOTkZLZo1x2MPPYxP/vcRQkPV+314eAS++eobPPbgQ6j3089ITEx0lqiBsVMZBN0OmP3Drp2FhtlLs8W0eyRKxoDWRWZGBp6rU8WIcv/2VfjyqQdR8/GX8MSdD+CjVuORrTk5OJ0VhY4Nv8N3PzRBm3Y9MXPtDhSVGviQKBkUfeiQIXLJgs5cVdiZSZQMAGxV7k5c+wmMsWhV7k72iYdFAz4o2m5VXlb4vdatW48H7rkPN157rQxAfM8dd2Hp0mWS7K10HFKIgsJCjB07TgYvvvXGm2RKnDpPPyONS/X34uia7T2cnW1Z7k446uOeKgcWVuXuJDomDgEBwTgmHJ1VuTthMHa+CG1VVp4wDBf//fyTT9GmVWtnDzM4B6ePYdGf9XDD/7kW33afhwMnTqH41AnsidiKreHxKFSdxh9Nw6AOv+Gzr+qjbeuuGLfQH8dOnK3sIsqNGzfJVYmyz8ydMF6rw84OWZa7E8ZFJlFyhmZVXp44BsG+yFD0C+xz3JPs1qUrbrj6Wpnq6up/X4EP3/8AKampbr8zbf+Q+G4///ATrrniStxxaw35b/1ff5PXORu20isrMbHCzgKDLcs8CYPH69oZhTFxma2HA1qrcnfC34sJD2Lj4i3Ly5PjhceRlJSEus9UKaI8hfWj2uDeu17GsL9Xon+9N3F3zQ+xOlZzubG4CBl7UxATFYmts0fgu++bYt2ukuWZw4cdabZatWglRzZMj0Py8ySsxw7N1DQkPFU9iqzr1GWwcF1dx329pBGr6IaERqBzpy5i9H49Hrj7HtwvhKTXulUbGTScRGSlx9QyDEj+3TffynxzTIdDgr1DGOPA/gPk0gedgZWuS2R7xe8jv6vzc9k65cnZutvOKXcn1GV2Fqbooq7OfSnM4ECxKitP/J0pe9549TV0aNvO2cMMzkFhKnp/8wquuLEu/t62z3mxFFT3yU6fRNb+vYjeFYXAFdNR75tfMHtbirPQgXAx66j5yKNyBYXZb6yem5WU7nuqduYS1qVP2KRhoxR5T1Ff2raiT2Gf27RpC/773vtyAEwbvbPGbbj3zrsxbdoMaaNWevQ7PKswb94/eKpmLUmSDz/woPQLTz5RE8uXrUSgICJL3VLi+q4ybVWZMk9CXept2eKj/BuVFqkrREfXUZe/sfDbWzX8Nn+v4DCsWr0GtR57HLNnznL2sPMD20R5On8P/vj0Odx6z2sYNWUxhjf8L2655i50nOKrtW8kk/a6ZpDpvmhZ7zfMDSlZw5czyhdfQq9evcSMJ0fO8JjqxZNkZGbKFC3sJLvE9J+frepZCetyuYK68Qm7ZXovq3pWQl2m0WHaqqSkZKX78nstXrRE5n5j3rdbxOzwzhq3Y/as2XJZtbzvzHZlHTyIQQMG4HoxWq1x0824Xswon32qNny8vXFI6p6rV1r4Nzhy02mvS1iXI0Y6j5TUNOVnQ6EuBz4ke57oU9VlPUqQMAqOkl3Xytazkv0HsuRM4H8ffChmOCbNVrkoTEaPr1/GlbfUxVTfvc6L+jh58gROuIz7aBx6NPwZo9bGOT47IWeUgiiXLF4sVzSsnpuVOOyM/dZX7t/p9lumvPL29pP9VlWX9bgcyNReCbvV/ELm/v3IFHpcweBs8HYxiL3uyqvx0Yf/RVRklLDfQ5Z6FK5qxcXF4cvPv8B1V10t011dI2ajP/3wI/aImRMP/lnplRa2cfuOnfAVA+p0DTujsG6IeD60M5fdWdUrK456+2TeSg4EaHOquvyN0/Y69o+5aqTzXLmCt337DtR+6qmqk2YrI2AO3nrodtx4w9145MFH8Oi99+DGf12PN34ehDSN/fEDCUEY0rMHRo4ag/5tm6Fb/1lIO1ZCtWf2KEeNcl5RB5cu7KbZ4kEcEkC2jTRbJCiOiniYSBXcKxk/bjzefO0NvPTc8xg5YiRU0/FkCwfTs0dPvPT883j9P6/IaP86oEHaTrMlHA1ntads7FEmMM2WGBXbQWQk907sptn6wuxRukPxUazo8wtq/OsafNJ6LNJyhEGfPIrILYuwzm8nihRHwvkZ0RjbtyeGDB+DYV3boEPXMYgtc+DvzB6lzTRb7Ldc5tMFHTn31nUPzXE/lH4hRzPNVnx8PJo1aYq6tZ/Fd19/g5DgYGeJZ4SFhuLbr74WA+Cn8fuvvyEmWu+AjNyjtGlnUVExCBeEZQdcsuX2ii7kwcQKpNl6rsqk2TqZg0kt/osr/t/taNl/Dtav34iNaxfgt1cewv/vmlqYvEX9C544cgB+65Zg3OgxmLVwgzDKszvu5XbqdeeOSKxcudrWCTUf321yr0cX5tSrQVnkJwei7ef/wbXX3Y7nX/kQX3/4Jp667wl0muwF1adVfDwHYV6rMWHsWEydvRwJmecOHC+1U6+8l7cYfNs55Ee/sHDhYjnD1AUTTC9avET6JV2YU68Vhz2iLDqIFZMGoNugidhdqo9Gev2DDl16YYFfkrYDKw+XG1FyOSWoAu9RhoXrn1AzRGlghfy90Zg0uBca/PgdfvrxF/QYOAPR6fqO2h0uNaI8ceKk3Oe2Y9skVxKWHVvhtkFwSLjsv7owRFlxVOAwT+XgciNKE5lHDYYoKxPna9h7Li4lomTf8RLtbNKoCYYNG469e/X2b+kX6FNMZB73MERpA4Yo1WGI0jMMUVYtXEpEuWXTZnmikidPeUKdp82zsrKcpZ5hiFINhihtwBClOgxReoYhyqqFS4Uo2W+6dOwsT67ydPodt9TAXbfdIU+Xq8IQpRoMUdqAIUp1GKL0DEOUVQuXElH26NYd1155Fe676275XuNdt92udVrXEKUaDFHagCFKdRii9AxDlFULl9LSa2hIKN585TVcf9XV8p3lDu3aIzdPPfaqIUo1GKK0AUOU6jBE6RmGKKsWLiWiJLZHRKBTh06YMX268C96728aolSDIUq3KEBksC+C4vef5fwuRaLMzz8iX/DVNUKCkTrYweyQB18Pidge6fykDkb/4Yv/du5piNLAM05i93Z/+EamnhNQvSJEmZeXj6CgMFuBMuwSJV8PoX0eK9BPIGCIUg2GKN0gds14vFrrWTQY7YPSj/NSJEpmBpg6dZqYqeml02FOT28vb8yZM1fbmBgUeOXKVViyaIm2QcQnJODvKX8jNlY/0r8hSgNP2Bu0EJ/WqY3P/liMsr26IkQZEhyC6dNmIEvMLHVhlyhdabY4uNSFIUo1GKIsB4mBK/BXr55o9usv6Dxp81mjThdR2kuzVSSJ0k6aLZlOR3RqnQgc7IizZ83CM08+JU/G/fJzPaSmpjpL3YPLnn/17o1HH3wID9//ADq0bS9IWi33HyN9tGjWTAZUrymcDkPhsbOpYNeuXTKbxt2334G6z9bBokWLnCVqoMNhvFY7ibvjhQEz6Lsd0IDtp9kyIewqCweit2LgX3+idYNf0XTQQuSU6SYuotQ5FMNwiaNHjUbNxx6Xfb5x/QZgTGMdMO6pj6/dEHb20u+RXOlT7MxGGSvVRwxI7ZCdI82WzVCRUdGIqEiaLZsh7AICQmSGF10whN3zMoTdNOeV84OLTpT7Yn3Qf/BoROzZi01T/sRf073OmVEyKPqggQNlfkdunnO251FEPe5hkCgZM1BZjyLq7tuXgS2iU6cKIuAo0rJeKeHsdds2P0lUN113vTwRd8M116H3n72RnZMr91Gs9CjUnT9/vjxJx0MCDH5c48abMV3MSjn6LO/+XHqiDB44SAZTZ1YCZigg2W7dskUYdfm/V55oD2PStm7ZWgZcvueOO2WKLg5KYkXnPiIcgpXeWSL+dlxcghzpktR1f+MoYYQMnMy4mVq6QkiSISFhjs+KuvzO/C0/+/gTk2arEnA4LQLDhw7F1p0pCFsyDF1GLkbZXXsXUa5du87RXy2eW2mhPXDV5eH77pfvM9LOmGJuxPAR8tnyGVvpnSWiXkJCoui3fjh48KB63xP1GKSbRJmWll6uXVoJ66am7pVEyUDlurqcXTGTBlOK6dgKdRkAXtqZRblbEboOOwsX/7coL0+EHu/FHJhM06XTXtZl7Go/MfhmMgsdXfaNhPgE1K39DGZOr04zylP5mN6nEd77uiX+HjcGzb75GJ983xk+UenOChyFOdJstWzWXC4BcPOenc2TsN6WrY40PMyMoapHYd3NW3y0dLnMMHjQYNwmiI6k8+C990nS+vLTz+Al/obvtkBLPf5tmWarYxdh8NfjvlJpttqIWU9gYLAkeytdEpSvkO+ZZkuQM+/JezNDQf9+/WSanvLazlkg48K++9Y70tFwFkuiflA4oBnTZ8oRqJVeaeHflqmy5O/k+Fy2Tnni0PW2pUuh3hZNXVdasjdefVWeWDS4kDiBNeM74a1Pfse4sRPQ+fev8f6nTbAyMOGs5XJXmq1RYoZIO+Dg1OrZuYTOd5AYGHJAydc0XHb2a71f5CE4zhKt9EqL3X4r9cS/mzd7Sd+i02ft3pMi61bIzly66noU6lKPwsGBVR0rcbVP6m7Wuy91eS/pG0S7Vb8rnwt91ooVq+Rkpcqk2TovOF2EuNAtmDd7NubNmoom336E//3cBUGJJfuCrqXXfn36yuVQ7hlyVOVJWI/LFV7iIXEv7JAgXKt6VsK6TL/DzpmUnKKkywM8kZGRePvNt+RLySSfGoKwJk2aIkd17v4Gdbdu9ULtJ5+WszuZW1IQF/ccOUoq7zvzbzLxLGeeJDnOKjkrfPXlVxAmHBD/rpUeham9OJru0/svec9bhbPhO2KMNrJnzx75d630SgvvHx0T61je3n9A+dlQqMt9RpIXo5voPFcKMxPQMFzXytazEo5UWffj/31k0mxdcBQjJcof8+fOxj9zZqFTg6/x9udNsWF7ySCY4IySS6grVqx0219dwhkGX9N4+YUXcKPo60xJx2TI3PLg6sqhQ9mWeqWFfS82Nl72W87u3NlmaWE9nkp3+QWmBbOqZyUc8CclpUjSSktPV74nhfeJEzMlO3bG5d7IyF0yPu3Bg+q2QpF2JiYAPOinq5clfAv3RRl7mumvuOJkVbesUJdxbXnugcu+Or8T+0Z0dDSeeerpqpNm6/yjCEvHdkOP6VvPyk5QsT3K4zLSP41BF1wq5UhFdy8iICAQTRs3Ec74Y4wfN04uq6pi3br1+O2X3+Se4cIFC1GseFKF6bh4GOfbr7/Gzz/8iG2+25wlnpGTk4MB/frjo/9+hE4dOiI2Tm9PgXuU7NQnT+kHcU9gmq0K7J2YPcpLB77z+qP9iEXlLr3qptkK8PdHowYN8elHH+HvyVO0X6dy7FHqH45x7FFus71HSV0dn+AC8y2yvXYOvlV4j7Iiabai9Q8IFp92pdnS36PMzMioQmm2LgiKkXswAxmHj1zyr4fwdBuzoNt5F5L7GN7e+rn5iJjYODGKU89z5wL3ULlMwpOzuiBR0gh5bF4X5tTr5YOj2fuRnpVzToquipx65SE92pnqwbXSYDJhOuPjmjbK1SGeerXrF+hTzKlX9zCnXm3gUiRKjja51HHUxsgxI2O/JDs7BpGckib3eXSRlXVItDfI1vtonK1zb8gODFEaVIQoDx/OwTa/IDnL00W6cKi0UV0YolSDIcpKxqU6o+QSS3WPzMO9xb5/9cUXn32OkSNGar83aojSoCJEaScyD5//ls1b0LRxY/z0w0/YpJno3BClGgxRVjIMUaqjMomSS1ZdOnfBTdddJ0/o3nD1tejYvoPo5OqkZ4jSoLKJ0t/PH0888pg8+HbTdTfg6VpPIVS0QRWGKNVgiLKSYYhSHZVJlHtFh3z9ldccJ3Tvu1++nvJi3eewX+PglCFKg8omyqGDh8hT3ny1hMKTs+PGjHWWeoYhSjUYoqxkGKJUR2USJV8t+fTjT3CdM+0Qnc8H774vHYkqDFEaVDZRzpo5SwzurpdBPfhKFd97XrxosbPUMwxRqsEQZSXDEKU6KpMoeY/169fj5RdelIESXhL/rl+33lmqBkOUBpVNlAeystBWPHsO7u6942507thJRpFRhSFKNRiiPN84kY+47UFYsXQJVm4KQnrO2Ue9DVGqozKJ0oUA/wCMHDkKu6KjnVfUYYiymqO4EMkx4Vi9YimWrfXBnqxzT1VXNlES7OcrV6zElClTtVZACEOUajBEeZ6Rm+iPQZ2bo1v33ujS6Hc07DEDKUdK3N/FIkoeVgkMDBVGpZdzjqAhBAaHocjGu4UXgygZazVItNeOITEaSvzuJOcnPRiirN4o3B+N8X+2QqeuvfBni0b4pc0oRB48O1vHrqhdqPX4E8IxBjivqCPfZWdF+uTBWSRfpNfte4Yo1WCI8jyjMD8b+zIP4KR4hombZuLnn1phW1rJ+4cXgyhpPF5e3hg0cLDWiTiC0YDWrF6LoUOGITZWP3L+xSBKRvkfPGioPBGoY0y8y8ZNmzF48BBsj9A3JkOU1RtFBXnIyMjAcfF4D25fiwbf18eynQedpcIhiufOCFQP3Hsfli1d6ryqBkajWrV6jbSz3YIIdJGamiZ9g900W4Yo3cMQ5QVBMcLXzUaTXxtg9D/eKL1A4yJKu2m22Ll00mzxAU+bOg2PPPAg7rjlVtR5+hmsX7fOWeoexwqOofefvXDvXXfLwwLvvPmWGDFHOUvVwKwlMiSc6Cy6SNyTrB2qytvbW/6+t910Cx596GFMmTxF2aAWLVyIWo89IWNt1n7yKZkLUwcJwhDsh7DbhYgIe6G1vvrChLCrTCT4L0ebhg3Qb8Iy5Dq7NQeCDIT+8P0Pyv7z6gsvIkAM1FRw7NgxdOnUxZEA4JYa+PjD/yI+Pt5ZqgaGsKOd6UaUOnbsKLx8KhjCzmaaLbbXzqDyYoWwY/CTyk+zVa1D2J1AYuhmjOrTG90HTkHswZLZlCTKl15C3z59wEDdHJVxb8KTsB5fYWDHZCooFT3+fQYBZj5JBjV/4J575WnOb7/6BikpabKjW+lRuAS5etVqmYdSZjYQ//LoeZeOneUeIAMSW+mVFgYSjo1zBGsmYap+Vwr//k4xy/LzC5CfPelyRMx7/FbvV1x7xVXyu/JVj2eefBoR4RFyOdZKj0InERMTi/fefld+R2Y7ueHqa/Dm628gKSnZ7e/kErZv+45IGRSdgQpUvyvrUTgLJsm6rpWtZyX8zlkHTVD0ysVp7Nvlj8mDB6DLnyMRmubYE+RqS63Ha8p3cNn3GMy/acPGMrQcn5PV86OwX65ZvVqQ5F1yIOt6xeOvXr1lP1CyM1EvRjhwaWfp6nbGevQDzChEJ66qR2HdxD1JckbJ1H06uvxOjiDu2+Tvo3tfrr4wCpHjs3U9K6EuyY4ke+CA3j0PHDggZrHBMh6zbnszM/djmxgUcDaro0u/xKX8Z56uhkHRi04U4cyYLisQv3/7M2YFlSyVutJstWreQv7oJD51YaoXL9mxaRTWdUqEHYIppmh8zO3I9wNJeu+88SbWrdsgw7xZ6VG4zDBs6HCZ4opJkJn+h2T75Wefw1um2Qqw1Dtb/LBF1HWkxHGlnFEVP5nVgKmnrMvPFhrO5s1b8N8PPpTtdKXZ4r+zZs6RJGSlR6EBLFywCHWfeVbOBly/0zNP15YZT5j7zkqvrLjS/3hpf9dSuhZl5YkjzVYg3njlNXRo287ZwwwuFE6cPIEi1+LEqT1oV+8HDF3tCJK9I2J7SWo3Z6qsTz76RPZfPiOr50dhvxw2ZJjQc5Ckw85uxO+//ipTzvn6erYzEg7ty46dlaTu81XyKS5h3dJptnR0pV+Qul4WZZ6ldJutyt0J9ShWZW5F3GuLaC/TFVqWuxOhy+/K72xZbiH8boFBYdL/ONJszZT97HzhohNl2s6NGDlgEP6ZOw+jurdCk7ZDEXOoZN+AM8pXXnoZgwcOREFhIZiKRybg9SAyZY8YidEo9iSlyBOoVvVKC5d0DojZH5P60nBJIBzxjh45Ss4YubdgpUdhQHGm3vnum2/kCJcv4N8vRsoLFi6Sf1el3WxjYmKSXC5mehnV70ph2xip31+QOdvqSVd+F1GPmeJvFt+V35fRdRrWbyhHrWyzlR6FpwY5euvxR3dcL2aS1CVh9u83QI743f1OLmH7ZEJZ0V6eMFb9rqxHcSWUdV0rW89KmIyaJySZuLmtSdx8wXEoKQjjB/XH7LlzMXlgZ9Rv3BOBzhkl+x6zf9x83Q24SwxK77ztdvw9ZYo8POfOVtkvuSf50Yf/lX2PNsrDQOuciZ9V+gL/Ppf9SVacver0Pc52OPDeuzddyae4hHXTxEySDn2/mG3p6NKeuHzKxM1MuaXaXgrvwwTIHLyq+IXSwrq0s2BhZ7p63MsNYuLmHZHauvQhTNzMZVsdXZ5J2Z2QgDoycXM1m1EWZCVg9ayJGNivP8ZMnIeYjLM3uiuyR1lYeFwaQ2aGXgxS3nOUIMeffvgBf0/+Wz4AVdCI/+r9F+r9XA/Lly1DsWquLCeYToeHeWztUQqS1d2LkCm6Jk+R7R0+bITcu1FFvjA8Rjr5+cefZZovdmodxCck2t6j5LJMeLhJs1WVcTJPEMPCqRjcvz9GjP4boXsOOUsc4DJg7z974+7b7xSzxKFap1e59N/jjx747dffsHbNWudVdZTsUeodjuEgsSJ7lCRKHX/iAg8k+lykPUq76ezs71EWyz1KLlXrotqn2SrvpKaLKO2ceqXh8bWHA1klJ+1UcVSMXEmynIXogmmrHCfU9MnuorwekpvnuKcNcpb7CWL0ZwcVOfUaExuPqGj9E3X8bcyp10qGm/64c8dOPPHo4wgSMx5dHBLEY/ckKGd31DWnXt3DnHp1oMoQZXmoCFGS7FatWiOXSXTBJTp2TC516IJGxNGqHZK9GETJjXBuntvJR8lj9szrd7KS81EGh4SK5+Pn/KQOQ5RVC+Fh4TLggI+Xt/OKOmhnPr7Czo7YCOxhiFIJhigdqLZEyXxzHdu1Fz9aHTSq3wAxMXoPzETmUUNKSqocFPBVHF3YJUqeevzow//hrdffwKSJk+QSuyoMUVYtXIzIPIQhSjUYonSgWhIlHW/XTp1lKh0eMrn2yqvQUJClzgzPEKUaKpso+V7qC3Wfk8+Wh4juuu12zP9nvrPUMwxRVi0YolSDIUo1GKLUIEqS3At1nsOtwpHyCDpPrv7nxZeRnJzirOEZhijVUNlEuWTxYvmiuesVnKv+9W9BeuonWA1RVi0YolSDIUo1GKLUIEqGkav348+4+t9XyBnHtVdcKZzj56Jzn33qzh0MUaqhsokyOChIOla+VsDVghuuuQ7jx01wlnqGIcqqBUOUajBEqQZDlJp7lJGRUfjmq6/l7OODd9+Dr4+vs0QNhijVUNlESUfBV1Hq1n4GD93/ILp26Sp/b1UYoqxaMESpBkOUaqi2RHnq2GGEeq3C35MmYc7STUjNP9tp2iVKgmGUZsyYiRgbrxHQIPh6CCMD6cIQpRr4HmVwcJgWUbqwadMmLF22QjgOvdO2higrD6dPHMGugI2YPmUSZsxfgbiDVSPNFmGIUg2GKB246ESZnRiMEb26YPDg4ejUuClaD1iA/UUljr4iREkHHBaxQ5Cd/svBJ/iwAoLlC/m6MESphrS0dERst/cyMyOrcEaqC0OUlYeC/bGYPKAb+g8cij9bt0TDLpOxJ+/sQZEhSjUYolRDtSXKooIjyMl35HxM8ZmDH39ojaD9JU63IkTJCBg0JN00W0dFR16wYCFaNW+JlStW4VSx3ozHEKUDfCVnwvgJmDLlb6SmpTmvOpCdnS2jH3Vo1x6BAfoBCxgaKzQswqTZqsI4efwYsnMdJJYbswm/f1sfq+POfi/ZEKUaDFGq4TLYozyGNaO6oVn3acg8XvJAXUQ5etQo5xV1kGy8ff200mzxIQ3qP1AGRb/5uutl4OX5//zjLFUDQ1UxxqytUFXOdDpshy4Ywo4GoQsaMNtbWKg/e6bDYWSessunDDH29utvyqwQ1111jSCnLwQhO0IJMrBBuzZtcdP1N8jf+KknamLDhg2yTBUVCa1lQthVNk4haM5ANGg9DAk5Zw+oXESpe4aAYCxnEiXjv+pChrDz1U+zxcEk75mTo79KxbB3sr220mxlSKK0s03BEHZBwZWfZosDWcaf1kWxIFmu5tlLs5VZnUPYFcFr3kg0atsf/ilnj7ZIlK8IovyzR09pGHv37pNLdp6E9fhDcwTHUQ1HZFb1SktW1iFhPNvwxMOPooYz/Q/f1/v8409lmpuMjP2WeqWF92F4NUa+54hItb2U9PQMRImO6S2MKSk5VanNLqEu8zOSZFNT9yrfl3oMmizbK4hWp71sH1N7sb3JbK/QpfA5de7YWb6/ynRjd956G+64pQYmTZiIXDEi37B+o8xjyYwjTNHF4NaffvyJfH2Hs3+re7nEdQ8aPo3Jda1sPSthsHd+3/++/yHamTRblYRiRKydhsbN/sDaqCzntRKQKJntYeHCxcgS/cbquVkJ+x7jiLLfJgoi0LEV1o0UMyXODJOSUpR1WY9L/rwn0+GxL1nVsxISM3UcdqbpF/ZlSMJiFhGXnVnVsxKHX9ghBrMB8rOOLusGBoVIO9PVow9itqXgkDD5WVWf9VJS0+SggO3Wea77D2QhPDwCTz/5JGbNqGZB0U8XHobXP6PRrP0QBKe5ZjSl9ihdabZatJQjG/6AqsJZElPE8F+r8rLCKPkLFizCow8+hNtuvlmmj2J2AuZd3Lhxs5itBVvqlRWOGh2pafzgs826jpWQ5BypwdhmoWtRx53I1DbCEK3KypMz99zsSGljVcedcCBStr3h4jk1a9JM5qh84J575DuPfJWjz199BCnHYNrU6fI3ZnJrmQdTzCp5MtlHPCcaV+m/X57we27d6i3+r/470eADAoLw5msmzVal4OQRQZIz0LxVb6yLci1Vnr1YzhB2NR95FGPHjEVY+A7Rj6yfnZW40ugxSLlVuTs50281+g+F93LY9jZpO1Z1rMRhZy5/5Cc+W9crT+z7hQD5XbcIW9H5bV2yZQvTe+n5FJfQRnX9kUOYVswbW0S7rcvPFf4u9N+rV61BLTHwmj1zlrOHnR9cdKLcF7IA7z/1FD7+qQuGDx2KvwZPw87kkn0M14xymCjj+jyXB1WF6Vr4A3J0Y1VeVo4XFcn9g8GDhsjXSrgs+OA99+GfefMd5cePn6NjJfvE9J/3ZdDmwuPWdSxF/P3klBT54Jk2xrJOeSJ0Y+MSnAeQCqzrWInQYyxczgq5nGRZx41wNE8nkH+kpL18Tjt3RjoSO4sZOQnz26++Fs8hVS4d5eTmomO7DjIQBKPrPPt0baxbtx4MYs9wdKX/fnnCPcqwsAjLsvLE8fyO44tPP5Op1AwuLPISt+L7l5/Bm5+1wrBhw9Gr33j47cpwljrgWnrdtGkzijTte9++fZJ8pJ1ZlLsTpsSTdpaXZ1lenjD9HUmLyQBoO1Z1LEXU5YoGScuWXxAzSbaX+7GWdcoTocsVLg7yeTDRso4bcdjZdssyd0IfxIQU3OO0KncnXN5m+j0e1rMqL0+41ZaSnCz3KGdOr2ZLr0eykrBtwzqsXb0Wy5cuwZI125B2qGSv7MweZQXSbGVkqO9REuxcixYuQksxi10j2qULbvTTgBmUXRcVTbNlb4/ScSii0GZQdBIlTwmXRXx8AiZPmoypf08F9zJLgw5qzJgxaC9mdgEBAc6r6qAB2t+j/NzsUVYCCnP3IWjzeqxbsw4rly3FohVbkZBx9sGbM3uU3j7OK+pw7VHaOYTGpVASD8lZBwzAziVbO2m26BdIlHbOLtAvsL129ygvTpqtcHt7lMXF8jDPHuHPdFHt02yVh7zcPLzy8n8wxsZhHnZIEqXuqVeCs0vOzuyQnTn1qgbuRYTbOFFH7NgZJU/jmVOvlzbMqVc1cK+O7TWnXt3jso3Mw6ABz4sRwsD+A5xX1FERoqRBcG+TSy26MESpBi6tMOCAHQM2RFk9YIhSDYYo1XBZEmWGmEZzL4knJ196/gUsXrRIiwQqQpQmhJ0aKkqUdtJsEYYoqwcMUarBEKUaLjuipK//689e8jAIiZInI0mWCQkJzhqeYYhSDYYoDS4WDFGqwRClGi47ojx1qhgfffhf+Y7dg/fdLwMAPHjv/cKg1DOhG6JUgyFKg4sFQ5RqMESphsty6XXUyNG49YabcM/td8j3Gd958y3ZwVVhiFINhigNLhYMUarBEKUaLkui5BHsIYOG4IG778UH730Av21+zhI1GKJUgyFKg4sFQ5RqMESphmpMlKdx6uRxZOyJxs49e1H2bTwawUsvvIARNoOiG6L0jEuRKPl+F1+GNkRZtVF86gQOpiVge2wirCIJG6JUgyFKNVRfojydA78Vk/DjW++h6/i1KOtuc8Ss8pWXXrYVcMAQpRouRaJktJEdOyOdn9RhiLIyUYBIn/lo9OEHaNprBnKdV0vDEKUaDFGqoRoT5TEk7dyKvk0bo8/Y9eeMOl2ReUaNGOG8og6GLGPcQIab0gWNj0ZoNwKH3ewhFycyz0EZwo5hp3TByDwMuGynvUzcbCdiyI7tOwXRtUaD3xtg3dr12rNKE5mnsnAcGbuDMLJDK3TqNQdnJ9hywEWUFYnMYyd7CINvk3jsROax7RcOZ0uitOsX2F47g0pHZB59v0BUJDIPs4cw4YIuSrKH2IzMU533KANmjsWQUWvEGPRsuIiSAQcKCwplR83P9ywctR1wEsCepGQ5W7KqZyXUZVobBuXlDE9Hl3UZcYbxIBnNXkeXBs9RFGfBDAbPdljVsxLqMlwUg4rn5eUr/07HRPuSxayQAdU5s9S5J79bXHyCHIw42mtdz0p4n6hd0dIgOHtX0SWRx8XG4v133sMNV18rXx1i5om1a9bKOJZWOqWFUZY4APrko49MrNdKRMzqWejbazYOOT+XhosoGcJS5Rm6RNpZSpokHg6Edfot6yaIQRrtjINaVV3WY7xW2gpneLp+IVXMYtleO36Bg2C2l3lcdb7rsWNHZSIC/wD6hTyha13PSliXiSiYAYSrY6q6rEcfRHKO2LFTtldd96iM0e3nFyhno+rfNV/6B4bNrFO7dnUlypPwmjQYg0evPXdG6cwewrirXAIgAakKO+WWLd4ygj1HgVZ1ypOtQofR+vV1t8n7OjIMOD6fW6c82SbvV6KrI9uw2ZYu7+lo71YvflerOuVJSXv5na3rlC+6ukEh4ejbd4AMWM+MJMw8woDr33/znQzAzBG3lZ5LmDeTBvjGq6/JhNEGlYPtiyfir95zYLVYyewhTzzyKEaPGoPg0AjL52Ytpfqe6L/WdcoT+/3WZdsOPV2/UPqeun7BeV/LcndS6rtalrsX6jKDiF57HcJ70idZlbkT12/Me6velzpcnVqxcrUYPD9e/bKHEKdPFwmi7I8hI1fieJn9NZk95KWX0b9ff5nLkCNAVZGjP/FDxyfslqHorOpYiqibmpYuf3xmGdDVpQ4fHkedWrpCuG/HkSNnd1bl7oQ59kgGXJKyKrcU0T7moWR7OYu2rFOeCF3mBOSM0k57d+7cJWfABw8etCwvKzm5eVi+bJnMYclclnfddrtMDM30XcxIwqUtKz2XHBajcY7IP/mfmVFWFrhXtXPxWPz153TkFJ+7SO6aUa4SDi5XPF+r52Ypou9xaY42mr5X2JlVnfJE6DLTjre3I6m7ZR0rEXrMtMMZJbN58LNlPSsRdekX2F47foHtpS/bf8CGnQm/QDuzKvMkzBwSJGaUuu2lD+KMksu2VuXuhCuBPPfA3Lw69+VMlAnjnxUzypnTq1k+SpzKhffSKWjz/cf44puGGLs4AAdLbXdVJHsID5iQdDKFE9cFlwrYqfnj6+KwcNjs1PYymWfKTlJsYy+Ciart7PmRqNhepv7RBQ9FcI/Szt4Jk+AGabaXy1CdO3aSs8k7bq0h03elpaY6S9Xw1edfmD3KSkEhwjbNR9ffvsJnn/6AQTM2Ym/B2QdKXES5zcfXeUUddI7SzkSf0AWzh/j66u+tc6uCMzO7foE+hUvMuqBf4IrJ6dP6B3ISxYDiYmQP4R5ltCAuOwgICJH+TBf7MzNlbPDqt/R66ijitvvBx8cH23x94BuRgCOlfK6LKEea10M84nI59UrHyByhU6dMk4ahA3PqtRJxugjJMSHw9vKG3zZfeAVHIbvImijNqVf3MKde1XBZBhwgDFGq43J6PYSHG2Ljdjs/qcMQZdWCIUo1GKJUgyFKQ5QecTkRpYnMUz1giFINhijVYIjSEKVHGKL0DEOUVQuGKNVgiFINhigNUXqEIUrPMERZtWCIUg2GKNVgiNIQpUcYovQMQ5RVC4Yo1WCIUg2GKA1ReoQhSs8wRFm1YIhSDYYo1WCI0hClRxii9AxDlFULhijVYIhSDYYoDVF6hCFKBxgMvzwYoqxaMESpBkOUDvDvuvONhigNUXqEIUoHdu2KxoQJE7Fjx7lpuM4lylPIPZiJrMMlkVayD+xDWuYhnNSdrhpowxClGgxROsC/u2LlKsyfP1/6rbI4hyhPFeFwViYOHXVFQzqBA+kp2HcwFzq/xiVDlJMmTnBe0UNo+A7k5esTFlO9MEhzUZF+xzwuSC4kTL9zEbl5+QiP2On8pAfGrYyM0u+YR8WAItRmexmWK2K7fl5IggOYKBuGRDC8FYm2PHRo2x51nn4GnTp0wsYNG4QzLekD333zDVq1aOn8VATv6f3xzbct4btrL7avHIufvmmI6eujDFFWAkiUNR97HKEh+iHWCgoLbdsZ4waH2bSzkDDhF2wQ1nHhS+hT7CA3N992ezMy9yPSrp0lp8p0eHbAnLEpqXudn/SwQxC0FRES0dEx+M8LL+GDd9/DqBEjER8ff2awnZ+fhxeeew4zpjqJsvAA/vmrKX5sMRjxaZnYMLYzfv6tM9btzNDatqnyRHno0CG8+NzzaNywIby8vOC1dauyrF+3HiNHjsaihYsty93J6lWrMHz4KKxYvsKy3J0sW7pM6q5ZvUZ81mmzFxYuXCQzKWzcsNGi3J14Yc7suRg3dgK2btliUV6eeGHJ4iUYIdq7bu1ai3L3Mv+f+Rg1aqyN9m7FzJmzRXvHY/OmzZbl7uTvv6dh4sTJ2GpR5uvjg3FjxuLu2+7A9Vddg0cffAhfffElZs+aLcp88bIwslYtSpZeM8OX4rO6tfDqq+/irTovo9Ff85F+VH+Wa6APEuQD996HYYOHatv30iVLMWKEsLM1tDPrOuXJgvkLhG8Ygw1iEGVVXp6sWbVa2PZIrFhGv6DX3uXLlks7Y1o4q/LyxeEXRgm/sGmjvl+YPXsOxo3T9QsOoZ1NEnZmVeZOeK+JEyZh+rQZluXuZPOmTRgzejzmCn9mVe7j7YOff/gRV//r36hx0y14SfBDl06dpR9ZungxHn7ggVJLr6cQvWwwXq5ZB2+/+wneefEd9Ju2BUdP6Y2Cq/6MMjsbX3z6Oe65/U48+fgTqCVGn8rC+kJqPqapd0bs6j0uR8lW1z2J/I6639MpT4r2av9GlEcd/9pqcwXa67qfnft6+p51nq4t/64rePq1V16F66++FvfffS/uEgQ6oP9AZw8jjmJso3fxf/7P/wfvN5uAw/orVAY2ERkVhefrPCfJ0k7fpY4dPfYNW/390cds67raauu+Qiqqa3XdkzBlldX1CymO71j+c326Zi1p3w/ddz/uvfMu3Hz9Dbjmiitx28234JEHHhLXH5BZhs4gLx6NXn1Y2PeNaDNmk/OiHqo8UZ4qLkbGvgzsTkiwJYmJidi9e7dlmSeRugl2dHc7da3KPIl93UTxPRN329Clnt32VkBXtrdC39X62fC6n58fXnz+BUmQt954k3DGddG0URM5C2GbmW6LKMw7gBUjO+Kt5/6D5x99Cs++3xy+e/JkmcGFB/fiU1NTkWDxHD3LReq3Uq8iPsW6zL2wv1fgu5ZjK57EnZ15kgrpit+pPN3kpCQxMx8hifHGa66T+Wnfe0vMFPv0lUv5SXuSHPvAp4uRnxGDCR1+xVt1n0ed+x/Bu7/2Q1K+XsYYosoTpYGBHQwdPEQS5Juvvo5hQ4YiIsJqb6gIm2cOxevPv4EB070Qu2kO3nrxVXQetwXHzf6kgUGVxP79+/Hu2+/ggbvvReMGjTBv7jzsS9/nLC3B6YKDmNGzMd58/TP8syUSW6f0xIsvvIsZWxKcNdRRZYjyWH4O8gr0T05eEJw+idzsLBzO1T+dhtOnkJd9ALlnTllVHk6dOilPjJ08dQqaB19Fs48h6+AhHClUP6TAnJnyfkJOWSTl9YTiE0eQeeAgyqQo9IzTx8WM8BAKy9lG5Oi7Q/sOmDVrDvamuTtMcAIZKfGITEiD4+xjEdKTE7En/TBOGKI8jziF3MMHUHCiiqxpF4v+cygLeeV1IDcoPnkcBw8cQP5x/VlJRVDssu2Tp6BtauL7Muds3jH1E76ni0vbto3nVlyAA1lZOGLDpZ86fgRZh3JErzkXxaJdixYulPYd4B+AAjc5f0+fKEBSfJSw54OOz8dzkLw7Afuy9FeMLj5RniqA1+IZaNe0KVq16o4V2xItfyBdFB3LQfS2FZg+Yx7Sjqn/xVNHM7B0fF+0atoMzZq0wcSF/jiiePzxVG4SZgzpgWaNm6Fliw4YN28rcjU97qlDcRjRtzumbtjlvOIZRzOiMLB7J/H7tUfHdh3Rc9R8pOaoGvJppIavxqBu7dCkeTcsDkhUOw12Mhdb5o5Gxzbt0KVzN3Ro3Qp/jpyLTBVbFIOJzNhADP2rJ9oLvd6DpmBHmtoR/8KsBMwa1kv8xq3QsfdEbN937olmHgDLtZFY1+D841Thfqwa3w9NGzVCl+7DELznfDyXYuQfzsTmRbMxbeFm5GuYWEFmBCb36YgWwr7bte+GJdvilQdFebt9MbpHO7Rs1gzNW3bGAp847QFVbtwW9Or+J1btyHJecY9TuckYP6AnWjRvh84dOqLzgL8RnaGeqPpgvA9G9+6Exk06YNq6CKh5heMIWTkVXdq2RZcuXdGpTWt07jsBiTkqg+jTyEnZiQmD+6Bdm1bo3nsk/GKzFE+YFuNwrBdGdGuLVk1aYdC4JUg9enaLebqVM0oSeGXiohPlwZ2r0PC3tljsuwuhC4YLB9gVYRl67zZZISNqA5p9/RE++bYz4jQsqehIJrZtWo/QnXEIXzcbv/3QCKtjHCMSTyg4tAfr1q5GRHQqdq6ege8+/Q1rYnOcpQo4fhhrR7fDi7XqoPV49ffKDm1fgq8//RVTlwciIiwMoVG7cfS42uAgK3ozurVrjxlrQ5CWmomDeQVq7xeJWV1KfCS8fbYhJCQAU7o0wLfNhiNTZQR5fC/GdvgFf4zfgMP7UzGlc0u0H75czOc8oPgI5g7qjNZ/zUS8mDVO698Vzf6ahQNVZCHCoCyKEbZyAuo37YugHbFYPKg7Wvw5HRkVXdc+XYCIdVPx9Ztv4PduU6EzP8hNj8aGNRsRE5+ILVN64seGPRGVrWYrBxOCsHHdRuxJ3YvVY3rg03o9sCtP/bscPxyHCR2/xqM138D49WqvXJxI80H9r37CkFlbsD0iDEHbY5F7VK3DH00LQ9+O7TBmoTeSUzKRlX1EkShPISM5Fj7CtoOCg7FgYBt8/mM3xKoMvk/nYn6fJmjZ9x8cOLAPywZ2QZM//ka2glM5mbsbA9o0xqDpW5AaH45BrZqj1zQvz36hEnDRiTLwn6Fo1mmco7MfiUHPxo0w2ztJllUEJwtzEbZuFrq0GYAYpZHQuSjY44uGPzXB8kjr93nKQ+6+eMyfMgqdeo1F3GFF0i/Ox+b5EzBu8lyM79UZvab7OAs843DkMnzzvx8wcPxibAuLxlFl2y3C2hHt8H29Lli6ah0Wr92GvXk2RmoFSRjVqQ2mbY5TGzmeysOSUV3RoPVAbNkWihnD/sLYZcGejfhEOvo2q48hix3vk2VHLEP9Bp3hv7fiAyuDC4E8LOzXCj3FgIjI2b4MvzXsBp+Uim5LFKPwqBhUTumPbv2mIccm7yZ7/43fRXuiDun5h/3R2zBlYE/0nbQcBxVJ/3TBXsyYPAaTZ8xDn64dMMNLjShP7t2GBl9+h26DZ8MrIAKq7oQImt0H337THPOWCdteuRkJWeUvU5aL04cx86/2GLYgQJFkT8Br1kD81ugPrN0ajMUTBmHQjA04qkCUhfS39X7H2njHKtHOJSNRv8No7LPhks43LjpRbp42GK26z4BceDsaj95Nm2HsymhZVlFk7ViHnh0GIDrbBlEWZmBij45oN3wFDmmtr5xE+OrJqPf1z+g1ZikOquzLnC6Cz8KxaNx2KKLFaHV23/ZoM2gh8hX3CwsOxGHqqMHo+UcvtG3SCF2GLUJWocp98zGt48/44qvGGDd2Ejo3aYDWfWci/ZjSnNKJYvjPHojmXcdjv/LQ7xQiN85Eox9/Q5sGP+ObbxphU7zjFKpbiFns+kn98cMPrTFhxgKM7toSb3zWBoHpZkpZNXEY//Rsg75TveWnY/Eb0LRRB6yPPT+nincuH4ue/ach2wZRFu4NQ49mzTF8QZDe8unxLKyb3Bs//VAfk1ZGqM12ThzCokn90GHEMqQk70Tf9s0wYkkEChW2dIrz0+Sgu0f3XujYogla9fobSdkqzHEKKwa1wicffo/RY6fgz9ZN0bjTKMRqDgpi101Ek1b9kZCj6hNOIyV0BVr+/AtaN6qPrz/9HguDUpUG0KePpWNyrxZo1LoPFsybgZ71f8IXLcciwxClmFHOGYDW3Sc6iDInEt0aNcZUr1RZVlFkRqwVRDkIcXk6jl+gcD8WjeuDTgPnIMPGIIwoTPJFx/q/Y/LWZOcVNzidjbkDWuCLLxuiZ6f2+O715/H2e79hVYR+VIvsqKX48YcmgngUohGdysGELs3RZ9Y2+bFozxY0+L4RVuw6JD+roCgjCB0aNcPsoAznFc84cSACf7ZsibnB+4UjyMD8ge3Q4M/pOKhgECePHcLm5XMxZ+48DG3TCN82GYREm8/I4EIjH4vFs+0zxbGNkLtrLZo07Qa/tPNz0G37sjHoOXCG1tIrkZ8ZhxHdO6D3dF/ox+xyIN13Dn79vYPa7DgnBn3a/YYf67dHd0FYrz3/Ij6p9xd2ZOrd/eQ+PzT+6RfMCVCxtRNYNLgT2g9b7PiYHYl2P/+Kv70V/JELR3ajb8smGLlaPapP8dE9GNGpBUaviUVxYQ42TuyJX9oOw27FZa7Cg4lYvWAGFvwzA3/8+i2a9F8M9R3ZC4eLTpQZwYvQrFF7bI7PQPTKcWjYoBMC0ivu+U4UHsOujbPRumFX+OzOwvGTamRZnJ+CyZ1+xifft8G6gCjERcdg30G1gya5++Ph670Ne7NzkeI/Hw2+/h0LglU6dTEKsjORGB+D6KhA9Gv6NX7vOgmZOWq/w8GUeAQG7cCB3MPYNnco6rfsj8gstVGn37xBqN9pJOIzshG5ZhJ+b9wN4Yqjg9OnjmDJiK5o2GsWDmucwCraF4aO9eph2MJg5B/JxbqxPVCv82QcVPgbp04U4NjJIuTv24FRXdtj1IIA54lVg6qH0whZNBxN2gxCfOYBLB/ZE791mYT0Cj+w0yg8locNE3qgVafh2MO9N8Wx8JG9wejy41f4ue0IhEQnIiY6FtlHVRp0GnsTQ+AfEILs3EPwmzNEEJ+wFZVllOJC5BzYi/jYWMT4r0Djb79Az0mbkKewYpSbmYKggFCkZ+dg59qpaNSoC7z3qJ3Gj14v7LllbwTtOYiUwEVoVL8VNsUqDoKLT8Bn9kDUazsSKRpMdTovEf2b/Io/JmyQoUND5w/FD00HYLfiOZETx4/h+InjyNyxAX+06oQFirPRC42LTpQ4lY9N04ehRcP6aNS4IxZsjlZcC3ePhKA16NmuLZrWb4Cu/cchNE2tcxXu34G/Gn2D3xq1wp/dOqNVyz+wwjfOWeoe+SkhGNalBZo2aSqkI8YuCMQx7ad8Gv7LJ2PWOvUYlgd2eaFfu+Zo0rgpWrTsgVWBCWoHcgRO5e/F7JG9xGClEVq17Y5lvvHKHbMoKwajhw7D2ii1E3xncPokEnwWiVllU7Rs1hydeg5D0G41A85LCkafru3QvEV7TJi3AYfNC49VGqdy9mD+sO5o3qghGrfpj81R+50lFcDpQvivmIH2TZugWcPGGDBxIfYoHqrJ2LECzb/9HC3bdkGPTh3QrssQBCj2vdSQZejZsjGaN2uGxs27Y7mf4gnx0jh5APMmjca6SLUDgvmp4RjZrbW07WZNO2HehnDlpeLTRYewcuoQ8ds3En6hI2at0dAVfmHamKH4x0831VUx0sPXYUC7FmjJk8Wd+2DT9jTl3ylx23y0a9EELVt1wdz1ESjS/oEvDC4+UUqcQNbeJBnR/Xzh1MnjMtj3iaIi8W8hjiuvvp7G6dOncOJEEY4dO4ZjR4+K2ajqdOk0io7kIC1JfJdDdhd1+Fccoo5i5GcfxJ7dicg+YmO4fuoYMlL3IDNbb5GD73bZyUjgQkFOFpL2JCNX43224qJjSE9Jxt4D52efy6AScOII9qWmICv/PO0lny7G8UJhm4XHhX0fxxFh36ozSmnfxaeEfqHMlnOs4LiGbjGOidnk7sRkHMizNy22Y9vH8rKRJGw7K8eOTymSvjU9Sy/DCn+jU0LsouhINpL3JOGQ5jM/np8lI/JkaPqiC40qQpQGBgYGBgZVE4YoDQwMDAwM3MAQpYGBgYGBgRsYojQwMDAwMHADQ5QGBgYGBgZuYIjSwMDAwMDADQxRGhgYGBgYuIEhSgMDAwMDAzcwRGlgYGBgYOAGhigNDAwMDAzcwBClgYGBgYGBGxiiNDAwMDAwcANDlAYGBgYGBm5giNLAwMDAwMANDFEaGBgYGBi4gSFKAwMDAwMDNzBEaWBgYGBg4AaGKA0MDAwMDNzAEKWBgYGBgYEbGKI0MDAwMDBwA0OUBgYGBgYGbmCI0sDAwMDAwA0MURoYGBgYGLiBIUoDAwMDAwM3MERpYGBgYGDgBoYoDQwMDAwM3MAQpYGBgYGBgRsYojQwMDAwMHADQ5QGBgYGBgZuYIjSwMDAwMDADQxRGhgYGBgYuIEhSgMDAwMDAzcwRGlgYGBgYOAGhigNDAwMDAzcoEoT5alTp1B04iROOz8TJ4sKUFB4wvnJwMDgUsTp4mJp28WljPvUiePCto87PxkYVB1UaaLMTQpG704dMGLpTvl557oJaNq6OzbHHpSfDQwMLk0cPxCHEX92RO9pPiA1pgbOQ4sWHbAkOOWsgbGBQVVAlSbKorSt+OaZh/BGs1k4mLYDv738OF6pNxB7j5xy1jAwMLgUcTp3J1q/UwtPfj4QaZlJ6PbJc3jyw7bYlVXorGFgUHVQtfcoC/ag05cf4LVP22Jom3qo9fxXWB2T6yw0MDC4ZHH6IEY2+xbPvtUAo7s3x9NPv4up2/Y6Cw0MqhaqNlGePoopnX/GPTfdhLsfqIuec0NR7CwyMDC4lHEKq0a0x8M1bsFddz+BpiPW4ZizxMCgqqFqE6WA399dce///b949ZdBSCtwXjQwMLjkEbd6NJ6+5v+h1oftEHnopPOqgUHVQ5UmylMFGRjZ4APc9/C7WBiR5bxqYGBwqaP4RA7++eNn3HdnXYzZuMd51cCgaqIKE2UxoteMwouPPo2Wo9bDvBBiYFB9kB40D+8/9SS+7zYbeeZsnkEVR5UmyoOp0fAP2YGDBcaSDAyqE3IzdyMgKBTpeea9SYOqjyq/R2lgYGBgYHAxUeWJsqjoBAIDg7ByxQohK53/qskqIWtWr8bqlXp6DlkpdVfZ0KWO1NVsL4W6q1etsizzJHZ1Xe21KvMk/G1t64q22tVdQ12bv9PqlasQHx/v7GEGFxN5eXnYumUrVixfbvms3MkZOxP/WpW7E1e/pY+wKi9PztzTjm0LHdu2XRFd0Wa7utJGV9m3Ubv35W9sR5e/07q167BvX4azh50fVHmizM7OxltvvIkaN9+CZ558Ck/XrKUsTz1RC0888hiefLymZbk7qfX4E3j8kUelbu1aT1rWsZLatWrhySdqSt2nxL9WdcoT3qfWY4/j8YeFrkW5O5H3FW2u+ehjluXlCe/J7yjvqdteIbK9/K5lylSEv/ETjz5uS7em0Ksp7m1VVp7wN3q65pO4/qpr0K1rN2cPM7iY2LFzJx6+/0Hcf9fdqK1p37Qzad+a/Zbi6Ht6tuISh194wtmf1MRhZ8KnPPyI9EtWdcqT0rZtxy/Ueoz3fdSy3JNIOxOi4wNdwmdD+7Yq8yTUY7utysoTtpHP9Mbrr8e8ef84e9j5QZUnyqysLNR95ln0+KM7MjMykJ6eriyJuxOxeMlyhIdvtyx3J7ExsVi4aCmionZhn0V5ecK6kZFRWCR0OWuxqlOeUDc0LBxLl65AclKyZZ3yhLp+fgFYuXIN0vfutaxjJdTbsX0HFi9eit27d1vWKU+oGxQUjKXLViBJs70UX18/2d601DTLcneyadMWrFu/0bKsPGF70/em4/133kWrFi2dPczgYmL9+vW49467sGzJEsfz0ZCdOyOxaPEybTujhIaEYomwsz1JSZbl5Ul8XJz0C7ts+gXqJsQnWNYpT6gb5vQLKcl2/IK/tLO9Gn7BJZs3b5V2pvts6IPWrFmHrVu9rcvdSGpqKlasWC39mVV5ecI2hoeFiYHTE5g+dZqzh50fVHmi9BI/9D133IlmTZo6r6jj9OnTCAwOw+HDOc4r6jh+/Dj8A4Jx5OhR5xV15B85goDAEJw4of9uWNahwwgSbbaD1DTRUSIccXF1kJOTi4CgEJwq1g/nkLn/AIJDw52f9JAiCDJiu357ibj43YjaFeP8pIdvvvwKrVu2cn4yuFhgf2vRtBluuPoarF+73nlVHbl5+Q47O2nDzrIOIihEv99yK8hf3PPoUf3wCEeOHJU+xVZ7Dx6qgF/Ya9/OEhKxKzrW+UkPOyN3YXdikvOTHsLCdwhi3+f8pI5Dhw7h+bp1MWPadOeV84MqTZQnT51E+3btcc0VV4pp/KNiVKXXUY4dK4C3jx/27ct0XlFHbm4utnr5ih/+sPOKOmiEXt7bJGHqIk3MeHy3+QuDLHJeUcfu3Xuk4+AAQQf7BdmxvUdtDApSUlJFewPEwEK/vSS7QNFeZonRxY6dUcKYtmsH0OZv8+VnnxmirAKIi4tH3drP4pp/X4HmYiB84oTeS2AHDmQ57Cw/33lFHWmCPHx8/VEoBsQ6kHuq3vb9An0KCVMXe9P3yfbq/kZEwu5E6ReKbQyESXa0M13QzkLEAHqXjcHsSTGQ8PcPlv5MF5xVPvfss5cXUcbGxuH5OnVx+y23Shk8cJCzRA2GKNVgiNLgYmDc2PFnbPvZp2rLLQAdGKJUgyHKiqNKE+X4cRNw6w034t4778LN192A9955F/sPHHCWeoYhSjUYojSobHCJ7L/vf4gbrrnWYd/X34jBAwY6S9VgiFINhigrjipLlIezs/H2G2/itptvxWMPPYwH77sfNwmynDF9hrOGZxiiVIMhSoPKxrKlS+VJdp6opH3feuNNeOm5F5Eq+pMqDFGqwRBlxVFlifKfefPxxWefY9rfU/Haf15Bh/Yd8EfX7mjwe30cPqzWSQ1RqsEQpUFlgv2sRfMWaNe2HebNnYdnn66Nnj164vtvv8dc8Vm1/xqiVIMhyoqjShIlHSeDDKSkpKCwsACvCqKcOHGSLAvwDxAGorb8aohSDYYoDSoTtA++ssATpLt2Rct3Gvm6BrdVQkJEfzip1h8MUarBEGXFUSWJsvQDPSw65H9efAkjhg1zXnE8BBUYolSDIUqDykTp/hkWGiZfEvfe6uW8om7fhijVYIiy4qgCRHkah+P9MGPscEycsxZp2Wc7XBdRjhw+3HlFHYYo1WCI0uBC4eje7Zg/eSTG/L0Y8Rnn9i8rolTF5USU6ekZ0s4qmygjo6IRHqF3GpkwRHmekRG1ET3atsfQsZPxV7uWaPXnNKQfK3mgx44ew2uvvIpx48Y7r6jDEKUaDFEaXAjkpARjQKf26Dt8IoZ0b49GbYcj7vDZxBQZGSmXXgMDAp1X1HE5EeWhQ9kIDdOf2REVIcrdiXsQG5fg/KQOQ5TnFcexYmQXNPxrieNj/na0adAMcwNLIjJs2bwVjz30KFq3ai06mB7xGKJUgyFKg/OP0wicMwA/tp2AAvk5Hb1bNMbI1SWO81hBAUYOH4n777oHc+fMcV5Vx+VClIWFhZgzew7aiQnFhg0bnFfVYZcoMzIyMXjQEPzZoycid0Y6r6rBEOV5RTF8Zg/A97/9Ad/tsYgOWYNGPzTA+DVxstRrqxeervUUbrv5Ftx9++3o1LETijSWHkg2JEoSgS4Yuo5GyPBuusjOzhH33YaCgkLnFXXsE52TxGNn9LdnTzICg0Kdn9Rx8OAh2V6G7dMFHc42P9HeU/rtTRCGEGSjvURk1C5bS0LEV198YYiyEhC1fjK++74l1gTsQmzUNnT6vT56z3DMHGkbXTp1lsEG7hDCYN9rVq+RZaogWdFGCwTh6oLZJXx9A3BSc5B27NgxcU9f235BtlcQnw769e0nfqcauPGaa/HQ/Q9gwfz5zhI1JO5J0vYLfLOg3k8/4+brb8D1V12N1/7zKnZFRTlL1RAaFoGYGIcv10VAQIj0Z7o4sH8/nq9Tp/otvRblJGP6wD/RqlNvDGjTEG+/9S0WhjmI7RfxoK6/+ho8eN99uOPWGrj/nnuwZPFSOdJJTk5xK0lCOJLyEiM4bkgni5mPVT1LEXVjY+OxZasPdsXEautGR8fKkSNnTLq6nCnRmBITk+R3sKxnJUI3THRMjpKpp6wr9KJ2Rcv28vfSvSdjSDrau0dLl3VDRHs5KEhKUm8v61ECg0LgHxB05lrZelbCmJepqWn47/sfoG2btrKPGVw4FB/LwrKxA9GibQ8M6doGH7z2P4xZ63CcXHJ9+IEH5SD4wXvvkyTwy8+/yH7E52T1/M4S0fc4W3HYWQKSUizqlCdCdyftzGubnLUkq+oKPd6L94wWBMDPlvWsRNSNFr6EPkXFL7BP8wCPv58/XqjzHG654UY8dN/90h++89bb2BUdI2OhWumeJeI+9AtcpUpOTvVsK6J+urjvrJmzZCCIO2vchvvvvkc+n3at28o2qbSdss0vUMandX22qltWWC8xKVn6MSaz8HQvl1CPv0doaJjMQjNL4317FVSBwzxEEXIPZsJ//hA0atEbu7IdQYN/+eknmRLpgXvulUR53113Y/z4iTLwNx+CO/HzD5ROeMsWb/iIWaWff5BlPSthXV/xoDZTV/yrq+vj6yd1eX8dXX9RlzPgLVu9xWfqWtezEuqSsGiI/Kyq62iv47s62mtdz0qoy/ba0w202V6H0FlRXNfK1rOSoOBQBAt587XX0aFtO9nHDC40TiI/+wAi109Bk4Yd4J2UJ6+SKB998GHUuOnmM0T59RdfYptw6Jz9WD2/0nJ2v6WNWtezkjP9lnam0W+px3tVll8IFUSxZMkyPPdMHRmhjITFAPKc3XH5l0ubVnqlRfoUDTtju7hSM3zocNxz+x1yts+kFDdeex0a/N5AlG2HnxigWum6xHUP3pM2ys/qvzH/FX5b6NI/qP/GAXIrZs3a9TL132xB9OcTF58oj+zFyoXTMHpAP3QQs8p/fOLP7Dtt3LARzB9IkrzrttvQuWMnZOfkyPVvrmO7E+57ce+CS4rc9ysuPmVZz0qoy6UHPmTug3AZ1KqelbAuM2pweYb7nLq6nPHQCLm/ynZY1bMS6saLkarMTnDihGUdK6Ee93Ble/PytO+5R4z+6Dy4JGVVpzzhfWLErJ17J1wit6rjTnbsiBQj5e3i/3rflRldPv/0U7QxS68XHkWHsHXVHIwZPEDYbg9MWhWOIqdxM/tGh/YdhSOuIWctTzz8KFYuX65k2xQ+y4yM/XLFiEuaOv2WdZOTHXbGfXlVXdbjvegXsmz4BddZgNzcPCVd1iksPI6+f/WVS6+33nATHn/oYcybM0cuGav+jbi4BGFn6n6Bz2Dfvn34+YcfcbMg6FvEfV9/5TVEhIcrPx/eKzgkXAyIdmk/G+7JkiDpz3R02Tam6Kr7zDPVb+kVx3PgtWo+ps1agODYs9OqFBefltnPmbC0ZfMWyBPEowPug3iLURwNShdy014YxOHD2c4r6uCen5cgaDspuri0QeKxcww80XmYRxeuQxEkO10wVZavGM2dKNJvb1zCbjl7OH1af3+Ty+nh4fb2KM1hnkpC8TGEbF6Ov6fNgc/2JJTdDczOycWYUaPlEp+dGYDr0JzuIT9irxg8kyiPax6ay88/ImdztvzCIcfgWzdFV15evlwK7diuA7Zs3iJJQQfcUuFWhS4y9mVg6JCh6PVnb7kCoAvuUdo5zMP0axzwc/tJFxmC4C+bgAOlwdHFq//5D8aNHeu8og5z6lUN5tSrwcVC9K5o1HzscQSZ10Pc4rCYyQbbzEdZkddDEhL3yP1YXdDOzKnXSoQJOKAOQ5SeYYiyaiE8LLzKBRw4ePCgmM0k4qjFCstFCzggZnfci9OdTRIVIUpHwAH9pM+GKCsZhijVYYjSMwxRVi1Utcg8XNr87ONP8MYrr+LXn+shMvLsVyIuFlGaEHZqMERpiNIjDFF6hiHKqoWqRJQ8CPLe2+/g2iuukqdMr/p//0bzZi3Peh/aEKUaDFFWMgxRqsMQpWcYoqxaqEpEGeAfiLtvvwN33Xa7fGfxpuuux9tvvoXMzJLDgIYo1WCIspJhiFIdhig9wxBl1UJVIkra+ldffImr/vVv3HL9DbjuqqvRrWu3s2zREKUaDFFWMgxRqsMQpWcYoqxaqGp7lHxXkKHbGA2na+cuwnec/cqaIUo1GKI87ziFlIjNGD2oDwYOn4SQ+AzndQcqQpR8tYQnxTIy9WO9GqJUgyFKA3c4EBeIycP6od+g0fCKSEJZV+069erj5e28og7aJvuenfcoyyNKoqDguLCJ/Zb90hClOhjhJyZW/9USQ5QW2BexGh2bt8eclV5YMWkgmjTviaC0kmPZFSFKdoxt2wJxyMbLwYYo1WCI0qA85Cb6oWer1pi0YCPWzxuP5g3bYV30QWepAzt3Rsr3KO2k2aJtkjzs9B93ROkOhijVESGIkkFFdGGI0gJJ3tPw83dNsDl2P3JiNqFb207YlOCIB0nYJUrOJv+e8je+++ZbDBowUIae0oEhSjUYojQoD4eiVqLRN/WwICAVeekR6NuuDRaGlCxlHjhwAD3+6IG7b78Tw4YOlTariri4OHTt0hU//fATNmzcrN3nDVGqwS5R+nh7o8Fv9dGiWQuEhekFSjBEaYVjKRje5id89dmPqPfF1+g2cQ1Kv+brIsrRI0c6r6hhzJixMuAygy1fd+VVwiC7ywegCi7nbBXkoUuwBMNbcW/U6oVlT5DpfwTx6LTVBYZ8okHogns9Mi2YhqNygQ5Hvghtg+xowBVJsxVh40VowqTZqiScPozZfzXD5x99g9++/BotB87GQWc34UC0Uf2GMtg2T5ky4cHMGTMdhR6wLyMDH/33f/KwDU+mcul28+ZNzlI1MEMG7UyXeI6JwSTDU9r1CxyQ8uyELhhwwO7smcmX7aTfIxhwgBmCdBAeHoE6Tz0t03NdK3zv22+8hZTkFGepZ3DQYzfNVqboG89VvzRbpxG9ZQ669hqF8J2RWDFpAOrV7wGvuJKlUhLlay//B3907SZTrjD9Fde9yxOOQhjh/oXnnhdEeRMeeeBB3H7zLXih7nNiNOeDRPHjW+mVFt6DLxozgv32HZEe71laWHf7jp1Sl6MxHV0GL2ZKHI46uQmuq0vSIUEzB5wUi3plhfdgOhu2N1LznqzLDXsGVGcKoZgYPV3Gn3S1V/m+zu8mswwIRyf1FL9rQkIi4hN24/133kV7k2brgiMtfBX++KM/toVHYus/Y/Hbr+2xJDhdlvHQDLOG3FmjhvyXhPft19/IINp8TlbPj0L7nTJ5isxjSXLlaxwcDDdv2kz2A9qBlV5pYZ8JDY3AFuEPdkWp93nWi4yMFrbije2CPJT7rBDWpS+RdmbLL2y35RdYl1lzmLlE6inaCoX1Xdk7VHQZxHy3GKy3atFSPk8+V2Y84YSlb59+wn+nWeqVFt6HvsTb20+2W97Xot45ItrGiYK/fwBq13oSsxQHXaq4yER5EqtHtcfPbcdBzmXyI9Hsu18wdn2iLCWYxePVl15GuzbtZMzB4JAwt8J1caZceev1N+XDYsBl/vvay69g/fpNcsnOSq+00PkHBAbJFF0BAcHys1U9K2Fddi6m0yER6OiGirpsOwmdI0AtXWfOORqTVXl5wnswr6Nsr5iN6n5XktWWLWxviGWd8oS6NF62V6a/sqjjTjgyJ0FblZUnPFwQJka7b7/xhkmzVQkIWzgA39XvhQy5KpqJng1+Qc+ZjhWPWOHcmKz51htvkg71hquvxQ/ffiefU5h4TmWfnUs4+Pz776mSJF0poPgqB/OLUo92YKVXWmS/Fc6fpKVjo6zHLBy0FdqMqh6FdTm4s+UXxHeirqO99AvW9ayE9+HMmT7Fjp1xpUnVzjj44PPp0K49br7uBrlScPutNeSgZkD/AYiKjrXUKy38boGinfyu9GeqvxO/204xiNmwcRNqPf5EdSNK4ECCP3o3a4yOnXqgV7tW6DloBvZklyyHuJZeR4xw7FHS5jg1L09cWL9uPZ57to4csT760MOYNXPmmWULK73SQuTk5kpnfPDQIfnZqp6VEAeyDsoOdiTfsUdpVc9KCCYfdez5OfZOrOpZCeHao+ReBK9Y1SsrROb+/TJn3dGj+u1lwlTm7mR7Ve9JIeQepTB8PhdlXdYTwsS7JL4z18rWsxCCmUq++Oxzs/RaCThyIBqjurRCmzZd0adzW3T5cwx2Zjj254qKTmD4sOF4TNgmU23Vrf0MvLZulWWE1fOjEHwdpEPbDnIQzAABH//3f4iOdr2GYK1XWoi0vXulnTGNFWFVr6wQ3KOkXzgkBvCEVT0rIWRWIaHrOrtgVc9KiLR0R7YT19kFq3pWQnCLg+Ss4xekiLqc/Uo7o56CLsHtmB+//1GmT7tXDGQ4w+SEh7DSKS3EiZMnZPaQ3aLdhFU9KyHS96ajbvV8PUQYVOZubF25EOu9gnC44Ow1eBdRjhoxwnlFHTu2b0f/vv2wUYwydDey5aa9mO3YTrMlDKKy02y5iFIXrvfRbKfZEg6Hjk8X8fElBqwLxyEDm2m2PjdEWVk4nr0X29YuweoN3sjIO/vgDPv4wgUL5fLc4kWLnFfVcOzoMaxYvgqDBw0541B1YD/NVr48zGPXL9Cn6KbZIlx7lHbOLsjDPMLOXGSiA87SOFPXBYmRGZ9mTJ+hfUiQA2ce5klM1D/Mc9mm2bJ76pVgPsug4DCZokYX5tSrGsypV4OKICoyCjUfewL+fv7OK+pgbkgOtOzYijn1qga7p16JqKhouaesC3Pq1QYqQpQmMo8aDFEaXCxUtcg8nmCIUg20M+4vmsg8lQRDlOowROkZhiirFgxRqsEQpRoMURqi9AhDlJ5hiLJqwRClGgxRqsEQpSFKjzBE6RmGKKsWDFGqwRClGgxRGqL0CEOUnmGIsmrBEKUaDFGqwRClIUqPMETpGYYoqxYMUarBEKUaqi1R7ovyxqj+vdGv30AMGjAAA0ZMR/ies0PY2SVKOm++uLpfGJQu+A4ko2Fk5+i/WmKIUg2GKKs3spPDMGlwX/TpOwCDBwxEv8ET4BN1dn5HQ5RqyMw8IINz2CE7Q5QVx0UnyoOpO7F8wRwsXLwSC8f2wUfvfY8Z/iU5KStClCfED75hw2Zk7tcnSkbmWbduI/Lz9I3QEKUaDFFWb+RnJWDN4nlYsGgZlk8fia/e+xxDVpztOC8kUToiY1n3kEuNKNPTM6QvI4nowhBlxVGlll4jloxE655TkHa05IG6iHL0qFHOK2qgEf3V6y+88+bbaNm8BfZoRHlgpA+GXXr7jTfR688/taNwuLKHHCvQzxLAzAgkHjsGwZd77WQJoAEz5J5OmiMX6HDsZw/ZY7KHXCZI9pmFlh2HIvLg2cTkIkpf0f90QbKSdlYmotSB/fvR+8/e+OrzL9C1c2cxmEtxlpSgJHuInp3xXhXOHqLpF5KTk6UPe0f4oz979BCzS72tpMrOHuICY9QyWLkuSLJ2s4fsF79NNcweUoKi/SHo2awp/glIc15xQBLlSy8J0ustO1pGRqbccyxPuMzKcE/MVcesArfccCOuueJKNKzfQHS4FEkKVnoUljFsUr0ff5Kpuah7/dXXomf3HqI8Q/5tK73Skpm5X0bR58iRcVD52aqelWSIutHRsdL4SUCevmtp4X22b4+UQcrZVlXdjIz9MkI/gyYnJ6dq35PRN9jeVM32si5jSLK9dFrq7XUIAyFzNuq6Vraelezfn4VMMXv+6MP/oV3rNs4eZnDBcSQBw9s1wdjVkc4LJWCuwpqPPo4lS5fLBOvsu1bPrqyw78XFJzjsLClZ9gGujFC/W+cuuP6qa4TtXoNrhe03EraflJQkBs+0/Qyhm4koMdMhaaWmqvdb1qPzpq1wlqZj26zLrCg6foGD/T3iu/368y/yezD4O78TB3n0Dyy30isttG/pF/z0/AKFdWlnnI1alZcnjntkyMDxJMsM8Xtb1bMS6joGMf4y24p6ezNkiMCdO3ai9lNPYeb0Gc4edn5QRYiyCBvH/YHWvWfgcJmJCWMGMs1WKzGi4siGTtmdcE9y3br1ePapp2V6Labhueu22/DcM3WwcOFiObKy0qMEB4djxoyZMtAyA/o+fP8DuE38jTdefQ1r166Hf2CwpV5p4XLO1q2+2LTZSxoiP1vVsxZH9g9mGKCudZ3yhQbMFEBWZeUL77lNtpf3tq5jLa7vare9zBBQEV1md7EqK0+Y1YX7znyeJntIZaEYYQuGoEm7oUizWHEMDwvHE488itGjxwinul25L8i+V8pWvGRapnAsX74Szzz5lLRb2q/LjufN/QchoRGyritrjZ2+V6Lnq2Xbrvay3zra4F7X8X3CMFe0+6maT+KOW2vI73GrGLw/+XhN8T1XufVlpaX0fa3K3cnmLbRRH8sytyLuRfvcLO5rWe5OhC5/Y7bbstxC+N34e61auVoMvB7D7JnVLHsIcXDXRtT/pTmWRzoydZQGZ5SvvPgShgweLPfteJKVCZHLEy4f5uTk4sfvvpeJQ0l6/JcZBhgImVkurPQo/Pu7d++WxHyDmI0y8r2cjf7eQC61MNOAlV5p4bIKR0R8cFlihMPPVvWshHU5gqQRcY/U03ctLQUFhYgRM0OO4hh0WVWX9+RskIZ/6JBor8Y9qct9BI7+cvPy9HRF3V1i9syBDZNkK7dX1KNw0MS0Pq5rZetZCRNTc+ns808+RZtWrZ09zOBC4lh6GFo3aIQpW60Dl7uWXjes3yADlFs9Nyth3+NJUIedHZR9gLbNPvz7r79JuyW5XHfl1fjg3ffELC4ZRSccf5+6iXuSHHYmfIVO33OcP/DFPjHT4d+xqmclrMt9Rh2/wO/DGdXH//sI111xlcyWwpnld19/K2eT7nyZS3gfpieknen4BQrr0s44wNDV43mHoOAQeZZAV5cxfP38ghAbF6+ly9+DW2x1n3mmOi69FmL9tEHoMXYZrFbuXXuUo0aOdF5RQ0R4BD768L948J57pf7GDRudJZ6xauUqSc7Mk/fpR5/IUa8OuHdCg+DD0wWXjUk8tvYoE5Ns7UW4DkUUFOrvqabK7CGBttobn5Do3KPUPZLjOGTApVs74N6V2aOsDBQjZNkEdOo/DVnlvNVwZo9SkI8uXFl6yh5CCw4KwnvvvCtnYK//51Vh+xucJSVIT3dkD9F93YL3IlHa2aOkX+Asic5fB2vXrcObr70hs6x8+N4HCAkOdpaooaJ7lHbtjId5uJWkCx464h4lBzO6yMzIqK57lCfFCCIHBSetnWVFTr2mpaVj8qS/sWOH/mZ0bEwMJkyYbGtD2THqNKdePcGceq3uKMaxIzk4crz853uhTr1yLzooKBhpYiBnhUvt1OuOHZGYMmmK3IvThTn1WnFUmcM85aEiRMnXQ4KCwmx1ai7TMYVPnnk9xC0MURpUBBfy9RB3uNSIkgcJebDGDgxRVhzVmii5xMGNXp6K0oWJzKMGQ5QGFUF1IkrutS9cuAijRoxEbMy5S44VIUoTmUcNhigNUXqEIUrPMERZtVBdiDJPtKFDuw6ocdPNuPbKq/D6f15BQECgs9QBQ5RqMERpA4Yo1WGI0jMMUVYtVBei3Lx5K267+VZ50paHbnjS/o+u3c6yRUOUajBEaQOGKNVhiNIzDFFWLVQXotywYaN8d/OuGrfhnjvulK+XMSpQsSFK5xV1GKK0AUOU6jBE6RmGKKsWqgtRMjBKw/qNUOPGm2VELwY8KfudDFGqwRClWzheEzl27OyOa4hSHYYoPcMQ5cWA8zWRowXnPK/qdJiHZDZr5kyMHDlaOPpA0decBU4YolSDIcpyUHggGtMG90DLBq0wcb4XSr+mf7GIklEsAgKDJWHqgjrU5f11YYhSDYYoLw2cyE/FwrH90Lp+MwybvAKHy/j56kSUnmCIUg2GKC1wMj8N4/t2R9/R/wjnF4PUjCyU7goXiyj3Z+7H4sVLZefWBYMULFu+EgWGKN3CEGU1R2E2/hnVF936T0Fo+C4k781EYRlfXRWJkq95pAs7LLIgJUOUajBEeZ6R5D0V333xO/5esB5rNmxF0v6zO72LKHXTbBEkG29fPzDpqQ5CQ0Lx/bffoW7tZ2TcSMZ/VcWqFatkdornn60rT70d1gx1xdiOJB52Fl0whB0NQhc04Iqm2bJDdgkJFUmzZT+0lglhVzk4FLUSv3/xA4ZPX4116zciJvXcWM4uovT1sR/CrmyaLRXIDBW+56bZ8vcPwHdff4M3X31NprZiiqvS4GCS97ST0J1h72R7C/QH0Ey/R6K0Y2cMYRcUXPlpthgj1lYIO0GyjE1r0myVQuD8/vjvu19h2IhR6Ne5FRq17o/w1JIRF4nylZdeRo8/usuZD1NBJSWleBTWc6W14agoWcx8rOqVFgYt3r59O/77/ge47qqrcfstt+LaK65Cy2bNxUPbI0nBSo9CgvMSo+KXnn9BpsLh+1Q3Xnsd+vbpK4OxJ6ekWeqVlhRRhzMlGtPu3UlKbXYJdTnyI8kysLrq70S9SPH7MLtAXFyCsh6F7dsujOhMezV1OeKk8dMgdJ4rhQMCZgNxXStbz0oY0jAlNU3Gy2zXpq2zhxlcKMRvnYxP3v4IfQaNxOBeHfF7o67YGn32Cg2Jktke5v+zQA5orZ6blbD/RO2KdvTbeNFvNWxF9tsdkXJmyNkW017R9iO278DH//1IBlS/+brrcYOw4xbNWoj+mST7DvtZrLAR3pMB/Wk7Vn/fSrjyQp0zdqbRXvZZl1/gYFi1v1OkXwiLkH6Bn3V0HXYWLO1MV48+iANoDoT5WVWf9RwB6/1ku3V+J64chohJztO1nsSsGdUszZbPzAFo3G0q5AJIcQp6/f4rBs4vCdXkSrPVRswAduxkXrVAmVvNswRKJ8x0LfzRVfTCwndg5oyZuOu226UwqDLJkmmZmLqLIaSs9CgRwvCGDBmKW66/UR4PZ3ovnn776rPPxcjVTzp2K73SwhRQnNmxzezY6t+VInSFIdEQrcutxXFPRzod/l6696Tx2m0vg0szDY++boAYAPlIcXxW0w0QRhsUFII3X3vdpNmqBOxaNxG/NR+MTLnil4dxbRui0+gNZy2XM+FAzUcexbhx4xAuBl2OvqAiwr6lrXjZ7rdMScdtDl7jvadPnyGzDVFovxzsMhMFU+xxUCfvecan+EvbOfdvW0uJnTnuqaPL+9IvMG2VPTtz+AX139Ylgdgq9LZs9bUocyeO9vGenKjotpf/8r5bRbtVdfndmKZtzZq1qPXo45g9c5azh50fXHSiTAlYiCaNO2NzwiEcTvBF2wZNMMO7JGq8a+l1+LBhMos+9w24pOpRRD3GaWXn3CtGgyp6/Puc/f33gw9ldA2+PMzRZVsx++DyDmPHWulRThUXy9londrPSN0aN92EmwVpjhs7Xu7fcW/BSq+0sA6zcdAIjxw9qv5dhVCXe34kZKYrsqpjJdTjMpS3t5/cf9G5J+tyNshOevSYXntZlwmjuUfJ9DhaukI4aOKIU35W1HU8gxP4QgxeTJqtC4/DMZvRumErLAzdh8PpUejdvBGGLok4iyhdS69bNm912LfFc7MU8SwzuYojnGl2dq523+MMT9rZkSPyM+/NgOOffvyJY0Z5/Q3Sjju27ygP9nErhPWys7PlgJSxV1Vs2iWsyxUxEgeXbXV1OTNke9kWne9KXc6COTPU8QtShC5nsuHh28X/LcrLE6HHe3FiwaVbnfayLrMYcY+S2YV0dPmMUlNTq+mp1+Kj2DxzBJo3/B3NG7fF2LmbkFNqGd5FlKNGjnBeUQfzR5IomeVbB+Hh4fjq8y9R+8mn5B5lfHyCs8Qzli1bhnffehvPPPk0unTughzNvQxXdu/K3KN0HYoosLF34kizde5ejwpoCAw8r3v4iOByuv09ys/NHmVl4PQJhK6YitaNfkOThi0weOIyZBScvcd2Zo/S28d5RR3lpdlSAQfEJB464tLw8/PDZx9/iheffxGNGzZCatrZ2UdIrFyyJWHqggeASJR2TsMz/R7ba3ePknZmBxcrzRaJkv5MF9U4zZbA6SJkJMVgd3I6ynaDi3XqleTBbOn8VxdJSclYuXK1NCpdmFOvajCnXi8VFCMrLR7xu5Nx3OLQZVU89ZqXf0QOrrn6UBYVOfVKYqc/skOU5tSrGkxknkomSi61Ot6jzHNeUQd1eGrLzuk2Q5RqMERZPVAVidIdKkKUR44ek+Rx4qR+fzdEqQZDlCYyj0cYovQMQ5RVC5cLUZLgFsxfgHo//Yzx48bLv6MDQ5QO8LmNGTMWfXr3QbDFcrIhSkOUHmGI0jMMUVYtXC5EOWf2HDx03wO47sqrcdO116N923ZaWzOGKIHMzP348bsf5et3PHD17NO1sWXzFmepA4YoDVF6hCFKzzBEWbVwORAlDxX++suv8t1svnLG104ee/hhRO/a5azhGYYogS1btuLeO++Rr+zx9Z2r/vUvdO7Y2VnqgCFKQ5QeYYjSMwxRVi1cDkRJ22jUoCGu/veVwtHfhRuvuQ61az0l+r/6aXpDlICv7zbcd9c98tUdvqt+1b+uQM/uPZ2lDhiiNETpEYYoPcMQZdXC5bL0umb1atR5+hmZr/LBe+/HoIGDcdziVG15MEQJ5OTkonmzZjIgxJ3id3zztTdk/ymNak2UJ44XICf7sOh8h5B1OA/HT5Y8UEOU6jBE6RmGKCsXJ4sKkZvjsO0Dh3JxrOjsZ325ECX73bZtfvizR09s2rhZm/AMUTqQI/zyiuUrMHfOXFGe6LxagipHlEX5+xHiswUbN27CBiG+/oGIT8uC9mvneSkY17cDGjZsgU5tWqP1X38jIr0kyPHFIkoGCA8MChWGoW+E1AkMDkWBnSDjhiiVYIjywuLIgUT4b90sbdvLZxsiIuNw4Kimoy06hHmje6L+703RWdh2iz9Gwivu7AAcF4sosw4eQnAIX9XQ81h2iZLgwJl+4aSN10P2Hzgo22sHDArCEJt2cDGIkmA40dTUvc5P6qhyRHk4ahU+r/sQatx6Fx6+/0E8dO+9ePI/P2J+YKqW8zqV5o+G336HIXO8EB25E7vik5FTKnrHxSLK6F3RmDhhEspmD1BBWFgYpkyZKg1ZF5cjURZXgCjtwBClZ+xeOwgvP3grbr/9HmHf9+ORh57Aez92xrod+5w1FJATh86/f4+uY1dK246K2Y2DR86eEZUQpbfzijrsEiUHZpvEAGDWzNna0agqQpQMOMBVKoah08X2iB2YNGmyjNylCx8fX8yeNdtWNKGLQZR8nv/8Mx8BAUHOK+qoekS5fTHefOB6PPZuK4RGxeLvdp/jyv/zbzTov9gR4FwRxfuC0PTrr9C23wys9wlHbpkQVy6itJNmizFESZSZggh0sHjRYnHPl/HoAw/h4/99JCPSq4AGOH7sePGg6uKxhx/B9998i3hBBjrY50yzZWeWxaj7nAXrgkvFjF9pJ81WahrTbNlrbwLTbNlN/xPJ0Fr20v+YNFueEbvsTzxy7VV459cBCNi2FVN6NMZj4vPTH7REaKbioCgvHj1+/xb1u4zFqs1B2J97rmdwEaWdNFtcziVR6qTZYjCQ9m3b48nHn8ATjzyKrp27aOmT5HhP7pfpgin3qKtLzqtXrcFr/3kFjzzwoMx84+/v7yzxjFmz5siUf4899DB+/O57xMfFOUvUEBUVIwPG20FoWASiY/RC2DGq2W/1fkUt8XxefuFFzJs711mihiqXZuvwjqX44InbUfvtnzFrxky0/ug5PFr3C/wTmO6soYbTR9Oxev7fGDlsOHq0aIiWHUci/nCJIZIomWarW5ducrbFFDWxcfEehSfKGKeQke85IuJnq3qlJSk5FX7C6fN+N1xzrdw05pHun3/4Uab02Z2YZKlHYSqcpUuX4fGHH5bvSTH7CHW7dOosZ3oJCbst9UoLSZWdi8YUHR2j1GaXxIu/T9LhwCA2Nk75d+I9mV6Ikf6jxO+lc0/WLWlvrPI9KdRl/Em2N0ajvaxH8fMLlDNv17Wy9ayEMS/5HN5/+x2TZssDYpf3Qs2bbkTDQaudVw5jbJP3cdWVD6L3QkXHWXQY3itmSdvu06EZGjXrjdBSKfQISZSCsOaIGQ8HXQyUb/XsygrjL0eIWRaz3nDW46nfspwpm8aPHYfbbroFt954k3zN4O7b7sDfk/+WaZriLPRKC/8G78XMFjt2RErbsapnJQ472yntLDJql2y/Vb3SwoFvaFi4JEf6Eh4Euu6Kq/DVF19i585ImZDASo/C77ph/UbUqf2s9GU8/MK0YY0aNJJ7lhQrvdJCu/IXszoOhB12Z12vrEh7FDZN+6S+Q9f996X/YmxXJiu46drr5LNhe+s+8yw2btwsU6FZ6Z0R0W+Yoov5RJ+qWQszq0qarUOCKD96+h7c+9CT+ODNd/DWkzXx6FMfYOBMHxzRmFyctUiY6YfGP/yOGQEZzgsOomSaLTq2KDGNJxlw1uRJWI9h5Fxpp1T0duzchXnzFuC+u+6WHYsjuNuEQb3z1tvi73gjTBimlR6FBjR65CjcekNJmq1br79RjuIYCo+EYqVXWthGzibZZi6hqn5XSlBwmNzsp65VeXnCezCVDdP/sJ1696Qu2+stPgfL/RerelZCXZIkU2WRMHXuSyE5M00X891ZlVsJ0/Bw0PT262+YNFse4CLK3/otPbNCtGF4c1z//70VzUdvdl5xj7N2AI7Ho8tv9TBkxdkzjPAwRz7KSRMnYacYqFk9Nythf2GeRPY92rmn/sP9PT77tnTE112PB+65Fw8K4asGnTt2AgN/04asdF3Ce9BGaGNMk6XTZx3tDXTatpqdcV9x8aIl8lUSEscjDz4k/UvNx57A6jXrBfFGWupRuDUxdcrf0g+RYB958EGZH/e9t99FsLg3bcFKr7SwjUzvRTujjVrVcSdcZqa+yndlkufg4HB88N778pnwfdO7b78dD4l//54yTQwMoiz1SgtzjHJwUEv8Ppy8nU9UaEb53iO34KXveiKtEMiL3oR37q2BW574Hv4p6ksLeRlx8Nm8EXExMfBbOB6NmvwB/9SS06KupdcRw4fLdW+e3FIVLpPQGTMpq1V5WeHfZ7aP33/5FVf/6wr5wG4RMnjQYLkBb6XjEuoyufN777yLq/8tdIUx3nHrbZg3Z65MwWWlYyXMasCRGJdBrcrdCRNVk2C5DGpVXp4w6TQ7NCOFWJW7k2Qx0iO5Fx7Xb69rj5Kn3KzK3cnOSKb/2aH121JOnSrGlyZ7iEeQKJ+48UY0GrrOceHYXvT79gVcdf3jGLku3nHNAwoPp8Bv83rsio5BxIZ5aNagLVZGnr1v71p69RKEx8z2Vs+sPHHtUfLwnFW5lfj6+IgZ7GO47sqr5EyLSX6DAgMt61oJ78V7cr/RqtyduE7D5+Urtlf8Hky317xJM1x/1TWS4K+98kp0bN9B+rbiYne/12lkZmbiow//i2uEP7rx2mtlftyxY8Zq+QdOADiIsCpzJ7wHByfco7QqL08mjJsg/O6N8rsy+s6H774v/He6mu8/XYz0vXur1h7lIblHeQMeeOlb/MPjukO7CcO6Ho++3R47D6jvdR1JDcfIni3RrFETNG35J5Zsi0Pps3Uuohw1Qj/NVkFBoSRK3TRbJLzmTZvLmWy/Pn21NsF37NiJX+vVw1uvvY6xo8fIA0U64DFwEqWdY+AVTbOls1fjgivNllWmBU+QabZ4mEd0cl2YwzwXFrFLe+Lx66/Am990xPRpM9Gt8U+454ob8N6PvZGYo7ZHeeLgbkwb2AHNGjdG06adMX1t+DnnF1xE6eOlf5jHRTw6oeDocFeuWIXPP/lU5p1dtXKVs0QNPGjCwzyHD+sfjLF7mIepvtq3aSf9UY8/eoi/c9BZ4hkR4RFy4P/aK69h6JCh2hmNSJR27czOYR4elhrYf6BMlv/T9z+IQYzegZ6MffuqFlHmRq9Hw3fr4JFHn0Ttmk/iqYcfxdtfNMfS0L2ar4gUo/BoNtKEw83MOZdgXURZ2adeeZSba+N2Xg+hAW/e7CWTl+rCvB6iBvN6yIVF/Lqx+G/dx1Dziafx5GOPos6zr6Fl1/GIStfpI6dRVJCHvXvTkH7oiOWzKjn1WrmvhyQlJ8NH+AZdVOTUK/0CifLIEX074yG/LcKn2Mn7yv1IbsvYgV2ipJ3ZPfVK9+UtfmOr9yQ9ocqdej19sgDZWRmChPZJkuMLvNnH9GcVnnCxiJKkwT0QO6fbmHGdurqzScIQpRoMUV5YFBUekScI6Xho3weyDum/I62Ai0WUPAlPW9EdzF4soszMPCD34eysvvCQYliYvVnhxSHK03IPNSXl7KTZKqhyRFlZuFhEaSLzqMEQpUFFcLGIkgP7yozMQ1SEKE1kHjUYojRE6RGGKD3DEGXVgiFKNRiiVIMhSkOUHmGI0jMMUVYtGKJUgyFKNRiiNETpEYYoPcMQZdWCIUo1GKJUgyFKQ5QeYYjSMwxRVi0YolSDIUo1XBZEWVx0DPnHis5yfoYo1WGI0jMMUV4knCpE3tHjZ70jTRiiVIMhSjVUe6I8vjcE3Rv8jr/mBF/yRMloGkEhYSiy0al5Px6NtoNLjSgZ23Pnzl3OT3pISNgjY8TqwhBl5eN0djyGt2mIdqPWo+wLU4Yo1XCxiDJB+BTGUtWFIcoLgOK83VjQryXeqPsaWo7Zetb7WhUhSkbpr2yiZEdevWo1+vzVF3GajpxRM/6Z9w+GDx2O/Qf0Mp4QF5MoizSJkjPmBQsWYcjgwUjRTGWWn38EkyZOwZjRY3Do4CHnVTUYoqxkFGVg3dhu+PD5l/FTzwXIK+OrzwdRHjlyiRClMzLPxSJKXb9AfzRl0mSMHj1WkrwOKkSUpwxRnouC/Vg1eSimL1yPmUN74M+/t1gSpZ0QdkyzxegbmZl6IewIjlK3CiNkahxVMD4rQ949+uBDMqj6e2+9gx07djhL3SPr4EH89suvuPfOu2VQ9e+++VaGrtIBQ9jxpWRd0AiYZks3/Q/BrCkyzZYYBaqCJNmvbz8Z+Phe8V3ffuMtBAcFO0vdgxnOmzdrjvvvvkfo3oUfv/tBOhEdmFivlYST+fCZNwoTZq7AookD0GnYIuSV8dUuovTx9nFeUQdDwjkGePqhF/futUc8JA/e004gkkOHs4Wur1zp0gUH+2yvnW0KZs1hUHMd8Pu1atFK2iezKNEfMeaqDpgIYle0XpotgjFuAwKCpT/TRUZGRnUkyqPYNOlPNGo+CFEJcZj2V1PU7zkD6fklneHw4cN49aWX0aljJznC4Jo596c8CesxaDaj9TN6PVPbWNWzEuryITOFD0dFTNdlVa+0xCUkYu6ceTIrAYMPk+wYyJidjVlPKFZ6vBf36kYMHyFT/9x28y2SZBkUuF+//oiL2610f9ZhShsaMT+r/k7UCw4JwxbxXbkXoapHoS5HqvyNmUJIRZepihYtWiwDUzPgvPydrr4GP//0M6Jj4mSqLys9Cn8nJq8lScoUScKAmZKH2R9Y5ul3YiowjnDffetttDdpti4wTiJs8QjU/60bAqMSsGJsJ/zYdjhis86ewYWHhcs0W9OmTpexf62em5Wc6bei7zHqjE6/ZV0SB2d3qv2Wwnq0Ed6T/sFTfystrEtfQl0GGdfVZWYTtpcZMnS+K3XP+AUFXZbTlqb+PVXaGf0RUwbSH9FmmC4rUuFv8F8vbz/4ikE0P6u2mfX4Hb3Ed/X3D1LWo7BtXl4+eOqJmlUne8h5QXEe1kz6Cw0atEL3ju3w5buv4j8f1MPa0BRnBceMksGASZSunG6qQgNi7jgahVW5OwkJEZ1akAeN0aq8rMTEJmDi+IkytRYdOGdLdOL1fqony5ntoqyOS2LEA+77V1+ZBuf+e+6RHZRk2/OPnpI82Ams9MoKczS6jF9HOJCQxi+cgFW5O2GKI6bKClfUjY6Nw4wZs/HQfQ/IAQF/J2Zx+Oi/H8n9SnffNSY2HsOGDZe/L0e6TCHErAiNGzaWZZ5+JxodiVgSpUmzdYFRhIAFw9Gwfgv80bkTfvr4bTz3+meYu2nXWWcQXGm2SJSxwg6snlt5cqbfhkZYlrsT1wAvTAymrcrLExIk9ZgZw6rcndCXMJ0d/4ZVuTtxtZcka1XuTphGj0RpVVZWSFK0pZEjR0uCdKUMZG7IX3/+Rfoj1rHSLSvc9uK2jFWZO+F3pB8jUVqVlydsG7PQPFWzJmZXK6I8XYyi4wXIyz+Co4eTMbbjr2jw1z/IP1liSmeWXkeOdF5RB5dC+bB0s4cQTIXDznVYI3MIl3i/+fIbmWaLpPfw/Q9ixYqVzlL3iI2JxVuvv4Gr//VvXHvFlXj5+ZewI0LvUE9FsocwzVZFll51lrCYyozLzJxJ3nD1tXjw3vuxcMEiZ6l7JCUlid/pTZnIlvLs088gNERvufnLz78wS68XHKdxoqhQ7icfzTmABQNb4Lu2Y5Fx7Oy114osvbpOl9vZW5fp7Hz1s964ll51Mgq54Fh6Fe21kaUnfV+GXHrlQRddOJZe9WyE6fM4oKQvop3VfvIp+PvpBVbngMDO0itT53EAbmfpNZNLr3XqVOfXQ04idNNKLPeNt0yzdamcek1JTUXnjp0FYX6NFctXaJ18ZdbyZk2a4acffhSdMsB5VR2X0qlX+Tt16IQfvv0ey5ct19p72b59u8zR98vP9bBV8xCIOcxzcRAbsAHzN0SgbH4gc+pVDRfj1GtkVBRaNGuOn3/4CV5e+nZmTr1WIi41oiRyc/Pkcoed0R9nv0GaG+8uXEpESTA7AJdZ7MC1d6sLQ5RVC4Yo1XCxXg/hmQJuWejCEGUl41IkSi6x+Ajy4PuUumDeOT//QFsGcakRJd/R4l6wHQOOioqReyW6MERZtWCIUg0Xiyh5CNGunRmirERcikTp2jsxkXncw0TmMTBEqYaLRZScTZrIPIYoy4UhSjUYojSoCAxRqsEQpRoMURqi9AhDlJ5hiLJqwRClGgxRqsEQpSFKjzBE6RmGKKsWDFGqwRClGgxRGqL0CEOUnmGIsmrBEKUaDFGqofoSZfEJ7E/ahW1bNsEvJAZ5hWc/TEOU6rgYRJmamgY//yDRXn0DNkRZzXG6GIfTExDotQne/jtw6Mi5fboiRJmVdUiSx+VAlAw4YPeVM0OUFcdFJ8rs3YEY0KkpOrVpjZb16qP94AXILEWWhijVcTGI8sCBg8IgIpyf9GCIsnqjIDMGY3q2QofWrdDu9wZo1mMSEnPPdvQVIUpGyQkKCrVFHpcaUfJ+DIFnB4YoK46LTpT5B9OFw0ySDi/Vew4+/7Y1vFJLQqlVhCgvRpotojyiJPlt3bIVo0eNwbKlyyxHwi6itLPE4iJKXbiI8tgxPQPm95k7d54gndZYvnyFHJjowEWUdgzYRZR2YIiyclCQdwCxsQngkC8/ZhO+/6oBFu48Oy2aXaJkGroJ4yegY4dOCAvTH6i5iPK45oD0fBDlUU2iZHaUOXPmoE2rNli/foO2b3ARpe4AmiBRWgUFYRs2bNggU92tW7PWMvxleURJ37ps2TKMEX5w2zY/59UScOBsiNISJ7Fj00K0b9YCw2ZsQl6pAWJ1mlH+M28eHnngQdx208246/Y70bdP33OWLM8QZQVmlGI857igCDszShrdhHHjcN9dd8vvw0DlzKOpY4wlRGl/RqkLM6OsfCQGrkH3Ni3x16glyCqztWKHKDP2ZeCHb75BjZtvxW1CXnnxZYRrkuWlMqMkaQwdPFTY152oIeyM8aOnTpmqNbgsIUp7M0oroiRBMiUgs4vcfdvtGDZkaJmVIesZJVMfdmzfEbffWgM1brxZpiRcVCbOM1P2GaK0RCGifRajb+d26DV8FlJKMSXTbDF7SIe27WSUCEbt5xKEiriyCzCrhlW5O2HHYqR/Bue1KncnzKXG+zJrCT8zsv22bQH45KOPZboakgs7/eMPP4IVK1bLzsh6jFLDfYgtW71l20v/TU8SIhwOCZaGaFXuTpiGh9/V1V5PErE9Eps3b8Vr/3nVkfHk7ntw8/U34IU6z2HTpq3CsByZEjyJr6+fJGirMk/iI3X1visNPjxiO95+/Q10aGeyh1QOTiE5bC2G9uyErn3HIvrA2QHBXWm2Jk2c5LRv62dHYR9nlJihQ4YJJ3ujzG5BW2Jw/ZbNW8iBEwNxW+mWFe6r27Ez+gXath2/QB1pZ+JvWJWXFQ4GmQT++WfrymxCTOHHJAIv1H1e2NkWWW6lV1oq4hconGiUttHtwvY3bdws23TjNQ7bpw947plnsXrNOvF8StrEe3Iw4vrM9i6Yv0CQ48PSX1D3uiuvxvvvvCf8o3+J3xDPhBmJ6DNduirCv79xw0Y89fgTmD1zlrOHnR9cdKI8VXqUk+6PRj/8hDlBGc4LDqJkPso/unRFcnKqXMqJjY1XEhoeHxZTQFmVuxOSFw2ChmlV7k5IjNTl3+Bnjox2iofIrBXsVExbU+PGmyRRMqh34p5kh25cgjR0tplR90v/TRWh0bNjM02OVXl5EiE6KNvL2KlW5WWF3yckJBRvv/mWTJHFVFns+DQeOhKGprPSKyskZhpSTEycZbk7oaNj1hKd78p8hwkJu/H+2++gnclHecFRXNq2j+5Gx9++w4jVZ88wXERJx5aUnGL53M6IsA9mwhg/brycSXIVQ5KH6IOdO3WWKxRMxWepW0ZkCj7amfARVuXlicsv0Matyt2Jyy+o2hn9go+PL15+/kU5wHaku7oWr4qJQ2CQmHG5/IYHsesXKAynyVPtrs+0fSZZf/Wl/5zxZWzbf154UZLd7sQkWY/3om1z0uDSTUxMxqqVq6Tfc8yOH5CZST756BPpH/m3WS86JlYmkg8ODjujqyK8NzOc1K5Zq5rloxRIi/bB1HGjsXb1akzr1wm/NOuFiMxz9yhH20izxT00H9FBuLSoCx4UoCHZyWR+2JlOp6Dw7HX7pUuWik7yKK654krccWsNDBo46JwlFJ5u4wjQzr7dHmE4uul0CFem+OPHy+Z2cI/p06bjwXvvE539Kjwg/p0wboKzRA0kVB7GsAM6G7sB1b/6/HOz9FoJOJgSjpnjRmLlypVYMKoP6v3WDlt25zhLHXAtvW4ThKCKQ4cO4dd6v8hE5zdccw3efuNNQXh6gbvT051pqzQPknF7gkuvdv0CfQrT/+lgxNDhMi8kc0I++sCDmDNrtrNEDYl7kmz5BYJ2RoIvi+nTpsll4Kv+9W/cc+ddmDhhorOkBBz0x5RJs8W9zT979pTPjrpPC1Jbs2aNs7QEAf4hSEpKdn5Sx/7MTDxfHdNs5aTvwozhf8nkrr0HjIF/4tlr/9Vpj5Lk5+Pjg4H9B2D50mWW+yOX0qlXfp+FCxaiRfMWWCUGOrqnV82p1+qNguwkLJwwCN07d0SP3kOwYWf6Oc/L7mGeAwcOYPzY8WjTuo2YjZzryD3hUtmjJOgL/vlnPlq3aoPNGzdpD6IvxKlX2uyGDRsxoN8ArFyx8hwbpp2Vd5iH33/unLkYOGAg/P3PzXFpTr26AZN1WsG8HqKOyiZKgrPRHZH66a4IQ5SXB+igy3tOFXk9hPYdFr4DJy6D10MOZ+fI/T87MK+HVBxVhijLgyFKdVwMojSReQwqgooQ5WUZmcfGoMAQZcVhiLIcGKJUgyFKg4rAEKUaTAg7NRiiNETpEYYoPcMQZdWCIUo1GKJUgyFKQ5QeYYjSMwxRVi0YolSDIUo1GKI0ROkRhig9wxBl1YIhSjUYolSDIUpDlB5hiNIzDFFWLRiiVIMhSjVUW6I8VZiHmBAfLF6wEJt8QpF9/GzXdykSJV8sZii6IzaIJyNzv+jUwSiyYRB2ifJAVpaMdKP7IjRBh8OXmdm5dWGIsprjVBGSosKwbOFCrN24DfuPnNunLzWiZCCSbf6BtgIOGKJUgyFKCxzeHYx+XTugZ4+eaP377+g6chmyT5a4v0uRKHPFqJOzLN2oH0RGRqYgj2DnJz3YJcqcXNFeP3vtzRSzUYa5sgNDlNUbx/bHYVTvrugmbLtTkwZo/dc0pBecPaC61IiSSQx8t/nJmaUuDFGqwRClBQqO5uDAIUenS/Gehe++aY7g/SWd10WUo0aMcF5RR0FBoSTKjIz9zivqkEssolNzdqiDhPgE9PijB77+4issXrRYa0mScS9bNWuOn3/4Eb4aIb1cSExMkgahA6bH+XvKVHz+6WcyYlBmpvqgIk8Q7IhhI/DZx5/IbALZ2WeHJ/MExl4lUeoSO+EiSjv48nNDlJWBosJ87M9y2E9ezAbU++JXrIm1TrPl4+XtvKIO1xYHZ3m62Ls3XRJP0Ql1+2RQlEXCpr/49FP80e0P7NmT5CxRA4Nz0KcwbZYuGNqS7T11Sn/lhvFxdf2CC3aJkiBRRpcJYacCEjqJkv5MFxn79lX3PcqT8Pr7LzTuOAppR0tGPi6iHD5smJzxcLRx4oSacKRJouS+n44e6x5yxmXkqFVF9+TJU0hJTcUn//sY1191jYz2z8wGC+cvlPru/gZ1Gavytf+8ghuELoMN1322DoKDQmSZ2v1PyoDQzFDAZVurOqXF8TdPYNKkSTILA9vLWJK///KbDETvvr0n5R4qw1fdesNNuOX6G3DzdTfgTzFz4HWV9lIY4J5ESR2rcnfCYPU0YKuy8sTVri/EoMAQZeUicvkY1G/aG7uyzl7edxHlls1bpH3zhfqyz81K+CwzM/dLoszJyVHWo1CXe+skHpKWp/7KcsqSxUvw8AMPyQQADE7+3VdfY19Ghkd9CuvsF76EPiUnN1dJxyWsm5KaJnyZvxzYWtUpT6gbJwbvAcKX0N6t6rgT14DUqsyd0AeRKBkr1qrcnRQWHpdbQUxgoPw7iXr0lWnCB9etvkRZjKgNs9CoeS+sLzPiJFEyzRZjOjKEE5f5uP+nIlz+3LLFWxiEn5Ye69KImBKH/6roMpTW8OEjZX42Eg+Dhd8kCO+Hb78Xo6NAmSnDSo9C3R7de0oDvPfOuyTB3nzd9TJvG5PSMg2WlV5pYRvpNJidwKq8rDCVDev+94MPJTEzkv/tt9wq2z137nwZ0NhKj0IDWLt2gxjAvCzb6cqG8sxTtbFq1RoEh4Ra6pUVtnerYnvLipdwOHQ6VmXlCfdSGYT9rddeR4d27Z09zOBCIzV4BVo07Yz5wanOKyUIDwtDTUGU48dNkMG3rZ6blZyxUdF/aOfcN7SqZyVSVwygad/U9WTfnI3Rhn/87gdpK8xYwswld9a4TSaPJpFY6ZWWM+2V91TzKS5hXW+fbVKXGXOs6pQnUlfDL5QVprLTtTOX8J72dIXfFrpst/rvFCB81nasWbMOtZhmq7plD0HxMewQJNmibV+sjDqbJAkS5SsvvYyegkgyMw8gOTkFSUmeJVmMGDnD4oNiCheOIK3qWQl1Y2Lj5MPaFR0jdNMs65UW7oOuWL5SEg5nWI5o/9eic8dOSE3bK0eEVnqUdKE7buw4ma6GZEUDJGkOHTpMLrmwPVZ6pYV/nx2FxrgnKdnj78Q9Gi5t/PpzPVx75VW4/+67ceM11+KpmrXgJzod72ulR2HmhcjIKEmyTJMjc9IJXabe2b59h9xPsdIrLfxOIaERjvbu8dxel7Aehc6Lo05mGFDV5XdOFb/Th++9j3Zi4GVwoXECiUEr0K5tD8zcluK8djZcM8r58+fLLZI9Fs/NSmiTUWK2woEWUyyp2IhLWJcrEhyocf/Oky5ti/2mXZt2crWIJMk0URzQrlq1Wtq+lV5pYXu5X0d/FBeXoORTXMJ7c2a31WubXEbV+a4OvyDsTJCzil8oLazL8xK0M5fdWdUrK6zHe5HAODBle5V1RV36Ja4Est2q35X3o88KCQlD7VpPYub0Gc4edn5w0YlyX+hyfFK3Nr5s1B0TJ0/GmPFzEJtWsi/oWnq1nWZLzCZ54EQX3PdwLOuon27jHsYwQW6PPvCQnGF9+vEniBZEqwIeGmrVoqXMFk6ybPB7fUFI6c5SNdhJs+UvDOjtN96SS6dMAaaTKotO4rln68hZ5bNP18biRUucJWpISLCfZotOknk07cCk2aoc5O3xw6+vP4f3v2+D8ZP/xqhR0xAWX5JrlnARpU6aLRdoM7RRLkfq4kyarZPqe37bI7bjow/+K1NEPXzfAxg0cKBW7FXu4ZMoeXZCF/syMmV7T5fO8akIEo/dNFtRu6zTbKmARGdnj5LgFhL9mS6qbZqtvNQdWDFrMmaKqfJUQZQTJy9DXEbJqTAXUV4qp165Eb1h3XoM6D9QdNBE51U1kJznzp4ryHY4mEZIF3ZPvdIB/NXrL5kCTFfXy8sbff7qg1Dh8HRhTr1WbxRk7cb6eX9jhrDtaVOmYPz4+YjYc7Y9XWqnXncnJKB/3wFYu2at9ilSc+pVDRy8mFOvmrjUiJLgfZlU+LiNoAHZYgbLZSE7ndr26yHinuE2R410VjtNmi0Dm7jUiPK4qB8mbJsHTnRhiFINhiht4FIkShowde1E5kmVx9b95LKxLuwSJSPzOAxYv73ce5AOp9BE5jHQx6VGlHxtbIuXjy2/YIhSDYYobeBSJErX+10mhJ17GKI0uBSJ0oSw8wxDlJUMQ5TqMETpGYYoqxYMUarBEKUaDFEaovQIQ5SeYYiyasEQpRoMUarBEKUhSo8wROkZhiirFgxRqsEQpRoMUV5GRFmRwzz+AYYo3cEQZdWCIUo1VJQo+V6iIUr7qDJEmZe1H0n7DqOsy7zciJLxIIOCQ20ZRGrqXgd5GKIsF4YoKx/Hcg4hMTULVj3EEKUaKkKUjG4TbjM4hyFKBy4+UZ4+gtBN8/H7x1+i+/gNKBuz4nIjysTEPTI+rR3sjIwUHSzA+UkdhigNLgyOIzZ4DVp+8y1a9poDqzw8hijVUBGijIuLl4FB7MAQpQNVYEZ5BHGBq9D1x5/Rb/SaconSTgg7vhxMomSMWF3Q+NipdVNHETQiSTzH9NLprFm9Gp9+9DHeeuNNLJBZR9QIhCQ1/e+pMtj3/97/EFu3bnWWqMFF7HZCgaWlpUmiZOfWBdNsBQXaC61FA2ZQBzswIewqC8eRFrUVfRvXR+ceM9wSpa+3j/OKOpi2yu4AL90m8Rw9ekQSpV2/QJ/CAbwumKWE7S0u1htUBgQG4Zsvv8aLzz2PsWPGCpLWG7wz+4ddOwsNs5dmiyRLokzUTGNGZIrf6bk61XbptRh+00ZjyKg1KNuFSJQMij508GBJfOxkqpKdnS2JkgGIrcrdiWv0t29fhmW5O2FwXhrwwUOHLMvLCr/X1i1b8NhDD+PGa66TsVMZS3Lt2nVyxGulQyGxFRYWYt7ceY5UWdffgOuvvgYv1H0e2xkZSBColV5ZYdBltpepxazK3QlHfTx8lJefZ1nuTnYJIwoICJaOzqrcnURs34HQ0AjLsvKEMTaPid/ss08+RZtWrZ09zOBCY9fKGejTezbOTXlQQpQbNmzStm+SHfttliBMq3J3wlySJJ7cnFzL8vLEQc6+MsG6Vbk74coWfYqqX3AJ7ZzB4unLOKO1qlNWGDkoPj5BxnG+/uqrZRB3ptIjWbKcf7OsjpVs3x4pY7ZalbkTpi/jFhIHtFbl7iQ//wj8/IJksHur8vKEvjBpzx7UfabaEuVJeE8ejCGj14ox6NlgbkSm2WrVopUc2TA9DlPOeBLWYyompqbZ6uWjrEeRusIYqEtD1NWlMWze4qWsGxwSgc4du+CGa66VmTiYxueW629E61ZtRGcLg68waCs9zuS4SV/vp3pSl+mumKarxk23yNitwSHh0hlY6bpEflfn7+T6XLZOeVLyXR26NOSydcoT6m7Z6o3NQphOR+e+FKl75r5q4u8fJNP2vPHqa+jQtp2zhxlcaOxYMkEQ5RxYLVYyWXnNRx6Vib/pkK2em5WU7nt2bXSTtFFfZV3W472kbQt9O/eUfVa3vcKGz9ioqk8JDcfYseOFT3hAZjthViOmCHv37XdkSipm9rDSKy28DzMobd6i5z8d4tClnWp9V1HXS/zL78rMMMq64nehr2Sav1qPPY7ZM2c5e9j5QRUhytPwmjwMw0avPmfDX84oX3wJvXv1lssdGZmZMpK+J8nI3I/k5FTZOaNjYuVnq3pWwrq7xYiTuvEJu2X2Eat6VpK5fz+YKJXknJScggzx2apeaeH3mjNnLu649TbceuONMvPI7bfUwNSp08RAIVuOXq302E6OcAcNGCRnknfcWkOm56JxrF61Wv5dK73Swu8WGxcv28twdFq/k/huHDHSeXBWqvpsKLwPDxjQYNP37VPWZT1KsDAKHnnnkpSq7oGsLFn3fx98iLYmzValYfvSv9G310zkOT+XhpxRCqJcungxDmdnWz43K2H/cfRbX5llQqvfirpRu2KEg/Vz9ls1XdbjciAdOE+S6vmFA2fS/iUlJ0s/YVXPSniGgKsv0s7S0kU7rOuVFq4Obdvmh7q1n5WrVMxIxPy43bt1l23JPOC57bxPiHg+tDP+X9XOWI+rasyjGyoIW1fXcfLfX8a8Vn+uGeI7H8aOHTtR+6mnql+aLZzKh/+GpWj/y/f49rummLU+DDmltg3O7FGOGuW8og4u5dhNs8WDOOyY2Tk29iJEJ+Uoh8sBqigoLJRZQ55+oiYeeeBBOTDIy1M7pEAi7dCugxw1Pin0x4wao/V6CZeZOSLj0oUu6Gg4Qj2luJ9aGglMsxVsb48yMpJ7J3bTbH1h9igrBcex3W89ejT9HV9++jMmLvHB/mNn95Mze5Q202yx3x7TPAtAcHDGFRmdNFkEtwnoF3TS77lwWAxcqcvlf12QDBx7lOqveHCvb/q06XIrhqtNzRo3wT7xvXUQFRVjO2ECVwiiY+Kcn9Qh9yhlmi39PUqm2XquOqbZwqkj2BmwBStWrMLK5cuwaVsE8kr13cvt1CtPp82aNUfbmEiMK5avwKJFS2RH04E59WpwQXD6OOIjtsmE5qtWLMe6LQE4WGBNlObUq3tU5NSrj2gvfYqd38mcenWgiiy9lo/LjSg5G2XHtEMeGZkHBIHscn5ShyFKg4sFQ5RqqAhR7t27TxCevVR4higdMERZDi5mZB4Tws4zDFFWDxiiVENFI/OYEHYVgyHKcmCIUg2GKA0qAkOUajBEqQZDlIYoPcIQpWcYoqxaMESpBkOUajBEaYjSIwxReoYhyqoFQ5RqMESpBkOUhig9whClZxiirFowRKkGQ5RqMER5iREldQ1RuochSgNDlGowRKkGQ5SXEFEyUEBgcCgKCvVfLDZEqQZ3RMkBSnkOxRBl1YIhSjUYonSAviI3r/xgD4Yohw9zXlHH0aMF0pDS0zOcV9SRk5MjYxXaMYiEhN1YtHCxeKA2DFgQpe3EzQlM3BxsiyhpwHaIkmHvaMB2iDI2LkEGRbdDlAxvxcgfVt80JiYW3bp0w9q1a8/5Tg6i/LQUUZ4WdY6g4ERJG4qO5eJwdh5Oav6OBvo4Q5Rb9DLeEK5+S/LSBSNKcRBthyi3eNnzCyRK+hS7RMn22iFKhuG0m7iZA1LamS5oZ8EhYYiK0n9/k0TJoOgJCYnOKyXgd1iyeAkGDxws/nbUOb4ufe/es4jydPFx+cyKikvq5Quizck/orUadUkQ5csvvIgJ48c7r+ghLGKH+KH0l0BPFZ8SI6IIbUNaumQp3nj1dTxy/wP4o+sfYmaqZ8QMc8XMGHaQkbEfkVH6IzgabmiY/qiRoMOI2B7p/KSHdDHTZ8xNO2A2hbj4cw3Jhf59++GeO+/Cd998i5nTZ2LPnpLR6Xdff4NWLVo6P53A1rkj0LDZHwhLOoz0bbPRskET/L0xCoX6fsVAEyTKmoIoQ4JDnFfUwRUj9lvdgSHBgbCdEIjSLwjiYHYOXbC99CnFNtqbnZNrO2Qjw9/ttEFYhMPOdjs/6SEmNh7M3GQHDJCwf3+W89PZSE1JxXtvvCUHWB3bd8CmjZvODJbycnPx4nPPYfrUafLz6cIszBzQDq16jsX+w7kI+GcIfmncGet2pldPomQs0/DwcGFYoQgNCfEorBcUFCRDN23ZvEVZj8K6ftv8hO5ceHv7KOlGiLatXLYcdZ6uLTN53FnjNpnahjFbQ4W+yt9gnfXrN2C2aHNgYKB2m1etWo15/8y3LC9PqLdVjOb5OwX4B2jfc8P6jZg7dx6Cg4K1dVevWoN//llw5nPZOuUJ6y5buhyLFy1xfj67nM9i/br1qFP7GVx31dXyWTBV21+9e8uYou/+/9s786iosvyOd07mj0kyyaTTPUtPcjp9Rh3bdklmznQymZkz3T2d6WUmtu02aoMLS7HvSwGyFYiAgIAKCKIsKqIIKm7sIqsgxS6rslWxFmtVUQVVBfXNew8wtBZwH7gwOe9zzv2j3n2/um+5v9/v3t+9993ffwq7eaHX7tIr+OO/bcYf/rQPuz/5Dfbxo9E2zL6HzMEe+l2uX7MWsWdiUSkUfus9LpZoufv05x4TL+BBKft6m5OTw+hZOWUjSGXp84oKi5BIlXn//n3WZdJ6lpBwnrItRaxkK6lzabtw/kLSsu6VtgtJSck68xdLtCytZykpqTrzF0pz+kjL0Z8vfDZ/sTR3b/T10tsM6rrX2poaCLy88cN/ehtvff8f8bOfrsWObV9T7/MCcnNysXnjRiQ+Db1q8OCCL36xdiN27dbDJ7/6GA4nboOteq9+Rzk8jC/+8Dne+fE72LRhA9P6JE10i2P92nXM7gS68hdL9N6QdKJlN72v+5z5acuGD7Dm3Xfxzts/xJp/fY/5CDG9vc0//+gdJn/TM+frSnQ5G9b9DO+vYX/NjCwlQ8vryl8o0XJ0WXSZbGXptGHd+uU/Y/pe11JlEjzfZxMju26dzrzNVD35+eYtzLXR25bRe3X+/Xf/Bm9+7x+YD86//dZb8PYSzNYwmkmctdmK77zxV/iUF4p+rif5yqimjN4H6zfgXeo90dsj6XqfC6W5ektv06Urf7FE6wpdbzeuZyf7AVXv5uo7iV2YS3N6RjcK2F7vUx1lrlf3OQslxi4wesZelk4zOvoaZBexR7St/fdNmxkby2xJ+Oab+O5ff4fZfYl+Nz/5wY9wNeXqbA2jkLXA4nfv4Y033oT1yQywH+j5C3CUarUGdXWPmBYcPeB/P59dKiosRAEtqyNvsVRApaKCAmLZkuJipFxJYba1+f7f/h2zifKP3/4BfLx9UUi1Qun/0yX3bKLLo8vVlbdUKlym7ErKpGULl3u9lNzLkC0tKUFiQiLT0qR7lLSz/PKzLxASFIK83FwUFs1s5j1TwaQovRyC7b/9Bdb85D381w4P1A+xD6txLA96DPnhQyH13paho3S9pfVbR95SaU5WV95iia1dmJ9Wqmf/n3R0qcTI6njGBVQ9ofXb3MSU0W16j80tH2yE0cFDuHL5CgoouZLiEmYzbxq1rB/Xjlnj4y0bsPZf1mCvWwIk7Id5V7+j/EuD3jh0v54+tn+1DccCAiFfxgQZjpVBDwH5CHyZ1rvhQQOkpaZiYEDHVmtaBcou+uOzn/8S9qGpKEqOwH++/yEcTuc/ty8qBwfH6oCeLPnJ7z7Crz78D6ojIkB5ebnuyYTKfiQf4eHXH36OmBsVuBVkic2bPkV0YffsCeSsGkc5qZBCMbkMV/8SoCcHjMtlkCuX17Po7+1Bl5j9TNuVoYVGo2Zmy6o1U6wGqhk0StDLWibnzf5ciukpDVPeTJnLiFdqJpiZwSq2F6vVMEsCFpJrampGeGgYSqiWp1K5yB6bWhW6H9dDWPME48zlT6CtqQGN7QPcjNcXyhTGpaOYXE7M6yUwPaWGTErZGxX7OsvIyqRQql9lfF6LqTndVmswbwInGdOTzP1OTJLvvTk9PQX1U91ehj2ZVlG6TZW5jHc+raLsgmwcup4wbZtTUq7idGQUM+N+MbRqGR7XV6HhyawtVg6h6VEjOiXsJ3euAkepQl1+CjzsbGDvGoicR/2zx1eGWjmG1sp8pN/IQh+L6YvTykHcTQyHo60NHGz5SMqtxwRhLZka7UBy1FHwXdzh5SnAhZw6KNnqk7IHl85G4noR+YanqqFmnAs9CvfDHvD29IZfzC10jpHX0IGmEpz0coSdnSduVXSQKYV2HMXXzsDbzRVHfP0g8PRFaMx1DBF6vdGuKpwN9oWzkwv8Iq+ibYSsUaKWipEWGwRnK3P4nLiMlqHnHSG9AfVyZkJyvHi0k2PIuhAJB3MTeAbGokHCfm3x82ihlA6h4t5dZGaXgc0/Tkge4XzwYdjZ2MHR4zhy6nqIx6yknZWICnCn7IIt7FyDcEcoZj3epRRXIiI0CgVNhMtLFGKkxITA3dUdPl5e8KLqfH0f+QbrUlEtzgYchq21My7l1oGsK6JGTW4SfN1d4EvpNj185B92EaIxMh2VS1qQHBkAvqMzvIITUNtN7pjkXUKc9uPD2toBoRfvYfCZIunlIfQm96+a1+4oR5tzYW1ijdgb+bgaEQQDm2OoH1p54EtcmwHzbb/HF3uc0SQjN5oaWReyrp5HRm4eMhPCcWCvFbJbR2dzF0fR14S0i3HILihHzoUwbN/NQ0YzmSzDlBQFsT745ftbYH4qd/bg0gzVpGHHH/ch+Nx1Zqp0RmEthsfJWo9jTwohsLdDcPwtPCivRtcQ4foielNeYT6up15DRlYmjjsdwLZDRyAmaVWoBxDjYQqHgAuoFZbhuKMV+CdvY2k1lONmpDtsPUJRmJeDU262cAq6gmF2m9RzvEKac+JgynPF3Zz7iHJ3gH1AEgZXHDiaRFXOJez+6Dcwc40Gm9XKUlE1biafZ2azJ4Z44huLQLTIyCpQ76P7uJSYiJKSUiT4uWGbkR+a5Swa4aOdiHfZhzU//RgRGWRLLtSiAhz6ei88wi8hLycHt+8J0TNKZh8n+moQ4moPn8gUFJcK0dY7QujYp9D1qBTpqWm4m5mN2COW+GKHLepJBveoBnRqiD1MXSNQJXyIOB9nWHgngKTdrpV1ItLFHL6nklB8LwNuJsYIShViNaj3a3eU5SkhMHE6BWYkb7QWjjxznC/pYfJWwuT4EEqvRsPZzh+No+SP+ls9kf4K2OgdwpUqsjDq3PoouhVdfv0sXNyCIOxRMMeWRoUH6THwD45AoLMNBHHkXyoZrr2OXVuNEJlahI6+hb9a8Txq5EbyoWdwGBn5pSitbIR8ObVyehAR3m6IymjQGS55DrUEsQJLmHjFo6O/H9ci/BCYkLu0Qkx0wMNsP0JutjI/5dVXYXTIHqXdywuRc7xsFEgLcIJXVDbzS1qdhkNGbigRr7QhPA35iBiXgj3g4hcHFk3Rb+m36EEy9h5wRZWE7Hq02pnaPTHWixtUj8kxIBE9pOEmqs7fPBeOkyfD4GZnj4T8hdcAz0ctLoLBzoPwO5eFx6LB2aNkVF8JwL691riWVYwSqhGsI/hCgApJwZ7wv1gMNdGtjuP6CRfstwtFg3gA+VSHwTs8BVICWXXHfRjrmSOjbeY5V1O+wcjhBHpXwYjca3eU9+KPUT2EODDLReXN8LWwoAwuWSVaCkltNrydAtEwsownrRqkFNEd5l4J6JaxCbBMofpmBPbv2AOvmFyMETmeCdRkJYIvCEfTwCBuhLvCPTIDU4Q6qOitw3GBJ5ycDsPKwBTBcZkYI9F9rQwJbgbYus0EYSciYGdkBOfQaxhUsgsoVVwOhal9OLpI2wRUn7U5LxFGe/fD7Bs97PqzDfJbCPoF1PXSSqhn4olrt/JxPtAZ/7PTBsWilUcgOF4GQ7gisIZ/fBHzS/E4G+amTrjbwKYxtzA16afh6R+HEUI9mY96pAUBjlbwic+Hgo28SoJrJ9ywdfshRGU2kYUy1VLcORcGz+A0DA514LiHHWXjWogiN9PSdpw5dgQOju6UfppBEHYZfTMD6kswhdvHHfCnz79BcFgUXMx5sBTEoU3KTlfa8hLAMxWgdojchvZW3YKlvj5M9Q2wfasBUssJOxpSEY47mMGMfxKZ2fcQ5mgCfbtT6FkFXcrX7iiLLgbCwjN+pkcpe4TDZhY4m9/F5K0USU0GBPwgtMpZahJlkO/GBcDWJxpPZOShladoJzDUlAcnUytcLiOZYTWMJD9LfL3bBEe83LHrs4/x0VfmyK5efLB6jvl311d2CQf22+J+O0Eva2oEMW4W8IkrYH4qGjOht4uHWw0zU6tJmBqqgauZKWJyWmaPLI1K0ohAvhOSCh5jWPQEp90dYOqXglEC/zwl68XdSzE4GRUHf6uD2MELQAv7sXmOV4IUV3zt4ROTx/xSNNyGsbEL7rW9iHFKoDY9EoJjiWD7+qfHOhEb4InDp9KJ6tyzTKnG0ZibAGNLd5T3LN1Nmx5pgq/xHnxz0Bq+fFv8929/jZ2mfnjUs3SDYX6AS/E4B2b6PKQISXqWKqQF8eEQOLueUFIFKz1DxNxvn/lNgrILxxzN4J9cRhYpotCOd+O0Nx+RNyox2ifClSB3HHCOhoiwNSIX1+BCVCSiz8SDr7cTpgHXWL/fl8Frd5Sikssw4LmhuH0ATVkXYWDojPyOlT8a9YQcddlJsDF2xoPH/ZggnM05PdmH5EBbbNPn43ZlG/p6+jAyRqbYsiExqqrrIRkagfjhHRju1sPFB+LZ3MXQYKi7HVUVQghL83DYcCf22oWha5hsaclYXxtamluYcitvRcPY4ghqBwiaYVoVsmJ8YcSPRHtvP5oLKCdr6IoHIsJRH40CdyM8YeQWjT4WDdWJ7kpY7tmHiPRqyOVy3In0wx770+gnaTlqp6GUj6K3qw5RfDsExN/jlnKsWrQouxQIM4fj6OqTIPvMURg6hKF9xSumtFDKRpETSzVmnULwZEgKDeFU0In+OgRZHcBem3AI28ToE/VCpiDpLWmpOteKqvonGB4eQc31SOgfcCJylFrNBERPGiGsqER5VjIObPsSrhG3IFUuXa6CsiktjQ0YGBxBa0kKzIyckdtEEmzWoiL1JA5ZHEVNVx966zPBM7TDrTody6R0QdmG8suhOGDpj+YxFp2FsXZ4GOhBcO4epDI5HqZEYofRUTSRxF4ppjWTkI0OobMqDx7mtoi/t7zP571oXrujhHIQaacDYHyQB94hS5y6XgHiCN6CaNEqzATfyhJ6ew7AyT8aFV1k4Z4JSS1c9b/Crn1WOOzqCmsrT6QVkoWCx9oe4JiTMawsLcE7aAHf2CwMsrbiKtw9H45T6eQfIu6vug2BnRlMLOzB4zngcl4j8QC4UtKMKAGfUkBTWFo5IyGnjmBSzQxqqmcYIjiK1Idsx5RVqLkTB2cDAzhbmlHGLgB3asnCM9L2EhyleqAWPHP4nEyFiMX4M8erZ6K/AVHertT74sHQlI8blSJKO1eIVonim3GwNzyE/Xt5zGQVkZSsIdxVeRX6X36GgyYucHVyhJ3jMTxsJZuB2vYwnbIpVrC2sICZoTXiMuuJdeUpU92IDz+K9AoynZE+LkKIiwV4Fg4wpso8c60MSsIHqJGJcfG4N0wNKd22sMWptBKQjiJNj4sRG3gUsVlNs0dImcbjojS48wzhaGEKG1tPJBe1EdujxqJU8O2sYGtpizNpBUSTgF4Fr99R0mjkaK4uw6MnohfWO5CPSNDW3oHeHjHaOkQYVZC9Ku2UCmMjA+gWi9DR3k7JdkIiJQwVTasgEbehSliB2uYOVtPW/w+qx6Qcx5iShQNQy9HT3sR8F7GlY4A4TDKHVilBfVUlHrX3szJiGtUEhqWKZc5Km8JAez2E5WXolJB/OF49Poj66gpUNzyBdBlRcY5Xz6SsH/WVZWgVD7KumzrRajDYJ0J7Zxe6RZ1op3qFCg1ZzdWolRge7IdY1MV8KL9D1I1xwvWFWo0CvR3NlJ4J0SJir2czqKFU0LvVEEpPKSERPWa+99rQ2k24vGMe6jE01VahukXESnZarcLImJx9Q2CWEXEzKstK0drNbgKSbLiPuteHaGwnX7bzKlgdjpKDg4ODg2OVwjlKDg4ODg6OReAcJQcHBwcHxyJwjpKDg4ODg2MROEfJwcHBwcGxCJyj5ODg4ODgWBDgfwGm8FQtrZ77EgAAAABJRU5ErkJggg==)
When the linear association is perfect
When the linear association is perfect
The following scatter plot shows Pam's training as she prepares to run a 6 mile race at the end of the month. Which of the following would be a reasonable approximation for the length of time it would take for her to run 6 miles?
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYoAAAE6CAMAAAA/auVXAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAMAUExURf////f392NjY+/v5kJCQgAAADEpMXN7e4SMjEJKSikpKebm5nNza0pKUoR7hGtrY62trSEhGVpSUjE6MdbO1pylnAgACBAZGcXOxd7e1oyUlJyclLW1rRAQCBlS5hkZ5oRSQoQZQkpStUoZtYRSEIQZEIRSvYQZvb21vVrvpVqlpRnvpRmlpbVSQkpS5koZ5rUZQrWEGRBSQrVSELUZEISEGbVSvebWEOZaELUZvcW9xYRS74QZ7xk6exkQe+aUQuYZQuaUlOYZlOaUa+YZa1rv5lLvY1ql5lKlY73epRnv5hml5hnvYxmlY7WESrUxhISESualveZCveZzveYQvbVS7+bWlOZalEo6e+bWQuZaQrUZ75TvpebWa+Zaa0oQe5TFpVIQGQhStQgZta2Ec+al7+ZC7+Zz7+YQ7+bWvbXmEITmELW1EIS1EFLOEFKEEBnOEBmEEIQQcylSEEJaexBaewhSEL2c3lIxGVIZSpSc3mvOpWuEpSnOpSmEpb173pR73krOpUqEpQjOpQiEpbUQcylStSkZtcXm3rXmc7XmMYTmMYTmc7WElLW1MYS1MbW1c4S1c+alEOYpELXmUoTmUrW1UoS1UuaEEOYIECkQQpzv75zF71LOMVKEMRnOMRmEMYQQlGvO5lLOc2uE5lKEcynO5imE5hnOcxmEc1LvEFKlEBnvEBmlEIQxcwgQQpzvzpzFzkrO5lLOUkqE5lKEUgjO5giE5hnOUhmEUr1ac1JaEJRac5SMtbUQlFLvMVKlMRnvMRmlMYQxlHNajL2Mtb1alFJaMZRalOb3Geb3zub3Wub3lDFSQhApQsW95vfW7xApEN7O772llIx7lHOMcykIGTEpEO/O1mNae+/m1oSUc3NSYwgIGTEpSpyElN7m90pjUoR7c1JCSt7371paSgAQCL2tteb3/4yMnAgZCFpjUjE6SkJaSvfv9zEhGdbm1v/373NzezEpKffv5nN7a9bm5kJCUmNSYwAACPf/7//3/2NrY5SMjPf37wAAAG7+7qIAAAEAdFJOU////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////wBT9wclAAAACXBIWXMAABcRAAAXEQHKJvM/AAB/fElEQVR4Xu29627bSLQmKpC0KAgNhxfZFqPov57Bz3YeIC/lVxiogdMG7D7YNmx3h0ZkJHL/sGJ1gPm+tYpk3eSk957ZA8zpTxeSxVWrVq2630f/4v8QUnP9r8PlFOf7A9eC1/956WI2f8gtTuCZ/q+V6b/CT+yG1retubHgG20DExvk2QacQ5dgsm1dY3l2jNo9//S+gzweloD2Q/cJzyz0aui+EdExizotzDwHbASM/8V/A+LxAEHVplHceldi/XB9m942+Otxm35d49I0+mjwdd3A2Lba42GNb+O+uk1BTt4D+HBL1papPMOqQxhxfy1m154jBusHfBvasdA0D+n1w9oVgPYbyxMPayOP7f4trAUy3fKp8d2HI/AkyI3ubajZbJHHcJfnx4/48WbA5C6/m9hGz7w/zicgHXA8mUyO819gHoJmvx/f2a9wfwymE/Mo4Hs4pjcGd5Pf8mdQ9ma4PvPed5+cYOYw7EBDMLLYgvbxGPTP+W/PxgCA/TtxrMNx/hs4XpGrZVkobJnI6A686L6tOjwfgwaXlah974cIctoiO1ueBljygxf88CsXPnxbLr+JoVLxfrn887I3IpanR6D6FYZi6vyWYvqnR2+Yqhn+4crpabk8OgNzYxFfEPx5WepLpTLuy09AMl6Iy97I+sF92u9Y6E8NeNuDJvCFEhjQTOUXU/2BrFQ5hAY4EjroxLIqhKc0KycIBJZwLvZbBMXy7HixuHm/WDwO30c8X/x1VBePEz7p5/vjYrK4mU7lrVj4zsvj5OZ9CcOeB41Ie1Z3lDfvu+tkmYGCVjrqxXtwVaakwCM54fax3EAudVsNbhYXk18zPFiGkA/MplOyIw0+k8Xk5vExXz4JNxgqZ3k5+RVMO/eVDSwsX/CGnrO0kC/v6cHvNFNzPEEoeAp372/Eb7i/WeSniXECzsGEfr95BFP6Dc+0gNdwAS59+5ZD8a9+0S6lenGZ6ZOPeX1Ua2JykOzMjY0qMTc2smdzYyOjJAF2Mab378yNjbj9pDI3FuqFuXGQxZjWE3NjYxO3H7qflhE1xZm29dEy6gHBydkGaSNEcXp0dHQZOlJt5mHB4waF8EtXZRg+6XlpBNRocWt4PUVUGdd6HQvfURXaby4fzZ2Dzr4dLdNpxKV0HAuf0Sb01Gz6wdzZSDuf2ri+PFreaf4UUfqHyzpU7agtlgiJo6M/C33e3jaoEqBa8ZAsKyt8Wq18U5VyI6x4t86ny1CW2dPRxNJCWnyZSLYZT1XRpAKthb7YPZkbgQiRHojVEZf22bFcHD2kX6JB8Ufo/sfyxNwZqPvZd3lQwGgLn6bZt2/RuCQolhtHBMXChMRReSF8irqc1l+m5bhMVh9T1Tr+UyOV0RrN96+UNZ3Ui5mKBMO2Ez6djxEpBsx3ecNrc4s/PwONaC0dNaD36IAgVb222ybirQOpqkl7CXvclpGgTEez0P35ZSRVpHvXfbXTNtmRpMCw3AaKs79Cr42OJSQIxu1235zcLI7rzeJiMTcUDnpVwAlpAK+y7+DqMeajW4C0xX1hxEoD8YKgiMhpUN2bGwHo9lG/AnUs/SHyBNKm02iqiGA29VIFNeDLiqAWxVQSFEHAC4plFnkxz58nd3WJCnECd5RgXolw8wKR/nyxQOV5Bbp3k0/UWpo//8JgQlSAt+ZJLnGiKRaTd/n3NF1c5YtmtG8WlxMYfs/f5YUQrLLewxDeFSQICrhr7nxUTga1laQZxT5e1gC+Em7LG3PXASnHV7BgXppcvANYBYJSL7xqUMQZfbicHvLg84u5UUxemGTn90/r0evV2X1WX9aL4/u6zJrRrp5kdVY/S24D5CxPzmejotzc1+MyXyT19K+LfVpsUFYUl/V9VtYrRpL5U0I7K0lrWu70CDOofTs6n++H/K6HX2yDU7vqhHEQKyva1Qz1eo/rOlIDAsm5RjcbszMvKEABv4GpA/ounW+OfjmUYFmDOvQu6aq5Ujiku4Qy7I5Qxn28Z0xYlOWi3efjYlQtn9cIuuwTnduPZtUE0bLOR9+XyXo0f1nuPo5Wf/392uTVctH+Ur5PUfgsyHRW5de4PMVK6FBrSBZgGoFXVjCzu57Giu19HanMpqJ1L3y/BqlC3M+uzP2AIFVInL+1gxJ5E8y2o9svb1VmV8tYDUrwrsbfnsG5hec+/nHFeFYtkWOdf2YGVGwmCIBF9ukhGzNaL14W1OvotahuYK9O0skO5k2VnOMfWdGqujubXCc5CulP2QX93lTPLLEzyes9OWIReDSGYZAoRpWbflnsNGfRyqww9eLeXgoQycoHHCgr6s/mZsDHyyBVMCqUUi0zMCI35dFpTndCLwDFWc1A9EH6BAqierb7FhW98/oXvngaI+HlFVU/4X96VTXFeLmpa2Y6wirNk6+IBePnebWA/Tkzti2Swah4KqaT84rFxCIjh+0sm1CqjLHaU1AQFBSl/eLHSgk/N4OSKNic2ZXJDqascDWRXkZi6kNQg2JtVKKCDZjFygqkCpSKLkB6W76VKoqzcTSIAGRQVC2T1n6Ufsoe4e1094T/ZIcEkuYV/uefk/Tksr57fs6PCzyD9PZeCu1i9SkrYHmVQdR0kq1GF9WqPv7wgqBIJxWz0nSViYcLUsjXQpgqkFcX0ZatU2xrkb29YFgHiNagTsCUSrDdX4epooU24b6vLr+skOi4bZ26ppREKSLk+ChX+37EA9CukOB2sH9lHUTKij3fglGaf6YW5hVCNU2uIPW8SuDqp+R9W5xJUKe3EBNGiOooMODiyQusSCCMmjxvEHbz7OpEAlCrWEg/FFiE7y8dtGHrGNKOU7ib+ye7Motoo6VbBHupTPOlG+y0Yu4MHlhWeFyQTwO2IQ1mXqqArva+++ztEzx1NSgvQEn/4XKcjtpX1CCgcpb8El7iXwZFb2NWMd/fFxmyYIQHZCikZ+J9Vuybuv40n3+6W+zFclPd6fDbhLlQk2RfUbogpcyr5yb7Y8LSv7j/zjKieWFKoyNwz48Rmq0PIkNApbB8gVsy2HnFtkSEKITpVh004B3qZk4QdzUory9bSOy6Fg0kVTiWyY0XfSLwWrJNVmY9bw44OUOxrS2iQRjebIcaFLHKfkMlNj1O0Iy4+AzH9ze8RVEBdVdH5WU5naCBSdGblwliZrtdJb/j8Tx5RGH+IbsYFdWH2/p+wmDMNytqcVGhoQq3U9fHiuyzH1OBr2FTELDLis4TUZ5du8LSJnwqpAhouzXy8QvinBNkYuXadz+VssI2M/ee+0xRyDPu32jifTpDqujfGet4BMOENSgBAul11rwiYj6wuyhtmACbj9R8wx69avPhQ4GSApb4IpFs5ypv1nhKZ9f8nzej9GO6zZKGZGJr9OnpQh3M79TPsK/fV/wYgRk7+h9prxYsC3AHE/3SYt8HhXsjRFoV8iQ/NcK/9MySD9INHuFPfNtECiw8I+YyexP77M6jOySkSyNJ6VddCYLAbPEGlhp2DpENTcwXVj/DVHIaeUmeYJ0sT01ZEYH2Qa0+V0/S/i2qrEK1X2KIpgqaipc1h6g0qdBbA16kckXn6CxKB9aZ/pK83kVbW1W8OVsq4sEMlVFYhJv6RQpHFd6zTxHSvySr7WHE0LKCBGADRsjWbpexyux2w3YFbKmHxExrUBCDkvR6WpfvOwJDRre2WuyLTgS4k7LC0BggX0svfzMPhJYyEOqtGtSHS1Rmi+rlPkNQtKs/NlW2QRWUoiaZMNiz+1X9DEElKGAuOTt+8kK1RnGktDnPWDRPtYbaC7lFNriXJhqN2mbxwsQjOsn68O04Am5QGB0JUxti7pQVEoNHKXuj5XX/pW+EKT2kRoJ0yhpyL6fiQZtonTAdat99DYqOlYIOtaWTEzF9vCJ8tV1h+dICyor97OlK7TTV7iuqNRmaZGDHVCE2Ui08JS/N6QLyJwkd/L0yORqtSfDAS+kkQaUpeQ8mkljbPaK5lIDbMazvJY6cVyhlEDq09EymTArypaJAfU+moJR4TltwMQVTukq2eKbOSf5Z3CehyovfmsUQH8lWboiUNSjQkQJATZEuVuzPY5wgKXmDezNma1uLaLokYsFTCCDoQeoFIlY7mk8LcVHkoaGohhmkvBZZRYGIH9VSU4VEBR9IFc3kl9X1A3P0VQafIlJr2naKbYKy9DxsXnaxKeZCGQJNcJFEcICmh59BvQF3vEIRZ//TTNspVRHChKkFvzIbhZGmfTlivSESDkBxls13dT2dsiFW1Myl5jXbBX1QaBSyfYaMRqNVx1L6kNTMFdUlwzPKCqEIfRTI54/ivRF0kVG8A4gOqMZwPfZb23HsJVX8DESnf2i7IgqkitVLtbiZoLBAqwFct7P7Y1FhvsxCPFUbczfgZXlm7rLaXIGqMjcKsfZyWspDByXfVPdydfCyNKS02LsZo8yysnd/QPVkbhSGQ8cUGPzhSSronR9AYYVysCk4tTwtkOfqRe4dVGnStbY9MJ6hrCgqRoBVnadIFQi6OVrLfP28TJJd0qHi/S5ZLpPParjjdQfzJClLMRFyvqRZ9ScNe4PP+IeV5UYNhATAPd6BKS/g+JkvhPbz5VQIPtNc33ZMQaJfI4m6L6xAJHIl1dGYz2qXzoMc5mcw5esdTEDHL0hhnW537gtXSkqID+VLB8R92OKTuAazb5nwky/NxHp1BPENPwog1pNJ/Xaq+PAHqsCj191z80kGhOeZtgiDsoLwGraK+Nh02J8MQ2dAtUPU/lOUadQnEaHaaCf5gbkLXWPBRjyDikxjuT0w4yNW1rzZM3tytplXvyEVNFWeru45ivBJ++jiQfHk9UcLooVh/be5sREfb5CeWR9RpqyBhYjMGEkvo8VudBRP6p0eUrYrQkS6E8PxCiI64yM9kxkfB8q9oqzXeV206SMC4CHJPu2bpEJlFogGhWniuYioIq5KbVcE+Gn7abzYjRTbDwdSxc8KdWDyTcR+Ew2KNmY/rY++He6D4nhFk4zrGk28/X71ua7HG2l3HwiKOfs0fITzZNDymKOZ5yN1Z3x0iDONaG103sRilDu2LUhBGUEsVURJw7FtwdwbJgWiMz5G22BAN23T/Xl9aoI9kkV94nhFc/Mu1+6g89+v7k6MZ4OgYJeEuXVx741tgZU09wIcSBWSYjX8BwRBYQginnBmfJjGWBwHZnwALfu9BkQyKOO+L+dHb8YH2p2RPktyx7eSGlS0qBgVy+goHuEHBVumcSaO1iCqtnAjiI9Nq5Q+IqmCbCOU7ti4TAyJUREHZnyAHHHHljqdRgdkIzgPMigoyVMA2hTSbu9mfETB8QqVW8cYLASpgk5wTlYAN69nJ8Ehynix28wopyd+EBTsJPk4Y6+Dj0gGFXc+musJKZmKsgxixS48NmvcEAP81rZ57bqv6WTfbKS1DZrQE9IHZW4HCk3h0bIiiaVwt6yAZXhqex8pt9p4WbGLVbZ8rUm/E5n6UQZB4Rbb7CGKT9SMzoPasqPHn5t4+yWwT39xENMOMSCsQbHfITXVUAPYhWGToTJrTELIeIUmHoLe7LwaBgXIfliDAq+tZFCRTsxDZUWGWD3IYBCNwPG83kkVTJTtaB2rTMbLivYLYsLe9Dp2ODDjYxN6KpjxAf2hvLBryPQbI3nKaQa+PwVUWHzOrCAICvb0mv5sF47W6BR+7ZeIr9M6miqEqZ9kY0GxvYwGhTu2Lf5pIrOngWgNilprvfHweA1qG5ke76cKut+Ors/syTfwG9n34xXR4IjPJBd4QfEqPb2LWGnmlBUIMMnoHr2ppIJ4WXHDxOzPzwuDApF9Am+H8roZFFXapmallQ3GpIRq8CYVHOuAg+N8JFWwC37BETsnzMLZgYyx+33+yTwCnde2k/Ltse1D77ygML2xMVU4ZQUH8R1fWYjWoDp+nqVIqjjE1iu2hwEJA2gCsQPxcstUAU36Xu791uPATPKIDLHWtue+2qSjOraNWzc4BTq2HUWk2D5A6tagGCsOEO7jqYIIbARBYWp6LsRL7kzyAxAdkqncRFThsI/UoCJWaKfxy4pYk4pG9OFblVnOgzK3PnZuUEASChNTsluDAj8QRgOD4xURgByy/jCDYnU7ytmNCpxuIpcBaReMWlZ4HMjWy3VG67BdIQ2W0P3Y9GVQufw4mserBoVk9QEKTr6Jw0sVav3GiyzigKMKeFpIjyMp/MCk+u+xIjaSQY3auwhTfxRPp3TlloL2HBDlNTe9cTKvo8OepFuoxwm8SA0M2Uro/v5jEBTi/p1tyuoZlJLmZwfGK4g3UoWfQUlYPnmGYtnWGjwtgZFOg44pyBLPoGpmMH5+HQYFmJZ+z7u4/+KkCjF05sxqn8Z88nx09PJdqgi22qUG5cXiyJxZEMbnzAZ9UOR+a09fBpWwb34w4+NnywpNw/cbfXLgqKIL2WkkVmu7wlKDQmvInjKCoKA1tgsY6VxEemYbb/rwdjRLdB3VKYfH7K6FlpLCrBNcEM6ZFVfZWPLkbPy1eEJx7bQrzKWb8QGDwA9Sg/JY94gU2zCMKNjXGrwJnrpIycWBntkEYjuKIPygoPL2wyolG161gX+3tZNtUB4NCaBIHdfSTJsQjh6+BmWFBJ7fhQA7QaoQ3k5rGybyTV++HWhX0O2fb1eo9ej8x4gqEFse9Oog3tp+WMvFFTDMoKANOB94AwpyWtv6f+sLiqDgAmhg6eU9IBVim3MbW6G6Hz14TRKgCYtt9jdwZuQAYynN3igrDq3bBj7bA3aGsUlXXWXHuBDUoBSG2E6LfVnRlQyGE6dYEZY/GRTdo7LocqbOX3oBKnHf8buPNDlDGDAc8Osb0p2oxqq5kPEwdJQaY/nnBEkjjPzjYc512+apk6nTT68KAYjeqsweaFfQLC+TpBm1TZLsGI0WiUwgnye7z5yyllcyPatIPl+lVfKQJAkix+vN5x2JVskumSHC5IlMYYBVrtOb5zt2R6ST3e53iFXsPnN2+lqttu8rsXr+ecflA9u8LJlFkOgjOF0lFWcJL/KOPye0peBPjSVnCVcdz5LPO3BaT4wQVSKrnvLPkL/V5c9Hp9/w9578YRVCfKiS5BpZuxCNtt/Vk+fJjkknzXefH6HPAkRc1QlvfEA7cQIiKHmVJJy7PSs3YvVCiEQ/bGjDzxOUrsXnHSdBQhOiRASFhqQbSIKDNaj96N0yy6DPOadu4jHPsl0KdWYZF0zcVhnz7XSSZVWz+7uBqcieITJDgDrL8tloRiLE/8kmq25H+9X9Zol6TZpkG3plsck46//rU3aKBLCF1ephP1rBFPzT3fLsd4hB/rMthSD/drzMuKqD/Fej9lqFGCVLmRo6hxAIiq/glKefmhPlP9uRaPtcfmNo/MnwoOAwpRAXsPM4H81eevl3EOLDpl5eQIEJiIwQHyFEJsuu0yt4EuFVwCoi5cfLKYV4JdEtQlGFaMozCAEiCAElzqoNp/utzIyPaGv7ULsChldWWdEXEdqwxZMdgGboZmBP6i6vNzZ1uX1fVhjTvbS9+hoQTTvGL4nJj7pOHz5a7RKrEkT7zL0s/91qu8BYJSrkTUuWFt+WTIQ0Ug5+b4z4NR0zIhCUh06LpDIhgiYDXxmvMLIMJSkzOFkrYespRQ2KK1RtswEHUgVd+ixa997+zIwPtdL3R1sK2sLXlM+DW+wDtMJ5Lm5vKYpMCYpAYLXfGYs6mmDGR1eXPVp+8trWaALQjlPDtEbxbNrep4MMUla4gA1tIhqGXVv/9vJH7YqIcuhSv76CnHUMAnELSQVyM0oObTJVBZ6R8KQ5hd9exitoVZv54vt0DFXCbt9Nk4qxaZfwnow1AdHXSoZnvGKw6GJShWlB04ImVd7xh1cINE0V0hFIwhS5jYbF0RFyLZGJHsC1/QKh9kMXXkuFdDUoMuQboyS4n0oVg0by0Yma5rUJYzBlY5Y0QqdccPfmsshD7Qqwlsqs1gWGYe2V9j1v4SjVIw97rUHxQZqxfDdKC53CowEmIsJwcydaEN0IhP9K4xXfkFAdM1qHgbGL9C5MhWPKfTzkPX7MoDjcyt4F6gQE6QnnZjDIyRQe2I+axwnCoVwsuPYMJLTPsd8911rKs8okse7apAqyp08lJu5HcJ83+qeGEhTkg694U5BeyNyQliQSTHyTFlPZDyqOeLtCLEtQGB2KEb5Ky9e8Y28P7yWvl6qm1jdJD8Cq3DGlaNJga1ssKqXjMh7ENg3pqE7qh8mQhPRGZuILuhfsgyJ/tTroQ02QVDvC41//4kxINbfphJfwlTdgg1QlIvONCA8x+E4AA2UJkWblBR7IjNZBKZmDvAU0esGuLEDoalAScj4OtCtorWviSWTh5jCmhs3bzm8qus7u01Dj35DF860sctVx9nQsPTN4T0epIZTb4kHRlsNXJ3oKO17lDZ6UAhz2sMq3+DGD7J1k8uketD8M8nZqlwoRfCLsRMPiOihJRXHknrshSOMDz2IuUB6SMSqZ/M7PPigTxhS1zyfS9FZFIXzQdkXP0cGh8QpQW63tPlpZdQQLTrFrIvG+oxyEg2JYWcGDaSf1cQs03T3/RdTss9x0YvOKeAlK40HzgpduvAJ2O9f3KIX4ylDxhoJIrkdppDwyBbVKaiiNGVNFD+N9iAhSIbYCyO6D0neCzvudVeHfvtXaNmPb5Czc98PMLK/jQ3wwyofapHEF8OsVkgzYAvQRjuIJ0yuaDp5TeNUyeb/dRZgiKEzHh4Y4sB01T8jBQ8Q66dOdVLb6pCRoxl4NTNZctWhR9r428PugmBfB/UpzQgGtMEtJ75ffop1wIrmUFSCVlGVcMUrxg0JMs37ZqgWvk1pzg7FrqIh3kv947kKHyDA/4Iziievt2hnm7xFj2nZM7bgQGa+gdvxpLDDz+6DU99rzPkASVl+DMop20dWgEBJ7mQskTwJvFE/xE1oDB4oT09qBGR+1Mh2cJmJa0xWMAZwMUsuhr9EVqmbnG1cTqjXNz3qswwVgFG8cDsJE5kHhl57ZPmU6gbG1QtXKyjp8Oqu1WxRvyQKW9maoxU8VksEfe9FaKB1VkAeZ5DFdsF2hdmzkGgMdXQRBIcXl3wuPSni586BEZyn7tULEZqK/XrF3yBMqkirorZxrPV14A6rgQ0Fb132YbNt0m5y9MeOjOLwJkR8UoPOiDkBvezM+mBhRaGn11cWB/Zy0EWXuO0TzEiX1cW9HBebVvMS8FRvQlSWk7Bt2bMgeHy7gOAsMhy/06qUK5QbP23Qs8IW/2c1AtOajYA2KtQ18JLwGqmE3AwPD3AlWcdjLIIQw6prO+PDCqKv0yP+AIChMs8JlLLzsUTwY0NvmyYfUoIyDNlrTdu8RzoPipCIg8Fe4H5Q01x30llCZ9Xw/gOsr9jm3m7sHx+0j7nIz6hFkUDCGL4KE4acKyBHIa3CgrJAI4/P1g4Ku4+L5UlyyowIMDrkOy7EalHL0EnE4Dwq1XJLg54rglxV246jDFvFc+kvMzjdRfLgcf11XdfL8Ll+N0g/Z/XNVv5fNzoKgINrCl5BwywqoFfJuF35kIeI1qBOr4tfDHY8CGMaLAvmfqzTA2SVN36bvZXNCH7Fcb8uJhLRlB6GWFZ5LLdzHfzfOBcCNcD8o2gJTh52Qtjdvzw7M9k03UWVW/f11NJrca0XZCwqwgBv3kfBxtYbEwwI+OtP4QFmR/SEXNzZHNjqG/WgNys6gAJZot9G1ePG9A3XOrKv4dbhLGn772osfsBaZHQjFP9jFvuQn+F2XR6fMFuKhgRpUepvkM1mudS5j83Mzlh9LFb6vFVW4o148Ao420QzKq4EpovbjQRlZX5HGdyOIrDCNM23jS10iQt1Gl9DvtYvHRTs1k/qjfVBsbTfVZXm5AcOiXiDAVjU39EsRFKl/0Ei7fcnarXlQrGlYocrUoTunAxHI3HVo03WZ783DgHab3cMh63wPPLXbOnEdAtr1NDQEaVXZgvIMj3ZWTvTJRruOMb2ePtNw/dX2WQP7wTErbVone1tQYnV54hIa938PfTobH+okZ6KU8YqPHz6cVFkxKhgeoyY7lp6W/HRc1+N6rN/NFH91vTytp/WUT/Kt8TSul2ekMx+YCe235UBGShiBcglO4/o/lJ+8wouj03pTT4WkIxRSMKqn5jeuYa8+WtIWnqb1f+BfONXTM5DSyvCpyyPKNP2P7gvL/IDpf5CRyqTOj+E8bPC98RpuN39e8oIndQffDZ5Pv0HOqRFd3tfjP0u+Vm5iB6Zf6m/LsfIiuw3d/I86K7RnNpIkgH684gOypUXNAXJkUNInlpST4zs5sES++uGBLfzc4SN3E9yUtRrKd6JnwuQ3PAGlIzPE+eVGDoo5/p0Hn/QvvutxMcYZNT0uhVSp5MOHhRw1033wFYpyfGwe+aHl/HjRP5h/uVxuOonkorc3dLp7kHdgsHyBUDT8XQz4uQPp+3zymx7jouR3x8ly1z/3N3fKtGN5R+En+c0oeaMGJStUgf1DNeHieQTBPDsWI25u+nPYxbL1KKIbB8QRLSviiJ1fEUd8N4QY4udfRPAQ380gjr5dESm52dqWo5A+IVXo7h7cdIUV/Wixza3yA0S19lGrxC5MCekJ8vNM44sdY3WJyDEbQKxdESVN4xtLRCSdRddtx92fb7pUoVmRg6Icf5zcfEznLCvW+f3Jer6rdNTQ7JLmIoyAUKtXA1JF30fqnaYy6fPVKWU2QBELijQeq70aFNmv4+dXsIbtTCMH9PwKr4Uc2WeW/orUwLhu27XMemtqNtUyUBdTlIpvzIM6y9Z5WY6nTys0npqqnJabub5KYpM7XpykYvwkY58O4N2/IjVcUaWrCCK2x0f6EmgdjRVv92WygtciqaKRCW0BZBqJue8QPdXlgTtqBmC10AEcn49jlVkz+acD6BBcb8/4YAY1KyaTm3NJMl8vJosVZUWoIYNyAlv8EKxQZRRwdq5JOfyEBmmsiWdWqKamv6sDt3EchqwEe00VtiGd9/eGhONwykuqtPQQXxapSa3rb1OY8Qrxfw/dM94B3ffHK6AmzoNyQleSiL+7tkxF6VaoOuQ9rClp0iFmEg4HYxEUXh8Z3DiJpXsvLwFD2LuJRBYzto3WsJNApTuhd5sARRCUpHgf5Mtsybo7/cNgv00nOuHEg5YVXu+urqB0JEKsjvXMjh5DT7G1zVcu3GWZqY7Dp1wWaYxCFP36ClcUwCu2vWCx4ZQVdPMQJFXYMd2Ba5Hh68kUiU1C4ZUVex2yiIFMY+4HfbmR8Qrjvi9EuAAMbWnffVhSSd8KiuXmkNhBDQrM4rRuqth2U21CxPugwBT0fte1l9QIoXBVIZP8h7JClRXtVyCifVBEN6WrR2QU70Akmged5FvOyHJBvdH2W0Hx4ezLAbHDoCC6iQwdRDpnbFvjRCRmEPFRPJ0j6CEICloLnWcm3PXMcu6Y0akZEPIRCV86b656EWiqCCXtZnwYgMDfDwpFBX3juA+yvSxcyN6YB1Wc/fxuBuQ4iZWGjgfpCGN4HilVDuzx8WOmAMVs88LJ/2gGp/oMcttnj9fc6jaElhXUxoD0WfroXcNwLZ6oKQ+78+eRpS6gfmeZMlhYU0jz5YHZgZT6w2XsBDCBN4oHUSFNtJPca1eA4SvygkgENDUoH5y7EIzVBuMVcH3rL0sU/UgGhQQhWRz/8EvfrEHJfYe2/AVWPNNIu4I1I57q4oZZsPONcd+b8UFLuhYvkh4UP7+bgc6P9Gd8iC7cCExlUJag3QbqeKogU1hyNRTLS1LWO22/aCJgUOAGX3CBRAjV22hQxMcrWO+EFUdHkbFtYM+NS2wxce/Ng2ImCdO1nunRgdGI01C+9ftzh/j5tXiKPKIgbx4U5zmCZ2z22IFUkTDb8MULgoIqCNZablk86LptMpCyRH730da2MnWd4jwzmNkahn0pKxwzPuwgv2t77++SRpkQcV33IRICu60OZVDEz6cKETZcbUjYWmNGw1ZJ65ewxIF126lY8MIiyOA4NsgFlJZ+aA/WpLXOHQv4Sl+3fBUgvoTfSOoExu2XsAYFlx5CT/k1KPWG4z45w+J2tDZj2yqph3+wx8ehGmpQVtDROK2mipiSYMeLEn6q6IPKZi128iVJOW8fr2DC74H4FSvAAFK7NnTGh+2UNKIJz/1whSr853tGxIe5jlfEcXAtXjg70EzsjYSIrzXm4FEXo2XFAdl8psZZP+LMkuToqL76RY4v6aP3AT8d2NiCzD2+8f2gIGoQcf2xbdCEkR6xRLyp7Yp4pP6ZPT7IhJ02ZPABdcTBHWFvlRXiHvnhR0qFocLVlBUmwQojdletVmLTFdAJCmEMHypTPMC6eHjeryVShUgxBaSF6dR0I2jPlGlMnMSVS10oisR7/ijeX12pZE2maV9X2lUnZMpiz3lQYij9WuI+v5869wUUCi0LLot0fWnhQKqgsiQoyIO/LssxNSidX8tWC1PAHxoUuFMnxVDyAnlmTx8HQFJpV/BBeVFJsmYDeT3+8YV5J405OJB3pIFL8PqWnaiSUwkxbnITEEdHd7eS2eNH9o3GarjaKV1YsQbFB77jfoEU1Kl3dn7t50HRGg1hDYEiQsESS0QywZvzkjUoMoWBNDL50LDYFyt4VrSoVvXTDDzQ4NAeH2AbzA4kup5Z44JeTFxTD1Ie/nf9ySJch3gGYe9GIHGLgUSmXTu4gzOjR/giUZgV2aZLwdh4MHt8DJoQGElNXqu0exMUnZxy1Z5Z27b4w+8kBxrO+DCumgvjzVRnfAizjo30zOqD5zHiwFo8mlkDqnp4C6FDC17oDXmJxas31DQgb1iD0mlyAkglnPrxin51B6hp3zz1nVpyKoze4Yu3SRcOgGky4A2CsznrK5N0wnT3mbICMboTFNRmkyp1ATRSvso8KBGuJ2X+xfGWnhCvkUCGsgKEsAwqVMl0G8mOVLS3RWPFpIoo4u0KYZEvn+6R4ekSejxyiftonleyRDzV1eXpAqZNkjS6xD29M6vL77PseC5L0Hns/COIrsFpl53icQ9OV+loy9Xr4N9U938yKGQxfr8EfXu1LO/gN/CHEPuvO+E/qi97/ihfbrWgWH6TlHFMIZBvK/+i4RJ3lAIqhPBPvt4/czE++b+D/OAPopcJJIUpV/eTCPxX2dO3R+NJ6IKe1M0Ejhi/wJ9EH2AH/G8va/J/vVH5ZR1/i/Bd/sGDHCmEeJJC7D9pWdGFkItDe3zA8Hm5050SKjm3Z1LpxhKVbiyRVNwpoV3A9LbKm53s6dDeVNUEOaTuxDCaXVW6sUS1+/tWOC2/j7ZpXn2mbk6qikRNUskE+IluLLGqZLuJNF9OuacDrIoQuQphdrcoYJVEyVXGoEBYABSiKlBukj/iJoTYfQV/WKUQlH/9lM93FY+gBlHF6V7khLZKA1PwTyf3wn9VVbKxxNVnaahSCHCa7T7LWYDH1WeG4gqKYVQ9y1QTT9AEHpXTaMKNJZQ/5L8FLYV4q2f2QLuCyfkfzKPwKLsk7UByCNSg5NrDI7UeXxABzeNhIi22uWXEN1POGt90NN3VuOqur3BF0WLKILrTvgUTf5GhSs+syb+d2hrQyW+oraDwCIkDNShalhpUx0V9iCinN9qWZBcH0RULTqCmXcPcXFjp6Ov1Q18zOZhGM2CNrw0FEO3KJU0fSG6eRLSJbBXB8GBUJPTltmvtdlb14lUb9GXXL9A5Tsbp0DPbcRJjcw+59RZlxSU7ProGoGGxH91SOn8xyINsEtLJ6OFH7Qoo2wnAK1UQzSia+kVb24hUfGpR7SFL7hltQGNxpf0CQ971JoJkiKvKgXcICi1BddibLrX7e9hnFZHGgnTRVaE0KFjnohLM1lgMfpVWw7oLX61CaWH++sIEYDh2jO31FYxwRtjeU0InvucSeiqJ9eIBqRymJhphKInjo4f7065nVv8dxFOF+FVTBUSlG2AnbQlpV9AAtsQh2jYexC3qJnutW+vuy4O6AaQpk0EZvxnGQ3cvmYkV3ChTmoCIGsVtKrvggUKNibQozo7uVx94wjQAHcsw8rB3oEQMmEiFZ+iONBzItF+LZ7XS5bRIAazKK7kT9wfHuSRdalASLY0hLWgNipbEVDprkZf9cO9AaiMCbW0bB8iVNcpKGhu40fo/H9yeWRGK76J7kpvKqLEHyJ0EhQSBAV2zMyg1AZwNCTu5i85UDaQxsu46ydVi56DLVN+aGR8IKsOQl3DVkby09g4UT0Jo7mbQG/Ii7kv48oYmUJyMsbZm78BOGhcH2hWEBsUA0dWPB9ykAYtLbBTvwKojZerJ4WuNymjJNJTXnWbA920aHcWLjldsr+RoYDsqRMcroEDxlKfIubS2LUgQpVeWKXNYRtH13+U/blcIvKDo9r7xZCbcnlkV1a6O9Ih2xxl+e7PYrUMYFK1SeKoAwilph/wkTMOXWjrZiOxJDkM67RWewSieRgW97dHxf6sG9cbegX6qgBIYtBG4Y5909oAqDoxXALDgie/3Z0uGEId3Cv1hwoM9swHCtXh9sezJGaw6go58NYld6sT0zPohJTwP9UEBXh8UguGQH/3xCqaIKFctNqNsYOh6IEwVytNVtdy7qQJyHvLSofEKsPYmLMZTBX6BosMVqhHPa+ehBIXeuDwEP19WqOUFtxG0IA+21vave5ZQoz3PN/BxYLxCDk3w40oQFKiZbYNDE8SOFxVY448dmgAnohnkBE1oP6JGxitQjRJPeVoMUgVqr6iK2e7jmfzbt2cH/oOxbRH2h7svI3JJf5/ukubhwCge58wGXoykitE+tlsF4po30RqcvOnDHZSpE5lGWzlMEXZsAWLzoPBk1aAEMApnB9KWO+NDEsUWNdy3alBo4rnuDfCDQjLrvglgIGoPtIY4oE0ADwfKig1XqPrlkM+Ur/2Z5AZBsb0fzZaxUTg5v8LDPi0jSSU6OxCV8dBTYaqgrDJe4aM5e3Mm+c+PbYve/Y4pCUcng+haSmwY+7CaWDa4wjWIKf48KMnLf2Z9hcTaNL5qSMPXTZatYeqYRmZ8UE+Rg12D8ytEn609E137JBA93zx26ufHtuEClBFfIBTUoIDYqiMzk9yHMvWSRZgq4KPm2i0qNATtGpQ0zNNRO3PpFNF2xX62hgUp4AaE7Qp4Ph0JqQUY+rMDYdSiFQ5KC6bu+TE7ksLSjQsG0jOLUqVI5LjOgv3quKFNf3Yg7JOFI4rytNdtI/KCgkSMxT40VbCGY7Ehk4BzmOvBQ2SpTnaQJ54srMbKIpgX3kOZpltrBzICljXm9libWG0HkFK4dCgrpt76CuhOmFlWJST4jBqUOmzzNTCnRc6zUyTotMh4ZPdiLby6DIrxBfZpmT+8EW2DhO15UrA/WwECpVZILxXDUH5wgDtqSq8snnkRP3ScSSKOIY/bitYYS4auIdoBwFQI8DUqkAwS3kU0YAeYMSXgpvNlWYFkwxoNePInfVsA7sUlOEJ3Gi6hJ0knJjJnJTSm8qV8pqzo3XDq/OIAreOfbLVdYRh5QLHNkZNJNl0g+Se7hjtSa5s9sQr03vJsbm4U2kztik06JoBX9/OZWIdN88Vb9kFJl9fQXuMNmRoD9SQhQdFnG6bW7x0nC1KyVff3pO5boecN+xugQOpQApQvwFRF7vgS3MkBz4wuAr5ju2JrN8LF/f38qzwIDcnarcz4UKgZZcKDnuaLh44r/Lyfvz3jA5XZ9CaZZDevo/MNz9teZeyA30aKbSBcwQhETynf/GJubHQ1mF4+QZRpJIOC/WgfVnRjiWix3blv6RhJNVLZeQhPiyQCobi5aViDAtPaW8vHoEzHptg28W4A9YHWdjtaJKtz5o1FtkCYcckwRU0yNEFTiXak1Ojm+loIhnYFKZBHIAvCXaxhy2kCnMLY5QoEeJMpLmDVGePKCDzESxgwO8yuQDXY3bI7NdW9A1VWeYfLrWkte90gYMoxn8GMznaDKOKGouVMcnKzbFMRsA/KznC/TbejOefMMqnjNb6S4NHII1MBWUIpzMu4J7mUFaQLwD6o+dXJaIXKX7vgAPzoXAru0Sg/zYBNndX44iN/p0uY4Eb++JLGy/IFT3ykIcxoCZSGyvqclll9T0vmjV6Wp/JWrPWuLUvhbbHYZPURDAeJ+MFzdnZGQ3mg0QaX+uiSdL4AdF8I5VG+Wf3tUm3i29Fn2Z9wSe+VicoGT7kSgeiULuKhN6VMdB9Glhn/jky7YohMForyr/l3BOuKo15Fxq73OXf7R7jlZfKcJO+AZ/ySd0mC5zyngRjDBG+S5Jer6Zf8XXKFRxiC9plvru5yPOMR1gRyc1m/e5crV/wb7mAqtkif7HCbXCVJXv4FjmClhiTmplU5HaAgKhDxSzL9krzbUVj57cgTlKQjB4VSl1+eKfOzGr+DY7CT/wb31IDykvJdcpa9e6Yraoo/+jY5FveVM9/A4m55TzrKzRcwgSrgy/xvCix88V7eXuXjt8qKs7q4/6VYJOXufFvULCVkE6L9PuhOOIwq2gaOIVyCexDhuu2DcBYrv4l4EzGCbR1rrcfQTGO9XQfQd5JH8OGyPk/Kspwu/8zTcxkQXpljmKLFdhRPsf2gooi3tofc10K02AaCWNWkL1nTlSk/wCGmAdr4EnzAFzVyAthh9EERSRtobafpbXO7qPOGU5JWrzM5NgZeiwYFy64A/m4GUSKCldmI1tnkCxDVmjRUXMzHyz9Pz8ZOJVtKTnPvwNSgnHdR16/jNTAt3x3MzqyDawf4dFp91xkfuI1oqJvxgRoUCOa7sp7Wn5QuGhTHsdpkMF7BMH8XyYu6PihPTXextOIHhdhJrIMHBYtsI/M9jmo7m9juHzhDLgSYgo8bJdvE37wWiIxtU4CIpz5GKrNoA4OpDd1UPlm+MTtQ+6D2+0aPm1hN8tyERBgUlMXvmRV4WpN22TZ+WmS0XbBhZdQLnmiqCE+L5FTNUznFiAphrNKW2j85b9vsAeEoKL6+IrKl9D48LZJxfv2rG71EqNtuLV4URTnt11QNzU2RKpoqXqLTy51UwaSI7+HxiiBS/Ez4an+8v8fHaMJ5mjInLZlLaJpmx4EVqrHGjs748LK+4TA2B5FT6Gf+Wjxp3Lx6e3xIH5G0K4xBCKQKehFyMMtUJZkg8YIC/sTrPNK16WkNttmKii2LPLCjJk+LDELIDwpKlSbeKMK8krmBMmlWWYOKPrnltrkhNFU4Sh9tOZtV24YDwrFt9jFuI8cPxNdtP9g79YtELdqj90ttV7gCGMh4BcToTg7in5HKTxWS20VLQ6+sQPijSatnAnmQ3QwC7FPOpfDkC1KFNGO93QQ4qf8bkgWPkzL0Rvpu9qWDfSzX61cw2jYie3yo/4P6gN/xoclyn74aQQykwb1/+lHPLANNO97410kUZFAR6wp3n1mIfIjy0O7LhK86X2tdSDmamO8QCpIuJFWkErnByQvWHgf2+GAguxoO95nteHohERnFgxCe+0bFqGt2NagI+hkfUCApLCo/KJhD0ImQkZMqQKIpLAYZUPUYUHsRvjzVxYF60AsxziTXOf3JHAyky8n04sYg4Rt5LV23tnlkxkfXIeV5zp/xAVahA53UOl4Rj6ndum2JyZ0KlVWQQfFXeFFASJ1UIWX+dpRysaGPNj62LUyt1UiCMC9BwjWHdQ0oagYDIbX7PkWmF25vvsLM+HBV0UtqG99GmnhI7wVccW37qYK5C9S4XdjuM55D7PRk2jXxPFDxOopH35mgZOxQpXhBAWqQBLukEW5ZAUJyjm1kfWDGB3t2A0N/bJsa2IZM5xoW2Yb6NEyQ2aSxk4EP1KCkE9VLbaF9jXSwb0sKw3DGB0V1JlRIRzSspdx9mXw0B/LA1rbcaHziPf1M0qCs4Btr70Dlxn9ba6zKkcM25mu3XdGLw6UytOPIFythg01MYGM2vfxzWfGcPGVCL7T2WjwL8XlQOtPYrUN1NShLJPKPLIuUc/EESgs+yMpT++j1TqvWqS4RHJgHxYTBoOA7ZxyYTQhEOjHpw01ShWS1uvhFRislKHqbWir2Mz7Uzc5lWbWExGmKO6WVoAAfGb2VvBNxiaqUt2JVk+/t1yzjqYMURfWJf1MDIhkYqMD49auOcC/1f+QnRigdGunaVqas4JgpvY+8STJeegrXrRyKqfk5x7blRh5hLHG6nUoXD74qqnjqmjtqioSqNxcH9vigXjUvEkZ6eB19PpcsEE/4mpUU8KDEFYrIC9/guiKlnpWiVLgbalBa1zGqm7PEFe3gC2Ix1VRhkfEnTClL90ac6pqYMOlU2a4avOFXqPHHq57Bqre80bvzGf64VIJPHDAHD2ltCw0exERwTvfxAMbyEgrWVNGxQ8iKrPtVI4ZsjVCZtNOmq/qN7VYOrMUju8RMBDSceCf/2i5lJGISwLcrK8gIxJI8zE8ohZvGGeagyDkRv81L056BZ2mDUYdcaDhkUJJKzBvCuCGzXCVAGBS0AkI8so1CG/wT7rCHC8NE2hWdsTIUdzUEhR/fM1SQqkiomqVV2BEBxA0tnCW9aQ3KeFsCDSlGz7ggU9rhLo7kBUml2I5UsYA35kF9ZqoAN9nnR6TX6pxpw+DHtwx2TRV0lCLySxu8U6uUWQxk3TbinQqmK9XEr3wGJ1AjjORtqkEBEvUjPS56l2huZMKPkLF12BNX6W3ljDggJhoXeKszPsQq/oSx4cGL/IxNMztQD94BYxFP3tElmZZLWlxYgxImalV1JJ7iLdwQ8Y0C+k5y2vfwo7V4RlEG7fZWJzKQPWBeun1QmumCUhl3UUAuyJaNELar17f6FhicMxHYxn4kPE3WNIDzoAZTdcCbkmY4DUnNQj/NzrLyOrQrbL6Q1JEcYGvbJBgL+480cQUFVXbE87bjOJAqGOpJhmiAl0heW4lpa5blSYsHmpqWLUft4UEey4u4A0OKAMOtrLDnDSSQf5R86ynLCkPESQTytpXt5cWUtOxcgPPUGs2EGIxoJX3JJWqSLYw6IZ4qXEQmpjfYSvezzQI5FWIyXAUR3pOWqaLjSG/Q8e36iavlQQO7pMTtKNU9QugGTMGWriKSvfA4XtIixouVLVOFnBKLJ5qI62itZws+UCS9cn+sdfbtQA2KwfzG+or8tK5RSs2zmhNJ9nk9vU+RwvCIFHl7X/Owm/2krrMmSWZZzf3U03xcc0l/Udf10fPoYzWW2skxiTg8WPMs/tGurndwezGu63PEqqyW3Qzyun65BlG94dkyafVNdnm6qcfcDWD+UstYbHZaV2vlj8bWAzg9Q/zktCbR+abmTNltUo/zplx8AhEaGw2EYAQ4pmj3OYTgztXpblzzmHsKgUyD8oN/+lyPn8AfVr+B00NV1+8g6SPkR9F+DvlZA3sHTnAVRH+B/+1lyRJwOxl3RKKJelnvQLSATPBkcw+ZRq/l0SnrDXCXMcjDW+sryvwYvGfH+TNbsos8R/ZZLY+fc3g7nTzn7BwunvPjtEoe8jwHUbvIn2/Ab5Xc5afvRtfHYgqi52OINZ88s4qZLp6fWWn/lD/fIYCu87sly5rFc/6dRM/vwH+fPpY1+zYLMEYANRCCDe26zN8jba6en3OItp68ywv4KymPJ1DgPH9+Pkf8A6fFrHw/f35+Bv/mUYU4ec4naZbP8hxEoxSmFGKV58nR3ajJn0mUwjsqRMJ2yXqSP7NMLt7lx7Ivwjt4arTvPJnfUYh5+ZQXKE4Wd9AE1JXzAC8E0Eb5v8vpyVvRT9euYDIJ8db6itiAziP5+zC7Gbi0E0Npwl9fxof5F/4EehJn/ZQ2GT9TdAdkuXDLKkFKfQCe/G5ZYTRybJjaMXUfnxDRe3+gnU0Rhp4zcP83GYpzkeblGzM+DqzFY2lgt7b94NK8s0PvQZVISoIetpRBa9fSslBy1zmDSAnrRiZ1hZJoZdpuifborQi15/7gc1tiYbMeRvH6qmeMP1OFFT06ko6fIzFeas9sHP9g70CygvCRxOX2QSH5ORpWiMmwiZANvOK3t6M3QVBIhT4Kez8pAMUmWfT8LMR6YwBEAMO7sxTpmdVXyttCZE9y7TWw6KQeyue3Jt+80a4IggL8WXMwTxacnjut3cfD98Ce5KyQsGXeA8HCoy78PBVqMG1BF3YGZeo6MTEBP1UOgA1b5od+N4MBEAdf32f+eEUXppZa97JHL33TnxYZUfpb7Qp/2R2tL2JZqJMqQCX1wtiyyAOnRXJZpKf1SKqAnFyWGPFEbPqyKSs8RHI91A0jkoZj26KmrgC0EKxQlUiwtZmKCexvJ5dvjFf8k1RBbv6MAHHF689mYIzayNHUVh+UgwyqhCXh1YNas2MJw8rvmTVwjj4HF8TI+IwPU1a4DnV7QDimB86viGRwfqpgjEHbw+6ZBUTJTXf0eRDviB/u8dFDyX5yT3K4ze27fagqAvcYvrBkKx6GYCrbB/RAc4ud1C4Z4aQKZiH4eaowEFU6TJGhlqihSuPMmBCRsoL2/BWqQOz8Cth3N8Jm5mS2cXRdt/BGu0L6oBxAh8F+XdSrkypYf2K2G6u3HlihKnNe7QDqWtu2aPRCt4JxgFA4ZYWWZrfRZZFBDY5IZT87O28HmiAoSCCbINmAU36q2G9Z5UqdY6/oH1h/qE//+XgFEWRQJGwe9N6BnSpYTCABtaMGjS4f/XiFizUaQSbVDWBQSI9CB96SqUcHeBOtJXjis2i1rLBDGDCSOqZtOArI99Jd5QWaV1bAXaG0V4VCZEl1a7M1V8wTh9oVRLD7MqzDEZeJWHZTBagQM6Nc4ytUjQ4cVUC/3uiy1LLkxlwH2FEBXgYhM4QIDp7qImLbPrsOjrPtPeRpMToPSquRHWhDY5pWZkPlkPytPT5ixQJgx1SFV1aI21FdaKrw7Bu5bPHmd5PJ9Gh5/DtH5wyMrVeHUB8iNagDiNWggLCO3soooO2UqUTL7sM2wgVgfaTpIVkWbxAUwcsOUlZos4XKI32nxCAoyESGsSwIsduuIA/8dLzPRV9WuB73SPejhUwd+MZdMo2Zup76ziucGhTo4POUo2gB+rLC1ocMuFF9dpy8nsbmzO5Xc7eJh3uv2JZw8N03Kk25LJI30XhqlxW2fDAMdl8mg+iMj0gfUDwCmrLCq62oKuEHGRmnTo4ZErIloJVj0/n40ed+qgRlZHYfwRoUW9a2LoZlcwNQrVL7lpxUj+8p8GG7wman8CoosIs8S5ZFakjaujZAEw9ByE56eeQZ0SIqSJkqLDc0g/PaFey2H1nrtoHOSmQ7DBUQ7nmCyB4fBHhxXOKK0y8ZEE5QAKmf16PeCl6RFa6HTqFHquDQha2KSGMlHV3Hz1D1Z3yADWtQTsQSpGeRqPD2jA8ExXpe1Zv6nq3T9ibbcM2LgEHh6gxPTq4lgyKAewo9qDiQF+vu2ZveDK/7QpoQDGyyw+8zksTpn9y21AoKCT8ytfxtbvVUlx4MnfWv0VSRvSN/OK6CC1rZbsUr6LmbASnNIyAZLxtLFiVvZ9MLJ89SytYJX/EzooA5Q9XVaodimT3k2bu7d9zOOC2yP56r7PFaRAjKCqrPnR1oeL5YQUEjSUCx2YEy4yIs9osPsINrp+T+IISjI2tpC2TaL9yuZ4oJi26xLUKlzuy8Hpx847u/FaZereYhyOBEOM4OtMAMZP4F0neSC/igTA3oIOtU6cWXPw+nCpQVzSfammfHo0Y2bT7OtKNHThaWAUX9OpAqI4swBnhfVpBKOqA6C2pz+CKD4WwBJZGZA0LWQam6oGCyEIVAeWKhB2xJ3KRWIeRQbPs1IWXYfyWDQZ4tepeCiYYW8EjZmK1rUOABKjD97wOxmKj+uRaPwqhvOhJzNV7sQ6qvQQ2seqBdoXSr6v1olV2AUNYNgzRIFQcR3c0ghv0Ptpc2WJyx0F4yi/IXfEXxv2GFqttafguzMjJIdAimk1wisg+pQe3TtsnrxahbLMwd0iVVpA/rh/T6IW3S2zT9uub3Fs9yIw+8T9OsStM17kiG97dp0+BPiEFBY8Pjtk5SXFKSGhawCBv88IUa30oNSlJFTqIHvvq6pmMQiBdxl394kbZPL/gne/ORFw0lAjeRnX80rXfq6PUtuCpfuk1uMBZXyAq2vsBluEMzoeo+1w+QFBZghbLcpvOzhTyBWn7CmKq5xZOwE0PoBJKa0yIDMIlra/tTVtY37ajgIQCjJpvsWe5eLaf1tBxPgTGv9RTfuhYD3PNXytP42xmfaVR+mY7rcbmBhU3Npy98L1z4X56W4/FfJbiI9TFZ4LKBFXzxZziXEhTEku7ijTiPN0pJbgoKMD5dbmD0pVQHyWU6zeC8cqMMKsJ0ujyrx3R8A9qabOloBheEUecKsDm6lCuIaE5y8ob7YxETvOFQCc9OvylrGvAPOpKLqMZQTje4HcO/S10AFkkT3Shes5jkyQqpgqkSpYZU9vJycjyZ8MeL/j+Wl3JPmJfAuJZL9yh4XH7Rm8EyUGZ6BQbr7y/L7vZRLo+LxQT12fJisbjprT7y77RzaQBe18bUUPKaLweXLJQZ3glZRwvYTDvj3JJUoC+WY7kYKrlcnVX4/523imPeH7vuf5f/41NUZqPBQPTjFQ0qFwWnvXDdMP4P7GYQb+LF8upoa0wPUPFhpinY2E8ug6P/gHjPrkxJc7GNziSPlxVlTKhoz26shn4dLyuinfTdeEUUxdmX24Y5FWpPe+55w9xKpYgW27/FWEVb297CZcGBntk8ZhqtCySx7gjPfcmM04PrtkOopG4ensZ3M3gOFRz0QQmj9nPEfVm3zdfR8qI4y+Z50dzOJvXjqMnvi9vVZzliLgwKqfjt/Xol4XhQmkKA3+lNbGPrtpEqJWF6FcuI1jhxNeaPoDsQMjB6BYiOV8BP0nHkILIWj4SQ0XfeH68gtsjhbQE6nbRmxsehGtQ6v5yWZXkD8ltu95Gdq2thqgglVtj7zMJdfA8QHkgVgGlqWPCDwm8CWHC6A+NRziCaKgDYcUWOzviIcg7Gtg8IIDNaUJkNnOpwclanzcni5r3s4jiaF4t+EZsXFAhmZREycj0IRvoNcWAUz8C1EmpN+sn2Ec5+qjAdaiEOj1eAqaPB2MnCwlbavDaCVAEJg8DoFGLaFVEgVRyS2wsKZV9wSzsfkZ5RtNMiHR/xVLG9iOSr0Qxqv1jFpHVTBRIvtOF1kRhkkbpES0nl/BELsbFtRMIFJPWiYpgqmHu0jvvQHdjv28X0rf2gnBkfou6uCzkoK/gXnWbgjleQEM39aM/sgRoUe2b9yB4EBXuZY1s6B1GBgjbRYncbSxWaVL08NbbHBzwVqUGFZQV9cm33YWmGsh81lz+qQSHIYBs/hETftRMJCr76iRWqiuie5Acqo9rz7iXraLau4w0W5MGvwcHwNj7jwz0BzECOAvIQpgpxKZzxYe2oOWCPoIxUUNKzfia54wmFpApRQpAJB8U2I46fLQtLW2sSYKwxbCJaP7DHB1XpehDwg4LStYF9ictuVBCRmlgNKF6D6oRyJBjOOuog2slC+5GyAlg7Y+M0gv3b2qQKb0xWoaN4+AoDB2GxDXj7zCrcGpQJUm9LWEV8jw/D1A2NMIOC3s8bw92B3RiFPyBpavZ59aFMPb+Cqa44Nc9ErKxAGTSfO1SEPw8qpaK3res+lQcXOKCqjnsxj4/DPCgNKcnpFV1QmFzUk19DRme7qgfVhCmiLwJNfdpYRbrrZwfCmtoFTBzpaqu8pHle1nmnjc5pcpN7sdqZDhmU1BelQ1ve4U/cV0LKYqUKthD6t/Ci3huVDTUoZSQvuwdRiJhIl7ysUMV1qFrpAj6F3PEVbmBNa1AdoYtPZ2OjEAd0SYMi5dxb8BG3xQXmZLL0iY7SoFMFKy6jlI7jHb7UV4twYec+8kD6UktIUOqYBYU2tQQ8gZyk+9fR2pzdjLaOuAy2nWMkZ4ZKGSgC5WKuSW7yMLR+8CSC49ONODDSiJQiDsToRw4Zg+AyBZJRHqYKkgiFWhbuvPA924W0itb2Bd0UWhWpI+STRm0Rg+jHKzoZLaCsMBYDSAktEXwrAoPzdtQ0e1SvNZrotgW41VRBFXGsmV6FRVCSBiojD8QJKktrUBRYJJTISKbUl3qNdhsNidOjo4WsgkMggAdspDPUMXT5BlSkV/wkKuh4kJCBfzvXeWYS1oA2vzVV0APiPjzEtsIMeQmDRtoNTCCQVHczEB8IA6YhWLMOKpA4BwItK4SGK3KlQQ5Pi/t9FZmiwrTpp6RFoGVFCBjKKB4hEppfcs8n/OBb4Y+fFJuiA4Fp9HNvRxMXIZ2+XNeJhiJhkgOwY2WY8wskuEbmPPPToz+PjrTwU3WAgN15IoDyAzn5aVlB834CgzktkloVGZik8GBXRg0PkCJ+dBZFdOBaB7koLGNcC8VTx09X4IO4bshoaS59qHwwViWMdHdtKkV2kIZVvuH5FbwRkXwcmB1IySWD4kud1qH3w4wPiYSqAG8mOWIG/mRvuS4B0U+I+dnyUpShZiBTdWz6aplETCRjYslkQQ9RnwD+9QhKAjKB1AR1X4OibfV1Y1dmaSwOaaroFGk04sz4YKLgVdoV4g8xlb9tqjV0Y5uA7/ruQPhF/UWsy9/NnfoSHkvBVGtQnfsuVsvDswM34ENdUZBXqhQcJCh49CG5mcSvqmC04TpZfmg+7fQDGSTv+ZCIir9VPD3QZLSqFjKFI7jbS7YjY9t6irZMXYURvQnm0m5k2qFMsMqMTTvJ6SSlQSRkDv0gk/pBIaNgolO+7VMFeInA4GUao6AzYU7ZhnlUFJCOyI1pLLHskx0K8ILtCs3U+AJMQcZTzqFzCkqruFAAMH1rJrnMgwogOtZUQcbMWzW+8gQwQFxTH/JGUgXDSp3BPzw64XADywkKQjdMUYxchzyMmJKvKVPksgw05LHdjI9vR0dmE2TIw1SQyvoZCieOgYVI1c1Ep7f5z7SYn+OCwoA25Q1F2LJdIJHXlNCMa9tjRA0ILDU/8Sv8pbsZkLtxBOZwFu7zImuxueUJ3rCswAPuWN7AC1IjSI/Pe+sqEdxK8/JbdIGJ4MBZR9Sr3a4IaOgCQMcQFBpX9GG4KhiYRDNMqZGZVmoMf1mQKNCnCk4P1IaWcU3RPRi+uASd5AN6m+qQaawYq67jHUQG+6wiJev8oXGys9ofmmCI5H+AeVZvAX13oE8IoAbl+LMDDJMMlSBEoVtWcJD7NVJ9aGfymOKJc4txvaUH8QhT1DAaHjR9/VFfrj9esyLRNLOHvRYAf+rmcmRIq7i217fXjI3XYAxfps1Dk5ipgQiPmweYIpNW/uAIISCTWN22MOXc+eolhWgpJJ0xAl6rEBQRdrZ6acUUZYW6uoWvevmVFuXjFte1WJ2zrKDVNWQDLaqDrOlxQ4fR9W3PH/qZT28erqEueUQm1Mwa5l7pA7e2SIWxUQwlPVCDYvAeqEHxVb6cTtEMPq+nkm8m05LbLn0qp0yR65dpmSDN5dOy5m4GIEJlJ72alvdIokVZlqvR/mM2LXnmHIiyRjZc1GkcR0dc6P84LTkWOduUMqIJqxnCrYDphU5fBhYT8AfR/K//IeUwhHiB1QsQfULsAH9G8+S03FBSiIasrt2JECCaQohRA0npf/LnbgZ1SaL0flpyS4JFOf0Cq/PNlJ1GlD97gBDjkrloqp4cUQgSgSGEaHdlycplgUckiNtyyY2IU3hygwhxDtEoRDUW/o/T6RfI34A/hUBQMOZLwvJxYNUR3B8l5eICzJrFjXT4fnj/WGxHk2TxuJihGF8sHtkLvroBUZWk729kOt6H9+xGbs9vFo+fF6Pri8V7Wl0tHgtU5ATIdU6PdAz95v0CYZsubkpmcLB6AlGax8UiTYsbFClH3xajGflD6e8X78G//ateFCCaQwimgxMVLalhB0r5vngE0bZ4fF88PH8gEfivTx6FaLV4DyHy5mZx8xGcikdKOjpfPE52xWi9uKGk7QdKiqL4ZsKx8XaxeC+e/E4h9s3icQmlb4vFDa3OIT+EmF9eyXjAJwou8lOI9Vkm/OePEALJeDG5WSG4lrofFNUb4K31FbFpBkNl1oI3TUAd8mf6Fhudk4ywkDk+FiLTBBBdh46PAfHuxEjP8HV892Xde9DLkqM97/HJc6assdGcMQ76SGOHLrxdg0KqiJYVgF1s94gHhSOgSWV2UIjR7xIMBKOLjaFdYeEl0nO4nUYM0Zq0g0K9cxs9LTK+J7kz09ggZVkR4qfGKwitTPfohOrHKyJK//SD/aB8/O3FdYEbK001tXI9mI4uTEAcLSG7kyt+jkVLPwKSbesxNfBmktNDprXtIxKrEZLUmiMQ7IfjFaQI3O92SbPB9vE+c4auRKTR9kWnpEXCAXBH8Rz4QcEaWSrbMvnwPAhCtJdYT+nBhlvKwhhZ1HLV1+0M0jW3w/SQ+UddwNZ2rW06D85pkfJ+315TIT6i4xWt1M1UXT3CPcmZ7+5B6rvvpwrDzFcUGjkpqhBag9IWsge2K+KBFARFV7EO4aQKUDFWuNqGCcxXxbRaraSgcF+Ts+pwwL0ctjXA2Ihp2BvFk2ZaHJEMxsBzPUwVnfd9LYTrtqUd7hBCaF1sa2pQUfyDVGH0GciCCGznWtttsAcNK/uqyu4IOl/J+Dps8eDnJXH9ii3nFHqho2Mx8liqUCD/sS3ExrbjivJThXRMezrSLmjgULuCONQzCwRBQZVpnPbglhUQgywLq2KhnkBjSWtAfvpacR6H7VG2pxgUujFlh237SudDee1UYfTZfprHNBcrK0CKf3pOnwXRtXwtJHXdh2v+um3jN2HaQw3bT/1pkRHhDrQriLDYBqWXFygcD7KzBYRmR0wXMorHxnMnsMJdQEaksiEhfOpG7W30CEq/2sCiKH5WkZkH5TKVaSi+EsLztpnlbjO2WF1E1m2zj8LJ4ExN5np6JCcLSw3AAQ1MuyJ4BwQrVImnIHwAZ2wbUV6C3BkaMN6XeVCSlTuxgqfQS1Zqg0Ehff0WortrIyjtFhBsoFRcx5YlxlPFnmvxOK5gJ8E3Vrh6CObMynhN68z4gEws4/rTIqPQ8Qqp4EBhzDk4gCqv/FQh5ao/D0pIbQ9K7QiUsjOKgXEBueiGAuLRDXppIrpG8RJW1vVSDBduUpX3X6PzoOIzPrRd4dZeHsIaFMH+dFtQ3PvFtlY/ri//H3kSMBhYaerGK6iBEJ9+RQ1KunzlkakQrITUDwpx4sdlRZf6rLJCaj00VlUw2TjCfBCm/Qicwo/A4JHKWks/zBAUTrsChO0+tYuqARq+niaKc/GbasBgHbS24WwqknrpN9zNANi2hTPhBfxha1+YJfRRmHlQ5lxYVbfRphcUvQYcVYivHK3Jxi+R6g7V382ZZVd/D3UzsOAHRZdYXYgtpwZF+WQr9wiiqYIIWH8N9vgAYgJEWtvwPP1kycDcRh7f2jvQGq8gvYFYC4tt1VroTW8eFETxaTjsRZ9IBrUPp41zPM7zaSRVhC6rnWhdIgpl6jokAPdOD4JuNwMLQWmmCNoVMTJKTv7arugzIQcy44N99zoi0g1OEF5QqC7T2CZErtZYAoIQDeMBZgywqZ9jzfUH3bDH1bQfFMLkGlKEDLyhI87NGMn6HR/RmeRsQnslBSs7YbsCoqdg7bkf6YMS920yJGjRSWpa21GwXXGeldOSuxmP0kldTq84QgREUsVolLP/3oddVqB5B3fx99mLVvDIOjtaTjlU4fF4Z7It+e8QBgV4BCe8CSdvJjnVmvKEtRBRplzK1I21d4ikCmLnTb+GS2EfFN1/3Tnua4pqKz0tkgby7wCpopm8W9w83nM3g5vsapFnZmcJLyi0ZhCfSW570Ch0W1o1KBnNHzVyxua3CgnLjVkZVWkSTo+wBgUe5jRBD267AuAwZ6xn1ZQVLoN0Gomp4X5QzNd0GouLWM/sftTYlWnxLRxtfnSqS7PiUN88O95+rDjSOZED0COpgiF5H2ts2GVF19W3d/cOhCmPE5QRi91c8roBpufdjSlBBKaHOLTgBRkQWcB5Gx+viNWg2jMxdMLH7HxjxxixxBkfbkDKTPIgcowevNMikU5QLfuJdgXQVJO06E6hF/JoBrWIVdf/CONKZHNTM+MD8POOyJahCIrY/HvZXTxApNjeHtjcNFaDugujNRJ1NIOL7NjalOEZqkDM/TZfnkrLL+iZ5WM3XtEWf1zY67aBpJ41s4+zeTOfyYd/H2fN/OtMn/tPs8nkBb/zRgn5+TgTE37ms9n1OxMQR0cTENlMANDOe4v8NHVl2e4+MIIL/SM/cDnLYAZJzQt+xVwfrc+MTHHtGMun6Qg7A/mUz/S8Ehoj/Vi38vl09jj76HgHnzm0RE0NBvxr3uwOND2z2xX3HtJUMb/XVJEflcR0+E7Ly7q+HAzFCNfT5bgzk2e5HX9RQmNcTs8QCEv98o2+4Lfc1CW4Ti8NMb74+7bkTgDmgX+4lLKzgW2XhlOQ2oay+0FtidT9CdPhqbvd6D0s4N+YjpUnROCT+YP73P5An80F3qJG1EhNwOpyuvkCD3UG4hNOo0h+3K4oMq4QLjZFut9zjw82wZ7rRXFRFCcX/L/Q6wmejWF3wS+r9a1QwIiv5Gts8f/kUid7yLyauqfAF3/kS+a03H3rjLZwq4Z6r48igjHlc7YRk0E0/gqRXr9qgF+dCR98DRe562kGxotpBSOx17nCC3AxEOF7Udz8mtPEmMImb+CfDzAbnCDzi5PRZ6lBBc0qgaSKdpFx9yGzm8EcZQVp5dAEH9GOj243A6c4/OD1PHzQM8o5qnrvvfoUY+puPGBYnzjdCZ17pqxwPMjJGCGiuxmcxPpIpv3JwLavvE2u+KqJ72ZwEXN/Ub4x46Mov7TpJzNkO+OeN/vi4CZE4OD1zCrPYGMJdjwEuy9PGBKSKOzzjwmzEbYFPHlzopXAr+GqrWAfYtZgojUo2ZrLdyyyd+Ao/es9dOAELi1F3I/2QY3S8jdzJ1AHuRbvjVG8s2xd/Ho/m5+fN/vr/H5xjryqkQn7fVDYssdmfKQaFIZmq6uI0q5nFsbalF100wy0ysE+Kf1ou8JAHUOV2A5fw3q07bWmZObOiwrkaer1A5neb6RaxiZMb6w9s8Mj72BfJmqaiaMCuesrw/oluOpIK72dmTSs7aiglFtuhP1Gu6I4q78mp1JE3d1ydtxZWcmBgQwKdcFBJAIiqdgJgO1WCmOPssiwQ1vIwdjLs5XdGUgwg/Fqd7BPXxvvEjKcQEPLzMCuzCK7pevr+HYpsda2LibnBHQLkVPoKWHEfpgqGH5p7FQY2TtQb0NPoKzIbufnq6I4l17dZlWsPiIkGBiaKjo7iOyUxaz2gym+cmwpfn1eosbaMJdlN71t2t2en9dHGTeV9TqivtJpITEgb5k9xv50A7kZnJcLPQ1rT9IH1S+bIF7NqiMCRB0Xap2W9Flv2pnZs7p3DHxuy+8QU56USl+J+4YKoAK81rZJSO3cMFViEa1FMayjeOKEj+ipLiAFh/78CooIq0N3q7ZQUA8wJmZAVJ9o2e55hOl2P0q1FybLpIxr2eFN8fSrkLwKhoj9NEME7LIHGMrU/A5iS3yn0HPx8GOSEKnkHRj17PClP7tYzSQmDISQvDv24haIdU9yymTIOmEIcZ2pFEwbWYvHxX4wEDNAuRnF0SFKBhPTMytvfRRLMzuwFYsK2IXFoNhWsbuLQsLH2WcWMpkBqB6UQiQxyRZlR+fUIJcfI/w+CjNVapBSQWtha9ul6aF9UBBPI8YAkc621EgflO1V81Y0bmOOos91jk8ef0Bo3mziSaqgk8gre5dl6IVB4eiHhu66bWPV7Y4zhh+D2hxM+90MeqeIJlablAgsMdfCrHF9rfL56ytgunfXTXeQ3hQytTzWkTpOcad+6cV0MXP6vqU+4o1X0AoC1nOfEuHdx0zbFcbUhWltxxBWZoHIRsfwoGVIZyjuPujugSwyuYLec93UVOUJGJSQiMxpbIsEL1Vo6DUHdjmL9EGJUJI7WmiCGR8cdNhHtmvxe2bVG83G2wuUOrn98lax/Q926hfb0RkfXic1dQ1fu4ZSidJ123aUFMRqyLHKSnw7DgSF3TMrrrfrM29kQeG3C4j2i9GvLVbk/AoiclRNMF4hekq9nlkJoPTNDev+0UxyUMa15iQV+Igj5TK0YLB/TfdSqmQahSRrHuCFmsLXGhXVa82FExVeJTC+nv3DGR9eZ0T8/IptsJ3PPkgVe/Gduyc5q1X4rrvxCtf7AEPqrZnkwU79yAKLWLr3h26kgiErPTrQo+16MhkfLSfcjs2V5QJM/eI4TBUQt1188JKUxDYng1JG20m8k1yYulrfPpomp20cGcWjhuEpX13hHh/EfvLBdQUqeW3fT//XzJkFHaVxIYydVCG1IzOD1yAV7egeBd+Ojt5zqMoCXvKrmWyPMINSxyMxx57xgWLTY2QhOrat5HDe5hyObdN1kvruh2WFymkDOQLUApumBhWV8R/MJDdChMHhpgqvfiKQ598ZEtLgjpaokoFZ8IPikJiAV5mN1Hw6CNPwJZx2RTajeI5ISuFaxlNkfYVM17bAuqmKj6AI1WfwD1KFRAlfIWLZLSsQA0Aq0y56sP39zKCQ/kA3KFAxIq0ffGGqQCRgM93xprhvRwUdggc7h8zAlBVuy4CxlXB8FhvbZhXOdz9sbRs2qRNlzT03wuY1qvKfr0Gp9UmsBuCWFeBH2nyozYnwk2F3a39q8SRWW3HDVzW1zxfagHThjW1TG+m7IubfaA2KpzFLYWYMCNPatiCZyjECyE1yMrbthg5zo/07J4AYgnsui3xzbPvgTHL/BDDR8A/3DpQ+Dc77sRcbIoruxwgD6SIH3AxFemYDCYNUAdfTabQG5WZQcD9961QX3y2pd7JdYYdduOqISan163rgFMyZfeVmRtfOHiPgzAj09t6BB9ZXUNi+BsVoLr1K+LIyS5HxkxQo4aipQlSgGuMbkdqYMdd4nB79aVZtd6kCZJJXCFNDSsdoZgUF3sCILg3bKO7ZwUJCGmtrW+QR62SlMz7AlVbxI++OKd0itDoxYrWbVsSMV/izn5QPU/I0NvqgEHcEQwYFMzhHTkhB5rRIpQNDMpDxClqLFe3sJKfafVB4N4MydnPVBVywYFJFz57O7qs+WnRWEQhLSRdWNBIvWhthG8awMgSFbCglcCaaGUOQalTonSeaFzeuKvVQgxJiwyGYvQbz1CorlEzUlMBTcjPUgc559Lka9nknSumK7nsla/qyfHO84o2yYtuimEL5K33a+MclTWEIKbY81wGmPKeKqtC3ciHVmic+kFpNr/nwnaGwZLp4lEKNtBQ9TWV3CDwyRoGx1kB0MTg5SKQm8X40+8iNmdQ1XHg6BIiqe2nLw0kprLe4dF9jlW9BzH1maWwY4yU5PdCTapWmuOzTW5YVMFVaWoVeU87ppFKEinZwacqFSEhjWpWtd0b7BsLQKmVCk8JIeuj8CuKNGtTVsq5no9EqG9eIIftfxtPqYT9aTcec09nc1+zESI+n9Uuzy+d1zSOz0mRccyLmYjrdwOocROx/yL/U2fWo0QNCgKXkM99BNEdem9Ub1uHfjWvuGVF8qcfgn2Z/SgQC/4ycMuV/XI9lO4jxtEYTLn2a1s/wWrKsswaS1mP2PKW7ab2DpxbjMfekmL3UsjdbPp1WTZafgwgRNn2pxyx3buqxSLoZ1xyguKqn5F+U028gakDEwmUynYoQoC1Q+O6mmwrhVoAT+Z+VnJSd5mMVYlqPL/CY1OMERIuyFk9uairRtCviGj+QKlhL+PsyPwbvZnKXf0KwF3n+CNImv8s5+HOTy4nSq+N8kla79PiYc7D2ILqBAPP8d872TB+Pc+4D8SnPeVBMupjUKCcWN5M7bhYBq8fz/T59vJOWcXGXT9YQGrRzRL1FCd2no1V+TE4NnPuEtPJpYvgf53Mo5SY/5m7QSXkskh7f5dwdYgGZIP85OEGBt3ikpEX+22NavaN3zlHyLfJ8AZWs8pyzvtZ3dyRqi+P8EfFtfpyzrGkXd6xdkWgC/reQkJKe3OWPsHp+TElRwN8L/09wdd12+tkXE+F/nh/fQYj0+7MQ9e2KSNo4kCqY4hKv61mwik1v8Co76kw/N8Tmn40pkA1oMjxYkoUDu2u9jqHtKHYGIzzo1XuB1F1q0nm964Ny+K4659VUM/xxcMoS30aOwDznni6dLJ1ft+knW1LjXFpMu/GKXnYFH3+0QrUvMQ1Mz6wxNVbddoUprLx6ny5tGvbosF2VGrJYslyT8HWiCV7K+SR+M3O0Y39pZ1Wr/bdeH5JhJEw96/0+xF3rkLDW4nUy8G3k0BOObZuqWAc8PEgNrHeJr1ECDnNmHXpFvF0h5FqDgh0Q9H0JqjXc26rUGpSUe3hj+El5QBeZwmhOS7qjZgdSki89KF1AKrEYbvspS6Ih2kdjd2pWqOJRqQVPJlWITFLQdnsHCjNEAVwpxhAV+EIEw235bIUjXuyRGNemwi01JVYnQIdX3TQWbUsji0Rmxn1mxXO49B1Za05PhzUNXt3Ib3T95oyPA61tVvdlbJsxEFUV6EY7n2XHU04eZHJBRBedmJnkrOgb78FYpAaRjGpDRGmDDqlCNbYVX97rPCj4TPmKf0wE5KPoQ+g3nEbSySSO05jtCjhMFcLvNO1itdbzhQlv9iYrpTs0khct6x8ipDiBl5CF9lXdFAw/UkIoK/2RGkxlxofMMuGFjHHbvv7F8Si199rZX5sZHyJhgAM7ajIwNVUYd2EkkvFoXwlh+JziU2xTVogc/OEe1jUHNq7CCps1uhZPGjh4AWLlfm4KIDzJuL5YUqakFGOa7dOVKQHEqIfsfCMtvlRW+YG21byatrjppDiH1zIPiobCQRmnn+YyWUTcwFXey+7LkPqVvuJLsbSXxZZkx0fSoviQVAHAiDLB6yQovkqY0I9ilZGuXdUy48PrBDOQ8QqVhJz7G+AzgkK5yGNnrqHeP/PPKivwKHFLLPZWFU5ZAYj9HmDXOSSvTAQGaCyOCWe5U810sMa2hUwTMKmVIwwNaxnbVt0YyL7MTA/CXOlA37W28SzUeCsx0Dyq34V4mAelHHA1/QDGTV66SIcaFO0LDx+oQdldurjrybzuQEEvsgO35w4EnRQ+hj3JbdCCubUwBEWHwfsDRFpnhSqiiuR0MZg+KJeHuu3ZiO3xIb6SmGjDH68AiZYYlr6lUcwbbVcAkcAwZQXC0cwgQjJlPAFiQTGSzQh9eDUoSdPbW7s21yG+U/+tN49DEAYF0Pg79YtenO5Afd/tLOQh1jM7ksY+YNsId74RNNduLIOm/FVHykXWWloQzcpG2HrnhSchY9u6mYH/PggKpsorb5MNEcxJFSIWjIc+qAFabwxiREJT4WTBDwoWx+nOH0UQW/7kG2CdRU7V61KFi/Q+0okbOb8C7u+DZZmxVEGkL1oDE9CmpNXqm6SKSDgAMjtQMk+peTC8unzNG9tGWOHtz8z4QPICL3vDuh5SbPtKl55ZExsGBKmCrw+sxXMyKPh6e3AmeSRVyHnbYCp1tw6aKhynGBPZWPLE9zvJQUWte7vgifZu2a7QZ48JHZKyAuAffgwO/IQwSBWUNYsti/TLCqks2TM+OsTLilFtq7JDTGtRpl5UEE+PmuiySO4zG2DN/mzuiW2eBbETwABr2a0AuvJSBapMrMMK0x6G99srVAvWoLiZuIQl/AFLEjYHyorvng8Zdl6qYEAg0KT3xoOZB+VDR/EYMyy44QvwvTB1dEZ4o3gSraTLJ4CWFR4DYcoar4XIzjdkO0G2JXnIgGBsW1KX6z7yiRbtgzYv31pfIX1QRvndVZXiBwVzsEALAltrTMb4xQkPnHUkIdrJ0CEsYY0nvCADvMk3w7+PaFnRwUkWt18iBYgK4HnNLyvUH477NEJ5DOtmj4+odrrWNglZWW/ZQ68xJEgVRlkhH6+sgKeCKp+BaeLZoKuEtJosBMV2527ovldsg5HHq4cwDV/CbY+rrq+wDf2T8wQoFf0alNgKZVTbfc9sBKasOM9XrAy33+txnZu6XTi2LXCdFQecvISqhXNRZRw4F0/gezRawvbxoYM8OvOg8PNoBphRvIhOYeRIHGtXCHOXNwzCGlSEPWxJEPTtigikrLioNiUnSKRFVt39f/Uxt6c+UFbo+QY9hL+34Zx2UsRWm0sGwZDyZsYLU2U1gEEhtTobLtNOLc7uzbSCGsxbswM7ERVbMqXrtmMH2hXvL1wyaJ2tbUv56jzcjyz2TyeltLbxjQQXUsV+tMh0t5XZyy/w3STDPUg1KCCj9uHIRAOdM8vkbApngUkV8KDoUzPdLzQEBZ6k6KBt6YPCPSn4E8LRaKOBrkKSjgVOlyoGUzh7KYZ0nwYdTAYJ2ZEN0G5Xg6JFdQZfPMhaPNxqJc+w6WYa07r5pP3egTBUhoJtqZFOTZWt9EGJH0GHFxrJbi9lWaRk1FK7pmip6ZnFUwRF+QXWR4v6A+x8yLh2dJ5phIimish2GlBFJC+JZjC6H1QAb3afIm4/mr4je5rv45XRaLEdq0u8hpP6iYhQt8HsQGA7+iuSqvbDnuSR0Ci0Z/ax/oQQKWo2Uc/ricTvJEub2ya9bR6ub5v11/XX9PY6fcnUQD4wavAmva9S0vSkNH2oaYh7/d42tNCMk3T90Mg9Ph355g+w5k5UdM+8TLOElixDUDc1DI09XtdfcU0fqiea8pMKW0gyLycOpcp3Xe+MSyISDR+uP17mKTkZKqF8OJ/+vsbd9YOIz49ICvdpUx0DIV58ODuheEInzNdf4dJXMIV/U3yMMejn9bc32xVThMF+wVF7s7FEwz0+kEbyb2X9FzdS4LYIAlyWRzVNus+4nk7r6fIMFyXDS9yTljszqB2QcdsG3p6egb6efhnjoec8Xn7jI4nVqJx+KTfLZf0F7uO1kso7bmGhTzXJpn+N6y/l+HS54RM++FIA/B2d8bGjVtbldLmcfqnHENkY0HvcQ0L59dTluD5dQk7e80t84R/sq4BKJ1iW4jowGJblkXpfHiASPFyXm0/VEZPlkOPZMDUopApkdAtZPL/KJlJcvhs/ToDvj/i+n7zH7c3k8aQQk5v3+gNwM61v8C/v1RT0i4uTRzxOFo+0evNeX5TZYnL8OFnwUTmTxaLgo1AIb9h7/F5uaEaoY7g+Tgqwwy3uQLjoXtfjhSFSQghyc2JTUjBeHssXsXTzXgQwL0kKOWhAD9De4+TyCR6SO/pdJbl5pKcGh75PJu/f58sE1kiAP7wQ99+/p6TUBEjEj1TP4u0alI5tL1j2tKuMMzFQVkgdPlpWRBHsZnAQm8OVWR/RPSDiiJ1/EUfsvO044gvIIkhlmsFPwoxXIMLLvwOTKiac0cNAQBhINoUyP8kiZUtkygOKbb+PgogdZ2s2wpaahoUoU7S2Q3mjZ+RGi/3zWB/9qDYdy477sRWUukI1QECaHuiZjbs/30iqiOgVkLJiPc/HkyYdpfkfF82q2p2LEqK7L3u7GWhT2VUFvEm3ssie1RzF04F3B0ksKFlZ6VvYHe69pKLvI53k6eHdDHz301j6k7V4oaR++of3gx01BXpapAfZzUBFjgypsl3R5uXy9HKD0qJJyrJ8YhyFFNEM6t6tzLLCHKnMolyK7lltemZRFDklV2RKi2rNRzr19gRXNu48KE67PHSqizKF5yz3Ze9AGDnBHltfEfEU/N+PbRuADZi53YmGdYN2hanNxzKo8i9wuyhWJwVTVFMsim7SWWwtnjdeYZxw4grkkJZebLziQHcc243OLsBELCikj9A4auGzHZTaIntzT3JXDzJegQsEHxDZ44PgeIVGvx7B+grh465Q5XsYy96BfI4ERF9WxOClCl1/UDhRQK0uys2dxCE8wlGKimgvx2J5ONAzK0w9H0aC4rXdkqnjb4HbHYmI0G4f5ECyALGosAfTQDfRPqh2tEDW4ckZbLdCFexTHljWoTvoNO32gwq9APyD8ys6+7Yo7b4pCu5EdzQp5qTAS3x9tXbQVBGNEzB204UfFCiW/M7bDpxH5eKQn6JJDQC9yzvaBxX1VbSs8N3vnk0NKsro59dtw3rQOwcnzGmCSz0EmIgGuSKVieUxhLrztdb1LkX84VYb3nD/cM8s2Dqm4aojvI9qKqhBxfQM3sL/ULuC737+BDCdByKrBHrA6FFCgqsm7iAEM1ztFXQJDdx5UD1IC2FcG5EIrPwdlYm//RoUfS3TRgNEUwWd96XVYtfjkSK591MxO/inugCsJLpFD3RC9bUIilhICVBWHHoXrUHl9rlckMssduTZjpRdFghJt8k+idQmo2UFanCSVrw4p6cJ2kBtm0xDeSMbYa8TdjUHiJUV6RV06a8vXoc1KPh2yz2zPYSnujAWpIltKhOztqPrxJwWSb8EeHPVkbkxkBTmL4vkIcBcSYQvavLwjnoJf8N52xZkHpTraUB63n3pZHqqD3+YXxGO4o2aX+M1oEiqSGUBp+d6ZGyb8KbHE0GxLVjbMz5Ec/jdci0ebgMFCH4+VeiUCNXaAAaFnMYMWK846Tvm6wMzPuhBf7wyKLbxXk51CeG3tpGXNstYu8BUpl0fR0+LjJzqQlv+jBMoNdLahmkT2+6FMz6iChCYPqgYwgwKTvzudeJYq7GX8OZ2yEy5gjBAfMaHLIv0Y0Q0W99NvCglT26qEOfbn9+pf1RpqDl60HXbtkwSVSKeCmZ8SJRqnZ36ZYgKf8lSalCRpjbw8+0KJfOqqfutFttEFw1IwRjs6xawyopBo2iwKG9XkEBrSGlsWrhU4m/vKBMUm5I5h4ju8UHSgNptV9Ar+LHYdkjpup8q2P7yOYouQNydX+FGJwO0K8Q3EejegcqSJQC+LBCZUcCwqyGwMvunLMdWLe+FQILBMO7dRcNAMwipl6p9Mz9X2dKMC1AFdlDI1nyAITZO8yLEXQZFA/xcDwkxLfJGmOIBX7+gBoShVtK0XSFkuDrVIfE/JMJbvmO7QibWdER03vhBHe6q4TDsK7OujAK0K3prA2B5SBXerBMVgH9ynqjuZwO8m1EiapKjw0qkIookIud6ejx0B8qNvFeJDdhW5pVa0xNLxQKqJWpRqvdSSVPgSYICBkqikQFX5ANqVTjSXsqt26TpK04ohLjJH01XKqjoAIMCDMSbAiMmnqAPRH3OMaMX5rK8kOswtkX1XtcNq3e42CMtknOkkk+J9j0calcQ0R01FQwKswZEFCQysY+CnsY9X+Gb5nn5JU9y2UyUguKFULI2KTtX8gVuQd9lUPCCBI/JR4QpyDgeD2MNLAQFvYRn1Q7u92mxAjs8UBmqF1rQskKWSytX/C3mohD8id5bPYkKTOkTRfppkjzni+titd/f/v4eHlAdbtvr1Yo1KJGGi5vY0mfG035YyZ2IzZd4p6uOuO5n9ZIt1rhhBpWyi4YUq/wcxEXJJa4pTwATf1IkH+yZNbc2yET2JBd/USi5wC+SVHTBEaDGlVeWiyq7ep8qlnbwxwyKV43uBPXCPT6Uk7ULjaxKUfSGpt5JO4yIcgG0D6p/JBqzx4euMMNVL6ZdoY7Ns7Ku6/vHbnLIgFUyiU0egFBDpO48MC+lBZOO5knyVUyIWzmXr/P7KJ0kMwhlKrNxFMuDNajnuuHZTelsPiNJAzCp4ILHdjZrGkSX26ZZM4N4oCkXVTTN637f4kKtwSrXYzSN7ETZNjNURlNcuEqjXc9put03jexJfguGdI6m7eh1XVdMOuvO6lycrStZtgGZGkQScQ6PVXaLl/strSIVXH+cXd/Wj6la3V/PZ9dQNDnss3fkpLI0i6eLdL1CdXwykrkM4At+4LifZPmv+ZoMGvodxrjjnAfGr7SBO/A7icG4KR9lgUaay5BbekvaNK0TCrx9WKuviuwR+jE9s2AZQXyPD4n0vxxNx3PEkLqUImxXTl/SUcLRczh5vSmlOp6X5eZrlc+/lIwG20qIRovLKVcoI9rJ+ZX5ZbmBysDpG+olaVWWjMaTspwiqszr8pRxNSnLDD4rLqdM8Q/Z0ZIp4LeyrCEET8YC/zZblsIfVpEBNNmlTNhOjkrZd6EsywvkDtVlmTR1UVyW03PwfynlMKOrsnxp7vPzL8I/vS+nZbYanZRoFN1QCORI6WQDO1dpUS7PTpf5An4sN9/TUQ4/l9PNPeQHUQ5j7sMwAe3LHMX25f8QTZwu62a0pWjldDerT6dTpIRHyA8hZlPOgFrLfwxMs2/sB3U1Xpwg/7wtFotzxM/5xaLYj+bFxeICukmLkwuWRPOTi0VaVe2JmLari8UnsP0I06JBZnyBLLMdnZ8sCrjSFAvkBfvRh8UF5yLOF4sLxMC0uCh4CjCsFkgszckJzxvYf/iy4XnDcPUCQlwXjxACQVLIloSzk4sbEEEI9lojVVxQ0hSuMov4ANHa1ezjycl7IVpIvg1On9rsuSkubijph8Xjfb2i/En9HiEzfj5vjp8nJ4u8mjdVNimr1Rx+XFSb2Wg1PapwN909FrNil0PuSX2c7E5ObjgZqEwWK6RJCAFPpldH9eQiP9tUi4uX6QlSw4b1gXaRIdwRGd8Y2z6wHxSz489/mAciYnWAs/vym+CUMte9mOsCZsta1h6CWsV/eDLxIdjtivau+sjre2QszRUPtdHOjvN0tpusa3OyQ8HwSni8xyJDEDZVhX8YZ3LNq9lcphmk850UTk2iKmdm9aG+2H4wXXHNi+yO8FZl9lCqgA6SLpD0ApND6WfoeJDjYJBrd5SDKlHXwCfSxOoC+dXQimuwz1FWZQOeliS+ELCm7mv1h+grGbTRm9LQbqzMk79Z62uSd/PR/I88Ha2y7PtF8YDA2Zx8rRejFdJT8ff9vF3smBQnLwiPYxluhrKnOySOk+p+rn1Q+0ki+3KukvcQsLjn3L4i+zBabGS3Nh6VQ9X0PbODhD0OrNsmpF3BphVLjs53UkwCnQelXmR7kKC20ttrKg4/rbzAApKvmUkuAaZ0rCOSqVF2r7jWZiquANtmDd12AdK3d8wonhJprWXLUljYCVHXkOh6Zkm0yFCwIETukSBWMhmvQNlWo2yYVM16+p4lXV2eJXxmesg/pyizdsIvnZRnMuUsf9Cx7abirjAIL0ksSEBNevsLkhGyOxrvVxX3hWl0xkfvSQerwzWooA+KQnDGh9HLAGdAE28lfvqTMwTaB+WLsqPWfa5++EqD++W3iPOxibxfZWMjge2azXSSsWC5nrwsbxAI0gpap7O8Xu1/26WvdZYnqOkVFRpM+RPUfM7Fm12sXk+qokGt8eN6dC6p4rbi3j4o00X176vzl0X6y64Z5dyTCbWt9xUcSLPTN091+endl0UGnlIewFurpbqKr8WLhc9oI6VSF8cN/KDg6zS++/KQQQIas7p2hQs7g4TWQHqbZJPl42uOCDxf0OpxvWp2Vbufls9U8V1WvDbVMxxfcN+z6oh7Po2+TnLdA6SANQQFqrQmKK7IdL77+2v5OENeNb/noY80+e12O5r9ampQYWwC/sF4haCKTY7yhvmRG0D0SNd+1wflo1aXXAH9oJDYHYw3SPh54xVslpq9A31YTGf3yyqpqmTR1HlToVye77Lqc7VbpGlePlXLqqp3VVKi1rp6uduPXncsjzdTWNlV2S+rpMbN/bvzUfPXBST/WB2zqjP/zP24imzSTO+KumgX9xORcCVrhx8uzTwoMfPxT8Yr8Nf6yyIFTqqQHgyExXFk4XQ6ZjMjSIYTbllq7nv4QUExDyx2tFcdmQLkIX5apBUV5vmuenr5G/nJ8aq5QHX0dpFkT9K3vkrus+Xk4o/sCTVXNKNZGU4fJ4izk5PZ55enLFmh6MieXpgbaVkxQ1kBT5xrlXsxb49Xq3yWrk6QiNAEyFGS7BHGb+0d+Ea7IkgVUEY82NxUAbGHFr+LA2PbCD/Qe1aCVGGK/whnJ4OCiCjaEbKmbuBAU5UXKT2O8rbtZ3x4xAFmJeMcsjsn7AdFgfu1FOZMrChrgjjX4UC7gvDX4kV0YAyDtXiHWHan0LtQ4Xz2QVkR9YN42T2Fnn6OysqoIKkiHqEcWFPSLHdjbOfaW7XImGoA/Pc21OQhv0fjWKDtirj7b82DCmYH4hsldlMFSOhWzD1NFUF01TEKT9VhqsCHo7pWq8EgUmwfCLqBqekfNGB7iBZhKB37o4e/2CSDS9rlzg3ADWO5iG01aLRd8cC2O2H4aguLOL/PpELAF0//hXaFBVbutzxZOLAQlBUUPpatx+ZBgfY7yoreDx2CoCDT6BnEQQYJbmm0rLB2M6BrqkuVVDrE4TVjfi0tb+kDZgSQIigdtceLLiaYgG77ObPnxUd28tMSMoZU6l8ka5tF0a4TZlHr/PJAa5uP/6SsIDjjw2PjqYJeYia18fRDaKowvhjAnvfQ0JvcQQ3sZc5sQOq2K6QC5xwROMCugYnakQa689SlHSl6RoIyWSke6VpnKtVCTRHyT83L7ECjEo5VyHSMVmZ8DEMjX4+OsvNR+utbMz7iZYXQhkGBQHOnL8OApLbW8Cwl694+C0e8AnRlheek7B3Y0XTYRDqW0qlbGYZDZGVnUJJ2kW1Epy87E0W7JryZady7L9nlMDsQGQ0t6Gue6iLW4azEOaQKyaAUMDERW051MfewMT9FWDTtf2ZPcppFU0VuKbjHfaw7LrYJUXQxKFyKmd5HXYrG9cgRlu19NCuzxqMGmBkfDlLZoTfALpR05k3qV7SVM3mt4bzibP70p7a2+2C3cai1jfBFUNhRVVLkaC09LQOEwqQKIe5iRWtv4sWMmM60GdoVTDTuvA0lteVLR69+qpCmR7P2Uw852Rkk34PQ9EEZINuQeQpyLBlt6I6YirZhBwgEtG2sWVak7iEcQPPQpSUBR3WltT1YZRZFrzQPxkAwv+Twf7YyPbMeV0W8tS2CJkcZUOun3uAfeKoGExjgu8nu/1xueBVz/cOvupfb4cO/0zO94T3s1/LdVH/QBl3oPtnmfrmke/IopGJaPfGihryjrSw7/ZPOK415valeDB2t41+fToWpiDo4CEnFYOCBmz8vSZndGxP5gOu9ONgb4G9zVJKwM+J7OJ+Bp96KUc2ZrEdHt+/++ZxZFo2rvEo6vHuHX7IzTwIaPcMw+Xz1e5585t2AKzz9be5pU1++e3f3DB7PiXCiGX69vf5GkedCSdApA0skkUYkOAapb9+VPbn6Re7JVACznt7xFs1pYwLKq14CmO74ovMnaXZyt3t3DDLBO3quw2dxQAxAWnF60nKSmlTB9BTg0IyPqOG/+M8iRVnBElvXbccTxuHZgbF+g/8qmF///xKoQckkXjM7MIoDNahouXII7Fz578PPpdcfULkSa43kJ/Gfcr8ptZDoxjv8SEkBDqw6cms4BqxORKUG8cAEDzHLlitBbyGf/LqKwCGLcT0MnxrPnRGuwxwq4CcZG7KYuiJw4ue+XXEPFdQ1JVWY3mMPB8crLlDwcZqGBdTTvATQPZ0vGis/g0Ow6LGlSZFUVfVdpxkOIJNt61QShTKR7hAb5MHZfg5g2Cwm1k61MCCJ6wjj0HmeVDsOfLq+EI5+9t0uqiqfuaYtKsSoW9rutyIoBz3kUfiG7g81Z9Mz67smONCuSFd1jdrgyvaP0HWDxBYeiseM05AUMqsRsHvjTCKY77KnlzrzApiFkso62Dh/GmdP9b3jvHrQUQQgXUcXJSdsDdCJIjYl1Z0+lpunLOOMSSecGIkooU3ffEe9PeFkMhsQ0PP9dlGBMDvLDEONkKH7BD1pzsWL4kAf1JzDWk1SRfdxsEC7zXO55CEygI7fRSCmc5mWNOFB9HGqHqsJpzXmTz9yXjp9RvO8zOZQE5nGPAP9UQ3bhYx5EvEO9wHpjUw7+FnM7nSs7sfoy4oIDoxXXHD0cFRsZELJm2DGP0t4FBBw0BmBJg5OLDpA2WdysqZynxuub4Cyz5LJO05RipZvHeBeutjNRYRw00Yfq2TSSP+qeT4Ew2bBg3x+Ck9vtCsO1KBO/qK+Vj/e/kXj1x1DjndeedwDsdeEeFqQNk7mxtV5de/1soSAj5rJ3bmktHhhKCDjdntxVo5rnbv/g0pfgSZyXe5+6Ly6OI8usIpCywpIHZE1Pl6RLjhRdVRknLzzNliMpVfMSqjeQ+TMIPZyykeRyY6dBwjNHsjtaP2+mjKq/9D99OKXOdIPh5Rh3Vp3YQOGyMnmi5tJVXMYR10JQWO+nnw5fpwkG84JfBPCJj1+dkqqt2D2mY0i3tpOF5JBrTKedPUGjNWUk69ECQfJ8VLqHkVW8fwtOerlLTwsWC+xehTj2LarOzh9zJjj1MF8dO+a5GVmKhYxaEBuf+dEwNFE9rZ8C8Jnfs/zxn4Ob5UV8T6o9mbzYTt6PeGuaW9Dst3134yVuEHQxKSikiTrQu4kMS3aiDDhBRgej2aI8g2020m2+FTclzfI27X3NwZwZUKgq5OsOTAsDFBOEKX/b0UpP0l8fBMgXuuEwJ+DKSuich5oV3zICnhM9xJ8E/AVxMllopY4EePWqRghIZUYWaPzFnQrBJQqYu1NLMZlWS7/nMrw8TaywM5gq5Fh/fsLFReTEugsL3TeZu3XuwNAvjlHrt/2zgAtKxglQhzomZXK7HwnkeMNmKrIV9SgENEPZNQmHPD+QmZFIH6+ITnepqPiBpWpJvlhqgCnZjabn1f1BRw/XIUSuQo6fpI9/0i9wCpLPo5mZr7rW2hHzXuZWGOefwTTBxWonAIemvGxYj/7E1c4/BDXebY8qpO5pIlDSqb5qjyq77O6QlyPNj84pUPxQYYUXmSLqjdh2OQsKzRBxJVCxoUMXFBOEB6Q0wiQru7HWf35x97fMuf4GSUZ/CfaFRA8ScykhR/h9juHAbj05A3QkfkkZxf/8cG41ktyu2A//084r/5qPxWcno+bA/6Uvo3ZDXiy7Ti4E6J7VfyS8BDQH6OQnPFngaCQq2+HcktrWySFN7SxHLJm4+HQLwpyHn6giqiIkRg/GemECDLgGQGMlTD8GQqFpV55h7/+G3GdstPb9s/wgIV/CnEmZKhm5ivQVOH2YxHUuWlXqLCdyHbkoo6Yc8Q/Lk84yAClS2bekBBEciOaCJ255wXcoEGPGKZiwrfhVRRoAAMA7pKe/6gCcuG00OvLDnSG//5HvwNLsAOzN75Gw/S3mBgO/RcymK8hlT6oA7m47NT/L/67oKN4CCVGJQ/FMjbF5l/8b4KUFUwUTsJoX5mJFNNl8ks3Tm6AshVG7/AnA+mCPEn+Jpl35cg7P88dk86AH5kD0D/w7/kdLArv3ljsGIsCvVFC3PEv/Ni3im5SQ2dMe5AQ34EIziu7Hr63CL7mgzgvzA59hVzt8akz6SFG+lWDvDxKmCSsnk+BNAqK8TeZFvIv/ntwxv2tRfkB5hMNr/8ueBNd3sRnc/2/CTmXtSMc7LoBwAxqv03ZSrU+e86JE1N898ZQnl71hs/dlaT86LNa7T7KZzDhU/8lKT9qaWDUfcyjUv/zj9oD3+1rYNj5yfjKuqqP9L0hHWwf+vS2foqYdSSmC7vUPphO/jl+hsn/Eof+TwHCR7//KUDxXpL4F//iX/yLf/Ev/sW/+Bf/4l/8i3/xfwdGo/8JF8UGg13HG+AAAAAASUVORK5CYII=)
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.
The following scatter plot shows Pam's training as she prepares to run a 6 mile race at the end of the month. Which of the following would be a reasonable approximation for the length of time it would take for her to run 6 miles?
![](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.
When the negative linear association is strong then slope is
When the negative linear association is strong then slope is
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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)
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.