Maths-
General
Easy
Question
Explain why the drawn line of best fit is accurate or why not.
This scatter plot shows the amount copper in water in ppm versus plant growth in cm over three months.
![](data:image/png;base64,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)
Hint:
A regression line or a trend line is used to approximate the pattern of the data set into linear line. It helps us to analyze the direction and pattern of the set of data.
We are asked to check whether the trend line is the best fir or not for the given scatter plot.
The correct answer is:
Step 1 of 2:
When we construct a trend line for scatter plot, we must keep in mind that the points should cluster around or on the line. This helps to study the relation far better. Here, there several points that stay quite far away from the line. Hence, it is not the best fit the scatter plot.
Step 2 of 2:
The trend line that could possible describe the pattern of the data can be:
![](data:image/png;base64,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)
Note:
A scatter plot can have numerous trend lines. The best line has to be chosen by making sure that the points lie around or on the line and clustered together rather than spreading around.
Related Questions to study
Maths-
Show the conjecture is false by finding a counterexample. If AB ≅ BC, then point B is the midpoint of AB.
Show the conjecture is false by finding a counterexample. If AB ≅ BC, then point B is the midpoint of AB.
Maths-General
Maths-
Construct a scatter plot for the following data set using appropriate scale for both the X and Y axis.
This table shows the age of students and their scores on the MAP test.
![](data:image/png;base64,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)
We usually take the independent variable on the x- axis and the dependent variable on the y-axis. A graph could be drawn in different ways using different scales and intervals.
Construct a scatter plot for the following data set using appropriate scale for both the X and Y axis.
This table shows the age of students and their scores on the MAP test.
![](data:image/png;base64,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)
Maths-General
We usually take the independent variable on the x- axis and the dependent variable on the y-axis. A graph could be drawn in different ways using different scales and intervals.
Maths-
Show the conjecture is false by finding a counterexample. If the product of two numbers is even, then the two numbers must be even.
Show the conjecture is false by finding a counterexample. If the product of two numbers is even, then the two numbers must be even.
Maths-General
Maths-
Use the given data to answer the questions and construct the scatter plots
Car Speed (in mph) vs. Gas Mileage (in mpg)
![](data:image/png;base64,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)
a) Which variable should be the independent variable (x-axis) and which should be the dependent variable (y-axis)?
b) Construct the scatter plot.
Use the given data to answer the questions and construct the scatter plots
Car Speed (in mph) vs. Gas Mileage (in mpg)
![](data:image/png;base64,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)
a) Which variable should be the independent variable (x-axis) and which should be the dependent variable (y-axis)?
b) Construct the scatter plot.
Maths-General
Maths-
If the sum of money becomes Rs. 3540 in 3 years at the simple interest rate of 6%, what was the sum of money?
If the sum of money becomes Rs. 3540 in 3 years at the simple interest rate of 6%, what was the sum of money?
Maths-General
Maths-
Show the conjecture is false by finding a counterexample. If a + b = 0, then a = b = 0.
Show the conjecture is false by finding a counterexample. If a + b = 0, then a = b = 0.
Maths-General
Maths-
Use the given data to answer the questions and construct the scatter plots
Age vs. Number of Baby Teeth
![](data:image/png;base64,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)
a) Which variable should be the independent variable (x-axis) and which should be the dependent variable (y-axis)?
b) Should you use a broken axis? Why or why not?
c) Construct the scatter plot.
Use the given data to answer the questions and construct the scatter plots
Age vs. Number of Baby Teeth
![](data:image/png;base64,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)
a) Which variable should be the independent variable (x-axis) and which should be the dependent variable (y-axis)?
b) Should you use a broken axis? Why or why not?
c) Construct the scatter plot.
Maths-General
Maths-
Use the given data to answer the questions and construct the scatter plots.
Age vs. Weekly Allowance
![](data:image/png;base64,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)
a) Which variable should be the independent variable (x-axis) and which should be the dependent variable (y-axis)?
b) What scale and interval should you use for the y-axis?
c) Construct the scatter plot.
Use the given data to answer the questions and construct the scatter plots.
Age vs. Weekly Allowance
![](data:image/png;base64,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)
a) Which variable should be the independent variable (x-axis) and which should be the dependent variable (y-axis)?
b) What scale and interval should you use for the y-axis?
c) Construct the scatter plot.
Maths-General
Maths-
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)
a) How many students were surveyed?
b) How many people support school uniforms?
c) As a percent to the nearest hundredth, What is the relative frequency of students who support school uniforms?
Rounding to the nearest hundredth means the rounding of any decimal number to its nearest hundredth value.
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)
a) How many students were surveyed?
b) How many people support school uniforms?
c) As a percent to the nearest hundredth, What is the relative frequency of students who support school uniforms?
Maths-General
Rounding to the nearest hundredth means the rounding of any decimal number to its nearest hundredth value.
Maths-
Show the conjecture is false by finding a counterexample. If the product of two numbers is positive, then the two numbers must both be positive.
Show the conjecture is false by finding a counterexample. If the product of two numbers is positive, then the two numbers must both be positive.
Maths-General
Maths-
Use the given data to answer the questions and construct the scatter plots.
Pathfinder Character Level vs. Total Experience Points
![](data:image/png;base64,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)
a) Which variable should be the independent variable (x-axis) and which should be the dependent variable (y-axis)?
b) What scale and interval should you use for the x-axis?
c) Construct the scatter plot.
Use the given data to answer the questions and construct the scatter plots.
Pathfinder Character Level vs. Total Experience Points
![](data:image/png;base64,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)
a) Which variable should be the independent variable (x-axis) and which should be the dependent variable (y-axis)?
b) What scale and interval should you use for the x-axis?
c) Construct the scatter plot.
Maths-General
Maths-
This scatter plot shows the hours of TV watched per week versus the GPA on a 4.0 scale for a group of students. Explain why the drawn line of best fit is accurate or why not.
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)
This scatter plot shows the hours of TV watched per week versus the GPA on a 4.0 scale for a group of students. Explain why the drawn line of best fit is accurate or why not.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAfMAAAE1CAYAAADzvgniAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAAFxEAABcRAcom8z8AANeUSURBVHhe7J0HnFbF1cZTTP9STGISNZbE2HvvLfbeNfZeEAVFsCCKCAhKld577x1pUqX3zu4CS19YOtvb883/LldflgvbZt4omefncZd3551zZ+ac80y7Mz+Sh4eHh4eHxw8answ9PDw8PDx+4PBk7uHh4eHh8QOHJ3MPDw8PD48fODyZe3h4eHh4/MARSeZ5eXnKzMzUvn37tHfv3u+1uHxG8k5LS/tW0tPTA4n9DHH9DFGfu5B46zpSy4YcyfqO9LIdyeWLtxzpthL1uStBH/yTk5Ozn6kPxEFkXlBQoM2bN2vKlCkaMGCA+vfvr4EDB2rQoEHFCun79esXCL+X9HtlEZe6yAvp3bu3unXr9q106NBBHTt2VPfu3Q/4vGfPnqWqp+KEfIqWLyqdDQnLyvP37ds30Bd+XjStDYktG/ps1ltRiaeuUGJ1utZH3gi6YvW50Bnmiw7XumIlXnWJhLoQfo9KY0vCsoT1iT6X5SPveJUPXUg86zLUh5/Hoy5pt/9GTIGDxo0bF5B6URxE5ozKExMTNWTIkIDMxo8fr5kzZ2rGjBnFCmkHDx4cyIQJEzR9+vTIdDZk0qRJGjp0aFDYsWPHWtVFeclvxIgR6tGjR0DYzZs31wMPPKBHHnlEzZo1O4DQqWw6PyWtp+IE3ZRv2LBhgcFQvqh0NoRnnjp1qkaPHq1evXoFZQ4/L5rWhpDv5MmTA+PEEbCZb775JjJteQVd5I2d9OnTR2PGjAnKGpXWlqATZ8M+Ro0a5dQHwrajzahP9FFeF21HntOmTdPIkSMDXdimTZs/lFCX+MDw4cMDu4lKY0NmzZqliRMnBnaCP/N7VDpbQr1hG6Ft4u8u65K8v/766yA2EzPxO1e2ia4wPlOX+F1UOluCPmwTm4Tw0Me/o9LaEPTha/AjP13HFMpCezFofPzxx/XWW29p69at+xn7O0SS+erVq4OGnz17tnbv3r3/L8Vj586dWrVqlVauXKk9e/YEo3xXYHqbTseKFSu0bds267rILzs7O9BD/gSxW2+9VbfffntAQqmpqcG0B5KRkaH8/Pz937SDrKxMJScna+HChdq+ffv+T92Acm7atElz5szR+vXrnbYboL6WLVumJUuWBDZju+5iQd5JSUmaN29e4ACHmqKyCewF4lm3bp3zuszKygr0LF26VBs3blRubu7+v9gHeaODtluzZk2g2zWw/fnz5wf6okYjNoEvo2v58uXBtKbrtsM2iZXEWddlA5SJ+EzM3LFjh9PyhfGZuowiHtvANrGRRYsWxcXP8YO5c+cGcZP46RKUBb6h0/DYY4/p+eefD2bPi+KwZE5wh5RLil27dikhISEwGAzHJSAEgjTOQEFdYsOGDWrcuLGuvfZa3XzzzWrUqFFQxhIbjHEaHBfn+Vb2/+kA7P+cv1M+jHOBCS5BZ6UwhRNQDowD46SsrsF+DJwcAsJmXAYV8saeCdLUI/btGtgjZE7HyDUIJOiBYAksLsuHDaODtlu7dm1cOkaQzoIFCwJ92I1LQKjoguwgdtfANokjkDn+7hqUKYzP+J1LhPGZunQdnwG2iY0sXrw40Ofaz/EDBgjETdd+QEeFTi0zYf/5z3/08ssva8uWLfv/+h2cjsxdAsdzOTIPQZmYgmvTpo3uv//+oFfEdDTT0ockvoJsZaau0eqZozV2UE/16N5N3cx3Bo0YqZHDB2tQvx7q3qWlWrX4UnVbjtCExRuVuiNJi8d1UcvKz+qlR57Xa9Uaqn6HXmrdtoV6tPlSHb5sqCYtOqrHV/O0KiVDWYcazBbs0I5VE9W/YWf1HGoCk4kRxY3V/pdG5i5HriGwR6YZj7SRObEhdmTuekQCYkfmrgmP0eR/Y2ROfInnyByd+J3L8oXxmbrEH1wD2wxH5uhz7ef/jZG5J/Nygt4sDcZ09+uvv64aNWoERkMvkPIehKztSpk7WD0/fVNP3P+UXq3RWj3Hz9GSxNVaa8h/w7q1Slo8VeO7VFeV/9ymC2+pqdqDVmpjzi4lz+2hVv85RRf/9Uxd9dBn+nzQVA0fO0YLZ47RjL51VPOJ63XDvx/RMy2nafLGXB3c98xX3pbpmtr8cd1x4Zk666E6+mJiilJzDl83nsztwpO5PXgytwdP5vbgydwi4kXmISjPe++9p1q1ah1yCaEgZ7d2zG6vNi9cqctOv1qXv9lL3RZu1+6DHq1A+Tvna1bPenrtzvqq32Wx1hhqTl0zWn1fP0vXnnyRbnqmtdpNWakZC5Zq1/YUU7kz9XW9x3X9P8/Ubx76Up9PS1FG0XyztmjlhPaq/cQVuuG83+vnJ12lqyt105j1GTqcuXkytwtP5vbgydwePJnbgydzi4g3meMIkPknn3wSXbaCLGVumKq+1e/RlSedrNNv+1Ct52zT9sM9VsZ2rR23TKtXbdc+Q/A7AzI/W9f94xLd+lx7dZq+WnOXJSg9bbuUOkkjP7xXV59wto5/qq1azdmhrAPyztK+5SM0qHVDVf64vVrUfUb3n/83/f2sR1SxyzIl7Tn0g3gytwtP5vbgydwePJnbgydzi4g3mYcj80OSedY2bZvSTG/dfZZ+cvL1OvfD4Zq1tciGHZ4xN0MZe7ZqY+IKLf5mhmZNmaTZi5ZrzdbtWr98pHpD5iefo6sfrKN6vcep/5CBmvRVHw1v+ZbeuPda3XDHG/qg/wotOaBZjOGmrdS0bi1Uv2ZLdZ+/QavXTlX/12/Q9cecqPPvra32s1O0/RB7QjyZ24Unc3vwZG4PnsztwZO5RXzvyDx9izaMrqWXbj5JPzr9Zp3/xddauqPILsf8PBVkpGrrmhka2aKqKlz8D5174pm65fUG6vDNKi2eN8KQOdPs/9IF/66oN+u2UN06NVW/xgf65ONa+qx1Pw2ZtUGp6QeWtSBzq7Z/01pf1qutKi0maVFqmtKytmvzVx+r1n3H6oRTLtRNHw7RV4kZitp36cncLjyZ24Mnc3vwZG4Pnswt4ntH5jm7tHNuZ9V57BL96diLdearnTUqeV/ETvJ8w+m7lDyxib6453idc+xVeqz2V5qyPUtbEr5Sv4pn6bp/XKQbn2ymlmMXauI3M7U+OVn79qUrIytXuUWLWZCh3WsmatBnb+ijqh+qab+JmjZ7oRbOn6MlU/qo44cP6uozTtCfz3tSb3acrsW7C8wTHAhP5nbhydwePJnbgydze/BkbhHfOzI3tJ27yzhmx7f18tWn6qxLHtCTzSbo63XpRda2QZa2zm6hpvcbMv/bdXris0malSalrh2rgW+erev/eUmwZt7xm0TNWrhUu3dF7Jrfj7xdCVo8tIFqmlF8w+5TtXhlYtB+qw2BrVm7Wsun9lKHd27SeSecrNMf+FQNxq3XziLT7Z7M7cKTuT14MrcHT+b24MncIr5/ZA7ylLNjmRYOaaC6lZ7Vg89V03tN+mrwhBmat3Cxlq1MUmLSaiWsmKOJvWur1pPX657bKqhW97labIJWwjdd9OV9J+i8o0/SRfd8pFr9v9HoybO1Zasp334NAfhHbobSti3V7EFN9elzz+ntpkM1bE3OwTMBmWu1ZODHevHUY3TML8/XVc81U7fZ67Rpn0mbX5irJ3O78GRuD57M7cGTuT38T5E5huMSOHYsmbsG5Xn//fcP+2rat8jP0p4tSVo6fYImjByq4cOHacRXYzVhyizjuHM0Y8okjR81SqPHTtDUeQlan7pXe3Zv0uo5X2nQFx+rdrX3VbNxR7UaOFEjxn+jjSkRZJ6zVzuT52jq4E5q0bCD+oxeoBVbM5QRa8MFucpJ26rkBRM0vGEt1a1cTTUadFH3KSu1ekemsvMKcy1K5q5RlMxdBhXyjiVz7Ns1YsncNYqSucvyQT6xZE6QcY1YMo/HCXCxZO4a2GZI5q47KoAzM2LJ3CXC+BwvMsc2Y8nctZ/HkrlrP6BjYoXMw2P/MLzihKMXMRQINjym04UAetEhmROkw9FdVPryCqA8jMxr1qz5bQcHnQenD/70HXIMwe7bY0bze7V3H1empiuNn+lZyo4dkOblKDszQ+n8bd9epW5P1bIVqzRn7jxjnIXHIR6gJz9PudmkJ990pWdmKyc3zzxTTJoC1ucNoWdnKTOD61tJu0970Z1r/hYzMsc4ae/Y0eR3+dgTgKNDPpA5NoPNRaUtr4DQnkMyDx0vKr0NAejhoo541CVkzhn+IZm7Kh8gqMSSObpBVHpbEkvmkG1UGhsCwrPZKR9kHpXOlgBsk/gFmRPPQFRaGwKYUYTM0YnfuYqZIIzPkDn+AKLS2hCAbXKQF2Qe+nlUWhsCYskcP4hKZ0uIz+Ui86+++iq4EYbRGg2CgRcnkAG3u3DTEQWNSmNDeB7OUKbDgS5usQk/L5q2LEI+BEcCcngNaqtWrXTXXXcFN6e1bt1aXbt2VZcuXYJbekiHEcXq5/fly1dohencrDQOhBOt4vcDxPw9SPdd2lUJCUowTrB06RJNnTI5aAOcnXSxz7iM76wozDshgbzDvGLSLCvMewXpyDch8aC0/J3zjMNbhzhTvPB57NRlUSFfTtPjZiNsDJuhrqPSllcIWnQYsJPwNjj+7apsCDqxRy7jwflc1iW6aDvaLLwpivLxeVT68ghlIG90oIuZh6I270KwfS45Qh92E5XGhlBnEDl2QvlCUncl6MPuiV/cLhaeCR+V1oaQNzGZ2yzRid/xuYv2I88wPoc3Prq0E8qGbWIjHLON//HvqLQ2BH34AbbCLYX4YFQ6W0L+tB1lKxOZQ8oECXr9TMnQkytO6D2jFGFUEpXGltAjwmDobDCNSg8+Kl15hLPXQ+IlqLz00kt64403AkeAnDFQLi4gHT2nqDzKKpSPYInRUL6oNDaEtqUnS1nolBBgws+LprUh5EvZqE+cnN60i7ZD0EW7YCcQKyMFpuCi0toSdKKHTlhYl64EXTg1gYv6pA1pSxdtR57UHTrQhW2i24WuWCEWcVsU+rCbqDQ2hJk3Rlvowr/xaVd2iVBv2CbxC79Dt8u6JG+W0JihQqdrv6M8+B11SYyMSmdL0IdtYiOQK/rwg6i0NgRbgdDDgQ9+EJXOllAW/ICOGFeglnmavTQb2ShkPNfMITkqFadwjVKtmVsA64M4HA6B07kEU1Lc/oOTx+vWNHqckFC4HOMK5I09E8TisZYGsEdGCfHYf8AUHHqoT8jOZfmYlkUHurBN12uFgGAWTrPHc808XremhQOFeK+Z43cuEcZn6hK/cw1sM5xmj4ef4wcMWvnp2g+srZn73eyFgMDD3eyuyZyy4AwhmbvurBTdAOe6LilbSObYTLh25wLkHbsBzvUuV4A9hhvgXNel381uD343uz2E8TleZI5tYiMhmbv2c/wgJHPXfkBnwZO5RVCe4l9NswPK4sncDjyZ24Mnc7vwZG4Pnsw9mZcYnsztwZO5PXgytwdP5vbgydwePJlbhidze/Bkbg+ezO3Bk7k9eDK3B0/mluHJ3B48mduDJ3N78GRuD57M7cGTuWV4MrcHT+b24MncHjyZ24Mnc3vwZG4ZnsztwZO5PXgytwdP5vbgydwe/jfI3ARp9PEuqmvEk8wBQRpi5fQf6tUlPJnbhSdze/Bkbg+ezO3Bk7lFpGcYY1m5QLPHD9PXE6ZoftJ27cnOP/BCkoOQp7z0nUpNXK6lc2Zp5oyZmjHD/JwzX3MTNmrd7qyI+8cLURYyJ/ZgxybWmlE2Bw3I1CeHAOxPcAgQtGgDTuEbPnx4QOgQEfWLQ+IoBHEM1gYRejK3C0/m9uDJ3B48mdvDD5LMS0PK8TwBLn3vFk0b2kgfPX+rbrrnFVVqO13LdmcfhszzlLVjmeYNbqJ679dS/damE7BoTXAd6dwRTfXJ+5+oRouRmrwxXekR3MLpSeEJcMWdDmVighYskDp2lN56S3r0Uen++6XnnpPq15ch6UKSj+IwHAxDadeune655x5dd911evjhh/X666/rgw8+UN26ddW4cePgrPhOnTqpV69eGjx4cHCeNEdREhggLoyaAE+jF0eWGEt4Ahxk7hrxPgEuJHOcHPt2DRwvJHPXIJDQZrQ1gcVl+bAjdIRkjt24hj8Bzh7ifQJcSOaulwkBthmSOfpc+3lI5sRN135Ax6TcZI6RhcG2JILjYSisYzOij0pTXgEFGdu0duYA1alwuy4744/6zZl36L66YzR3e4ZyI77D7WEFmeu1csRnqvrgFbr2pbpqMnGd9uQWGCPYp8ytk9X3jTv10FUP66FaUzV7U7pyzPcwEOqDn9TDu+++G9yaxu/h38K/o4dbyPbsKdDIkdJTT0knnST94hemkk0tIz/5iXTMMdJtt0kdOsgYQoH5/sHPy2iLhnvppZf0l7/8xXz3R+a7P9HPfvYz/fznPzd5/kK//OUv9atf/Uq//vWv9bvf/U7HHXeczjjjDF1yySW65ppr9OCDD+rzzz8PghMBv6iOWEEfxknnjbP4w/K4EoIm5MOMAzZDHUalsyHkTVDB8VJSUgLHi0pnU5gB4LzteNQlBIceOkYcxeuyfAQVdNB2xAjsJiqdTSGIYcPow26i0tgSyI5OH50VBjGu2w7bJFZyMQizAlFpbAoxOYzP+J3L8lGXnJFOXeIPUWlsCraJjXAZD/pc+zl+wOCHuIkPRqWxJcRvBiJlJnNutEJofIIgXy5O6PVxeQZCAKXXEpWuTJKyVSmmkVLWztPMgc3VsOqreubZx/XQTafovKtu0l0f9tWYFcnakLr1oO9t2bRe62b1VKcq1+vSs87WTZXbqtfMDcHfUreZsm1YqvFN7tVjF/5Tp1xQVQ2HL9KiDSlaumRxEJQZZXFDzhNPPGFG188Fv1OxdHjCGYwNG9YZSdHw4TtNukz96U8F35J4Ufn1rwt0113Z6tdvp6nrFFO/Mc+7X6jLnj176u6779Yf/vAH870flVj+9Kc/BWTObUy0QXHtF67NM63PhruSfKesQr6QDxciMJNAORntRaUtr6Ar7EHTTgQWnDAqrS1BJ6MRlkfCuoxKZ0PQxegfsuNCHgIZ5XPRdmFdMvJBF3WK3bjQFSvEH/wPfdiNq/qEANhwir9jm8RA122H3UPk3GKGbpd1Sd7MUKFv+vTpgd+5Kh+6KA9xkbrE76LS2RL0YZt0xIjLrv0cffgBMYW4iR9EpbMl5E97EZ9LTeY0OtcOQgbhFBfGXZwQTHA8hEKST1S60sta8wyJWrN8qka0r6mPzAi5Yp1OatG2kWo/f6muveYG3fl+Dw1fuFJJG5K1Jva7a9YqadVSzez/nj64/5c65bRTdHe19uo3fbWSzN8xuqRVSzShzQN6+pqf6NhTL9drzcZo7NzVmjJ5onr06KHu3burbdu2wbT3Qw89FEyBQ7RcjcpVqATuFSuWmsCzxoy4N+uGG9J01FH5hlgPJvJCKdBll2WoVasUE/DXmLIdWE/UG4QA2XHd6iOPPPLtCL04YbR+7bXXqmPHjkFeoTFQzlgdsULAxPG46YuOGJ+VtM1LK+RL2XAEbgHCZuj4RaUtr6CL0QHkQ8cUQsApotLaEnQSVAYNGhTUpT0fiBZGWQRn6pJATflctF1Yl8zWoYsgjd240BUrdIhYQkIfduOqPikHJIAubJPZB5dthz7snliJ31E2l3VJ3szeoI8OC34Xlc6WUJ5wwIPfRaWxJZQN28RGwuu3Xfo5+vCD8Apn/CAqnS0hf/gU2yzTyByHJUgwzcUUBtMWxQlpcQgcgWmcqDRlkwzt3bhY8/p8oQ/fratPO0zQlNWbNW1CDzWrcIVuuO4WPfDpUE1dv117c3OUnf3dd3NNeXIy9mrD5Hr6/PFf6fSzT9ejdYdocnJhmfLy8pWdsVvLBzyl1286Ssefea3e7jZPS7fmKjsrM5j+YnqPXnSVKlVUvXr1oEfLmhBTSQh/z83NVmZmjgmuuapVK1+nnlqgH/+4KIkXyt/+VqAKFQqM0eWZ/M0zmmf+rqw8f3aw5wCjIUDTsXrxxReD6fQoAi8qED8zCAMGDAiMmmUB8g2nbWjjsE35yfMzwguvJA0/D5/HppAvZaNnS0Bh+ojp2qi05RV0kTd1gNPRhrSbq7Ih5I194D+0X1QaW4Iu7BN/pT5pQ1flI0+mE9GBLoInul3WJcIoiOAM8WE3UWlsCD7BNDRTpwRONojhh1FpbQj1hm0SK/E7dLusS/KmTGF8xu+i0tkQdFEeOprUJf7gumzYJjbJ4DOMz1FpbQi2gh8QUxgo4QdR6WwJ8Rny5srVMq+ZY9jfiw1wWRuV+HVnVXvoYT389Fuq9nlrtWjTSrWqv6anb/qXzjj9HF38YGV90r6XRixI1qa9RTY/FOQoY/kAdXvnCp193vm6s9YATVgXsykszxh5r8f16nUn6JSL31KDMWu1scheG0i7JBvgTPWZXqnUoIF0xx3SGWdIJ5wgHX984Rr6VVdJ1arJNAwbbvZ/KQIYJ8RK4GQKCVJnE9yxxx4bSeBFhRH6iSeeqNtvvz3Ygc/SAAZIgCoKDAYHoL2ZnnINykZQOdI3wOHorkF7oocATWfFZflYY0UHbRd2+lzDb4CzB8oUxmf8ziUoDx0w6hJ/cA1sM4yX6HPt5+HyHXHTtR/QWeGtjjKvmUPm9DzoYZUU9PxCYylNJ6BYZO9S6up5Gj5ogHr26qN+/furR89ualTnbb18+2k65+wLdMXj1dWg91BNWLpBKftCojaj0IAnzL93L9Wsrm/r0esv1QUvN1ObOTtV2Nzm/+kLNLrWPXrs2pt0U8X+GpOwS2lF+IXylPTVNGNXpi5keqUyJCr16yeZR9bAgdK0aYWvqB2u/XFynAHjZPRKQ9IuGE/FihX15z//+QDi/uMf/6grrrhCF154oX7zm98c8Dfk//7v/3TmmWfq0UcfDXbC0zGgrUKQd0jmEINLcgWULSRzngNHdAXyDsncv5pWPmAn6KDtINeojqFt+FfT7IEyhfEZv3NZPsoTkjn+4BrYJjYCmaPPtZ+HZE7n1rUf0Fmgg3JkkHkkzIhrwVB1qHS5rr/uVj3YYLKWfuvr2dq9eo5m9O2qjp3HavqKbdqbm6m9a6dpZONqev7p91W14VCNX7jSGNtszR3VQnVff0Nvvd9ePeZuVWrmweRSGjIvL2LJnDVDAhqgbQg2L7300reE/o9//CN4LqZ1WVNh5oBNc3zODviixH700UcHr7tVrVo1mIZnaoryQHTk7cm8/PBkbg+ezO3Bk7k9eDK3iPSMNC1fMEFDWr2vOrXrq/WoZVqXlmvG4BhomrbOG6YBNaupUqUW6jVptTYF9Z2rzNTVWjp+pAb1HKD+w8dozPivNNyQ2sBRczQ3aZcyD2Hf/00yj52mwkj57NVXX9XNN9+sevXqBbt8Q/A9CLpfv37BGj+vqUHgRUmdV9yYhr/zzjv18ccfB5v8xo4dG2kktuHJ3B48mduDJ3N78GRuD0c+mRtjSUhYqSWL5gfBLD0zZ/+UOshT7r5Upa5N1IqV67V5Z7qyDrDbXGVn7NWeXbu0e89e7d6boaxi+OS/QebJyUyzH3w2O0GA4E0QgKCinJLPaDum6dnZ/uyzz+rkk08+iNQRpuZPOeUU3XTTTcG76TigS3gytwdP5vbgydwePJnbw/8EmScmJmlVQmKg1zXiSeYsIWRnZ2j9+rVavHi+KV/5NpDQpozehw0bpo8++ijYFHfCCScEm+SKEvvf/vY33XrrrapRo4aGDBkSjPJtBxpP5vbgydwePJnbgydze/gfIfMj79Y0U/0mgBUYEs8y5LtJPXuu0jff7DKNR+Den6gcoD2Zpuf9+DfffFNXX321jjnmmINInZPlOFGOd9wbNGgQvJvKTncMq7woLZnzZzbfGrM0wVYm+EkLF8p0dshrf6JDwJO5PXgytwtP5vbgydyTeYnhmswhLGyec9vr1JEefDBf55+fpTPPTNfNN+cGr7MNH84RsIVpywsCCa+q0MafffZZMBpntM5RsbGk/uMf/zgYwbMbvkKFCurTp09Q5wSGsqI0ZM4bQhB4ixbS00/LdD6k886TbrhBev11mc5OIckfKgtP5vbgydwuPJnbgydzT+YlhmsyN7ahdu2ka66Rfvc70zCmZWLFDJR1xRVSkyZSSsr+L1kCQYzX0ho2bBgYyo033hhMtx911FEBoYfy05/+VH//+9912223BZvmOMyG3e+lNeaSkDnNielxzv2zz0onnijzPAfWCefe8x5/9eoy+WH0+78cA0/m9uDJ3C48mduDJ3MTE/f//BaezKPhmswnTJAZHUs///mBhBUrkNfttxe+q26ayRpo8/CkLQiWU5t69+4d7Jg/zwyDo95d56IXpuE5A75p06bBu+sltZWSkDm+aPhJVatKxx4bXR8Ip+xdcknhyD3Cvj2ZW4Qnc7vwZG4PnsxNPNz/81vEknlZToBjwxQGg+G4BI5NkMYwKahr4OhcQfrpp58Gv9sGZP7vf0s/+9nBhBUKRH/TTTJtw8lf+79oARwnu2XL5oDwNm/etP/TwtO3OGqyfv36wWicV9kg8aLE/tvf/jY4sKZy5crBOdM41eGCEyd54eQQ0KFOgIPfOXSnShWOv42uj1DOOkv6/PPCw3iKgryxZ4I0To59uwb2yNGL8TwBDoIlsLgsH+SDDtounifAsccDffE4AQ5dDBDidQIcsZJBk+uOCqBMYXyOxwlwxGfqMh7xGdvERhiIoM+1n+MHhfHyB3ACXHhxA5mQWUmESsTRCSw4YVQaW0InAyKHEMIKjUpXHmHUg4NjmFTeO++8ow8//DAYxRJY+BtCuvLoz8vLNQ6Wqzp1cnXmmXn7L2k58NY1Pjv99DxVq5ZrHLLwO1F5lUbIo6Ag1xACZ8+vN523mdqwYY35jHPcudo1LygXI27alUtnOIHuyiuvDM5/Z9o9ltQh+uOPPz64kIZ1eC49YNRIXYWEjdMRVHC68Gx2CKnos+Xk5Jp6zlXPnrkmv1z9+c/5ZhQeWyf8XqCjj87XE0/kavx4zoM+MA+EvMOAiQPyLEXT2Bbskc4wnRoXdhkrdCzDEUlY11HpbEg4C0DbMerC9qPS2RRmUxgBoY8BQlQaG0Lcw84ZwIQzRq7bDtskVtJhJp5FpbEplCmMz8Rql+UL4zN1SeyMSmNTsE1shE47+lz7OX5ATOGnaz+Af+CcMp/NPnr06OA8b3qq/JuKKk5Iy/QiQnCJSmNLMBJ6KuyyxtnpcUalK4tQXgiAcvTq1SuYcu7QoYPuvfdePfzww8HvbATj5rS+ffsGV9PhIPREo/IrTlavZjoqUWPHrtYnn6zTXXel6uyz9+qEE/bp2GP36ZRT9pkR+U7TkdigkSPp7RZ+JyqvkkhSUuH3kVWrkoxRJmro0IWmXJM0bNg803aUI8mQBLdG8ZOb3dZ8OyXIgTS8unbXXXfppJNOitw09/vf/17nnnuuHnvssWBkz4idNiMf2oq6pcOI81HXUc/Iz5kzE81zrdHzz2/RpZfu0cknZ+jvf880dZJu/r1bzz67RZ07rzG29913QgnbkdvnsGcCdZQum4JO7HHgwIHBRUU27bKohCMfbosKO9+Ur6T+WhpBF2VBB7qoU3SX1eZLKtgHt1Ohj457VBobQp1hn+jCn8MOiytBH/VJ/CLOEj9ctFsotBMxGb+jo0msjkpnQ9BFWxGf0RV2xlwJ9YbdczsiB1+hD9uMSmtDKB9+QEzhp0tdCB0w2gvbLDOZs8EJA2D6IgzohxNGWjQgPYgwcLsSCkjjoSvscESlK4tQXhqMAAJx9e/f3xBGZ91///3B+eb8zlGoEDo/cX4atKT1FCVr164JDolJSlpvDGSryXermjRZq9q1V6hTp02mnKlGxwbTE1xr0kXnURpZtmyNhgxZazoP6w3hbtK//73RkGOybrxxvV59daPatk02I4Y15nkKn42y8a46U7r0EvkJOdKZYS8Bp9GxOa7oaB0Jp+FfeOEFNW/ePCB2nA5bwekP13br11Mvyca2Nhtj3mE6UHsMue81naw9Jo/txj43m3TJQZ3wnLHfDdsRssMRIAacIzaNbUEnergCFUe3aZdFBV0EMfRACowUKF957PBQEtYlOtBFnaLbha5YIaZgK+EVqK7qExuDUDkSmfIVZ5flFeqN/IlfxNnyxo/ihLzDARA6ietR6WwIusL4TOcBf4hKZ0vQh23SeSYWo4+OUlRaG4Kt4AfhFaj4QVQ6W0L+dC7LTOb0qBiFhRslmB4tTphaZ/SGYTJlVdLvlUWYXqTBMBqm4njuqHTlEfIMp6JYbqhWrVpw6Aq/h39jqoyfUd8vrRQUsBEMYQpunzHSJNNRmWvagO3rrAEVpon6bmlk585801nL1zPPFAS7xFmLj72u1Qyqg1fA6tfPN+RQ+ExF9caC6U+CLjMVLEVwhGzUpjlecTvttNOCaXim6zmZDieMBTYTSqirsF4oP5taCpcGvvv3oeuFPGg7CI7eOp0QW211KEEneiAEnN6FXYaCLqYT0QP5cA4A9hhbd7aEPKk7dIREFy6fRKW3JSzDsDaJPnw+Ko0NoRzYMbogdaaJXbcdtkmspDNG2VzWJXmHU9/oJIZFpbMh6ArjM3VJfI5KZ0vQh21iI8Qh9OEHUWltCPrwAwYzbITDD6LS2RKWEPCDMk+z+w1wB4J13pJcgWoLGAij8EWLvrtoxRZMB90YhPSXv3xH4EUFguc1ucGD2fy3/4slAJ04OoGtWrXSE088oX/+858mvwNJHWF9/fTTT9fTTz8dSeq2gONhz/TW47kBjhFJPDfAQbBH6gY42g59+IRLsPbJLB9kF88NcPiL3wBXPmCb2Eg8N8AxQPBXoFoAjseIC2MhSOMYLkF5XL6aFgvKgjNgnAQX285g+mi67z7pt789mMRD+elPpQsvlLp1I6DyTPu/XEJggIwYmW5mRoN319kcV3Q3POvrfM6FL3SUmEqCnGwFbpycoOJfTSs/iA3+1TR7wDbDfSjEM9egTGF89q+mlQ8/uFfTPJl/hyOJzA3Hqn79wpPUIO2QwGPlz3+WMRxp8uTow1hKCsoSjq66dOmi1157TZdddllwB3ssqSPcu86mOUb0X375ZbBngSlrgl5Z4cncHjyZ24Unc3vwZG7i9v6f38KTeTSOJDKHnE3VqWlT6Y47pH/9q8CQd55+97tc/fWv+br44sKjUkePpk33f8kCCF6UhfVkRuvXXntt5KY5Ruu/+93vdOmllwbXuLIznOnBsgQ8T+b24MncLjyZ24Mnc0/mJcaRROYhKAbr54MG5alRo116991kNW68U+PHyxCE3YNpYoHxs7bFKznt2rULLny5/vrrdeyxxwZEHkvsHCnLNDxvEnB3O7tVS+NAnsztwZO5XXgytwdP5p7MS4wjkcxD5OZmB0bJhscNG9i05bYuWQ/HRnB0puCxG5yQaXjuXWdjHLe2xZI6wituXPjC64GtW7cOCKy4jUqezO3Bk7ldeDK3B0/mnsxLjCOZzHNyso1xcDwhr1q4J3PKBiFAQLH2he0RvDkRq3bt2rrhhhuCC19+/vOfH0TsRx99tC6++OLgVTjeDeZVEYitKDyZ24Mnc7vwZG4Pnsw9mZcYRzKZY4zhyJyd5K7rMiRzDrHAZghqsUA/dsffeXedM995d51713/yk58cQOrhveuM1r/44ovAboveu46TezIvPzyZ24Unc3vwZP4DJvOc3DytX7fePOsa7SnFMx4eBcrNyVNB/sFG7sncHooj81jwt3C03rJly+C9dMi76DQ8JM8Rspw09+KLLwbvrhNIsF/qkTV68sG+XcOTuT14MrcHT+b24MncBgqylL59vZbOmqz+vXqpa49+Gjt1oTbsyAjOAisexoDz0rUzcbkWT56oSaacE76eoAljx2vslEWalbBL+zIPzsmTuT2UhsyLAuIaNmxYcIBPuGku6ghZNs3dfvvtwb3rnKXP++uUMR7wZG4Pnsy/A/1QUx3mO9LMmTId3MJrgrduJeDvT3QYeDK3B0/m5UKB8nP3asuCr/V1r7Zq1qi+3n27ol567B498MCTeqluNw1YslXbs4ox0Jzd2rVqiAY2r62a73ysurU/U7369VXvs1Zq12eapq3Zp33ZB+fhydweykPmIbBLHLd79+7B0bC8u8576kVJnRE8p9Ddcccdqlu3buAQrk/38mRuD57MSQd5SH37Sm+9Jd1zT+HpjFddJd16q1SpkjR0aCGpH86VPJnbww+KzHkXmOBeGuKKPc7VPuHlqyB3l9YtmKV5U6dr+oLlmjhptAZ3/Ejv3XGJrrrofj3RfKrmbj1cFzVL+5JnaUL9GvqiTht1m5qoNRtTtC1lizZvStX2XRnKOoQz4OjhfeYl6UWXF+z45gQ1zhpmx7dLYPgcS0h7s97sGhAQTg4BHeo+89IAQ2caniNkMXbuXS9K6ggH1fDuOs7QtWvXINi4AM8DmcejLnF0OmAQLG2I/7oC5IMO2o6OJrpdA9KhQ4u+eB7nir+7BnZPrGTQdLiOiim6mjWTLrpI+sUvTNA2UTtWfvWrwrsUGjcuJP1D4Ug/zpV4Ga/jXPED9uFAqq79gPhMp5ZDtMpE5kxLskuYhucULr5cnJCWoIoQKKPSlF02mQrk1rD12mAIeMOGjVo4f5omDmumZi+bkfndlfRhx4mavmqDed4tSjngu+b5TRk2r5mrqb0+VZV77tO9dz6ll96to8++7K5+E+Zp8VrznW2pAbFTXhqLkSNBmQPueSeak8mef/754Hc+Y/aCTg/OyOiopPVUnKCb4IWxoJ+edFQ6WwLp4AS8w00w4zNbZSkq5EtdcQsWxklwoXcblbYkwqY2DB2ht0yeTZs21VNPPaVLLrlEf/3rX4N31YsSO4fV8O46o/UhQ4YEIzJIkV49eZa1/HwPshs+fHiQJ20Zlc6GoItnRg83VDEqoQ5ctB15kjc6aDtGJeh2oStWsH18AF/AJ6LS2BDanJEd/kz5iIFR6WwJ9YZtECu595+yFa1L4tjGjVvUq9cu/fvf2frZz2Lv8z9QfvWrAt1yS5YGD95h2iUl+O6BeaUE5MosALeLEatj/25T0EV5GBygC3+ISmdL0IdtYiOMXtFHTItKa0PQhx8Q/4mb+EFUOltCWYiT2EmZyJxr+QhIPDQ9HhqnOCEtlYkw6opKU24xz5K8OlFL5n+jAZ3r6+OXbtNDd9ynF9/toD4Tl2pZ0jolR33PyOoVizRv0jAN6NFWLT6voQ9efVQP33Ktrr7qNj1RtbU6fbVYy9eYsq5LDuogvAIV4drT++6779srULkWlStQueuc62IJOiWtp+KEoEJ+oaMzOo9KZ0voeOF4lANn5zNbZSkq5EvZCJqhM1DXUWlLI+RLJwEhaNEpodP1+eef68EHH9Spp54avM4WS+jhSXO8107bsoTCaXPUBc+EkxbmyRWr0XqLCs8BuQ4ePDi4DYu2jEpnQ9CFk2MnYaeSsrtoO/Ikb3SgK7yr3YWuWMH28QHKiN1EpbEhtDMkwHWrdB7C2QdXQr1hG8RKrgRmBFu0LguvRF6rdu226oorMgyZ539L3kXll7/M1w03pKtHjxRTTwfbK3kze0NMC69Ajf27TUEX5Ym9AjUqnS1BH/6KjXDXPr5PTItKa0PQR4xgsMtP/CAqnS2hLAwsy3wFKpVC5TDiYZjPVEJxwqgGJ8BomBqOSlN24Rlyg2fJTtupjavmaXDXhvro+Zt02/mn6JIbX1ClVrM0e2O6MiO/j4R55Cg7c5/2blupxSObqtb9F+rccx/Tk7W/0txd2UrbX16m9ZiaQhg9vv3226pevXrQow4/R5ieI31J66k4YQ2G9S2CJyMgGi4qnS3h+QlmkA/Gw2e2ylJUyJeyQeIEamyGafeotKUV8kawYaYwmXqjbPTY2QT37rvvmtHLLTrhhBP0i1/8wgTBA4md3fCM5qtWrRqQMU5K+2Zn55l8w+spC3VE6Uf4G/aB/xCsacuodDYEXUwH469hpxubPdzzlVXIM1z6oe0IMNStC12xwiiIgIk+7CYqjQ2hHOzDQFe4lyMqnS1BH7ZBrKRjxLJk0boM4lR2jvGTPH34YYH++U/pJz85mMh/9jPpzDOl994rMPGXq5kLY9yBeeUGZQrjM34X+3ebgi7KQ+eLusQfotLZEvQRQ7CRcDaMaf6otDYEfcRLBj78DOO/K6EscMARewVq+r49WrViseZO7KM+Ne/RvZdeoPPva6L2M7eoVC+qpa3VxqHV9MC1j+nWV3to7NY8Ra2Ix66Zx2M9LXbNnA6VS2AwOAAdh3is81I2goqtNfPiwAibeoRcCS7MqLz11lvBu+tRF75A9KeddmowC/PJJw3Vtu0k0wtPMd/PN3W1P9PDgDU7HA+9rgEhoIcATYcT/3UFOjPoCEet2I1rMCj4b6yZ04lzjZKumVPNpsqDdfPHH5cuv1zGPguFdfTHHpNat5Z5buxh/5ciQJnC+HwkrpljI3Q047Fmjh8wSAg7Ki5B5wEOKPMGuO/XbvZ85eWka9/2VOPcZiRs6i4rL1frN25Q0tIZmtH5FVV99t+6o2p3DVyyXYVuka8CM4rKySsInKbAfD9t1zalbNul3Rnf7XLLS12ulX3f1wuvfKQKLadpWVq+ovyB8vjd7HZA2SCfcASEI7oCeRNU6LHjEGHZIAnsu02bNsH6+pln8u76gdezIkcd9X86+ugLzN9fMEGzszp2XKqtWw+/AZJRD9OL9Npd16XfzW4PdNLRRWeFwYjrtsM2iZXF7WYHPApjCBMSjN3KxOdCmTFDxr4h6v0JDwPKFMZn/M5l+SgPI2XqEn9wDWwTG2GGCn0u/QDgB/7VtDIhQ7vXz9T4ZjVVt0YDNesxXuPmLtXEKRM0fkhHdar9ierV7ah+czZqS0DUudq3br7mDe2pLj0na/aKLdqxboYmdqulyhWrq0aTARr1zRJjaLM0bXh3Na5SV406TdLU9ek6VB/Lk7k9/DfInF40m5yK9thxepx/5MiJeuaZGoa4LzckfoyRnx1A6j/60U/1k5/8Uf/4x+WqUOFjjR8/NWiXKEf2ZG4PnsztwZO5PXgyLzMKlL03RetmDdPQ9k3UoPYXqvFpE9Vp2FTN23XR8HGztWrDHjNiNyNwDoXRXm2ZNVh9q7+jSm80U88JCdqwY4s2LByj/m0a6POPPlbNT79Qg3bd1Xv0N5qxeJM278pWzmE4xZO5Pfw3yfxQTr56dZ7q1t2lv/99sSHurkYqGLnCCMR+4KE0v/7178xI/Sw98cTjatasWbCpKDZvRv3hNLsn8/LBk7k9eDK3B0/m5YKh6Xw2rqVpn8l70+YtWrBwkeYvWKRNW7bqQDooUF76Tu3asFaJSZu1bXemDM8XTrub76ft2RWsGe3em6b0rNwSnRznydwevo9kjm+0bSudfrpxih/lGNlsZJqRlkaeMPIPIweO1jlClvPir7zySr366qvBu+vYPnsdcDzW01zDk7k9eDK3B0/m9nAEkvmByMrKDJ4TXampxlgcO54nc3v4PpI5e1hMHFDlyoWEzg5hw9f7JckQd2/96U9v6+STbzAE/tdvCT1W2CX/0EMPBUfNNmjQIHB2l2UDnsztwZO5PXgyt4cjnsxDY2G3JI3n2vE8mdvD95HMAX9KSJB69JCqVZOefFKGnAt3EL/5ptS8+R4NGjRf7dp1NCPxV4IrWH/zm98cROq/+tWvDOmfHDgel8NQrwRSF/Bkbg+ezO3Bk7k9eDK3DE/m9vB9JfMQxgWM3fNKW+FO4eRkSKWQ7AH1g81xKEajRo2Ck+SOO+64g0idd9f//Oc/6/LLLzedgTeDg4aoX5vwZG4PnsztwZO5PXgytwxP5vbwfSfz0gAyxeZ79eqlSpUqBevnEHjRI2T5N6fQ8e5648aNv11Tx1HLA0/m9uDJ3B48mduDJ3PL8GRuD0cSmYegzrBDRuusl3NL22mnnRacKhdL6ggH1VxxxRV67bXXgnvX8bOyXqbjydwePJnbgydze7BC5gT30hBXPE+Aw7EJ0hima7IDODobm2rVqhX87hr+BDg7IG/smSCNk2PfroGjcRxst27dVKNGDd1www3BTW4///nPDyD1n/3sZ8F58VdffbVq1qwZnHkOMUPQJQWBhA4YBEtgcVk+yAcdtB0dzfLOKpQE/gQ4e/AnwNkDfsAA4QdxAlx4NjsBkIBREuEcZQI0I67SfK8sgjFiKOiil0QAjEpXViE/nJvODE5AwOQIUAgdwoPQmbWg00I6m/rJi7xxPDpUGExUOltCWeg4cEY0bW+7LosKdUonhcCJzRCko9LZEPImeDH6wU5oq6h0tgTHw9E4NIa6xAkpa7t27YIb984///zI0Tob6bjw5fHHC99dpy2YSSBQEKjwS34vqg/bJGiig2AWVb6srMKfubnZJq/CZ8zMzDMBNz+QwrPnOXOac+QP/G6sEKDRwegH20R3VDqbgu1DdujDJ6LS2BDqltEquigf7ebaD7BN4he3tBHPotLYFMoUzojhdy7LF8ZnyBW/i0pjU7BNbASCde3n2Ap+wF0WxE3XfkB8xg+IKcSHUpM5N2gNGzYsMDSCbkmEKUa+hxCMotLYEiqSW2u43Y0eCyOvqHRlEQIjRsGtWxz3+eWXX6pevXq6+eabg+nT+vXrBwGXqza5wIN0BIGQoGwI5MNtUUOHDg0OJYlKY0sYkTMTM2jQoG+vQXUp1BV1xq182IzNtosV2oO8uQmLa06xE9o1Kq0tQSd6uE2POiVw0sGlU4a9tm/fPriw56abbtLxxx9/0GgdYc2dnfIcM/vFF18ENoA9hHmFl9QgtB1tRn2ij39H2eGiRbTzAn311RK1br1OH3ywQ2+8kWY6qHtVp842deu22gSLxfvLcOB3Q6Hu0IEubJMyRaWzKdg+5UcfdRCVxoZQZwxesBPK5zp+oQ/b5MY0/I54FtVutiQsHzdvobM0cb0sUjQ+R6WxJWFdYiNwlms/Rx+zaNhKOIMdlc6W4NO0HXVZ5pE5lcKIlB4xPa3ihF4KlYgweo1KY0voqVCpVCQjE3rVUenKKuRHhbEOg1Cpr7zySrDJCb30zNDLT9LZ1k+eYa8d/SVtg9IK+TItxXIFp5bRcw8/L5rWhpAvowIIneCMzTCVGpW2vIIu8makBSnQXoxOotLaEnSGneHYumQ2glkcBFvhWUjDTM9VV12lP/3pT8EhNEWJ/Q9/+IMuu+yy4CY3AhWjD8pAPvTYKR/T3tRnuORUtO1278Zfdqlv31166KE9OvnkdP3qVzk66qjcQP7whyxdcAEXCe02Pr/L5Fn4nQPzKKxLdKCLDgUzB0V12Rb8Cx9AHz4RlcaG0D7EFHQRU5hGjUpnS8L6JFYy4qJsLuuSvBmxQnqQA35nO2aFgi7KExufo9LZEvThE9gIpIf/4QdRaW0I+vADYgo/mYWOSmdLKAt+QMehXBvg/Jp5IZhKCdfM+d01mILD4XAIDNUlmDYikOHkfs28/MAeCdB0hA8HnoXyE9CZhn/uued06aWXBiPzWEKH5CH1c845Ry+++GIwG4RvYhdMJxKk8QPaMKp87AUy/XITBKRjjpF+/GPj+MbzY+Woo6RTT5Vq1iy8zCNq/5BfM7cLv2ZuD37NvARkTi+kpKCnh6EQWErTCSgLcDy/m90OWJfBOOlF+93s5Qf2WNqLVli/xEGZvmM3/IMPPqh//etfB927zrT8scceq2uvvVaVK1dW9+7dg+/QWYlycABPdOwoXXFFNJGHwql3jzwiM+LAv/Z/OQbEBjoOtB2zRdiNaxDEKBv6XBMeMx3oorPCYMS1H2CbxEpmqIhnrkGZwviM37ksXxifqUv8wTWwTWzE72aPgSfzaHgytwdP5ocHzott9+vXL9h0yWtsTMNzCE0ssSP//Oc/deuttwbT8Kzh0Y5F65NYY/6kO+44PJmbwb8qVJBpl8LvHIw8U4cbzOhuqTZsWG30eDIvDzyZ24Mnc+PD+39+C0/m0fBkbg9lJXNmPpm5NiZmnCl69FgUP0QyjwXTzKzjtmrVKphiZzd81KY5dsOzaQ5Hb926dRBoYslv82apfXvpxhulo48+kMRNdqZTUDgNP2YMyyDY4P4vxiA9Pc/U4xaNHp2gadM2mHK6n2b3ZG4PnsztwZO5RXgyt4fvM5njJwkJUvfu0jvvFE4DM8J84gmZtpBGjpRSUvYnjsAPncxDUA7W59iYWrduXd11112HPEKWUfx1112nDz74IHhjgLYFhqsMcUht2sj8TXrjjcKLZWrXlvr2lfGn6BE5IWDyZKl+/QI9/HCGrr9+j+68M12VKuUH7WLc3dTr/sSW4cncHjyZ24Mnc4vwZG4P30cy5xGI3ZBIxYrSKacUbtJiJBnK734nXXml1KhR4RnqxuYPwpFC5rGgvbB7rlzFsS+66KLgVLmf/vTAe9cZwXOELO+mtmrV0pDGDEOOvF/Me7n4ayFRZx3ijBoenRkQ1ttvuUX6858PnKZnjZ0R/auvShMnFs6c2IYnc3vwZG4PnswtwpO5PXwfyZyPGJF//LF00knfEUhRgeBvu00aNKiQmIriSCTzEPgqOlgr//DDD3XPPfcER8j+zvRyYkkd+etf/xqcG//66xXUo0c3LV26yAR3KuzQz0eMol5vukn69a+j6x858UTp7bdlfNH+CN2TuT14MrcHT+YW4cncHr6PZM4o2xQ9uHr0T386mEBi5brr/jfJHOCvBBZeYYQUeBc9PEIWAi+6aY4jZDms5rbbbtWnn9YKDtqg7aPagLVzRuVnnx1d76H89rfSo49KM2ceepRfVngytwdP5vbgydwisk0BeQ87MZEDCXbu/7QUKMhXXnaWySdXuQfHsYPgydweSkLmfMRaeIcOhWT9i18cTCLIb34jPfywNHZs9DTvkU7mvNJGm9GppXyUl/eJsRtOL3zhhRd0ySWXBGfAx5I68msz3D7rrLOCjXXhhS+xHWN+TJsmk4d03HHR9c/mufPPl+rUKXw/PaIpywVP5vbgydwePJlbQb5yM/dp87rVmjp5ksaPn6Klq9YpLauEUSQ/S5nb1mv1otmaPmmiKec0TZuzQis279Guw7S/J3N7KAmZAx7DPE6wyYqRH6Txt78VjgQ5/MTwkJ57rvC1K+JFVDb/C2SOHg7gIcDE1iVBgDJzNCnXrvLu+kknnXTQu+scSnOMqVBOmqtYsWJw7zqBkbzhTxOzzCheuv566dhj80z95+kPf8gPDpm5/36pdWuZ9IWzKbbhydwePJnbgyfz8qIgW1kbF2pmvyaq9fpjuvuW63X1FVfq+vteUbU2YzVryz5lHJLTC5Sftk6JEzqqWdX39Un9Xho2d41WLJmub7rXUKV366pG9+lavjdHORE2jiOEZM7vLuHJ/EAw3Wv4yhCk1KNHIXnwk3/z+eEOBvtfI/NDlY/T02hjdsPzTjqvuP3W9IqiNs0xDc/Z8dxBMHv2LGN/O03d5Rmik7p02aPatTfriy+2a+jQ3GCd3HCgM3gytwdP5vbgybxcyFdezg6tmfm1po76SqMmTTcjst7q0rCyKtxyma664Rm91mWOFqdGNaIx2uxNWj3+S33yzE265YVP1GBUorbyPm3ebu1bN1qdK96rR259Xi82nqWFKZkqehhgPMkcxJI5Ac0lMJZ4kjnEEkvmJdVnTDMgbuIea7PF9AECkPd/i8ypS9cgkKCH+qQNiysfBBKO1sNpeHbDF900F77ixmj9tddeUfv27cx3ZmjhwmUmiC0zPr7O2Kj7ugzJHF+IN5m7BrZ5JJM5fhdvMuc413iQOb72gyFzNsaEAQkjgJyLE9JCPjgEPRc6AlHpyiYcOr9NWzZs1KbN27QxZbuWL5urmWPbqtXLT+r5O9/UB11naO66HQd+zzz73l3btX3JUPWpcYeuvuBc3fJOB/VfkKrde7isYrd2b0/Q5GYP6MlLztQZV9ZUqwmJStqxR5tMGTB8zjOm4ajEN954I/g93HzH3wk0HO5xgN5yCPUWXidL0GVvQFQ6W0LApIwYC2VCf0nbvLRCvpAJHQc6i4wqOSc6Km1R2bu3UPbt++73qHShoIu8cXBuZ8OubbZTlKATPdxOFdZlVDobgi6cHD3UJ21I+Q7Xdvwt/DtBDxtjWp17BzhJ7u9///sBpI6waY7NdP/+942qWPF1ffllExMfxprvF15fC8myTl9Ulw3B9vEBnhOfiEpjQ3h+AmTsRSuu2y48l58LjtB9uHYrr5A3ZSI+oxO/c1U+dFEeRsnESkg2Kp0tQR+dE2yEjpFrP0cfvkZMoXOEH0WlsyXEZziGWbUykTnX5HH1YEhcPHxxAokzokfYXRsSoVXhWVat0MLZ0zS4e1PVf+shPX3vo3q1anv1mbhYi1clKdGkW7UqTJ+kVcsXa8aAGqr+4NH65+n/0p3V2qrPVJMmYVXQe1y5bKHGtLpPT139Cx136nWq2HyMxsxdpa8njFOXLl0CadmyZXBQx/333x/8zju+nTp1Urdu3YKr6RhllrSeihMMhPwgV27Wog34LCqtDWFUx21DXP1IMOMzW2UpKuRL2bi2kw4jNuPEToyEHS6CJfZM54F/u6xLdKJnwIAB3zq7K33oou3QQ33ShpSvpG1HOnydQMEzYmscSPPoo48Go3XW0YsSO+vrJ5zwd91+++2qWbOm+vTpHehHL0Gb/KJ0lVWwfTpG+AJ2E5XGhhAHIB/shLokfrm2E+yeAI3f0eEsabuVRcibMnGOPzrxO1e2iS7Kw2CQuqRzFI+65BYzrl3F/5gRiEprQ9CHr2ErdDTxwah0toT8aS/0lXlkTsPj6PR66OkUJzgzzofQ86NHEZWuvJKaskGJi6ZrQMfP9MHT1+jmi8/SVXdV1rttpuibhBRt3fld2p07d2n71k1aNrqmaj38C5121ql6qGZvfbVsh7YHf98Z5De7+6N6+cajdNwZV+uNtlM1M2mH1iWvDQIIQqMxJfn6668Hv/MZBktFU256ZyWtp+KEeqMXTXAJr+6MSmdLGPFg/DgfvVs+s1WWokK+lI0eNA5B3TG6jEpbXkEX7cJoBDLAMfh3VFpbgk6cHcfDRlz5AIIunBo93B+NLZbVDvkOowB+4rvYXYsWLfTEE0/o9NNP1y9/+cuDiJ01d3bDP/LII2rUqFFgP7Qto9xwtLTT+OKePTuUnr7DjOJ3mFH8DvP3HWZUGP0cRQXb51kgIvKOSmNDeFZuDEQXZMAso+u2I3+IjsEPM5l8FpXWhpA3ZWJUjk78zlX50EV5ICDqEn+ISmdL0EcMwUYYjKCP2b+otDYEfcRLBgn8JH5GpbMl5E97lXlkjoFByjhlScG0DRVJ0MShXSJ97y4tXzJP34zqqI5Vb9Xt51+oC+9vpg6zt+rgVf5cZSztq06VL9Jp556ve+sM1dSN+/8ECvZq1YAnVeG6Y3XyuRVUb/QabSjyvizTidWrV1ft2rWD310j3NgEodOgLsH6EsaBo+OErkHZGMlBPtiMa+AI4UZC1/sBAEESR4/HdbKsp6GHoMJxrzbLR97YIKOdOnXq6I477oh8xe2oo44yo/UTdNtttwXT9Yw0qYMQLHWbkGLsS8aeWW8s2X4HQOAkSDPdjt24BMsF6GKUx/p5PECshFzjEVMoUxifXfsd5YFHqMtYW3AJbCTsQLv2c3yNzgpxE850Cfa5wAF0NI+ADXAFys/NUgbrpPsylW3qLssQ0HpDPEnLZmpW91dV9clr9O+X26r7vK36tvvBu+QmaBQUmC9sN6Oztq/rrmsu1SUVWqvz/F37N7nlqyB9qcZ/fr+euPo6XftMNw01o/a9RWyB8vhX0+yAskHkOB42U9xu9vLA72a3A2wEW/z8889133336eyzzw7uWGfaPZbY+feZZ56pV199xYzsO6tDhzn64INteuCBPF1zTeFFL88+KzVuLM2YUfxOeAIzQZMOWbw3wLluO7+b3R7gLWzE72aPwfeTzLO1d+tyzR3QXl1adlK3gV9r7PR5GjNhnMYM66lejT/W5581VtvxK5W0O8dQf672bVishaMHqd/AbzQ/abvSctK1c+U49fuskp586kN90GKMpq9aZwhzsZZPaq+Gb1ZQxbebqs3k9dqYlnvQIZeezO3Bk7k9xIvMAXWJfVC2Hj16BLNUTLFD7Ey5x5L6UUf91JD9sTrmmKv1f/9XxZB8P/P5MiO79bOfFejYYwvPDhg2jLixX0EEPJnbgydze/BkXmbkK3P3eiVO7Koudd/V26++pedfe09vfVhTdRq1VK+hU7R49U7tyco3KSGG3Vo3qZvavvikHnuoploOX6a1+Ep+ttJTVmn+iN7q2LSFmrfupC7dO6lNy3bq0HeKpq1IVZoZrkeZuCdze/Bkbg/xJnOmF/FvbBM/wG7YoMa765dffrn+8pe/6Kc/PeoAYv/Rj1hvP8HIzUY+MzLFSIr+/vdsValSeFvboeDJ3B48mduDJ/PywBhefk6a9u1M0aZ1ySZ4rdCUadM1beZcJW/aFkPA/JarrB0btH7hHE2fsVxJm/coI3ZZIz/D5JOqrVtStNU0fMq23dprOgKHM21P5vbgydwe4knmxAZ00HasT8aWDdJlEx7vrj/zzPM6/fRzzej8/wxpx5I68gcjlxp50Yza2+jFF+dp8eJD+5Mnc3vwZG4PnswtIt885zoTUBITE7RjO2Tn1vE8mduDJ3N7+G+ROYEzKojl5rIhb6O6dv1ad975uX7723sNcR9v5MC1df7905/+RaeccoMqVqwW3PyWnLz2oOdn448nczvwZG4PnswtIjQWdkXTeK4dz5O5PXgyt4fvG5mHMI9l4ke6PvggWddeO0gnnVRRf/jDBfrlL4/Wj38cS+o/0q9+9Ssdd9xxhvzvVLNmzQKbxy7Qx08CNDMBrnd8ezK3B0/m9uDJ3DI8mduDJ3N7+L6SOaBZMd3587M1evRWM1qfrRo1mun++x8LNs3xmlsssXNOPCfNcYRshQoVggOZOOsCoQ1dB01P5vbgydwePJlbhidze/Bkbg/fZzKPBU1M8t2705SQUHioDrvhGY1zsUvRV9w4pOYf//iHrr/+ej3zzDPq0KFD4O8ubcWTuT14MrcHT+aW4cncHjyZ28MPhcyjwLMTfNu2bauXXnpJl156afDueiypI1z6wil0nMDYvn374ARGNsbZhidze/Bkbg+ezC3Dk7k9eDK3hx8ymccirLMGDRoER8gyDc91rEWJ/c9//rOuvvpqValSRb169QpsCHuyAU/m9uDJ3B7KTeasU/GwpTmWFeKnAeNxnCtBjOfEOF300osi9jhXdLsGBkKQxjhdH+dKm2MctDdG6hqUjU4YpFCazmJZgZOHnSKXHYcQ2GO8jnMlaIXHudKGrgmI98xpOzakuQiY5MlZ1Bwhi79dd911wVWsRUmdm9yYnuemNzrYnFtd3k4vPv7fOs41HjGFMoXx2bXf/S8d5+q640DMggMg88cff7z0ZI4zcdkKZMmD0wMpTmg4Ls9AMJioNLaEAE2PloP1IQVIqKTPWZyQD/mFN/8QmIcPHx5U5PPPPx/ckkbF0uHhJ0QB8drSj1A+nBwdYaCOSmdDwk4DNxxhoHxmsyyxQr6UjZu2qDtshrqOSlteQRdExwwTwZ7RKzMPrsqGkDf2iL3Eoy4JYMw6UJ+0oavykSd1Cdmhi44fum3qIi+InJEVP7GNgQMHBtcO33jjjcEa+v/93/8F0+6xxP7rX/86uOWNqfrmzVtp6NBpGjVqgwYN2qshQzKMD+81dZNq7HxLoGPz5mjd4Ywk5YP0iqaxKejD7lkyIM7iEzbrsqiQN2UiNqOTug0/L5q2vBLWZWx8dl02bBObJKbg5/w7Kq0NQR9+gK3gc/hBVDpbQnymAz127NiykTnXIUJaEBoPy5RvcUJaDoMPKzQqjS2hcDgdREvF4gxR6coilJc6wBAHDRoUSPfu3fXAAw8E0xz8znuxXHM5ePDggHDp9JS0nooTyoKzhY6OwUSlsyU4OR0HTvLCAfnMVlmKCvlSNjpJOAM2Q11HpS2vxLYjnVM6XUy5R6W1JehED3ZBXdq0y6KCLjrN6KE+aUPK56LtwrqkY4QubBPdLnQh5EsQY6SFXeJvXDv88ccf695779Upp5wSvNIWS+rI0Uf/2fztap1++ps6+eQupgMwV5deulFPPbVNLVpsNrawztRRtD46zQRMysfvRdPYlLA+iV/EWnzCVV0i5A2phvEZv3Npm7HxGX+ISmNLKBt2T0eFTrtrP0cfHQdsBZ/DD6LS2RLiM+1FDCvTNDuVQuUwZcE0QkmEaS6cAKNhWiAqjS1h3RoHQBcFY10hKl15hKkipqYQdLBOx9QfPTPWhMK/sWZnUz95sb4VrvUySolKZ0soCyO6kMhd1GWsUDaMk04YNsO0e1Q6G0LedLRwOtqNNo1KZ1OwFToqBEvXdYn9oYf6hPxcli9cn0cXAQa7iUpnUxilM8NBGVm6QwiedKQrV66sK6+8Un/+88HT8D/60a+NnGjkPiNN9dvfTjNpN6t160xThgKTd0EQ60I9/M7UM0GagciuXbuctx22SfwizhLPotLYFNbJw+Ut6tVl+cL4TGcMf4hKY1OwTWwynPp27ef4AR1bfrr2A/gFDqBjVOYNcATA0mz2wgFwNIInAdslKCBkh8GUd62sJCBofvDBB/r000+D310DY6QHCOG5XnPCqSE6AhnTU65B2ej0hUHT5foWeWPPODkBDPt2DewRx6OD5BoQAnoI0EzJuSwfa3foCEet2I1rMChgpIUvUNZYQE4cIdu0aVPdd98j+stfzjbE/TsjRYn9z0Yu089//rruuKOXevZcanzq4DVjgjK6IDzXe34AtkmshBRsbeI7HMKOEDrxO5cI4zN1GY/4jG1ik3Q00efaz/EDBlrETdd+AKHDAcyo+N3sFkB5/G52O6BskI/fzV5+hKNlOkaswbosH7EBHbQdI+Wi5OoCBLFwZH4owtu9O1NDhqzVjTdO0E9+Ut8Q961GGK0XPUL2KP361yfpgguu15tvVtawYcOCoBi2EXVJ55mY4nezlw9hfKbjhz+4BraJjbAkiT7Xfo4fMPghbrr2AzoLcIAnc0vwZG4PnsztwZM5/lJ481rVqtLJJ+/TUUetMMTNlasVjZxlhFvbDtw0x2tv//rXv/Too4+qRYsWAYkzysJOiCnxmH3zZG4Pnsw9mZcYnsztwZO5PXgyLwR/Mnys5s2lp5+Wbr89R7fdtkk33zzByBdm1P4fnXnmOcFu+FhS5xU3rm295pprVLFiRdWtWzcYscdjucmTuT14MvdkXmJ4MrcHT+b24Mn8O2BGbNUxSU19yMQxmWfN1+LFacbW1mjIkKGBD99888068cQTzQj+wHvXecXt2GOP1Q033KAaNWoEu+jxQerYBTyZ24Mnc0/mJYYnc3vwZG4PnsxLBwgNn2rXrl1w5vu5556r3/3u4E1zv/nNb3T++efr2WefDY6b5RlKEwtLAk/m9uDJ3JN5ieHJ3B48mduDJ/OygXZhKp3Rd/369fXQQw/pn//850EXviDc5HbLLbcE/s8RshCUjXr2ZG4Pnsx/wGSebQoI2SUmJmjHdsjOk3lZ4cncLjyZ24MrMo8F5SD/3r1768UXXwxOk/v9739/EKmHR8jec889qlevXhAjsamywpO5PXgy/wGSeX52utJ3btU6E6CnT5+hb2bNVfKmFOWWyi7zlLVnl3bsP9aRhtm4fo2SkjdpzZY0ZeUcTC6ezO3Bk7k9eDK3B/In5vXt2ze4g+H+++/XOeecE3mTG6fPnXfeecGmuT59+gQkwrOWxpY9mduDJ/MfEJkX5GUoc8cKLZ3YR/1bfq66H7ynCi8/r6efq6APG/XR+KWp2pVVUPz4PD9DGSlzNKVHSzV9/yPV+rimatb8RDU/aqAmncZp7PLd2pN5cC6ezO3Bk7k9eDK3BwgofM8cWyEOctQqPn/HHXfopJNOOugI2V/84hc6+eSTddNNN6latWoaOnRocMBNScjZk7k9eDIvAZmXhrg4VSg0FgzHJjK2r9XyUe00qG8PDRozRRMmjFHHhlX18q2X6OJTr9F9r7fT4GW7tfuwB/8UKHvbKi3q/Zma1Dfk3ftrTZsx1wT6uZo7Z6lWrN6m7YbI8yJsnPK8//77qlWrlvWyRSE8AQ4yJ6C5BMbCO7aQebxOgAvJPB4nwIVkjpNj366B40HmdIxcg0CCnpDMXZYP8iF4hWSO3bgGJ8CFZI7duAQEhC7iV2zHAX+nzEzDc+nLoabh2Q1/xhlnBJdhcCoddwIcrrOKbYZk7rqjAjgBLozP8TgBLiRz14MRQB2HZI4+134eS+au/YCOCRxQLjLHyMIeHJVVnKCQXi0NiLFEpSmLFBRkK23nFiXMnquEtSnaY2J/jnnOdUu/0fiWb+o/V12gs296Q3W/Wq91nPVQYL5zQB7m+SlD+gatHNNcNR+4Tw8+XFHvtR6oEVOWa80uQ+CFxTcwo3vz/fC71AflJ6jQ8+aiB+oEUMn8/Ts9doQ8ObSCdiC4QEIlbYOyCKM7SJz2pgMRljkqbXmFfCkbRM7Ri9gM9RiVtryCLvKGzHE8zjeG/FzWJXmjB/9hZsV1XRI00UN90oauykeeBK2w44BtQq6uyhYKtk9HDH3YTVQaGwIgbXRRPgYx4echKCsjdu6t+OKLL/TYY4/p9NNPD9bSY0mdW92OPvro4Nz4t99++9t714sOArANYiVH0kK0LuuSvJllhcjRid+5sk3yDI+OpROEP7guG7YJmTOzEvp5VFobAvA1Bj+QOn4Qlc6WEJ+xO46ILtOtaezy5PAELgGgt1MS4SYlvofwPSo2Kl3pZaHJa4Hmzef3xYFjzJk7X1+PGqi+n7+sR++6VZc++pHq95+sqfMWa3FkHos1f/o4jehcXx+9+ZKefvBu3XXDlbr68n/rtscq6eO2QzTym8J0SwzJMCKmHB06dFCrVq0C52VH65133qkGDRoEnzVv3lydOnXSqFGjArKAnA7WW3qh3pgV4UpSpu3C6y1dCR0GRpLcDgcJRaWxKTgBN/IhjF6o66h0NoS8uXmOW7e4MYqyRqWzJdgAelhHpS7t+UC0YHfowQa5vY/y2bLDokJdogNd2Ca6o9LZFOyDOIQ+fCIqjQ2hzujM4m+UD4It+ndIHiIM4o+xYa65ZSMcp8ixfh61ts40PNPzvNv+zjvvqEuXLkF7UZfkw81b2Cb5uWq3UCgTN2+xdECsjkpjS2irUBf+EJXGllBv1Cc2Qpu49nP0Qay0G3GTDmBUOltC/rQddlmmkTkVg+PyO9MW9JCLE6ZVcAiE79GbiEpXNkkNniMQ06tcvyFRXw9tpfov3K2XXqiqBoMXadm6FPO3Qz/rVtNj27Jpo+lVJWtNwlItnTZY/Ru8rscv+qdOv+hZvdRorGZv2qYtJv9wzYzKJCDTaLxz+uqrrwYNyWdUMg1LOio3SmdZBN2MgDBIdDE1FpXOljBVRKBixEF5+aykbV5aIV/KRjAhUGMz9KSj0pZX0EW7QDrYMrNGNtspSrYb+0tIWGkcb7ixjYXmM5s+cKBQPkYG2CL1CTmwXOKi7cK6RAe6sE10u9AVK4zu8AF8jb0BdmPKd0K7rV+frClTJpn4Nd3oWms+j9ZFmZmdQ3geZkaoD65Gfv755w95Pesvf/nL4FCaq6++OliHp1wIsZa6ZPaPEXOUzvIKz5ycvMb4wixDtDOVlJRoPt/qzFZoKzooDOqYDYhKZ0vQh23SBhA5+vCDqLQ2BH3ES2IK/kDbRaWzJcRn/AA7OaJ2swfIT9fWxBnq0byW3v2wntoPmamN+8q2iSp781zNbvmcbr30Id1RsbcmbM1X1FaU/8aaebw2wDFFhcHgfPFY541dMw+XcVyBaarYDXDYt2ukpm4zjs4GuPismcdugHNZPuoSHeGaObpdI3bN3P0GuLRAF6PvwlvTSmeX1AfLVIxIGbE/8MADwfnvv/3tbw8gdd5lP+GEE4KZPgYIvOdOJ9p1XNm377sNcLt2FS4VukLsmjmE5BrYZrhmjj7Xfo4fMEggbrr2A5YK4YAj7z3z7B1KWTpDY3p3V7O2fdVv7Cyt3YZh5pqHT9fetExlZUcQe0Ge8nJzlJ2TrwP+uneNNo34WE8/9pYerzVKs3bnK+rwRhwt3M3u2ukgt3AtNB5kjjHGkrlLcgWULZbMcURXKErmOIYLUGVmUGXIQOradZ/eeSdRrVrtNCMTKSUFv9qf0DL8bvbygztVzMBHI0ZkGWJdq0aNNpjfM4LPyrLnDv8hRlBP/fv3D65OZrc7Z8DHkjrCaJ3d8BD/Z599FnQE8EGb7chGeeMCGj48Q19+uUlNmmzUoEH7tGIFBL8/kWX43ez2wGDryCFzQ8S5Gdu1Y/UMTezRTE0+qqMan7ZVqx6DNXjUKE2fNkGzJg3X6BFDNHream3Ym630bWu0evYUTZy6TIkbd2nv9iQtnzZI3Tv3Up/h0zR76WqtTU7U0ukj1b/+h/qwcW91nb1Ju0xQjqIyyuNfTbODI43MCZbGr9WwoXTPPdzcJR11lPTXv8oEcalGDWnSJK7q3P8Fi/BkXnbQwTIuph49ZEbI0gUXFOiYY3KN5Oiii/L0wguFf+MFj/K4BM9NLG3UqJEeeeSRYH096ghZLoG54IILVKFCBaO3R+D7zEyUFbiVcWvTuZSeeUY6//x8Y5O5plORo3POydMTT0gdOhTWge0N2Z7M7eHIIvN8M+LeMEff9PxUH7/0lF587nW98cEnqvz2O3qrciW9/14VVXu/uj5o0FkD5yVrW06aNs8aqD7vv6lXX2uq7uNXav3mVVo8pp3qm7RvV/pAH9VtqmYdu6p7/2EaMGS2FiTu0O7DGLQnc3s4ksgcPzZuYgKw9Pe/Sz/+sXEq41Wx8oc/yARxaexYyl4+YigKT+ZlA21APGzcWLr4YumnPz243X72MxlSL7yJjdWn8popbYN/semN5brw3fWiR8j+1DwM0/A33nij3n33XQ0ePLhM9W2aSs2aSRdeeHDZEGz1nHOkL74ovJzGJjyZ28MRNjLPUXbadm1NXqmEFUtN4FqiObNmacTw4RpiDH2iGfYsWJakhM17tDeb+cwcZW5NUtL0SRo3bq6WrduptLx85WXt0+6UdUpeuUxLlyzVssR12pC6VxklcFJP5vZwJJE5U+udOzOqOzhYxoqJ2UHQNLxbblKIhSfzsoFHnzlTJjjKjIij2wzhbw8+KI0eXfgdW+A1O4iOt2I4F55LXaJG6+yGP+200/Twww8H6/BsmMNnSgKWeO68U/rNb6LLhvzqV9IttxTOHNmEJ3N7OLLIPAI0FkGMZy3NM5YVnszt4Ugic+Jqt27SJZccHChj5ZRTpCZNCqdsPZmXHC7J3IwH9OSTMiQa3WYIZP7YY4WzKi6Kyy5lRuoIr7xC7KeeempwAE1RYmd9/dJLLw1ecRswYEDgP4eLRZTvvvuk3/8+umwI5bvrLmnq1P1fsgRP5vZwxJN5aCz+1rTyw5N52UF2Jn6YACsThGVGUgcGS6Zv//Y36bnnpGnT7BOCJ/Oyw5iD2rYt3NfAUshPfhK2W0EwBQ3RXX211L594ZS1bTPFNomX+B3xjPqknJz3QKy5/fbb9Y9//CMYnceSOq+9cR870/RM1/NuNZ0C8ojF5s1Sx47SbbcVlu/HPy7YX77CKXY+u/FGqXXrwmUEm/Bkbg+ezC3Dk7k9HElkDvBlE7OCoMhGquuuy9bZZ+/SlVdm6dFHpXr1ZOoWm93/BYvwZF52YHYskzCFXrUqpJev88/fp4suSje/56pyZRliLSRFFyaKbRIribOxZcP/OEGT2NatW7fg3XUufImahuczRvJMwzNlD5mFp28CwveYMdL770u33pqrSy5J18UXp+uWW3KDDqjpB5j4SdsGya3Bk7k9eDK3DE/m9nCkkXkIXmNiGn3atB3q2nWmxo/fZNqQoy33J3AAT+blB+bHpvH58zPUvftK9eu3xvyeZvyuwDrJxSIkcw7ZKjqqDkGd075Mw7Nmfu+99wb3rhcdrSMcSMMrcFWqVAmOkF21aqUhgoygfISshQvTNXjwOg0YsNb4+h5TPvskHsKTuT14MrcMT+b2cKSSeYjdu7dqxoyvjcMlm3+5rUtP5vaQk5OmxYvnKSFhmalXzpJw23YlIfNYkIZ4x5Gz3BFx/fXXi9fZipL6z3/+82B6HuKvXftT06kca2wy1ZRvn7GVJFOXq0xdur1oxZO5PXgyt4zw0Jh4nADnydwe/htkzglwhbemrTP/8mReHsSTzDkBbsGC+SamcALcXud+UFoyjwUxiGN827Vrp2eeeSa48CVqtM7pc9zk9tRTTwV3SQwfPiwoo+tb0zyZ24Mnc8vwI3N7ONLJHHuEzCFZ13XpydweeF0MXRAQZPl9JvMQ1AlHyHIJB6N1Ns0xDf+b3/zmAFKH6I877jhdfvnleuWVV9S3b98gfhLLXJTTk7k9lJvMOVaQg92pIAIuJxEVJ6SlgJACASYqjS2hMnE8OhwYDU4fla6sQuVRD5ApBsLNZS+88IJee+214Pfwph6EDgVEEZVPWQUjoeeNLsgoKo0NoW15dsoAAUEK4edF09oQ8uUSBAIYNwHRYbHddqGgi3akjXAE7ARHj0prS9CJHoIrnZXws6LpbAj54tTooS4JnLSlC31hXaIDXdgmul2VLRRsP7w1EJ+ISmNDKAfXWnJRB7ZJp9aVXSJhfRIrubCDeFbauiQ9I2yEvKgrBmEtWrQINs1deOGFwVWsXMkaS+xMzZ999tnBaXS1a9cObi9kEIZvQO4IeUbpLKmE8Zm6ZKd9VJpQdu7cYfTtMHp3mMFjYbkKy7Yz+DfC36O+i5CWZ8dGuAQI/7Mdj2OFuiFeElP4iR9EpbMlXEQVDrBLTeYYxYgRI4JXJDA2GoPGLk4Y/aAQIYDS64xKZ0MgU8iHm74gdJu6KC9BiytQmcZCmjZtGrwKwjrUl19+GVyN2qZNG7Vu3To4f5ngVtJ6KolQPoyFZyhNG5RFGGlxuxFtTuDkM1f6yBfy4VpSBJvBIaLSllfCduSgDcgVO+HfUWltCTrRw3vAYV26FDpfEBB1SSCjfC7ajjxpJ3SgC9tEtwtdsYLt4wOUEbuJSmNDKAdkwJWdDGL4PSqdLUEfMYtYid/h7+WpS74LiRG7EeqNa3irV6+uu+66Kxit8556LKkjfHbuuecGU/Wff/55cNocAzLyY3BGnlH6ipMwPlOXEHpUmlASElYZvlhl7CpBPXuuMZ2RdWrWbJ06dkzWsGGrTedxlbG9VeZZDvX9QtvEJhmEos+ln6OPeElM4SfxMyqdLaEs8Cl+UKaRObsn6THSQw17a8UJo3F6Ywg9M6boo9LZEAqDw0EGGJ1tXfS+KENYoRg401NvvvlmoBMjxxkRprnoQUXlUxahLPTGCF4ET0avUelsCb16yhj2NF22G0KvmWATjoCo66h0NoReO4EFYsWubbbToQR7xPFwQtd1yYgEPdQntuiyfNQlOtCFbWI3UelsCr6FD9BxwCei0tgQptWZMeJaXnyd3123HXZPrKSzabNslIVb31g2QAdk069fP1WtWlU33HBDsOu9KKkfddRR+tvf/qZrrrkm2A3ftWvXoB5oY6Z5mc4n3yh9URLGZ/LAH6LSIDt37jEDoT1mgLRHDz64z3QsMnTiiVk6/vhsnX56pm65JU3vvLPHkPQeU0fReSDYJjYCuaLPtZ8TL8POums/YIYIPyjTyDwc0uO0ZFZSYDhh75KGdwmMix4owYXKdA3WgLj96NNPPw2cxDW4JpQGZMRPY7oEzkrwwvGYanQNygYB4XzYjMu1SfLGngmaEB/27RrYIwGajoprsF6HHgI209Auy8caLzpoOzqY2I1rEJQZlaAPu3EJfDxcNiu8AtUtsE1iJTM5rvcDADoMdDK5cvWJJ5445BGyTMNzdSun0bVs2TKoEzo2pUEYn6nLw8Vn/vTll4UnKHI5kVF/gHC4DRcWceiSGVsae9//xSLANrEROu7oc+3n+AGDOuKmaz9g/R8OYLDlN8BZAOXxG+DsgLJBPozusBm/Aa7s8Bvg7OGHuAGuNEAHsZ3yMejCRuvWrfvtprmo19z++Mc/6qqrrtLbb78dLB2FA7Xi6iaMz+jCH6IABxruDW6nO/rog4k8FAj9H/8ovNvA9P0jgW1iI8wGoM9vgDPwZB4NT+b24MncHjyZ28ORTuaUifiMhHGdMtOe7PshvjENz3T7z372M0Ok35E6u+EZrXPvep06dYJNc8wcHsoGSkLmxpzMs0iVKknHHXcwiYfCiJ2b7ThW91ATvp7MTV3t//ktPJlHw5O5PXgytwdP5vbwv0Lm6MTvYkFZ+Yzys7H3ueeeC+5dL/qKGzvjf//73wfvrrNprm3btkHcYDkkFrRVcWQOIOcRIwqPQeZmwdiraDkr/7e/LSTyzz4rPDL5UObtydyTeYnhydwePJnbgydze/hfI/NDlQ8bIh6wM7xGjRq67bbbghPlio7WuYf9r3/9q6677jq9//77wYUvcAdloa34PYzPhwNbIRYulFq2lF55pfCWOu40eP55qWZNaehQyJP62v+FCHgy92ReYngytwdP5vbgydwePJkfDDao4qdMw7NuzqEzjMxjSR3hylZG67wGxymZvG4H2VGXRUfthwKkblzUxD2Z9maTWeHIvSTN4Mnck3mJ4cncHjyZ24Mnc3vwZH5o8KzYNTGiffv2ZuT8qI4//viDDqRB2CHPLW8PPvhgsL7O62IufRx4Mv8BkzlBjMZLMPq2b4fsyuB4xphLas+ezO3Bk7k9eDK3h3iTeUEB95kXknlGxvebzGPBK4LshufddV7X5TCtk08++aCz4ZmW5532W2+9NYibHEiDburZNjyZ/xDJPD9PecbwU1M2a4FpuHmLlioltXTvYRdk7NbOzWu1esVy47gJSli3VdvScnS4twU9mduDJ3N78GRuD/Emc2OdSkxcYWxzpqnLHw6Zh8DW4Afe7e7UqVNwqNYVV1yhY4455oARe7hp7swzzwxG9JymyYl+2BJEZQOezH9IZJ6frZz0DUqeP0bje3dQm4afq8YH7+mdDz5Vq94TtGh9mjKKa7+cXdqe8I2+7t1DPbv006BREzR27CiNGtBFbXoM1+DZa7XV5BFFLZ7M7cGTuT14MreHeJE52ZrsTZzN1/jxCRo+fJ7RmWF8AXvdn8gBbJN5LPCz0O55d/3OO+8MRutRR8hyXvyVV14ZnKbZu3fvYKm0vDHVk/kPhswLlLlzgxIn9dCwHq3UuWNHtWnRRB+++ZTuu+pCXXrxXXr+474al7hPew/lDPm7tW1hf3V871Hd/2QVfdR1hlbtzFZG2iZtmddedZ97WA8/XkN1hq5R8r68gybtPZnbgydze/Bkbg+uyZzsjAmaAYRUu7b0xBMFuuWW3br55lQ98kiuqlWTBgyQOITRhdm4JPNY0E6QKvdWvPTSS5GjdeSnP/1pcFjNfffdF8TVYcOGBfGnLKN1T+aHIXPOZedhMYCSAuJnUxrrKXaPQ8xX5u4UJcyYrVWrN2u3if05+Xlau2SqxjWvqP9ceZ7OufkNfTZ2ozZl7f/KATBf2DZbk758VndefqFuqtpZg1bGHA2Zu0Ezmz6opy6+TBfe0UH9l+xS0VKzTsSlBdwyRAB1jTBIY5wl3Q1aVtDmGAeEh5G6BsZPwIQUStNZLCtw8rBT5LLjEAIC4jjXeByNS9BCD/XJ0ZIuy0fwRwcjKQ4MiUfHCNLhSGP0ufY7SAhdkJ2LDWn0yTt1kq69Vvrd70zwNdE3VswgVhdcIDVqxNGr+79kEXRWiM8Qumu/g4AYjDBA4GKezp07BzdOcpNb0XfXkXA3/JNPPhlcZMWmueIGTdhDbBriJQME/M+1n+MHdPyIm679gPgMB7A0USYy56IVRuf8ThCkt1OckJbGY0RPQ0alKZts1VYjW1L4PVXbd2zXxk2btWjWRI1rW1XP3nuvLn/sM305doVWbdmh7anblLr/u6mpO5S6daPWTGyuRi+cqtPPPkv31OiuEYsok8nLNPy2LWs1o8sjeuHaP+rEsx7Vh73man7ydq3ZP6KDCBhpcZDCq6++GvSQcHo6O/wN5+Dc45LWU0mEAE3e6KJzZDPvWCFfDBNipQOHM4SfF01rQ8iXsuGsXKCBzTBijkpbXkEX7YLT0X4EaZzAVdkQ8sYewitQw8+KprMh5MvIgA5feHuTq/KRJ3XJDAC6sH90uypbKJAPPoAvYDdRaWwIcQAyoBPGFa90HqLSlUVSTTxKSUk1I889ZhSao5/97GAiD4XTzm67LVtDhuwx5SU+RedZWqGdKBPxmQ13zFaFnxdNW14hT0bYxE700YbULz+5yY0YeumllwYnzf385z835T6Q2P/whz8Eo3k21/HuOm1P25AvnTuEmMUGvJo1awadBcrG2j0X5eB/+EHUs9kQyoKvYSv8xA+i0tkSykp7cQPd448/XnoyJxjxriAVSUY0RHFCWoImQoCJSlN2KbzaLxDzfMuWLdSYAS1Uv8L9evKp1/Vu27GavGClEleT5rvvJSWtUeLKJZrRt5rev/dn+udp/9Cd1dqr3zergzwpa4L5+7jW9+upq3+kv/3rEr3SZJTGzE7U1EkT1bNnz0B4HeOee+4JLh/gd9Z6evToEfyk40OjlrSeSiLkR0+MgxtwCpt5xwr5QnI4eHilX/h50bQ2hHwpG1fXYpzYDJ2VqLTlFXTh2JABV1sSWPi3q7Ih5E0nb+DAgUFnJSqNLUEXo2T0UJ+0IW3ponxhXUJ06OLGKGYDXNYlQkcM/0IfHYmoNDaEOEDni4tIGMTwe1S6sgjxaOXKJHXsuEU33phuyLwgIO5oKdCVV6abtJsNOa02zxWdZ2mFdoLsICA67fhdVDobgi7aCr+jLvEH6pcZMv6ObuqZe9chJog76ghZRuusu1977bWqWLFicO00z49NEIPZJc/GOg6tadasWZAnxM7fsdWiz2VLKB++hj78AR+MSmdLyD+sszKNzAm0BAl6BkyLMqVRnIQ9dxyBXlRUmnKJeY7s7FzlZqdr65rZ6tW8ut58u7oa9RivVVvTlJmdo9wc0pjnDdIiOcrO2KOtM9uq+Uun6PRzztb9nw7Q16vJLyv4e1badi3p87heveFPOvHsJ1Sj/xKt3J6ltLR9wfQGPUF6fpUrVw7WzfmdwxT4G8KUFdPwJa2nkgh5QnIQED2zqDQ2hGdmSYQyQeS0ffh50bQ2hHwpG509DBSbYXozKm15BV3kjTPgfCwhMH0aldaWoBM9+A9OH5XGlqCLZTD0MFJmNozyuWg78iRvdNB2BEt0u9AVK9g+M334AnYTlcaGUA78HF2QHn4dla4skm3iTGZmlunE5qhWrXydeaYiR+c//rEMqUmvv55v2pNrR4lf0XmWVihfOKIkPuN3UelsCLqIj/gddYk/hJ8z/c60NDxDzGRUi29yhCxEddJJJ+lXv/pVQOaxwrvr3Lv+9NNPBxvsbrnllm+n60kPsTdq1Cjo9GEzLv2ccuAHEDk/iZ9R6WwJyyOUiUFymTfAQSSlWTOPzxWoGdqdvFBTBnRVw4Zt1XbgJC3b9N05w7nm+Q9eLslXwaapGvn5o7rq4gt19XvdNCghZv0td4Nmt3lIz159vs6/vbG6zd2qnUXywDjCK1D53TUwdAiWII0TugQOhrHQg47HOi9lY1RHxw+bcQ3smd46HdN4rJnTkWUEwVSjaxBY0BNO97leM0cHbUcQi8eaOaRKpw99BDaXoOOHLkjIxRWoJjSZvKVWraTHH5cuuqhAp56aoX/9a5/OOitPd9wh1akj06FgPXj/lyyCMoXx2bXf4eN0MqlL/KE4EIMYhTKjFR4he9xxxwVHxsaSOqN3NtMVnZ6H0LndrZWpXKbkXW88xQ+YMSVuxmPNHA5gpqPMZP69ejVNOcrbt17Lxw7WkA7d1anXGPUfM0uz5i/Rlk2rtS1xuuZPGqpx81creXe+8sxoe+eGBK1IStH2vcYzcrdr4/Qu+uLl+3Tt3TX0cZ/l2mycqyBvtzJWD1TrCg/rsQfe0nvdF2vFjiwVvQ3X72a3B8oWjhCwGZcERN4EFRzP72YvH4gN6KDt/G72soNxjuFUE2Pz1bnzWrVuvVTDh7MDnBi6P5EDUKYwPuN3Lm2TAQ/kTF3iD6UBz8mIvmvXrqpQoYIuu+yyyCNkiwqH1tx8883B0iflcwn8gMEPcdO1H9DRgQOODDLP36Mdq8Zq2OfP6KnrL9JlF12ja297ULfffa/uvvtOPXDfXbrzoSf1aNVm6jJ9tbbm7tLaCZ3U4smHdP/d1dVsiAk+Jg7kZe/SloXjNKDJ56r5/meq17ydOnRuoy/r1Vat+t3Uc+wKrdubp6hw6MncHjyZ24Mnc3uIF5l/h3xD6isMKcw0I9kf3qExh0N5yDwEtsx32Tv00ksvRb7eVlQg9Ouvv159+/Z1Gqc9mZcVBVnK2JGshNljNWHUUA0bPjy4KL9d27Zq2bKFunXrpkGjJ2nCgmRt3JNpRtVZ2rNmrmb1NSP4DiM1ZckW7QhfXSzIVub2ZCUuXmAaY4EWmh7g3AXLtWrjLu05TJt4MrcHT+b24MncHv4bZM5xrrNnz/JkfggQa4n1rIkXPS72UMLGOS58YSd8afirNPBkbhGsyfCc6ItcUy7IV0Eem3NylZtnft//cVnhydwePJnbgydze4g3mWObxEo2gMVjH84PjcyJsxAyh8r88Y9/DNbLixuZhwKhs0muS5cuwWY/22X1ZG4RODZBGl2uyQ54MrcHT+b24MncHjyZ24MNMmdzGRviGjZsqI8//lhVq1YN3lF/9tlnA1J74IEHgmNjb7rpJl199dU677zzdOqppwZ3r59wwgn6+9//rscee0wjR44MBn824cncIkJjYbckxuLa8TyZ24Mnc3vwZG4PnsztwQaZFwXPi73DSYy2sXt25xNHqEPuXG/Xrl1w/gdr5t27dw8+g3T5nk14MrcIT+b24MncLjyZ24Mnc3v4oZN5cSB2YZvxeN3Vk7lFeDK3B0/mduHJ3B48mdvDkUzm2CY2woFGxEv+7RKezC3Ck7k9eDK3C0/m9uDJ3B7+V8gcfa793JO5RcSbzHEET+Z24MncHjyZ24Mnc3vwZG4P5SZzDuMnuJeGuOJznGshwuMCMUzXZAdw9Pfff/+IPM4Vw2fnKO0dj+NcISAIAQJyvb5FwMLJCdI4OfbtGtgjx7nGoy5x9HCtkMDisnyQDzoI0HQ00e0asce52t6RXBT4NboYIODvroFtEr8YNLnuqIB4HudKeYjP1GU84jO2Sbzk5Dj0ufZz/IABAnHTtR8Qn+EAyLxMt6ZxQws3TVE5VBLOVJww0kIhQnCJSmNDeB6cgEP1CZo4IAG7pM9ZnJAP+XGQPhfmIxwR+PDDD+uJJ54IfudGuSFDhgSvPXDtHr1QW/oRysdFN9wCRG/TZt6xQr48O0ROmzNKCD8vmtaGkC/BhM4isz/YDHUdlba8gi5smXrk9jnshADjqmwIeaMH24hHXdJ22Cn1yUjBVfnIk7rETph1CG/Xc1W2ULB9fAB9+ERUGhvC7AbEgy5iisv4hVBv2D2xEr+jbC7rkrwpE6epoZO4HpXOhqCraHx2XTZsM7zRL/TzqLQ2BFvB17jNj5/4QVQ6W0L+DHyIYWUamUPkEBYjQ4yOz4oT0uLoCMYSlcaWhIZJEKOHRONFpSuLUF4qkHJA3AjX791777165JFH1LFjx+Be3l69egU/aVRGKyWtp+Ik7NFCQuQdTjNGpS2vkC/kCvFwBSoOEX5eNK0NIV/KRrvheNgMdR2VtryCLvImqBAwqUdGJlFpbQk60TNo0KCAgGzaZVEJ2y4kc0Z4lM9F24V1iQ46YeG90S50xQqBmSCGPnwsKo0NIWgSU9BFXRI8Xbcd+RNjGBDYjB9RQt7hYAud+F1UOhuCLsoTxmf8ISqdLUEftomNcFshfODSz9GHH4SDHzouUelsCX5GpxZ9vDdfajKnUqgc1hlZE2BqtDiJvQKVKU2mxaLS2RDWfDAYOg2sX6CrpM9ZUmGJgSkbdFEnlSpV0rvvvhs0JtNU/A3hd6aVovIoi1AW8qQRGQkxlWO7bLHC9BvBjM4D5eQzV/rIl30YBBOc3PUVqEyd4mw4HXbC9KnLuiRv9IRXoLqwy1DIl+UsAhmkRxu6Kh95UpfYPm2HbaLbVdlCIWjhAwRnfCIqjQ1hqpQpfeyEwMm0psv4Rb1h98RK4iwxxmVdkjexKozP+J0r2yTPMD5Tl/iD67Jhm9gIRB76eVRaG4Kt4Gt0ovmJH0SlsyXEZziATliZptnDDXClXTPHyQmertfMcQSCGKO8eGywoDysmdeqVcvJ9YhFQfkwFIK06zVzjDPcABevK1AZBRFUXG/EYS0Ne8bJ47Vmjh4cj7Vs1yCQhRvg4rFmTqCk7SB1dLtGvNfM6WBCQq7jFwjXzOlA4O+uQdwK4zN+5xJhfKYu4xGfsU1shM5DPPwcX2OKPd5r5n43uwVQHr+b3Q4oWyyZ44iuQN6MkCFzv5u9fCA2xJvMCWIQLPpcEx6juVgyd9122GZI5sQz16BMsWTusnxhfI4XmWOb2EhI5q79HD/4wexm92R+IDyZ24Mnc3vwZG4PnsztwZO5PXgytwxP5vbgydwePJnbgydze/Bkbg+ezC3Dk7k9eDK3B0/m9uDJ3B48mduDJ3PL8GRuD57M7cGTuT14MrcHT+b24MncMjyZ24Mnc3vwZG4PnsztwZO5PfxPkDlBeuVKjgv0ZF4eeDK3C0/m9uDJ3B48mduDJ3OLyMrJMo2XqIULCWJbVFBeQsjbre07UrV2415lZh/8jqInc3vwZG4PnsztwZO5PXgyt4cjl8zzM7V302LNGtJMH737qh7/qKU6T0lQRm5JDwnIVu6upZrVuYnqPf+CXn7uOT333PN67tl39H6DwRq8aJd2ZR5MLp7M7cGTuT14MrcHT+b24MncHqyReWmIy/kJcAX5Sk9dq+RFQzSwySu68+zT9bc739b7w5Zqb27JCCF7R5KWDW6kL2t+pJr12qtLt17q07uPevcepXHfJGjtnjzlRNg4pyfF8wQ4TrviAgHInIDmEhhLPG9Niz0BDptxGVTIOyRznBz7dg0cDzKnY+QaBBL0QOYEFpflg3zQQdvR0cRuXIMT4CBY9MXzBLh4+Di2GZK5644KiD0BDr9zCcoTkrnrwQjANrERyBx9rv0cP4DMfzAnwGFkYbAtieB4GAqb0hjRR6Upl5gGy8nYq/S9y7VwxBd65bwL9M/bqhgyX6I92bnR34mR/IxNWv11O9V/4hE9/nhlVW87RCOmLlPS9kxlfssnMemNPuoDoSfLuew1a9YMfg8/R0gXq6e8Qn4EFnqaBBdIKCqdLWF0R0+TzhujPNvlKSqUDfLhXH1shjqMSmdDyJugguNxHjWOF5XOpjADwAUTdMZc12XY6aNjREfMZfkIKuig7YgR2E1UOptCYKYjhj7sJiqNLYHs0EVnhUGM67bDNomVnPHNrEBUGptCmcL4jN+5LB/l4ax06hJ/iEpjU7BNbIR7A9Dn2s/xAwY/xE3XfkCHHQ4oM5lze1B4Gxg9/5IITs4NVQgGE5WmvEIlbtw0TzP619HL556rf974ql7vMkHL16wN/hb1nULZoDWLp2hMx+p648m7dePVl+vKSy/Xtf9+TM++30wdRs3WvFXrgnTkA6nRy2OExe1egwcPDm6sefrpp4PrLfksvC4RA4J4o/WWXtCNI+DkXNgB6UWlsyW0N0GMW3kgdD47fF2WXcgXcqXewtupIKOotOUVdJE3t5dhy7QnvfeotLYEnbQXNhJ2jqLS2RJmHdBDfdJhwQ5dtB15UnfYCbrC2/Vc6IoV6hIfQB8+EZXGhlAORq3oonyQXlQ6W4I+bJObxbihkrK5rEvyJiYTm9GJ30WlsyWUh4ubICD8LiqNLQnrEhshLqPPZjwuKuhjkEVMCTuaUelsCWWhvdBXpotWIHOCO0RFwCiJkBbyQ6jQqDTlFZ5tzZoZmtzrE71w9jn6xw0v67UOY7RoZYJWrym8PvRQkmgMbJXpnCxbskDzvpmgsX1bqsk7j+ue80/Rude8oAqNRmry8iStMpUH4TAzMXz48IDIu3fvrgcffDAg9B49egSfDRw4MLg2NLxrmWeL0ltaQTc9WhyPdsBwotLZEp6dsnIVIw7IZ7bKUlTIlw4iMz8ETpYRcPyotOUVdJF3GDAhOwJ2VFpbgk70cAUqdUlbRqWzJQRo9BDECGaUz0XbhXWJnaAL27Rp84cSbJ84hD58IiqNDQkDJrqwTToRUelsCfWGbdCh5appyuayLsmbMhGb0YnfRaWzJZQHIqcu8YeoNLYktE1sBMJz7efoww+IKfzED6LS2RLyh1vhgiNwN/tmrZ3cQm9ddJFOu72KPhi+VHtzyrJGUqCsjbM1o/nTuvnC+3T7a700NiVPUatl7AEIN8A52Q8QA6ZW/AY4OyBvHIIetN8AVz4QG/wGOHvANsOONEsIruE3wNnDD3ID3PeTzLdq/bRWqnLxxTr9jqr6cNRypecVZ5j5yjdlyzXpDkiZtk7bxn2mp+9/Qw+/N0RTduQpyq1CMmcDnCfz8sGTuT14MrcHT+b24MncHo5YMi/Iz1FuVpKWjfpcL555pk646hVV7j1DKfsylWc4odA885W1c73WL56tWXMTlZyyV+k71mjVjBHq23uwhk6YpyWrNyslZZ0S54zRkAY19F69bmo3JVmpZoAfRS2Ux7+aZgeezO3Bk7k9eDK3B0/m9nBkknlBvrJ3b9SmJcM0qPEbuv+CC3T6BQ/o2U+6aNySdUpJy1duYKB7tH5qT3V6/Tk9/dRnaj9qmdZuWqWFo1upduWX9OLTL+u1ytX1UcPmatl1gPoMmq5ZK7cqNeL98hCezO3Bk7k9eDK3B0/m9uDJ3B6OUDIvUF7GLu3auEqLpk9Qr27d1al9d40aN10Jm3dqT1a+GVVjoJnavXqOZvbppo4dRmrKks3amZ2rrL1btH7pTE0fO0LDhg7XiImzNDcxRTtL0O6ezO3Bk7k9eDK3B0/m9uDJ3B6O8DVziTNiNm3ebMhnndL2lvwZywpP5vbgydwePJnbgydze/Bkbg9HPJmHxsKrOTSea8fzZG4PnsztwZO5PXgytwdP5vbgydwyPJnbgydze/Bkbg+ezO3Bk7k9eDK3DE/m9uDJ3B48mduDJ3N78GRuD57MLcOTuT14MrcHT+b24MncHjyZ24Mnc8vwZG4PnsztwZO5PXgytwdP5vZQbjLn/F6COwZQUkD8nJGLwZTme2UBt0URpDFMHN41MM4PPvhAn376qfOgAgjSXB7Ambyuy4fhc5UfxsklAq5B2XByCKg0ncWyAicnSOPkLjsOIWgvLuugY+QaODp6IFgCi8vyEfzRQdvR0YxHxwjSoUOLL7i+AhW/RhcDBIg9HiBWMmhyXTbArXBhfHbtd9Ql8Zm6jEd8xjaxEc6fh/hc+zl+wACBuOnaD+Bk6rDMZM6NYHyZh4XIMO7ihALSM4KAUIbxRKWzITQYIzucj5EJukr6nMVJmA/Bn0AZjkYqVKigt99+OwhmlBW9CHXEaN2WfoTGwxG4PINnsJl3UeGaW9qciwpwdj5zpY98KRuOEPZs6fhFpS2voIt2oe24jARnJ4i5rEvyxia48IGgGX5WNJ0NIV/Ijg4t9clIyLYdhkKetBM60IUPoNtV2UKhc4kP4Av4fFQaGwL54O9cmkRMYRYnKp0tod6IWcRKLgKibC7rkry5AjiMz/hd+HnRtOUV8gzjM51o/MF12bBNbIQBKH6OH0SltSHoo6NCTCFu4gdR6WwJ8Rk/YLa8TLemcZMPN4PhuDw4Tlyc4ASM6BGMJiqNLWFUR2eDAkIKkFBUurJIOOLndqiuXbsG0qpVK91111164IEHgt+7deumzp07q1OnTsF1lxhuSeupJAIB4eSxt6ZFpbMh4VQfN8DF3vRVNJ0NIV/KFl4hi81AelFpyyvoIm/shNuwsBPKGpXWlqCTgMKNet98801kGluCLkgVPeGtaZTPRduRJ3lDdujCNgmeLnTFCvEHHwhvTYtKY0OIefgwN2ERU/g9Kp0tod6IWcRKbisknrmsS/IOb02jfPhdVDpbQlvFxueoNLaEsuHnsbemufRz9OFrxBTiJn4Qlc6WUBY6YOgr08icSqEh6OXQMyiJ0APD+RB6ElFpbAmjYQpIw4W9o6h0ZRXyozwYJULjvfjii6pYsWLQgOE0ceiE9ESj8imLoJvGIqBArkwTR6WzJYxIMBicLxxxRaWzJYwQmFqkTrGvHTt2RKazIeRNxxJHt91OhxLsEcfDblzXJSNI9FCftKHL8oWzReiCGLCbqHQ2Bduns4I+7CYqjQ1hxobRKnZCZ4zZONdth20SKyFY/D0qjU0J7+EmZuJ3LssXxmfqEn+ISmNTsE1shM5mPPwcX6NDy0/XfkBZWNaCj8u8Zk6jl3bNnJ4EPU6mkFyCNSaekx4ZDeka6Ktevbpq164dl/WtcGMTDoHTuwRrPhgH7U0Qcw3KBilAQvFcM8cp4rlmHo/9B6yZo4e6JIC6XjNHB20HGcR7zRy7cYlwzZwAzfRmPECsjNeaOWUK47NrvwvjM3UZj/gcu2aOPtd+jh/QESNuxmPNHA6g8+B3s1sA5fG72e2AskE+zDxgMy4dj7zpqeN4fjd7+UBsCPeP0EHyu9nLB2yTWOl3s5cf2CY24nezx8CTeTQ8mduDJ3N78GRuD57M7cGTuT14MrcMT+b24MncHjyZ24Mnc3vwZG4Pnswtw5O5PXgytwdP5vbgydwePJnbgydzy/Bkbg+ezO3Bk7k9eDK3B0/m9uDJ3DI8mduDJ3N78GRuD57M7cGTuT14MrcMT+b24MncHjyZ24Mnc3vwZG4PRzyZZ5ogRuMlGH3bU8tI5vl55r98leSbnsztwZO5PXgytwdP5vbgydwejmwyL8jX3l2ppuHmauqMuUpK3qK8khJCQa5ydm/X1rWJWrV0iZYuWaEViRu0YWeG0g6ThSdze/Bkbg+ezO3Bk7k9eDK3hyOWzPOy9mrnuvn6ZlAzffjOK3qsRgt1mpKgjNziCaEge5s2zx+h/l82U8vW/TRsynzNnjlJE/s202dNu6rtmGVan12gvP3pY+HJ3B48mduDJ3N78GRuD57M7aHcZP59Pc41c8c6rV88RAObvKTbTvun/nRrZb07fJnS8ooxzILd2jq3p1q9da/ufPwdfdxzntamMVBP1Y7FXVT/2ft0/wPV9GG/BK3eezCdxx7nSgB1jTBIY5yuj3OlzTEO2hsjdQ2MHyeHFFx3jEBsp8hlxyEEBMRxrvGoS4IWx7lSn0fqca4caRyv41zRBdnFg1wB5EonOp7HuaKzNIO0suC/cZwr8ZIBAvpc+zl+QMePuOnaD4jPcABkXqZb07ipiMtWaAx6HwSm4oS0XAyCYDBRaconG5ScuFKJqyZqfPeP9cxZ5+ofN76mil0nalXyelPBEc+5abM2bVyvjYvMiPyTh3TjBWfqqgpN1GHqGm3avEUpKRu1ad1cjfzkdj14zrk648Yv1Hb8Ui3fsFFLFi8KOjWMsoYPHx5U5HPPPRfcKEfFMnvBT4gCQyppPZVEaAOcHP2Qns28Y4V8CZSUgVvMMNDw86JpbQj50oPmnGHqDmKAjKLSllfQxUwDIx9u+sLRbbdTUSFv9AwbNiwudUlHhU6YKzsMhTypS3TQdtgmul2VLRQ6KfgZ+vCJqDQ2hOAM0aGLy1b4PSqdLaHesHsukSHOMnvksi7Jm0EWsRmd+F34edG05RXypDxcpERd4g+uy4ZtYiPE6tDPo9LaEGwFPyCm0PnDD6LS2RLiM+2FnZSJzLkOk4DE9CRGADkXJ6TFGRAKG5WmvJKYtFqr187UlF619OI55+if172oV9qN1vxlXEN38HMmJCRp1YrFmj2gpj5++M865dRTdUeVNuoztTAtTrty+UKNaXmfnrjylzr2X/9WpVbjNG7eKk0YP+7ba05btGjx7RWoLVu2VJcuXdSxY8fgelTInQP+S1pPJREMkqDJlYwYaVQaG8IzEzC5bYirGHF0OmU2yxIr5MuU8Pjx44POAzaDvqi05RV04QSMkikby0b8OyqtLUEnegYMGBAEsqg0tgRddPTQQ33ShpTPRduFdYkO2o3OA7pd6IoVOir4APrwiag0NoQ4wCwYuqhLgnRUOltCvWH3EAIDBdvxo6iQN2UiNqMTv4tKZ0PQRXkgVuoSf4hKZ0vQh20SLxmEuvZz9OEH4ZXRxLOodLaE+MzAANss0zQ7jUCQ4EtMmTAFVZzQY6EREa4rZKoqKl15hGfJyl6jFWOb6I0LLtS/bqmkdwbMU8rufcrKOvg5MzOzlbZ3u1aPr6W6jx6l084+TQ/XHqivkzKUbv6elZWt9D3btbjvE3rtph/puDMvV+XOs7RgY6Z279xhRvWFPTGMg+tP33nnncAJKV/Yc2ItlmWForrLKtQb0yroYVRJDz4qnS1hqps2h8gJaugvaZuXVsiXqVOMk4BCr5rpv6i05RV0kXfYWaH3zrJRVFpbgk700IvG6V34QCjoYroUPdQnbUj5XLQdeWLj6KCjjj9wPaMLXbGCf+ED+AI+EZXGhjCFzzIMo0nKh0+7bjtskw4EcZapYZd1Sd6UidiMTvzOVfnQRXkgOToQ+ENUOluCPmwTG2Hg49rP0YcfEFP4iR9EpbMlxGf8gFnaMo3Mw6mt0qxpUih6ElSq27XQzUqe0kJvXXSRTru9ij4Yvkx7D7cBLj9bexZ0UbvXz9AZ556rB+oM0eTY2ylz92pl/ydV4YZjdPJ5z+rTYQnBenosMI73339ftWrVKtU+grICg2H6BmdwvebEBgs6LLQ3HQfXoGyM6hhpud6IQ97YM2THxhjs2zXCDXAEFddg/wFTigROArTL8rEOSVCh7eK1AQ4Ch1zxBezGJSA37ITOXzx8HNsMO+wEbdeA8ML4jN+5BOVhYEBdxmMDHLaJjdBZiYef4wfMGhE3iZ8uwZo8HMDs1BH4nnmK1k1tpbcvvlin3/GOqo9kA9zhNjzkq2DLdH3V+Elde+mFuvztTuq7PNzgYogk24xKmz+op666WBff21y95m/TziLZ4dzhbnbXjo6T4wwYJ4HM72YvO8jb72a3A2JDvMmcIAbB+t3s5QdliiVzl+WjPPEkc2zT72Yvgu87mRfk5yg3K1FLRtTT82ecoeOvfFFv9pyuzXszxOC80Dzzlbk9Wcnzp2vajJVau3WfsnN2avOcPmpe+XHd9lgN1eg6Qyu27tJOk27jgt5qXvFJPft0dX0yYLkSd2ebHA4E5fGvptmBJ3N78GRuD57M7cGTuT0cmWRekK+sXeu1fv5A9fviVd1z/gU67dx79UyNDhq9cK027c1XTj4GulvrJnZVm+f/o0ce/Fgthy3XWuMrBTl7tG3lNI1q31INajdWk7ad1a1HJ7Vp0kiNmg/Q4KlrtDk9379n7sm8XPBkbg+ezO3Bk7k9eDIvL4zx5edmKmvvdm1cs0qTv56gMaMnaOGSldpuRuZZhoUDLleusrYlafWMr/XV2Llaum6X0r5l6DzlZezWjq1bTENs1hZ+bt6m7XsylX2YZRZP5vbgydwePJnbgydze/Bkbg9H7DR7iMzM/WezJyRoh3H4g2EMtcAQd57pAFgwWk/m9uDJ3B48mduDJ3N78GRuD0c8mYfGwisyNJ5rx/Nkbg+ezO3Bk7k9eDK3B0/m9uDJ3DI8mduDJ3N78GRuD57M7cGTuT14MrcMT+b24MncHjyZ24Mnc3vwZG4Pnswtw5O5PXgytwdP5vbgydwePJnbgzUyLw1xxZI5huMSOHYsmbsG5flvnAAXDzLHWGLJ3DXifQJcLJlj364RS+auQSCJJXOX5YN8Yskcu3GNWDKP5wlwrm59jAW2GZK5644KONJPgIslc9d+Hkvmrv2Ajkm5yJzD+DlEnkzIjAcuTqhEGo/AwjGMUWlsCZ0MjBJdHKlHUItKVx7BICFueuwcc/rWW28F16DSgHzGMyA4CSOkqDzKKujFGTAYGq6kbVBaIV+CGITAudRhkHapj7LhdHRUsBkXbYegi3YhgNExpd1oU1dlQ8gbe+Rug3jUJXaIv3KMJW0I4bnQR57kzQ1O6OItEnS7Klso3IGAD+AL2E1UGhtCOZiFpENL+SA7V3aJoA/bJH5xxje6XdYleVOmMD7jd1HpbAi6iIsMtOiwh0eeuhL0YZt02umMoQ8/j0prQ+BIfI2Ywk/8ICqdLSE+wwFcGFUmMueGFm6aojF4YJy4OCEtN9cg9N6j0tgSAjQXg9BbgRgYxUalK4tQXgIxTjZkyJBAevTooQcffDCozJ49e2ro0KEaNGhQ8DdGYQS3ktZTSYT8IFduqAoDdVQ6G0J7EzC/+uqrwED5zJU+8qVs1BmzP9iMzbaLlbAd6ZRy8Qnn3FPWqLS2BJ3owS7CunQl6CKAoYf6ZPaB8rlou7AusRN04RsQrAtdsYLthzfC4fNRaWwIM1IMDvA3giakF5XOllBv2D3xi1iLbpd1Sd6UiUtd0InfRaWzJWF8pi7xh6g0tiS0TeJleC2pSz9HH35ATAk7mlHpbAk+TnsRn8tE5nwRIysLmWMsrskc43dN5kx/cT0hV5z26dNHjzzyiJ544gn17ds36OhwRSw/IQubgY2y4AwEsJDMo9LZEozlv0Hm3AKEzVDXUWnLK2E7YifxJvPBgwcH9uOqo4KgC7tDD/VJG8aTzLEbF7piJZ5kzkgSO6F88SZzyuayLsm7KJm7sk10hfE5nmSOjRyJZE5ZmE3hetcyr5kTJJiaYT2iJML6Fo2IU3CDWlQaW8LUNqSAgTIVx3NHpSuPkCdTOAjLBtWqVdPHH38c/M5nTIHw07Zu8mPqBgNl2oi13qh0toQpKpYRwmkjF3UZK5QN4yRQYzPUYVQ6G0LeOBtOhwMwdRqVzqZgj3RUcETXdcl0InoIzrShy/Jh7+ig7YgR2E1UOpvCdHA444DdRKWxJUzjo4uBCNPertsO2yRWMqIknkWlsSmUKYzP+J3L8oXxmbrEH6LS2BRsExuByNHn2s/xA5Zk+OnaD1iOwQ/KPM1elg1wEDgNSC8Tx3AJghgjA4zT9QYxgHGGG+D43TXC9UmME8dzCRyBdabQOF2DstEJgxSwGdcb4LBngjQOgX27BvbI6C4emwkJWughaLInwGX5CCzooO0Y1WE3rkHHmQ4t+rAbl2Btkn0ckF08fBzbJFbGcwNcGJ/xO5cI4zN1GY/4jG1iIwwQ0Ofaz/EDBgjhfgCXoNMHBzCjUi4y96+mFYLy+FfT7ICyQT6MJsOZH1cgb4JKuJsdx3AN7BEyZ5bDdV36V9PsgZF/uJudwYjrtsM2iZWQOfHMNShTGJ/xO5flC+MzdYk/uAa2iY34V9Ni4Mk8Gp7M7cGTuT14MrcHT+b24MncHjyZW4Ync3vwZG4PnsztwZO5PXgytwdP5pbhydwePJnbgydze/Bkbg+ezO3Bk7lleDK3B0/m9uDJ3B48mduDJ3N78GRuGZ7M7cGTuT14MrcHT+b24MncHo54Muc1FYI0urZvd0t2wJO5PXgytwdP5vbgydwePJnbwxFM5nnKy9ilzWtXaeqkyRo/capWJG1QRnbpDLPAVFCO6RBkmgBBkMhI26UdO3dr285M5eQeTC6ezO3Bk7k9eDK3B0/m9uDJ3B6OPDIvyFN+RoqSZg7SsL6d1a7nUHXr0Vs9OrZWpy/bq0/fbzR/fYb2FcsLhsR3J2rxqD7q8UVDNW3QUA0bNVLDL1qoVY8JGrNkh/ZkejJ3CU/m9uDJ3B48mduDJ3N7sELmBPfSEJfLE+By9yRrzaj6evuRp/RkpZZqNyNZ3yxcqnlThmtYg1dV6clH9OTH/TVy1S4d7pyovD3rtfqrpmr1eW3VbdZHA4eO0KhRIzV82ERNnbtG63bnKifCxnH0Dz74IDgBjt9d479xAhzGeaSeAEeQxsmxb9fA8Th6kY6RaxBI0APBElhclg/yQQdtR0cTu3ENToCjQ4u+I/UEOAZNrjsqwJ8AZw/4AQOEH8QJcBxYz0H5jGYIGIwAihPOxCVAM+IicEalKb1kKyd7m9bP7a5Wj12gcy97Wk83nqR523Zrqen5LVs4R8tH1lftZy/QGZfeqNdaT9CilOzgmbOzD8wnO2Ozkr/prdbPv6q3KjVUmzELtChxk7buSlMaf+c7+9MTOOiQEEwwfAylcuXKevfddwOSZcaCCkb4O8b7na7yC3nidHSoMJiStkFphXxxcsrERQW0ffh50bQ2hHypOzopBE5sxnbdhYIu8g5HP/Sm6YhFpbUl6EQPl4PEoy6xUUZAIeFRPhf6yBOyQwdtF3bYXZUtFGwfsgsJKCqNDSEg4+voYnSHX0elsyXUG7ZJrOSiJkbKLuuSvCE54jOEh98R41zppDx0+qhL/MF12bBNOioQrGs/Rx9+QEwhbuIHUelsCfEZP2C27/HHHy89mXMbGNc4MqLh3/SyihOcHIWMSjCYqDSlFqM7ednXGt26ku447Tj97uqX9FzbCZpjDGXaN9M1ZeJ4zRveQvVeuU7HnnK6znqxgTpOWBJ8b83qMB/z/ObfqxZP0/ge9VX9laf16H336v6779a99z+tF6s1UJvBUzVjSVJQ1jVGMAwuy+C6U6Rdu3a655579NBDDwW/9+rVS927d1e3bt2C29NwkpLWU0mEkRY3HHEzD4HaZt5FJRwdjBo16tvbsFzpI1+cnJkfCA+boa6j0pZX0EXe1CM3wuHolDUqrS1BJzMcXI9LkI5KY0vQxcgHPdQnwYXyuWi7sC7RgS7qlE6SC12xQvzBBxhYYDdRaWwIU7T4MHZC+SDZqHS2hHqjE0a8xO/wd5d1Sd6UidhMXMPvotLZEsrDSBJd+F1UGlsS2iY2wi2Trv0cffgBt5jxEz+ISmdLKAudonJdgUrFkBk9OkbaxQnfYySJ0HOJSlM6MXqN7p2JkzW62Ss67eTj9aObKuu13nOVtH6D5i9YqLmzpithUlc1f+tO/fmUM/T7/9RVi69XKsV8b3uR596askWb1q/R6lVLtWjmBI3p3VRfVHpYt59zhi6/o6pqdJ2ppVtStXW7ka1bg0oMy4ODP/vss3rllVcCA+UzGpIbj+i40HMqaT2VRJjuhsS5Uhant5l3UeHZcT7KRVn4zJU+8qXnTL1BQtgMo4SotOUVdJE3hEAQoz35t8u6JG/00BkO1+9cCbqY7kMPnTDICCd3Ub6wLtFB22Gbtm0+SgjS+AD6sJuoNDaEkTh7D7ATyseIKyqdLaHeiDF0ookt+LvLuiRvyhTGLeJ6VDobgi7KA6miC3+ISmdL0IdtYiNhJxM/iEprQ9CHH2ArxE38ICqdLaEscACDn3KtmZdm7ZtpMJyPxrO65pS+Sov7Vtcdp5ysX9/6rt4ekaidGZlaszZZCSuXKXXBAHV8/26dcMY5OvP1thq4fI9KtmKSp8y1kzS61oO6+pz7dVfl/pq8oyByzZ1pHNbMP/300+B312B6BeejB02gcQnWZDDIeK2ZU7bYNXPXwJ7DNXOXm+1C4Ow4ejzWzJkejl0zd1k+1nhj18zjsZmQ6VqCNPqwG5dg2htdzHbEY18MIFZC6K73AwDKFMbn0mxsLgsoDx2GeK2ZY5vYCIMR4qVrP49dM3ftB3AyZToydrMXbNf6qe1U99pTdcp5r+nlNgu1NjNDicnrtGr5Uq2b2l6NK1xv/na9HvtitOZsyVWJt1RlbtHeqZ/q6Qde1j1VBmhiap7SI77sd7PbA2WDfPxu9vIDgvO72e0AskMXnRUGMa7bDtsM93PEY4BAmcL4jN+5LB/l8bvZ7YAOOxxwhLyalqeMrQs0t90reuqyW/Sf19upb0KaFq1O1sqFkzSp7duq8ujtuuOVpuo8bYN25BhHydytPVvXac2GHdqdlqnsnUlaOXOUBg7+WpMWb9YOOvl5e5S6dLwG135bFT9soybjVmtrXoGiqMWTuT14MrcHT+b24MncHjyZ28MRRuYGBZnK3b5YM7rVVvM6NfVpi35q06WHOrdpoGa1PlSjL7tp2NxNSslggj1dKfOGaeAn7+rtKm3Vb3KCNqxfoBn966vqK6/q1Yo1VLtxe3Xqxea23mrfcqi+mpmsjVFD8v3wZG4PnsztwZO5PXgytwdP5vZw5JH5fhRkbde2NUs0c/JEDR46VIMGDNSkaXOUvG2fsr61zSztTpqtGb06q3274WYkvkk7MzO0L3WNVs6ZrImjhmnosJEaNWmm5qxYr817cpRTDJ94MrcHT+b24MncHjyZ24Mnc3s4Ysk8BMewEqTRlWoc/iAU5Cs/L8dUdK5y88tvtJ7M7cGTuT14MrcHT+b24MncHo54MsexvyVzyM6x43kytwdP5vbgydwePJnbgydzezjiyTw0Fl59oPFcO54nc3vwZG4PnsztwZO5PXgytwdP5pbhydwePJnbgydze/Bkbg+ezO3Bk7lleDK3B0/m9uDJ3B48mdtDZlbh+eUJRh8ncbpGvMl8i4klHOhFTHEZv4Anc8vwZG4PnsztwZO5PRRL5gX5ysvJUmb6PqXt22vS7NO+vWlKz8xWTl5BcFBVQX6ecrMzlZG2tzDNvn1G0pWRlRNsxI3N8ftJ5gXKz81Wpnn+vXv3mGdPU1pGlrJy8pRv2j8vp7Bse/ZQLlP2jEzzt1zlhWVj47H5/s7t27Ro4XzNMX63YdMWWdiDbGB00AY8R66pz9y8oN7BQWRu/u0EXMWdma6kFcuD468D/jHxeY+p232mvfeZOttjOHP37l3aZep4527zb2O3aabO+FtQn+mmzrJMneXlH2APBfm5yjX1m5lm7Gq3sZ/0LGXn5ivbBpkT3EtDXOFNX/EgcxybII0u12QHOJ72SL4CNZbMXYOyQQgQEDbjkvDIG3smSOPk2LdrYI+QeTzqEkKFzKlP2tBl+SAfdEB2dDSxG9f4b1yBSvkOPo7akFxOmvZuWKIFI9up8ceV9Uql6vqg+UCNnrdGm/eawGvqJzdzt7YlzdO0/k3UsMbrerXqx/qk0xhNXLRR29NyFFtj2Cbxi0GT644KoEwc54rOQx+jnKv0bSu1aHQ7tapVRa+/XVcfthmvSctTtGffHu3csEDfDGutL6pWVJU3PlHjTl/pm9XblLIvxxC66ZTnpmnfxoWaMqitalR6RzUbtteYeatk/nwAcZUJBab+9mzRxkWTNKpPB3UdMk7jEgw5krfRnWxshONcU1NNpz07zZDiTm3bsFqJCxdr3owkrU9NU/kOBDZkuy9Jizu1VdPX3tFb732sFm1bqWfXFmpZ7yO9X7mqqn7aVC0791C//j3VvU0jNWxQT1W6DFDHbi3UrvZbqljxPVVtMFDDZ63Wln2Z+q47XKC8zF3atuwrfdWtnqp/2lpdRyxU0rZ0U3c5QYehzGTOFahcOACR4MR8XpwQxHAEAgtOyCghKp0NCXuZ6KJgBJaSPmdJhGdn1ANxE0TQUaVKFX344YfBof58xt8QggD6o/Ipi6Cb8sWOKKPS2RLKAvHQ3gRNPrNZl7FCvtQZTkcvGpuxWXexgi7IjhkcOiq0IW0aldaWoJPzmukMU5cufQBdkAAjEuqTNqR8LtourEt0MKOCbaLbha5YwfZZm0QfPuGqPikHs5DoonyQ3YG6zEiQEffm5Vra90M9cPGf9aM/nKGT3uio/nPXa5cZRWWZ0WJ2Vpp2rp2rKa2f173n/1o/Ou4C3VJrmMYt2ao0M4LPitGH3RMv8TvKVrQu+XcwGi4i+Wb0X/SzA+Xg75EXZWIkudzETKa+I+uSUfnO1UqY0Fx1H71AJ/7+FJ14y6dqPj7JkE+69qau1Lyhn6nGLX/Vib87UWc/VFutpm/Rpl3Z5rsmv+x0pa2ZoJGt39Xtt7ygN2p31MSlSUrLNh0dM8o8SF9pxIxas7Ys1YpBtfTUrRfowkfe0gejje49Rq+pe3hrgRn8pGzZqPTdm7RlzRyN61xLHzz8kG67oZHajU7QZjOyz91ff0H9FluXoRSoIHendq/5Si2ef1tP3fC6qn3WXAOGDtTYfvX1ycNX6JRfn6Bjb3lHH3Uaqq9nTNakIS31Ze03dflz9fXRZ5+q7guX68zf/1rHnPeiqveao5X7cpUZtgEzDTl7tO7rFmpd+Tbd9FpjfTlyhTbszNC+jMyAc7jvoUxkzq1PXO0JmYSH8xcnpCWIIfRwo9LYEoiA0Q+dDgI1vc2SPmdxQj4YPbfGde7cOZCWLVvqrrvu0gMPPKBWrVqpa9eu6tixY/BzxIgRQQCwpR8hP3pio0ePDsoXlcaW0CHi1i3KwTWCfGazLLFCvpSNuuVqS2yGtotKW14J2xEnwJ6ZzuTfUWltCToZaQ0YMCC4wSkqjS1BF22HHuqTNoQcXLRdWJfo4PYmbJOZFRe6YgXbxwfQh91EpbEhdPiIKeiifPx+ULqktVq7cpGWDPtCT/77VP3oH5fp7I/6aOjsFVq3JlGJpi4SktYoadlcTe/2jp66/nj94cxr9Z8mZmS+IEkbkleb2Lom6HytWVN4BerkyVOCGypXrlwRXNkc1GdikpLWJAcdp/XJa7UmyeRL3onme+vMZ+vXGX1Jgb5VCYlKWm2ea535bH2y6UCSNz/NZ0YHf0PfWpM3Hb4pU6YamaxFCxcE69kHlXFVghJNxylx+Qx91fw1PXbx33X82XfqqS8Gacz8RK3m2ReO1oQv/6Nbzz1ZfzrnUT3VYIwmL1qupLXm+RNNbB7TUd0+q6gn3zdk1vOrYKp9tckzyZQdblnNldTkszZZ65LNs3JVNeUzZUk09RfUkfmMdKRJXmdkLd8zZV04STNM3d566T90/HVP6JVOszR9UeEzT99vm/PmztGK5Yu0fMlUDW7ykp4+93gd/X8v6o3GX2ny6kTzjFxjulbJpn43kLfRFdSlKX9CgvmbebbkdeY5qPewXszniSsWavHMEWrffoAatByqQaPGmc6D0TWtq9q8eocu+uvZOv3Rz9Xsq/lK3LBBG9Yu1Nypw9Wy8QANHT5B43rVVPV7/qlTTrlM11VqozZfL9Myk3dgN6tWmueYrhFt6qr6M6+pZo+vNX4JV+ImmrIsC2YWsc0ykTkGxj27GDWGUWiAhxfSEjgRHC8qjS0haBHEIHQKyjNHpSurMBLgis7BgwcH97pzd/mDDz4YVGaPHj00dOhQDRw4MPhJoKHBo/Ipi1AWAif6CdJ0jKLS2RICBQREezNKiEpjUygb6010+rAZ6joqXXkFuyVvOijcPUzHgQAaldaWoBN75D5z6tK2XcYKurA79FCftCHlK6m/llbIGx3owjZt2vyhBNsP7zPHblzVJ3VGTEEX5aOTdJCuZBP8ExZrKWR+47/0o5Mv1zkf99fIBauVsskEbxPA12/cpI2JizS3Z1U9c8Px+p0h88eamDwXrdH6pIWaNXG4BvfsrG49uqtPj45qUr+OPvzoC7Uf8LW+WbAyIJJV8yZqZJfPVf29t1W9eW8N+maZqetFWjxlgHrUqaFq736hT3tM0swly7Vq8Sx9M6qXOjdpqoa1W6lDpzZq3bim6nzeRK36DNXk8YM0oE9f9Rs0SkOH9VOrxvVVvXZz9RgxRcsoX0D+RYXOwGqtmtlHrSvdrMv/fpJOu/ktfdZ/uhaYv61ZNEGTWz6vBy4+UUf97ASdcmsl1Rs2R/NMZyN52UQNbv6Zqr/ynup0HKSB46dqoek4rElYooVTvtLw/r3Vp1cP9ezUUi0+r6cvmndX/4lzNT/B6E1arpXzxmnckL7q36eX+vTsoHZffq4vGrdRp2GTNX25SbNsphb0qa47rzpdJ/77WVXssVBzFi/RkkmD1KlRPdWs1VRdBozR9IWm/dYt0+Qe76rytafpuGMqqErz8ZqRbMhx/tcaZer3k3cr642azdV22AzNX2FikClz0rIpGtO1k1rWbKsBY+ZowYrVplMUWzfGVkzHac68uRozdpzmzZmhpVO6qPUrhsz/cpZOf6SevhxlBpd0UkxHDLvi+8HPFZM1sWs1PXn5v/S3027VnVU7afDslUpcu05rE5do0cDaavheZb1Yo69GmA5ioumcoY/4TEeszPeZE2hx3HBthfWd4oSpdUZZOB1TVlFpbAlTtQQXHDDcURiVzoYA6uHdd99VzZo1v90UWDhNY18veTJ1T0MSzMINfi4EMH3KxibaO3bTVtG0NgRQNoIlBorNYHNRacsrgLwhdKZPmapiajMqrS0B2COEwJ4H13bJEgl6GCVDJpQPRKUvjwCmZdGBLmIEU/ogKr0tYRkm7KxjN1FpbAhgTRldxJRw2vuAdCTK2a29czqpwl1n60cnXqIzP+iuATPMwMWMSOncrDSjy4TFMzS1UyU9fu1x+uP5t+nl7ou1avNmJU9oo1b1PlT1lgM0ZPJcLVowU4O6NFWVpx/Vfx56TTXaTtSM9ZnK2jpfX7d8UZdf8C+d94Ih+tk7lZazQzuX91Gbu67Whac9oBs+M6Pr1N1K37lc0zu/pVeuvViXXfyMKn3eXp06GiJv005tO7bS4C+fVNW6zdRs5DItXGk6mV2bq2blBuo7co5SjG+w9fSAMu4X86kKcrZp9ajPVfvO03TO2bfo8camU7Jhm5LnjlHvqi/rg1ce0DWXnKljT7lBD9efoGmrt2nHop7q2aqh3vtynIZ/s0RLVy5X6uZl2rxknPo2ba1u/cbq6wVLtWRyH/X69Hnde9u9uvejHuq9wHSElk/TxOYfq0u3ARo+3Xx34TiNavuuKtx6m279jyG6r9Zoa+o6bZ/cUI/++xz96+5X9d6wBC2cO1sz+3XUl58Z4m/dRxPnrtC2PfuUV7BXCWPq6qObz9KJf31Ptfus1EblKWfvGi0eUk/v33uxTr/iMT315WQtTiUu5Cpn3Qj1a9ZAlSr11PjFKdqds78uwrrBBgzYOzJ33nxt3pSsvatHaWDVh3XV8RfpvBfbq9fClP3XaIepQ+QofdNMjar9sG4+/TSddsNbqjM0SSkZGcrauVgjar+vuu81Utc5qdqR/Z1e4jMcUOY1c8icKa7SboALp91wBpf4b2yAe//994MNcAdvjrGPMEjHawNcPO8zp2wEzCN5AxyzU/HaAIceOkd+A1z5EG6AYzBySB/P26u0eZ1V4Z7z9KM/naLj739TVeo2ULPmTdXkyyZq0uxLfdmwjj597Q5dfdof9McL79IrXaZr0fQ+6vT6v/XIwy+r7lebtW7/5vWE5bPU+7OnVe26v+vSayuqWs/l2rQrUTO7V9HVFxkSfe5ztZu925BDujI2jFTP+6/X5ac+oOvqTtaS3emmvddrbueX9PQ5Z+uciz5R46+StDHYVb1TmxcN1Mg61+ruh57Uox90VdevZmjo6IkaP3ScEhLXmhyLQ4HyNk3V5C+f0C3nnaG/3/KBqrXopB6dGumVal3Ub7QZ9X/xlO454QSde1UlfdptqPo0r6tmX7RQx+nJmr0yWatWLNXmOT00pnVlPfzS52oyeJaWbtqsTUkzNb3Xp3rjrlt18QOf6MOOfTWwVT09e2EFfdpslCav3mSIcrkWjWmjhvfdppvOeUavNZikRRsMoU9rov/cdLaOv/Ra3fbGp3qvemv1HDZbo2ct16z5C4PNYuxxkNKUNPY7Mq/Tb5Uh88Jy5aYuM/VWSU9cc42ufdTU8Yyt2pWxT5u/aqLu7Vup8ddbtWnfod+y2WTKMG/+AqVsWae0tV9pULWQzDuq9+KtMRvbiiBvj7bO66HGD1+mi469QDdV6KgB85do2ZTmeq9GA1XvOFfJ+8zgZn9yQCcaDigXmTNS86+mFYLy+FfT7ICyQT4sxfhX08oH/2qaPTDbFzsyj2y73D3aN3f/yPzkK3T2x/01YuHqwin2DeuNbNCGpMJp9qevP15/vOguvdx2vKb1q6kqd52qi+98WQ0mpiplf9UlJCZoYq9q6vn6X3TZ6XfosVqTtHhLoqZ3f0fXXHqGGZk3UIc5IZmPUq8H/62rTn9I15uReUDmBZu0oPtreu78y3TJlc3VecY2fTuMykpRyvz+6lqvkl5+4DbddtPtuv3xN/TOF500fmGSduYc+GpUJPJ3aPOsLvr8wQv1z7+epX+ec5MeePkdVRuSqCUpO7V3fge1ePZcnXncsTr/mpt12xO1VLfDdC3cvFurktdpxdLFWj74HbV88wxd9J/qqtl9rL5ZOE9zZs3QjClfa9zwkRoydKq+HtJWLd99Ricf+5JerdNPI+eaNHNmaea0yZo0fIRG9B2tibMTtX7LWm2Z3FiPGTL/80kn64wr/60r//2MXm0yQp0mr9A8ZvuMzbCRzwzBlBg7Mu+7Ut8NVbKVue5r9X/3bt195a16sFpXjZk1Qd2btla7Tl9p/p6C/aPraGzcWDgy37I5WfvWjNbAb8m8g3otSjnsrvn8fcla2f9dVbn5FJ128Y265dX39O6Lz+uj5v00aHVWzIVhhaDTDAd4MrcET+b24MncHjyZ20OJyDwcmd9xpn506g26sNk3WlQ0RBbs1faJ9VTxjpN09AV36JVO07RgYkc1feZKnXfVw3q87Vwt3VE4g5KYsFLju1ZRl0on6Np7Xtfb3Zdr684Ezer+tq6+8FSd/YwZNc7ZY8ghXenJQ9X1nmt1yb8e0DV1DOnvJ/P53QyZn3eJLrq8qTpMS1Hhwmi2dm/eqJVT5ys5cakSlk7V0A6f6a3Hb9V1F16lpz/qopEJacoswUROTupSzW77vG478w/68Z8u0+WvddK49elKo3qyE7Wg/3t65pyj9bffnqyrK7Q1ZLZX2/ZkaI2JX8sNmS8d/LZavHCczr/uFb3bbY6W7DLfzcwO7CczfY+2LZ+nxSMa6bPKd+uvf7vedGgGadyafd+mycnap30bFmjVyiVavCpByeMaBWT+jxsf1vOftVLdNx7RnTfdq5ueqqlWgyZr/dbtpg3wg7RCMr/pTP39mKJkbpCzR9tntVPTl27WDWdfoUeffEqvNByqXjO3F/sK27dkHjMyv/K4C3VucSPzADnK3T5b4xo/rXvO+pV+c/xpOv2uT9RubJJ2RIRCT+aW4cncHjyZ24Mnc3sojsw5sCQ/PUXbprTQi7ewm/1KnVt3tKYk7y08EMakJ03OrnVKGvy+Xvz3cfrtWf/Wk21nakHSai0dWE+Vn/yPbnq6kdqOXa6krTs1e8ZYtfvwddV8+D+q0XqMvt6Yq4KsDUoc8YXeuP5CXXDHa3qr+zTNW7VYiwzh1bjlEp1+xr26seZoTd+2xxDeas1s96KeOOsCnXdJfbX6eoNSgxNa0rVpzkQN+fgzDRw3V8v35WhbynKNal9Dla++URWrtNPwlWa0X5JVmXxDeov7qemD1+j+21/SBwNWKiUz9NkC7Vk1Sj3ev1/X3l5RlbvMVqJhwn2ZmcbvVmvF8qVKWThAM1q9qIcuuVIX3/m6Knw5QCNmLtSyxTM1Y3Qfte02QgO+GqvxvT5VxavP0lVXP6QnqrdXz6/na+7ieZo/ZYh6dOqjniPna9WalUoeU08PXn+GTr7zNb07Yo0WzhmhPkb/PRdcrFse/Vhtv1qkNTvTlJO7QytG1NT7156u44+popo9lyn5gIN7zG+5m01nw6S5/RydftELqtJjgZaW4BiRjSZezp07T5vWJSh16QB1q3S3LjzmHJ35ny/Vcfpa7crNO/xtnQUZ2r2gr+lIXK9zzjU20nCs5myNTu/J3DI8mduDJ3N78GRuD4cn8zzlZe7VnuTFZhTZSnWqPKt7n3lTrzcepNFz12jLnszgHfLszD3amjA3WA+uXekRPfDC23q77Th9vWiDtqas1YpZYzSoQwe169BLfYaPULuOrdXg86Ya9NU8JW5N3z/Fmq30Lcs1t39zNaxZVW/X/Ez1O/XXgDFmBNiukVo2aak2wxdq4fpUbV03T9O61dFHz72iCm+2VPevE7RxX6552mztTJqlSe3qqUPH3ho8dZFmzP1GA3q0UfOmHTV22grtyCjBNHuAfGXvNu0+qJfGDxmteZvD59yPfeu0eu5wtRk8TeOXbQ8OxsnIzPh2g3JqynplpqzU/GHt1aJ2dVWpUlXvmk5Gwzbd1Xf0N5q5KkUpZiSfsSNZa6f2VvfGNVXjnSqq+sEnqvVlB3UeNFFT5q3Vhq27tXdrglZNaK9Pqr2i56s3UYsJyVq/fau2Lh2urrUq6emHXlKVup01ZNYqbdxmOlCj26r56ybtU43VYeRyrU4zJFv41N9i96K+6vfFC3qoVj/1WbjjsNPrIYJ4OWuGVi+erqUTu6j9Z5X19KPP64XKTdRpBPsCdmmX6Skdms9NpyJjvZaOG6HuTQdr8qJN2nWItJ7MLcOTuT14MrcHT+b2cHgyN8HX2FJ+cFQrR3WmalvqDm3ftVdpGdnK4W8mPYeQ5GZnKH3PDu3asVXbtu9Q6i6ORM1Rnvk7R3bmZOzVXhNXd+7apbnz5mrS5Gnaua/odjR0pStt9/bAnrbu4FjQLGVmpCkjfZ/SM3OUnVOoK2PvLu00MWL7DkN2wbMw+tx/LOu+ncHxonvTMrU1dWvwKuiCxUuVumOn0VEK2zTPnmdsLde0+f4TVL9DcMSq6YBkmWfKK/TljP3xmbrctm1//MrLCp51x7YUbUkxBGyed4953txY9y8weaTv0e7tpsyk2b7T1E2WybdQaUFe4d937dyu7TupE06eM8+Wk6mE5Ys11fjdipWJ2rGHkXm2SWs6YKkmbaqpg/TCuuFZszPSDYeYety1RguGdlSnuvXUeWqSIftATbEgXgYbhtev1d5dqdq9i3ZKVap53j37MpSZbTp/hxuZBzD1lp2jrDRTB0WOdo2FJ3PL8GRuD57M7cGTuT2UaM3cJkz+xEvirOuygfA4V3Tu2nWE3Zpm/HxtcnIQU7ZvZzf7odYPMrRr3RxN6tZUTT+rp88/q6n6dZurZec5StieedCo/VDADyBzdrXn5LiNKf81Mg+NJR5kTpCm43Ckknn4alo8yDx8NS1eZI6TQ0C8mhYPMidIYyfxInNeTYsXmdNmECwdMtdkjg7ajo5mvMicDi364kHm6GKAEA8yxzZDMieeuQZlCuMzsdpl+cL4TF26jl8A21yzJjybvfCo2mhkalfyTI1r84lqvv2e3v2khbqPnqVl2zIVvFJeQkDmDBCIm679ADLHD6ZOnRo/Mi96aIxLYCwYJkGMEZdrx4s3mRNYQhKiIV0CY4QQOO40niNzHI+yxYPM6ajgADiGa8SbzOn0UZe8HuWazNHB6Ic6jReZEzTR55rwwpE5nUzil+u2wzaJl/Eic+IW+uiMuSZz6pL4TF0Sn12jkMzXBIOf8HCoQ4GlDqbf9+7arT1pOcouQ/gJR+b4Az7oEvgZdUhMefzxx+ND5vSeOQObM74prEvg5Bx1yvnxGKhLQgDxJnMIganafv36BUbqEjgebd2lS5fAQF0HMeoPO+HIU2zNJQGRNz1ajuCFhOIxnQnxcH4/xOAaTJ1ytCp1Cem5DCwESHRwxDG2GY/Dk7D9vn37Bvpcj/DIH13EFGYgXPsBsZY427t372CGyjUYRXK+N/GZWO2yfGF85ihsOg+uAeFxb0D//v2DDoRrP6fz3LNnzyBu2uQD2qRou9DRQ1/79u118803l57MOY4SxyXQlxSMttq2bas2bdoEebgEvS8uOeECFCrUNahQrkD99NNP49KLprEwzM8//zxoSJcgKON4NWrUCM4wdw0CV7t27dS0adOAYF0GFeyZS084uQ9nd92LBmwyevPNN4NLgFyDqVPuB2jSpElwyYTL0TIdI+yEdqOTiW7XIDDXr18/aEN83iXwuXr16gUdMcguHujVq5c+++yzYFbTNShThw4dgvJRry5BW3Xr1k3NmjULZvxcAz+nE9awYcPAz12fFsj6de3atYOz/G3OQjOIY2abziRxmXLBwQxI4J/zzz+/9GRO740eOERJzwqiLk5Iz9nlH3/8cXBpB5+V9LulEfKks1G3bt3gSlIcAsJzoQuhcjFIKvGNN94I6oTZgKi0NgRHo3yNGjXSW2+9FYy6eIaotOUV6oyLOiDXV155JeiMod+lPi7IwUaY6cBmID8XbUcZmHZr3LixXn/99WB0zsyDKztB0AnxMB1G4OQzl3ZJ2xEwuTeAnjvlc9F2lIH1ZHTQbgRNdLu0EwTbxwdoQ6YZo9LaEPyZUXKlSpWCTi2XWuAHLtuOmEVnnY4f5OCqLhHypkx0aomZ+J2r8pEn8YtOCgTECDZsz6j05RXKhp/jB++8845zP0cfs5hwAfGSS4Ci0pVGaAs4hlmaOnXqBDPADFRpJ9qtU6dOgZ2ce+65AQ9FdWwPIvNwjZFeFRnSK6YnTs+/OOHscoIYi/Q4BJ+V9LulEfLEKJ9++mk9+uijevvttwPic6ELwUioh1tvvVV33nln8DufRaW1IQQuyvfcc8/p3nvvDQL1l19+GZm2vEKdUR7I7o477lCFChUC/S710Ql77LHH9PDDD39LDC7ajjKQ9/PPPx9cXwspfPHFF87sBMEuqlWrpuuuuy6oUz5zpY/yMZLEuanLihUrBuVz0XaUoUGDBkGZ0EWdotulnSDYBz6APkZCruqyefPmQbxDFzHlo48+CvzAZdsRs5555hndfffdQdlc1SWCXVKmJ598Migf9eqqfORJ/KJsjzzyiKpUqRJ85rIu8fOXXnpJ999/f+DndJJc6aMuIXLajXhJpyUqXWmFMjDIee211wIfIx6jI1wnp+3OPvvskpN5ODIfPnx40CtmFEpPJOxZHU5YHwlH5qzN8L2Sfrc0Qp6soVGJ9DL79OkTTNe60IWEO06pRHpHvMLF5o6otOUVykBPjfLh7HRUaIdw44ptQR9lY8T16quvBiN09LvSR76s8WIjdP7oeTJCcdF2tBt5E7RwPkYILB25shMEnVyNS4eWkTmfudJHXTI6hojCkTnr9DxDVPryCLoY/RQdmbu0SwT7iB2Zh38rmr68wmtUjCYrV6787XJTOEMVlb68Qr0Rs8KRObNVruoSwSYoEyRL+YjV+LmL8lEO4hedPUbmzJyG7RmVvrxC2bBN/KBq1aqBPpd+TuwPR+bES6b1beii3pgRp0POqBxeC/eg4Xd01s8555zSkzlTTpBWadbFMA6mAzp27BiXNXMajWkOntP1BjjWL+J5axprIpAChE5QcQnamPVd9gOw7uoa7KTFTjBYyobNuQJ5QwgEFsgnHhvg6EAw3Qc5uAabb3B2Ahlt6HKtkPV4dLRo0SKwTdcbQQH2QceBNowKYDaBz6GLAB2PNXNiFhvuCN6u31gBlAkSghggD5egLuk8t27dOhgsuAabMyE+RulMV7v2czpfzGgSL21uXoRb2DyOPYQ78vkMfQyUL7roooDMS7VmHpJ5aRwWBQRMeiqud57yXDwf6xXxeAUIwmNEwlRcPDb+sKmCNUqMhc0QLoHh07PEGfjpGmwgpN0YaVE2l2ROwKTXzrpTvA46wRnZvEhP2zVoOwiPumSE4vLVOzbAoYP1XerU9SYjgH2w6Q5fcP26K/njb2w2YiOSa2CbxDBGzPEYIEAQxGdmxqLIwCbC+AwJ8eqkaxBD8AM60PHwc5aiaTc6Ra43RONnlIkZWpaBykTm9KhK40CMuHB2gpjrXjs7/I7kE+AwEBqQIOa6Y4ThQ0C095F4Ahz2zLRbvE+Ai0ddsjs/nifAQa60Xbw6RhAQSwfocx00iSn4GwEaH3fddtgmsRK/i8cbMpQpjM/xeM88rifAGdtk5oFZMfzcZacW4AdssuNnPN4zhwPoRMftPfN4kjnG749ztQOMBaOkJ30kkjm96P8Gmcfr0Jh4kjk6/ltkjt24BASELgiI2TfXbReSOdPC8SBzyhQvMg/jczzJHBvhzRj0ufZz/CAkc9d+QMckJHN/NrsFeDK3B0/m9uDJ3B48mduDJ3N78GRuGf8rZL5h4+b9n7pDPMkcJCebely4wBCD+4M5wH+VzI3/uoInc7s4kMzdb8yMJ5kfeGvaEU7mR+pFK4cl84JcZe7eqi0b1illR5oyylEHnsztISTzuXNnK3nlIqVu3qx1Kfu0NztPLmg2PmSer/ycNG1PWa+pE8drYP8BmjZthpYnJWvzLmN7B93jaA+uyLwgL1tZaXu0K2WrduzYrTTjPxkxZM4NTrm52crL2Ks92zYpZeMGbdycom2705RuylveJ3FK5vm5ys0yz71zhwlUXFeZI7olhyTz/Cxl7t2u1E3rlZyUpKTVydqUmqY080hlrXL7ZG7qPDdDe3ekaoupNzrKKam7tc8EPnIm/4DMZ88J7v82Dac92zdqbdJyrVy2XMtXJihx3RbTfv/f3nlHZXVm+//f+89d6/7xm7mzcieZO5NJcybRSc9kYmYSNZqiY8qoiYVoosYWe0QURCAWLCAixYaAIEUUERURsSG9Se+9F0GqtM999qvvjJo3GYXzEpPf+a61lwjnPfvs59nP/u593nOe3cVNDdxIczI3tCttorGuyuAXlTWNNLZKu1Lll9LPvPAHyPxmG+2N1VRUN9LcfmuuhwLtyXxATUcrLQ3VVN9eRw3NbXTc7sZSXVVJclKyIW52dbTS0VJPdVkR+YqPsrNyyckvVjG0mdbuviGvu4ePzPs7acm7wLGtS1mxcDFOIckUSEvdQUInc+3Q09OnnLOMq+f9CHRcxJplVixxuUBsxQ3M8WiH2cl84Cbt5SkkBzrh4umNvUcgPv6BnDsZSLj3Nnbs9sQnMoOy1qEHEVPQlMzl4/036WmvpzLrEmcPOrDhq2/Y4nqKOBUjr3f2UFEuXdNUZV6qAmdxLInhBzm4zR4Hq9WsWr6UBUtt2XH4MvHFbSqJuXXKwcAsZK7mvrfzOi2VqcSF7mH7+rXMtQ0mNK0GeWeksamRVCOZdylv7O+irSaH1IhA/Dz243X4FGdj0knPLaGyUZF5z+Dt05TMlQ921hWSeyEUP9cdbNqwDssVS1iq1paV01HCM6qpUaSeo+JlUuJVrldmkHzSCycXNxz9o7gQm0zq1TMcc9/OHpfDhMRUUdcxtIRMOzLvV+a1UpcdQ3SQGy6O1tisXcnyJYtZvN6Z3eEpxJc1kJUv8fm7ZN7fXUnBBXd2Wy1mvo0PIWquhWWGYpuWZD6gioAbVRnEn/Lh4A4HtY6+YfXXC9XcrcPRO4KkslYKyqtJTkmiojCdnIhD+O1zw9k/ksir6aQmx3MldC8eu7fj5BdFenUbQ1kpDxeZ97XSmhdOmMMMJv7+v3js8WeZ5XSWlCE009HJXDv09XZTfO0CnjbTmfTSL/nFk2/w3LzDhOU1Y46Xj8xO5r2V5B3dxMbXRjJ9xT7sQzNITEmjvjSVsvPO2PzjA2Z+bo9fUiMtZrhDpi2ZK/a92UBTVS4pkUfwWTOB1594lXGz3TheBg0dvVRUCJmnk335BLFBuwkKDuRkVAyXokIJ2rWK+W8+x4sj/47FhmNcqeo1EPpgYA4yH1DnaK/MpzAnmsCd85n5xggenWCH47li5EsRA5mrNSD6ulRCU592gkC7RcyYtpxV248TmV5FQ5uq6jVwIe3IvFdVdUWkng3Db7c/x09Hc+nKeSL8trJuxlu89Kc/85e57ngnVhGfm0dCpBfJh1Ywf/w0Ji/ch3dGC41dPfS2KT8+ZseaaVMY+6kTB+NqqB1Cdq0Zmfc201Yew8nAo/j4nuTcpctEn/HjoL0Fk5WvPf3uPKa5XuB0YjY5ubfisxH9nbXkRu/FbvaLjHjiN/xq3Hp2RBVjonZ/IGhG5gP9dJUnkxWxH5+gE4SevUxM9AlCnL9myYQ/8uqLb2DhGIbX1XLik65QnODLwVnjmf3hQqxPlFKuMtABVbh2FYfjZ/kZ08bOYNOxHAqG8EjEQ0PmAz3XqUgNxWf7KmwXfsJEWawjXmCmUwSpOpmbxPCSeSdNeRc5unMNFtOnMnnMk7z4xmheXOjPiZ8smddSHO7M5r/+kTGTFvCpvT8hUXFUFadQfsEZhy/msXjFAU5mXafNDKW5pmQu9Up/Nze7O2gpSyX1wBdMePFvjJnj/i8yLy9T45lKlqrwcuJVwlLX+q87Kk1ZZB/4ivEvvMxLU77l0LVOWgbJweYgc0Nl3tVGR2cTGeEOWH80gicn2ioyL7lN5k2kqQBdXJBOVdx+DiybxPtvfcJsx1NEFbfTpeGy14zM+2/S115Ofm4+KdmNqFzjFgZaKDxtg83Hv2HkW4uxOZZFpErCTu5ezK7xj/P8M7P40jmeQplywwd66Cs6iefXk3j2ubFM2HaOS+WDZwXNyLy7hY7qTK7lllNYbzSun+66GI5bv8OY0aMZtegQhy6mk5GXS0O9xK9+epryyQzdg8uGlcybMYZ333yCER+uY8f5YoYa4TQjc5WItVcXU34tmcI65Ze3f8uNDNIPfY3F80/xxqwdWB3LJUatt7KUoxye9z5T3nyXj22OcCq9lusdbYrMwzhiu5A5U61xjyyhfAhJ2I9C5kJy8uSwfFfS3t6mJr2GqtijeK7bwEaXAI6dDGDL0g945oXXmLkzgrQhpGPDTeayEITMZQc4+dmcGDYyH1CBPTuMkN1rWLx6E7Yue/C0msD0D/7Ka0sUmedf/2neZqePntZiCqJ2s/nLcbzx4iheGfsJS5Zb4+S2F6/wq1zNV1V5T/+Qbu19H7Ql8zvQUkDhkUVMenUs477wIPROMs/MUBV6pSLYe7KT1gJKQ5by8Wfz+dA2lJjqm3QNcrjNQub/RC/lF3ew6dNnefrvG9lmJHPlH9fSEsiNDSTomw945/FHeOyVj5mzYQfOe3Zg960dljv2cTg6h9Lm7iHNp7a32W89b3L3GTooj96C6/wX+Gz1LnyTaknIuMT+5R8y/Rf/ze9eXMaakFxkL7hbn+uhvz6GsA2f8bfHn+fx6W4cSqpW6ffgoBmZy+f67/0uuJfe1lTOrp/B/EmzmLMrmvDEXLIVmTc1KXK9nkfS0a3Y225h66EwTvpaYz9zFK9PtWJndInB5qFAOzJX5vUPSI55NzryyA6xw2LCNGbZh+IVW0pccgo15fmUJx0lwMGCaWNeZvS70/hisQ2OO13xDAjnZGIpNe29t5OzwUFjMlfBUWUbrXW1hi0Vv0/y1MTFxKhAGRtPeVk6WedcObBhAVs8o4hRVV5H2SX2rpnIiBdeZcaOM3pl/j0wP5kPMNDdTGPGabx3bGal7V48zyRy5sJJjtu/x4z3/8qri/wI/alW5rcx0FFK5olvWTn1L4z49aM8/eizPPfWCqz8k8m80afCj3lgLjLva8olz28BE18ZcweZy3fmQuaZVFbds5veQDPVKQEcXDCJZbYH8Im/o0ocBMxH5jL/3ZSc34bDtHvJ/DoZ8dGkBNqw5N0R/PYPo5n2bTDhsamkp8YQ7ruF9bPf5m/jJjJd/T4sq3XQD9Zq/wDcneihp+IyJ7atY8F0K3aFZ1KofDAvPQq3BR/w/n89wqMvr8TyeJ7B7lsrQlXmDcpG2+mMfWwUv3l/G24xZQx281DNyNwEBm6UUxbthuXSlXxpH8yxtBqu5ReTm32NirTTJAQ5Y2PjhFt4KllNTRSruXacNYrXPln7kFXmJtDfRnXCQXxtP2b+ut0cSaghq6yaZEXm1dU1dLfXUJMcyKH1U3jv5ZGMevQJnvzjJ0y1Oc6ZUuWPt08zWAyZzGULRdkar6Awj7r6bFJCvdi3dAlL5s5j3vz5hs4u98qcObP57LPZWMxahL3VbBYt/pRJs1ex5UAIYafPcO6wI0unvMpjTzzN2/M24xoQq7KbfIoq1WD8m0ThXpEtAuVVKuMm92KcqeMGK3I+ucsgi1veUZbkZtasWYY2oTIu8jtJdmRbS0kqpPG/qfMMRkS32Cc6hBRk8Zk6bnBSR311AXkxQbgum6/majlLtnrjdugwu5ztsZ75Mm+/MpKnJ67B1usE51KyyS6potrkuR5c5F1vITnZzlW2zZSmBVqOXa06f21NOUWJpwlzsWT16g0ssNqJ4+aNOH49namj3+DlMRbM3x7M2YwSKtR41Jk6zyBF7BN/lP3SxTe08su6+gaqcmK46v457zw/mjc/c+RQSi05pZWkp6UaxlN2v5In2uvrlU1VxWReDsLXxZrl63dx6HQSORX1hkBXr9bag9osdsk8iQ7RJb5ZUVFh+L2p4x9MamhoLifxqA2WHz7D7yesxiYoiVx17ryCQq6cPcaZXXP55M+/5tcvfcByH5WMlTdxvamWqoLLnN+3lJkjn+TxZ2ZhsTmCqyWVVMsYmNRlWmRcJHmWtS32SQw0ddwDibr+ejVvdTVllGRFE3HgWxxttuB48DJXs6upaqgnIfYU7ss+YsYjv1KJyly+cr9MZmO9un41TzXKjsxQvJdP5i//O5Inp25jz7kMSsVnHzBeyjyJTfIanGzpKutuaL4p1yD+pOJVaQbJZ7zZa7OBDdsPc/hKHtcKy0lNiefq2cMcWL+YryZO4UtFhO5B4UREnsB365d8MeZxnhk9lblbvDh2JYHkvHKqqk3p+mER2+SpconVQniy/iTpNHXs/Yqcs75B+XZloYqVofjssmOt3Xb2hccp36snUyV8Fy+cJz0+imhflZist2TZBjc8vf3w3bmOpZPG8OrL7/Lekp34XMmmoLrepJ77EbFFkjDZanhQZC57WUtP8pSUZHWiTK4lxnI18iyRERGGPWlNiTRD8PHxxcdrP0fc7XDaZMU31g44bNmK49ZNbLGcy0d/fYZf/s9j/On9uSxZ54V34AWuXss2PNUpF3y/IkFFFp4YKA4qhGfquMGKOISQjfSmlu410pxA9sWV1nTSDUv6zkojAbFZjpNqxdR5BiNii9gnjilzIEmDqeMGK/lZySSdC2DP1m+xWmeLjcMm1q23YtFCC2aMfYo/PfM7HnttKp+v3cLuYDW3cZlk5Zg+12BEbJNkURr7y7uaMtamjhu0JJ3C396CccqOMXM2s94rmjPKPxMuhhLhpex86wXefvNTVnhEciUtl3xT5xiCiD+K3xg7YZk65kElv6CInES1/pymM2bk67w+xR6PSwUkZmQTo/TIeMbGxZOXk0l20gVO++7DY5c7bj5hnIrNJDO/kOLCTDKuqSQ0OZ2MzFvdph5EpGIVohNdshe8vA5n6rjBSGFJlgqKa1j+wVP8buxS1nhfILGwgCQVoM+GB3FqvyVfj/sDf/jDm3zsEMr59CIqy0soKU4jKXwn1hOfZcRzH/HhWn9Op6oxyDet5/tEyE2qOulPIPZJIjakucsvMCT5BRnxxJzyZf8eZ3bt9SUkKp6U3CIKC/LJTU/idFgwB7csxH7SCEb+dgIfLPXmeKaqaIuKKcnP4Fq4EzafvsVzz77DhzZ+BF269sCx0ihyl0+KEmmWI+tu8Pblk19YRIHihfSYcE74uuLq6s7+wLNcSFRrWf0tMz2FqPBQThzxZM82OyxXrcXGfjObt25l65aNWM59l3eff4TfPPc33p/7Dd/u9yc4OpmMrMFdk/im+KTwlqy/ocTjfDVvhQW5ZCVeIPLIPvbtcsXDO4zwmGtcM6yjPC5fvMCxI14qQbPkq3de4I2xM1i2TyXbmYUU5aWSfM6DLZ+PZdyzf+ajdb4ciRl8jJN1JomKdCIdtu/M5VhxYFkY320c0MtAWRR7lo3jtyNG8Y+t4SQPoQmSfptdO/T09CrnqCQu5gSB69/mk7GvMmquNyG5TT/N2+w3con3tWTq688xZoEj3xyM4uy5aBV8kilOCcbzq3kssXDAPbqUei2foLoNzW+zD/TT39vNjVJV6bhM5c1nRvLCR/Z4JrdQ0ih+UkpWRjqleUkUJ4QT5uaI3TcObHM/yum4a2SoQJeVFs+Vc8c4EX6KqBxVVXU8+Jib5zb7AAN93dzsrCbtqCUrxzzGI39eyDcByRR23KSmQR6AS6Yg/RxXXJexbNJkJs73wP9yLuV1DdRXZZMe7s7m2Z+p5HM/++NrDM9CDAba3Wbvp6+zhcaCOC4GuLDV1harbapiPZNAapaai4wUki+fJSzwBPsOhhAe5kNaiA3rp3/EZ0u24n65iKKqGuor0kjwt8Jq/kymrdrH0fQGmoYw5JrdZu+7yc3mCvIuB+DrZI3Vxm1s848kKjGD7JxsMpIvExkWhMueAIIjr1Ki1sOdGBhopSTSAfspqnCYuIotkUUP0dPsfdxsr6UiI4owd5V8WNvi6HmEsJg00jOzyLqWSNzZELwP+eLpF0DKGSdsZ47hrUlzWOKtErXCWhqb6miqjuX0jrWsen8ea70TSWkafIz7UR6Ak1ZwQuTiMOI4d0M5Tl0Koa4rmTprDrb+ceQNoXPcj/EAnLEF6ndt0xbDTea9BjKvIiFOVeF7FrJhxQK+2H6WSxVtmKNdgfm/M++is0ZVNaF7cd6xg5W2jmxzdiUoQFVGfj54eZ0i/FIhFa09ZvneXFsyV5/v76a7pYaihJMEO85m+qQJTPrSls3H0ojPryeroFhVQnGkR6mqzmk5qyxmMGe++tfano12dtht3MAG67WsXGuLrdsxzhde5/ogDDcLmatEpaetnrqSq0TsW4flx+MZP2kBlnvDuZBfR155rarO01QFXkRbbRaZ54Px2r4b511e+IWqeQw/QYi3H34+54nNrKdZXdJgR1wzMh/oobM6jTh/R2zmWjBt5mK+XmPNRgc1Hxs3YmtthbXVGtZsOsQmZWdkTCztzcVUJQQTfMAJl/1+BIaFcyrMGz/1f+/gk1zOa6RtiItRGzJXyVeHmq+U4/g4LOJLCwumL7Ri7YaNBl8T+2zWrmL16nUs3xpM0Plkqr4TvzqoTfLFZ8MMvljrhn9SteE986FAMzLv76A+X1X4e9eyes50Zi9YyrL1t+yys7NVxdx6Vi21ZIWNC67HoigsSqfoYhBHPHZi7+TJoYCTnDkbwenQAHwOBOF/LJns6vYhFUUPzatpd6G3k9amGspVQKhv6aB7CK8F6ZW5dpCgXFUlXdNiKchKpq66Si3ANtrN9LS3+cnciF46m2tJuHqFU6cjuKb0lVXU0NR2k9sbOZkFmpO5qhb6bnbS1lxPbUWRIrZ8CkvKDTtM1TXfUD+XkpmRSmF2KpWFWYZbhPJ+b3a2qiTUOMuGMlnZOWQVVlKuKvnuQe5+Zx4yH6C/p5vOG02G3dzKCgopKiiirKqexhtdVNXWGx40Ki4uodugr4/e9kZq1NhWlFdSVV1HbX2LIrqhT6h2ZC6V+XUaK0spys4lX81Fzj/nQomq8HLyCimuaSYhPZs4FWc7OyXcq8SmvYnG6goqq6oNa7K2sYUb3dqsQ83IXMXxrutVVBQXkqfib66qxrONthkkV1WxecSlZal/TewAp8ZHNgq6XqfsrG2ipfPW5k1DsVErMh8Y6KX7RgN15fkU5N/6uvVfc3drHWXnq1iZmsfVBJWoVNfQ19tFX1cLzTWVVFaoeauWuaulrunWJk1DxcNJ5hpCJ3PtcIvMZW/2pJ/l3uwyjvIdqGwNOrSQcX/Qlsx/GD1q7sqVnkxFEBJYzKnNLGT+b9DU9PPdm10gz2vId7wSz8wNbcj8/tDTc5PiokIVn3+ee7PX1sjT7Ma92c3bblUnc43x/weZ613TtMBwkrneNU07DDeZi29KrPw5krkxPstY/hzJXNaB3jVNI+hkrh10MtcWOplrB53MtYNO5tpBJ3MNoZO5dtDJXFvoZK4ddDLXDjqZawedzDWETubaQSdzbaGTuXbQyVw76GSuHXQy1xBdamHfIvNcGhrNS3YCncy1g07m2kEnc+2gk7l20MlcO/yMybyPvq5WakoLibl8meiLMeQVVdD1gK+m9Pf10tPVZUgKJEh0drTQ3NJKQ0sXPX3fJRedzLWDTubaQSdz7aCTuXbQyVw7/AzJvJ/+m02Up58mMswPr4AwvH39OHzAHW+3QxwPSya79iad/9Y/VTLQXkbuueMEu7jgpsRltxJnD/YGXCAy8zotXd99OVAnc+2gk7l20MlcO+hkrh10MtcOPzsy72uvpOKSB3azpzJjoT3fns4iOimdpHP++K79nHn/+JyFOyO4WNr2g207+ztqqLx0gP02q1ix2Aobaxs22Niwfv1u9gbFk1rXY/JFf1noxh3g5GdzQidz7fBjkbn0DdDJfOjQyVw76GSuHX5yZC7B/UFIWRxEHEUeStOWzNtpzAzB5/PXeP4VC2bsvEJ6Syc5xaXkZiaTf2YTDrNfYsTrH7LCO56Ce7eFN6KngfIYb3ZZTGHGbEvsg+NJKWn+VwP6eyCBUpIZsUUC5qJFi1i1apWhW5QsDNm+VkT2odeakCRwiXMKCZmbzMVZxDklqIid5obYJkQuC8/cQUXOLUFFfFnIXPzb3JBgIpW5JEbmhgQS6bAnzWvEL81pn/i46JC5kxghfmNuCJlL0BR9w0HmokuSFVnf5ob4ppHMzW2bQGwyxmdZd+aEkLls7S1J5nCQufim+IgUP6LP3Otc1oEUuxI3zb0OJDExxpQpU6Y8GJlLJSOVhWSpD+JkElhEqeYVUH8ZeaG2fPLUr/nPt1eyNLyYNhX/m6630FBbRUf2CQ6sHs8jT45g1EofIku/Z3A7Ksk7uxu7BbP4+L13eX/8e/z9H4tY7XyUyJxGWu7hYyE2SWqkM5u0tJTKfN26dYafpfOQsfOX7C5mjkxQFpw4TVeXOdqd3A1JSIQUHuROzFAgzjgcWa1ACEHmcjgCpkCSQEnEvttsyDyQOZPxHA4CEh2iy9xkYISMpSRFw6FPyFV0SdvJ4Uj6BE1NTQZCGA6ITcb4bO51J2Mp607GcrjWnXEshysxkpgyXGtc5kuSTAsLC+bMmWNoR3wvvkPmxgwnMDAQJycnvLy8DO0c70fkM0YJCgoyecxg5NihnWxeMpnf//Yx/uO1KXy03hW/wCClI5igwCMEutuzdOpofvX4k/xi/FyW7zhg+NzRe84TeMQf34P72eu6jS1r5zFr3J949pH/xy9++RRvz7Jio6c6X/BRQo7essXZ2dlA4FKNr169mpUrV7JixYp//l/+FXFwcMDX1/cuXUMVGT+5hoCAAMO/po7RSoZTl4joE11GfVr6yr1yp23yszl1GcVo33CNpegxijntG05dRrlzLM2tz6jL6CumjtFahnssjfpETB2jldypa7hsu9NPzK1T9AynX4aEhBi4ePLkycyfP//+KnOBZPqxsbEcOHAAd3d3PD0970uk5/edYuqYwcheTw91HW7sdt2Nyx433Nw97taljnF3c1V/V6L+7u7xPeeRY/ftY//+/ezfp37nvgfX3bvYtWuX+qz6nBxjlNvX7+Hh8U8xnkd+lnEx9Tet5C77bl+LuWQ4dYncq8+cOodTl1F+LF3m1jmcuowynPqGU5dRhlPfnbrMrW84dYncq8/cOn8sXa6K4yIiIkw+Y2GSzI2QWyVSqf/ooq7j7m9V77ku9fe78EPXLecyyO1j78CA9I2+41g57n5w63wPyVjpoosuuujys5N/x0c/SOY6dOjQoUOHjocfOpnr0KFDhw4dP3HoZK5Dhw4dOnT8xKGTuQ4dOnTo0PGTBvwfhDu0afVNmcwAAAAASUVORK5CYII=)
Maths-General
Maths-
This scatter plot shows the age in years versus the height in inches of a group of children. Explain why the drawn line of best fit is accurate or why not.
![](data:image/png;base64,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)
This scatter plot shows the age in years versus the height in inches of a group of children. Explain why the drawn line of best fit is accurate or why not.
![](data:image/png;base64,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)
Maths-General
Maths-
This scatter plot shows the hours a cubic foot of ice was exposed to sunlight versus the amount of ice that melted in cubic inches. Draw an informal line of best for the given scatter plots.
![](data:image/png;base64,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)
This scatter plot shows the hours a cubic foot of ice was exposed to sunlight versus the amount of ice that melted in cubic inches. Draw an informal line of best for the given scatter plots.
![](data:image/png;base64,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)
Maths-General
Maths-
This scatter plot shows the amount copper in water in ppm versus plant growth in cm over three months. Draw an informal line of best for the given scatter plots.
![](data:image/png;base64,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)
This scatter plot shows the amount copper in water in ppm versus plant growth in cm over three months. Draw an informal line of best for the given scatter plots.
![](data:image/png;base64,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)
Maths-General