Maths-
General
Easy
Question
The box plots given summarize the distribution of the number of fish caught each day on two commercial fishing boats for a season. By how many fish does the median number of fish caught each day on Boat B exceed the median number on Boat A?
![](data:image/png;base64,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)
The correct answer is: 5
Hint:-
Verticle bar inside the box in a box plot represents the value of the median.
Step-by-step solution:-
![](data:image/png;base64,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)
In the given diagram,
Median of Boat A = 35
Median of Boat B = 40
Median of Boat B is greater than Boat A
Difference between the Median no. of fishes caught by both the Boats = 40 - 35 = 5
Final Answer:-
∴ The Median Number of fishes caught each day on Boat B exceeds the Median number of Boat A by 5.
Related Questions to study
Maths-
![square root of open parentheses x plus 4 close parentheses end root equals 11](data:image/png;base64,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)
What value of x satisfies the equation above?
![square root of open parentheses x plus 4 close parentheses end root equals 11](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAGUAAAATCAYAAACJB8MTAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAABGJhU0UAAAAQ3ZOC+gAAAhFJREFUeNpjYCAe8ADx/2GIhzSIAOL9DKNgUIHtQJyCQy4LiDsGsds7oG4cVkAEiN9DaXSgB8THh4AfjkLdOmxABhCvx+NZg0HkVh8cdYUxEB+mg/1qQFwLxBeopA4nANUlIVjEDaCRMlgAqDFyDU8FfhgaObQEi4E4jYhGBLHqsAIFIH4NxBxY5LqAOIdGniPHsTOBOBmP3jw61n3/aehPhgogno1DbgcQ22IRT8bh+WaoHC0caw3EewnotURSM6Qj5TwQe+CQ+wTEbDjkzgGxOBI/EYin0CingNxwCYjlCehlg7qZkL3U6NtQRR0PFjEdIH4OxCw49PzBYx4oIvugbBcyUigpkdKBVozi0/trKOQUFSCeD5W0QZNrB+J+PAb+IWDhbiC2h7YwhGmUQvWwNDaGfKTUQCMF1A85hSZ3H4hN8BiIr/gCgQJoIOjR0FMnoQmLGL1DrvgC9Xj/IdUDFkB8G0/RBcsJ1ngq3jXQIiySximN2AAckhX9NyBeBmVPBuIGAupxNYmVgHgTEHNB66ozRBRfVGmVENCbA3XzkIqUOUD8HZo7QH0TDQLqsXUeRYF4G1ok+EA7SwMdKfToPFI9UgSA+C8Qr2UgfjzrOFKdASqz1wGxNBZ1y/E0rekRIPQaZiG2DiKprjoMVVBApCNGByTpAEyhkSJDgp4MhsE9dN8FHWca0iCEYRQMGAAAH/PiUbSjEhcAAAChdEVYdE1hdGhNTAA8bWF0aCB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMTk5OC9NYXRoL01hdGhNTCI+PG1zcXJ0PjxtZmVuY2VkPjxtcm93PjxtaT54PC9taT48bW8+KzwvbW8+PG1uPjQ8L21uPjwvbXJvdz48L21mZW5jZWQ+PC9tc3FydD48bW8+PTwvbW8+PG1uPjExPC9tbj48L21hdGg+5j+ITgAAAABJRU5ErkJggg==)
What value of x satisfies the equation above?
Maths-General
Maths-
If ax + a = 3, where a is a nonzero constant, which of the following must be equal to x + 1 ?
If ax + a = 3, where a is a nonzero constant, which of the following must be equal to x + 1 ?
Maths-General
Maths-
![fraction numerator 2 over denominator open parentheses x minus 2 close parentheses end fraction plus fraction numerator 3 over denominator open parentheses x plus 5 close parentheses end fraction equals fraction numerator open parentheses r x plus t close parentheses over denominator open parentheses x minus 2 close parentheses open parentheses x plus 5 close parentheses end fraction](data:image/png;base64,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)
The equation above is true for all x > 2, where r and t are positive constants. What is the value of rt?
![fraction numerator 2 over denominator open parentheses x minus 2 close parentheses end fraction plus fraction numerator 3 over denominator open parentheses x plus 5 close parentheses end fraction equals fraction numerator open parentheses r x plus t close parentheses over denominator open parentheses x minus 2 close parentheses open parentheses x plus 5 close parentheses end fraction](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAPoAAAAnCAYAAAAmTFXMAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAABGJhU0UAAAAZpE86XgAABGFJREFUeNrtXE1IFVEUvohIhJuQcNEiEBcSIUJESEgEERItRGghLSKCiJCQNm8VLtpIhEi0i4iICCIkIiKQEJGQQCJaiRCt3LpwEQ8R7FzmGM/X3Jk7787MnTn3++ADffep43fOmbk/531KAUB9cZc4V6PrneNrBgDAEsPEtRpe91e+dnE4T3xH3CHuEn8QryNPD+Ei8RPxD7FJ3CQuEPsgTWLBjNTwus8QVyUGZIU4Rezl709xkKaQq/+wTJwk9rS8ppP4M6SJxQjnUJUxmHCNq1zw4nGS+BP5moodSBCLR8RpD393P8N79Y37tWHsXs32FpzQRL4mYoC4ARlioWc6YzGvzxIbxDvEdc6xBo/dMhTXQx7Ls9Bn+b0HbLSNjxK/hBCo0RpMvXyhn3iT1+lXIIdxptMT8/pb4hbxMd8o2/Gd9T2A1vlpQU90fS0ThrGeEGZrR4jfVLRJBxxOolbOQBIj9gyvb/KU2YRx4jx/famDp2qWQt/gJaoJu5IDdIz4nngZuZqo0QTfDC9ADutC71LRqUUallhXffrTZ1HYaVQdXovYQh/gIh9Enlqhl4sdsJu6n1PR6UUaZrjIOjnLtn2i62tZSRgXO3UfIj4jHkWOZgI2LM1P5falnz6ufZHycwc9HfOqs+Nd20LXv/tlwrjIzbh+3pjoRn5mwjCvOYH/EXe89kQl757rGeUHftjo2dK6yt6QZFvoCyr5+G+a/wdR+MhPdMAMPc27xjdDvb7TnXK/iTcgTSziGmYWlfmU4riKOg9bC/sq8VVBha538p8njItsmMm6kREixviG2GQucyICZqy1rbO3VXSiE7ce1jeBEzFjb1S0E583dPfnFud4+16C2BZYAChqaYMPtQC5T8eA6kF3wNWplVSvy28jbCh0AABQ6KVq0kmjCACg0AGgLnfxOrGIp1UoGiGPEGM80XHTh2YACh0AABQ6AFQPVbfTzcM+dx8aIY9SNBId47p0HvnsNIJG8jUSH2Pfdrq2NtE+e4d9a2S7WRayRq55JDrGVbDTzWIT7ePTQFXQKMuyI1SNXPJIfIx92emmwWQT7cM+t0iN9gtIAmkalZFH4mNsstPNwzLXFXGuKz4cO4rUqIgkkKZRGXkkPsYmO10NV8tcF5hson14cBWpURFJIE2jMvJIfIz3EsZcLXM7RZpNdNmumkVqlCUJdjm42kHlfstaVLpGZeSR+BjvpYyXYZnbChub6ColcdkadfMmzAMV+YkPQaNc8kh8jJOmLBoulrlZYWMTXbVpqatGLk08OolXAtCojDwSH+OlhKmNq2VuFtjaRPvYaCpSI9duvWYAGpWRR+JjbDpWyMMy1xZZbKJ92OcWqZFLEpwm/gpAozLySHyM4xoF8rLMtUUWm+iqNIOUbSu8yHfxLuY4J8BkABqVkUdBxLjVTteHZW4d2jt9a6S94Dd502ibn1xnY94XskaueSQ+xvjABjSCRoHEuOp2ulWwz4VG8jWqfYz/AnhRx4Ad0r3fAAAB4XRFWHRNYXRoTUwAPG1hdGggeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzE5OTgvTWF0aC9NYXRoTUwiPjxtZnJhYz48bW4+MjwvbW4+PG1mZW5jZWQ+PG1yb3c+PG1pPng8L21pPjxtbz4tPC9tbz48bW4+MjwvbW4+PC9tcm93PjwvbWZlbmNlZD48L21mcmFjPjxtbz4rPC9tbz48bWZyYWM+PG1uPjM8L21uPjxtZmVuY2VkPjxtcm93PjxtaT54PC9taT48bW8+KzwvbW8+PG1uPjU8L21uPjwvbXJvdz48L21mZW5jZWQ+PC9tZnJhYz48bW8+PTwvbW8+PG1mcmFjPjxtZmVuY2VkPjxtcm93PjxtaT5yPC9taT48bWk+eDwvbWk+PG1vPis8L21vPjxtaT50PC9taT48L21yb3c+PC9tZmVuY2VkPjxtcm93PjxtZmVuY2VkPjxtcm93PjxtaT54PC9taT48bW8+LTwvbW8+PG1uPjI8L21uPjwvbXJvdz48L21mZW5jZWQ+PG1mZW5jZWQ+PG1yb3c+PG1pPng8L21pPjxtbz4rPC9tbz48bW4+NTwvbW4+PC9tcm93PjwvbWZlbmNlZD48L21yb3c+PC9tZnJhYz48L21hdGg+di6j8QAAAABJRU5ErkJggg==)
The equation above is true for all x > 2, where r and t are positive constants. What is the value of rt?
Maths-General
Maths-
The wholesale price of a kilogram of lentils decreased by 1% from the previous month for six consecutive months. If x is the number of months since the price began to drop and y is the cost of a kilogram of lentils, which of the following equations could model the cost of lentils over this time period?
The wholesale price of a kilogram of lentils decreased by 1% from the previous month for six consecutive months. If x is the number of months since the price began to drop and y is the cost of a kilogram of lentils, which of the following equations could model the cost of lentils over this time period?
Maths-General
Maths-
A baker is gathering the ingredients required to make 15 batches of oatmeal cookies and 1 cake. The cake will require one-quarter bag of flour. The baker needs a total of more than 3 but less than 4 bags of flour. What is one possible value for the fraction of one bag of flour required for each batch of cookies?
A baker is gathering the ingredients required to make 15 batches of oatmeal cookies and 1 cake. The cake will require one-quarter bag of flour. The baker needs a total of more than 3 but less than 4 bags of flour. What is one possible value for the fraction of one bag of flour required for each batch of cookies?
Maths-General
Maths-
![open parentheses 1 third t plus 5 close parentheses plus open parentheses 1 half u minus 4 close parentheses equals 37](data:image/png;base64,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)
![open parentheses 1 third t plus 5 close parentheses minus open parentheses 1 half u minus 4 close parentheses equals 19](data:image/png;base64,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)
For the system of equations above, what is the value of the product
?
![open parentheses 1 third t plus 5 close parentheses plus open parentheses 1 half u minus 4 close parentheses equals 37](data:image/png;base64,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)
![open parentheses 1 third t plus 5 close parentheses minus open parentheses 1 half u minus 4 close parentheses equals 19](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAL4AAAAmCAYAAAB6QSGzAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAABGJhU0UAAAAY00gKyAAABLFJREFUeNrtXV1kHFEUvtaKqH2pWlFVIaKiIkJFRESFioioCHmoqqgSUVVVJaoiqkrlqSJCVVRVhIrqw4q+VETloVRVVESIPEVFqIqqtcL0nO5Z1nQ2O3Pn3pk5d+7H95Brf+Z85+y995x7ZiKEN24D54V5mCPbooSpWiZBW6XoA34DZuu87gJwml7LBWjTJvCy1ZK9tkpxCrgH7PTx2jfACaDDzMZ2sjFntWSrrXI8AS4EfA9HZ82RrVZLntoqRR74C3guBc46Czwim62WvLRVjke05IqUOGuR9tVWS17aKscWJWNpcVYvcNtqyU5bpcCqwqHkezk76wDYZrVko61y3AQupdBZS2S71ZKHtsrxGjiZQmfdItutljy0VY4CcCiFzhoErlot2WirHLgnzafQWbkQ+3GrZfTaKscfYEbCSW7GCecE1kKGbLdaBsOwj2vUoW11AaFeiwe2TnwCFuk6VoAtcc00rcANjYEvg1JCroPTTL7l086Spmuo1+IxAPwO7KIfYJZyDiyxNsXhrFGJioejOeAcG/iB8IKCyEmAFrU+/4vX7A4YA85G7awZ11I+ZQM/tJ5TAcZVAA+mPgawM67APz5h+/U1Dme9BY7YGV+rljIa+0GDKLcdNysIfMcHw2i9C7zkMd7szjuictZ2lXA6Ah/3lNgghWW0+8JfeyzXwN8R3k1wtcbD4hnwTkA745rxcUuzRwluhjhMs30pyAU6kpTJ8sPOBln6tU/TD60t4lkpTi3raSxrU4dHUSLJgV+p6qxRVadIK2FrHDN+N3A94hl0wMd3cpzxu8mpfsfD4jMFjarA173VqYVGsiVSZ10TckfYYa+taGDgo5avPMbHa4yrsEkmSOOc8b3QL1w3yUThrOeuPWIUgdROiY5pgY9a3nWNYc36hyiXGqNA0rc6Xnjqzn+icBY+aWBRo3HvgD1VycwgBf2ogYE/Q6sn2pmnv+dJgyEb+P9KrqNUiRIU7JjzXY3DWReB+/RdDRo+f4wqGljD/UnJTJehVZ3TwA9UoVinioUguxtTEPj1tltXKNfBWMAq3zIl6P/hOOA+aZWy4yIFGy69ZwRPqD5WD6IlHgitkHPwOrD35LowB6WkX2CQxqo11zKC6KQZiBuyIt4mtXVKVHNVq+IGjXGHDm2VY5+WzzA4YugcXKUOE6YlHvBtGhD4OrRVjgIlg7LAhqBths4ZEnpuRBkM+RlFAwJfh7bKgbVfmfsjm+h9OxFWE1RiQqive8tqWUGP0Ne6zV1b5bghgj0Hxp1R32PqnGWh/obooFpWo3Ky2GtA4OvQVjnwjpYDiffhXnaEnMXxYaG4B21LkJbvRbnNwgTo0FYLNmmZlUFOuHogGKBfY14SVMsWCvpWQ4Jep7bK8UDInaxyTchwO/IwAVrirPhSlJ+ubAp0aqscWH6SedApooMSXC44D/wt9B26+dUSiwN4wpw1KOh1a6sFlZ6Pk4CHLmPkrAwta9j0P87ITpxhHydAywKXfXDCtFUOXG53RY2+BkIfOazS4I8nucOMbOwU0f1jiHpahu1HT6u2WoClND//voYjKveN9lkt2WurBXj4sGCgc3DrMWm1NEZbafwFiRXEtcuWyasAAAFMdEVYdE1hdGhNTAA8bWF0aCB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMTk5OC9NYXRoL01hdGhNTCI+PG1mZW5jZWQgc2VwYXJhdG9ycz0ifCI+PG1yb3c+PG1mcmFjPjxtbj4xPC9tbj48bW4+MzwvbW4+PC9tZnJhYz48bWk+dDwvbWk+PG1vPis8L21vPjxtbj41PC9tbj48L21yb3c+PC9tZmVuY2VkPjxtbz4mI3gyMjEyOzwvbW8+PG1mZW5jZWQgc2VwYXJhdG9ycz0ifCI+PG1yb3c+PG1mcmFjPjxtbj4xPC9tbj48bW4+MjwvbW4+PC9tZnJhYz48bWk+dTwvbWk+PG1vPiYjeDIyMTI7PC9tbz48bW4+NDwvbW4+PC9tcm93PjwvbWZlbmNlZD48bW8+PTwvbW8+PG1uPjE5PC9tbj48L21hdGg+0+CrswAAAABJRU5ErkJggg==)
For the system of equations above, what is the value of the product
?
Maths-General
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A car was listed with a price of $12,000. The price decreased by p% to $9600. What is the value of p ?
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The line graph shows the total length, in miles, of major commercial railroad tracks in the United States from 1916 to 1976
![](data:image/png;base64,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)
Length of Major Commercial Railroad Tracks in the United States
The average rate of change, in miles per year, of the total length of major commercial railroad tracks in the United States from 1916 to 1926 is m. What is the value of m ?
The line graph shows the total length, in miles, of major commercial railroad tracks in the United States from 1916 to 1976
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)
Length of Major Commercial Railroad Tracks in the United States
The average rate of change, in miles per year, of the total length of major commercial railroad tracks in the United States from 1916 to 1926 is m. What is the value of m ?
Maths-General
Maths-
Eyespot is a disease in corn that is caused by a fungus. An agricultural researcher investigated whether the presence of eyespot necessitated treatment of a cornfield using fungicide. The table shows the relationship between the presence of eyespot in a cornfield and the need to use fungicide.
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)
According to the table, what fraction of the cornfields where an eyespot was observed needed fungicide?
Eyespot is a disease in corn that is caused by a fungus. An agricultural researcher investigated whether the presence of eyespot necessitated treatment of a cornfield using fungicide. The table shows the relationship between the presence of eyespot in a cornfield and the need to use fungicide.
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)
According to the table, what fraction of the cornfields where an eyespot was observed needed fungicide?
Maths-General
Maths-
![](data:image/png;base64,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)
The graph of the equation y =mx + b, where m and b are constants, is shown in the xy-plane. What is the value of m ?
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAOIAAADyCAYAAABQxhlMAAAgAElEQVR4nOy9+ZMdx3Um+mXWeu/tHWjsIJYGsZKARIAEF5GSSJoSKIoWx1JYlmTZWrxFzMTzzF8w7/d5Ef7tjUfxImZe2KQMkpJliau4UwQBkCC4YCXW3jd039t3q1tVWZnvh8yqvg10N7ozCYKe1yckUsJFVmVV5XLynPN9H4niWGDJlmzJbqoRIcTSRFyyJbvJRm92B5ZsyZZsaSIu2ZJ9IWxpIi7Zkn0BbGkiLtmSfQFsaSIu2ZJ9AWxpIi7Zkn0BbGkiLtmSfQFsaSIu2ZJ9AWxpIn4BTQiBY8eO4YUXXkC1WsWlixfxxptvoFar3eyuLdkNsqWJ+AU0IQTGx8fx6muvYWBgACdPncLZM2eR8ORmd23JbpAtTcQvoFFKsXfvXuR8H/39/YjjGHv37kVrS+vN7tqS3SBbmohfUFu+fDmiKMLHH3+MlStXYuvWrSCE3OxuLdkNsqWJ+AU1IQSCIMDw8DBuvfVWtLW13ewuLdkNNPtmd2DJZreJKxPwPR/33HsPuru7b3Z3luwG2xIM6gtotVoNr7/2GmzbwYMPPQjXdW92l5bsBtuSa/oFM8453j10CBcuXMDtu29fmoT/P7GlHfELZrEK0BQKBaxctQr5fB6e593sbi3ZDbalifgFtt+//HusXLkCu/fsudldWbIbbEuu6RfYPvnkY7x39D0wxm52V5bsBttS1PQLarVqFWfPnoXnuqiUy+js6rrZXVqyG2hLE/ELagODgxgZHQWLY4wMDy9NxP/Nbck1/YLaQH8/6tUaRkdGcflyL5aO8v9727wTMUnMiow550btkyQxvsa/R+MJx4lPTmBkZATFUglH33sP5anyze7Wkt1Am3ciDvQPoFKuaF04jmMMjwyjETa02gNAf18f6prQH54kqFdrSAwCHSNDw6iU9SdAHEVoBIt//rDRQLFYRK1Wg2VRDA0Ool6rL/o6jaCB0mQR0NxNg2odjSDQaiuEQK1S1ep3sxWvTCAKQ+32URihXtfvQ9AIUKvfePjZnBNRCIEzZ87gysQVrQs3Gg2cP38Bk5OT2p27ePEiSsWSVttatYZj772Pgd4+7fsfe/8Y+vv69RoL4MK58zh54gTEInd1P5/Dn/7pn+Lee+7B1776NXz/+3+GrmWdi+7C5OQE3jt6VNurmJicwOWLl5CwxXtGR949jP/zv/5XPPlP/6S9EADAmTNnMHFlQqst5xy9vb0YHx/Xvv/5c+fRazCGFmpzTkTOOYYGB1Gt6O2IURRheHgY1armjsY5xsfHUa1Wtdq7nguWMO32ANBoBIhZrNlaIIpj8CQBoYs7ihNCsGPXTuzYsQO3rF+PfXftg+f7i+5BvVZHqVTSPl9Oladw+fJlBIvYFYUQKJdKeOG553D69GkQSozOt5d7ezExqTcRGWMYGOhH0XAzGBkZ0W6/UJs3aioEh0mIwOQDpJAf/WvIAcAN+pDwZNG7WWYCYHFsMJEBP5cDYwyWZWm155wjjmPtb5iwBGEYgouFv4MoaOD1V1/D5d5eHDhwAD09Wxa9EDVb2GgY5VEbjRANA9dWxklufKBszjdEKUWhUIDjOHoXphS5XA6et/iVHJATMZ/Lw3Z0MywCjm3D1hzEAGDbNqjuICIEIID6x5wmkgTVSmVWzyOKIkRhCMH1BgLN+qBnhJBFT6LBgQEcfPpprF+/Hg89/DCCeh1xFGn3gVqWySPAotQo4Oe6LnK5vEEPFmZzvmVCCPxcHo6tNxEJIXBdB76vX7Tsep42GJYQAkKo0Vrm2A4sW28hEJyDgFx3Ip88cRIvPv8CLl24eM1ZqlKpoFKtansF1KIgBsNYQIDF8YK9guLkJJ566il4nocf/uhH6FzWpQIl+n2wKNX2CAghsCzLCFBtOw58/8bX+s47SggA29Z/CSDEyK0QQmgPJEoobNuC6+gvBI7jwrH0JiKhFFyIOSdRwhiOH/sAhw4dQltbG9auWyd30Rn3d0AAcM13GEcxKKWgRG9Xty0LhUIB9gIW4ziK8eQ/P4kjR47gT7//fezYtRNRFKFUKhntaDxJkMR6zy84R7VW1Y78AgBjMRoN/cj/Qs0++fEnGBgYgOO5qJQr4AmH57sIGiHefust1IM6+vr7UZ6aQrVahW07cFxHnr84z/7NkgS+76FQaIGf81AslnD0yFH09/Vj8+bNiKIIliXdBMFFtloBqQdHsh3Bsiz4vo93/vAHlIpF1Oo11KpVRFEMFsewbRuO48CiFIRSEELAYoY4iuDnfPi+j2q1io8+/AirVq1CpVIGJRQCAoRagBDgPIFoniiEwKIUtuPI6zGG999/H5VKWfXVBksYEp6AczG9ewn1AIQgiWMkSQI/n0PCEnzy8ccQANatXYtqtYooirBs2TKsXbcOpcki/vmf/glr166F53mYuHIFXV2dqFSr6Lvci3q9htHREXCW4Mjhw+jo7ITjOLBtG7Ztq0krIDgHF6oLlIJaFBBAtVLBhfMXMDwyjEsXLsCybURxDMZiEBDYjg1K5G7jeR4c10ESM3DOYVkWqGVhbHQMjDHUqlUIwRHU6tn74kkCYlmwbNn+g/eP4cXnX8CePXuw7dZbUa9WUZkqozhZRLFYhJ/zQUDAEnnuvtpdpJRAAGBRBGrZ8H0ftm2joVI5USMEIQBLErm4UJp9P0IoKCWQcQF5Xcd1EYYhJicnkSQJwkYo348KHjV/++kxoD6pkEcrz3URRTGKkyUEQQDXdcE5RxTHcB1HvieD8++MiUgIhW1ZcB0Hjm2DkQSWZYMgRJIkIJDugeu6cvDbNlzXzSYgAMSMAYTAtuVAEUJGrKI4ktdQk862LTl+hUAcxzIQwDkghHwgIvc/SmWfWMKQMIaoEaIRyEN7FsThHBxqSydErpxJAgiZEC8WixgZGYFlW1nfAemuCS6QcC6DUULOJELkfR3HhUUp6kEdw8NDaG1twdo1a+C6HsIwRMLYjLYCcvenavIyxpDPF8B5gqmpKRAAw8PDqFQqaDQasCwLa9evx+DQEC5duoQ9u/fgzOkzePONN/CTn/4UCWN47+hRBEGAS5cuob2tDZd7e1E9eRKu66K9rQ2O7UAQOYB4koALubDZ6ttQQlCr1dDX34/h4WGcP3cOMWNoBA1EUQRCCTzXU5ORgBCChHOZryMEriMX2pOnTgIgcBwHvp9DqTgJzjkIpWqwEnieh2qlghdfegnt7W2499570Nffj4H+fpSrVUxMTODkJ58gDENYlo0oisAYA0+SGcFA27IBAgRBA57vob2tDb6fw+mzZ1EPAhQKBZQrFQwODIBaFjzXBVMFH9SiygWliOMInAusXbsWhBKcOXMGvu+DUgvVahWu64BzjoTzrGDl6omYJHIxamtrwzt/+AOWd3cDRKBer8vNgMkFq7OzE7t27cKGDRvgaB5hsom48/Zd2Hn7rmt+YOqGd+zbiy1btiz6wqNjo4jjGPv27sOWnp5Z/07zqpTtisoIgImJSWzdtg233X6bclPVL3P5OlwAVP54y9gGuI6LDRs2YN0t62GlQR9CANEcjU23tPRnOSlZzDA1NYUtt96K3V/aA0qp3Akh1GYo0v+obk+vtJRSsDiC7+cQBAF27dwJatsQgsNxXRBKMDoyAsE59t25D7Zt4//6b/8Nx44dw4EDj+LRb30LnHOcPXsWAsDXvvY1eJ4Hy5Y7BaFEBnCaFkNKKYhlZTtDHEU4c/oUPvzoI+y9605Ylg2RJOlyD0LlBAQXYDwBYwwJk4smpQScJcjlcuCcY+euXfB8HyyKICAXM4AgDENMFYv4/SefoFIu4y9/9lPcd999aNQbAAXGxsbR3z+AW7duhRACtm0jSTg4TzJvKv0OtjrLRXEMy7aQy+dBCMGmTZuwacNGbNrSg0ajgZWrVso+WpbaWYV6FgoCIGYxEpagta0VcRRj/fr16OjoxPYd2xGGofQmhJg5EZvGHCFEbh6UwnEc9PVeRntHBzZu2gwIjoQliOMYLElQKBSwbNmyz2RXnHMa266DlpaCjLxpmGM78D0f+fzcESeiVuO5zPd9eK6T/d3rGp3+O4X2VrS3t6OlpQX51paFd1yZ63no6upCa1sbXA1grud7aG9vh+s6KLRfS/zU3t6OnJ+D63no6OzA2rVr0d7eBi/vY0V+FQCga9kyxHGMNevWodBSWHQfqpUKBgcH0aU5WGr1AI2gjnXr1s8ZTXh/dBSnTp3CnXfdha9/7evwcj5aFdGVEAJrVq/G2lvWL/reqa1bsxYbN2+SuxKAdesXfq2wEaK3txcrVq7E9u3bte4/OjqCfD6PnZrtF2pzfx3lPurm4YQQ0j01CF0zZnb/qfIUrkzoJYMBYGpqCo2G3kE/iRnq9RrCePY84o6dO7F7zx689eabOHv6DDZu3IR9d96Z/S64kCu4ZUMrj5Vw1KqyxEy3ZrhYKqK/vx/V6uxlfiPDw/jVs7+CbTt49FvfgpebmapijCEMG4BB+qBcLiOe4x1e14jMA5qUyIWNEEY5oAXa3I4tIRAC+gltdYbRLhwX0lfXNc45YhbD0c5DynpZ7f6nZ7g53l9rexv+8qc/wcjQEAqFAno296C1rX26OZE5LG23hxJQy4alGfUF5DtkjM2axwwbDTx78Bn09fbib/72b7F9545r2yccjUYDCeewNJ/Dsi2jb2i6GaQu9I22eZ/QhM+WEiqjmpoXEWoXIJqhd8E5CKFobdXnA5X31uu/RS3Ytg02z0ReuXoVVq5eNdfNVUBCM/1DCHI5H7lcTjt9YVkWPN+ftaji0B/ewauvvorHH/827rnv3lm/M+ccYRTJSKxWD4Ccip7qWsxiRLH+RAQMNqNF2L8DYLDZamRykKaW/kICqGCUQf+jKLruOXo+I4SAWPrPL4QAJdcWJfRf6sXzzz2H1atX4esPPgjbnSPPqNoaFRUIkzeoumFwf2JQULAYm/crcW74EppygzomBNdejQRUisNAuIUa5IlSt9SkvCoIgiyCp9WHLKyrd//pqOb0BYJ6gJdeehGXLl3CHz3yCDZs3jRne0pIFg3VtThm4AZHFErMFlOLUqMdeaF2QxH6n8UR92bi0k0StvJ8zLXrRIGmM6p2wAoweYOEEHAVdEvto+PH8dLLL+OrX/0qHnr44fnvj3QiG7wDlY7QtRlFG5rtPw+7sRPRxK2CPKPpnhEB6VaYVP5Tg/4D6oxtsBqZDiLZCbOmTEG5AODK+DieffZZdC3rwne/9120zpKWucaE6WIqAOjviLLS0ugj6LddhM07Sk38+7QMyQS9kJZ06TUncF1Xu2gbkPUBup+BWtKlMTlfmJ5NLJP3D4BQgoQxUNsCTzieOfg0BgcG8Fc//yusXDVHkKm5vSoOMCq6Noz8WpbZNzBZyBdjC7iL4Ypg0pxAVYpoNc0Ggq6xONKn2hCqFwbP7ziO3A+0z8nCyDX2czn4Kup64pNP8OYbb+Cee+7Bl/fuBV3AApe65ya7CiEUMJgMxpjUJPlceGWvSx6lPQhUsEI/jyiMcjgCUOgHvdsDQKjqInWM8wSMxUiu8/6CWg3FiclZAxK2bUNwrp1PTQvhZ0zGRRzZPMeDbTsYHR7B87/7HXK+j0ceeWTBOwznHGHYMCIh45wbFQQkSQIWx9oLImPs80FfzPejyRkvbW9pwqigiph1S+wopXA1Qc2p+a5EJejd30I+n4c1RzJZcI4PPziOw4cPozg5ibvvuQcPPvzwjDMdVfWOuu4lITLyPeN0sYjX6fkeqEXx61//Gh988AH+/Mc/Rs/WWxd8Dduy0dLSuiAY1dx9cPXxiEiBvTmjyPHnYXaSJOCJ3HkIJSr5K1SJWpyF4GUQe7pTzf3LJqxyAwiRRcdxFGeQF6H+nDQVbZPpC1zTsXRHjRlbdAheCIFG0ABXYp9CIQYWY2lVv+fqgUKFELAtC2KOxSBhCS6cP4/Ojg7ce++9WHfL+muekSWJhD1pVpZEMUMY6ZV3TU2W8Nzvfocjhw9jcHAI33z0AB7+xiOwF7G4pcXb1CCXaVs2qC5VSMJhWdQI2Cu4kN6KEGYVLtcx+8yp0xgfH0OtVofjOMjlchmq+eKlS+jo7EQQBBKy1OQisUTmdyilaGlpQVtbG5IkQaPRQD6fR2mqhEuXLqKjox1BECAIAniuJ6+tEAIkm5AE1KIyb0cI4jhGFEY49+k55RoSWBbN8pKEUllBnyTwPA8tra2wKEUcxYAQCKMIvb29OHnypMQH+r4qF5NlXwAHYwqPyKdD7JxzUGJBQCAOQ5RKJZSKRYyPjKpFBBBEoSxU5Y7rOrBtRz0TVGV/gupUBYNDQxIX1wgl/hHIsJQsYRgaGgK1LAwODGD58uUZpKlWrspgk9oNS5NF5HN5WLYFOo+H0YxgEUKi61tbWtBoNGBbdpZXFGhCsjT9KzUhBJ599hn84z/+IyaLRaxdvRo7tm0DIQRBEICzRE6O5nZpqqQpd8w5Ry7no1arzT2ZUiiZ6nvmgQmZR26EIcKwgTAMM6D4XNnt5t8IIYhZDMYS1Gq1rDhitnvP+T4JQVt7Gzo62uWGMItRQowCgqnZ7R3tqNaqqAcBGIvBmAPHcVCulDE5OYlarYbW1jaJH2w0soMvYzK/ZVkUURShWCwiDEMwFqO9vR21Wh1Xxq9gdHQUScJRqZThe342yQXkRMp2Y0IyXFmKVRweGVY4RgeWRRX+jmcVL7xpt01YkpWDCS5Qq9fQ29eLKAoxMTGRRV8l6FdO9BTPlhUNELkCp7vZB8ePY7I4id7eXghIVD1LZO1lem+ecIVltLIB7vs+OOe4cPEiPNdDvV7HyMgIGGPYsWMH9t9zN1zPw13792N4eBjvv38MH3zwAf6Pv/97DA8N4be//R2E4Dj2wXG0tbfhud89h1qtCtuykMvlp5nRmjwFi1pwHAeu5wIEKE4WJQPZ6AiiWCL1GWOIwhCci5lVQ0JGSB3blgtBrYbXXnsN41eugPEElWoVR48exeTkJBphiFq1qgDgPuJIgo2ncZ1qMgj5Nt49/C4uXrqEttY2GYVNkqwGmcVxtiBaik2BWjTDJiYswfvvv4fRkRF88tEnGYkVF/K9x1GEhHPlNUg8bZryaW1rQxSFeOedQ+joaMeViUm5EKvcaAYO5iK7rvTW5LgiRC6ab731NgqFPPr7+uXzxgxxHMF1Xfiej3Xr1s1aZ7voibhu/XqsXrNGBWWmX2bUCFGcLGLHjh3Y3NMjd4Omhs04wgyep4CehBCUiiXEcYy9+/ahe0W32m3IzO1drUgZ1jDddZSL29raio0bN2LjpmurN5pXP8G5LFBv6mG9VpNYxHXrsWbtmllWQ8y6sqb3FwAKLS3Y3NODzVt6lOt9VZurEP7I/icBi2OcPX0aIAS7v7RHDjgIuK6buXd333cvEpZgx65d+H/+x//A5UuXsH3XTvz0r36GJGYolabg53w89vi34Ss6xRT7eE2/FUtAeqZmLMH5Tz/Fp2fP4sBjj8GyLTV5m/rb9BxpvyXIWgKrDx85As+xsWnTZjz44IP48r692SRKvZdrc50kfYkYGx2DbVE89sePI58vZIXw6f3SiQABwJLjLqwHEricy4FFMarVCjb39GDPnj2wbTs7JoFzRIxBKEYBy7Yk5lL1J5/Po1atolQswfVc7NyxXfWZggueeUJyrHGkHhoBySamZVno7++H5/nYtHkTcrkcWCyLyG3bhud5WL58+TXfQsfs9IZXH4jtFjur/tdhcsvn82hra0NLS0FbaLPRCEEIyQbhYky6jgS5XA4tLYvHIwJyRfRzvlZ7weVCEkYRcrNgMqMwwvjYGFoKLcjnfPT0bMHqtWvhuO604AyRrk9nZ6fc6RZpra2tSDhHW1vros5ZYyMjGB4exs7tO7D/7v146KGHcO/99y/6rBpFEdasWbugnGNm7e0z/u+WLVuwZdtWrFm/blH3BoBCSwFbtmxBe0c7duy6Fvy+EBseHkFbayt279kzzQ7RtHF8VjZ/1JQS7fA/5xIC0wgawOJJqgHIHVY3oUosS/Gv6AcK6vU66trEQ0Kh0WcPvQ/09eGF51/A6tWrsGrVKty1/y50LZup+GRbFqI4RhzHWhPRth24rreoyH3CGJ777e8wOjKC//Qf/yP2370f3atWag26lDyKqx1UxxpRhITpp9DiOEaki2eETEM5iscoNaNKnTls7omo+FB0EzBJwlCv1bS0H+TtRXae0LwAoig2KrquB4E2qFRwgSgKEc1xyF+5ahXu/+oDiOMY69etRfeKldcgJRKFB9QtXBeCLy5qLwT+8Nbb+P0rr+DAgUfRs6UHAwODaO/q1GIpiKIIE5MTiKIIfi636PaAPGLoAoO5EKgHdW1uXgAIw8gIz7hQmxcYTAwq14liCNPOI8KQ4Bepy60f0fJ9X59g2bLguh6SORaSQmsLdn9pfknulOdFdzehaaR5gdZ7+TJ+8YtfoLOjE3/8xB9jaHAYtVpNewxYlpVFynXNsih0y41T9j1dSlBAeoWfFVPbfDavCE1GHahjaQDAoMRsPoT7QtuaALlc19WHwBA5iHSR6YCkLDSpF+VCIEnYgryKaqWC3/z6X1Gr1fBnP/gzdC1fjnKljGq1oo1+IITAcWxDTKdBlWCGpzSo2RXCCEq3UJufsyaKIRahe9BsXMxNs7BQi2Mm0ySaFsWRPt8J0rOAdkmGMXoiyQop9IwzxdeygD4ceucQXn/jDXzjG9/AfQ/cD6j7siTRpswXwrzMMEkSWX2vc3/IErX5WBKuZ5zzz8U1nXtHBFROyNCMCn5NsNXIyId1zQhLp5oalQjiM/gGC7j/0MAgXnn5ZWzZsgX3P/BA1mfLtg3vn25nhnhAQzyhCdWFMNqSF27zal9YKu+iY0Rx1miHeIlko9Yt70orU0zQ1Sn/prYZBtdMBVhSIt75MJ2NoIH/9T//F/r7B/Dzn/8M23dM0wY2E0PfLCPUDH1hypJACf1MKmeue5/5fjRdzYVABirVukZTglqrvSEWLorM0OHzpS8WYmkFj+6KbFkWHNedd0E4euQIDh89jG//8ePYumPHjEHHVS7W6IxlaJLJ/abdHkTRfdxou4HhINGUAtFpbo5Ol96hCRaNaU8kLjiiONJnYZthes9ACZk3Yjk6MoqnDx5Ez+YePP6dP75m0UphcCbgWGPX7gYWWi/E6M0mjyIpA5f2eyCKk1Jf1g0GUVMA0+VTmuY4rnb6JWFJpvMwnwkhcGVsXGrdX2Wu5yGXz2mjF6IokuiLWRY0Fsf45ZNPgjGGn/7kJ7NWDxGq0DKaLzGLvBssqJxzCF3yKDE9jrXNlGpjgTZv+sKIbwUzFZ8WfwGlT2B40DbZVT3f08bSyWQ6gXWdM3ZpoohnDh7E4XffveY3x7Hhur7eOV1MM61f/QYEFzj5yQkcO34cd999N3beNnv5l23ZRuS+gOKMMb2AQVFHWhOqbWbTYME251vm6nyjmxC3lGyW7vmCK7dWu6CAUnieGWdNzvfhaZSWAXI3Xbas67p52L7eXpw5exbeLJUnEt2R6PEGEYJcXgrNXv0OPz1zBr/4xS+wc9s2PPxHD89ZMOD5HgotLdoak5ZlmeViAXieB9td5P3VK+ecS2BwXr1bDUwh5wnY50EwfPHiRdTr9Wz1JJAVLZVKBadPnYbruChOTmZV6lTl1hKlc0cobRomMuuVL+RRmizh2PvHQAjB2nXrZMW64mCRNIES8EstKaSZukFccFBqIQwbOP7hh+BcZHgyroptacqVqV4sIVIXL0k4HFfqJo6MjuLD48cxMTGJTRs3Zuo/qa5das2IEKnbiEzD8cTJk6jWaqjX6k2BH4WjTJEYGb6PwPXcrJKkETRw6dIlcC6QL6TIA462tjZ0dHaCUIrhgUGMXxnHzp070dUpC3KrlQoG+gdQq9bQ19uH1rZWnPj4YxRaW5HzfamijGlnMUUMkCayrpSiYqC/H5VKBWHQyAocavUaDh48iPPnz+N73/seOjs6UZyYQBhGUvTHcxHHDLZjo1apoFyuoFKpIJ+TylaUWoq1IH329NNPS9RJ0qkElXIF9XqAUqmEQiEPiyoESBNqgwve9B0pKKTSNCyKhDEUJydRqTRpbyxkMgkBqO/FGEOYlllqLOqu43w+TN9SCLKEIKijEQQQAHK5HIJ6HUEQoFavozRVQqMhsYYWtWApbBtXmgZyIgCJEv9sbWlBqVRCsVTE0NAwHMeR4FRFQS9xiyyLylm2LUmeFBbMth1EUYixsTGMj4+hrb0N1WoVTOk1psS/qftMCc34cfycD8d2MDwyjKGhIeRyebiOI6W0GJPyZk0TMWMNANQOLmFAjDH0Xr4MApLhKIFpBWOeyPvJgSRJrlzXg+fJ/wZBHefPX0AYhWhpKUAIgXoQYN3atWhrb8eV0TG88Pzz2Lx5MwhIpmo7OTGB948eRblcxvDwEFiyAmc//RSCc3i+VNdKJ1UzmLaZNY8xhqnSFAaHBjE5OYlTJ08ijmNUKxUcee8o3j18GA888ABs28bhd99FPQgkJlDpYFLLgm1ZOHHyBOp1KdDpuS4mJidhWRZyvo8UACfThCKDoRFCsvExPj6OocFBvHvoEHK5XIZ3BFIuGabAuywLinDO0dbaimXLl6NYLOLYsWOy6N12UK/XUSmXpUan7YCl6SW1GgiRenEWWtvb0AgaOHz4MPL5PBphmEnBc1UxxpMEnCWIGYOAkGNbAdctasF2bXz44UfwfR9hGIIQikajgSgKUWhpQT6fR3tbGzZs3ADHxP0FYO/cuXPWH3jC4Toudt12G27ZcMuiLzw5MQHP9bB3316s0ZDlqtdq4Fxg3537MFcfrzauSpoAoDQ1hU0bN2Lr1q24Zb3sfwpAXoixmGGqVMLOXbtw19375/6L2dakKlkaDVDbRqSYChzPw+27bwcg5a1dpXN46eJFnDx5Erl8Hh9++CHa2tvwzamUNVgAACAASURBVEcfxdp16/CNA9+UVBoXLsLzPOzfvx+5fA6cp4XwfMaxafqRSAaYDsMG2jvacfHiRSxbvhz5fA7vHX0Pb731Nu655x784Ic/gOO4qFQqyguhanKnuvNAuVpBHMVYs24tLMtCS1ubFJG1rembZjn7puIHQgDlCTDGsGHDBli2LcHd6aLHEyQJV0wPiTrCiGzXJZSitbUV3d0rsGzZcjiuCz/1ytSEcURK4JwuCEAcRwq8K5XE2tvb0d7eDmJJEVNgGlDOeYKEJcq7E+A2RyISUEKR0AQckqqFRhGiUCoOh40GojiC63pgTqxEa5E6g9o2p/MuIFHu2rJkTNJm6Fbd+/40mn+h1pxzTEUxLTpz91uo2Y6NltbW6/e/6ZLUtuArHcPUlS3k8xlyoRnBsHXbdnz3e99DPp/H+fPnkVPPa9k2uleuBCAxnb7vY/WaNddIni3EXMdFuVzGxs2bkDCGs2fPYt3atfjxj/8cGzdvvm57nnAE9Tq2bduuNcjGx8YwMTGB2/bsXnxjZefPn8ftu3dj6/Zti24rOIfve1jWtQy3arQHJG60taUFd3/lPq32C7W50xdNK4eOpVQYulFHKf5BtRP6BLMDnhdjtmNr59CoRbPz7WzWtbwL93zlPqxZuwbtbW1YvXr1NQXiYRjKCW0gaZbKe7/4wot488038dBDD6Hn1lsX1L4eBKjWatrcro1GA8VS0aiow1L0FzrGFB1HaFArGjTRw9xImwcGJXlQTHIoHFwGZTRNVpYY1Kpqt5SWuoE6ZlEL+XzuuqDU1tY2PPrYYygU8vDyM3ffhCeSJ0iz+p9SC67j4NMzZ/GrZ5/Fnj17cOBbjy7qGnMwcyzw/hSu4xqNIcaY0URgSmpb1yzLMkLQLNRuGK+pAJT/bUAOy5PPBYIyl/FEX41KBnDodfOgfj6HLVtn36E451INSbMPhBL0Dwzg6NGjSJIEP/zRj9C1bNmC2ydJIsHVCYdOFisFd3MuoEuUkDCmvRgKIRAEdbje4t36ZjPZDBZq874eqeajeWXFuGYykUwLdo0Q/tn99dqnk8gIAwRZKqd7haAe4NChQ3j70Dv45oFvLpptLJXe1mXqTiFEuhMJUJF4XRiUEAgbISIDpm4BM43Lhdr8Rd9NZMC6ZvIQBAY7sqosMaF7N5Ec4JyjXq+ZCaWawLgEcOrkSQwODuJbBx7FgQOLc0nlJYSKChqWqBmMY9PjmcwfG9T7is+gEwuweYM1RgNBcUSaIAqlf64fbGGMgTH984GJW8SFQCMMjapKbBVs0glY1es1vPvuu+he0Y0///GP0dGlyeAFwBSTaVTwa4hH/Pdicy/XxBxGZKovaCorxg3PqFwY7OcEnwlnj2Pbi64IEZzj7TffwkcffYR77r5ncXSGn6HJzeTzAdbObzcXwbEQu74+ojZ5lPlElkKjBlFbk5AfYLSbE5KK6Bi6pnTx4ODey5fxL7/8Jbq7u7F7925t9EZ6NPg80Adzd4IseiFqNnOxWTIvsPqzsnk4awD1KbQvLusOdQcBrmUGX6TZhgxelm1dFz0xn5FUs0PTmEb6JApDHPyXg7BsG3/yJ38iw/+652RVPqj7DdLF2OQbEsMxAFX7anJ/k+PFQm3+9EX2Dz2zLAuOgSQXTDhriDxj2QZ0ilJxWBfGBVUONvfzjwwN4+TJE4ijCHfcsRcrVs90Iaejvgt7C7VqDS+/8AKOHz+On//sZ9jc04P3jh7VPmKleiTaLAnCkPdHXcQk6grD21NCjRbTBd9nrh8EhBJc0QxWKBgVtfQ5a66uqVxU8yxIoP8RHdcxqsyhdG6lIMYYPjx+HMc/OI5XXnkVRw4fmTUosRi36tLFi/jlwYPYvn07Hvj61zK3TndHoIqbVtc1k4rFZlFXIangtNtzwc0mMvC5uKZz4xFZImXONM2yLFAQVMsVtLS1Lf4CSqBEl0PMsiy0trTCM0jmho1QO/2RllbNVeJmWRb2fOlL2LJlC95++20EjcZMFyxRyBRqzfTM0uDHVZOrUQ/w6iuvIuf7+M4TT8BxXdTnuPdCjQsui6c1F2NKqPE52bENhFohkSC6BM0AYNnUmLJlIWafPXsW9XodcRShWquBc66kxGo4duwYCKUoTU0hqNVQrdXg2DY834dFaIYniyOpL2BTCtfzYFs2xsbG8N6x95HwBLdu24qYsWm1HgV/IlRW6QuoCKNjwbYccJ4gCiOcPHUKrutACCBoBIr6AEqCy8lylJTSLOfnez5s10FxchKXL1+G49iKsiJBwuJpikC1Uk+DJyTqINU5iOMYY2Nj6OzsxPjoGCyLziCDyuTlFBTLUlAwAQHHclAP6gjDEONjYwhqNRDVR4kY90EIwao1q/HS8y/g9OnTOHDgAMAFwijExNgVWLYFz/PgODYmxq8ogLKcfLaSqiMWhWXLfvz23/4Nr77yCn74wx/g1i1bMFUsYWxsTGqQBAEcx5lB2NwchJGM7pjxPixKETZCBEGARhDAsm1ZnKEIvaYRF5h2/VLdS8izIRcC1LJkdVFzvWrWbHqAZxjL9B+EIIklPApCyFTSIgY2pTSTbROcZ/WyhFCFnZxZrEJm/ENk7yjV/ExYkml0Zkpon2EQy/Z9OSiY68qHT6ToRhBIeSzbsuA5Lkhe1n3atlSJQsoXqVZtx7bVQJZo6nRQe74P38/BjmOJ9ify7FOr1lCtVcFYDEooqG1neTPBpUDl8PAwVq9eje7uMdTrdfnwlICxRJIXC6F2C4IwbKAeBMjnJGJhbGwMn3zyMcrlKVy5MoEwDBHHIWzbkVqGTZqI6QCnlMJREzWMIpw6eQph0EDCmMRSqo+Z6kFWq9UMx5fCeIQQElcnBErFIizbxlSphFJpClEcYeutt+Le+++Hr9AUGzZuwKZNm3DkyBHs3bsXg0NDeOrJJ+H7Pj748DjaWtrQ/pt/QxRLoU3HdpBwyVzQ2toK3/dx6dIlvPXWW1i9ajVWr1mDt956C59++in6+vrAGENbaxvq9TqmylOq0kVMu9xCwFaCqM2DvbW1FWfPnkW1WkUYhnAdBxNKY9D1vJks7Bmr+zQmEhAoV6o4fPgwbMeRi5BlZQtmqmvZvDAkagEWQkgaTQGc+OQTDAwM4KOPPgZLYqRQLwEgjiKJP1SSbBYhiBXOdcWKFeBJgtdfew2dnZ0S/8jk2OZJgoQnTd6OnHwp4FwoOJjnuXjpxZfQ0tKCWr2GXC4PITiYglgV8gX09PSge/VK84m4YcOGWX8oFYsYGxvFzl07sXWbhJAIpcfevKMQQtU4lkEFog7oIyMjqNWquPe++6SkVnPMQdUgppMpQ72nwRkhUfyjo6P40h1fxm233Z5F/gSB0rabyYKdcA4WM/lRKMXUVBlr167F5s2bsWLVSgkC5TxLyUy7G1cFhBTyPy343nDLBmzdtm2GOGjCE1UsIEV6UoFL9XAAZEVJ/+VexIxh2/btGZtboVCAl2kdEuzYtQuEEPzDP/wDiqUSNvVsxs/++q9AAExMTCCXy+GPHnkEXs7LXLT0OziOi4G+Prz44otYvXoV/vN/+S/o2dKDWq2G7du34/LlyxgfH8ed++8EoAZpCmZG+h7FzHeSIf4JOjo6EIUhvrx3L1zXRaPRyHiIUnYCZE/dtLsRidDv7+vD+Ng47rrzTni+n3kuQggIpY7c7PrL2lAJu3MdF4HyKrZt24aenp4MMynU+02Fc2216NuWJZnJ4xg5P4dqtYoNGzdi2bJl0ywRSmMxYdPvAWoMUpriOSVA3PelEGl7ezvWrpWYzCgM5cLkurAs67rkYAu1Oc+IuVxOKtA28YU0H/pnUmQA2ZRQH9JxHFjURi7F8zX/ZYXKn49PxvVc5HwfhXxBT5LMcZDP5dDe0Y42nTMqgK6uZejs6kJbR/v1//JVljCG4YEhFFpa0L1yxTW/s5hhZGQYnDFUK1Vs27oNnV1d8H0f6eJICIHnebhl4y2Sn/Qqi8IQ//qr9xGGIX76059kJFCe76Nr2bJMGm/5ihVabtT4+DiCah1r1qyGpcHGRynF+vXrsGnTJtga3zCo1XHx4iWsX78et27deo1a1vUsDENMFifR2dmJHbt2Zgv3NS5uE7i72Qgh6B8cQPey5dm7TYsUPguWwWabcyZEUYQgCLR1A2IWo1wuIwz1sGBxFKNarSLSbM8Yw2SxiFq1hu5r58GCrFqtoKEpy9ZoNDA2PoaVK2d3WyavXMFT//QkCAHu2LsXP/6LH6O1rTX7nUURqvUacvm85OKZ5RpnTp/Gm2+9ib179+H++x+45nfOOabKZYWeWHzAIi361g06WraFQqEAqpkCyhXy8Hwfju8tehICAIRAUA/ge/6MVNg1S9I8a1QURXIMp+dpNJ0NFS3IZ2FzTsSUbl83k0cINaIvJoTAdhztPJ5MxFr6LM0CqJYr2q6HxOI5c+7m3atW4q/+9q8BAPlZdn3LduC7nuz/LJ9gqljE7377O3R1duFbj30Ljn8tZwoBYBLxS5IEYRQh4QnsWZeC67WXOzLnArolw7VaFbHmYgzIoJsJHlEuQjex6JuqwIluYCgr8TJAl3sGCXUCwPc8xTi2eOM8kehsTRiXZVnwc7kseHVN/whBR2cnOuaQ5SZUyo5b1tVHALlTvf7a6zh8+DAOHDiAbdu3X9MeAIQildKtihBcGCJQEjUR9REwjUZDWywWkFF9M/2SzwMENS/6Amo71p2JgEUNSryE2Wour6Hff6oCAEZ9MEQOSIrLa/N4775zCP/zf/2/uPeee/HVr399zvaS4cwAhqYCM7q1qpRSOI5+HhCQZ31Ll+SYyKi/SeE9pWbVWQu+z3w/mmRJpC+tX7SdCY1qDqT0UG0ykWwDyWchBFiSaDOVCyEQKsr+5mfou9yL3/zmX5HL+fgP3/0TFBRZ1WzGEzO6e0kraFL4L70ik8oUkzJFgpR600AxmBCjUteF2o2r3RFpXkmfcp8balfI8iaTHUEfgZEuJLpuEQsjRHEMy5l27+u1On797K9QnCzi7/7mb9DTMz8TW8IYOEvM4IDQ31RF6tUY7somJoQZwl4WrdxMhD4xROeriJJ2rabp/ZHuyvrtKaGS+Fjr3sRoNZXJexs5P5ctZmdOn8YHxz/A7bffjvu/+sB1UwoZjEz/dAGDwwmyOhsj8IRhe/2myoSqW76xdn2qDF0j02VgWs3JZ/ARTM64kANZdyZRS1bp6EZtbddBIZ+H73mwbQuliUk8+8wz6OrswhNPPAGygOtatv75TprZYpIWf5hhUk3aE1W+Z3B/3GzXVCghGN0kUnpG0i2aZkzWCsa6+oqKis8AoW/SXmQ09Prok7TiJWEJ3nj9dZw/fx7ffvzb2LB504L7wLk+AZjUE9E/53LOETP9onHZByPHUjIBGlS/cME/HxGauX5IISxcUzFXCAEWM21yWsmCFhsQ/0gYFzPIITGDQSS4QDLPGZXFDIMDAzh9+jSiMMQde/di3VXSBEmSIAgCfPLRR/jtb3+L++67D/fe/5WFd4KnQrGaTHQpHaLBYmTKpKfL4AYgK4UzokvhwoiAbKE2r9+SCnLomBDSNXI1xTkcz0O+UNDOA0pgsBlC3/d9bXR2GnGc64xZq1bx8ksvob+vD6+88gqe+ud/BmuCnaUsdH19ffi///t/BwA88cQT8P2Fw7pc34enhFf0TMiAm6Z7a9s2CvmCEaaTEAKqOxdVHa2jKa0nL/H5kFfNOcqCel0VCWuS20JkhdZ67WFU2SMnoWNEk5Dzc1p1rkAT3f8c3zBfKODxxx9HS3sbDr9zCL9/+fdoBA20qIWn9+JlDPT348Kli1i/bj3+/j//PdZvnL1Af84+GObxKKGwlfKWVnslWGMyjgkh09Jt8g8W3Jar3dgkj5mCEW602b29vUgYA6UWyuUyGGPwfQ+lqSn09fWhu7s7w55JjUKJcqjXAxACtLS0IOf7MkKXVnIIgeHhYVzu7cX7772PjZs2ZjeU0lmq+p5P0yCkUmugBAQUU6USLl28iI7OduTz+ey8yZMk+7tZIKAJ1ZFCZOq1Gq5cGcfAQBsitaBIPXjJwzONHmg6gwihOHYIEsYwOjKCQktBgYslUDmt1BBNNIHyua0s3SFRBgyVSgWNsAE/nwfnUvGora0NnZ2dcFwHK9eslmziQqCnpwf5Qh5BvY7+vn48+eSTOHH6FOIohu/56OzswujIKOI4hmVRlZ9TcUnShF5RKIqwHqCvtxflchmTE5OwLQtcnfnSPqf1l5SqoI4616avsxE0EEYRpqamkM/lEbM4AyvTJmKvqyOjKYKhXqthbGwMxWIRy5cvy/K66Q6doj8EQaaRKa8nd6I4jJAkifx3zGAt0DsSMQNxbCm9xrmszFk448gMcx0zodWFml2tVlEul9FoNDA1NQWeJMjn86iplzgyOgLXlfqCslyJg7EEkdI4pBaFbUnJLStNnnKO4eER9PX2oXt5N6q1aob/S3UMuZLUSs8P1FITC7Iaoh4EGBwewvK+5fB9H/V6gCiO1USksCxbMXRREAogEXKgQJ5tKpUKTp46hWKxiFvW36J07SLYrtwh0omZ8OldmwgZrZTYuwm88dZbuDIxgSvjV2BRKusWmZL8ShiYmkSpMq6lFgjXdRFFEc59eg6EEkyVphBHMVjC0NPTgzv27YXtOOCc49KFC/jggw/wnSeeALUtjPWP4YXnnscf3n4bQb0OgGB0bAQfHj+O7uXLUS6XQdROl94vpZ0kVE5QIYBSqYiB/n6MjY9j48aNsgA6bKARNCA4l+WHlpVNohQMLYTI3uvJUycRhmH2fJPFIjzXRaFQmC6gVjA4QlJAsBSeTRKGYqmEM2fP4v2jR7F+/foMDZKoRTWVRJOQLicb8Cmiv1qr4uLFi3BdF5wLOK6TeTlCsYinYGvLluMhjiKEUQQ/l0O9VsPFixelNFtbGzy1YaTuZgoOFuoszxM1HhIOalnI53I4++mnaGlpgZfLSSyiKrDgnCOfy2PlqlXo6OjQP0KlE3HXrmn99LSDhFLUqpKl+o69ezEXZnE+GxkaxsqVK/DwHz2CjmWLJ7dt1OpgMZP6iLfftvCG6sVWK1Wse/cwdu3aidUKD5kqHDfDwTmfyS5EqSyyDmp1OI6NPV++A7v37JbtxHS1jhAS+c1FWgpGp3coStCoBzhy6DAKLQXccedeEEIQRZF091T+rzQxiXPnzuGPHnkkkx27ZcMtuOuuu/D7V19BtR6gva0VmzZtxv6778aGjRsRBoEUXeVS0psSolgOhFLQkuex8lQZnR2dOPvpWey67TZ5/zCUBdAEmSgnAIRRhDBsSIkAyBpRy7JwZeIKpkolrFixAi0tLXLAOQ4810WkFiW5sdKsJDL1iniSoF6vg1KKfD4v0frKi+GKfZtD+iOpUnSSJGBJIvPPtsT6BUGAcnkK4xPjAEi2+MhAEFOTRhaOEEhcasxi2JaNWq2GUqkEQggGhoaAJkB06jlkysWcox7UUavVFUuFi46ODowMj4BaFL7nZUXwTAmbdnV0QQrzGsQylM3Yc5up66hF5YqjGfW0bLk7ur6mBr3nIoqjxYfO04FBCRphY7o9wUwojRw5c5Jb5Qp5dHZ2Zavo9LVTisn5zx2UUri+i65lXRlnitcUaKmWy3j99ddx+vRp3HHHHRjo78dd+/dj5epVACXo7OjAyhXd2HvHXvzd3/0dbt22FZTSDNl/PevqXg4uOK5MTqCjq1PrnFSpVlEulnDb7ttn9H2htnxFN4qlEr5y//1aUCjB5XFo165d2LSlZ9HtozBCR3s7WlpacOf+u7SoPZcvXw7bcbD/7v039Kw4b9E3M1AikrWW+toTJnWmzdfQ5VUFpOrwXORP1zUi0w/xHJT/lXIFlXIZlBCcPn0afX19cBwHE+NX8MunnkJ3dzfuu/de3PHlL+P222/XmkgNhSbX/YZxFKPRCLUDdglLVFxB7zsSStBoNBBGeugLFseIoxiO62qPg2q9JuMYNzhgM3ceUU0kE0kqltY6apjpJBRCTWaDdDCLYyMqBK7oQGazFatW4rvf+x6Ceh2u58HzPFDHxrNPP4NSqYTvf//PcOTIYbiOA1vT7UmYPh0mMF0va9Le5P6AUuTSLfxX/TepEIuiyKhofaE2Lx5RMpppXlkRHenmkGzbged52ggIQiXNhEnEq9DaCm8WiooF3V8hD+YiGLZsGy3tbehevQrtXZ3wC3kcevsP+Ndf/xpf//rX8eDDD4ISMq3RrmGO68J1Xe2BSNVZTZvOkKbVQVrN5TWIjGLrmKUixRHTVwwGPgM43gJszjecRTd1VzQuwFis7ZpOR+X0bi/bmkkGpMx0Opa+v4XuCMODQ3j64EF0dHTg6w8+CM/3ZUAkjrUTykQmY42qtk3en1BlkmbIWu0iQRAqI8GhgT4ii5l+mecibO6JmCQyKmVQZxiFkbZrl+XrDNWcjPB4BgXLss6SLYjzpxEEePrpgxi7cgU/+/nPsGHTRggh0AgCWaKmjbCHCdG5qjc2QbibQcEA01gBUbw7ugh/IIz0z9iLsTn9NkotWFSf6oJQMgNLt+j2aQTXYEuc5tjUMxO12HQSX6/79VoNLz7/Ao4eOYof/ehHuHP//qy947rT0mYaRi398rS0D8boCdNvaIr+MCV3EuaYyIXY3BPRotPVLhpGCIXjuPNSJs5nzTkeXTNFVyeJ/mpMiUq0z3PQj6MYzz79DJ5/7jn86fe/j0e/9eiMj24pDk7tPlBzARWziUia/ql7Cf0zomxOzErcDKUFF2pz9lCGnkOzQ5rBRIoVnWNkovhrcMaVZLd1fbdEJffne/7XXnkFB//lX7D/7rvxjQMHruEujcJQO48LICtZ029u6loqGJYRQt4s8m0i/w5AVY3pF60v1OZVgxJC/6AMJael/w5SZm0DOkCuD+GBUCI4usBmeZE5f79w7jyeeeYZCCFwxx13IJfPzbx9wrMaYO1zqjCUNIMayCY7UlbFdHOMmtC1wDyFs1CbO6FPJOW4pUnck7pUui/By/lobW2Fpwmjkkb0z3iUoqOjQxvGlZbAzWbVcgUHDx5EvV7H1m3b8Omnn15DGUgohe/7aG1r1f4GAIwGEbUobMfWVxzOyKP0J7IJFE+es2ey1S/WIqXqdaNtXoJhy+CM6NgO8vm8Pp4PgOe52m6BLFR2YBmshjIZrGeEUAjIhLCENExf6cjhwzh+/Dju3LcPy5ctw/kLFxBGUTbppTYEb1Jc0gT2Kmk33R3Jtiy4Sh1Lxz6LiSjRHvoLkWM7RnWgEld6411T+/Tp0yiXy4iiCPV6HTzh8DwPcRzj448+BotjDA1tmVF5DiGyAuG0ap5aFLaCx3DOMT4+jjNnz6KtvT3TYSCUKEIm2kSXqJAP1JIiIKpoulat4fz5C2gptIJSC4zFWSrA8zx4rpuhB6RCFANjDLlcDp7nYWxsDKOjo+gf6FdIB1npnzKYCwhVrC0ju1SNV6npQVAqlTA4NIQVK1eiMlWGZVvTwaPUXW7WTEjlvoRUzAqCALV6Hb7vo1auwHIcuL6Hc2fO4tlnnsXWW7fgO9/5Ds6eOYO+/v5MlZcnCcJAir00Gg0Ui0VEQQP+PLSJs5oAkoQh5+e0AzaO7SCXz2vzglrUMtKwj1V5nja4W0gxGZNgTaFQQL6Q126/ULNZHGd6hXEUK1k2GyyOQS0KliQgACxL/hlR41BwnvHKWJYF25HwoXQHC4IAoyMjGOjvh2M78HwvQwAEjUYGuUkVltLoVCIEbIuiXg9QLE5isjiJK+PjCBoNhAp6RQjJKj6meV0YQtUXAoKpqSmcOnUKlWoVwyOjSOIYMYslXIla4OAZ8Hh6oCg8o5D9v3TpElzXRaVSgUWk3t+MKKZoxiOm+okJPM9HGIY4fvw41qxdA845HNdFb28vXnj+BQRBgL/4y7/Ardu3obe3F7lcLguzXzh3Hm++8Qa4EDj76VmMdXTiN7/5DZIkgZ/LoVAoZOh9QH6HWC2QtmXDcm2AC5RKJYyOjqJUKiGO5XMLCCSJPLdTqly+7FE4YlVbTAkBhMDZs2fBkgSjo6PI5fOoVSrK0/CupSkUmMYoqvbFYhFH338Pq1avTv9IIht8XyIu1OJIANiOC2qR7P0mLEFxchKHDh1CvV7H+Og4wkjWncrUmjUdSCISxN3S2gqu6EU8z0O1WsGhQ4fQ0dmJMAxRKLRkuEvVZUjMsfqOADhkIYbrumhvb8fQ0BCCIMAKJeTDYoZG2FC4XR+rVq1CS0uL+US8fffuWX+oVauoBzXcsXcfenoWX/k+OjSMKAzx4EMPYcWqldP5HCEQqQk/jUYS2b9T2a1atYapqRL27NmDHTt3IEnkxGdJLNMKqgaREAkF4kJkGgecc1SrVTTCBrZt24Y1a9ZkUm6ZBp6iyRMqaZ0FZ5T8GosZBgcHsWbNGmzdulXt4k3lZmIaUkwJAVGeAOcclmWhEQSoVCpYsWIF1q5fj1w+h8OHD6P38mX8/K//Gl/ee0fG6dK8Y3Qu68KO23YhYQyHDx9Bd/dybN7Sg0hNplwuP13DqhayOGEZjjBFerS1t6v0hYVVq1ZLvUGSutskW/imn0dORMF5lnKamJxEFIbo7l4O38+hpVBQmEdL4fiu8nnJdJRSCLlAeK6HQr6g7k+mvzvn4EJOppQ6klCKRiAFaT3PQz6Xh+s4klZSyQ/EMYNNLbieC844EpFkWEiJ35xeHHki+WriKEbYCJFiwdNCFQn0FjMmogDAEgbLslCr1VAul7NF2bZtVKtV1Ot1Kang+4jjGDt27Fj0/Lja5nS+bdsGhL5bQW0LLYUWdC7rmplUJWRB9BP5fA75QgEtrS1wXHfREihBEKCvrw9btmxBd3f3IltLO3HiBDZt2oRN1yHync3iKEKtUkX3yhW4ZdNGXPj0HIaHh/Hotx7FNw98E67nIQojSuFnXQAAIABJREFUDA0NoTw1hagRIp/PY3l3N5ar/r784stYs2Z1luRfrJ07cxbnzp3Dvfffp9XedR1UyhXcedd+rcLzoYFBTIyP40tf/hLcq+FbV59byVV/TgAWMYxPXMHOXbuw+8t7rnu/lKgqXZyDIEDCOTo7O7F7zx4V9BHTi8jVDA3N3VMTdHx8HH4uhz179sBxHDSUN5fKDX5WOcY5J2LMGKq1KmLNiBHnHJVKBfVaXSvymHCJsm9o1gkyxlCr1WSwxMQ03zOLGWr1OloaUvr66YNPY6C/Hz/56U/Q0SWB0o2gjokrV8A5R3mqlP05IJm+a/UagkYDLIq1JoIQArVaLTsbL9ZClctNEj01KGpRtLe3z07eNNd7bfpz27XR3t6+4IDf1c+YgpAd19UO2NiOjZaWAtrbpUZmPn9jzotzV9aoaJtJHk2eQfRCdpbSYzexmcrAeu1N2qZ0jMePfYATJz7BV7/6NWzcOM1J2tLWhh/++M9BBLD8ajHTZgS5bh+o2fOnfPuGNR0w+Y5p8EvPCFjCEMf6i3HCknmroz4rmzd9IXNImhErSmHbjjwbaDWnMn1hUKtqkn4BUhYwvbbEovBzOQz09eOll17CmtWr8Z3/8MSM3YFSitVr1sza3lLID5mL1ExfcHNJMTUXtSxhCer1GniSaKcgwlAfWEwtGZ030kfEZ1CvugCb5w4y1aC9KzSR8ugYSxKZGtHEI6biISYDkcWxtraf67hgjOFXv/oVisUifvDDH8wq4T2nqdceM31wNlckTdqbokj1ETXZ2lUEMzHQR4QQSGL9Mr8wDLWPN4DUZ7ypeERzS0P9eq0TxlRRgX4yVy4EBpIBXH8Qh40GTp44gbOfnsP9DzyAL+3dp9kN/TK/lH7SxMFPpQP02qapFYMOUCAycC2ZouvQtUCxzt1om0cNapoiT8/MEqlZJ7SbKqpFA+0JbREcIXD2zBm8/Mor+MpX7sPjjz++6OukJ2Sb6pd4TWMJNakmYIZgSY8HpiIwJvOYELOzvjAUe12oza8GZRQrESBEH4ZDKFWF5wZM4YYQFknRt/j21XIFr7zye0RhiIceehhd3csXfY30bOK4+kzdkvNIfyDLd0i1OVsolYpYJsMozTFqmRCKbdzAq9JuuTi7zkTUlyUTQibHdfGIFpUlZYkBesCk/wCyqp3F2kcffYQ//OEdfOW+r2C74ivVvb/kDdKciEISCet6BYQaSncrwmlThL6u7AEA44lIzIP3C7K58YhJgiiOtGFEnAtEoT4VX8YAZsAiJysodGXdpKzcYg/qQ4ODeOaZZ7Bu7Vrsu3MfnDnIoxZiNHPt9NqnE0l/IKUFzwYprM9hEM/bB8MO+J73uRR9zzkRoyhEvVbXzsEkSYJyuYJ6va7VnnOpy6ctfZ0kaDRC7YN2knA0gmBRsnBBrY5/efKXGBsdxXe/+11Y1MLo2JjW/eUgNhtEJgXXALJ6Ut1LSGp9buzeRaFmsIVMs4rrmt9MMH0Dbc47pCpC2m4N5GTSPeg6jiNziNrpExl6X4yMWbNRSlCv1xeMRYvCEM/99nd448038Nhjj2Hf/rsQNAIEgd5CBHW2axZtWaw5rqefB4ZiomNM+6CUJBxhGGrLn8u6ZP08Yqq1YcLNK4TUybzRRufiREn5WljCkDCJdOcsWfhHobJ4NtakemBKZETXOOeyOFfTNRRCZOpYC7FLFy7i5Zdfwu7du/HYt78N1/PQCAIwg9U4jmNFcKs3kJOYIUmYdmVIHMeoGzyD4By1WlV7MW8EDVQrlQwitlhLx4DJGbXRCIzykKk1z7HZ5pv91FNPIQxDqbiTJIr0yUGpVMRHH36EMAzx3tH3lApQHp7nK+JWeYYjABIhMpUmx3ZAKcHQ0DBOnjiJ9raX0HPrFniel0F2UjUgQJYveZ6XAZFTSa+x8XF8eu6cEsSpwldFtikMCoRMI+CJhNREUZwdzMfHxnDhwgUcOXwYGzdsABcCLI7hOE72X0thIJvNsiSyIKjXQSlBtVLB2OhYhnRIUwmpkq1lW+AJx6+ffRaDg4P41mOPIU4SFIeGwFiCqWIJE1euwLKsDDWSpoZSbJDc9WhGK5GqJTcaDTTCCCNDw8gV8jKSrFAkIi1YVv+GQj3YtgVCqSwoHx5SKJapLODBOVeQJRWFyML7AgmTECnHcVTcX76PSClCyQoVMgM+dW16g4BS6RJWy2VwLjA1NYW2jvarpiNJ/3PVgFWwMouiUq1kClcJYwor2vTu0gYpE0PqPWS/SRKvMAynBYgWaeVyZV6v6ty5c/jwww+xdetWbNiwAf5V4rBxHOPdw++iWq3i3nvvw7lz57Bq5UqsXz9THdru7+9HtVKRD5skIJTAdTxcGR/HwOAgcrkcWltblZ58kpWNpUBczrnUGIhjuJ6HQqEASgiKxRLGx6/gyNEj+OD4BxBcII4jREqeLJXlTkQK0LXgOq6csBCo1eoYGR3ByZMn8c4772SV70EQyM+ooE/ANG2iTCDHSOIEruehr68PZ86cQWdHB5haAGRhsEASJ1meLB1VMtwuXfJczkd/fz8uXLiIl196GVEYSjUnxcwWxxGgQuvlcgWjoyPwPQ8vvPACXn311ayvtm3jpZdfhu/5qNVqcnUlkPAe10XCEsRxBNf14LoOhJDn85gxfPzxx7hw4QJGRoaxbNky2JaNKIoQsSjTJUk9GotKlanWllapoTE5gb6+PtRqNYmn/P+oe883Oa77zvdTofPMdE8eYAaDnIbIABEYQUKBQRLBIFqkdrW2d73rTVr7+t4X+2L9R+y9vt7nPterXVvUypK8FiVSpEiQFANIZIBIgzgAJufQubvSfXGqanqAmcH0KZLa+3semxR7TlV19Ym/3zdoGqVSkVw2j4NDJBIR39V1sbJc96ZQKERTUxORcJjTZ89QLAhysq7rjI6OCnOdUFhMBlRkll0VAq9kYZgmI8MjXL9+jZ/8OERtba3L6HFQNEEY9kmK4u0DgrYkKEYRhoaHuXjhApZl8fnnnwMKkYgAcAsjWt0vz9i25dLYhC1eOBxmJj3D4NAQlm1z/Phx38PTE39WEJldXZ+V/fQ+dxyHUDjMwEA/hlHm1OlTxOMJ98glnrFcLvPWW2/x2muv0d7RQdfmzaxdu5b169ezes1qOto7cByHixcvcerUSaYmp6ipqaG15V6Elf7DH/7Qv7HtcuNUTWN8dIwPPnif3bv3sGr1asHQN8yKTJzi8widCi6f55I7PDjEyRPH2b9/P6mGekE9YZZY63Uiy7bAnn0hmq6BI4itr7/+Ojt37qTrgQf8l+eviFQQOt2Z0nYhdaZpkctm+ezYZ2zbtp22tjbBNfMBxIJ4WiyWKBQKvkeGgmCle3y6I0feY+PGDWx5YIvwj0ynxczsyU8ocO7sOd56+y0Ofe0QjzzyKKqikM3mGBsf48aN68TjCdavX08kEiGfz7uri044EnYH4qzfnq7r1NTUkC/kyWayTE5M0NDQwMGDB6lJ1AglAsOkVBaTQqXCmrejcGybYrFEbV0tuZwYWA0NDcLLUlVRELZ0oXDIz+iWymXMcsk9ilik02lqampwHIdiSQzEcDhMqVRCUWc7qifeK7bvijshCiAFjkM+nxek3rFxhkdGCIdCFd6WYuL03Lo8om8+n8c0TcKRMFOTk9y5cwc9FKJklCmXykQjEbeko7hWebMwRu9MaJqmyHFoKkNDQzQ2NHLp0iXSmbQPUrEdbwVV50gmetf0dm2Dg4Ok6lOcPXMWmFUG9CaBvv4+ZmZmMAyD8bExTp0+RW1NLWvWruWVV17hwP79HD58mLHRUfr6+/nnf/zHNDQ03DsQF6J1hHSd2to6kvX11CXr5v2bxSKXy1EoFGhsbCLVdO+N7xeJeIKGhgbaOzpYvgAwerFIp9PcvHmTrVu3Up9KVd0eRD1wRWcn6zZumPfzQi7H0Y8/oaO9gz945XusWu3yFh2HUrHIJx99TENjI9t37fSZIF7yRQFQFH/FKZWEPEZ9fT3JVEqsAufOsWbtGp57/vlZlE8lI2P2/+Hv8xwPlmZz+uQpent7+c7hw77UR2UoFa39Z3OfS1EUzp4+Q3pmhv0HDhCORmYnvsqJ8C48r1Jx5cGBAT54732ef/FFovEYSuV2tGIir3wWnyeowPTkJO+9e0R4dK5eVbGDqQjvOylz/Q4VRSGfy/H++++TSqbY/9ABdE2fZy8s7uX5NHph2zaFQoFfvv46HR0dbN+2bY6/YyQSoVgs8vrrr1MqlmhsbGTlypWsXLmSDRs2sGnzZjra2wFIxGI0NzdTKpWoqamZl5K2YKVTURTqGxqkTVh0XaOlpYVwVE4FLRIRMgSyWU/PyVdaF9SBXC4vmN0LxJF3j3DqzGleeuklOjsrzFzdbbOXaKnc9lRGPpfjnbd/SzaTJRqNMJNOUygUefnl79KyrI1MLovlnr0rr73U1EUkGhGrSzgklT0t5MXKrGmalJqeHgqRy+WIxqJyPD5HiG/peoia2trq769p5PN5UsnUvKvQ/SKVSmGZJsVCgdbWVsFIugsccPjwYXbt2kVHRwfNzc1znJxLpRLvvPMOlmWxadMm3n//fX71q19x+PDhe97nggMxHImwe9cu6lLJqr8AQGNjIw89/DDxakWP3FB1lW3bttE8z356KZFIJNixY4e8HKMCD+59kGVty+b9+M6tW7z7zjts3bKVZ5555t6O7kBDYyPJBd6fbVmcPnGS7suX+d73vsfKtWu403OLv/qrv+LIkSM899xz5PJ58oWC74pbbSTiCRobG6tu50VdMulveWUiFArR0tIiXRCPRMI0t7QQWaI5692hqCr1qXrqG6p3rPZi2bJlNDQ0LNiPVqxYcU/ixYtSqcTAwAAtLS08/vjjZLNZstns/FnThR4gn89z9epV6hvqWbduXVUzqmmY3Orp4c7t24TCIVavWk3n6lVLbg8iCbCis5PpqSk0Vb1HBft+USqVyOfzTE1OUisxm1qWRfvydlL1925r87kcP3ntNbK5HP/yT/+Uunn+JpaI8+C+vQtev/vSJX7xi1/w/AsvCDdcRaGjcwVdXV1cuHiRJ554wlfEky3krV6zho4VK6Rribv27PaTMDLR2trGM9/6lvRA0nSdxw8+LrUaAsRiMQ4ePHiPeHM18fjjj/uyGNVGXV0dP/jBDzAMA03TePbZZ4F7lQRgnoHouMyBS5cuoamaOLRX+QDp6Rl++9ZblEolorEYLZKr2tnTZ/j000959lvPsmr16vs3cCOXzfLukSPcuHGDcqnEd19+mfXr1y+5/cz0NJcuXOTixUsUCnkOPnGQbTt2+NnF944c4fSpMzx3+Dm2bN067zWy6QxH3n0HXQ/x9LPP3IO5PXv2HDdu3BSzqdvRQ+GwSCIoCvFYHD1AMX56cpJLFy9RX1/P5i0PVF2L7O/t4+jRT4iEI2zu2sy6DRuqWhkNw+DcmbP03Oph+bLl7D9wQEquIhZP0N/bR0tbK7Eqtre2bdPX28fU5CT5fI5Vq9ewvL36XENTUxOFQoHBgQGaW1pEaaeKqNxRLPb+7tnvTIxP8Ktf/YqBwQGePHSIB7ZuqXprYtkmtuPwrW9/mxdffJENG6sHPg8NDvLOO+9w8uTJqpWW9VCIjRs38sADD9DX18ftW7erau84DvX19ezas4v+gQF++Y+/JJPJAHDh8/P89H/8lH379/Hc4ecWhGEahsHZs+c49tkxv+ZYGaVSibpk3ZwBmp6Zoa+vl/b25SQbUoRDQvpRpqCvaRrXrl3jl7/85T0q4kuJvjt3GB0Z5datW/zkxz/h5rXrS27r2A6jwyMMDw5y+cJFfvGzn3Pn1q2qnwHg4vnz/Oi//qjq3zCbyfLr11/nzTff5O233ubatatV37tQKPDB+x/w05/8D65du/al8hL9gejtW7uvdHP16lXKpTL//b//d3771tt+7W6pMTw0TPflbt749a/5xc9/zo0qfkQQUoqfnztHfUM9sVis6hcQiUTYsGEDA/39aJrOmjVLX00BUu4qsmfPHjasXy8ynrbN2Ogor//yl9QkanjhhReoWyQbW1tXy6pVq/wa6d2xes0aknVJVwJQqHJ/dvRTctkcjz/2mA9YsCSA5wC1ySR1dXUMDQ1JIUu6tm7hj//5P+ell16ir7+PWz1LH0iKCo3NTXzjqac4fPh5Ghoa/DJFNTEyOMTFCxe5cOEC6emZqtoapkAlPfboo/yTH/xTtmzZUtUO3zQMfvPmm3z44YesW7+e3bv3SCcOlxL68WPHMUyDaCTCqlWruHP7Dk1NLXz969/g00+P8t7777Fx40ZWzdOZjXKZ8dExstmsK9wKnatW0rmykz/8oz9keGiIt956i3w+z/+xaeM9yAbbsink88xMT6NpOvGaBImaBGfOnGZ4eJgN6zdw7eq1BfGqHgLFNAws20ZVVeKxGKqmUSoWsSyhb3ry5EnWrlt3T3vHES/cE3lSVU0Ui91VKp/PMzY+zt59+0gkavj1r37ChQsX+NN/9aesWSe0Xk3TFPVVRXHl2VU0XXeL6zU4jqd1Ove7P7hvLxfOn+foJ58Qj8e4c6eXTz/9lMcff5wt27Zhlg2BBjJN8d2q3JUIo9iSC9KoPtGTdCeZ0ZERGhsbqW+sJuEhfFMG+vv5zVu/IZvLUl9fXcLEKJe5cuUKyVSS9evXCbSOaYn3sIQNQiFfoL+/H9uyWLFqJY899lhVJJLx8XFOnzpNXV0d4+NjXL9+jc1dXdLnxfuFfuXqFfL5PE2NjSxbvpyamhoaGuppbmpi3759TE9NL4gXzWWyfPzRR3R3d6PpOu3L23kq/hTLOtrZ99ABALK5HDdv3LinreM49N25w9tvv83g4CAO0N7ezkMPPUT35W4uXDjPzZs9XLlyhcGBQboeeOCea/T09PDRhx8yPDxMsViivj7FwYMH2bFzJ/FEgldefRVd1zl96jQvvvDiPbJ++VyOd995hxs3bpBJpwmFwuzes5tDXztEOBLhzKnTbN60iccfe4zhoSE+eP8DNm3axP4D+1FUlVKxyEe/+5Dzn59HURUSiQTty9s59I2vE4vHiMZihCOReTmZtbW1vPLqq/zugw84efIUra2tvPDC82zs6vJ1OcPhkK+6XW14YsNBcJblcpkTJ07w5JNPsn3njqrb19UlWb16Fe+99z5vv/UW//Sf/bMlqw0c/fhjbt7sYdfOnZyLxYSyu6YueTA1tzTz8ssv03OrhxPHTzA0OMQP/+w/LJlkPTA4iGEYbNy0kXw+z49+9CP+8I/+iN27dy/tAaoM/YUXXsA0TXRdp7a2lqGOQS5dusiNmzcxymVXcXn+WSBZn+KbzzzNo48/juPYRGMxkqkUuUyWyclJYrEoIV2jvaPjnllZURSWd7Tz3POHKeQLaLpGNBqjrq6O1tYWnjz0JCeOH6e7+zJ1dfNnzTo6Onj2W9+iXC77qJlkXR35fIF0eoZoJEokEqazc8W86f9YPMZjjz/G7j17MFykSrI+hR4K8fnZc/T397N12zaGhob467/+awzD4NVXX6XGBTiEw2G6urpobGoiGokQjcWIx+PCfcjFtoof3q0a3xUtba089/xhyuUy8URizhZWDemEIxFCobAUaNtBDEbLsqRqqUa5zKcffUwiHufBBx8kHKq+nlxbV8sLL32XgYEBrl+/zkLvYb4YHxMr0ujICBcvXWLlqlV0bdniY47vF5FIhP0PP8Te/ftp71jBe+++y9TEJI1LVEuYmZ4mEomwY+dOWlpauH7tOteuXmXb1q1VZ/CXEvrdqf2169ez9sYNuru7UVWVPQ/uWfDhFVUlmUr52xgQW6Ljxz7jvSPv09W1mbVr17Fuw/wZy1A4TNuye+t00VgbLW1tjI6M0tLcQjqdnrd9NBq9Z99eKhY5f/48nx79lKbGJkLhEM9+61vzrkqqqtLQ2EjDXbW2Wzd7eOONN5iZnuby5ctcvHSJdDrNv/nX/5qurVvmfP/2zhW0d95bR8qlM0xNTZHP5cX3aGud9ztEolEi85w9bFOwXlRVTjenmM8zNTWFpmn03ell0wNdVbU/9ulnHDkiUC2nT58mmUyy+8E9S+qEjm1z59ZtJiYmqKuro6WllaamZldWcWmTytefeoq9+/Zx69Ytrl27RmPjwrW8+SKbyZDJZAiFQhTyeTo6OuYION8vlrUtQ0FhsH+A5uZmUqkUy5ctD0QrWyzu6Z31qRSHDx/23Z5i8VhVUgOqqrLvwAG2bNlGojZBLB6X1lzZtn0b/7HjP84Z6PeLSDTK5q4uIpEIjY2NYrWq8pDd2tbK1w4dIpfPc+L4cfK5HM8/f5inn31mydewLYu1a9eyfHk7i2UJTFPQlO5esW1LnH89EaxqwzBMmpqb2bJla9W6nrZlkc/l0HSdnp4eIpEIDz/88JKz50bZ4PSpU5w7d45Nmzfx4IMPsmbdWrQqUv/JVJJkKsnw8DDt7e3C+Ialz0kXz1/go48+orOzk2QqxdNPP11V9n/N2jV0bXmA69evUygUqKutpeuBri/NPVhxFkjJ2ZbFlStX6ezspKa2ercb27QYHR6mraNd+uFuXL1GfUPDkrcTd0d6Zoa6pAQyyHE4efwEV65e4fix45TLZf7yL/+SjpWdS7+EZTM6NEyyPkV0AVsvo1Tmo48+IpVMsnPP7nsmrD/74Q9Zu2Yt//7P/kP13wFxhs+kM7S1z48OWiyMchnHttH1EKZlVm2bUCwUKBVLRCMRIgEK6uVCifGxMaKxKA1NjUsGF0xPTdPf20tTUxOp+hRRCYidYRgM9veDA6mGeuqSyS/M6+Lu0L0RL2pdLiBZUcjlcnzyySc8+OBe6lMpFFVBD4VceTtHmGAianYqAomih0KCD6co9Pf1c+7sOfbv309dKumyKsRNZ8G9QmXLo+KAkM+zHZtcRmQ7123YwMpCgXKp5NJu3BXCex8ultM3VnWfP5/P88H7H7B9xw7Wrlsr3Idc5yEQmjqeypttCY5gNBpDURWuXu7mP/+f/5nPPjuGaVl8/5VXSNXXY7m0r8qSgve+KjlxqqpSLBa53H2ZpuZmNm7eJNTI7trWGabBhfPnicVibN2+ze/slrst1fSQoJmVy+hVnkts02R8bIyJ8QmpgRgKh5mZmqJUnKZlWVvV7aOxGA5w/dp1tmyf33FsKTE6OiIFc0vVp0jVp8hMzwgsr8RADIVCRKNRYvG43IReRegDAwPMzMy4fvGCjuRRaYaHhxkbG3Vl021fPsMj2SqIQ7FnPKrrOuFwGEVVmZycZHp6iuHhIdJZsVd3bMcl8JZdPqKoD1ayAIRnhOArDgwOCiaCYTA6Mort2OL6HtLelWwMh8M+qVh10fGGYXDhwgVBsC3kMQzhgeBRf0zLFH6CLjDYME0S8TiKovDJJ59w5swZMm5Zpre3lxvXRS00l8uRy2Z9tL9ZNnBw/AylY9tEozHyhTwnT55kxYoVjI+Pg+Owa88ekhVwuHAkwuo1a+jv6/PlHG739PDh7z6kXCrTd+c2xXye//HaT6itq/NNWHXXwsxnPzizdnaqKqzWMuk0Q0NDjI+N4yDoTIJPOYv0cDxisdveNMpYtoPmUpUuX7pEvpBn187dhCNh8rmcIB+7W0xP4MuzNtN012FYVcWOYGyUk8dP8NQzzxCLRYmE3VXVTQQ7diUNSpR9QrourB5UlWw2xycff8yWrVtZs2YNpmun5k+m1qw9usdOMU0LwzBQVYVy2eD6tWsUi0W279hBPBH3/TG9Hle5H/RKUN6/RyNR3n33XZa1LWPHzh2EwhFs28Ioi61+JBIRrtgBHIn9gXjw4MF5P5iemiKbzbB9+3bWb5ifBrRYTIyNEQ6FOHDgALWp5JwthV3hb2hZ5j1Fa9MwKZdKJBIJNmzYQHtHBwXXk051z6vi78WpQVVdf8SSyHyapilQKv0DbN68ic6VK33me0gXPn2mKyGhqSqGaWIahq/q3NTURCqZolAoYtsWK1asoK6uTmSXQyESNQkUVUxYJbeN6v64juMQjoSJ5qIkk0nqG+qpb2jAKJfFIl5x0NE0jeamJnrv3PH1W8VKrQr/P9shHBa8RdOyRF3QNNEq7LCdyoHoDkbvXdq2IEobpsnM9AyFQoFoNIqqqZTLBrZp+oPI84jwfotYLCYsyMoGMzPT4DhMTEyiaSqRaMz/rt779ibiWDTqmqJCJp0hk80yMT6Oqigu6Zs5dCKvvOJxDL2dj67plMol+vr6qK2tRVMU351K0zT/d7M9sIf7PjxCtpcX6OnpQVVVUrdv+5xMQfcSA9eplIpRFH+S13WdVDLF7Z7bgoGiCiv2UqlEsVDAdhwaGxvp6uqieYFEXDWxiAmNHuhgaloW+UJBbLfu2lermgqaigaEFrH7ikQihMNhovEY0aWcMyoSwImaBJ0rOti+fQe1VfIpuy9fpqmpic1dXezYvp1vP/ccK1etvH/DiigXSxhlg2QqiVEuc/XqVS5duoTjOOzYuZMHtm4h5NKEcrmc3xnWrFvrgwW6u7tZt3Yd3/v+q1Xd24ub164zMDDAfremW22cO3OWXDbL/gP70UIhIYeiKFB5lnVXVM8KvfK3HujrJxqJ8vQzz4gJwFVR8GQ9HMfBNzd1CbkesdezLjcMgwe6uli3YYMv8akpKoomVl3bncC8CUiYkwrX61KpTCKRoKamhu07dqCoigCAWJZrqDp7RJo9Njlid6JASAsxPDJMS0sz6zdtxLEdLNvCMi0sWwiTVdu3FooFB2IopKNrujvTy4Vt2SiS4rSO41DM56UFhm1X/KpakO6JY8f4n//zf7L/wAH2PbiX7bt20thUPZXItITFcxIBNVvp6uYA1Dc0oGsatmUxNjZGIZ+fV2msWCiSz+ekGRCeCYztoo6qDc87w6ULz5+6FyIy8wpEqZpY2aOxqF8+UirgzfcSfNVPAAAgAElEQVS0UJQ5E26itobmpibBi3XPiHGWTqszDIN4PE5rS6tI9EhES0sLy5Yvp72jQ6r9UmPRukRQUy9RTLZAghJo2zbFclkeaOsjOJb+HYYGB/n5z35OKBTiuy+9xNjYGOn0jNRA9LZ7qVSKtRvWs7HrXntnwzCETkw4dM9zFnI5CqWCK7Zli2RXlVEulchkMlJYVRCllbJRRtb2wNPBMU1LSvHddieSgqSKmlEqMzkxKUUK9mJsbEyahlVNLDhNKm79Sj5d686Rkp1AsR3pDlQZS72CUS7z7m/fYWBggBdffJG169cxNj5ONpuVu7Fyf39Gw5VYWLN27T3vybGdCpU5+fcQBOLmbdlke4DjzC8dWE14Z1+pUDw7b/n7m4YZzFZuibHgNOWAK80nXzfxBX5k2roA6qCuvUttf+VyN2+88Qa7du3im08/jaKqZFxRINl7q/cRSI4m4gIk4DhuAmQ2IpEI0WjUFbOSe4fhAJbVIIi5ITcLKhOqq6gmbzarCv8MyVyFUHQLSe0mvNB17ffrGOzhE+VnQwfLtufl4i0lbNtxRY4lH8B2s4Dm/Wez4aFh/uZv/oba2lq++wcvE41F/SxrIMdht+a4UKiquiB2UtU0cUZz5JW+g/hTwmx5QX5Vc9xMrlx7x1Uat2WPJ3j6WvIvQWRVA+wqlhgL9jI78NbQERktyWsIx98ALkJeouE+18il07z2d3/HzZ4efvCDH1TQpUQKO4hRqmVb8p3ILcnIys2DJyYcoL2bhZTtB/5kLNnedmxfj1buAcQWP0gvDjYRLT0WHIiaFmxbCO4pUfIanhOSvM+oKO4vtq0QAPXj/O6DD3j+8GEeefyxuddw9VJ/H1Epayj7M8jayvntFWVWEfz3GF/+MFg4vixI292xyEAUEvGyM7Ko68hvSxTVHUiyJjiKiqIuniwZGxnlt7/9Les3bODw4cN31U3dQRwoU4H0RIQ7kQQx4vHOV9LpNlWc0YKe04O0DTQZKgJpFCDNIcxqv4Iz4qJbU8MoS2+thMS+QKzIhG3bmHaAicCx8WTh572+ZfPR7z5kYHCQ559/fl5XXz0Ukt6aOo7jnm8CnC+UoKuB4xq4SE5mqpiMgiwKQbZ1okQpv6vCax9gRVfuk/n+omLh8gXMW6RdcrhJBl2yIyuqKvzjAzzCYj/i52fO8Mabb7Br5072P/TQPH8hcLHSHclxt7bSK6qXbHGkR6Nt2Ziu2Y9MiMKJI3/MdPGksuGXP4Kc0QIORFVTAlUOlnyfhT5QVMXX95cKRehKRuKS/oSaRiwWlYbZKS4jY74veK37Cn/11/830WiUl15+ed4Uv+M4wqhU0htP0VQB0ZO0nTbKwmhmFlNbfZiGSalYlF5VHXsWXSPV3nF8rwiZsG3bvXeArKfjAPKTgaqov9/yhWGY6CFdWhZA00QNslQqEa8SVeHYDuViae5qYNlQBVxOoOTL5HO5OXy4YqHIT3/6U/r7+/mL/+0v6FwAQ+qpa8tC/BTwnaPmC9MwuHWzhzPnzmKWDQ4ePDiH6e+5JQlQttzuzLZt6R0JiITdvH4RSw1VYJalt3YuGyjIb6DrOnoQ+3T1XtL2lxF6X18fZRdKlsvlCLu2XDdu3OTq1at0rlyJiuK+kNksnGUJJ1nfGsuZ5TKWy2UGB/pJz8zQf6eXumSSkKt5oqj4P4xnpuKdBXQ9RDQWxSiWmZqa9JHupVwewzCIRmOo4aV1LMu0KJXLTE9Pk2xs8I1fThw7xoULFzj8ncM88sgjC87Wlm2RrEu6LIjqZlTPMq7SNs37716MDA/z6Wef4tgOx48fp1Ao8C/+1b/034sa0om4XE+fsuGIfy6WAKu8h4NDIhGX3tXouoama9JHFBUVTVOlB6Lps0HkVjSxIttLNpud9xpfUc5Wn5ycpFgs4tg22ZwAGE9PT9Pf38/ExARDg4PksznhGuvMzvKmafi0GY864w0oB5ianOLOndvU1dUJ/zlN/KCmZWK4A79yIHoojHg8jmlaZLMZuru7yeXz9Ny8yfjEBJqmEY8J6Q0Hr86pgCJs1sou1UjTdRwHjh0/zvjEBKtXr0YBBgeHOPrpURLxOA319Xx29FP6Bwd8HmWpVMY0DeG3Z1pcuHiBwaEhui9dxnJNWf3BZc/WORVV0Km87xOPxSiWShw/doyenh7Wr19PfX0927Zv97lrDY1NPPHkk9QnUyQSCa5cuYJj20yMT/Dp0aNCqXqgn2KxyHvvHqHs8j91XRcZabdG6HcTN8saiUYJhwSh+MqVK6TTaVatWS0s1IolHBx0TXdty2ZXGkURq1fE5XaiKFy/foOZmRkaXQ8PwzB9dTiPiziX3ia2sLW1NSiqRu/t2/T19XPn1m1a2tpQFPzkle2KWpluG+9ZhGlOmFg8zsToGGNjY2QyWUpFIQ1plMsiiVRBOxO6s6LmqrpHKlVVyWYyFPI5xicmXJU+8e49oIOqVmRlHXAUr+Q2C8YoFUsUC0UK+QKKqvgEc00TFoLVkgoWHIibN2/2Z3xv9laATZs3o6DQ9cADtLe3+1w38aO5xFzfvfYuey3LZnh4mLq6Wnbt2k1dqs590Yqv8zn3/O3guRx51y5kcyQSCdZv2EBTSzNlN/uqui/OqWgK+Nf1VuVioYBpltm+fSctbS1kZzJ8duwY2UyGf/Nv/y07du3Ctm02FbtEJ3aVAbzBXSoUKRYLbN68mQ2bNvnse4/QSuVAdO8pCuAWmqaTyaTJpNMsW7aMjRs3+sJHYsurEIvH6Fy50uX+xWlra8M0TeKJBCtWrGB6ehpVUUg11NPU1MT01JQgq8Zic/z9xO7d8SF14VAI23EYGR72uZKlYklsMR2HTCYjbMXCERRNuDPjchE9gxRPUKy7u5t8Pk9DQwM1NTVCv1YVjtK2Y7tk8ooV2P3+jm1TKJUYHRllcHCQTz75hEQigaKo2JaJg5BqLBaLlIolbNvyyySGaRKLRmlsbGRoaIjPPvsM0zQZGRlhamqKyclJf9L2+JCAvyBEIhESNTXEYzHGx8f54IP3SaXquX3rFrFoFAfBjLFNkciy7NkzrOq+Q0VRsFxy+cmTJ+no6KD78mUs2yKfy1MqlYjF4yxfvpxNmzYJOZm62kClGj28wBkw5K5O8XicmprqNWssHOK3brG8fTlhCRMSI1FDY2Mjzc3N1Es4GuWzOWpramlqaaa5pYWb129w9epVnjh0iEcff/z++EPHoampmabmZlpaq/fuyGdT9Pb20tjQSLlUor+vz105NTpXdvryE/13eunuvsyhQ4cEtjMcZuee3UyOTxBzPSK7tjzgdxBN1SoymRVnaKViQrCFcHPTxUtMT08L7qOu+53Ldln4lRhSx3FEcsgWTA9FUYjFYuTzeR7ct5dIJIJpWijK4rVBb3BYpsXo6CjLli/jsccfdxNiYiL2HnvWz9Bj3YtttzcgpienSCWT7Ni1mxWdHZim5aNsZu3DHf++juNJrwjJlMnxCTRdo315O9t37HAJ1d7fMu/RwQNQ2Lb4HjU1cTpWdNLVJVTwLMv2J46Iu3LHYrHAhf8FD1zFQoFsLivtL2iZFqVSCdlqqgdtks24CT5gCRyHOz23+PnPfsaa1Wv4znPfWRoI2O3gssh7zyY6FApRKpWZnJrCdFeLVH2KlmVtTE9Ncf78eR577DF27Nw55yyVSiWJx2Ik4vF7hJvmZ//NhqppJGpriUaimC6jH3f7vBgd6W65Qi9jnYgnpOQgCsUilmnR0NgoBbxOJpNcvXKVurraqpT8vAiHw7S1trJ27VqWSRjQAKRSDTQ2NrG8XV4EbSmx4K8iZmB5VIeYoeVTvwLNEKAGpAhHpXwux2uvvcbo2Bj/6T/95dIJngGgZSCytvl8Hj2ss3HTZtZt2uDPvLqu09/by09/8lPGJ8Y5cOAAxz77jAe2bKnQtBH1q1CAjJ8eEl72smU4rwQk+xN4ZrHyED1N6NcEQRapGkoApQnbsaUXg2piYYibHkLX5OFFXgJGOtwTtGxBXVMFe+Ho0aNcvnSZJ598kg2bq3Gl8moGcm/A15FxHFRNnKvC4TDhcBhVVUnPpDFMg0KpyIe/+x3Hjx+f84N7YAJZhQOgQp8lAHsiIPDfl56QaW3bmGVDHvQNlMplSpLEYhDkYlOyllxNLGzd7b7AQOj/AFhTkZ0S6BaZUFWFwaFBPvn4Y9avX8c3n35K4iHki+le8mShHUHX1i2+argQhbKIVeifKuIwE7iYHI1EpXc1ju3Mk1ir5gIC5ifP3hAJFdOSLz/Ytu1nZuWe4YshqN8vFvyVDdPEduxAfERb0lIMRPcP8iMaZYMr3VeYnJri69/4RtV7/KDsckVx62dLeIHhSGTOIATx/W1XlEk2HMcmHJIv6Psqa9I0JsdVeJOtA3rIniAwOUdAhCRDfimpLhYciKViEU9WTiYcxxGDWXJ/bTm29Ezo2A6fHj1KX18fL774Inv375O5SkDEtVvjkpzKbMvdEQTohJbtSPkS+s/g2C45OcBAkG7pTUZ2oPv/fklUS48FB6Jpmigogc55lmXhSHYkJwAp9lZPD3/7t39Lx4oO/uDVV6qWi/9CQ3JbaLlaLdKJAkcUzU3TDETO9urF0hEAtD5bJP493f4rjIVHma/3Ip86dAII/ygoaFVoznhhlMu8+cYblEol9uzZQ0za5VVxSy8BxLMUBUV2ENhiJZCXiaiA2EleAfkj8hcT/38YQV9QLDgQPUn7IEwoQc6VB/xWI/7kxYljx7l69SoHDx6kra2NUrF6/3gQC1kgGpgbspsqxfXlCFRDISC3XhElFGkaUCXcSur+LqQywK5MILECtv8KWPoL06DcZIU8n0wRCliBkOvVvYCZqWne+s1b1NfX88yzz+I4jgAVSN1acc1x5Jp7K5Ls+1NVUQOTViDzsrYBGO6qiwQKwp7woItyzRXfXEg2VFUNxif8fUtlxOJxdF2XPqcpqgAgy1JQFDEdLnlFnRqf4K/+z/+LgcEBvvGNb9DS2kKpVEIP8iMqaqDM6ZLaLvAnmqr6AGbZUDXNfX+SBXF3MpIuf/iZc6nm4GuMy4dDkMUEFxL45Rf0F64jqopvLiITc8w+JMIBLMNYMsTu+PHjnDx1kqeeeoqHH32UbDbjI+Zlw0P2y4SH3l8oa2mZFlPj4wwODVEoFFi7bh1NLc2z93ZB5rLFcO8ZPH8JmXD8XVFQwQ65sD2plIBSGR5TR+a3rMSifpmh37p1i1KphGma5DJZHAXqamsZGR3l6tVrJOIJ0jMzOI7IpArLLg1s8YK0CnEh70xnWSaDA4NcuXKF1tZWUvX1rj21454bxd8LKg8unUd8FtJ1TMtkanKK3r5e6lJJLNtyhX5ntyqqKqhY0Vic69eu8aMf/Yiuri727t3L5OQkA319jI2P0dNzi5WrVlEuC/0dzw1JcCy87ZtAb9outtXBoZAvCLu2skE+mxUEV/fMpnjUQLytj+rSBUWKTpidmORyuQVRHaVigRMnTjA8MsKZM2d45NFH+d6rr/ifF/MFLNsRFnCSUSoUXFCALERMEagWyY4YCUeoq6sjIqlS4CnNy25NVVUVRjG1ddITal1dXdWO0zKh37hxg3FXWn7Kpdq0NDczMTHJnTt3cGyb7ivdopzhCK6fpml4tHGP+6UgtnKaJs41kxOTnD9/HtuySaVSxOLCyssjuNqueK1XJ4tGwkSiMWLRKMVSkYmJSc6f/5xMJktfbx+ZbEZ4yrtE00goLOBTjsPRo0eZmppiw4YNzMzMcPP99xkbG6O7uxthmtpHPp+nWCzO8XPUNI1wKIweEt9JQeArLcsiPTPD5+fPY9k2E+Pj6J6IkEcBc2ZtyXzqjAtgiEaj5PN5bty44bsghcNhVq9aTbxOMFkikSiPP/mE8G8sFkm5oObMTJprV68yNTUlrOX6+vj87Dk0XXPtyLRZ/GPF+PCZAy4rwTQMLnd3k8lkuHz58pzn8/6+ojXgzf42Cgp6SOfa1WtMT0/T1NRELBEX/oqKiqqLdzU7Gc3aC3iZdlVVmBifYGR0lBs3bvj3UVXVJZN72rmuCLW7DdZUFVVRhJtYJktfXx/1qRSRSNjHvgrnKHwKnpgZxR08tylN18hms4yPT1BfP05jY4NfCdA0bQ6h/e6tZyUm2LQs3+pNGPXOZXoEOTpUhn7o0KE5HUu8WJWhwSGWLWtj3779dKzomP25vB/QY/RSufNR/P8xOjzC6o9Xc+hrh6hNJf1Z2aO/zCG1OnMpKI7jMDk2QUdHO5s3b6ZjxQoKhQIl1+DUtm3isSg1iRp++vd/z+joKH/yJ/+Chx95lHA4QrGYZ2hgENM02b9vH8va24WpTbGIYZQF5MmZzcipmupvoUVHcpiZTnPr1m0aGuppam6qYNyI7aLjEUdLJUEaVlRU1fH99oRnosr09DTj4+PUJutQKxIvWkgnHqrh3bfe5uSpUzy4dy8A+Xyemz09TE5MUCwUyOdyXLxwAT0UIhqNEAqFsEwL0zC9F+dPIJorn+jYNul0mtu3b5OeSXPl0mWRuCqX/bqi6oG5bc/c1KFsGDi2AHGEwjpXr14VbrvRKNFolEw6g67rRGNRtxuInYSuaYTCYbHTcDuoZVlMTExw7coVUskk0WjUXeEEy8NxUTfFojBQ1dxrCAcy4YWYTae5eOEClmky5fIzve/pPa/lWsU5Dv7OybZtIpEI2VyW06dPMzQ4wMjIsHC1dm0EwpGITxmrxLJa7v9WFcEZvXz5MoODg+TyeeLxuP+bO45YYFavXkNTY2NgpTd9oQuomopt2z5QudoQs4VGsj4l5QTU0NTA8uXLaW5pIV5bQ7z2Xk5kz/UbnDh5ki1btvDNp56mLjVrr5xI1DA4NMSmri7iNUu38vLCsR3GRkfZ2LWJ1WvWVN3eMkyxksRiaJpGb38fn372Kcm6Opqammlb1kYoHEZRFZqbm/joow/ZsH49rcvaePl7f8C0u6PYv38/r/yT71f9Q5eLJS5duMDIyChPfu0Q4WgFqKFiEr37OytuphPH4cSx46TTaR7cu5faZB2OP+HMA93zIYFicrAMk54bN2lI1XPo618j1VCPZ8vu2I4vpe+t0qquoSqaT9S1TJNsNoui63Rt2sSadeuEO1Wp7E/WnlGp4k6ojmNTLJUoFktoukY+lyedydDS3MLKlUKbSA+FcGx7Duqr8hzooYm8XUx9Q4r6VD11dXWEw2Fsy0J3begjkegXhkVd2B9R1wmHwtLJDkUR9s/ScutugmAh9kFmJs3f//3fk8/leP6FF+YMQnF/r6/IA45z+Zx0+cMwDGZcE5tMOs3V69eIhCM0tzSjazrNTU1EolG+/s1vsmrVav6f//JfKBQK1NlJv2N5eF+Z2VaoxykYpnFvCWSBn3TOb+1u2yzL8hkjLPYcPmFYXEMPh6hL1RFPxKmtq/Wz3yoaaGJHsNCE4EUylWJZWyvNra3UN1ZvrVYsFkmnZ+js7GTjpk1VtwcYHxtneXs7W7dskWq/1FjYDcrNMklnPR2bcrkknfWzbbEFmA9raZTKvPGrX3P92jVefvlltm3fPs8VZgWcZEJRVUzTxFyCic18YZgGY6OjrN+4kSe+dognDh3yt1aKqjI8NMTxE8dpaW7lzu3bbNy4kfrGBr/DRqIRXztFNnzmiizMzrKEBpBsCUhVsSwbdSElufs8lmkaZDNZCvm81O1Nw3RNYOXf4fj4OLV1X4wr8GKx8J6x4swmE8JAxJJu72Vp5wP8XrxwgV/8wy/Ys2cP33zqqXlBAx5DXnbvrigKsWhUOuPoocOikQj6PAJD6Zk0586cpaGxkXXr1rFj5w4ikdnsnKbphPWQNHHAtsUZKohkvulu0aTblw2mp6cxjTJhTS7zaFm2NHBdVYUGTrFUki5fiLxEWer+1cTCA9FNpshufx3Hy2DJhW3b7oo4d0UaGxnlH//xH6lJJHjm2Wfnnn3uiqBYWTUAO90jRi+0mqxas5rvff/7KIqwh77bA1BRcP0h5e4vrhEMtK8oCpour0vq2Q7InqDEeVSR9lf0Xp5j29KTiZuhlGtbRSxqVCoGUgB2t2RLELqphmHM2Zo6ts3Rjz/h8qXLHH7+MF0PdN3nEYIdpIMVspVF4VXhSJhly5ctfG/3fCb9/IpITKgBAA1eSSeI2no4Ggkgl6IIs1VJyUJFUQiHwkQkRbIBYpGoVLKy2lhkRfwCGCwB0Pv+alLRj27d7OE3b/2Gbdu2cvDJJ+6jQu6RagMqDMhC/BQPcCxPgzICeAN65aAgCT1VfIkAskGePGGAZ3BV2WRDUeVdqwFfEe7LjoVB317W8fdERVFVDV3T8SyxZqam+du/+zvyhQKvvPoqHStWLNregUDwMJhFysiF4p9TZUIAHhaGyN03xAsItiO451+qv4LiyO+MvGJ9kIHgqwxIxpza+ZcYCw5EVVGDnVHU+3vILxa2ZYkfwa1B/ubNNzl18iTffem7rNuwYYlXUQjibRfk+SseQa6ZorgGKPJnG0UN0B5mNfQkryGQPgEk+1UVTQnmYe+rEf4vHou4QakogV2DA6xIijhHKTjcuHadt99+m23btvG1rx9acm1TVniq4hHkNXtwfOyq1L3dlSBIsiWo/bmnmxMkgnBaPeBAMN2eYM9vuVq0X3Z8MUC5ecJxVaVlM6fhcJhEIsHQwCD/8A//QCwW4/vf/z4JVw7+fmG7AsdBpPgMw5AWGLZtm0KhQLkkl/r2jFqlxbdsh3KpTLlUlr6GaXo+JaYUOsr2+oBkR3ZwsGwrkAqbbdvSZrlAoHN6NbHg2/X21tJ8RIIdkov5AkNDQ1y/dp2LFy7ynee+I42OkI5ACsMBoU8+XEyy/ZyVRLIW6hKbZbPH3l3l5RgrPRLlIyjD/qtIkyw4EC3LxDIt6X4QCukk4gmplzA8MMivf/1r3j3yLkODQ3zn29/m6Weerkr2XdM0YtGYwAVKRigUkgcEqEJu/37ofMe26blxk8amRlINszAu1VU6D6LC5gGp5UEVjvtPeZUBAfYOMBACoKNwxDu420qgmgiHQvJ1zCpC7+7upui6BpkuEiMej9PX28u169dpbWsjPZMWDjquHdUsjUglGomiaQLKhEvANE2LocFBBgb66e/to7a2llAohOPYwsTDsnxrrUriprcAfPjhh/y///Vv6Ll1i1QySUNjI7qmk5lJUygW0FSVUCgsvPdc6pVl25imgaqoWLbN2NgoIyPDTIxPsCwSwbFcMG9Id9nvHnN9dr5zKv6LWTbIZDJYhuVTvjz2heP9023nJzTc/6Cos9DAQqGw6A9w4/p1/vZv/44nn3iCJw49KQDTpkkun0N36UYyoaoq8XicdDoteQVBA7JcULVM2K4TleyKUi6XyBcK8nInjrDrMwIodXt9/csOfWpqyvfNK5VKaKpKuVRiamqKTCbNzPQ0OA75Ql7Ye7k0EsclnHqUlkpJAcexGR4e4cbNm5w+dYp4IiGsvFyKiWmY4Ah1MU820ENxRCMRjh0/wfDQMLomShinT5+mpaWFUCjE1OQkoXCYkK77CHpVUYXvomEQDoUJhUOUDYMLFy5SX99AXbKOfC4n+IjRqPCTUOZuWbwCuoKCbVtkczk+OXqUdDrNrZ6bvuWbZYkzi3eId/CYJjqqS3quqamhUChw6tQpJiYmyGQy4MDeA/uIxmbdi23L4sypM9y4fp1HHn4YFIVrV67y8UcfoWka4+Pj9Pb2cfLYcSYnJ1EU4eehaqrw8vMGv09HEzxAB+GM3H35MrlcjubmZv/MqWv6PVo8YjJTfUpT2IXl9fb1kc1kWLduHaqmUS6V0EMhQiG9whtl9jqCuCEmOcu2GB0ZYXJygpnJKRK1NSiq6gsWezVacX4UXERVETZxoZBOKBwhl835PFLbMIVjtDP7hT25SdXz1/C4opaNqmtYjo1RFnhVo1yu+pzr1UEXU6r4ooSl9AcffNC/oPeSVFVlxYoVhMNhduzYQVNzM6ZpYJqmSKlrlbOEWEM8vz4AHBgcHEBVFB7ctxc9FBZGnszqZHoZPe+eXqo7Golw+coVEokEelmntbWVhx9+mO07d6KpKqVS0S/weuaVHhnWsiyX9KmRzxcYHhpi4+ZN1NTUUC4LDwNPQ8eyLDxfQcDvFB7vsJDLkU6n2bh5M40NDVimKbh+nkyhJag6grumEgqHXNsvQUqdmpikoaGBZcuX07ZsGbZpEgnPbpGK+QJ9vb2EQiExybjPVVtbQ2trK9lcjmKpJFyTi0VyuZxPaMWYpe7YluWf41WX9OogVuLp6WlUVaVYLDI2NsbMzAyRiOA0qn6hWHHLVLO/T7FYJBqNcqunh2w2y7lz50TyqVhEd41hALBnjUo9R2ZV09BDISzTpLevjzNnz/qgaV3XsS3bzSh7cpG2QAHpYqdiWRahUIhILIZlmpw9c4ZMOkNvby+WKfwMfWdqw3BpSbprVqMKiX7TIBaLky/kOX7sOJ2dnQwMDGCYhlhEbMf/HS3bEZ6Nbte1bKEFG4vFaG9v5+zZszQ2NmIYBlNTU2IRccdeLBZj/fr1bN68OfCA1BeCDyUSCaLRKJFohPhdcvBLiVK5RG1tLZ0rV1a1tclmMkxOTNDR0cHKzk6+/o1v8PTTT1GbTN6/cUVk0hluXL/OuvXrqFliprUyHMsml8+zft06OjoXBw/MF9l0homJCTZs3EhtTQ0jIyNcOH+e+vp6mpubuXXrFseOHaOrq0vIPpaFhdyy9naeXbacqalJfvPWb2hvb2ffgQPih1bEYJsttLsd2nPdVcVkhgOGWaa2tpZSqcTOXbtcyKCQOlG0yi3vLBnbNAxMy8K2HXRXEsU0Tfbt348e0kXOwO1wlmmKjLLDLEEAMSD1UAjTNKmprcWyLB599FExSbkTpqMwSwyvUAy4xwK+VBaT4YaNrF67RrBhDMMHSngqearr9TR3s/oAABqSSURBVKiAaxZro4d0suks01PTNDQ0sGXLA2ISVoSKumVbvrmpsK6f3c0JcrNGTW2C1pZWli1fxqpVq2hqanIlW2Yt62tqar6QVXHBtdo0LQqFgnTq1rLEDGqa5n2gaLNhlMq89nc/5uqVq/zhD/6QltZmdu7aVfUgBEGhKZVKAWhQCuVymUJx8TPewhdAJCoQzrsnT56kVCrR3t7Opk2b6O3t5eSJE5RLJc6dO4eqqjz66KPUJOtQVIVEooZwOExtTY3LLVwgFshfhZwQqVSK6elpwtEIilI9+6G+vh6AlrbWqtuCKH9k0mnWrl8nlYF2LJvrV6+xavUqOletrLp9uViif6CfpuYmNm7eXHV7HIdLFy/R2dnJ2rVrq29fRSxcvnBEDciSlMy3Has6FTgHzpw5w3vvvceBhw7wzW9+gxs3bkjjDE3DpFAoCGkImVAUcjlxRpGJYrHExMQEa9et46FHHmH7zh1YpoWmiURT1wNdPPrYo0xNTnHx0iVampuJJWaVBCzTFGedAMyHUrnsW3XLALdL5bJYJcuGlFGpqqkYholpmFLtDcPAMOVt2SxHrJg1ieoVGgB/pf9KsqYLfeCBrmXR+wrVYQQH+/v5+5/+lObmZl56+bvU1NVKF9MBNF0jFDD1HKR84b03BYjGokTnsS+vb2xkdHQMVVWpq6ub874UVdh0y4d39gsi8BvQ45LgyBZvuyt9f0QZJcgFvpKs6YIfaJrbESUpMB7yfgndwCiXOXLkCDdv3OTP/vzPWdHZyfSkezCWJoWqrl6MPHgoFo1KU3B0XSfsZooXi82bN/O//8VfUOtuSb3Q1GAK1yhiRdJDIWlggnd/WbV2oZAmP5n6tgMBwrZt+V0RrpjU7xPiNiuKI685sxDDfu6N4LNPPuWjDz/i29/+Ng89/BAwmwGUl3tXAql8AyiaPOBYUVQct9yxWMQScVasXjXPJ06wTuS4fMoAs7ldkeGWam/bIrMpi3d1i/nSeFfbzSpbFbXgai9hmYGs8ZYai/eyICwgPO+Hxa8wMTbOb995m3gizuEXDhNxt3BiCpBX2lZgcbGjpYQTwChUASUIwg2wCULhmbUOl34GR2A9ZSFus+Rm2ft7ZSX5+weFyFmWHUhpYqmxCB9RmYMQqfrCikhKLJZssQyT13/5S3p7+3jpu9+lqaVl9jMPbBtAMwaQPuMCS5pIFgtVU+XZ5YBK8K1ZILysX3CXvbUS6Iz6v0x8BWDTBQeiV4+Rnw1cjcyFvoXjcPrUSd5480327t3Lw488POdjy53JpGd0h8BgYaMsv61SwBXqlZRZUAQzPcg5UUFe/MuLIHkKT1U7kF7MrC6mxP3v/pfq46tg58MiA9EyTcpGWTp17NiOS4GZ/5ecnJjgv/3ov1FXV8tL3/3uPfAjxS1cy24NHfd8FaQjeZ4gcg8gEkYhSQ97RZntyNIRUPjIe/9B+IBqkIEUeC1V/FVZ9iFkPDplYmGGvqq5wrKympaKb85yd+QyWd741RsMDQ/z8ssv0zafiJKHnJBd1ZzgK4IaYGtuWdYcNelqY9YGIeD5JMBM5KNlAnTiILo9Xg1PugSlVvgrBiAnB/JXXOp9FvxAE+l/XXpGdw1D5nkDJ0+c4PXXX+ehAwc4+MQT88443q5WFlCgaCrhsHwdECAUDksbhdqOjVkuY5TlkP++rVvAjJ2H5ZWN4AoBwSYCNUjmnFlAvvxDfDWOwQuXL2zbBUrLbc1MF9WRy2TmaI/29tziN2++SWfnCv7gle8t6EsR0jRCui5dwxH2cbr89sYtv8gW1UO6TiwWW5QLNzk+weTEBLqmU5Ospal51h/RM8iR7USKqhKJRER7eUIi4UhEip0vmjuYhim9tVWD2pc7wlAnCB9RVQmkmbPU0Ht7e30ga7lUwnEgHA4xODjIyMgIt3p6KOTzlEtl8oU84ZAwpfH2zrqHPvEcnhxhdzY4MMD4+Dh9/f0Ypkk4GiGfzfHjH/+Y8xcu8Cf/4k+ora1lcmJCcBRdVH0oFMJ2HLLTM+TyOSYmJoQ9lst+EB0LnxsoQpndxrnUoEwmw8zMNOMT4yTKtX7iSXPdhmbDrTM4HuBYrObZdJqJiQkKriOTz1V0vB/I05OpvJbjP1Yul6dUKmOYgp6lwBzFb8uyeP31X3Lm9Bki4TAHn3iCbz33ndnPTWtxBbIK+tNCYVnCHUl2RjcMwVaQXhAcXLkUueZ2hVmNVHuPqhZIKYEgx+wlh97f308mk6FYLDI9NYVtO9TV1TI8PMzly90UC0WaW1ool0vkMlnROXDc85fnj6j4sgaO4xCLxpiemebajWucP/85ly9dwjAMTp8+w5mzZ3j44YdJppK889ZvyRXy2JYl/A0UhVR9PZZlCfbEjRusXrWaVEOK9MyM4Cu6foMCemT7b6lslCmVSv5gBjj22WcUikVi0Rgz6RnK5TLJZJJIJOI/q2ML9Ift2oTp7j0K+QLHjx/DAfp6ezFdHwjTPffFolGX/T77K3kDx3EcxsbGOPrJUYqlIqtXryYWjbF1+1ZC7uxsmSalUolXvvc9Vq1d4wOsc5kst2/dIufSsPr6++m5foPp6Wlsd4Y3XfpPNBZD1zRsR/weekgXLAcUDKPMpUuXmBgf59aNmz4DpVQsYtm2OHe5E5qnVmcYBqqiEI1G0UIhpqdncBybwYFBcBxMS+wQNF1zlTw8JvTsO/Bs7rAdpiYn0XQxKcdiMUGy9TirzNrbAb6lnOL6X2qaRrkokmWFYtE1y3VcsscCCRSfTieYGNlsjnRWeCy2trWJaysVprJe76kssfglFzExl4olivkCxUIRzUUYOY6AUPpn6C8Ai6rv27fPfyhPHl1VFAYGBmhvb2f79u0sb28XBWbT9LOZs8893/lOYXhwgNaWVp799rPE4glu9/Rw9OhR9uzew7/9d/+O9hUdriuu7XdwB4dwOIxlWUyOjXPx4kXWr9/Aso7lWKblk3n9F4Un5SCkPcpFQVzVNI2x0VEMw+Dhhx6ibdkylyRaRlWFYKyNyyl0aUQ+QRkxCWYzWcpGme3bttHe3u7zFy3TcsHIpljFUfzDvNexHEd8j5aWZhrqG2hqbiYWi80pZVimRbFQZGx8nMmpKXbs3EFHZyeGaTA6OkqxKHiXpmkyMjLCxOQEju34BOtyWUw8nkCWqqjoIbENUxWVYrnElStXyGQyfP7551iWRS6bE4avLm/T87XwWOjFYpFQKERtbS3xeJwTJ09SLBbI5fOUikWKxSJaJR/x7t9dmTUBtR2HqYkJrl+/Ti6XIxyOuJOGRzdy/HOwx+FUFcFHjEaiJFNJpqen+fjjj+nr72PlqtUUC0Xy+RyarvncTsddFETh3SIUjhCPRgWxemKCkydPsmzZMgr5vL/NNd0atUd30tzBr7hZZs+WLRqNcvHiRUZHRyjkC4RCwrjUsW2SySSxeJzGxkY6OjsDr5p6ZXq88jwSi8fRdZ1EomZ2j13FXlsPhTEMw5+Jjx49imGU+ac/+FOf3xdbhOdoGSbxeJxkKinlxuM4No2NjTS3tNLQ3FR1e9u0GBsfo3VZG+0L8RHng025k1o6nSYcCtG15QEKpRKZTJZLly6h64LsHI/F6erq4s6dO1y8eJHTp0/zH/78z0mmUjz2xEGy6TRHjhxh65Yt7Duwf95TVqXhqzezVz7H1ctXGBsf4+FHH5lD/L1feDN9a2sruq6ze++DS3hjblvvORyH27du8+nRo3znO9+hpq6WijPFPd/H+6RUELItkUiYsZFRJicn2bJlK7t376ZcLpNOZ1BU0PWQz9AXzHwb2xbHopAeQlEVhoeGGBsdZfWaNXR1dWE7Dvl8XlDb7NmTq/dONFWwRWbSMwAkk0nqUkkSiQTxeJxCqegqyjmkMxmKpRLRaBTbtgKpkcOiyRox+8vury3LIlfIY5TKXLhwgV/9+lc89tjjbNsxn4XaPPcXu13pZIWm68QTcRLzGJwuJSzbZmZGbGcXjPm2R+5/8yymR4ZGuHL1Cnfu3AEUEvE4Dz30ENt3bucbTz+Fbdtc/Pw8P/vZz5gYHSWZTLopd52pqSmsAD+y7QiXZFkjGVVVhXSGJCihpraGRCJBbbJuXkes+aLyXu2dK+javJnVq1dTVy+szZtaWxZqek+kkkn6+/tYv34DK9dWYTZbMcEODg3S1tLGnn17vQ/drS3+VjgwaoJFBqJ/A8l7aJpGLBLh7Nmz/OQnP2Hlik6effbZJWfgbNMKhIyZxTkGQQbJv2THnX1XrlzJ1w4douBu+1RNo6a2hnyhyMjICCFdZ3Jykra2Nhpbmv1trqIqqCiBIHaBkD1AKBL+Aorq8nVIwzACJZtstw8YhlFd0qXifqViCdMyK9oqs3/yBZY1FhkVTqB9bzgSQVU1fvvb33L58mX+01/+JRs3L12X1LQtTNOSxnQ4tps6D2T0aYOs0aolbOVUTaO+uYn6uz6/duUqr//jL1nRuYKGhgZ27d5NMpWa+0eKOLdLhZ+xDMC+sIXHpay3oOc3b9kWmoSWtVBIKEqX0GxbiEcZ5TKOI2zHZZ4hiHfGUmNhXVNXIEn2h9R0jSvXrnLhwgVefPEln9601LAtG9OqguF/T3vLxapKNcd2IXpByMmwMKm1pbWVg08+QVNTI62tbfdkYN3G0vd1CLojEAk0XZXHis4eb+Tu762ksgV9Xdfd/wtJfwdN1wmFvzRBfD/uY8tmSyPPB/sHuH79Olu6HuDV73+fSLQ6zZQgtuHg4iSDoOYDMg/u52+Yqk/xoH/umO8CzAosST1AcCck27LAFaOS+Sm8zKhsJ/L6gDQVzrV0C2ImJI4nX35Bf+E7KN6DVH/RXCbD27/5DSFN54/++I+ob7x7Y3b/0DyFAMkXqKqKi66RN8kU95cU13VT84sN5sXOf6ITB5Htd9ysYgA+oi3PBRQX8I438uds2wlARVNmryMbos78eyYGy81EDqdPnubEiRNs3rxZKHhJhK7rAsEjLXmv+jqjUu09sILkQIZKlYMF7vEVgImDRDDP5y8ufp/PIdA5X/79FyYG4w3E6jrL2PAoP/v5z4hEouzbtzeY5ks4LO89oQTzZ5xFDQUUTwrUif7XGAhBItgBQ8Tv8y3Y9ldjy7YIDUpdkMa0UBilEq/9+DUmJyd48cUXqa2tld4WqKpAW8hSYBxEwifItiYIdMmbCKQ1b9RgjsNzuXhy4am6S/MJXbhbkF1JUDlDTdOkGTTeM3yRZYqFYnGpjGqu5Di8d+Q93n77bb751NPsO7CficlJaeEdz6hTWnfGEQXtr8Lbbr7wOlBQHOJXIeW3UKiaGmxHoHwxzy99PEG4LgdzoyJg1m9pseA3dFwQ9FIPqpcvXea//ehHbN68mW9/59vYjsPo6GgAx9pgbrngZS5lpfSCrSZiDpFPFkFl1lGqtShBBaqjBktU2K6cvew1bEeoLMgCOxwEUN1YDB11nzBMM5Ac41Jj0V6iadqS+Hgz09O89uMfE43H+fc//Pc0NDYCjitQKwnPsgUpVjZr6ncCyRXZMo1AnchXELvP1tgolhjs72docPCez4JsLb1EUbCtabDJUFHUgHzIylyF7DMo0nxK8PC80s2XHHp3d7fvEeHRYCKRCKOjowwMDPD555+TTNa5cgNugVWZ1WLRNJ1zZ05z5L33eOqpb1Iql7hyuZve27eZnp7m5vXrPmVE1bRZExVfCkI8iKqpaKr3dypDg4P09ffR3NJMqlymWCigh3RCofCsupwyS9r0ygWhcIhQKEShUBBcwkKBRLHoOzhpuo6ua8KbEWYlG91Sgfr/tXdmv21cZxT/zU4ORxQpUl60WNZiW0Zjx5FlO0WdIq+JH1L4KUWR97Zo0PavSP+R5iGvgdMGDuA2fknhRajjym4qKE60OpHFiIu4zJ2ZPswiKpZs8apOhIIH4NPgctbvLt/9zjmaBqrCZm2TWrUqHciqqj13+61arvDJ9etUymVOTk5ydGAgOWYaBqZpYrfZuHV0/kgiImPb0sFkpVLS5wcwLZNsNitPboaETSMD3/ND/xAJE6IYcc3wi4ZeLpep1WoI16Ver6NqGtmeHsoRMbZQeAKBjw8EXjjV0TWNtG2jAHdnZvj4479y8cIFXnvt55TWQ7/F1dVVVlZWePjwYUidiey6NFUNFeL8LeJrnKE0DBNVVTBNi+WVZebn50nHlJiNjW30HVVRCL34wlFDCEGr1QoTBJGn3dzcHP/47DOcTIaWG9rKpVNpFFXZ8nZXYiFjLfJpDNcklWqVO3fvomoay4uLiOhaRfQ/sDVi6XroGej5Pq5w0VSN9fV1Pr35KdVqjcHhQSzT4szZs+Si4mUhBH/56CMePHjA2798m5OTkwRBwOPVVb749xcQhBX+i8vL3P/nPTbr9SQBJISgFV3/tulrwi9UMA2TmZkZPM+jWCiE9++6aLre1qkGCR9RIZyGxR9f2raZm5sjZVmhHYCm4bZaoY2BruMHPpoaeSmq6tZ+nxKqlAsh+PbxN5RKJb5ZXcXp6dlGnwoiBnW4hldIpaywLnaL652YIIm25UWcwdxLcOhRx9+SNToF+g/105vr3ASpU+iXLl3a8cDj1VUM3eDiq5c4fHhnNyDf97l1+xbZbC+//u1v+MlLLyXM+cWFBVRV5fLly1ip1LbsWfwSgiBIajmVWKTHD1A0jSOrR1E1jbETExT7i9Ho5G0v/Yz+J7bzinmCbqvFZr1OoVDg6NGj9GSzCWFX03U8IWg0G1Eghjy0IGaDRwHn+z75fB47Y2OYJoHrRho8tM0MlISD1y60FBuvWpaFaZmh7Eijua1u9IuHD7l27RonT5zg/v1/oekG4+PjuC2XZr0eehEaOo16Hdd1Q+I0Crqu4QpBq9HA97ywg4j4lO1ek1YqRalUAgU2ymXKG2U265uJfEb8zAiCZJunfSqeTqV49OWXBEFAPpfH8wRCeMnsJla4i+896VRVBUM38DyP5eVlZmdnyeVy5HK5pMOMvx0Rrb+CICCdTpNKpRKFB9M0WVpaYubuDIqisLy4nPAvIUCJ/Tb9IEoqhUEnPA9PCEzLotlscPf2Hebn5/l6YQFXiHAg8ENvxu1TTiWRYPB9H1XVSKdTfH7vc7795luerK3RbDYjDqOCpoczloEjRxg/eWLfmdXnsC+iC9wBge9z7cMPuXXrNleuvMnJU6eS+wEFRdNI2bYUFxAgn89xqFhkaHgYp8fZpueyF1QqFTZKJS5cvIjxLFuzXSBaLUzT5NTp0wwND3XcvrJRxslkmJqaYmBoECWAluvSbDQAuH3rNpVKhWMjI3z91Vc8mJ3l93/8A8MjxxgcHGRxYYGbN28yevw4r0yf3/1EfgCeD6oS+g5Gw6IQHoVCgfUn65yfnk78ANttDIL2jgySETb+1Wo1fN/nzMtnIAq2xB/RCwMp9klsJ+vHROP+Q4ewTJOXz53DSllb1UJh/WRb5VD7ejrYMkDSdNafrDMwOEj/oX6ECIMszsa2mi28aJRX2zsEz0M3DTZrmzg9PWQch1xvjqDt2pJii0ihIQi2NHLCzkDHsEzSth05URuhq5SiohCgRsao+xKmasPutmwRC3w3E5H7n9/n/T+/z9jYGG+8+eZTG/dCCL4rlRCuu2cuWjvqjQbfbWxQr2/iSHAKvcjf0XVdqUAMglDXNNbz6RRChFbmoeTILCsrK6ytrdHX18fp06cplUpMTEzwxpUrlNbX+dN77/Fg9gEXLl1E1TRy+Rye52E/z1JMVcJ6UNq7TAVNB8Mw0Q0d3TQw1c4FlKxUCss0KRT7pfYS01aKpYUFxsbGUCX28vqLG6yvrTExMSHl0SiEoLG5ycjIccZPnei4PcDqygrFQoGpDsjRMniGUamg0WjumDpeWlzigw8+wHEcrl69SqH49KjnCY/NWg3P86QC0ffC9VjgybIvBJv78EdUNTWq1ZRMnUdTZdu2GRga5MSpU1TKZSzLor9YZLNWo9FoUCmX0XSN/v4ifX19YWMFbNsO10f7oEEJ4e6rsqfRbO5L4LjRbLC29oRmq0la79x1uuW2qFQrzyZnPwPCdWm5LvtJe5bLFfJ9nddKd4pnuEGxY4mY53n8/cYN7t65w6/eeYezr5zbsX1SYiYJNTL0lNVV9X2fVqTnIoOt9azcS4xmXGSz2W3Z0Bjnp6d59OgRn1y/TrFY5GeXX2N0bHSrPWFnWK1W8VyB1uFziKeIvmRHFt7DFoNEZgshgG2Jlo7bx2rxknvRQgjKGxuUSiUCP5Cq7a1WK9Rrcma1nWDXt5tKhT339zUhl5aWuPG3G5w5e5bXX39911pS3dDp7e2VnkPb6TQ9PY50eZKq6aTSaWld0iAIcDtxPP7++aO1yG4vP5vP8YurV6nVqhiGiZ2xt0lieMKj5baSZFDHiNq5bmt/9+D7EPiAzHNUsFKWtNRGqEMjX6aoqSGDxzBM6VyKbhjo+1A52PN5djvgOA6jo6NP2R57QjA+Ps5bb73FwODTPX2MjG0zNj4uvZlqZxwOHz4sXTRumAZDQ0Py4rKKEvrXS74E3TDozWYxjd3b5wt95At9Ox5zhYtCmHmV+YoURcG2bVL7ENd1HAf9Ke3WvcPQdfK5vPQ3oERKatLtNZVsby/Z3qx0VtNxMqQ65NLKYNc7TNs2I8dHnhrRjh07xu/efTdRZ9sN+Xyeiz99VfrCVE1lZPQ4qmwg2zZT56cTv8VOoWka56amyOyiRP48ZJwM5y9MJ/uGHcMLmJycDPVOd1KL2wOOHDkSuiZLLhHGxsZQggBFskzP6XEYOb6TCevekE6nGR4+huPICYCpqoqTyaDrcp05hEuLtOQ31AmU4MesKu7imVhZXMJxHHpkN5TjMjfJQPTccF9VJusMoa3dd+vr9EtkPCFc56+vPSGb65WamXhCMP+fObK5Xg4f3cHoaA+4f+8euVw+kQB9UegG4gFGXBjwQ9BwXgSCIEC05LaP/lfnr1drKKpC+nnbQLugVqmi6xrWPkr99oJuIHbx/w/Jqf0PiRdfzdpFFz82DngQQjcQu+jiQKAbiF10cQDQDcQuujgA6AZiF10cAHQDsYsuDgD+C8ACOohuiCLYAAAAAElFTkSuQmCC)
The graph of the equation y =mx + b, where m and b are constants, is shown in the xy-plane. What is the value of m ?
Maths-General
Maths-
![](data:image/png;base64,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)
The points in the figure shown lie in the same plane. If △ABF is congruent to △ EDG, where ∠A corresponds to ∠E and ∠B corresponds to ∠D, what is the measure, in degrees, of ∠GCF ? (Disregard the degree symbol when gridding your answer.)
![](data:image/png;base64,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)
The points in the figure shown lie in the same plane. If △ABF is congruent to △ EDG, where ∠A corresponds to ∠E and ∠B corresponds to ∠D, what is the measure, in degrees, of ∠GCF ? (Disregard the degree symbol when gridding your answer.)
Maths-General
Maths-
![](data:image/png;base64,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)
The scatterplot shows the percent of flights with delayed departures and the percent of flights with delayed arrivals, by departing airport, for 10 US airports in a certain one-year period. A line of best fit is also shown. For how many of the 10 airports was the percent of flights with delayed arrivals less than predicted by the line of best fit?
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)
The scatterplot shows the percent of flights with delayed departures and the percent of flights with delayed arrivals, by departing airport, for 10 US airports in a certain one-year period. A line of best fit is also shown. For how many of the 10 airports was the percent of flights with delayed arrivals less than predicted by the line of best fit?
Maths-General
Maths-
A survey asked a class of 30 students how many siblings they have. The number of students who have one sibling is 3 times the number of students, n, who have two or more siblings. If 6 students have no siblings, which of the following equations represents this situation?
A survey asked a class of 30 students how many siblings they have. The number of students who have one sibling is 3 times the number of students, n, who have two or more siblings. If 6 students have no siblings, which of the following equations represents this situation?
Maths-General
Maths-
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)
In the figure above, the circle has center O. What is the area of the shaded region?
![](data:image/png;base64,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)
In the figure above, the circle has center O. What is the area of the shaded region?
Maths-General