Maths-
General
Easy
Question
Show the conjecture is false by finding a counterexample. If the product of two numbers is even, then the two numbers must be even.
Hint:
Take 2 numbers and then check.
The correct answer is: Hence we disproved the conjecture
Complete step by step solution:
Here, take 2 numbers to be and
Then product of and is which is an even number.
Here, 2 is an even number and 5 is an odd number. We got product of an even
number and odd number to be an even number.
Hence we disproved the conjecture.
Related Questions to study
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,iVBORw0KGgoAAAANSUhEUgAAA88AAABoCAMAAAD4pDI6AAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAMAUExURf///7W1tQAIADEpMebm5kpSSmtra2NjWvf399be3hAICKWtre/m7zo6Qmtrc1JaWsXFztbO1qWlnJScnBAQGSEZISEpKYyEjAAAAFJCSjoxOrVa5rVatYxaSrUQhL1aGYRChBlapRlaexlazr21tbXOY0qMY0reEEoZznt7c5SMlHPe5jHe5r2Ua73epTFSGWOt5oTvYxmtYxneMRkZ7xnvY6W93lLe5pyUaxnOY1oQSuZr5uYQ5uZrteYQtcW9xb1aSubWjOZajEpapbVChObWOuZaOnuca1o6GebWY+ZaY0pae+bWEOZaEFoQGUpazhCMpRla773m3rXvY0rvY0qtY0reMUoZ70rOY+ac5uZC5uacteZCtebFtRBaSpyU7xAQSpyUxRCM5oTOEBmMEEpa74Qp5oQptRkxSowpGYxjhIQI5oQItYwIGXNa5nNatYxKGXMQhHt7hBCtpRDvpXOMpTGMpRDOpVKMpb2MnFpjELXOEEqMEDFaSrUp5ub3lObF77UptYwpSrUI5rUItYwISr2U7zEQSr1jhL0pGYSlOhkppb2UxYSlEBkpexCt5oTOMRmMMRDv5pzvpRBjGXOM5oTOcxmMcxnvEBkpzjGM5oTvEBmtEL0IGYSEOhkIpYSEEBkIexDO5pzOpRBCGVKM5oTOUhmMUhnOEBkIzjGtpTHvpXOtpXPvpVLvpTHOpVKtpXPOpVLOpZRa5pRatYxrGZQQhObmvbWlOr0pSkoppVpjMealjOYpjOalOuYpOrWlEEope+alY+YpY+alEOYpELXOMUqMMZzm77XvEEqtELWEOr0ISkoIpeaEjOYIjOaEOuYIOrWEEEoIe+aEY+YIY+aEEOYIEJzmzjGt5oTvMRmtMbXvMUqtMSkQCOb3Geb3Spy1nBApEO/F1sW95t733mNjSmtjjDopEDoxUqWMnL2tnJy1tff33gAZCN7m90pjSmtrWu/m3mtaWub3/6WtlBAZCDopMWtaa9bm5mNSWrW9tQAIEP/3/7W1vQAAANFBmFUAAAEAdFJOU////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////wBT9wclAAAACXBIWXMAABcRAAAXEQHKJvM/AAAoFElEQVR4Xu193Y6jurZuFASxgymoAIHimhtzMeftueNyPcV6iX6m/Q7z4rxLSVVbOdpSa6rXRrVZraRaOsM/JGDTlTiY2ZU980ESkx8Hg+3PY3h4jMUdd9xxxx133HHHHXfccccdd9xxxx133HHHHXfccccdd3wCRP7Xg1/et/t2325082vZlhlo8r7Ok1+5LdfvbZK2vXdsbOvXtH9oYYOT7B9O3kS5e2/Y2JaQY+/Qymb3LFmx3+Hu9N6yss1ze2xXS3Z/+scWtjYJsGzMiwUJUuo9eNT7ZTuHk4faB1N2zwuThL3afAR5AC+2dg4oN0tafIQtK7fFHeD0Cj75IbDOV3BgcR/eHisPz0uXUC1HP7v24YX2z7JIG9maFwvkhjL1S0ETIlO2gIJApqyhbmOZsoabKPeCtr5MWUOwtV3wRWn/LD3nxHyW0KTWz/Il7fPzSqZ+KWhi+8Lhf1uv135byZQ10NZ2uR+dGdpzbrsOkmJ74hRL8PONTFlDmD7KlDVEqfWzzHrteRF8Bn5+s1+vsX2e+tpmMmULxHo/hmYo94KubQ9MUNCvg3bgWz/LxSqNZMoacGr9LKvetUTBXqZ+JZC3tt6eZ+DntW1+fvMS2zSFZ+DnB/v87MzAz/bbc5hiJJO2UM/BzzuZYu3Z1c/4x866cHMGVGvPBB/PAdfl6eBSNL9r9bo53RwcXZFl+a7xMz6eNonKyLiKIr3cvSwbyNJGuXuXkgHXpplSbSSLHgdl3Zlm+afOz6hXVvStwbDJowuht+d+wUmDCW4MT3P/2p8KYoA8ZIqD4NqsHiGdn5Usm8fIsBOpelIBGpOfsWd7YHkG6EEZdxJMg1IkkR+0+fODVu/PICqUek3KcC/7MbQp2jylp17tMvjJkJ9REweVvPSYvq6T0HR0hjyl3AhvilhmGXmQ5cqUIPRyw6Xs18ooGBxeggelPROcFf1aScJC3qxLQbbO8OrDWRanQYD/FASBm5m1PrU9syyP500yyDAIDU8zdIaXn2Cvd5YLVFPX25id5W8KPyvXkkSQpW+WZfV66hDQkytTPfipa9g3TsQPhadI6eadHnDjpEW6XAaGbUWVI3dVkQeiH0MxyzLPTZtfuRx2c9HDc07F/YY2891Nc9OWghS9Aaq9dn3Kcu8m3TlfDKy0Z+IH+bZXjQnNfzdtz4r8jA6rZd7r2lCVvBoOyFX5mZT75anTwGH7miamimClPZOvbp68yIOFX7Rp0ppWolU6uFRNGeTJqTk2NKCRYXe7wM/Da1mulsvq2H6hC6IYGeY5lJ91fRjc8n4N+AvA9EL9QhAMVUScQhmuSux7eUvNOi1Vfsa1lwcii9r1IMtVvjYchSj6bYLh9lKebOIMA1u/rju6vhCErgcdJ8JfnXeRB6mq3aLJ2uTFLEtVfm5w1aYHeQDwi7wwHUYo8jOBQUTeq5VlsE4N60ujyM8Ev6TH6SYUP8WbzcaQpRabYXv+FsVJ0mVJvNUL5GnakSnyM45oeuq5sLfNTId4QALHc+IgUZyepkFx6FTfzO43IHsdtGft91GRJ6Ke/mVQ+BmhxklEFYn5sBiHeTH4xjmM6Hn9VtjRoCzbQZkhy55dzSXwNf22J/mZlKzuETf3zMY1bzQZ0C9avHltxrPcHVhWOOjo+lL8pyY/106vdwbWTwpjfh6OtxEMsHv8TChNTduzys8I7tfxT6LVVXpHdbyNouJIphvTkbbAaqtcqkPxfOwiaGJIMRya/AwF71ig8RLDu80x5Gddfq5gMDqs6v0/ueIPz4Jo81W7QlQRUgoy8XPDqQNdvw3tmbc2tBH/VUEXYVQYXeHi5aLxiRESChUB+yw0+XmBvsssf/xgzyQcDs/OQx1vwzvOqVZC28vS3435eT1oz+y0TvyMXjy/kIOpi7HT9NtN0BEXqowFfA7t9uB/d7IqCT3lOl8GTb8NXUR3lpmkB0NExw5BAget1JiQbBma8YFA1rcPe9L027sV/bLsVSPiU0pLgnhnhOGguurafIQ3ulbExKYYimR1amiqo+t5/Wd5A2SBy8SM8jX5mRFXvz8lrmvYUtCD2o+hjp8FsOtOlJ8Xi8ffT+y5CaOvr+b8/K60FLJaHnuuOvSx7HwvB9H028TtOg3sJi7UN3FgAI2foaXIOlRu01Vl2osBwv9SLlXtdJRfF8v+jboYOFGuZRO0kp8PqfrZZTjDz3FQ4iIPuwuKvWBThtsgCOHilF5c0tRUrXAWOk/hQo63JQ6mKrpHrV77ieDnDpt0ZXZDxvj5i0wxlJ5hrWblVkpFvKRfTfy96aXW55+j4ig/R2EMl8G4PX/Ez3hPEXZM+Vmff8ZHft4853memhOqIj8v0D+7LIkHObbFSe10KYCfZUqi/j35yhOELosIV3KoZwDNPuzIz4TCqLh+Mc/yH4P2rPIz8cIdEE+nXSR0Td9AbsiDrxjqA4gMOy93jf/zDLR52CYYqDdR/GrYG+o89bW/DgVQpYajY11+Bn4+1hFUhqb0zPTbCv0CP58on5RPoemVflTHJQgXnfyMMtosgJ976rGLQPvaLway6uRnFO8x63wNs9Tnn5sTP5ex5+S5ccn18XYgyRRhPwuTvDVu0HtVfj6Ot7G7TOkqSJ3MjGb0+ecmEFpUpkEoaFikgelpfszPXwOotWW69ES1OhTvrDbQPGRt+4kppzaJ7YUJut0jHopk+MlUWNF5ym+f+tceB66hdlK3DwP5+U0mcRXkiWtIU7pdXJ+fcQZZhrVZP6aPSyJnK1vbhg0ggJ9Nu52Hdb9vBZBwKWsAH5Ngx3i8rc4/9/gZQA60zT3Daq3y86IOerJq4wf5q0KNZ6HJz7UjxcA6zcO49Ff5a2x2mv9UT+LIz5s0dzelH+bpxuyWD+3DVP32A2OZb17uiK6pTPnAt2KzHNhNQy/8HuS5bOzWoPFUMxhvo6oozf5xRL+t8DMNxMjpcnxNPpCfm7pyc9OBC9L6MRiBn7I8QB+RG6pItHEJXAnZ2jCMtuGGXiE//4yf0TfKjD6UzvcC6PbbzdO6X41J1g4FrvMYkZ97k8VwlnvTCY3FSrUPqzuVeQmcBqfbuKazf48/4+fF5p0rrYCmDU/zQ/uwqPAwxv98yF8FGR22TKmAaA7ya+0UNMtoVVWmNeIMiGofttgNqki9MtY9jOi3B/JzGRqOtiGDd52f+/IzVBhDGwh1/hku9CrpZi8YsJurFf8M9HHJb4UYNTYeyKRvizgxHm//VH4mFXT+COTnZ8MsG+BnrsA/YsDPABxKRf/FGOHn4QrKMu1PxF8C1T6M8bNggZf8mbdj6HbMbnk06GMAR36u8i3LEv2f3PA0B/ys6rerwNtUlU+B/HlFgioHkgzmUzF1OmIcagWa/PytP1baUZD7DDGi3+5PMGBOLGYoT0pdiaF+GyRVlcjO4E0r90B+BkROYtZ3avLz4lHyc5kGlNLsqU1W1IxTRvhZXIo6cCBL6iXvLi07yeMSAD+rA7Kj/CxRJYYD7nP8DLKM6YB7P7QPY32jVEH7iZg/jVLDRTo/lZ8Xce7ILN/NRo4f8XPj0RpwiGjXS+y+p3vqPVV/MiVzIHsCU5O0M9Dnn/tDOEy/fJPJyzGm3z7Jz5gaW2+zDkG3JxlwCJCrWYXR9fqKfnvRrAyX+OjjEik/Iz9wCsdx0jxJDeX8EflZtPDfIMNt4WzbfBso1fRjqPZhcN4KPy/8dNCxnYfGz38oc57IMxXzw63Kz4XUb5fJK2982Fka3XL0c/32phW9B04NpZdqYB825OeyM6TBjhSSSeVRj/K2jR1xyZD5Ep2PMTb/fBy6kkosxiBGt3dEv33i5yajPCnm1C+F/5H8zEEdpeKfgb6+qi8/c1Cpx7gUY/Kz0G/vuO+4kr6mWan86xmo/IyQlJ/JgXuki9Pky1eTLN90+ZnNPw8K7hteS12/3bMP4yDUWH5W+fmk3y74cIIpJ8xOU7HfhrrY8fPBEebm2DE0nfpAv408T/IWAYJmX4OLwNsyG02BNMcX0mBqRkNn8dH8M6lojRBp8IvJmBtkOo2f1538vMseogUhpPSNhvFj/NyXn5nzJqVbOgMQZpRyM3sSmeTA4croHBePjrrA5p+FoBIJ/9nQjGZEfm7C/LjSAQCdr5nEB9LQz/mZ8E6WUEPbWZ2fcSG5EDVcFoiMVSbuiPwszrLxhP69Tg1VoNFP9dtklXvstUwNVaC0dy0V/Xa5PdYmP+HWyHCdw+wLCEkbDEO2NC+qr/7qOuu5D6DPPzvi9qJvdOtyGS0wE6c+kJ8xLcJrstT9kzx09tt1BN1gUwWGMw36PB3y3kWWTVSzLLPAN8vyD60fw9vBMNNPjRfbaPIz6ttvwz90xvYXQ7cPa56k/TbO6IEsmlgMCQ2gy89FK7KMKIV2CTKWabXV+LkWtAw4iAEkfe2rLy/AiH67u5Yln/YjdLsxUUWo/Lw/nQ+BxktFXwYXNMnTF4Kwu845mPV5QxOWvM6+9gOo66vQzk/bir0Fn/B/z00nD1X5mcCAoyjZ4hVC32WWhkMlXzF7hMuVh3wVfrlNPb/8Ytqc2bhk0BUjEgWtFzHthJ+yLGlgVmpoDkq50W6TpBVbgCLhv06df0Zs3SBrIR2usA8rejpZANqVW5llFORp5WfmCygUfkbNJk0oZlr0TZIHG98zbs7q/DNqXtL3TDaQlzSs8SaoDFVJivyMmkPaetInQpx6EX4pTOdyev7DEHJ78vOuWq28mNcw4tPVau8BOWyCkE06h1s21EaxGxSe7eas8TMpqRdyO3FMQ2/13YMTMLwbar3G8QNkyQbYEQ1X4XcPCmWoEyuH/IzqDDKpDnD98H8HThFQ4+vyQ5l3R4dqFa4qtqgWr4IiCAwV0QB13p3dyNDrGREyspLJS6HwM2J3x+vZQ8PY2CxLpOq34Sw9z+MLA9AGqlho3vZUfm78L13BQWYsitDQ8QCDMv+M4SxXx2vpr1bU2wz64wugyM/kQL29KDgU3Q9ZlobN+efy84+RnCIqOkpUeryTbrCpH5gLoPIzBzot5TItIUDXb0+GPxhkAuC0xJkh5nemx4GXgujrq+RDZHnFlZ7Dv6cqPzOCMi9sH2z+WSY1oOsKrsvPDGKSG7L8w2wMK6DNP//o50KiK85Tk58ZjhzfXJPlPz60DxsCeStZ43AmGzZ/tosxP1oTgTX5eTJ0+7A+rrouH5W7158ZYIZy6/LzZOj67enQ9NvToc0/T4cmP0/HcP65Jz+P4LFINw1hbFEZCv4mGOXnaZiDnzX7sKkAfrY92JmHn80UDecB/Gy9PY/y8zSEr7ar5Tz+t3v87I74D+uhoUnC9Mveqq8AsQ77/NzY90Nd3oI//RnKDfxsuw4CP9vuyGbhZ8ds/vECaPPP03HWv2cfuzhI8vfU1OegGfR5m8mYRX62fSt0u/XJiJz/K1P28PBuuz2T37fmJn9n4Kuz5NPhGhrnXYBoaLNmAwP/nm7rcGy7R8GeGSAFW1Gw5eV56wQO+4S/yb9pcy+SXP4pw/H9DsOjy5C2smAfQxbn3BPf0vxV/koBfOcE9oOL90G57SDJC2bWKQH/wR/XgBea7UmeFtxWFPJiF+TnEKU6t0Mmayg4XFFxecWLzOII/lcXPEnA7Um6s+w+6R7XIml/cscF+n9/Md6fjyfJMuDFkIcAeEMkxNuX7E7a128/JeG/Qjd09/AIj7s8EIcshh1L/Ov0yYo/W9vdbS5y5tsenk5HsIndaFu5CSsYKxov3sg2THz8BC9hWOQFK3eXJ8tdbLCf/sZgD11nGazEz7qtn/vpyGBrE3g+/Ubs125836d5cToebupJXrCvWMGTNlDqELvr/Rxlbhc9sW0Pt+d4wDaxu/sus27r/uDsYx+m7RPcHnYwukGb6R9etAVtcfpR98Rf+xtvahft8M2+LgIFbkMaQhrEno6b2MUrPHbd8ekTmxtpvLY+ZTt80Y8v2UjtBKM/0Xf57sdPpGnIJqH88LLtkgSUG7Oj0xuTNyh3L0f50m2mu/wVXVbHN7pXVmFOx2IfHn2wN7hII16zTj9SN7Ff9MRfyMuyEgn+Bn/uHV+zIzctRVrfjrvhVieVTA5fGvKnODDa+RP92fzzrwO1rufdzSA/X+eu7SPY1wPOUO6Ft7Qt8yHHmUEfZl0y1fyHTQeeQX4ezj/L1K+E/fiSaIY4i3PEl7Su39bXP08HHay+sAEUDO09bcC+unKx4h4GrOJX67f/EujrqyZDX181Gfbnn7W4XdMxg15/hvmqZquur5qOGearNP9h06HEx7CBAT/r/rd/BWaYf7bPU4r9tgXMEfd6jvZsvaXcin2YFl9yKkbiS07GGf/bvwC6fdiuNFxzr0KLs7ggO9zgKZFw9QHdDkOWZn4WBkCe6j8Mlz5bJ3k9RsYl/bCpUXkwvwJ6/Gd0imq7QOy6mkVN1f2T7KIDW3IqcdXdV+3DGsjy9Ce4LM2va6hYse0GEXyh4Oz2y6MLodqHEVz2Cn7VWQ79b39sv/0XQeXn8oHSaSYsmp3ULnsKw9B8wdIJmn+S2mPTWFcEJeugxdWMPZpRY7f8fajyM/pWUq9bSszyp8YLizV+RhF9OrXwbB+Ge8PljSo/116ROt+7pd413P0Hwzh8Gj8fVs72GCCWvLCCG9/7cGi/XYZOGhwvJor3UO7QbH26ys8YCp52Nxz5UHC5/skAQ37+fzL1K6HqhcogxIQ6U7QwGj/HSbvO16YeZ/pQ4ksuiAcZrls6dFRpAmV9FYoL+g3VwZT4I9h5kikBtAmO/iJRtc1I5BpHQ1DjS5Zhfhqq1Nu8zZdmPkORsr4qCpL0tc0dUZXLIMAk6wdavgjD9lxClukyF851UJXSt8fQ0HsM4+ffZIqBxZx9zfPu7kQBFLw1dUlWP/drNfYcN3iVDnqRD7cfe+KUDdBb/8z4WaZ+JRT/YbuQLbknQRfS/Rr8ofAzpuGXjGaGbrwHUPXbdehl2ZdsQuNT7LejgHuaqR1TV/I9aOu+D7TtHJIcCpZ/mZpmr/Dz7lA5x6WjhIbMh7OhF5UhPyPqVof6QdZrHLI2snNN3YQP2jPPsqSQJes3Dg7LuXSOQZwuxKrvyauBLKPSe+08oles4F82hqMz/No7S+Kzdd5xKtxK1g7rKurtU79OXICf+if5ZVD021XCI0tlpjFu+lDrNb9y06DotxEVfp8mQFlftWl5mF4cTIgnpMvPx/hVKORzn7snU4dDmvxM/nXk54NpVHyOof9tscYeZQn/nzhhKlqUtYbdzkB+LvngmtA184REPB7OA7uma5sG88+RzFK6tcGmwVAEBvElG+5Xk6x42CRCl8zVVBMOPLBfgOH88+fTb+NQ+KAuU2PPOCcociSh1wTrHULRb+PQ2JOECsX/tp+zrhlhx9AhXB/6/PMxftVBhmmmwu/c5dD02734VdlV5zrk50g0MxzkcIGJJ4Lk+4nh5O+AnyMxEIsKdqI44P7NED1FWbwMA/9hkegVy5SLXSQzjlbGMabfpu0XdtsD4dQ8a0Mjzgdh4rPNPw/XV5XPwhArctqrukAOhZ/LNKUTNeYKPyOaBtUVyuI+lHFJnb5WBO6P8z/yjSugzz9HXfznbCnktDgfBto8C0/j57CLYHYIUs83n6TV4z8DiMtaZFSIvMvU0Jn5gJ+lHxHMQ2RULfczgjLTSDJj9mEg67Pzqp3U25gqtwFafAzWg/HT2ryK7vZF+tW/GL31VQg9fT79tp+IMv/B++srobRnmiR5ErxMan5D+ZkE7XKZHrWdV0HxywJjuYTuymCKaKDNPzMX0byekFUrVDl+3gWouxAaP5/8e/ppm7eFYZBFdvFGWgozl4Z2nAiLC+wszQItjs0/Q9mhyDQX807x0lDS0OJLAuqANTf0AgVfFsah0MfmnyOhfYjX4rbUz4beUuPn01mg4F8y9SvB9LzHbgW6UVEBvwVi5HUVFDkSH+KgzZ8nCOQaP+OSFnlurIbtQ133jUPodIL/mdLr6PJz/buQn5tAanI2a3F9L8aDah/WdPGfURPFIfSUptFGmmKEn6NiBSWvlkLNDaOzYWSBcxhrz7XD8ghPBTe7W2P2Yf4rr5RN9MJC0BpLcbUqwyMsvbbTXDhGL1Me0fVyDPTbT59Bvz3Q86IqF90oVMCrhV7dfhsRP8gT41nNHjR/+m87mh6nL66B6jcNPQZ5PkWr/5H8TKA983+D8Y/ZTOAH8jOAlG7+bqjCGbMPQ1XAWpu8+ywYWBfb4TKMtGfIEvKC0cSe/9tmbej0WYsvCaDd/fmB2LydYRg0jZ+bTZG3PMuuPUevuVktHeq3P/Y39NdgECcC+FkMPDC056ubnx7HCXo+qNETuG+kwvyIhXbkSmj+w+pVkC5do9BuCtT5Z0Z7QquzC3IRa2OzNrQh1vXbHT8LPIaGgikas9/GAY86WMlIxbWzNOvNR/yHHVxWgZCbM+KHgem7KT+r/j2hDvWDbGAvNw3WqfLzN58Ga9bRgrAlLiIIHGa9Ti9+1SeRn99o0lPRxUsxHoQKeH17HrXfLlNDVcMAo/bb1DRA8wAKP0f/qnCVTIpXMCY/S352O35+78+ZXICP+RlwjERxKUb4mayEJ9mXpcOaCMKO4ehM724bT2iK97Lg8dpwwkr374nDQRieqNBijn4MjZ8RvEWX7NQzyc91YrbwE30++7ChnvdFys+RafjVPnT7bQAJTQMt9TG6IK8u3OspX7EPw6snjFD1ygMNXQndv2ftiPhV5FitTWOQn+NnJjeY3Sk9viSKVyyMAFxlaXJVp21mNE7R2jOppEGYx4KXA4D6edYXwx3YhwEI9QaXDtGlocr2t5G+FCo6yORwdnw04LfPZv35wH/Yp7DfRiA/n06jToUNTZQO43EbYXT9M8hTE6hv1P/2zjWbLRxAWV/lpx5016hKru91RvQGnX57kbWiHWem81Uj/KzQUuyYtWedn/3Objkq1ly6/y1NzIzO1PaMjlluElHwbkR7MUJlOPfjRY2BUpnaPOERpxiIT7n7cr4qNp14H9p77mXqV2K4zgg/iRjI/rPh5e9jTH6GfsO9vvGNr39+3E+w3x7Gr4JeLWOREhrXNLxbD1iLL/lHZx9WvnLJtDPYuByeqt9W+XlBn4z6ybfm96E/A+QfF6HA6fFuM0504fVDKPIz2si5RLSIHK7XgpwNTc7U+ef4QbS003lR0/mNgX1YB49JzHLiHVHTsxy2589gH/ajLz/DZWu52op+GI/iY6g8JQqJPUN15ACKflvk5IfXjyFYC+6VG2VSX0AloV6BkTi5UdFNN++5oqXh07wmGJl/7rSAIlKLsfWdOv9c8qhNCPnQ7uKESTA/6NpQeaLwsy/iM5EyYnTB7hx2DRVNSnxJ6HR4MHdygFYtC+49mA11xvgZoZBNkrCGDJkS19zes9+eP4d92GDciUNGJLgIzDroAYb8XNIY/gCbxk0bwl/3+Jm8UJ+wqF5mRg9DEPreP6FyywfCu6frh/AI/1vtoE/xwX2H6XnjlBrqz38uP2MaQ964Ml2KSIq+P33iB0EFyDxmE415fxMFgZCnL8aAn5Ff8CypF0JVKlM2LtswccYIg/lnsnGCOM4gS5ChccaiBjaVsT3RYP0zwTVcBpACueVwWTCFmJ+a3v3PJz8r66sWtRv65co4/GofQ/12vFwHlNJJa6GG+m3yPU/YYuVqwgBetd9GcRH60deHsLx+CK/GryIRzXNP2KVCxXkoN4HQihlgyM8IRS9pHnDr2RoScBFM1+yy+JKnk0CblIfvBfC5gtoNSp8aL3fo8zOKX2WOPEtUFV4Zh10otovR90+Cqi5ycQ5NJtrmBSu4aYUa6LcRdosQclnJ0Jd+4JWbvdsfE1yCoX0YX8r0i6H5D6tXq3DSsn5Fv429wrkqYmgfA/02Kl22uH3SOSryMxzH7t4LJ8XjVfXbjU/DY7xYVIWrK0KxKvZhpKT70OPhuRtabB3XfIgymH9uKpe55Ga+IcTlrL1wtTe+sn1+Jtx5BctyxfNBL+H3kA444xL0558J5WcIT+ymN1nwCiMA8858wM945WyLQJwiAJUsiLHx7RnEf/6k/sNQZDjaUqHKz/hgfJ1UKPPPJOo5irkOQ/mZAUXTVo3o+u0hmvqK7Mdno8T92dXXCEVj9mE9IHzF3dfnn/toauPWrMrPA7CottcUfOjfEwbc/UqEUP1onulnlJ8Vfp6OUf32NGys+/ecIX7ViP+wydDk5wGuqNXMfvvDvvCaPEfsw6ZizH57IpT4zzay//IJ5WeVpybjP8fsw6ZBs9+eDm1cMhkzlPsn/DwBb8DPtm/4GX6+Cvb9e87jf3vAz5+gPSPPer3W7B6nw36FmWNcYr/cqvxsAYr/MCuYg58Np8AvgMLPNjCI//wp5GfVz+V0nJMjr0HJZzFtYrAOxQrQHO3ZOj+fk5+vwgz8/IH8fC0eR/yTTMRn909iBTPIkfYDqmh6/en46+Xna6Dbb0/HjcjPhmthLkBvfdUnkZ8X9uXnGeJjjNpvT8IM8TFmiV/1t+XnGeRn+0ENP9/6qhn0vKPrq6ZhhvhVWnyMyZiHny3LfNz/9vU2M+O4EfnZcMnmBRjIz/9b+XkG+dm+fhsN7dZt4C4/W4S+/nkyZo8v+RnWV9nXCy0e7c8/D+y3rYDQ3DI/j6zHmI6/r/y8vQX9Nt32xtvn9dsy1phpyDETKHbMNqDGx7CAOeI/W5czbmb++Rb4+Vb02732PKbfJv7ReJaUNKARvOM9Xe2b7zxmiIM8x/zzDPLzLZR7jvnn2+Bn1/lDpqxhBvn5bHyMKDiuqEZlwNxZMd+YE/zqnINuxzwZM+h5b0K/fZefLSLsx6+yg9nlZ52fUSUDKQDeEIuqgNhi6znbs32eegwKmbKGWfTb1tvzLcjP6M8R/55TcSPzzzPLzyP6bRzm6clFwiblPrd86VNtFti3D5tlvG1dfp6h3Pf5Z4tYjcTHmIhfID/7Tr48eXKI24AJEfF6iuvqM2B6Icsd4Rz2YTPot+2PS25Cft4V21uYf3ZvYv55ID/r+m1EXTffHgMlS+eIm9z9xo+bqORraBHBDd4RguEFkwVir/AuLsuIN3x4g7Dltl0vAB/INDklO8xgxzyD/fYM88+3MC6ZgZ9JcRPrq0Lr+m1k3z5MiS+pzT/XYfw1EZGIGeKEu/ECfubj7TL7Qj2Puc46UO/BJ43vedRvWGjqDC+a2KM0pNECRZXrlWVYBBX3nNbEWeaFFcuC+FUWhlW/fx7Er7KDGdY/27ff1uJjTMdtzD+Tv6399uMc9tunazmi36ZPEfGkr36A//w766SAnxmlRu4Kv72kzy+IGUM8l4wQRAgnv6AEVYlHsNeGDdkEeUq9wFkmzAsYyYIY1cHyC/zsZVWissh5cJMO9vW8M9hv2+fnGdZ934T8PPQfZglzyM/W7bdn4GfVf5hMdcABRYs4P9Zd4GdW52Ie+gm7XPMdvxfQkh+33LFzlXBNmU+/ATm8foV6nzI1v5++euViF/LYQS9pzHXk8OtSRB1r+0OZGezD5rDfvo31VWr8qumYYf75P5yb4Ocbsd/ut2dVv82j/OHgGErAfxby85q12k3CQ7E0IXMV/JYt2Tw1LlgYC1RVaIG98HHxVqav8Ebp8KhnVQsZNdzB8KIO9rvGKzY4iuKk3zgG8avs4Ebst+3rDW5j/rm4CX6+FfvtfntW/JNgd9Ug1FAZQ4rzM5efGT83biKiQVAeAqlM2cxXvWUO/WvmsxUhQr5t3Hf2W/gQLgaK19Ceo5RTOHwMvLkMGJx+qL85eOo27Ldn4Gf77XkG+fmM/7BrMIt+W4lfNR0zzD/3/Ifp/j3LwivLQ0kTzr2ATdvNPxMmK4sAE/H6lYnObpuhBQ1ap1y8iGC9zcuKVlsm85dbHtZwk4AkXqbHIIyHNMB/IgR7738RyM/KMGEqZrBjnsM+zLqccRP224s/QX62PV81h357SjjScfzF88+EhtlLHMcZG3DzJrY56reBXJ2lCL+1SRgFoywPm2gVB222e+DcVYbfS3IoWGPv+LkNmoUPebCP2Tdej5q2E+ZYBzyD/DyH/fYNlHsG+fnbzei3Zcoa5ph//sA/CV7FMGYmCPltK2zE4p5+exfImPm+mJQ+pKlPsyZbh9kDI+NH1wFmjgomOXf83EL7PaQtS0N3QdhPWArG3qc/VuJX2cAM8rP99VX27dZvRH5m/CyT1jCHfvvm5edsJUcYDRA0H1oDP3P9NuPnpgvEH7ec1knYPrkRU2g7nLdBWIZut96y+IhlyuNyx2toz9gRMfOalxIHrYhuzEKPdVDiV1nAHOuA7fOzEv/ZBu7zzxZxG/bbA/32UH7G4XFVZNyKaHySisX8c5mKNynjYfZu+84aqie1Z3HOQte+pIyfD5yff3D5mdBlQneLXebhRZYnFCNU0sPpj9X4VRbwd/W/fRPzz283ws8z+N/+S+VnRE+z3eVacHG2LlihRBBw+AJXbAey2WOHN+SXROi7/OdlWNGwbcOYlFLEXrI5vNLJkyAs5FRYXrhB0Y+DfRvrgO1XmJuxD7PNKcDPf1f/Yfb5+R+9WJ0D+RnHxXPo8w9J6aVJuipJHb6mtCalm2xZdEZCnSDLvKxrfvQ7k6ebUIxEycO6Tb2vwbqI4fev3qHxwzRlEbb8YJ3nTsz+6zFM8jwZxvqbwY75Fuy35yj3XX62h1v0T9Lz70lKvzzI1RRR6R9KH7O1E4dyR/BXeGVNF5X/qGLR5hkw//pbF+UMx1mMF2VWst+xVRdRWf5Wsm/jilY17zrQH5ssYwbg7EBgjnVG9nlqhvhV9sclj44rU/Ywg/y8vQ37sJvwv/2xfdh59BTTlwP1229/7plhBjvmGfyHzWK/bbs9/zHDeHsG+7C/q/32/P63P4N/z9uIX2Wfn2+j3PblZ9T8feXnOeafe/Lz/9L4VXPoeW/Bfvvun8Qm7NtvK/GfreAj+7BfBLoW+nJ7IPZ5qny3fivsl/vbHONt6/Izcl6t08jXd+vMF26t+/fEfJWSVfTswxAKik28icWubadk7A++0Ev2N9/3v8pHh+64hGf2gDTs5fBLfvgeiw+sIU4d+BfxP1byLX2ae/z8LSJcx1Zz/OpXjtMV2xrC/IHdOpvYPtssOOT01afvns1yQ0ZlkFSWL2VZJQ/8bK8BNLERvIT99c9em7TrRGwsBeg9syfxYEen74hXtslviD1YeeH3VeiFKw5v70H6Ozz2q5C9vYcH2+AInvbdtl95HvvoO3zP1uZ5HvvPFft3nu+0HbIIvQdeGPaGnY2d5XebpYZru/f45WXn2f/k2g1y+b4XBf/ee3vSxnaRJRzxtyY+8bMLxbVkdY29PfWJ5bTyqKhA7D07W7ii4mz7b164eUV+ampyhydodr1BXs1b/qm/4KmvHdP2wN8TOKUk5Ff5xNQdd9wxCx5ZS9M3/+jr74477rjjpyCn7QeS4IfsWSb7W/8bMmXloWHsSyYPkQXhedlDl6H6b9c+2KK1Pt5Gv2Xy4ICE7ZJ3UP/P9CGKyLd+hZv8mBHXX0rZyP5KMLMRuYnrwi8QOxf+UDf2xL/FPj0mpj/kLZEp9sIS176ynHg2izeRqzya+sxTLL/uZepD5CfBkwuo8CzFqz1PGhyz34tnvrEnfsrw4fRU95Bneu2Dv4iN5yeeTp9f+WAvJ4g3LO3HV176y5/hNz/FYvH/Aewb+R84hJhcAAAAAElFTkSuQmCC)
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,iVBORw0KGgoAAAANSUhEUgAAA88AAABMCAMAAABkmXUaAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAMAUExURf///+/v79bW1kJCQiEhIRkZGb21vWtrYzEpMWNaY/f39wAAANbe1lJKUoSEjAAICObe3kJKSpycnBAQCDE6OnuEe62lpYyUlM7OzsW9xZylnCkpIXNze621tXNza3tSQnsZQntSEHsZEBBSQlrO5lqE5qXFY95j5t4Q5nPFY0LOY0KEYxDOYxCEY97OhN5ahK3epRnv5hml5lrvpVqlpd6UhKUQc3MQc1paUq1SQkJS70JSnK0ZQkIZ70IZnO+95q1SEK0ZEBBS7xBSnBAZ7xAZnOa1tUJSxUJSc0IZxUIZcxBSxRBScxAZxRAZc4zv3oyM71IQGYzF3oyMxVrv5lql5kLvY0KlYxDvYxClY5Rjc6VCc3NCc6Wca973Ut73Gd73jKV7a6VC5qUI5qVCraUIrXNC5nMI5nNCrXMIra3v3q2M71IxGe8ZOlIZSggQOq3F3q2Mxe8ZEO8ZYynOpSmEpc4ZOs4ZEM4ZYwjOpQiEpXOca6XvEHPvEKXFEHPFEELOEEKEEBDOEBCEEN73vSlSEKWcEHOcEAhSEKV7EHN7ECkQQu/Wte9aOu/OOu+UOu+Mte86te9aEO/OEO+UEO9jte8Qte/OY+9aY4zvpSnO5imE5lrOtVqEte+UY85aOs7OOs6UOs6Mtc46tc5aEM7OEM6UEM5jtc4Qtc7OY85aY4zOpQjO5giE5lrOlFqElM6UY+8ZhCnvpSmlpc4ZhAjvpQilpaVj5qUp5qVjraUprXNj5nMp5nNjrXMpra2EnFJaEKXvc++M5u865qWcQqXvMXPvMXOcQnPvc6XFMXPFMULOMUKEMRDOMRCEMULvEEKlEBDvEBClEKXvUs6M5s465qV7QnN7QnPvUs615lJaMULvMUKlMRDvMRClMRAxEIy1pSkQCDFSQhApQs7Wrdb35sW1rc7e7+/e9973/ykQGTEpSq21nPf35lJCSikIIWNje87W72tje721nAgIGe/33ggZGe/372taYzEhIUJCUv/v/8XW1mNrY+/v9wAAANKXDu8AAAEAdFJOU////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////wBT9wclAAAACXBIWXMAABcRAAAXEQHKJvM/AAAsNUlEQVR4Xu19W3OrPgxnXBN6oSUOEHAap5+Dt/0s+76feJ9PL5OedLqddjptQmYl2RAMJCWE/HfPTH8kYG5CyLJl2cYe/OIXv/jFL37xi1/84he/+MUvfvGLX/ziF7/4xS9+8Ytf/OIXv/jFL37RI9buL37xi38a0iRmwPnwNJg5JtAvnJkJ9I0T0Z2diq7Z9oxfdjX+JX7DYciFSc2DAXeyUyDyIhPqF8PQBHpG5I1NqFeko6EJ9YvI4ybUK9LRacR7KnbDkQn1jGiUmlCvGHunES8P1yY1DxjPTKhfJF5gQv0iTU2gZ/hhqczSH+4vTsNvsI3BPsGi07Abh64J9YoN5ybUMwLnyoR6hRieSLxOyT7fmEC/8D3fhPrF+EQx6J9G486c08RgEsYm1CtEdBrx3o5uTahXCB6ZUM9IhtsE0iPk8DTiDYaFMWL8NArnh4kJ9YubsQn0DHWa9CwvTsOvH85NqFfIE6Xn4P2fyn4Gfsng9QgZnkYbglL2c6r0fCL7nP5b9ln8W/b5ZOl5dJr0/M/Z528T6hc77TMT4v4J/ma3DZhwgwbXc+JV7LNw1z14qBtekQiTrmQmfAwmDemZSXl9JG1ZTc/CdeXShI9AQ/YjtioIDzkkCrcQX7X0zETJlRSPJnAgAq+WnkWZLoi6SwJa17OfpSjFmGC4mJ1DULfPWzqYQu670V2HtjZcrael90ZV7ua22/Z5Y0JAP1bpyzhV7gEaJ7OwyVYkdnpmfhR6jn9k6gCk3KIhlBOGaQ8ZRb0Ay6RKVXwkxzKy8x83G/NIHS+Gqn1mwo+KApGbcZ52Km7UCrBsml4WusLil0m3vKhmn1n8nZalcOsoEzoENfu8XPu8ePHV3zEHdKmXTRy7upFNM26OBCnnL7CMO8SiDC3xCv/LC6PA0BE+5+NuKeS2XL9tZRmCe6F/UJzdu05TYcq2z2ziONHCC7NjNfmqwm4Wpd+OV2p+64qa/yxUdGeZkE6o2OeA+0vmO+nR/Faynys39QoHJ44yxtRWrw9Atbwt/JnHc1MPObfXJdUBgkr2I9XQG5d0QUadKFezHzbnnlO8t+SjxXAUNSjnj6jYZxZEnjOlICaQEJt8R9nhWdvUss/3WRg5Qy9MSBBizB+uYt4prw/K9dsl+wyY5Iy3xYrx94bKS9s+u2Dz5XzsLY6uJLPsMwt8MWDJYjQxB7qjWoAV2ayH0kTFf3YjTMksC4+20BX7zCRonBGCjCKIQcl5h1LLmZ1AVvfytcgsmZhyryPjgV2//Sni1LvZugRCdcspZMU+gxjCYZ7RLf3L4DYI3C4cV/xn4SpvppNFnL4GMdDNFh3qh+z6bcjcp/L2WedAVxMH04Y/61Kc2FO/7XvRgS2bjNedo6p9nlChQnLPKmR1wMZiV6xR7GLsven9I1Cxz/dp2Et9nmWfISETUTd8vqYD3VHzn9cvhmGmPAWWg2VdKiRr9WHLeMSfTPhqoLw7Ez4Q1frtq0/lpTldeJuUh33YZ3yBwj7LrHsbWc1/jsPoD27Z7Zw0mL3OOmSXMix5X2cTSroPQ8//hPhzIiToOkVx6ACU/OdVxT5Deq4yuisJmuOMN5W3Lfu8irX+AvGKnA6G7T9TkYepHtKeXYBdTd67mLc6LP9ZfGuhiOjoxry6Q5oa+yxS3ZMn8fjhmUa9fnte7kuovI4OU71+2/deCsV1s8DvlFNc1+q3BR/mT/IvDytollGr33bDC6J2ZarB1vy7gyZb9lk+ECnIeFGovjZ1ax52MNCl3kUsujQhjWp6Zq6vfMjyRDx/mGPZRcbzKWyYm0x84ojxpvow2z5DBoT469m1WYejVr8NEOn42FwCVHVYNniu00WsDbDsM3iJRPU+9c7pQHfUqu/Et8nUgHV6kyD8qpjwFqiUtwFxWDIYqpMVBdTqtz9Bf5+MA8qUj4UKvXMQ6uxu7bMYD8e+axTvUPjDipWch+jEbBE4XUyI5T+vtB29AqEuB+xFCwBy47fD/fI9/rOfOwoaTE2mMXf8TxZEQzJZQnGIm49EuXAc3Smwz43+8/80oRKCxasJdUbKa6/rZt0z4gITK4EoyNVk0NQOdyCEU+p+9wf8zxVs2bmX4vYI1NqfQRG0fb4Ndc/VTlnSD/Z50tk+hxUVWfqjImtPMgni71Te5l8mlAPss4nHeOh5npN1y+kTpxL18+G2ng2wzC6o+H0gbP9ZY+ljPInIo2pokXUxeXv854lXLmgylf0ZXAVDKMSsU/0kNoY4ZcklHI+HQ4gmxps6/9TanwFMWXlFF2zGNrtA1B0fX12M6bkUX9fc4+ol2rYldIZln9fcSzHff0q9einjMNT8ZzE29lmFuoD1MOxQqJe1DtHxO9+2OXezooBaefvKlC8Bbgr63I1yo//8oEP307+Z43mQV3RArbwN/nOZ0Jp3ypDX71XtHQweU36Gua8pul12aawptz9/j61GmcQrO/oPEeqEoHosN6QsSmLLpkxJeSgzYdyr2+dV0lAdI8dZx/LPFim3ihMDEUReyCuFzw7wQ6MHCJBuGrtu5oXHJmi7/Vl5C4w1KHd3aOywUEsgIn3X9tkfOaAf+A6jw4uEdfvslu2z7513k0eN3aXvGSeJZVDIW046+c9nDf5zqZzF5GvYrUa+7j/b9jnmnSpAZFjRXoD7he0oeXpevh1cHw0o+8+1+u2SfWYq5JeX6djBeqw1H6lPyFh9eNUkfM7Sy9TxHEzPP/vPBHZ3fB0T+34xIYP7aTD2vOMttAqn23wt0V1kJBRJDheuBbv9+ezFc/xkkr4f/fFZzX+G4hMl3yW4CiSMudOhlrCenuPRtt7qCPtc9Z8L+7xM3pBdlbe2HYQG+/xspbsPZZmn1kgWFYUC/7lEZ6W6abLd/kwQunTpDrVRfAITSdnxQbD9ZxPQ8L2S488yRwW3QXyLrXirJATZsNe/cEKFWQCIb+MVlrcb/edaer69OVaLAZX+YQjwOYpKzc6wEkheKZiMmrKqQyBm1udra+V8pX5W6vTQEQ3+c26fwy/ifT7skp5r5W3wn/+HCWIm3dU+1/1nY59lFkNRBexzlxrCavsziKHwnzVY2qGUAuIdVvJx2z6L9LKTHOr+MwvGFFvrmc7iQZc7NAHZ/rNVBLD858d0UXovqmFx0SFhl4tSqaalfXazHpIzq/nPAOkcn56t9mff5MZuSOXjI7C27DPw/2c+ldnRzfB1+1z4z0F4QbzHoXO4UJrs87gP+7zLfwaLkSml3iKPv/09WCh1+7zmw5LfBAg6VbT5ww8TMoiHuv1ZIyY39HDU7PNVnGm1AxeMSIq0i25Y/bftqhnwn3P7zCTkFrk+g+P7qSBPVdRrquisAIcZH9WVvu4/S3V05RKiwT6DUmC93HGwEsiDrioYrC+ObbaSs3rNl7sIgyOrt+v2+TGv35bOiHgPvKiUQ7XEf+k/p1jPtjq/iKJohn2BO3Rrr9dvX1fs8+Bh2639ACS6DmILNyx3m1QdRIsA+2z7z25m5LJMqRcQVlVRE8hh2OM/l+yzjBlYEqrdZC5GKryUn1L2p4zHyuKrlvZZqoSqgI5M0+y74QvSlTq6/GrbZxnp1O06B3Z+raHSfxvxlHZt9Smhbp/z8rYw3Xsgig5/ytlFpXqC/OdCwcA+d6vHq/nPm9x/lq77AD8wS+VB7Vqinv3IyOpHAE/mXWKwyX/e0lm/dCxfVeu3XaXtEFDzvQz7y62dvH7+EOzxnxNPu1/wkMBdBQtvAiUP6icNG3BUdYPeg+MpCFzFkKfuan+20rNQSjL2dO8ea6Sb7LNIj622wgRS0oOl8l5Rcd3hsT1V1vXxhhJHu0xHYXf7M9hCzC5Ypw6r17UEUml/vutWsGjyn1/KovW7tVft9p9X99SdlPl3XRTOr3xfhf7zNj3Hs45uR+X7Kpn5DCDmMRtcP1OLduyUurW3xh7/+TyvqxF+eo8tpossiLNUCykOQzDIgPvMG6XBrcrgOHv+uf+2TMFNulN3Ke+Ywedg1vgkwsVyg1A9tFdV+ofNZrDLsk4f55RRs8/Mj7LDKzBrqLc/c2OfB5JjDMYRNXUfiAb/2eNbV7J7/+1RNYYqxYe+2p+vIyMYkWUuAyXuq/15tG1GusqstugDYPnPG5dHmYIlRS1b+vjFKMsuKvHaCjv9Z+Fyz8tiQAApEAQ+hX3Pyzu3gSE0nQvW6QiPo3mOZ95rbUgB8J9L/cPAeBgcXTC2+oe5UZgmtyo9NtUB7P5hgyDic5m8dKv2KMFuf14JoIkFm6NRcUiZCLh380d/4eDybOpeprKDKa2mZyaU5wRnOnYFtt/NRZcMuVreZtPUi25LgujW/lz7vkoEixAKghCUEWhnoEx106GopGe29sPQz5Vc8I7Fbdt//kNJC0E12izjt67Pu3j7O/1n5k6y7DVLs8v0MlUkCqk4L9ILCwqlp+P45ab0s0z93X4rY2DZZ1dl2TkOLHqpv/XsDvZd7pizVjyKuDq6sA2ofv8cp9n52/Fm37bP6welOrhHDaj4z2wOsfCW9091QdLdhFJtr1oHQFY9aEs/hWdk/rTWI6IFKtnPFSpNhp8FGHw+vHaRS9U+38egaIryiWVwE/GXrurm2+lZQMaQTfKxLdZ5JdbBKNvnzfzSJIosJpFCWQKCdO5Q7PGfa/h8Wm+FsinJ517UEnEJTf3D+kDKy13MPoXsNJ5MHbUKJib6oCys+m0hO5SBG1Hzny1clcYeOggN4w0hujnNJQRNXRSOR71+uwR23T0Ca+XtMroNYYSotz9bEKYgdDD2+M/tsT+SG/qH9QHGTzW+Z6VetCc01G/3glr2U0HHgVXq/nM/aBg/rA+cit396bk71u+nGRx7T/tzXzidfe6Y/fyAiv/cF9Z2/7DesN8+d0a9gqkf1Nqf+8EJx/fsw4erQYb86BGsmrCn/bkvTI7uotyM79OwCwbvyJbmZsgTzY9xKnZPZp9PklueKvsZJF+V/mH9QNb7b/cCy3/+xjawnvG09L2JCfcLzoUJ9YpPFcYm2Cukw02oVyz9UWCCvQLSswn1i+T9ROx+mVC/WEJ2aYK9wh2eRLybZNstm6UejlaoF0cvZto6s0fHt9fgfHbDcJEfzC/JlwUssL94994xaA7idQtDNL+y0zIcEQNmQaKwMhx0/WkCHgSJQ/PrZXHC0XtOk5ZcIt0XoDAcLgy7BWEjCxPWP/2sw9ae55jIgh0tGFysXbzuoD/wQuxuWSPej1QFWBYePECrmf5rBovTeaDtol8U/uH79iAs+t1LBzotQNcbmR38QTSav2bVnDpkIcC9W/u8SZ3s7vX8NdOLXiHMXhHA5e41e8vD+KMd/NEJTUXB/zzLcEQAupQOYoAuLB7UdXEWOQ14ICzFrxQ87EcrFY2QX72j6feypOFQi8EsKJ1cVt3WuGTqOfzGbcFsvoJrikP6WQet0wXONkok6BCtdIAeDaviUPslU6AN+Y35xmyPW4ZD4Fpzrxf9w8VIAn8oONhq7aVf0z4eMnjlYQpnt4v+Hbuo9N3Bh8GiVwVy8pW4/nFNN6ssKtlnfgPli81y9blcrhj+4I8L7eZ/OvupL8sP0VEd2MAh+G1gDVhuVmygvAldiQdXcEzfrelqYp3+jI9ZwSz8PzUDekdvgKn2P7iHGFyq0GXAnaZDVOy/pnzodjV1UgrrAyQdOm0u0a9yyJp+WCCMB8hv8aCcmP7h/gafpZ/Yei2j5+UAdwoqtEIFIf7pCHBwyB8oL6G8Pcjv14SRkA52/0N5OwIpAH39IBIDEsbzcIAeXtyASpqLCAN4W3kf785V33fW8MJ4gv6ab0O7438DDLghp8fQAUwm+gd79HzDSfHTu3vXcD+8f7k6/kT1YQ3fP/eCf23+qsr8GH3hH6vf/nua9qrT1W9Xv8foB2vnNK2tt2X7fKr67dOk51PVb1f7h/WE/1ftzx1xqvrt5FTzS54oPZ9ofsk/DeOH9YH/pP35JOl51fR9VR84UQL5bX8mnKg/ycnsc1D9vqofrO3vq3rDnvE9+8KJ7PPnibKff88+n4bd2YkU7jT2eX2q9Hwi+zxd/D+Z/1lIuZawAkvIpDyTa8FgD37yuvV8oQ39w4igxkacrbt1va6Ov33vxvPtywCfAtg1e4egnkAe/2xfVqzPzs5MP/Z794A5karzSw6ugEMQru7kJuJA5t3dNjKO2xsFu8PV8gn4Wwvg0fQP1xMBEZi8jVsLpME+i22sMTfQs70gGDwDnql3Hksv0oTq988MXrageyXj261EMQoLuuvbeN+niY32+TF/XWGpxhNKyDxzuY7LH3fVUe3vCXEeb1ksK69wS7zfx6WrGlDtv83c+VYMCFYM6lBWDXunQU/s+SVrEfEYZ5zzLAZ9Zq7i3JdMJilP3ybn6aRlv6SafZ76pQFlXJzJ87nDhG+biv/svjihY77OBm59nCD0RX+jfRiq9lkEL2nxqgLlwfWntNNMBXetv3mUX5Xsck5zmPrU/SgGUpkRAoOQb760aQHbPRAQSYQ0xl71IkiL2SXvJ1nS/iPgmv8sff6ad5WSwO65ykkF9MCAGH6gF9nTpapS3pbKGQ4jI0ThZ4Gf5hLVUYhTNkBkx5mf7Bt1rj4e4GDwkUU6/uPvYXjBc4neUxTqKH30U5DJfM8HCBX77F6qwM9yFiWSetYyXcObKxrsAzA9h53Jnq+Upnb/MJmB8vL8bkQQ6dGG4M1BoubrML1jBgJ5TFLfP3+wNdzqH9ZQBMD5Mc0Ql8s3Pb2yG3kXf9049aJ2UyL7dnpmcjL0XvI7WRp6YRjiPFyHwu6/LbNUZcNiip41H41CL+ryLY+dQK5wWO/tt9qJ43nveogl+cLdT5e/tfxQyv6+Ct787j18D/X8ktMoEyyZ6VwOYvLj6Txq20nW9p9j4A/Ivnuj4BN4v3328tPs7SJhkB3lqfAHVCaQuRI+DdVMeMwglbn5vE2Cv4OoHeLX5TfXLLjYZtc12MUJloWzCMe6R1JMRQFjvhn4BjgIMQrx8tXf6E0wf8+kBg32eROHXoIq4kbDKBp5jlEGENF76H2jHJb+l48y2eOx2PM/Tzlcy/7mk234Qw941NrAuVzG0TmV5GR6I1kMkYo7jbDts7gMIx56pRHCp5EZimoepaAaXOf1Me1ElLqXyZdiH+rZ5t3yn+35qwzcLy+iYTSYonGNBuzS+waCT2nLIQkq9plJtzRyYTz2cbTffPcA2N9XMR/fOAhHenCLZXKOowi3Lw2XULHP0lVmTECASLMY6KLMnjIaIXAyDNp91l/1n8Hi4JtjlIsxDknFUnqM66BwwDy2THhW9sP8FKkG/hdlbNKdhI4+vQwWOHJ/3Hbel6p9lu6dZ8YPW01orNNkSH4UC1J8IolapDQ8XrZHMWz7HNz4EmeMHaF1D4Y4ropIRz7anI2fJTldN/oCrmWkxyttQkN1vLwZEZ8sTWMhITvS+Y9I35BfojSnOJE0d+8OWN8/s2yBmQK71JmkfLsDSuQH3F/SmYymQRYZnr/SO81Yv5eGZ8OcSq7j0ozVOG1uRgGO78xSGrNszTFzYSmNXOI66G9Webf957LBKxCEekKdwJTVmJlYB/K5yza2qe4/B8UM3o9HjNxr1W8zcj6eMi2FweN5S2egATX/WTqFnH2dpSFch8wVbHYqmYXq9xj+9s0TncUHIaRknEkWX8VMKPszLPssbjUz15GZg1VGZgBj8U3XPbadtbCeQNyRGT9MzshmyRm9udCjXRDiEWXU8UKPHdkEy39mAe1IjlO7wJsTq4EuZMmtk8N8bazeQm2zGlC3z5C1RSEUUgYuOQbLZKQlEWeFN2CyZJaNgp1+WVIub4ux/pbWD31MKsnWnsYLGoUoDjEbnofPuDPX07w1wrLPa584c53CQMdZ+k7vGuhXDkgAwZCG8EjwmJlxGHgnVnK0qN8WGU3sHmtPBknooT7XUVG63Yt6/XZS2Oe/3Yfl2tzU2WXZu9bWIO1kmgm1+u3t2J6Sq1wZcFpEVIJ8psgfIe0eBG5a1Bk8vngKSVHW4JoRxJP3ogyzH5Z91kPfwd35aOHuzIyKNx9SIlxeeq+t6DbMXxVynUpVeIPzz36k7xix8bgQ9X2qx/6SkZ4IrwnW+GFMUmJhynu+h7t0XwjXwXTN1HY4TqBHmVsQ7pwxoja/JAuyWOddLlFFIrgnstcigbpDMvgr5WU78x/LPq9fRmjaWEZxJHkxwiBTI8pA4SExJRA0gMLZ/SW95T9LnKYVDXo+3KsLTrp3DmkXR8DG5BqjCkLJhVJSvAD7YowM88OyWWtjn7Esz4WkIYUQ7FwPDCd4eQKNnVjV258Dk56XT5depAeF6YCx9SIEkerSB7Lm08DCHVBrf57OjH1eJaGTBno0LpbqosDHi/dW46MJlfE9s9FXZubC/hNpP+/6GbKG21ArwQNGWhvY/jPqEdUEaSUGBTP2GawepXVlzTK4G+Kimp7z8T3hzUnK7M1LB6v7cRhNTD3yNHqndAfi31m4CEyOawESqoACjHat18848L10Qu4/6OxJp3Cgv6g1PeSAcqkJGUzTAIokpVGGREpE5k6Y+jr95CWBQbDYPRizVb+9nHjovrhRCuJd+qNFZmqbhRl5meGbixsvQx3BnV31QmCf60UCX9emDNjd64cukqwdLRNIggmKhGRHJiTOed86g4hW3z8n4XuW177CdZl3g2F3aA/MuAt77LMYO+/ee7dB/JY39fbn2LgEMdaxhK3rcm3U7PN8ZqKbKWfoebo6AoRLOvsIMdkq47D957PUCT3vm+pf4+E7zhykk0E+wc7cGbUbR6up/XnK8zljwNxT7vQImTDJHOi3mt+0Xt6Ow28qnIA6abWDrIGBkYIoDPVge7GZRASHgt+lGYlXfy2chn85mDratYbStxosKQqHGWlnYBxLOdw5GEKVXaEUuJtl32LNn8XV4Cq4gCic6UGn4QUww1gGw535BNjnsk8J6SqKZUbzw9+/YRQ+01we8kLnYJDXKawwpp3P8W4xTMN65TO703nvJ7ZCTGj2Z5CofnPuTQZuLgakD7yT2sWhNW2APX5Ys31Gt7SUq7NXIgXJuiyu3ajP/xxQhRpg8yEDbuowD0a1fxhjMR9PyXgOxDR5BrruTrdoD2oJxC1GZmcizhYeObhyqA3NMvVeWuUbdv32iq2DFGuFQeRBqBWZMnnl6QmHIdKq2WAzmgb8iHkeM3+etWlDo0q2OwlLExTtQT095/a5SM+QNVwPViBqPvJm2OYTjIb0XCh3p7uarIKGKVRYhu8MuQDZuOsZuh8b4U4iz6MWFUjPJBPw8HY5ulX/GSt7BKTnrUY/RDSl6b2YqwtdoQ4arGfYi50Gpgwq8z9DWg25LrGvPsQ8HWptWDseVYuySy/d/HF0eh5AuXubumxIpypeuJnrweOnWKkE9hleNRhpewvpOVvlYoAIeP3I0/N8aM18Wvafo8b6bcQDmOKCMxBD5MqpCh2qJvsR+/xnAEucTnM3bqrFCWxR8aJ5ztOHWrS0nBU0+M+lyaqv5pzmvHNDnZtBQtGC/Qn1/mGrW8jt4VnJUJfwxRgYBuESOddMS/Yjau4B8KQKlqaRzr4hsejhUH27fLYTDfZ5pCuIXceboJCXeVECnDjHwxIoKBxlHk/wsF0OaVN/T5fGpsWsLN4sWbDIqwKxlhezjvxB0tmZx1WG/6fZY8Szzl4I7HXrHE5TMkXFDFG3jkcFpCZUxvcc/IX8XG1NNqRvfGc31LkqaMMlmy+0amyA/q4K42nD+CTxhdYohelK22ff01X6mJ5ZkZ65dwd6okUcQ3rGrYHtP5cSuoU55EpF0QH855mfqEy1q3JqmP850AX2HLEpnxyIqn0W6yALS1nDZxJ2msyqyX8uH1mTGrhGjhBp7RzSWv8wACRatQH7rMtZWHQHpda6CyW7cjztRkP/bXlj6lVQ3/RpoE3Vd4Nk1G5yut3zY8iZp32vIj2jGqE08vSMD7NTwRYNxQmmUqpIAD2N/CBJvSIZMp9E4xtFFpCed+icPb7nh0JtLSbmQ8TcTDKAeMxQT4BN3Q8iNlMuN8Gq3waaSTb2wsttjAPTN/eY02htgGTGpvl8nnvEAP5ztTC8NpU/wTlST6h6JhiZInY1PcMb3FARaD7UNWYGrfxnmanUK4ppWEwRH4LtkGwNP9hnwEQXtA5DzT4PloNHyOK31oeZ+sAD0eA/l+wzIHYupgMZaq17fNltiyw09t+mmsFg+E6yvQbHEWfxpkhzhw2GrAkN9jmeFeoJ6Zne5gMMB6XnScvJ6WR9/qrwm6wN+Ipkn9H9zNV1+YptmqB9xDMUBnZWotf7b7Mg788hlBNlQbrNJpASRGHizehB090yseq3V34qPwcM/eecDVDhvOCGkBHoCSiy1kPIjXbK2rbPIrtZC2X6v2jEOAMppGcyHQzeHAowuviOO7vEULfPzNfJ2R0HA7YC4Z6z1WepiK0wu9Q7GAFvWu1W4D+XeQ9Kn3fu8J9XHyoTQDCXMnszbkdLNNjn0PjPBlPHmsGoJZq+rzKNEgbx8M2EDkEtgaxt+zxgYyjDClOo+Hjxtg2a+yCchu+roFQLpt5k7pDv+iAtM2mzU0+njajbZyhaFgkCfH86vQK7T+KC9Fyc3IdG+0ytRZhaqRpJGfOGcL+yDbyIlj5cMdmlyLX5qwbzbX0oY+KJTJHZx8hQmGR0BcbU1HM3wPKf19y5zC6zdPEepTpFM7/SL1ct/pLDgEevgqFVp2TB7r/tLyDSwXd939pEwbEpCbQBj0ASVuDm615NuLNLDGCfTShHnE0xw11mzgvwnnHPSf37aaizYyitTXASyHwH9UQXCyEvKvMebIcj3WWfIeMA8+RrVwbwYfqTtMXP9llGVL9/GDZN31exbFGK8XmnGUJr9vlhaJs0lkKSuM/eaV6WNQi3FfON9lmkIAnIK6kyZYpNirGJtKQ8+9s+1O3zn5LjNDXtz59B+IzZDlbYtKLbWL9Nd4KPSDnYk2ltJkgUNeSmFNVy9r6zbj6pmlhX2Z3sg7A8cVOAEyy5M50p3ZrJuBtgsSuziEecR6HncKrjgeSsmwYL0DyvsfeMb7Tx91SBWPZZTwhWtE4R7lEb4AjZf4xK3CHVEKYBrgnrd7t+exObbjlMEet84S2iTAjjLsUO6PW62AkfdLEA32xE75Cj5D9f7eofRnO8QSwaxwvbn3W7YCs0tT/bbeCmPuRQNNnnpTUYfvyyU557UK3fvoI0YR15xESYv8Q0AuG2QZP/DD4T+M/LTJfLYkzCWCmLZ1TYrt9Hg30OnK3A8/ptSGNDdBogEVJvyh+xu34b+URVsiZMd1PkWmk939dnruo/S3VL/DDDFbx/WRn8CJ7xmI4meNoPd07yadnnJX4AKM/iKFQSC6XMv6PkvNpKVGGuJnVlIZRtVf74Giz7LCP9YvPFNgP4P6gNG5P9us7MxYZp2lnjzg78WdjidbO5FsPmA3mXONP/9GywykbUhA2pV+AHFJSB/h0+Y+W97swKIi8Xlkv123WHlKBjCrYXkIvhM5/gUYeUt+v2OZ/xF8pXtDHiPgybpvGGzlLqSarpsqyDW95gn4v67U8d6w+XqJLggqHogrBVp1e43rLP5s0DautyF6SnCjWZ6U4FjLed/bfWvMayUi+qvH6b+jZCdj2dtZy2sKF/2Ei3P0PhkqzUwxDVwLwIuGSwdh3K43zqiN2MSv22i/0a2CdzTRd+loXUV87QFalCdU6wJ+zg/qXsTNmo9Q8D5FkjC+7AWV5u1gGIVNO9pn7GS5/yDigx78x+8PuqbVLP55SWOEMjY2T+ghcU8PRihgXdCXXPdKknLFDfnSVPR1ZiczMooTF2HxfleF93V5o75CYrKvg8DFG87A13rsgTAd6/rPj8qX/Yp8vHxhgrTxfVsIVmV7e7Jvg725+hJB8I7JnXUnVtWPZZuDHwJNQYtUVk6DYJ/7Wd6lbQ4D+bNDFPsSswyB7ltEoWUMR60l8gtIDV/ozfTZwNWJxRe+qnwm9/wCKiWgksv0GZysp296BWYSy/L7cOQF6/jSF0Fv1Zy6JQff6qeZiX7GL83pVlWF4TCqNQmChc+viZleB7avxt/1mOFykOTJmaD4julfl2UmQZToVsysnikrplOZdbZa2gaf4qTM9QCGaBw7M3eAg277opNsvIc/1pouQok9vS57s1WN9XQWZLJsLHHhMxasPVw1uCBe1lgu3QUEogbaAZX2Fnt16vrf5hc/5FI3TebHtimC7ryzeUsuSU4d8rvUPNAcA76kmF9/39t0HhsM8D0nqMI5zPMpDzS9im+ZfiLVCxzyuZYOsXvjfDfippWky/eRCY9f3zPAqBUvpGfZ/Ai4G9zO9g9QEV+4zzr3rjGFNXEHoRT5UxJcKPVJC2LdJfWfYZ3zxKL5Xp8CIy7ifmk1xQuTSZ8Le2Aq5lPwEvGlPFbQoS1nH1GfM0ULztl6nV8jaKIczmlLdvfH4eXNIXnQKOoqjNCA9CRb4/TvdkcVb246JOEbDDNxNJemmEC1E4BLqJiUKZfgc+173FGtE0PsmauuSgqA3O4Ykjb5amr6TSgAc+BpkUnfIb4A/LJ4WaZUGQvWAtmz/yopdUPWiGwe8FbUj1p9RswidB+l35NrmMaal+GzIcw2DxRSpWNuo6pWvI6nxO3WpADNkz6Emm9eSB8zrvP/jP6yAI/rqoy8vpX/zMbC4EfjAYT9t70JX67aWYAoEHihqpSrI9FLZ9TtLvgtTSfYW0Eu+JpX3wbYf4XsIL67EjHiH5Zv42A/yrVPvJWO3vq8CupVlQ3CyCiUpywtJXqr1Qav7zgypKT4x4z2cFdYFu6y9Tq+OT3LuFGEDAsVK+i9ryKdUYcriCWxHcqa2EGlBOz1cCVYowBx/0T5AEeRbM3IxneVoBiGS/TKr9wxBQiAdJMNc8IsD7oTD4nfpTNKmIzR//Tt3u0+XEscqiDN4cXh0zRYHakMg8zbJ4onyd0vRlfnGqAXL4vT0rDX9BsJ2CVwYmU4Q3v0tyRflI7rZ6sob4rH78UGp/3uE/H426/1yCKHknh4FV6rdZmdRn12lSATX/uYTKBKHsOleMn1H5vgre3Mo9ywwvDxl+qWqfr/JvrOr4FO2zONk8X2yOkiCE/io6x8d+ye8ZD3B9VuacPVpCWO7nve7u70J1jtcfZFLtH4aTz+aRfl/VBhNAfOxX7LJ9/gklia4s8TbIpFX/7ePQMH5YL2iq3+4D9QagXlD5vqo3NPQP6wMnG9+z1v7cC2rfV/WFSv+wviCbvq/qAe36bx8Fv2XHxUNxqvG3J7s/3j0Goqn9uQck73u81e44WXoe/VPsDpLhSazGfzG/5E1EI3daOJPrM1jRgiN9XsOKtnJtrvgJ4tw7t8gKPWTodbHTnlYJ11i/Z7O7hgWYpNXZmtg9HGvxNgrwNXHRR+ilMQQsY8hwDIdy0bTB3HkWZ8gZ3qs3OASpJoDhMyCLhHE5QLwq9CFG6AZDeMsPkCKB0Gkt95a017ETafY0qzmTcKumQzLJz+Bh/RA4CFsdt00QvueDRhnh4gp28AcRhgLQ98NxCMKveBV4Ts5EI9zIsWMb7sTL9XJttoZtWtF7FZw0A95EhQ9mBwHXwlsXt+NWU0HqGsS9pruT9tk6Dp/p4TZIpUwIiWsR5As93PxIUjjSrDlBEgLlVeX6bS+6iCq4MAv+vvB3gRsnimZ8Zi7Zjy8eegsM5KTh9pmhplfwrz32RwAbngeEbGx5JTbpEYdhRr2K8M4ZN7cjSXoQcqmpQojeAf/0xBbAj7/0vXQT/jUxvZ+fmXHaBT5aIvSGOU/0g1UBCOMDYKsfBa+hAz+Cl9nVC/zwTvOHH2iBfqgGMY2CQiXZgQtgF7Qh5xJp5eTxLjgKh+hcvjXIr9pFmdgtAa+Df/7TW8128aPjcHgn8GVCr3yFvtHEVr61ySBhWNFprTd00v5r8WK4DLxVH4OQjivY1T8dBpHDT4dhrWUG4eLCMNzaZz0+ahUvZtsZL98m0DNSs+0d9MY/vHYHqYyPlmQztnL432bbC27Mtm90i7afZddRut//ywR24IhIg+jYfXeP2qBfwdDbPXLSL37xi18UaN+WQ1his0ebFfwr2PskOtl2dQyQuV3/LoD7fvxZqO7/Z9glOmSo/O8ATbrygD10Ybdy5ABs9WDXG+1F9cHdGfn/D5D0VsvV54DlC85Suyr2agsmVVi3WK0GzKaLj9LkS4fNguc+V0sQLcO1uX1H6LOBwN5laVY0ke8nBvBH8wjb4SrhJlYri7l9/7qJDD6R+Nn3DLpi16+ZbvOCzyEhVhYkRAwSpybclizcgAvFLJAn1TDLHrp0Kj+LB2FFF5nV7kW/9R5lMBfsYR+fWd6vx3nTQnQt6sRzeWlm/b/HFQKS4IYyO+DgajX4pHT+CfFj/vBDfkF+G9jgGo78tGK4QTqYSulBSBjIAwE8o1f0XLp4cAVrBusNXIThphBdCnfQSvO8pQVPMiE4XToOF9IK6OAPAhheVcLF5chsvtUb/OentmRz2nj1/jWS0VfDmgL6GcAAyrpMDp8GIfrjRXt+mi48Qd+2JQJn6An6uH4qPogiRl+DUaKjxRBCOjmz5ka8FwRaZg8O4T8Pw1nYYLxg7KGGF6fqdHMa+lhxEnUCj2pu8AIM5P+cnNZHuKN4D1hRCOnmF+JDTZBuKoUpAFt4QllNiCyF6VVL//wGfVf+g106UX4MXYR04YAhhsfMqf8YkFAGVxvYMPP/LLYYP/pPByEESRKT5QayRdjbt8pjCS9HCvgE3EFgGI/AZZjQ9K5+PF6Ml+MZ/a+G6AJiJr83p0AEdapHUvqpuILDK3jocqUfTyzq8zpvMo+kF6N79CnDoD5PL0Wn8KXMjqadk9q3zjnEMAXgPn0OMnx6Lqz1Bflt+M/3mxdN1giBCGqe4K9J6T+uUegY1hejFOiigns8C/LBsI6f/GIQVy4WIq+fnIfxWtiUWdVPKIkllzDL6ehdfQH8UABABlmi47BHAb1sn6TzizweMP9AQvQgilu6k15Ts0DH8Tn6eTkhvZ+rCQrBxAiygL98q5+DF8GKFiJPz9YvoUnlQv2ELVxRjkZcdmEw+L/qGYjrOc978gAAAABJRU5ErkJggg==)
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,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)
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,iVBORw0KGgoAAAANSUhEUgAAAaMAAAFACAYAAAARRRPYAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAAFxEAABcRAcom8z8AALaySURBVHhe7b0HnB3Hdea7z16H52d717a867C2di3ZpjLFJEqkxEwxJzETzGDOAQRIAARAEiQSSQBEIDJAIuecc8455xwGcQYDTMBgvtf/HhQ0GNTc7lt1uQSp+vQ7AudO9emqU+ecr6q675n/ooCAgICAgK8ZgYwCAgICAr52BDIKCAgICPjaEcgoICAgIOBrRyCjgICAgICvHYGMAgICAgK+dgQyCggICAj42hHIKCAgICDga0cgo4CAgICArx2pyKi8vFxlZWUqLS31khMnTsRi+10aMdfTl5MnT8b/ms+M2K7LJK7XVZVc6UFyocvoOFf0IEFPspxrfcq1Hl9d55oeJFe6cq3H9rtsJVe6jB5yNnxiQyIZHTt2TBMmTNCXX36pXr16qXfv3l+b9OzZM6N83f0LEiRIkCB2IUcPGzZMO3fuPMUuZyKRjHbv3q37779fDRs21KxZszR37lzNnj07K5kzZ45mzpypkSNHavDgwZoyZYq1XXXCfSdPnqz+/furW7duevvtt3XTTTfp0UcfVZs2bdS5c+d4oOPHj4/b2nRUFfpEP4YOHarhw4dr2rRp8We2tpmEa6ZOnaoBAwZoxIgRsR5buzRC3ydNmhTrok/87NInBFtg6zFjxlh/n1ZGjRoV250FCXNoa5NGuHb06NHq27dvPEZXW8+YMSP2oyFDhsQ+YWuXRtBDYDD/2fpjVWFcAwcO1MSJE1P7n00YTy78kWvR4TM2o2fQoEGn+2Nrl1bGjRsX68IfffwaP0QPNvexNXqYM/rj49f0YezYsbEuYs4lPyKV8yN9s7VJEmxKf4hZ9OBPPjaaPn16nNOwNznO1R+5Fhuhh1y9atWqU+xyJhLJaPv27br66qv12WefqaioKN5yFRcXZyUlJSU6fvy4Nm7cqOXLl+vgwYPWdpmEe+fn58es2rZtW1122WV64okntGTJEh04cECHDh2Kd3HFxSXR/aJtYdlJnTxZHkmZyiptEcvKov8uLVFp1CeuWblypdauXauCgoLoc7exHT58WIsWLdL69etjPbZ2GSXSQZ9Lovtjm8WRrg0bNsS2jvtM/6M+l9iurUZ27doV23rr1q3W3ycJ4+LfzZs3a8GCBbG+oujn0tiW0dabPldqnyTMzZYtW2Ln3Ldv32n92QjXHD16NLYNY2PeXfUUFhbGQcH8u/ijEXRhI/yQceGnLn1CGM+KFStO+6OLHnyGOEEHY8PHXW2EnqVLl2rNmjXxf7uOi+vwH3SRT8gFrrr27t2rZcuWxb7kqodrWGQvXrxY27ZtO5U37G0zCXqYb8ZE/DNG1/xIHzZt2hT7NWO0tUsS9GAT9GDr/fv3W9ulEXThg+Q0dB05ciT+zNY2k3AN+ZHcD+FywuZFRtddd50+//zzU5+4gWc8TDyOTSJwAWeNTNb777+vO+64Q88880y84sIhKqO8LHKI44U6Ft2n8NjxaIKKdPwYPx/T8ZKyU62k49F1Gzdtjvq1NU72ruD+BAiJH2d0RfmJYu3ZtTNeUaxctVJHj0WJrRQSPamyiFizAY5IQiLofAD544wHDuw/fdZbHvUlu95UzD/BunDhwjixuYJFBX7E2CAmV0DykNq6deuc/dEAG5H4CTofMB76A7kRxK4gCaCDREJycgV6Vq9eHSeSqjGWLfBHdJFoq3tmkAbYGD34ko8eFiAQ/549e2Jf8AFjMosjV9CHHTt2xPmRvrkCm6AHG/nEB8AHIX3Iw2f+uZaYZZf2xRdf5IaMfCYfY5OsfYzEKo8t6HvvvafXX39db7zxRtwvkgHJLkZ5tHrevVrzBrdU84av6e2WX6rfuDmaM22CRg34Qt2699GQGSu0/WixDh/Yq/mzpmhctFWft2SzDhSWZZ1kAQFPwmbiXJLIyWP7tWXpdE0YOlhfftFLbTt0UO9eX2rUsMEa0Ku72vcZoRFLdqkSjyYiLy8vdmyC1gd79kSBBhnl7VJh3gatnDpWo4bM1Oq8QhWfapMGzD/zxC6LVZYrIHv8iLGxcnMFpEayNqTm49sEP4kN//TRw3joDytbiMAVBD86IDZW3K5AD4kD0vYhNYA/oovkfzpWHYCN0XNGzDsA4oBAWKzhC65gvhkTi1EI1xX0gVxLfqRvrn6ETdCDjXziA5hFDQstn/nnWmL2W0dGBBjnoY0aNVKLFi3ic3om7/dkVKaivPVa2Okx3XrR3+lf766nT0et1Po1K7RgbBc1e/UeXX/LU3qr4wwtXrVAvVvV1mM33q7fvdlDEzbmO5ERk7Z8ebQzOoOMTuhI3kHt231E1XNIuUr3r9LYTg30/BNP6833O6nn0AnqP2hQRJCjtWBCP7V68z5dcksNPdxplg5lsemq2Bl5ktHJY1q7cqGmzF4UJZNd2rtskNrW/K1uv76u+izbr2xmMZBRMgIZJSOQUWYEMkqBXJCRuf+8efPi3VH37t3tRyMl+cob/66euuk/9bPn2mvgGkMQ+7Ri6Lu674c/1cW//USDV67VmC519dC//1Q/vqup+q46W1fyiMtVWHgscsbl2h5tRXmecrL4gHYsHKxmH7VX055LIxKx0dFJncjfoGktn9PNF/9aN738uUatOqBDBYVxYtsW2SpyB+2c01Nv13pdz342QduKqvbG0rvIRtgpL2+/1kXJdm8UKDYkjevE0T1aNf5zfdigtj4dMEM7Dx7U/lWD1PK+n+qKi15Rj0X7BHUn26cCgYySEcgoGYGMMiOQUQrkgowMSGiQUY8ePezn/cWHtWdsPdW88T90fkRGA1YbMjqktaMb69ELf6pLbv1UQzds0/S+H+mZH1+kC+5prn6rIaNoZ3Vwm5bNnaX5i5ZoxbJ5mjl9tmav2K2C0hIVF+zV2vnjNXb0UI2eOUezJ49Q387t9EGzthoxc5kOHzuqg2vHqturt+n8i2/VTQ0HasbaHdp79ITOeOxTelDbZrTVY1f8ROdd8Zo+m7RFpOjC/CPxw/BNkRNUtMvTinlzNG7Ssmgu1mvJ9CkaNWBy1KcxGjGkj4ZMXaot+wtUuG+zVsyZrTm8wTJjYvzmSu9hE7Rq8454h7N3+RQN+ay9vuwzRyt3H1VhwQ6tnjpAX3T6QiNmb9LeYyej/hUpb8NMzZoyWKMGtVGjRy7Qzy+9Us9/8IXmLN+gLcsHq83DP9eVP39MLQaM1uhx/fRlly7qNWS6lm07rEwHlIGMkhHIKBmBjDIjkFEK5JKM5s+ff5qMrLpiMqofkdG/68dPtFD3ubt18OB+7VwxWt3efUDXX3mnnmk1Q2sO7dHsPh+o5o8goxbqv/ZgNMa9WjCghZ574wO1HTZDKxeMUMe3XtFLL3yqmVsKIm5YqX4fPqJfXXGFbqvVRv2GRUn/41d1y6W/0d1vd9Xc7ft1aGNERo/dqB//xy265aPhmrtpjw4c48tep/oXoezAGk3/7G796Mf/rkvf/EIztldM9pFop7c0IqONG9arJCK2/EN52r55mzatW6Nlk3qowX3X6JcXP6R3Pm2rz9t9rDZfDtOUicPUs2lzNWs5UOPmL9GShRPVvcWbevThR9Wg62jtKD6unbM66oNbol3NdXXVYcYu5edv1YIeb+m2i36l+xsM0sJ9EVmW5GlB//Zq36KZ+vb9RA0eOk//ecnVerFJHy1YtVlbVwxW20d+oF/8MCKoln01ZFgfff7Oo7rlprv03KfDZdlYnkYgo2QEMkpGIKPMCGSUAl8HGT1x/b/pe7e+pHc7Ddawft3VsVkD1X2noT75coJW7j+uwtIDmtvr/dNk1G/Nwci7DmvVpIH6vM9oTVu2UXtWjVXHmrfptsvuV4+50e+PblTvhnfpX3/6K93TYqI25B+PdkKD9erFP9XPbnxLfZft1LEjizTy1Qf1i58+rBrdV+jgibOD5viueRpS/8c674ff1R0fjdCKvIqjvCNHDmvJ0mVat3KR9m6cqgHNa+vRa+7Tky82U/tOTfX0b36m7//wDXWavlH7Dh7Uvs0LNarls7rtnhfVeMR6VfDBSW2Y2k0v3v4L/eLuV9R+UYGKDq/Sgk41devVd+iFDrO19XCB9kxtrccvO18/u+sj9Vm4S4e3T9egHj3VbdAi7Yp2QZ1eukA/u+YOvddrhvZGBHJ43TC1q/ET/frCh9Vi4jYdKYl2UtM+033XX6ALHm2sYeur3xsFMkpGIKNkBDLKjEBGKfB/n4zq6ckbvq8fPfKhOkzeoK2b12v9uvXatOOAjp7KmSVlBzX7NBk1j8ioIkkW7F6nmeOmavLEqZo9vruaPHS9brr8HnWeFTnbsS3q9/59+s9fXa9neyzRvrKTyt8yWu/88kL9/JrX1HPxdhUcXqQRMRnV0EPdl1vJqGTfck1odoN+dN73dFmtXpq9oyL5GDLauH61igpWaHTDR3X5f/mBLr/+I/UY01Wv33KVzr+wpUasq3C0srwZ6vLM9brgmuf0ycwdp99wy1s/Xa2fvVkXXXa3Hu+7UfmR/Ys2j9b7T96oax59T13HztaE7k317tN36tKL79NrH/XU4C5t9WXPoZq29biOrx2qji/8XD+7+vbTZHQoIqO2NS7UNZe+qV7LD+tE9L/8Bd308G2X6qcPN1T/VdUnvkBGyQhklIxARpkRyCgFvioysj4zKjmiveNOPTN6voMGrbO/z1Z8ojIZfaz+a/arLH+Vxn72rl6p3UH9pq3Xrg2T1fWF23Xr5fep65wDvyejX16np7ou1O6SMh3ePFJ1IjK64Lo31GtJBRkNf+UBXfITyMi+M1Lpfm2Z1kqPXf6f+s/fPK1mI9dqf6lUGDnQ0oiMtmzhmdE+LW73pu78s8t1+32dNWpBX9W54yr97IIWGrL6UEQFkZqDi9T/7Vt12c9uU62eS7X71BTlbZimNi/cpVtufFrvT96vfLpwcp9mdqqt+y+8WDfc/qhqNeujcROHq82zV+umKy/VXU81Ud+JG4ULl6wbqs+fP18/rURGh9dDRhfo6l+8qh5LDqgk+t/huZ1V49ZLdf4j72ng6uq/ixDIKBmBjJIRyCgz/mDIyAcYyZCR75cMSWh88ZWB2XSdLNyrzYNfV42r/1X/+WgLdZt/UEUnzp7c4pL9mtG9gR4572f66Z1N1WfZdhVvGaymNa7TBXfWUcvRS7V1xRh9/uyNuvaXt+njsZtUuG+dvqx/l753yVV6rONc7TxeHB/TvX5xlLiveFnd529R/tGVGt/4cV1x/q267YORWrQ1T4eOFKvsjC6cVGnBRs3t0VAv3HOXfvdCc3UYu1hL1m3U9OkztXzZUh0tWK5xzV/Rnf90s2o81UMjp3XXazdcph/+9H31X7JPceo/cVibJrfRO/ffogfeaq/hy3fFyX7p5F6q++KTev2DHlp+KGoW31M6vGywPnviGl1x8zNqPHKdDh7P14Zh9fTg9b/Vg+/215xdFcR9cssEfVn7av348t/qhY/7a1mUuDfM76sWv/upfnPBC+o0L0+FOq686e10/w0X6gf314vsV/0ig/nPBRkRtIaMfBY1kKMhI19/rExGPmA8hox8v/RqyMgniaDHkBHE5AMStSEjH8KuTEY+eiqTEb7gA0NG6HQFfTBk5PulV0NGvot+fNCQkc/8c23OyOjaa6/VJ598Er9GDduSTLIRvnFvnIhv4PPdF1u7TMLKigERGNSBevXVV9WsWbP4zTOCjuDLixz+8KH92rF6lsa2rqlHbrlIF9//jj7oOV3LN+7QvoOHT+sriPq0e/tqDWtbT09cea1ueORDdZu2Unu2zNbAFm/ovrvuU806TdVlQB91bvyanvndPXqt9RBNmDlV7d99RNfcdq9ebDtWSzdt1uop3fTyDdfo6ptfVbvRi7V5zxYtHdVGbz1xt+5+8i21HTRT8zfmaf9hbPH7MeXnH9KBnWu1cPJQfdmhvVq2+lSfRPJRs0/jGk4D+3RVm48/VvOmX6r/kCmaNKSV3rjzZl17w9vqNDYiyrxoPiJ9B3eu0rxhn6v5+/X1YcuO6tevjzp81lLvNW+nwVMX6EA01iNIwVHl71iiOSM6qHm3MZq0ap/yCw5qz9qp6tGhtwZEOrcdyI/mOF/5u5drRp/3VSMiyjueqa/Og0Zp8ohOavLQjbrrxlfVcsRyrd++SYsGf6Kn7r9JVz75rjpMWqe90fWVx2iEACPRUu8Kn8InqrZJEq4hqREc+BEJyVUPiQPfoSQM/ohv29omCbogRr5ugH+ix6VPCOOhrAxJktJCLnqIT64lOTI2EqWrjagswCkEuvhvW7u0QnyiiwUAucDVRtgYPfiSqx6uIckyZ/QHX7C1SxL0MN/kJMpcodM1P9IHiAi/Zoy2dkmCHmyCHmyEP9napRX8iFhDF/Pvamt8kBihHqRXOSBWfZBRvXr14iBhoKwCsxFuzrUUbaR8Dwa3tbMJxjDXcizXunXruPLCbbfdFhdKbdq0qT799FN16tQpLuZI22WLF2ju9ImaOGGMxkyYqqmz5mvRkmXR736vNybG+fM0avhgDejbV2PGTdHcRVGbFUu1eN4sTZkwTuMnTtH02fM0d84MTZ80QZOmz9acBfM1a/pkTZg4WVNnz4+f78yfNVV9vuihfv2HRO2j4I30L1tCO/owQdOizxYuWxHpXhmNx/SB/14Z92PVqqj9ovmaM2Oqxo4ZrV69+2josGFR4p6hGbPmav7ipVFCWKJF82ZqaqRvwvipmjVvsZZF40HHypWrtHLZoqgf0zVt6tRo0qdr7NhxGjpilKZHDlDRZqVW8O+KZVq2dGGkc5mWLjf9WRYlwSVaumT56barVi7X0kXzNGLIIHXr0UvjovHOj+4/M7LDxMimM6P7L1ka9WnuTE2OPhs3ebpmzV8c2djoPFNIaMwPxUlJAoy7apsk4RoqXRg/YpfloofxoYeClBS3zMYfqwq6GBeFOymSif/Ftra0TRLGQ38ocAmRuOjBHlxLMVozNldbo4dConyxnP+2tUsrrIoplklCwkYufUKwMXpMrLvaCPJgbPQH37S1SxLuTR/QwfxTxsslP6KHPlBQFL9mjK7joj+mMCn+ZGuXVlis4YvoYpHk6kdcy/wTt9616SAjEj4sx9YP9s9WWEEwUXSMrTG6bO1sQltIkVUMdbL4Ds1rr72m5s2bxwYzn8PAsHFBtAM4WnhMx6hLd6xQhdX0Gbbny6qron4dilbu1LLj86PRv5y18zPj5efC6OfCwui/45/R/fuf9+3L0/xo4ql4cPDggQr9RyuuOZbh/qcFnafasEo3zsjPHCGdvm8lnUePnq2jcltqQfGKOKu2M9qZtug7/ZnRf2Yb7odd582bG38Jl3n4/ZhMuwx9qiSs2FjNErjMpa1NGmEFiTOTHPEjW5s0wk4NQkKP2T3Y2qURxkXgmx2frU0aYTz4M3PPDtDWJo1wLYkAXfi4rU0aYWUMmZHgOJmwtUkr7BrQhT9VxKi9XZLg1+jhNMSc1LiI2WERH/imrU0aYb7RwQKLcmAmjrMVEx/kR8bo6kfYll0INiKX+PijOYXAt/EFW5s0wrUm9nNCRrl4ZoSRfc/6AcbhBYbqnhmlBYQCkXGE4PPAmHN5VjY4uM9ZP+e9OBNJkuD1AY6EA5DgfMBWn6SGPp8zevMCA0HCGF1hXmBgbD5+xLMnkghJzfeZEeMiaEmOPmA89Ie5z8UzI3w7Fy8wnEuFUs0xFDb3eYEhl4VS0QFhM0ZX0AcWaYwtF4VSmTeIwAf4oCmU6vsCw7euUKoBK5qMr3anBEmI4PcNNoztUyjVAPuS0Ej+JBMfe7OShfi9atNFwLENGfkEvyEjFhK5ICPG5hNs4W26ZBgygrR9khEIb9NlRnibLpBRIKMEBDJKRiCjZAQyyoxARoGMAhklIJBRMgIZJSOQUWYEMgpkFMgoAYGMkhHIKBmBjDIjkFEgo0BGCQhklIxARskIZJQZgYwCGQUySkAgo2QEMkpGIKPMCGR0rpFR2QmVRsm85ETmP/8dyCgZgYwyI5BRMgIZJYP5DmSUGd8oMjpZVqgjezdo1aJ5mjtrtmbPWajlq7dq3+Gq9dwqEMgoGYGMMiOQUTICGSWD+Q5klBlfCRn5ACMZMoIETqPsiLYt6KtW9V/UG22Ga8byVVoxtrM+fO4F1W85UstP/Z2fyiChmUKpPsHGtYaMfIPfkBHJ0geVycgHXwUZ+SRa5t+QEd8KdwVBa8jIZyECOVYmIx8YMmLufEA/DBn5LGrwZUNGPkkEPYaMfBZroDIZ+fgRNjZk5KOHL5YaMsIXfJALMqIPlcnIFdjEkJGvX+ODhox85p9rc0pG7du3P70SYcDZCkmEZE1HYGw+i1KUjmyYoC4v3qKrr3xRbWbu0oHo87LDGzXik5q6/XdPqNHAJYKPaM/9EcrlNGrUSN27d48Tm/m88v3SiAn+yis/W7skgdRI2EwcAWxrk0YYAys/StRAkC5jMkIJDhzbBK2rMP/0h2RCwNjapBHmn6TNrpaEYmuTRggQ/IixMfe2NmmERQPJ2uywfGyNjUhsJDgfPYyH/kAkBLCtTZIAfBn/wbdZ+NnapRH0kIggbXzc1iatmKKbJvnb2qQRbIwefMlHD8TBnLFYwxdsbdII882YWIwSI8DWLknoA1UKyI+QkasfYRP0YCOf+EDwQXyRhZbP/HMtMZsTMqIcEHXgMDbOwERmIxgXZ2TCIBJYks8P50er7qFN9dJP/l0/P/95dZq7VduOFKogb4fm9qqv26+9SFe/3FpDlx+MjbIkSooks27duunZZ59VgwYN4kJ+6KSmE3rpY9X724Q+MWno41qcm89sbTMJ12Aj6i5BSDi3rV0aoe8QGpWt6RM/u/QJIdGagqS236cVHJH+kJCYQ1ubNEIZGHQxX8ylq61N4DM2bOWqh9UsuzTmHz9I6zc2YVwEGgTgo4eApT+QP4sI17Hhy/iPGZurHvpAQVFKOKHT1i6t4I/oYhGBH7n0CWHhiB6Sras/cm/8mTmjP/iCrV0aYb7RMXPmzFinS35EiA/IkVyGH9naJAnjwibowUb4k48/Mv/kNArA+uZHk0dyUrWbZzQYm0SCQ2QjGBdnZPJJRhiLzzdtXa3ZA5vq9V/9s877/uV6tsNkzVq7Qzs3rdLUru/oxt/8RD+8r65ajVkdJ/t+ffvGRPTuu+/q7rvv1tNPP622bduqS5cu6tOnT5yg6GPV+9uEPtEPKsliJJybz2xtMwnXYGgqJOOQOKatXVoh0VK51xCAS58QEi22xia236cVnNpUWmcObW3SCNfi1FQ3xsFdbW0Cn7FhK1c97Bqobowwf7Z2aQRdjIsK4JBIWv+zCUc9xh8JWNex4cvoQBdjc9VDH6jYTYVs/tvWLq3gj+jCH/EFlz4hkCx68EtXf+Te+DNzRn/M6YiLMN+QPrrQ6ZIfEfqAH1FtHT+ytUkSxmXyLHrIbz7+yJwTa9jbNz9iI2ItJ4VSW7ZsGW/7ONriWCMb4RoeWpNIcCZWIvHnhcd0aPtiTer0kh69+SpdV/NDtRk8QbPmTNaXjWroyp//SNe+1lGjNxyNGX779m0x2w8dOlSvv/66Pv7443igOAArQFYlVe9dndCniqrdFeXjYXHXsdE3VjSML5s+2ISdlVn5udobwU7GqW2/TxJzX5yb/rDr9OkP809g4NysuFxtjX2xM2Njl+Sqh6NCghVi9KlsjS5sRLARKz42Yjz0h7lnRek6NnwZHZA1K2UfPSRY4gMft7VLK/iPSdb4gquNsDF68CX02NokCfc2pyIkS3zB1i5J0MN8MyZIDZ2utqYPEBL5kTHa2iUJerAJerCRybMugi58EOJgIcH8u46Na+lTTqp288yoQ4cOpz5xA2egTBZn4me8wKCTKj60XSunj1Svbt3VZ+ggjRreSXXu+KXO/9lNqvPlAu2t8nyRCfvggw/igfk8WOMsE6fGmXxfYIDUCDjfFxhwJpIIR1A+IJHgACQ4H0Ac9AfH5PzXFcw/REuQEMCuMGfijA1HdwV6IGqI5Ex/zB7YiORPQvEB46E/zL3vCwzowLd9X2CA+EnYPnEG8Ed0Qfw+wMbo8X0xh0UNJEvCxhd8YI7YiBFX0AdOociP9M0H6MFGPvEBzPNZyMNn/rmWmM3JM6P/a98zilBesFnL+tfTw9fcpNte6qTJm89uy4omvNqdGaxGcGzfoMWx6Q/JBEJxBfNP0maVBeG6ArLHj8yLB67ghQqStSE1H1tjIxJbeLW7euCP6CL5+/hReLU7M7AJerCRT3wAs6hhoeUz/1xLzH5jyOjkiSLl79uiuSO76f2Xn9Lz9TtryKI9KrQsWgIZJSOQUWYEMkpGIKNkMN+BjDLjG0NG5WUnVFSwX7s2LNCUIV31WbtO6jBwqhZvPqiianbPgYySEcgoMwIZJSOQUTKY70BGmfGNIaOy4kId3r1JG9ev1pr1G7Rl1yEVJDx2CWSUjEBGmRHIKBmBjJLBfAcyyoxvDBmVnyxTWWmxSkpPZKxHVxmBjJIRyCgzAhklI5BRMpjvQEaZ8Y0hIxcEMkpGIKPMCGSUjEBGyWC+AxllRiCjFAhklIxARskIZJSMQEaZEcgokFEgowQEMkpGIKNkBDLKjEBGWZDRV/el1+xR+UuvPkYiUElIuQh+nBGDkyx9QKKG2HACHxAYJDaCzQcEPf3xCRDA/EOMvl96JWjDl14zwyQRfNsnPtBDcvRdrAH8EV18QdTHj7AxevAlHz3f1i+9YhP05GLRjw+ywIY8fOafa3P2pVfKAbVp0yZ2TpIBncxGSNB0CKdm0jC2rV0mIagwLmxPza26devGuzWcks8Q7mG71ib0yTg2CYDr+czWNpNwDQQCQZLc6KOtXVohaEnY9Al7u/QJgYRIkDiB7fdJwjxzb5yR3Qz6sK9rf5g/dFFaiFWyq60hDvyIsRH8LnoYGwsR5p7AwA9s7dKIsRG7R0rvuMYIwqqfcfn6I9eig7Hhmz56WGRB/Py3rV1awX+IfRKljx+ZQqAs/NDjmo8gIeaM/IZv2tolCfdmvtFhylO59Idr6AOLYggScrO1SxLGhU1YiDBvLnnWCLrIZSxoWIyygHSZM67hWmKWUmA5ISN2IgyS5EbwZSM4DoamfhtEQmfQZWtrE67laG7YsGHq16+fPvroIz3wwAN68cUX4z8j0bdv3/h35njLpqOqmKMe6iVhJAKOz2xtM4nRU7l4o61dGjHOSNFFVhHYyKVPCLagwCXEZvt9WqHmFv3BIdPa1iY4I3M4ZsyY08nE1i6TcA3BgZ0ZG4nb1T4sHJh7Cooyf9n4Y2Xh/ozLFKZ01YMQF4yLuffxR3wQHWZsPnooSEt8+Pg1gj8S+yza8COXPiEkWfRgc1d/5N74M3NGf/BNW7s0wnyjA13odMmPCH0g1igmyhhtbZKEcWGTynnW1i6tmFjDB3zzI3kI385J1e7GjRvHivkZg2cjEBodw4HoEAOztatOuJYJp+IzRVL5cxY1atTQq6++ql69emnw4MHx70ySs+moKvSJACPQqJaL4fnM1jaTcA3X4oym/LutXRqh70wUxEaf+NmlTwgOTTLCbrbfpxWciP6YALG1SSMELTssKoAzRldbm6BlbOxsXO1D0DL3lRcitnZJwv0ZF8FvyNHWLo2YxREJALJ0tRHX4j/owsd99JAcITb+29YureA/xD6khB+59AlhsUafzCLL1iZJuDe5gjljR4Nv2tqlEeabMZGwGaNLfkRMfGAjxmhrkySMq3KexZ9s7dIKsUZOw94++REfxM7eZIQynhm1a9cu3k5y9s/5ZjbCNWzXMDgBy9GBrV0m4Xq2xAhBxp+R6Ny5c3xUw9bUHI/YrrUJfWL7yIRhaI5/XMfGdhZjM3lst23t0gj9ZzwQCH1ytTfCVt8kfdvvk8TcF4eiP+booGq7tMK16IJIOD5wtTVzDZEwNo7XXPXgL5AQhIY/ZuM7lQVdJCQSEUesPnNmjo1J/Bwjuo4NX8Z/8G2O13z0kBhJJvi4rV1awX/QxbE6sexqI2yMHvzaVQ/XcNzHTgbywBds7ZIEPcw3Y4KQGKNrf+gDfkR+5Bjb1i5J0INNICRshD/Z2qUVfJCcBnEz/65j41pyPwu/b90LDKyK+LPjsKzP20LhBYZkhBcYkhFeYEhGeIEhM+gDxEh+DC8wVANDRuHV7upBwJOwmTifJIJ9CTZWWRCkj73Dq92ZAamRrA2p+dgaG5HYwqvd1SO82p0Z9IFcS370WfhhE/RgI5/4AGZRw0LLZ/65lpgNZJQBgYySEcgoGYGMkhHIKDMCGQUyCmSUgEBGyQhklIxARpkRyCiQUSCjBAQySkYgo2QEMsqMQEaBjAIZJSCQUTICGSUjkFFmBDI6F8koukfSbQIZJSOQUWYEMkpGIKNkMN+BjDLjm0VGJ0tVXJCn3ds2aQMJYsNGbdt9UAXV/KnXQEbJCGSUGYGMkhHIKBnMdyCjzPjmkNHJQu1dPUNDO3dQ9yHjNWXefM2dOly927dXtz4ztHpP8Vl/dI+EBhkxMAjFFYGMkhHIKBmBjJIRyCgzAhllQUZf2Zdej6zX5Pb1dPdtb6jl1B2KpzN/o8Z+8qruv6+eWo3ZoqrhxBcnQ9XuzCAwSGwEmw8IevrjEyCA+YcYv61feoWMWEj4gPHQH+beZ1Fjkgi+7RMf6CE5+i7WAP6IrnPlS6/4M3MGkeALPghfes0Mrs3Jl14ZGLXpmjVrFhsdp6KURjbCqoikSFKj1hGBEn9+4JD2bZijwc1e0DWX3amaLUZo2rrd2rN1qYZ+/Iruf6y2mgxZqC3R5Gzbtl0roglnZd2tWzc9++yzatiw4emiiazeGXDVe1cn9AnyQB/lbiBd17FxX0oUURKIxGRrl0awL8RI3TWSNj+j39Y2SUjW2JqJt/0+SbgvQpBRU4ok6dMfgh5d1PAiubno4RqSEHNNWSECxVUP/sjcowc/sLVLI+hiXJQ6gdx8bMR48GXjRy568GFiFp9GF2NztRF6qHGHLxIftnZpBX9EF/7oYyMIltp92Byfch0b/syc0R/02NolCXoYCzqIf4jENYeY+DB1CW3tksToIc+ih1xC/2xtkwRd+CC+yLwx/3xma5tJuIZrIX7yWk4KpTZq1Cg2EkRCMslGMApOBDOSjOgYujZu2qxN61dr8ZS+avXmA7r2got01S2P6elaH+jDFm3VfdB4zV6+Ths2VhR+HDRoUFwYlVJA9913n5577jl16tQpHuDAgQPj4Iv1WvpgZNMm8++mePtJosWRWEnwWdX2ScI1GHf8+PGxc+OQtnZphL7jSOiiT/zs0ieEZGSI2vb7tIJTjx079nS9PFubNGKSyKhRo+IxutqapIYfUbyR4HXVQzJi7tGDH9japRF0MS6KyUKSSf6XSYgL+mT8yHVs+DI60MXYfPRQANgUpbW1Syv4D7FvYtSlTwg2Rg8LLebQ1iZJuDdJljmjP656EMbCoobK9ozRJT8iJj4YG2O0tUkSxoUecqWpIu/jj/ggeQhd5DhXP+JabIQ/ehdKhYxat24db/nZuvNvNsI2zRxBkIhYPVT8rkjHi0tVWnxEuxf118eP/Uo//bd/1X//7gW6qU4njV+7XyWlJSqK2rIFZjUL2/JnCGrXrh33iQEb9mcLz9Hb2ffn75UcV2np7+XEiaKo/cHIMCvjQOMs2nVsbKsxNuPjmM3WLq0wFgIER2As6Le1SxIWERwdstq2/T5JuC+Cfdk9oI/jLFvbNML845gECqs3l3FxDUd82Jmxsepy1cN5OokaAsC3bO3SiLERiYhx+cwZcUECYe7xIxc9+DBxgA4zNlcbmeeXJA/iw9YujaDLHPeyU8OPXG2EjekTvoRPuY6N/jBnxAe+YGuXJOhhvhkTu0dixCc/Qhz4NXnO1i5J0INt0YONiA9bu7SCD7L4g7jJca625lr6BLF5k9FX+szo5FHtXTVZfdq1UItOvdSrT2c1e/Me3XDzrXqk/heateHsh3A4kSmUymCTwNFyFEtR8lHEzoqMoqgfiia94pnR5s3hmVF1MEmEpBaeGdmBjSC28MyoeuCP6GKxdS48MyJBQtaQW3hmZMc598zIkNFX9TZdyd75GvbRo7rt5jfVdvY+5atcJ/IWqt97j+m63zymOl0XaVeV27JzyObV7shP9MEH0i23SBdfLF1yiXTnnVKTJsc1ejRbW8jI720REjYTF96ms4P5J2mzg4RwXRHepksGwY8OiI2VuyvQQ+KAtH1IDeCP6CL5+/hReJsuM7AJerDRt/Ztuq+KjIp3ztTABrfrt9c+qY8nbtbOYyd18vg+LR7YVI8/9rrq91qs3VV8Li0Z4auRn+jdd6X/9b+iwUajNfJHfyT97/99Qs8+u1dTp273Yv5ARskIZJSMQEbJCGSUGYGMUqA6MiovPqTtC4apW/N6avjR5+rWf4RGD+urL7p1VPuBk7Rge76qbqLTkhHxPHKkdOWVZxJRZfnZz46qc+d9UYJ0D/5ARskIZJSMQEbJCGSUGYGMUqA6Mopx8oSKCvZrz/Yd2rFrdzS5keQd1JHjpbK5W1oyYrPTu7d00UVnk5CR73//mNq02R+RQCAjGwIZJSOQUTICGWVGIKMoH5/6t1r8XyGjLJGWjKJbRsEtPf+89Hd/dzYR/c3flOnOOw9o9OidkcHCMZ0NgYySEcgoGYGMMiOQ0becjAD+yttzr70mXXaZ9O//Lv3Hf0hXXMFnRerVa0tk7M2R4f2MHcgoMwIZJSOQUTICGWVGIKMU+LrICLBDIidDSoMHS0OHKjKMoiArjJLauihwQ2266hDIKBmBjJIRyCgzAhn9gZBRdSgqKowSUiiUmgmBjJIRyCgZgYwyI5DRN5SMSGiGjHy+sMi1BGwgo+oRyCgZgYySEcgoMwIZpSQjygGda2REBYZziYxwRl8yAiTqXJARgXGukRF9ORfJyLcCgyEjFhI+c0ZcnEtkRB8MGfnEB8B/0EW1glyQEb7kS0bMGUSCb7qC+TYVGHJFRj4VGCqTkW+eJZflmoxyUpuuRYsW8QQScBgrG8GBmCgmnyM2dKLL1raqcC1tGQzXk/Qplvriiy/Gf0aCgpAkS35HUuA+Nj1VBb20pzwN17NCch0bqzQMjUPi3LZ2acSMkzGx0+Jn9NvaJgkJhMRP0rb9PknMfXEcU7Q1rW1tYlbGFCaFtF3GxTXUIMTOjA0/8tFDWSn04Adp/bGqoItxUeSSwPWZM8ZDf5h7/MhFDz6ML+PT+Da+6Woj9FCQlNpk/LetXVrBf6hxCNn62Agboweb41OuY2MBypwRH/iCrV2SoIexMCZqLjJG1xxi4oP8yELC1i5J0EOMQh7YKJs8axOz48MHfPyIhQN9ylnV7nfffTdmbVZbTGA2wmTRAaq2Ut2WQLG1swnXcl8SdN++feMq3XXr1tVdd92lJ598Mi6WSt28nj17xg5BW5ueqoJe+kFFWqpbY3Q+s7XNJFzDtRRvZXwkSlu7tEKCHD16dNwnxuLSJwRnpCoxNrH9Pq1gd/pjEoCtTRrhWnSNGDEiTpKutmbRgZ0ZG0nSVQ/Bwdybatu2dmkEXYxr3LhxMZGk9T+bMB76ZCqSu46Na9GBLsbmo4cK8lSSxsdt7dIKCQ1dJkZd+oRgY1Mh39UfuTdJn2r09MfHrxkLpEb8m0ritnZJYuKD/EjfbG2ShHHRHxaP2Ihc4uOPzD+xhm/75EcWV9gGn8xJodRWrVrF2z62/RxrZCNcY87DCQ5WAdnqobgm18GyJMe33nor7hNHLXzGVpk2afXSDn0YnMQEi7uOjdUHyRrjszKytUsrZjXKhLnaG6EwIU7AKsv2+7TCao/+4AfMoa1NGuFaVqPsIFlxudqaIz7j4KxoXfXgK8w9QYYf2NqlEXRhIwgWP2TObO3SCOOhP8w9K0rXseHL6GB8rJR99ECQLADwcVu7tII/ooudjY9fY2P04EuutubeLLIhNvqDL9japRH6wE7fnPi4jos+kMvIj/TN1iZJuDf9QQ82Iifa2qUVfBAyg9SYf5excQ3X0ifINicvMHTs2PHUJ27gbBVdJBI66AMmrHHjxvFxnc8zGs4ySSQ4pI8eztZJIgScz8NQgFOSaHFwH+AArNJI/D4g+OkPickHzD9ES9L2edbD+T5+xNhwdldwtk5CI0h8/REbEWA+z8IA46E/zD3PxlyBL6MD3/Z51oMeFli+z7AA/oguCNcH2Bg9+JIPSLQsQn2fYQHGBGH7xAh94CiM/EjffIAebOQTH8A8n4WQfOafa78RVbtdwCokF692M1kktVy8wGAIxIfUsC87K8iWBOBjb1b7OCSJ0ges0ugPK2yfoGX+CRJWo+faCwz4kI+tsRHJiCTio8ecHvgm/1y9wIAeEgek5vMAG+CP6GJx5ONH2Bg9+JKPHsiRnSOk5rOAZL7NsxVixBWVX2Cgb65+hE3Qg4184gPggyzUIW2f+edaYjaQUQYEMkpGIKNkBDJKRiCjzAhkFMgokFECAhklI5BRMgIZZUYgo0BGgYwSEMgoGYGMkhHIKDMCGQUyCmSUgEBGyQhklIxARpkRyCiQUSCjBAQySkYgo2QEMsqMQEbnBBmVq6zkmI4c3K99+/bGr0nGEjnvgQMHdaSwWCVVfC6QUTICGWVGIKNkBDJKBvMdyCgzvjFkVH5srzbM6K+W79fXW2/VVp2360RSW2+8+aZqN2yngbM3a3/kc5XvHMgoGYGMMiOQUTICGSWD+Q5klBlfCRn5ACPxxSeSCCRgcGTDLI1o+Y4afvSZvugzUEOGDdPAPp3V6MW7dfOjb6v9lK2qGpZ8cZJCqQzMJ9i4loSUi+CHjDA4ydIHJGqSP07gAwKDxEaw+YCgZ2w+AQKYf4iRueOLva4gaPEjQyKugBxJsiTsyv7oAmxEwLKQ8AHjoT/Mvc+ixiQRfNsniaCH5Oi7WAP4I7r4kqmPH2Fj9OBLPnr4gipkBJHgCz5gTJARMeIK+sCihvzo8+VZbIKeqot+F+CDLLAhD5/559qcfemV2nRt2rSJlZJscdJshEERFAQ/DoCxi4tLVFJ8VHs3rdCCyTO0evsBlcQ+UaLCXdPV461nVeu97pq6uUAnS0si4iiMEzVCzS3q07Vr1y42PKslPucetvvbhD6ZVRaJjQTpOjYChCRL8OMAtnZpBPtyRMnugT7xM/ptbZOEBMlqHYK0/T5JzH1JavSH4PfpD3ODLup4sUp20cM1EAd+xNgIflc9LEQIWEikwh/tbZMEXYyLBQRJycdGjIf+QEisal304MPEAv6DLnzc1UamGggJEp2u4+I6/IeETVLCF1x1mcRPkswm3isLNmKRRskc+oMv2NolCWNgvtFByRzG6JpD6AOLYkOQtnZJgh5swuLBkKOtXRpBFz6IL+IDrvPPNVxLnygHlJNCqexESAI4AYqzEYxMoqYoIQVACZKNGzdp00ZWpusj2RTr3bJlq7asnqVJXV/XU0+8qkafj9GS9Vu0OdJBEhs0aFBcAoi+3HfffXruuefiwqkMkN9BCLb724Q+0Q8KAVJYkMREUrG1zSTo4VoKHDI+ksCZv6+QzZt//99I5TaVBWc0hSCxN/pt7TIJ+hcvXhSNbWpEJFQBznxPm5j7UpeOQokErmt/EOaf+n0UlCRQ3Ma1KbYvKyyKLkJIrnoIMuYeqfBHe9skQRc2YoHEuMxnVdulEcZDf5h7CMBFDz7MtehAF4HvaiP0MC7iw7U/CNeRrCm4yhG7jx+RGNGDL6HH1iZJzOKBsbHQwhds7ZKEMdAHdJjCvT75ET8iPzJGW7skMXrIQ9gIf7K1SyPoYs6JNXSR41zmjGvwQWyUk0KpkFGzZs1ixmZVy+okG2G1z0oEB4BUmLDKv9uXV/HSQl7ebq2d1k+tatypl+t30tBF2+Lf7d2753QywzgQ0FNPPaV69erFlXcJFiYSJ6t830zC/egHOjEUqxvXsbH7IPBxRsi74vO9kb692r+/4l8j5md+X1UXwgSiC2LF3ui3tatOzD3WraNy95xo4lecvqetfXUSz0skJFicCBJgDm1t0wirRoiWBMAYsx0XwjXYFzub+XbVw86RuUcq+2O2YmxkFg8uc2aE8dAfEjdx5zo2rsV/0IVv+ugh3ogP/tvWLq2Q2EiSED9+5Gojk2yxuasersGfmTP6g2/a2iUJephvkqshbNccQh8gIfIj5IheW9tMgh5sgh5slE0+tAlzji/iA+RHV1vjg8yX95+QoEM8M2rfvn187s+ZpItw1k/Q0xG2f2e3kcpLDmjR0E/1+IO11XrIUu0p4cOK33NvIySiRo0aqVu3bvEW0Hx+ts7MwpEaTkkSYXtra5NG2GKb5zxsTfks6ni0hef8tjxKCuVREi6PJrU8uhf3tethDByrkGxJ2NmOiXsWF1OQtjzaXR1Sjx5bNXJkXrQ6oY8Vv7ddl0mYf/pDkHGubWuTRph/iISVMceatjZphG0/fsRKjWMkW5s0wnEKQU8CwR9d/McINjLHzz56GA/9Ye45/rG1SSPmqAbf5ljT1iaNoIdkDQHg47Y2aYWkZIjIx4+wMXrwJR89PMMiQZqjNVubNMJ8GwIgRmxt0gh9IOGTH83LQrZ2SYJN0IONfOIDwQfZ2bDD8pl/riVmIbVz5gUGGJIkYn9gXKbi3QvV+4MXVPOj/pq4MUoQp35TFazUcvUCg9miQyKuYNJwRgx+4kTFCww8gxw0SHrmGemaa6SLLpIuv1x69FGpe3dFDhw3OwuQK8SGE2QLTDFmjPTCC9JvfnNCP/5xkS69tFSPPy4NGMDD35jbswJBT39y8QIDuxHmjiBxBaSGH5G0fV9gIMmahO0DbETA5uIFBvrD3EO6rsCX0YFvQyiuQA+Jg8UaPu4DEiy6WC37+BE2Rg8k4qMHUmMBYcjRB+xiIDbfFxjIteRH+uYKbIIebJSLFxhYYENsPvPPtcRsTsnIZ/IxtiEjm5HKj+/UxtEt9Nojb6vViDXalWHs5/Kr3SdO8BCxIvlfdpn0x38cGTmyspE/+ZMKYoo2ddH9Tyk4BexLsBkyysbe0cIq2g1Jt94q/X//35n3/NM/la64oqJP2ZrLkJFZrbmC+TdkBOG6ghWkISOfV1chNUNG+JCPbxsyYlfro4fxGDLyXRwZMvJZrKHHkJEPqQF2Degicfv4kXnpCF/y0QNxGDLCF1zBfBsyIkZcQR8MGfks/LCJISOf+AD4oCEjn/nn2m8QGZXr+O7FGt/2Wb3Uordmbs+P9knV41wlo61bt0TjLIkCT6pbV/rrvz6TFIz89/8uvfIKAXpKwSlgX1cywgx16kj/7b/Z7/n3fy+99RZ/e+XUBSkRyCgZgYySEcgoMwIZRXnq1L/V4v8OGZWp6Mh2rZs7TgvXbtORoszb5nN5ZwQZsVuPuqe/+ZuzSQH5u7+TatcmIE4pOAXs60NGEGB19/ynf5IaNjz7nkkIZJSMQEbJCGSUGYGMojx16t9q8X+HjLLDuU5GxP/gwdKvf332Md1//a8Vx3Rdu1Y846kM7OtzTDdpknTbbdJf/MWZ9+RoMBzTnYlARskIZJQM5juQUWYEMkqBr4KMSksrHjxzBNe3r/TII9IFF0j/5/9IP/2pdP/9Fc+Lohg4C9jXlYwA/jJqlPT009KFF57Qv/5riX784xN68EGpTx9ejuAepxqnRCCjZAQySkYgo8wIZBTIKOdkVPktKPLJtm3StGnSiBHS5MmKEmAFadiAfX3ICLBD4p6jRh2J5my7Bg06GCUTEsupBlkikFEyAhklI5BRZgQyCmT0lZJRtsC+vmRkcOQI3y/CsUOhVBsCGSUjkFEymO9ARpnxrSYjEhpkxMAgFFd8m8lo//68KLGtiYItkJENgYySEcgoGcx3IKPM+FaTUeWdUSAjOwh+EjZfDvRBIKNkBDJKRiCjzAhklJKMqE3XpEmT2AEwPAkuG2HCCVhT54jkb2tnE67lX66BhKhvBDHWrFkzrtxN4U1qp1GLiaCpen11gl4CllpQpj6ZuVc2wjVMmKknh9Ft7dII9iWBUCyRsfKzS58QJhxbE3C23yeJuS9ERH8IEp/+MP8QNgUlGaOrrU2FZMbGfLvqwa8pK8X84we2dmkFG+GXEInt92mF8eDHzD1+5Do2fBkdZmw+eqi55hMfRvBHasHhjz5+hI3pE76EHlubJOHe+DNzRn/wBVu7JEEPfUCHKUrrmh/pA35kiuTa2iWJ6Q/lu7BRNvnQJsw5OQ1d5DiXOeMaroWssVHOqnbj2AQJyrMRBgWZEBwkNjpja2cTcy3BNXz4cA0YMEAfffSRHnzwQb300kvq3r27+vXrF/+OJEVbm56qgl4mHYfEAXByPrO1zSRGj6nazWrb1i6tsMI2Vbuxt0ufEBwbkmYnYvt9WiERUbUbfT79YV7QxeKBMbraGvviR4wNP3LVQ6Ay9wQIicnWLo2gi3FRAJakZGuTVhgP/YFoGafr2PBl/Add+KaPHio2+8SHEbOoIbn5+BFJzSzW0sZ6VeHe9Ic5oz8+ehgLOkzVbpf8iNAHU7WbMdraJInpD3qYt2zybFVBF4tGchq6fPMjNspZ1e62bdvGR1Act3BUko2wBTVHB+Y4w9Yuk7DVY9vJ0RoTRsXuDh06xMzLMQvCPWzX2oQ+cVyEoTA6uvnM1jaTcA211iBCEhz9s7VLK2z1mTj6hL1d+oRgF7bX7CRsv08S7ovgTBAa+ti229qmEeYGXRAJY3S1NcdOBC5jo4aXqx78CRJCD0ejtnZpxNiIlTpHUT5zxngIVIgIf3YdG76M/6ALH/fRQ2IkEfHftnZpBf+BrFnc4keuNqLgKnpI+q56uIYdDIREfssmb1QW9DDfjAkiYoyu+RF/JHmTHxmjrV2SoMccrTFv+JOtXRpBFz6IL+Lb5Dg+s7XNJFzDtcQsi5qcVO3maMwHnGWSGEkAPs95AMnxXPxLryQlJsAHJA+zC/EBCR+iJUB8wLaf/vicYwPmn207c/dtK5SKjUgikJoPGA/9IZn4PHvEl/EfCMnnrB89JA4SCT7uA/wRXedaoVRICV/wAWMi+RMjrqAPkBr50bdQKnqwkU98AHwQX2TB5jP/XEvM5uSZUXi1OzMIeENGPkkE+4YXGDIDsjdkxGrdFZCaISN8yMfW2Mjs+H30MB76k4vFkSGj8AKDHeEFhmSYXdY59QJDIKPMCGSUjEBGyQhklIxARpkRyCgFAhklA/sGMsqMQEbJCGSUjEBGyQhklAKBjJIRyCgzAhklI5BRMpjvQEaZEcgoBQIZJSOQUTICGSUjkFFmBDIKZBTIKAGBjJIRyCgZgYwyI5DRuUpGJ4pUmH9IBw/m61jxCVW9ayCjZJyrZLRw4YJozgIZ2RDIKBmBjDIjkFEKJJNRucqLD2vH+qWaNX2aJk+ZqhlzV2nr/kJVdZVARsk4V8lozpwFkQ8ciYJXmjtX8b9RLEckc6phAgIZJSOQUTICGSXjnCYjH2AkQ0aQwJko07G9KzWtZ3O9//6HavLFOM1cs1MH8o+rpOxsh+OoJ1dfejVk5Bv8hoxIlj7gCMuQkQ9yTUY+AQIgo5Ur96lJkw169NFCXX659OMfK/73pZek8eNJxqcaZwBBa8jIZyFCfwwZne2P2cGQEQsJHzAeQ0Y+ixp82ZCRTxJBjyEjn8UaqExGPn6EjQ0Z+eipTEb4gg9yQUb0oTIZuQKbGDLyiQ+ADxoy8pl/rs0pGbVv3z4mFAbrIiQRkjUdgbHN59H/qShvtca3f0t33PSI6nQcr+V7CnVGSo/acG8mjH+pvdSoUSN169Yt/jY/nxmpfM8kMcEPGRG0tjZpBFIjYTNxBLCtTRqh/6z8KC1Cn7IdT2WhpAiObYLWVZh/+kMywf62NmkkP79UHTse1Q9/WKg/+7OyM/4s+l/+pXTjjdLYsex87NcbIUDwI8bG3NvapBEWDZCR2WH52Bobkdj45ryPHsZDfyASAtjWJo3gy/iPIVpbmzSCHhIRdsLHbW3SCv6ILpP8bW3SCDZGDwsAHz0QBwTCYg1fsLVJI8w3Y2IxSozY2qQR+kCFGvKjOYWwtUsSbIIebOQTHwg+iC+y0PKZf64lZnNCRtSma9q0abwCwOCUv8hGcEQmnaRG4T2SdsXn+7Vv+yrN6vWeHr/qUv38trfVst9EzZk/RwsXLdWqjdu1a+8+7Y3uS5ByLRVkO3bsqKeffjquT0fhTQpeUvOMFRyOUfX+NqFPGIgil9SCYwL5zNY2kxg9FKVkfNjL1i6NYF8Cn4KC9ImfXfqEkKyxCY5k+32ScF+EgKU/2D+tbatKXt7eiKz36YEHjupP//RkREDlZ5AR8p3vnFTdukej+3Bfux76QxLCzoyNQHGxD9dA0hz3srAx/ugixkb4JXPnM2eMh/5Q5xA/ch0bvoz/oAvf9NFDAuEkgv+2tUsr+CO6DCG52ojdHnqwuaseroGomTP6gy/Y2iUJephvdJCDiBGf/AihkePoG3ptbTMJegwxUgeOBYmtXVoxfoQudjautuZa5itnVbt5RsPgcG6CJhsh2CEKDE2RUyaPz7dEg109s69aP/9rnX/eJbr1+cZq0e4ztWnyul5+/GE9/cpH6jpynpZv2BonoNGjR59Rtfvll1+OnxuZqt3sTuhj1fvbhD5hFJwIpyRY+MzWNpNwDddStZsgMccsrsIKmyrZ9ImxuPQJwV6marft92mlctXutLatKlu2bIrGs00335yvP/qjs4kIcvqrvyrTSy8dighia9x+8+az9WALkhF+xNggWtc5gzgIDsT4o4ugy1TtJuBsbdIK46E/pkq269i4Fh3owsd99FCxGV80OzZXgWDRhT/6+DWJFj3Y3NUfuTf+zJzRH3zB1i6N0AcSNvFPzLnkR4T8yOKB/MgYbW2ShHHRHxZq2Ah/srVLK8w/OQ1dvvkRO+esane7du3ioza2XWwFsxG2nJXPH3kuwufRJk57lnypJvf+UL+87BV1mb9L+4uO6eiehRrw7v36zU8v0fVv99b4naVx+xPRVpbtLAZq0KCBunTpEm/b+Qz9le+ZJPTJPDDGGc1xhq1tJkEPx304N8bnaMPWLo1gX8ZjKoDzM/ptbZOEVQmTbo4zshXui7A6oj+scFz7U15eFq0YS/T++8f0j/9YHJEPu6Pfk9Ef/ZF0wQVSz54cnXI8YdfDvTk6wI8YG88PXPrDNRynMvcECscZtnZpxNgIIuKs32fOiAv6w9zjRy56zLEIOiAQcwRpa5tJuAY9JDQWAMSHrV1awR/RZY7FXG2EjdFDXnLVwzXsYJgzdkXZ5g4j6GG+GRPxzxh98iM7CPKjORLPVtCDTdCDjYgPW7s0gi5z3MsCmRzHZ7a2mYRr8B1i9pyq2o2RCLbKD4z3L++j5vedr8t+/Zb6ry1UxesIkfPO6KiXbrxY372rnlrMO3TG692wrHmBobKubMG159oLDJXfpvMBDk0yIlB8AJnRH9+36UpLy6LV7H698sp2XXXV8fjlhe99T/rBD6Tbb5e6d1dEeKcaZwDBjx8xNp8HtAQKixAICT0kEVdgI4Kf530+MIsj5t7XH9Hh+wIDekgchhx9gD+ii+MnH1tXfpvOR0/lFxjwKR8wJojtXHibjuvQg4184gPgg2YDgS+4At8hZtlE5OxtOp/JJ/gNGVU2UmneQo1o9oCuu+oevTl0o3afusW+2V1V566b9NsXP9fATbwUUPE5CK92JyNXZLR7N3+hNXevdk+btkgzZhzRmDHSgAHSqFGKEjk2PNUwAWblZ1b9riD4vwoy8tHzVZARuxtXfFVk5ONH4dXuzMAmhox84gNUJiOf+f/GkJHKj2r38iFqVf8ZPfhue305fn40sXM14stPVKvBJ+o0ca32V/GVQEbJcCEjbkdxhMj/omulbdsUJccKMjpwIDdktHjx/Mju4UuvNgQySkYgo8wIZJQC1ZJRhPKyQu3fskgTR/ZXv0EjNG7CWI2dNEOzV+/SgaKzHS6QUTKyJaPotpo4UZFdpQcekG65RXr8calRozz178/bPQSI+/cxDBlxxJqfH8jIhkBGyQhklBmBjFIgExkZlJce17GIIAqjACoqObsMkEEgo2RkQ0Z0eehQ6frrpf/+36U//uPIMSLP+LM/k/7n/yzS3Xcf0qRJBZGNckNGoTadHYGMkhHIKDMCGaVAGjJKi0BGyciGjKKmeu016a//uoKEqsp3vnNC9eoVR0HnHvyBjJIRyCgZgYwyI5BRCgQySgb2/TrIiLfYnnpK+vM/P5uIkD/7s3I98wzfEPeb/0BGmRHIKBmBjDIjkFEKBDJKBvb9OsgIbnj/femf//lsIuI7Qd//frFatSqKEkHYGdkQyCgZgYwyI5BRlGtO/VstAhkl45tORtHURCRRcVR34YUVpPT3fy9997vSxRcf1Ztv7o76VPFFZVcEMkpGIKNkBDLKjD8IMurQocOpT9yAcfmmOknEJ0AAZTc++OAD9ezZ0ytoMRIJicD1IRH6gDNicB/HBlQDgNhwAh/g0CQ2gi0N4JloquM36rp0kdq2lb78Uho8eI+mTFkZ6/MB8w8xUjqFMboCUsOPGBuLCVcQtCRZEraPHrB3747Ir1dEpOZXtdssjph7SNcV+DI68G2fRRZ6SI4s1nziDOA/6KJKgQ9YrKEnrV9XByqdsIDwJUfAmCA2nxihDyxqyI8Qrg/Qg418/RofZIENefjMP9cSszkhI8oBtWrVKl5BksAZZDYC+ZiKxBAJpWVs7TIJE4QDIiNGjIhW62+qZcuWcVIiyfE5jkofbddXFfrEag0ngvlxJNexcS21sowj2dqlFcZBjSomjLGg39YuSZg3s8Oy/b6qHDtWGI2/4t+jRwujVdWx6N9jUSLaEI1tbqyPlZZrf5h/kj8lQRijix6uYY6xM2MjCbjqYXfG3LOIcPFHbFVSgq2OR3oolLssCty98e+Kio5F97Bfl0kYDwsR5p5k6TI2fJhr0WFW6642wq8pBUV8oNPWLq2YslKQpI8fsSNCDwTpqodr8Gd26cQHvmlrlyToIUYZE6c1jNE1h+CPLETwa8jE1i5J0INN0ION8CdbuzSCLnIZpIYufIHPbG0zCdfgg/SJGoc5KZTasGHDOPGb1WQ2wgqNBEJnJkZLbwIOXba2VcVcayq+UrG7bt26uuuuu/Tkk0/GJMkRIrskU/HWpqeqoJdgpQigKbrJZ7a2mYRrSGpjx46Nx0fg2tqlEfoOWVOJnPHys0ufEIKDQpAUTbT9vjpZv75CNmyo+Hf27Flxfwhc5sF2TRrBqVkZjRw5Mh6jq62xL3ZmbASuqx4CgrlH8IO0fmNk6dJ10aJok5o336Unntihe+7Zopde2qF27bZHO8mNka3s12USxkN/TPFW17Hhy+gwxVtd9eDX48ePPx0ftnZpBX+kmCgLLfzIpU+IKUqKL7n6I/fGnxkb/cE3be3SCH6DDooJo9MlPyKMhYUaY2OMtjZJwrgq68GfsvXryoIPUkgaXfiCjx9ho5wVSv3444/j1REMDmNmI6xmYVY6hVNCcOiyta0qXEtbs/UkKPr06RMF/ktq3LhxnGzRy+/YIWWj16yymDS2665j474QIX1jNWJrl0bouzlbhbD5Gf22tklCUBAcOKPt90nCfRHsinOzEmUOXfvD6ghdJEnG6KKHa9jFMN+MDZ9w1cOuGFIk8PGDtH5z5MihaL4PRYufQ7r55qP6p38q0V/8xQn9yZ+Uxf9+//tFeuWV/Kh/zCf3suuxCeOhPxAIfuQyNnwYX8Z/8G1809VG6GHHb+LD1i6t4D/oIkH5+BG7EPTgS656uIYdkVmo4Zu2dkmCHvyGGCP+0emaQ+gDSZr8yBht7ZIEPdgEPdgomzxrE3zQEIk5ebK1yyRcw7X0CWLLCRn5PjPiTNQ8M2L75gMC1hRKZVvsCraQMDdO5HMmyrk8CYQk63PWD3DmXDwzwrkJEhzBByRq+oM+n4fzzH8unhnxTA47MzaOSFzBsyfXZ0bRrfX009L/+/9GARRFUFWhCCzP27J9XMN46A9z7/sME5/Gt33iAz0kfd8XfIBZjJDgfPyI5IYefMlHD0mbxSMk6/NiDkAHSRudrqAPkAf5EQJxBTYxC3ef+AD4oHlm5DP/XJuzZ0bhbbrMIOBJ2N/Ut+kyAcemPyQTnwe9zD/Exo4GwnXF1/02HXkr2ijqppvOJiEj//APlFGqeGU+GzAe+pOLxRE68G0WXK5AD4kD0vYhNRDepsuM8DZdFDun/q0WgYySEcgoGd8WMqJZNDV6/vnMO6Nu3fCLUxelRCCjZAQyyoxARikQyCgZ2DeQUWZ83WQEOImdNEl6+GHpn/5J+tM/LY//gu1f/ZV00UUVXyDmlDXb6QtklIxARpkRyCgFAhklA/sGMsqMc4GMAO4S5TJ17iy98MJR3X//Ab39dpGGDOGPm2VPRCCQUTICGWVGIKMUCGSUDOwbyCgzzhUyMmC6V63apenTV2vbtiNR/9znLJBRMgIZZUYgoxQIZJQM7BvIKDPONTICe/bwFtRy5efzzflARjYEMsqMQEbnOhmVl8XXnahy20BGyQhklBm5JCNsxGvCJEofPYGMkhHIKDMCGaVAIhmdKFHRgW3asGaFli1fpiWLFmne7DlauW2PDlfxuUBGyQhklBmBjJIRyCgZzHcgo8zIORl9tV96LVPB9qUa2ept1XrtBb3w0ot68dVaqte2v2ZtiibmVCsD86VXvs3rYyQClYSUi+DHGTE4ydIHJGqIDSfwAYFBYiPYfEDQ0x+fAAHMP8SYiy+94keGRFwBOZJkSdhn+2N2wEYELAsJHzAe+sPc+yxqTBLBt33iAz0kR9/FGsAf0XWufOmVL5bm6kuvplIBMeIK+sCihvwYvvRaDQwZtWvXLk60GI2EkI1wDQMzLEvCjX8XfV5WdkLFB9dr1uBP9eyrH6vHyHlas2mbtkcG3ZV3UPnHS1R2Sg86GBjlad5991117tw5dnI+I3DoX+X7ZhL6ZIq3ErQkJNexMemUliFoCX5bu7SCQ1PGhT652hshyJh0HNP2+yThvghOZIou+vSHuUMXZUoYo4sersG+LB4YG4nJVQ8+A6ERtKf90UHQxSLErIx9bGQSLSTJQsl1bPgy/oMuVsc+ekjYECQ+bmuXVvBHdEHc+IKrjbAxeshL6LG1SRLuTVkpFlnEB7nD1i5J0MN8MyZOD4gRV1vTB/yIsdE3W7skQQ82QQ/kiD/Z2qURdOGD5DR8m/l3HRvXkvvJ295kRDkgdiIkAQaK4mwEdmVQ1IKaMmVK3Jn4d9HnW7as1dKJX6jZc7fqkhvvVY3n3tGH7Qdo3NyV2hQlr21bt8T3xSAUIxw8eLCaNm2qhx56SC+//HK8OxowYIBGjRoVOxdtq97fJvSJYKVeEkaClPjM1jaTcA3XUkyQ+lRmZesqOBEFHFlFMBaXPiGQI4UJ2YnYfp9WOBKlPwQbc2hrk0a4Fl0UXWUuXW2NfbEzY2NhY2uXRkjWzD218vADW5u0AsGaoqRp/c8mxAX9Ye4hSlcbcS0+jS4fv8bWFG418WFrl1bwH2Iff8QXXPqEEOP0CV9y9UfuTX+YM46NIX9buzTCfDMmCkATcy75EaEP+BF+jR/Z2iQJ48Im6MHWxIePP5pYw94+/kh8YWfvQqmsHCAj/n4QylndcoNshAnCSJXJqOJ3W7Vl8zqtWjhVo7/spDaN39LTd12jiy+8QFfVeFOtBk3Xyo1btXXL5njCqfg8cOBANWnSJCYjiqXCtP3794//rATOYAyQJPSJAKMCNMGGsfnM1jaTcA3X4oyGjGzt0gh9Z2VkqhLzs0ufEIKWyccJbL9PKwQ9iwBsa8jRRSqTEYTramuCtjIZ2dqlEfRUJSNbuzTCuAwZ+eipTEb4kauNuBafZnz4uI8eQ0YmGbkK/oMu/BE/cukTgo0rk5GtTZJwb+KjMhnZ2qUR5tuQETpd8iNiSMSQka1NkjAubEthU0NGPv7I/OOLhoxc/QgfxEbeZGR2RhzTmQeGnEtmK2zZ6Bwd4XjMfH7yZPRvrDXCyeM6sGm6hn7yuG696te69Z2umrGdM+/yePtpttMkI/6kRdeuXeMHmmyVzfEIfax830zC9hEj44zmbN3WLkk4zmClxcTTR1ubNEL/GY/ZhWQzlqrCVp8kyxGC7fdphfknkaCP/tnapBHmjYUNAWce9LsI9sXOjI3jNfM5PlKdVL7eCP5CsBEoHGX52BobmWcGPnrMsTFzzzGirU2SAHwZn8a38XFbuzSCHhIau0iObGxt0gr+gy6eYfr4ETZGDzbHp2xt0gjHfSR9nj3hC7Y2aYT5ZkwQES9pAFu7JKEPEBn5kb65+hG2RQ82Ij58/BEfhNxYIPvMP9eS+1nU5OxtOh9gFIxEsCU9MD6xZ7Lav3iTbnvhAw1affabV7CsqdrNQF3BtSQkDE6ScwVBizOyCsCpfIADGWLzAQ5NMjrXXmBgJcoYXYF9sbNJtAaojDhTw4dLffsq2kXzZVTemDzVoAoIWhI285/kj0k4F19gwKcNibgCPZC+IUcf4I/o8n2BgYWMWWThU67gJQEWELl6gQFiI0ZcQR9YrJEfv40vMBCz7LJyRkY+ToSx6dCZRjqp0qICHYpWFAfyj6viBcsS5W+frC/qvKAGzXpp3u6zSYIteni1OzP+UF7tpksRL+mTT6Qbb5T+/d+lf/5n6T//U7rjDqlTJ76UeuriSmBVTbKuvHtwBTZi9Wh2fK4Ir3YnAxujx5eMIA7IKLzaXT3MKQQLLZ/559pvABkVad/yserRoI7qNu+qUbOWacWSmRrf62N90rKHRs7dqgLLoiWQUTL+EMjo6NGCaJzShx9WkNAf/VHk0JFHG+HnSy+VBg5kF3xKwSkEMkpGIKNkMN+BjDLjG0BG6Dqpwl3LNbnbh3rrhSf12JPPqs4H7dRr9Fwt33lYx6rZPQcySsa3nYzWrl2j/PyCKAlI99wj/df/eiYRGfmbv5Hq1uUo7ZSCUwhklIxARslgvgMZZcY3gIwqUF5ecVR3OG9PfK9dew+poCjzfQIZJeMPgYwItmiIqllT8Z9vsJERf+KhWTPscUrBKQQySkYgo2Qw34GMMuMbQ0YuCGSUjG87GTE2go3p54WFa6+V/vIvzySiv/iLiudGUQxEwX5KwSkEMkpGIKNkMN+BjDIjkFEKBDJKxrlORiDKTxo1Snr5ZUW+Kl1+uXTDDVKtWtLEibylFjc7A4GMkhHIKBnMdyCjzAhklAKBjJLxTSAjgNmjrsavd8+erfhZ0t69tD/VoAoCGSUjkFEymO9ARpkRyCgFAhkl45tCRtkikFEyAhklg/kOZJQZOSejjh07nvrEHegi2Hwdm8TfuHFj9erVK05OriDYCDQM7qMHAsKx+VIvSdcHfAsfx4bYfIBDk4wIFB9AZvTH54t4BgQ+RVd9FhAm2HwTLcHOIgRC8vVHbESA+VQjB4yH/jD3PgkSX0YHvu1DauiB9CE2n0UWOHjwQKyLSgw+YCGDHnzJB5AaSdb3S7iAMbEY8f2yKgRLfqRvPkAPNvKJD4APmg2Ez/xzLTGbMzL65JNPYiPhDKzesxGuYaKYfFbGGMvWLpOwsiLASEIURn3llVfigqkkNyaQxEIb27U2oU8kEUrdQG44pevYSPiUKMIhs+lDVcG+EBqTBgG42hshgVCpAnvZfp8k5r44Nf2BsJnDqu3SCuSILmqv4VOutmb1iR8xNvzIRw9zj//gB9ja1jaNMC7qgRG4PnPGeOgPc0+Ccx2bqQjA+EjaPno4hWBnjI/b2lWWI0cOR6tx/js/urYwGkNh/O/+/Ucj2+CP82OyxY9cbYSN6RMx7+qP3Bt/Zs7oD75pa5ck6GG+0UHdTXS62po+kPTJj+Q5W7skQQ82QQ82csmzlQUfZJFNCS/m33VsXEufqAPqRUYcQVCbjj/ZgEKSG8GXjeA4dIDCjVSAJkjQZWtrE65lIH369Il3aO+8847uuusuPfnkk2rVqlV8hEgBPgghrV76RJBRBJCiggQvn9naZhKugcxGjx4dJ1oIydYujdB3kiy66BM/u/QJwYEo3giR2H6fVrA7FdHRxzzY2qQRCARdFLQl4FxtjX3xI4rJmoWIrW0mMXoolImN8INs/LGqMK6xY8fG4/LRQ1zQHwpKkgRcx8a16GB8+KarHmKCIrnECP9ta1dZVq1aE7Vdp5Ytt+nll/fppZf2RrIvitfd6tx5qYYPnxgl7dmxH7n0CcHG5BDqnLn6I/fGn5kzcga+aWuXRphvdFAAGJ0u+RGpnB8Zo61NkjAuo8cUN/bxR+acnIYu1/yIEF+meGtOCqW2aNHi9AoC9s1GWD2wYyABwNjotLWzCddyX1ZEXE+gcTxHxW6O6nAEAg6Hgjhpa9NTVdDLyoEJw1isIF3Hxsra7GZYTdrapREzTnQxJn5Gv61tkrBTNEnf9vsk4b4IzkyyRR+7CVvbNMK1OCFJkpWfy7i4BvviA4yNXaSrHlZ9kBnkj9/Y2qURYyOzMjafVW2XRogL+mN26i568GFWouhgfPi4q43QQ4I1OyxbO+TQIXz3YOT/B/XWW4f1gx8c01/8RbH+/M9LYvnbvy3WlVfmRSS1Mpq7dV5+jY3Nwgifch0bJwfMGfGBL9jaJQl6GAsERB4iRnzyI2MiPxo/ylZMf8iF2CibPGsT5pycBpGY0wNbu0zCNeYYG5L0JqNcvcBA8iBwfV9gIBFRKJUXGHgJwRXmjB4n8n2BgUkjyfq+wMC2lkSCQ/rYm0BlVeJ7tk4yg6zR9219gcHHhwDjYqFE4PnMGXFBf3yf0fCcKBcvMKCHxMGzp6T44Da8Xn/JJdL/8/9EiSXKLJXlr/7qpJ58Mi+afx7OnxsvMDBnEK7vCwxmgUSMuII+sCgiP5LEXXEuvsCA75hF9rfubToSGm/TMTCfRBLepksGAfJtJ6PwNp0d6DFklJSMIrdV9+7Sv/3b2USE/PEfl+v22w9GO+NDXn6USzKCQFis+ZIRhMZi1JeMyLXkR/rm6kfnIhlx7beWjNjKhle7MyOQUWYEMkpGNmRE+EydKl19tfSnf3o2GX3nO6V65ZU9EQHkRTYKZFQVgYwCGQUySkAgo2QEMqpANHx17ixdf33Fn/H467+W/vZvpfPOkx5+uEADBmyMkv+eyEaBjKoikFEgo0BGCQhklIxARr8HUztjhtS1q9S6tdSuXcWf8Jg9m7+sukp794YvvdoQyCiQUSCjBAQySsY3iYxwT/IK6pNc1YWMDKLpjmxBcqyQAwfyotgPFRiqQyCjQEaBjBIQyCgZ3wQywr0XL5YopNK8ufTppxW7lmg6ojiIm5wFHzKqiv37QzmgTAhkFMgokFECAhkl41wnI6oU9e8v3XxzxR8b/JM/qXjJgD+5ccUVUq9eFW/DVUUuyQh/DGRUPQIZnYtkVF6q4gNbtWH1Zm3fd1S2inGBjJIRyCgz/pDIKPpHNWqc/feeEIjpoYcU9f/UxZUQyCgZzHcgo8z4xpJR4c65GtLkBT1To7E6jlovy4ItkFEKBDLKjD8UMjp+/Fiks2JXZPsyKnLLLRV/cqMqAhklg/kOZJQZOSUjygF16NDh1CduwLhUYCCJ2N/wKdfJI1s0oU1t3fnzf9B3v/uQ6naPJvjUbyuD8iSUAurZs6dX0GIkAo3A9SERghbHxuA+jg1M1W6cwAc4NImNYPMBQQ/R+nwrHDD/ECPlbnxJBD9ibCwmXEHQMvcQkt0f04NxEbA+JAvM4ohFDaTrCnwZ/9mwYX0UHxCTdP/90p//+dlEBEHxuygszwJ6SI6+5AjwR3RRrcAH2Bg92NyH+CE15syXHAFjYjHCGF1BH1jU4Nf0zQfowUY+8QHMwg/y8Jl/rjUFoL3KATEwyKhZs2ZxDSfYn1VONsI1TDorbOpBMcAzfn8wT7s2zNakDrVV++lH9NBvv6vzz79Pb7aZqjV5B7Q/asPuhURGnaSuXbvqmWeeiYu3UliSulCsuAliHKOy7uqEPtEPdlmmPpnr2DA09dsYH8nb1i6NYF8CnxpO9MnV3gikj60JONvvk8TcF5KlWCJBkta2NmH+CViKbjJGV1uThIwfkXBd9UDSzD2CH2BrW9s0wrgINMjNRw/+S00xasr5+CPXomP+/HmRb26NCHe/Wrc+oF/84pj+7M/KThPRH//xSf3oR8fVogUV1bn2TD0sRBmXiY/K98lW8B/i1BCSy9gQbIwebI5P2dokCfeG9E2xVXzB1i5J0MN8MyZ0odNlXFxDH1iE4tcskGztkgQ92BY92Ah/8vFH5pxYQxe+4Do28qPJIzkho4YNG8YOhTNg9GwE45IcSdiQByvt+HfR5+vXr9OqRZPV//OGeubFN/RhmxZq+epPddUld+iFZiM0d/1GbVy39vRAqNpdt27d01W7W7ZsGR8hsv3DaPSx6v1tQp+YNJIjunFuPrO1zSRcg6GpAMz4SP62dmmFXR8VgA0BuPQJIalha8jb9vu0gk3pD2TPHNrapBGuJbGNHDkyHqOrrXFk40cEiqseEghVhE1Falu7tMK4qLZM0k7rfzZhPFTaZu7xI9ex4cvoMGPjs8WL16tnz+1R7OTpjTcO6M0396tOnTx167YjIq2zY9roYVwUt+W/q7bJRiB9Kq3jj/iCy9gQbIwebO7qj9wbf2ZsJH98wdYuSdDDfDMmKluj0zU/0gfGxNgYo61dkqDH5Fn04E8+/ogPGl2++ZF8hB/lpGr3p59+Gm+ROV/nKCkb4ViGZyEYnBUbq4D488ICHdy5XHMGfK4WjVqr/fjVWrl2ukY0vkQ3XPaAaneYq61HC3X8aH7M8DA9q+HBgwfr9ddfV/PmzeNgY9fE5zBx1XtXJ/SJVQQThrFgcNex0TccEiOzVbe1SyvsrAgQJh97o9/WLkmwFUmf4LD9Pkm4L4JDQUjsHphDW9s0wrXowrlZ4LiMi2s4LsTO+BG7JFc9HIWwKGL+WWHb2qURYyMSEbHiM2fEBXPG3ONHLnrwYXwZHYwNHz96tCAS+pof/e5oZMOj0fgL4v/mM/O7ynq4N3pIjMRYNrFlE/wRXcQqvuBqI1bZJlm76uEacypCf/AFW7skQQ/zzU6fZMsYXXMIfYA48GvGaGuXJOjBJhASNiI+bO3SCLrwQQgJ3ybH8ZmtbSbhGq5lbMT+OVO1GweAkJiwChzV9llf6tOa9+m515qq66CxGta3jT58/Dxd9KMrdd+bn6vvwg3acvjM5zkYh6rd7IZ8zkUrv8Dg++wpVy8w4NwkERzcx94kEpwSh/SB2aqjz+ds/Vx/gcEH2IjkT0LxmTPGQ3+Yex8/wpfRgW/7PA9DD4mDBY3PA2wAmaHL9xkNNkZPLl9gwDddwXwzJgibGHFF5RcYzpWq3ebZI4TkM/9cS8yy8zt336YrP6xtc4epQ5039earb6j22++o1suP6b4r/1nf++fzdOmtz+q1HuM1eWuhKrsdCc28TZcrMgpv09nxh0JGPrb+KsjIZ3FU+W06HzIKb9Mlg/nONRnRN1c/yiUZ4YN/OGTEG3RlJ1QSDbro+LGYHA5vm6GhDX6mqy/6nV5vP0dbikpUWnbmfdleh1e7MyOQUWYEMkpGIKNkMN+BjDLjG0JGZ6O8YI3mdLpbT93/ploOWS9b2gpklIxARpkRyCgZgYySwXwHMsqMby4ZlR1X4YFN2rZ5h/YdLpbtNDeQUTICGWVGIKNkBDJKBvMdyCgzvrFklAaBjJIRyCgzAhklI5BRMpjvQEaZEcgoBQIZJSOQUTICGSUjkFFmBDIKZBTIKAGBjJIRyCgZgYwyI5BRIKNARgkIZJSMQEbJCGSUGYGMsiQjH2AkQ0aQgA9IaOZLrz7BxrWGjHyD35ARydIHJGpDRj4gMEjYBJsPCHr64xMggPmHGJk7vpntCoLWkJHPQgRyNGTk64/YCDJiIeEDxmPIyGdRgy8bMvJJIugxZOSzWAP4I7qoCOHjR9gYPbt27fTSwxdLISOIBF/wgakHR4y4gj5UJiNXYBMWR9jId9GPDxoy8pl/rs0ZGVEOqG3btnGixWgkhGyEa0yAmBUkumxtqxOuhzwILupu1a9fP65ThyPwOYLxbNfahD6RFElqBC0T5zo2ViCm9A6JzdYujdB/gpZSHiRKV3sjBBlORGkR2++TxNwXgqU/6MvGvlUFh6QvlE0i2FxtzfyzeGBs+JGPHuaewCDBZeuPRtCFjViMMHc+c2YSLXOPH7mODV/Gp9HF4sZHD0nW7B5t7dIK/kPyJ1HiR642YoeFnu3bt0Z6iiN783npqX/p95ntbcK9TSkw8hu+aWuXJOhhvs2CzRCbrW0m4Rr6QOInP1I+x9YuSdBjCAQbQbiufo3gg+Q0fIAc5zo28iy5n2KyOSmU+sEHH8SDJKEQfNkIrEhnSEQUp6QztnY2MddyNDds2DD169cv/vMRDzzwgF588UV169ZNffr0iX8HIdBHm56qYnZp1EvCSAQcn9naZhKuIalRuJOaciQBW7s0YpzRFILkZ5c+IQQHhQnZidh+n1aouUV/SLbMg61NGoFAmEOKrjJGV1sTHNjZFBP10UN1dAQ/sLVLK9iIoqQkgLT+ZxPGw7iYe/zIdWz4MjrM2Hz0EK8mPmzt0gr+iC4WNj5+TWKcPHlqZKeFmjRpu0aM2BP51G4NHrwnisFdUW7ZFum3X2uEe+PPFKWlP/imrV2SoIexUE8OXYzRNT/SB1NMlDHa2iWJ6Y/Js/iTjz/ig8QaunzyIz6InfHtnJGRmTSSUjaCQUwSwdh0xtbOJlzLfTHw0KFDY+IxZPTCCy+oS5cu6tWrV/w7nMKmwybopR8ELIELofCZrW0m4RqMXZmMbO3SCLoqkxHjdukTAjEz+TiB7fdphHsTIFQ3JtB8+sP8owsyMknb1i6TcI0JEFNJ2lUPuw9DRtn4Y1VBlyEjkgg2srVLIyQP448Ev+vY8GVDRozNRw/jgoxc48OIISNi1MePli9fpoEDZ+ill9bqoovy9d3vFukf/7FI//IvRbr00gK9886eyDdY/DAGuw7uTX8qk5GtXZKgh2vRYarI++RH/AgbmYVftmL6U5mMbO3SCLrwQYok4wO++TEnZFT5mM5sr9n6ZSNs1yof05ljkTTCtfxrjunYzhJktmM62lS9vjpBL0cYGIoEZ47pbG0zCXrYwhJkOBT9sLVLKxxhMXEkS3MsZmuXJOaYjvmz/T5JuC/Cyob+VD6ms7VPEuYGXeaYzkUP13C8hh8xNo4hXPXgR8w9gZGNP1YVdDEuEghHSD42qnpM56IHHzbHdIyPIxJXG9mO6Wxt04g5puNIy8VGHMUh27fzt5k267zzCvVf/kv56b/NVPGHAsv1b/9WplatTkR54ffXnK2L3595TFe1TRpBD2Nhwc7iD52uOaTqMZ2tXZKghziDEJk38zjERdBV9ZiOz2xtMwnXcC0x631Mx2TxAoPvX3rlATZbWBiWQfqA5JirFxgIfAzFJLoCR2LCSEpMgA8gSBIbjukDnl+QRM61FxiYO98XGPAjkyBdQdIg0Ejavv6YyxcY6A9zT5JzBb6MDnzb9wUGCI3VNj7uA/wRXSRsHz/as+eImjXbqb/7uxNnEJER/prtO+8wJ6cuqAYsZJgz85zHB4wJovV58YA+QGrkR5+q3eYFBmztEx8AH4TYIA+f+edaciO79fBqdzUgCRH8vsFGwEMgTJxPEsG+JDSSPwTpY+/wandmQGoka0NqPrbGRiS28Gp39cjVq927dh2OyGiH/uEfSqxk9Fd/Jb37bjIZQRwQSHi1u3qYRQ2nED7zz7WBjBIQyCgZgYySEcgoGbkio7y8Q+rTZ7Ouvz5ff/mXZx7T/bf/Jt14ozRqFLF96oJqEMgoGYGMUiCQUTICGWVGIKNknItkdPjwIS1evEYDB+5RvXon9fjj0sMPV0i9etLMmcTjqcYZEMgoGYGMUiCQUTICGWVGIKNknItkhI3Rs3cvL0KcjMbHXEo8hszGZIGMkhHIKAUCGSUjkFFmBDJKxrlMRvhSebm7nkBGyfgDJ6NylUeTcqI0crIMtwpklIxARpkRyCgZ5zoZ+egJZJSMP0wyKi9VYd46zRvRXe1bfBgRTVO17Dxas9bn6ZjlloGMkhHIKDMCGSUjkFEymO9ARpnxjSKj4/s2av6wLmrfa6AGDumnno2f0R2/+a2uerGdRmw4+7sbJDRDRhCKKwIZJSOQUTICGSUjkFFmBDI6R8io5Ohh7dm4QVv2H9cJnVTx9vFq/cwN+s39tdVp3tlf2jRkxMACGdkRyCgzAhklI5BRMpjvQEaZkVMyohxQixYt4jIVGArHykaYJL6lTMKmHAwdO7PN/qjNQR2M2uXtXqulU7ur+Zuv6J2mX2rKyh06eHB/HPAMgrIbDOj555+PCYlCp5TiwbFoc6be6oU+MTaSI9dzLZ/Z2mYSo4dSF4wP57a1SytMPmNinNjbpU8IiYhaVzi37fdJYu6LI1J+CX0+/WH+0UXNLBKlq62xL3ZmbJC/qx4SCNUgOPKlooOtXRpBF0REDS/GZWuTVogL+gP5k2xdx4Yv4z/4Nr7pqoc+UAeQ+HDtjxH8B10sInz8CGIkh+BL+JStTZJwb/SQHIkPHz2MhTGhi8WNa37EH8lhjI2+2doliekP/mjPs+kFXSxk8UXmzSc/cq3JIzkplNqgQYPY6GY1mY3giEw6SZYioAzwrDZrVmn1kjma0L+13q15na664Q49+X43jZ+3SuvXrYmTfd++fePCqPXq1dPdd9+tmjVrqk2bNurUqVNcLNU4e1XdNqFPrGYoAmgq5fKZrW0mMXrGjh0bGxtHsLVLKwT+6NGj4z4xFpc+ISQ1U7zV9vs0wr0JMvqDvrS2tQnzzxyOHDkyHqOrrXFq/MgUpnS1DwHB3FMsE3KztUkjxkbjxo2Lyc3WJq0wHvpDQUkSk6uNuBYdZmw+eiiSywICv3bRYwT/IfZNjLrqgmBNIWF8ytYmSbg3/WHO6I+rHoSxoIP4R6dLfkTwR+IDv2aMtjZJwrjoD3qwEQsSW7s0gi7mnJyGD/j4I/nRFIHNSaHUVq1axccZbPs53spGuMYcQRBwsPdZbY4eUf7+HdqwbLqGd6mrJ264WL+66ik1H7RcO48VxdewgoUcR4wYoVq1aunTTz+NHYnPWbmxKqGPVXXbhD7B3BgZ41APynVssL9J1hwj2NqlEfrOyp+Jo0+u9kawCYmI1brt92mEe5uVKH6Q1rY2oR6dWY2y4nK1NceY+BFjY0Xrah+OCpl79OAHtjZpxNgIImJcPjbCxwlcfNrHH7kW/0EXvumjh4UDCwBiy9YureA/JEd2/uQClz4hxDl6OFpHj61NknBv+sOcER/4pq1dGmG+GZPZhbqOiz5AZORHcpytTZJwb2yCHmzEbsvWLo2gi1yGL+IDPv6I70BKLCJzUiiVZ0Y+4CyTbSODo5MZUbxLkz57VjdcfpeebztbW6ocDTPx4S+9ZgZJCHKE3HxA8NMfHMrneQjzT7Jm7nwLpeJHjI1E4AqeYZlVbKI/JgAbsYqEKH3AeOgPc+/z7BFfRge+7XPWjx4SB2Tr80wV4I/oYgHh40fYGD34ko8ekiuLERI2vuADxgTxEyOuoA+QkFmIuAKboAcb+cQHwAfNMyOf+edaYpaF6Dn9AkPpsUPau3WdNmzZpYOFpSorP6myozs1tUcjPf7mh2o7ZYuqpgp2IeHV7sxgtU/CJmh9gGPTH5KJzwPj8AJDMszpAXMfXmCwI7zAkBnYBD3YyCc+wDn5AsNXR0blOrpzsSZ2e0/16jbUpx0HaPiEKZo6aaT6deuh/uMXacuRsx0lkFEyAhllRiCjZAQySgbzHcgoM74hZBRNZnG+9m9aqGljBql/r4EaOnqSps5drvXbD6iguMxaiCGQUTICGWVGIKNkBDJKBvMdyCgzvjFk5IJARskIZJQZgYySEcgoGcx3IKPMCGSUAoGMkhHIKBmBjJIRyCgzAhkFMgpklIBARskIZJSMQEaZEcgokFEgowQEMkpGIKNkBDLKjEBGgYwCGSUgkFEyAhklI5BRZgQyypKMfICRqAqAsSEBH5DQcvml11wEvyEjkqUPSNQkf5zABwQGCZtg8wFBT398AgQw/xAjcxe+9GoH4zFk5LOowZfRwfh8kgh6DBn5LNYA/oiu8KVXO+gDixry47n0pVdyGmTkM/9cmzMyohxQu3bt4oTCYF2EJMLA6AiMbWuTSbg3E4ZQlLJhw4bq1q1b7Jx8hv5s+2eC36z8bG3SCMnMEAgBbGuTRug/Kz9T7sTH3pSWwbFJlLbfpxXmn3IgrGyxs61NGmF+CBJKHZkdhIuY1Rpjg9RsbdIIiwYWImaH5WNrbERiI4n46GE89Mfs1G1t0gi+jE9X3vW5CIs1SBZS479tbdIK/khSY3Hk40ckfPRgc3zK1iaNQI4QCKSGL9japBHmmzGxGCVGbG3SCH1gsU5+NKcQtnZJgm3Rg43wJx9/xAdZ1OADPvPPteT+nJFR06ZN48TGSoIJzEaYLBIRSY0ifgSbrV0mIflQ24jij23bttUTTzyhOnXqaPjw4XFRQH5HcrFdaxP6hKEpckiCJMHxma1tJuEarqUwJeNjBWBrl1YIfIqkchSJvV36hDDhTL4JuGzF3BeSpcAh+nz6w/wTsBSCZJ5cbU2gUVOMsZFwXfXg19TcY/7xA1u7NIIubGQqm9vapBXGw0KL3SPB6zo2rsV/TCVxHz3ElamQ7qLHCP5D7JPYfPwIsqZP2ByfsrVJEu6NHuaMRQS+YGuXJOhhLIwJXeQo1/xIHxgTNqJvtnZJgh5swmIWPfgT/bO1TRJ0kcvwReztmx/JQ9goJ1W7eUZDosS5GWQ2AvkQqAQHlZKZPFs7m5hrST79+vWLnxOxK7rnnnv0zDPPqH379vEOid8RgPTRpqeqoJfVAySCkTCQ69i4lsq29BFHsrVLKyRsqgnjAIwF/bZ2SULChkRIJLbfpxWSNf2BaNPa1ibMIbqoAM4YXcbFNdgXOzM2HNzVPuwamHuIPxt/rCrcn3GZavS2NmmFxMi4mHsSm8vY8GGzcEMXPu5qa/SweDCJ1tXWCP7IQtLEqKsuEi16sLmrP3Jv/Jk5oz/4pq1dGqEP6EAXOl1yCGLig/zo6keMi/6QZ7ER/mRrl0bQZWINHyDHucwZ1+CDkBqxlpOq3fypBrb/nCOyfctGOFphq4ahzNmqrV0m4SiF6xASP7si+sSKje0xW1uOJGzX2oQ+cayCoTA6x32uY+PYiWDDodga29qlEezLcQYTR5/4Gf22tknCighnxD623yeJuS/BRbCxymEOq7ZLKxxlootA4YzdZVxcgx/gR4yNeXfVg68w9xARPoWtbW2TBF0EnKmS7DNn+DDjYu55duiiBx/Gl9HB2PBxVxuZ55ckD3Ta2qUV/JFFCKtt/MjVRtgYPay2XfVwDf4MeRAf2eSNyoIe5psxEf+M0TWHEB/4EfmR3YStXZKgB5ugBxvhT7Z2aYX5J6fhA8y/q63JjxATu7WcVO3u0KHDqU/cwNklRywEie8DYyY+Vy8wkNhIkhjNFRgdJ8Ipc/ECgwk2H+CIrP5xbB+YJELC5vzXFcw/CYC5832BAT8yz0Ncwdk6AUKw5eIFBoiNgPUB46E/zD1JzRX4MjrwbZKlK9BjdkT4uA/wR3Tl4gUG9OBLPnogacg6Vy8wsIggRlxBHziFIj/m4gUGbOQTHwAfhKwhD5/551pill1Wzt6m85l8jE2yzoWRWKmHV7szg10Djk3Q+gDHpj8kEwjFFcw/SZtdH4TrCsgeP2JsPq+uQmok68oP+V2BjUhs5sUMVzAe+pOLxRE68G2fxRp6SByQtg+pAfwRXSR/Hz/CxujBl3z0QBwQCIs1fMEVzDdjYjFKjLiCPpBryY8+Cz9sgh5s5BMfwCxqWGj5zD/XErOBjDIgkFEyAhklI5BRMgIZZUYgo0BGgYwSEMgoGYGMkhHIKDMCGQUyCmSUgEBGyQhklIxARpkRyCiQUSCjBAQySkYgo2QEMsqMQEaBjAIZJSCQUTICGSUjkFFmBDI6l8jo5AmdKD6u40XFKjlx0voXXg0CGSUjkFFmBDJKRiCjZDDfgYwy45tDRuUnVXxkl1bPHKnen7dWq+bN9UnLTho6Y5V2FZSGPzvuiEBGmRHIKBmBjJLBfAcyyoyck9FX9aXX8oJd2jRnkHp266JOn3dQ60Yv6rFrf67f3v64mg5cqF2WWDJfeuXbvD7BxrUkpFwEP86IwUmWPiBRQ2w4gQ8IDBIbweYDgp7++AQIYP4hxvCl1+rBeOgPc++zqDFJBN/2SSLoITn6LtYA/oiu8KVXO+gDixryYy6+9ErC94kPgA+ywEaXz/xzbc6+9Eo5oM8++yx2bDqI8mwEpybgCQ4SG45ZVHRcxSVFOrx9nVZOH6uZyzdqX/4xFe5eqpkdn9Pdl/5ct77cTpM3HdWJ0uI4gXEdQq202rVrx32CSFh18TkrAfpo60NVoU84Dw6Jc+PkfGZrm0m4htUaK34SiW85IBybnR9Oyc8ufUJwSAgSZ7L9PknMfbEv/UEf5F21XVph/tGVi3JA2JmxMe+ueghUCIT5xw/S+o1NGFflckC2NmkEHyapMfcsSlzHZhK2GZuPHnbFJA/+29YureA/6GLBhh+59AlhcYUeyNbVH7k3CwgWRsQHvmBrlyToYb4ZE7oYo2t+pA+QPvkRorW1SxL0YBMWWdiI0mI+/ogPsuhDFznOZc64hmvpE/USc1KbrlGjRqd3ESjORjAyCYTaRBTwI0jizyNZu3qVVi1boTWR7g2btmjHxmVaPPgj1bj2t7rjuY81bN46bd20Ph5I375946Ko7777blwo9emnn44reHfu3Fl9+vSJqzDTx6r3twl9IvApJmkKpfKZrW0m4RqSGgTJ+EgCtnZpxJD12LFj4z7xs0ufEMiRoou5KpRKsDGHtjZphGsholGjRsVjdLU1iRo7MzYIyUcPhRt9C6UijMsUSk3rfzZhPIzL1x+5Fh34Nj7uqge/pkgmBWXRaWuXVvAfdOGPPn6NjdGDX7r6I/emLh01LukPCdfWLo0wFnSgizG65EeEPpgCpyxsbG2ShHFhE3Yg2Ah/8vFH5pxYQxe+4OpHxBcLWu9CqbA9ZPTRRx/F/83KhFVFNgLTs00jQZpq1Hy+Y8epNtHvkV2792j76ika3uIxPfBkHX3Qa5bWbt+tXTu2nw5UEmOrVq302GOPqVatWho0aJDGjBkTTyJEQB8r37s6oU8YCweAxHAiPrO1zSRcw7UEPgZnpWVrl1ZIkoyTPjEWlz4hOACOROK3/T6tEBj0B2f06Q/zbyolM0ZXW2Nf/IixEcCueljNMvcErvFHF0EX4yJhM660/mcT+kF/SG6s/F3HxrXoQBc+7qoHv4bUSPzotLVLK/gjuvBHFrgufUKIcfTgl+ixtUkS7o0/kxzpD75pa5dGmG9yE/HPGF3yI2Lig/xIsra1SRLGhU0gRWyEP/n4I3NOTsO3IRVXP+JaFhHoycnOyPeZEWeiGJyArfYss/yYNs4eoFaN31SHYZEBDtnPcjF2rgqlEqwEHVtKV7AVxiFJlD5n/cA8M6JPPuDIxyRrH+DMOJLvMyPmn74wd7l4gYGx5eoFhlw+M/KxEXHBypYkkItnRujyiQ9igsRBMvGJD4A/QiQc0fq8eGCOIPEl3xcYII9cPjNijK6gD+Ra8qPPMyNsQswyb9Xm2ZTAB/EjfJsc5wpzlMniKCdVu7/yV7tLj2jP8ika+mVf9Zu8WluPnHIQ7lnF6VgZ8zYdZOSTSLiWgPUNNowNgfiSEfY15/SQkY+9w9t0mRHepkuGISMWbD7JCIS36TIjvE13TpDRSZXk79GGWaM1sHt3jZy6XLvyS6KkU6hDuzZo+epN2rrvzIBi6xhe7c6MQEaZEcgoGYGMksF8BzLKjHOfjGJVZSrYs1TjOr+jZ++6QTff+7heql1f773fSA3eqa03X3tHTXpN1aK8M50lkFEyAhllRiCjZAQySgbzHcgoM74BZISukyo6vENr5o3TiMEDNXj4SI0YMUIjhg/T0KHDNWLMdC3emKf8Kke6gYySEcgoMwIZJSOQUTKY70BGmXHuk5EHAhklI5BRZgQySkYgo2Qw34GMMiOQUQoEMkpGIKNkBDJKRiCjzAhkFMgokFECAhklI5BRMgIZZUYgo0BGgYwSEMgoGYGMkhHIKDMCGWVJRj7ASIaMIAEfkNBy9aVXQ0a+wW/IiGTpAxK1ISMf5JqMfAIEMP+GjHwLpRoy8lmIQI6GjHz90ZARCwkfMB5DRj6LGnzZkJFPEkGPISOfxRowZMQXRH38CBsbMvLRwxdLDRnhCz4wZESMuII+VCYjV2ATQ0a+i3580JCRz/xzbc7JyGfyK++MfBmbUifsjLp37x7rol8ufcvVzghSCzujzKi8M/JJ2pV3Rr6k9oewM/IhWvQYMvIhNZCrnREkYsjIR88fws7IJz7AObkzohxQ06ZN44mjEizGz0ZYDeE81JOiHhiBYmtnE67lX66hlAwD6tSpU1wktV69enGtOuo5cXSH4apeX52gl/YQGwmSUkWuY4OEqLtEbSnsZWuXRrAvCZKaWfSJz8z4sxWSNTXFCDjb75PE3BeSpT/oo39V26UV5p+ApYYgY3QZF9eQ+PEjxsYiwkcPc2/qEtrapRF0MS5q5ZH8zWdV26URxkN/8HP80UUPPsy1+A+68HFXG6GHeCO2SCa2dmmFJIsuSBs/crURZI0ebO6qh2vwZ/IG/cE3be2SBD30gWRNLTjG6JpDWDQSa+RHxugSa6Y/LB6xEf5ka5dWmH9yGr7N/LvamvzIfGGjnBRK5ViMwaGY4M1GCAhWVyQQCgoyebZ2NuFa7ktADBs2TP3794+Ltj7wwAN68cUX490R1bz5HYajrU1PVUEvzoOBmDick89sbTMJ13AtBUBNJWFbu7RCcFABmD7xs0ufEBwSgiQp2X6fJNwXIWHTH/RhW9f+MP/ooqgtjumih2uwLwHL2PAjVz0QInOPHoLD1i6NoItxUUwW4jefVW2XRkxSMwnJdWwmYTM2fNxHD+MyRWlt7dIK/kPsQ7Q+fkTCNkWJ08Z6VSGHoYeFEfGBL9jaJQljoA+MicrWjNEnP+JHjI34sLVLEtMfFiHMG7nE1i6NmPnHF9Hlmx+xkXfVbnNM16ZNm3jbxjEJR1HZCNew5cdQBCxbbVu7TMJRCscgPFPBOHXr1lX79u1jsuTYh885LqOPtuurCn0y588YnSMS17Fxb4gQh+JYxNYurXCcwcSRdF3tjbBCwhlZ3dh+nyTcFyG4CFj0MYeu/eFadBEojNFFD9dgX/yIseFHrno4OiBRQwD4la1dGkGXSW6sin3mjPHQH+Yef3cdG8cz6MC38XEfPSRGkgn/bWuXVvAfYp949fEjbEyfWKmjx9YmSbg3q3bIg/yGL9jaJQl6mG90sFtnjK62pg8kbmzEbsLWLknQg03Qg4047rO1SyPowgchanyb+XcdG9dCTCxqcvLM6Kv6S68uIPF/8MEHMctifFdAXmZVhFO5gj6YAMH4PoDYmHwcygecX0OyBIgPOMKgPz7n2ID55ygCosU5XcHZOn7E2Hwe0PIMi8UDSdvXH7ERJOLzLAwwHvrD3BPIrsCX0YFv+5z1owfChvx94gzgj+gi0fr4ETZGD77kowfiZ0EDKfm+wMCYIBGfFw/oA0RNfqRvrsAm6MFGPvEB8EEWWpCHz/xzrTnyPedeYPA1Uni1Oxnn8gsMEK4rIHv8iLH5vAjzh/ICg8/bpughcUDaPqQGcvUCQ3i1OzOwCXqwkU98ALOoYaHlM/9cS8wGMsqAQEbJCGSUjEBGyQhklBmBjAIZBTJKQCCjZAQySkYgo8wIZBTIKJBRAgIZJSOQUTICGWVGIKNARoGMEhDIKBmBjJIRyCgzAhkFMgpklIBARskIZJSMQEaZEcjoXCWjk5nL+wQySkYgo8wIZJSMQEbJYL4DGWXGN4yMynXyxDEd3bNWC6ZP1pBxS7V+71FV9/Z/IKNkBDLKjEBGyQhklAzmO5BRZnyjyKi85LiObF+uOaPa6LUad+rSGp+qz6Ldqi6tk9BM1W4IxRWBjJIRyCgZgYySEcgoM74KMvJZqIM/SDI6WVykwrwtWrlwoOo+cpV+cHtDdZm7U5XDkXub+1e3M8q2f4GMknEukhF2DmRUPfBlfDqXZOQTHyCQUWZUJiOfCgyVycin0gk458iIQKNQapMmTeKJc61Ki/NQv4kOEWzoOt1m7z7tP7hXO9ZMULPnrtNPbq2lT0ct1tb9edG1FdWsST5cSyFJShM99dRTeueddzR69Oi4AB8F/UguJN/K965O6BOGplYa5IaxXMdGcvwqqnbzM/ptbZMEe2ETAs72+7QCyVK8kSBJa1ubMP+QGgUlGaPLuLgG+2JnxkbCddWDXzP3FLfFD2zt0go2MlW7z/DrLIW4oD/MPeVTXMaGD+PL6PCt2o0exkUBT/7b1i6t4D/oIrH5+DVkjR5s7uqP3Jv4oGo38YEv2NolCXoYCwsRU5TWNYeYRR85jjHa2iWJ6Q96sBGLCB9/ZM4p34Wd+G+XOeMafBCy9q7aTfBDRuxEGByKSQLZCEFGAiKBkNiYPHT9vg3VXddp5bxBavjEVfrhja+qyaCZWr21okrshuhagmv48OFxhW7q0t1///16/vnn1aVLF/Xq1UtDhgw5Xay08r2rE/QSGDgRRsKR+MzWNpMYPabSNk5ua5dG6DtBZv4sBj+79AnBFtiaRGL7fZKY+5Icx44dG+tjDqu2SyskanSxeGCMrrYmULEzYyOR+OiB9NHD/NnapRF0kfRN1WafOSMu6BNzjx+5jg1fRge6GJuPHipbm/iwtUsr+A8Fjln4+diIBS16sDk+5To2+kOlffpjTkeyFfQwFnITukjcrvnRxAf2Zoy2dkli+kOeRQ/xwc+2tmmEOYfU0AWBuNoaH8TO+GNOqnZ/9tln8VadrZuLcFyAYWBItshn6zqmwztmqOUrN+r8372rjtM3Kr+k4ne05XqOd9imM/Fvv/222rVrF/ePbS3HW7Q5U2dmMVWSCXx029qkEe6NQ5KsOWqxtUkjjJOVFRNHsvSxNzsRnJFdm+33aQVnoj+sQtlu29qkEeaGQCVQGKOtTRrhSA07MzaORWxt0ghHtAQFBIAf+NgaG5FAWAX66CEu6A9zzxGLrU0awZfRgS7ixdYmjaCHhQNJCR+3tUkr+CO62PH5+BGrbfTgS9nGe2XBnyEkVvz4gq1NGmG+GRNExBhtbdIIfSB5kx/Zzbj6EbZFDzYiPnz8ER+EJFlk+cw/15L7IbacPDPyrdrN2SqTRuLHic5GuYr3L1C7N27Rhfe+rx7zd6m6+tcEPrujnj17xsZ2BRNHYiOZ+DzrweA4EY7tc/4McAATbD4gsZGQcGwfmCTic44NmH/6QtD6POvh2RN+xNgIYFdwtk6AEGx2f0wPbMSixudZGDDPMJl7no25Al9GB77tEx/oMTsifNwHJEZ0sRDxATZGD2TiA0gasobcfJ49ARYhLI58n/VwVEd+pG8+QA828okPYJ7PQh4+88+1xCwnGuf8CwwVKNPxfXPV5tVoZ3QXLzDsOOMFhspgpR5e7c6M8DZdZnzbX2BAhy/RoofEAWnj4z4ILzBkRuUXGOibqx9hE/RgI5/4APggixoWWj7zz7XE7DeDjCK9J4oPaeeKQfqgxq/1o6ue00fDlmjn8VKVWe4ZyCgZgYwyI5BRMgIZJYP5DmSUGd8oMiovK9Xxg9u0evZQdf2ogd6p20xdRs7R6t0FKj5x9j0DGSUjkFFmBDJKRiCjZDDfgYwy4xtFRtGURrpPRhNSqtJi/lxtsUqjySkri+5nuWUgo2QEMsqMQEbJCGSUDOY7kFFmfMPIKDsEMkpGIKPMCGSUjEBGyWC+AxllRiCjFAhklIxARskIZJSMQEaZkSsyAofzC7Rt62aVFrnPPQhklAKBjJIRyCgzAhkl4w+GjCLfrMBJFR/ZrS0rF2rOjJmaPX+Rli5epIXz52rRwnmau3Sllm07pOOlv59j5jstGZUe3avNiydq4owl2pBXpJJKrpKejE6qNH+PNi6ZpsH9+qlv/ylatHavDh0r1JG9G7V40kh1bt1a7bv31rw123XkGERbrrLjh7Rz1TzNGDlKE+au1daDx3UiwXwlJcTaNq2O7B3IqBoEMkpGIKPMCGSUjD8MMtoT+WaUsEsPa/2MIWr3UQM1fK+5PuvUSwNGjNXE8WM1vE9ntXrrUd352HOq+cU8bcv//d8TYL7TktHxXUs0qVMt1Xm/q8asOayjlbqfmozKy1RycINm9Gmku370P/Uvf3+Nanebp7WHj+rAlrka0OABXfO9v9D3rrpXHwxboV1HonwU6TpRuFlzejbVK9c/ptrtJ2rB7kKV8kw+A0qKjmr9mmVasGSZCo/75ceckpHvl15xHPOlV0jAB3xzmi+9UlrCh0QIVBJSLoIfZ8TgJEsfkKghNrbHPiAwSGys/HxA0NMf36MD5h9i5EuvPgUcCVrzpVefhQjkSJIlYfv6IzbiKIOFhA8YD/1h7n0WNeZ4Bd/2IRH0kBx9F2sAf0QXXxD18SNsjB58yUcPX1BlAbF33z6VHdurPdM+U517rtVv7q2t1qNWat+xstPvTpUVHdHG0Z/qjTefV43Pp2ndkTNJcN++vVq+YqWOJC2OThSp8MAO7dx1UPklJ896NwtSWx/5ZBq/Ltq9RCPrXqUrf/Jj/e6TSVpwgE9PqmBFP3342KX6px/drOc6zFWecaOibVo2tlOUNwdo7uaj1RYUOI2TRdoyb4i6ffa+eoyepfxid+IvjfwoZ196pTZdy5YtYyORwAnebIUERAIxZVNsbaoT7ksyZAXKoKhR98Ybb+iTTz6JBwYJ8DtWTbS16bAJ3waHREgk6HcdG4FGDTiIlj7Y2qQRVsaQB3W3GFc2Y6kq2IQdDYnE9vu0QkKjZhZ2p3+2NmmE+UcXJUFIJLY2acQkI8ZG8NrapBFIn5UxRIsf+NiacZlyMD56iAv6w9yTLG1t0gi+jE+jix2JrU0aQQ8LP5I2/21rk1bwH3RBkj5+RJyjB5v76lm4kP6s17Ylw9Suxs91wb9dqkeajdLC3cd0orhIx6N8QE44Hu0KivOWaPzw3mrZbaqWrNusravnadbsOVq4fo9WrdugWZPHaProkZoxe5nW7Tyg/GNV7pl/WIf27dCmaKexfNkirdtxQAfzC3TkwG5t2xj589yFmjxlsoYN7qfhg4dqyqylWrctT0cKLf507LiOH9qprRMa68kbfqb/cW1dfTx2vQ5Enxdum6LPX71D//in/6ZL7m+qkWv3K7+oUHkrJmlIq3f18cAZ2nSgUMXHyauHtXfbRq2L8vK6dWu0OvKZtZt3a3/ke9sWD1OLF6/Xb355iV74sLsWrNqu/QVHVZB/SHk7Nmjt6si/Fi/SnHmLtHTdDu0/dFiH83Zq85olWrViSeR/KzRv1mzNWLhWa7bv1epokTVzxgy/2nRMGmTUsGHD00daOEI2wgoUIiIRUVASArC1q064lmKNFESlMGq9evX0u9/9TjVr1oxr5nXq1Cn+HUmTPtp0VBX6RD8oukixVIKXz2xtMwnXEKwUN2V8GNrWLo3Qd5IshUkZLz+79AnhOIwChxCb7fdphVpy9Ad9zIOtTRqBqNE1atSoeIyutsa+FAFlbCRbVz0QGkVSEfwgrd/YhHFRL5GFlo8exoM/Mvc+/si1+DS6IFwfPYzLxIetXVrhaJ3Yxx/xI5c+IRARfcLmrv7IvVk8TJgwUfNnTtToDm/p1//7f+h//vhBNeo5RUs2btLGDWdes3FjlHwXLdSs6Qu1aPpoDWj+pH576+16qPlwDZo8Q0O7fqha11+pa657Wu/3i+y1qcr4Vq3QonE91abWHbr3vnuj+0zX3JUbtXLeKPX86DHVuOFq3f5kLdWq30DvPH2ffnfb3apZr71GzF+ttevPttWGDVGSXzRanzx3g/7hOz/QbbU6aczCVZo/tJkaPHyJfvCd/6l//P51qtl6rBaumK3RvVrp9Vc/UpeRs7V642ZtXL1Ys4e20XuvvaU6H3VS78G91LXZG3qxXlO1HRb5Tp/GqnnD9/W//u083ftKMw0cOVNLVizVtHF91KLN5/EzqV49WqneM/froRqvqd2AyZo4oosaPnuLbrn7ftWs84Hq1q6tV+u315eT52v6vPmalotCqZDRxx9/HK/WWFGy+s9GWM2a1RpJjRWkrZ1NuJZ/uQbnI4lQufvll1/Whx9+GO9I0MvvWClXvb46QS8rdJybJMCq1HVs7GYIDkiJVbatXVrB3mxnSZDY24w/W2HRYAjE9vskMffF3vQHfa7zjzD/6CKxsUp2GRfXsNLHzoyNhZKrHnazkAfzj2+56EGwB+MiybIb5TNXXRWr9YXx3ONHLnroD3GATzM2fNzVRsQE8WV2obZ2aQX/QRdk7ePXPJdFDzZ31cM17NDmRgly/dLpGt2qpv73P/+9/ua62uo0ba3yCvKjNlWui645ciQ/2hkUKH/bIs34/Cld8Ktf67cfjdfoxZFfD/xU71zwY/38B/eq/pDF2nM0//exEv17JPp379JR+vLNX+ji31ylt3ov0bq84zq4bb6Gf/ArXf3D/6Nrn2utrqOmaOHAj/Ts7ZfovJue1qcTN2nfoUhXlf4cjvpy5OBuLR34vm763t/r+1c/p2b9h6tX4yZ6++Fn9dpj1+jyf/0XXfbgJ+o77Av1bvea3u0+UQs2H452lNH49mzWunGf69PGn6njiPlavXWhxrd7Slfdfp8e7TBDq+f01kc1L9J5F/xCr7YcpA07dmv3+onq2eQp1Wo9UBNW7NauzQs1/MOrdPP539E9jQZqwNBueu7m7+lHV96ler1ma97iZVq0NNpxbdmhFacWkTmp2s0LDD7gmQHBihNxlOEDEpH5S68+D2i5luAgUHyeGeXqBQaAAxP8PMfywVfxAoPvMyOSPnPHGF3BMyP8iLH5+BHPjFhhQtYcffgAG0GQJAkfMB76w9z7+FGuXmAgJkgc7CR8nxlVfoHBx4+wMXrwJR89LI5WrFylfVtXaHHfurrwf/+jvnP56+o4a7sSn7Id3aJV/aLd1PU36Hft5mvmpt1aOK6Tml5+ia646Ak1n7TZWlezbPc8jfnwWv3mhlv0/sjNyuM9iMJNmtnmGt36i5/roUZDNGnFRuUv7atGT12j/7ippj6ZtveMt+7OxEkVbJ2iDg/9XBf8nwt16wNP6bE67fRmy9Ea07Oh3r71B/r3C6/SHY+8qkZvfqzRy3arwOgqL1Xpoa1au2S+Fsyfp9lzRqlbkxq69Jb79EiXxdq9bozavfIr/eQXv1a97pNVUHREBxd/offvvk7P1G6nPmPmas70yRrdu7laffiWWg9drhmTBqrWPT/SFfc+q55Ljp1+LlUc+Q4x+618m46Extt0DMwnkXCtISOfYMsVGWFfVm2GjHzs/VWQkc/bS+FtumQwHkNGvi/U5IKM0GPIyOdFCFCZjHz8qDIZ+eiJyWjFSu3dvUW7FwzQe9f/TOd972o91WaiVh/+/dtylXGiuDRKrKUqP7JJK/u8qcuv+21ERgs1e8seLRrXUR9ddpEuvxAyiubv1DWVUUFG1+mKG27VB6O2aL8ho7bXRmR0gWq8N0QTl6/XocW91fCpa3XezU+p5fR9Ks0wzLLCXdrY90Xd/bN/0Xf+/kLd8U5P9Zi3VSvnj9SIpg/r6n/9M33nR9fp0aYTte7Q779PdfL4Pm2d3kPtPvlEXYbP1IpNKzSx84u64o4H9Fi3aCe8brTavPRL/eiSyyvI6Nh+7Z3ZVq9ec40eqP2Fxi7dqQP785S3b6/27NqiFRvztGLSl3rrnh/qyvueU6+lx07boCjXb9OFV7urRyCjZAQySkYgo2TkkoyWR3O2Z+8eFR/eprWDP9DTt16qS3/3mpoPmKeN+w4rP8oP2O/40SPK27JGSxcs0rINe3X80BZtHFpfN119ta54d4gGz1uhCb2b6fULfqifnf+wPhi7/vc7kEoo2TFTwxr8WpdedZ3qD1mvvdHWoTx/naZ88hv99vwf6d76AzRuyVrtn99d7zxyuf7PdY+q2aRdKrZzYwVOFql812g1e/hK/eCCGqrz5UIt28VfxF2hLdPaqd6t/6mfX/OUPpm0XQWVzFW4c5b6v3a5rrnxMdXtu1Bb89ZpaucX9Kvr7tQ9rWZq86poZ/Tqb3Te+Zfo5ZaDtWPvTu1YPFjv3n2NLr31eTXuPVWrtu1V3t6tWrdomoZNWKoJA9vp5du+p1/e8aS6zD+iY6fuh+8EMkpAIKNkBDJKRiCjZJyTZHT6e0YRKxTv16opvdW64buq+15zfdyxu3r1HaBhI0Zo9LjxGj96tMZOma2l2w+ruKRAR9aMU+s3ntQNj76kV5q0VZMmDfXOQ7frsSffUbuJ65RXfKYflJ8s1ZH1E9Tv3ev029vvUv3ei7Ut/6RK8pZp3Me3656rrtAjDfppxOyl2jD5c7371G910V3Pq+kY/sjoKSXVoXy/5vVprA8//0Kj1/B8fVcUH1Ge3RntxDp+poYfjtD8HYWqbK2iA6s0tdVzeuK2e/TwW63VY+xEDev6nmr87h7d+1YPTV8wS6M619bvbr5e977yoYbNWK5te7dr7uAWeuvxu3Tvw0/rtQYfq23XL9W33zDNXrpeiyd31Zv3X6xr739ebSdt04FTKTXsjFIgkFEyAhklI5BRMs5dMjqzHFDZ0X3atnahZk6dpCmTpmjm7Fmat2i51u84qIJKX84pP1Gs/VuWa8bEkeo1aIR6DxulxXOna1PkU1v3FehYle/llJ88Ef9lgg0Lx2vy1OlauG6Pjhwv1YnCPG1fMUPTxk/Q8EkLNHvRMm1ZPU9LZk/Q2OnztXTrIRVZ/nJBVRw/uEP7ojEdLqI23Y7YRkfz83Rk/z7t2nFYx6ue9dGfA5u1ct5kjZ84TbNXbtW27Vu0Ys7kqH+LtGHPQe3buU4ThvVXly/7a/7qnTpeVq6TpQXK27RUc6aM1ki+FDxzedQ2XyfKipS/c5UWTB+rCdPnavnWgyo89bAL3wlklIBARskIZJSMQEbJ+KaQkQv278+L3+g9GPXNB7t27Yx3NAcPeXx5urxyoVS/PFtaeiIiqO1aG8VaSbFffgxklIBARskIZJSMQEbJ+LaSEfO9d2+o2p0JOScjygH5BBrJiO+XkER8gz9XZESgkpAIXF8ywhlzRUYQG07gYyOCn8RGsPmAoKc/uSAjiJHvvuSCjBibLxmRZEnYvv6IjQjYXJAR/WHuc0FG+LYvGZEcfRdrAP9BVy7ICD34ki8ZMWe5ICPGBLH5khGLGvIj359yhSEjbJQLMiKnQR6+ZETu57uYOfnSK+WAfBySZISB6BCT5hO0uSIjkiK6+PKjjx4mnW/N45A+wY8j8UVDqgKw0vYJNuaNihQkEh+QsPkmPwTgE7SQCAQyfvz4mChdgQ9iG8ZGQnEFiwaIkS9QEvw+/oiNmH/fBEk/8EfI38eP2PGzm2VsPsSPHr7Mi518Exv+yMoYkvSxEYkfPZC2jz9CQlRMYe58FpCMhTEx/yxKXEF8QESMzWcBSX+IM/QQZz62Zv5ZZJOzffMjekaPHq1u3bq5kxFsfc011+j111/3NjZlPLp37x6zrQ846jFkhMFcwaRTRmjAgAFeiY1J5xhz5MiRXsFPQiTIWrduHevycSSSERPPt559wPUsREhIzKErWGVRwqdp06ZeBElQjBgxIh6bjx9BagMHDlTPnj3jROkDbMTJAUHmQ2oQPscYQ4YMiXfIroDUBg0aFI+NxY0r2IUQY8QHFSF8gP907NgxTpI+JIKN0cMCyccf0dO5c+d47nxW/cQoyZr4Z5HkCuKDhRp9YsfmCmzLYpayaZCkjz/iR8OGDYtjLZv8SB8qzzH5kVgjr7Vt2zYmXRtSk9Gzzz4bHx+4AsehwGmbNm289ABKplCBgS2fjyNBriQRCNJni02gkmQJWh8yAuweqUjer1+/U5+4gVUxk089MB+wgGjUqFGsj92tK5h/VkZvv/12vHJzBWSEbRibD6lBRiRa5p8jBB9gI8plsTP2AcmDYIVEIAJXkDggtfbt28c7CVeQjIhX7ORDaoAdVosWLWIS8fEjVtjowZd8SI3d56effhrHh+8RJMm/WbNm8QmLKyAj8iMLPxaSrsC2Y8aMUatWreJjWh8w/5ReQ1fa0wz8lrmmBiV5Gh34IP5I+TZ0VRf/iWREwr766qtjIQH0798/TgbZCNcQYLVr19ZTTz0V62GQrrqaNGmihx56SC+99FI8SFc9BOtzzz0X66HYKmRia5tJ0MNK7ZFHHokribMice0PNqES+YMPPhjvRPv06eOsi4l/8sknVb9+/dOfVW2XSWiPcP0DDzygxo0bx3Po2h8WDu+8847uvvvuOAm46mHhgG1q1qzp5Y/0h3lnkQUB2NolCXoQbPTYY4/FSdLVrxGK/j799NN69dVXvfwIX37llVfisbFid9XDKp14xU6Qtqse/sV/Hn/8cTVo0CA+jchWl2mPjdGDL7noQbgG8kDPu+++65VDiFHGRPyTl1xzCP5IfnziiSfivrn4Ee179+6tunXrxnogNp88y/y/9tprcR7Bp9LoIRdijxdeeCHOrbVq1Yr7Q8yyqGVx40xG7IwgoquuuioeHMZHGHRaoZNM+FtvvRUPDHbEkbLVg6Dro48+ihM2QcIWEoPb2mYS9JCEnnnmGb344oung83WNpNwb0itRo0ascGZQJdxcQ02YYXN2EhI/OwyNnSxu8LWVDg3n1Vtl0m4L9fgSJCRqQXo2h9W1+yKqLbOGF3nrGvXrrGdGRukxme2tpmEe0NqBAzzDwnY2iUJ4+L+2PjRRx+Nk4jPnBFfJH+KABP8rjbCl4kNiK1du3bONkIPdiY+ILVsfQgx1+A/2IjkT+LNdmxGDycQED9khB6XPmEPiAM9LCTwBRc9jIEFGmN6+OGH4wUgZGRrm0nQQ3xARhAkfXPJj6Y/derUifUQH655Fl34IHkIYmP+0/gRc4LPQUj4H3POogh/5C8/EGteZMQxHStRzlk5FkN4wJpW2IJyBs5EYSDORHnWk60eBF2c8+IAJH62j2yzbW0zCXrYxsLUGJ3zeh5k2tpmEu7Nswuzc+Ahtsu4uIYjKLb6rCDQxc/Zjs3Mz9SpU+Okz7Mn83nVtpmE+3IN1+NY6OMI0sXW6GG7PnTo0HhBwjEE9re1zSTMD1t+HJ6xcUaPHpexcSzLvDP/nGHb2iUJ9+X+2IgEwlGmz5wRFxASCyzizsXW2IhjR2LDHGW62Jp78yyNeMVOHK3b2iWJmRuOsrARx2sufmT0cASEHnwJPebzbAR7oIfFA8dJHGu66GEMPJznT6xARDwPc80h9IH82Lx58/gZlEt+RA82wTbsIDmKxB9dx4YPsgAl1siPafyI+OTokx3S4MGDY+LBr/FHbIRPepMRbOvzEJOzTN44Yffh8yIEMM+MMBQGcAVEhsFIJj4PjM2DXp4d+L51RNBzRIMuH+AArIhIkD7gehyJxO/7zIi3l9iN4tiuYL6xDSs3Hz8iafAiBPPv+/o7iQ2C9D2jZyHDg14Sts9fw8WXSbK8xODzLJQ+EK/YyecFH4A/ssDibUGfF3OwMbYm8fv4I3rYNeDfJFlX8IIA+YhcVF2STQPig/zI7oKXmFxhXqgg9n2fhTL//J02Yi1tfsSWcAb3Ni+YkB/xR3banCI5v8DA6ggyYnvl88AQx2GVBlszMJ+3PHL1ajfXkmQxDqsHV7CKwSFxIlYUrsAmBD0Bgi4fG7FCwda+DglxkGxJ2D7Bj++wgySJsEtyBc5OIjF+5AoChZdFeOmA1aSPrbER88/ixkcP/aA/JDUfP8KX8Wl82+dtU/RgZ+zkowfgj+z6ySc+ZAS5ogdf8vFH5oo3/ConTRcwFsbEG74+i3Xig4UopwY+fkR/0IONIAEff2T+yUP0Ke2in/tVvSfXErPsjsnZzq92Y2i+Z8SZoc/AcBwmniDxIRCQKzIiwDASbzH5BD/G5i0fc9TnCuxLgiUB4FA+9sahSWq+q35WOfSHJOCTRJh/Vv4kbZKuK7AvdmZsPrtQgj9XX3rFRqz8fYOf8dAf5t5ntY4vowPf9jk5QA9ExCLSZ7EG8Ed08Vaejx9hY/Tk4kuvkDUk6bPIZr4ZE4sIn10ofcCPyI/0zdWPsAl6sJHvKQ0+COmbxzOu4FpyPzs2dpBeZBTKAWWGWUEycbkgI1Yivt8RIPhxbILWBzg2/ckFGXGsFsoBVQ/GQ3+Ye18yQge+7UtGJA5IOxdkhC6Svy8ZoQdf8iUjCITFmi8ZMSYWo75kRK4lP/qSEXqwUS7IiEUNCy1fMiJmORUJZFQNAhkl4w+DjHL3l1595uxMMnL3o6+CjHziA+SKjIgPszPysXXOyCiSvXv3xfN/MNLpityRUXnsj8RHoWeeDWSUAucaGRUVFcd/whgnOFF6bpARf68fHQc8VmsgV2QUxUgctEuXLlPRcXdb55yMIvEJNJArMjpaeEwbozlDX2Sx+LPy8pNxgskGuSOjYq1eszZaZG1W8fGjKo2SU3FJaTSX2Y8xV2TEQoa5R09lZNulXJERdLRrxzbNjxZZu/d+/TsjsGPrZi1ZvEQHDrm/BANyRkbHAhklIldkVHhkn6aOGa5xw8Zo9ZZ9KnT07ZyQUdlxHdyxXlPHjlSP7l9o+Nhp2rSnQCWO8Z8bMjqp0qP7NX/aOHWO/Gjk2KlavmGv8jP+CUs7ckdGZdGKf6PWLp+ndQunaf7C5dp+uCwmzWyRGzIqU9629RrTp5d6f/mlxowapYmTZmjm8p3KK8jOoXJFRsUl0SJr0RzNGD9a82bN0cJFy7Rm0y4VVPnDcWngR0ZFOrhxsWYP66cunTqqefMWatu2vXr36achkX/PX79fhVm+g+BNRifLVHhgV2SfRRo9ZrR69+qpMWPGad7qrdpZUHLGH7JLg1yQ0YljB7Rp1WINHTxEffr01uQJYzR36UptO1wUeVf2cCKj8lIdO7xbm1cs1Ypl67Tn6AkVRGS0LZBRZniTUfmJyAH2a/2CcWr2yv266/qH1aTfQm1xPPXxIyPaFmrPylka3qmtGrz1mh5/4A7dcuMduueV1hq8dKeKHKbPn4zKVXxoh1aP661WH7ytmo89qEfuvl13P1lHLUct0Xbzt4lTIldkVFZ2UhvXLtX4jvX19n1X6v4XGmnYmuNK8XfMzkIuyKisYLPmDf5Urz/2pJ575jnVev1tNWzcVYNmbta+49npzA0ZnVDe+rnq9NG7qlPrfXXqP0XLNu7UgSOFmf8MdjVwJqPyMpUdWKixnRrptUcf1+NPPqUaDz+iZ564X4/eebNuvruWWo1aq4NZHkj4kVGZig+u0/juzfRig+7qOGRKRERDNLpnEzV+51017TVDGwqz82tfMjpxZKvm9mmhd2o30qst+mvY6OGaNbC5Gtd+WfU7jtfqvNI4Q2SDrMkoWggX5G3U/OHt9d6T9+uJp1to1LqjOnSs+BQZhRcYqoU/GRWr5OgerZ43Sc1fuEkX/Pg6vdR+ptY55kg/MopW9UWbtHDyeI0aNVsTZ0Sk1Led3qt5nS79yc/0wHtDtDoKkGzziD8ZnVD+3k2aP2qEhg0fp8FD+mjQx8/roV9eqhtebKfhG7JLljnbGZUc1tyRHdXwwV/r4n/5W/3s1ufVc+mxr4eMTh7VtpkD1a7Wy3r9w04aOnaSVq/doO078nS4sCTrOfMmo5PFOrplpr5s8ILu+V1NNWw/TKt35me92q8MZzIqK1XhhkkaM6S3vhg5RzMXLIm/VDln6Cfq/PZ9evClthqyeJ9O/VHR1PAjo2M6vHmEmjx7u371Sjd9MWODVq9bqs1zu6pDzd/p0edaa8zmkqySvy8Z7ZvbXe/cfYmufegdvT9ktZZFevI3TVK/eo/qppteUKMRa7U/y91j1mR0okCH9m7RomGtVeeuy/Wr376lXksLdPBYSURGGyIyGheRUdfID1afuuBMZEVGPsABDRlBAj7gIXguvvTKtYaMMHz2iBwmWrnl521V/yZP6De/vFWvdZyl9R5cy5m4IaPsEPWl+KD27duvg0dPRivYAm3esErz+r6uend/V7+r00Pzj5Qp229UGDJyPTqgX2UnSpV/JEq4O/ZqxfK5Wjexkz6u8ZxqfzhEs/dk1yOC1pCR+0KkTLuWjVbzBq/q9afv1R3XXqyL7n5FvZcdyzrxA0NGLCRcULp/mUa3elV3XHa1rrvzMdV6/3NNXrVLrqf0+LIho+zP+stVcmiNJrV8TLdddaPufLGZBk2dp9378lRwvNTJPoDFDGTEa9BZ+VHUtrRgf0T0h8Vp5dHjUYLcuFJze3ygFjUfUZOBi7W5IHu/5LtukBHkyEI5O5TpeN5idWtQQz+5/nd6qHEP9R45RvNHf6bP3q2j9z6foNUHs+sTfTBk5PI9vFWDXtFdv/xb/eLxD9RqSqRn7XqVFm/Rym5v664fXaMb6g7WksPZkS4vYxkySrdYP6mT0TgK1oxU+1fu1NV31ItiKtoZRX6zbdNSzRrfUV90ax35gWMFBkNGfHMWQsGRXIQkYt5ZZ0Vra5NJuDcThvAlTErmUDaF5G0+z7Z/JDPeXjKvrtraJEtEaod2aHCzJ3VFREavdoh2Rvm2dslC/1ld84U1CDJre8ftK+Ztf0Qea1cv0JROL6vRg7/UB31maW9R5CxVr0kQ5p/+sLLFxrY2iRL1p+xkuXZt36RJA1vr01oP6o1G3TV+6cH4yMd6TTVCgOBHBC3fELe1ySgni1S2a5p6RjvrWm+3Vt9uLfTOk9fpF/e++nsysl2XQbARiY0k4hIjJYWHtGv9Yo0f2Fl1n7hZl37vX3XxtY+p+aj12n08e334Mv6Db7Pws7WpVkoPa++crnrlsv/Qv37vAl160126//5bdfO996pGg64avmS/Ck9k3ye+EEpSYyeSvR8xKRWA8FfOHaMWb7ykWx9sphGr8sQppv266gVy5HVs3spjt21rk1FOlmj/usnqUecm/eqH39MPzr9Sj9X+VL1nrNWO/JLIDyzXZBD6wHdxyI/mFMLWrjrZOvFjPXDtf+ivr39ej3aZrUUrVut4REarv6ine793ua54todm7s0ux5kdNgstFu62NlUFHN84Rh1eu0vX3FE32hnl68CxUm1dNVuz+jTSF5830ao19goTqciIL71SnJQVIM7EK7rZCBOOHr7waP6gla1ddcJ9cRzKz/M3P6gGQfE+CgtSh4naUHy7lwRFW5uOqkKfCFi+iEXFA1YAfGZrm0l2RfbYtHqhur/7oH510fWq2WyoZqzfrd0Ouug7CYSxcBTJzy592hn1afWqZZo06HN9+NLzeuyJJho4a7W279qtXbb2GYRdEXYnkTCHtjZJwhi2bdmsOVPH6PPmb+rZm8/XLy68XA/W7qph87Zo++5dqfqFHnZF+BEPQ3kbLr19aBftzOcPV6cGD+utuk3VstsIje7xoV6571f62Y2P6dORq7VhM2NM50MI98dGlHLJxv8qy46ob/jRxvWrNWVUn6h/j+u2iy/UhTfXV7uxy7Rl317ttlxnE/qDL+M/+DbJJLWN8I8NizT58xd06Y/+TZfXqKf32/dSvz5d1KXpS9HO7Sc6/+rH1Wb4Qm3aGbXdZdFRjeA/1JQkjt38OmofXbNu7VKN6Pq+aj78gGo0GabZq7dEuxtb++qFezNXzBlfyYAEbO2qF/q+Q1uXT9fYjvX01O1X6qIffl/nnX+9arzdVWMWbc4q1ugPfWDRR36kb7Z21Up0/eblE9SlwaO6/vLrdOW9ddSiSz9NHtNdbZ67Tj/5wa91Td3emrZmu/btSW93Fn2cQjFv6fzolB/P7KmmT92oy254WW0mrNPKjdFibfYYTevZQF+2b+pORjgOZEQVaDpHQiIhZCMYmgBhRzNt2rT4iMXWrjrhvrAzf5yNOlkU7qNKLtWbqZvEH4CihhJtbNfbhD6R+DE0QUti4zNb20yyLbLHuuXz1KXe/frlhdfrySaDNHX1dm130GV2jpyJ0yd+zrZP27ZFyXD7Fs2dPFCfNa6tRh9+pgGTVmodSXZH9n3CGakFRxJhDm1tMsm2bdujZLtT27du0cL5c6P5G6zxfZqo/n0X6Pxf3K8X20zSssiGacZJGxYQ+JFJ/mnts217ZN91CzSszUu64fqrdNODT+np51/S8zVu1q/P/67+8bwLdcvjjdWy43jNW71RW7Zvix+62nRVFu6PjSBs/I85s7WrVmL7REEcBfr6des1Jxrb/Il91O6NGrrwFzX1VqfJWro9Wsxts1xrEfqDL+M/+DZHdelttEPbVs3VmJZP6MIffU83vt5OXYbP0KJF87RmUUTiz12hX/6P/9CD9fpq2qZtqW2EkPQptmtK+aTt02mJ2m+LbLB81mC1equG7q9ZX50nr9CazdtS28YI9zaLW/qTnV/Tjw1au3BEtGh4SU+8+JE+7txP3Ts01UfP3qm7rrhed73RRv3nravos1XHmUJ/SPYsIMiP7LJt7TLLJq1bNlsTB/dWq+Yt9FGLj9Xmg+d1/+Xf14+ufUL1+87Wys3khvR2Z9PAX1RmcZwuP0bjjXxo7bQv9NGTN+iy376k1mNXadnaTVo8d4KmDW+lL7u01KrVHsd0kBHHdGyvAVvIbITtG9tQk2w5XrG1yyToMP+SjChHzjEd23Y+N8d0aQU9HBeaYzrz7MnWtlo5tS09dmiXBjevqSt/eZte7zxbG049EuPYzHpdBql8TGeOM2ztzpKoXdybkyU6unuVxg3qoZaff6EpSyuePZUXFahg7x4dKSxWaZnl+irCfRHmnxpeHLNw1GprW72UqbT4mI7mF+jw0eJoB7RHy6KEfWjTNI1pcYfurPGKGg/bqHw6nmKc9Mc8VIWIOKJNZx/GEvlI8QFtmD1QXdp+rGZRsNav+45qPf07Xf+L7+tffvZrPfh6R/UZvvL0q7lp5s/YyBzTZTVnkZSVHo/sc1iH8o/rYMExbSIxLh6nIZ++rbueaa2us7YrdifLtTYB+DI+jW9zFJ26P8xDZKMtk1rriV//XNc/95k6jFmkbTu3q6QgIspWD+i+iy7UK5/P1NbSSGfUPK2PVz6mw4+ysRFS4dtHtWpMW9W+/1q90Xa4th0tVVmkJ9s4494cO1c+prO1s0p0rcoOavfCTqp99426ueFIjVy2SxvWr9DOBb3V483bdFWN2mo3Z59KMWiKcdIfU+aq8jFdNoIOg507tmrx5D7qXf8h3Xn1rXq11Tit3H/qdfP4e2vJgj6Oe80xnTnutbU9Lae6cHzjOHV8/W5de2d99VlxtOIFhs1rNHPaEH3Zo1M0xhy8wFB5wNmCIMXYJBHft+kqv8Dg8zKE99t0UYiUlxVr34ZFavPajfrB936u297prUkbClR0oiIxZAPs6/Nq98mje7V2Sh+1ePs1Pf70G3qz4Sfq3rOXRg8fGK3cOqnLFxO0dm+hsnmMyc6Y/ri9TVeqI9sXa1LvjvqkVTe17T5AX/TppakjeuuLTz5U6z4TtGhvdu/k5uptOrAjWk2uHvOZ6tS4TD++9Tl9udytBA82ImBd3qY7eWiNZgzpqCaNP4l2ZX3VrVcv9e7cWm2bt9Hno5dqw+Hsv0Tt9zZdmYr2rdCY5q/qsRpv6uWGn2vIuHFaNHO4utV5Va89/4FGrszL+kUYv+8ZVeDEwRXq/9Fruu2KB9V9/BIVuamJ4fU2XXmhDq8fo5avPqIbn22m5j1HaeiY4Zoxuod6vl9bdZp8oQmbjmb19iF9INeSH91fFor0HN2vhZOHqG3dF/Xmk8+rQZvhWrwru74YZP02XUR0J44XaPPUjnrnngt13i8e0ntD12jd7nxtijYis2ZNj3K2Z6HU8Gp3NeA7EMcPadPiSfrk7cf04P336cUPv9CIBdvih3bZOoAXGUW7kOI9yzSxaxO9/uzzeuSJ5/TUM8/q5Zde0tu139RbDT9WxxGrtKsguzTiR0YndSxvveYN66zm9evr1dfrqU7D99Sz/wjNWLBFuw8WZ22jXJFRWTSWzRvXa+W0/vqiZV291byzpm/J/suKwIeMVLhTyyf1VssGdfT6y7X0Sp2GatGxp6Yu2KwDhdEu61SzbOBHRuCkjh/cpJlDeuujBu/rk8/aq2/fARo4aJrmrtivY9GuKFv4k1G5ivau0NAvOqvWB300b+2W0ycTLvB7tTvqTWmBdqyYrP5d2+vjlu30cetW+qJjZw0bNFVL1h/QsSxf0PMlo5MlhTqSt0NrFk1Xz89bq3GjTzRw/CLtyM/++0UGWZNRWUkU79GubGxXfVznMT3+wttq2neW5q+PFsmbNsfPeb8M3zOyw39nFCFaDRwtyNeCqE8ci+RHCbKk9IRToHiRUYTyslKVFB3X8WOF2rZ1ixad+rMWJO3ComKVOuQAPzKqQHn5CRUVFmh91JfpM2Zq3373PyGRKzIi+ONyQGtW68jhQ9GccVTj5t9eZBQjWlGWFmnfnt1avGSpVq/foKKoP67wJ6MKlBQd0/Kli+NkdOhwvtN3sAxysTMqjxZ/eZEfLqP01s6d8YLCFb5kZFAeJWCeC82fvyB+9lfm2CVfMio7dlB7tm/UmvXbNHfJGi1atlIFhe5zD7Imo/ik6IROlBSrOMpDRcVFkZQq/+gxbYlsNDOQUfXICRlF4FocG1uVRZPhCl8yqgyeX5Bs+V6HD3JBRoCRkIh4/lQQkbcrck5Ga/0SNvAnowrEz3qiPm2JEkBJlAhckSsyIhmtjuyMLv7bB7kgI3D48BGtiXIIb6r56MkVGQGehzH/Lt8PMvAlo+iC+Boqi2yP/HF1tMg6etTvGDt7MrKjKCImYjaUA8qAXJERExWqdmcG88/rnzzv48UDV+SejMKfkKgO6CFxmO/h+SBXZISN0YMvnQtkxHwzJl6GIEZc4U1Gp8B1OyI92MgnPkCuyIhrAxklIJBRMgIZJSOQUTICGWVGrsgIm6AnkFEGBDJKBvYNZJQZgYySEcgoGYGMkvGHTUblJ1VaVKhDeUd07Hj1b6MFMkpGIKPMCGSUjEBGyWC+AxllxjeLjE6WqeTIDm2aO0itGtbR43V7adyqPFWX1klohowgFFcEMkpGIKNkBDJKRiCjzAhk9DWQER2pSkYni4t0ZNcaLZzcWa/cc6X+87b31XXuTlUXjuyMKJTavXt3750RwU+w+ZIRCZuJywUZmQoMPvYm+HHsXJAR/ckVGTF3uSAjxuZLRiRrSC0XZERiywUZ0R/m3peM0IFv+5IRiQjSzgUZoSsXZISeXJARBJIrMmIxmgsyIj/mgoywUS7IiEUNCy1fMmKhTt29nJBR586dT33iDl4zJmFXN/klBxeo3eu36Of3NdaXi/NOfVoBkhAOzcSPGTNGb7/9ttq0aRMHCgmX32XrnCRI6i3h2D7AcUhs9M0XJACSiC+J4Ig4gM/rpoAAM7sHXxBkBIlPogX4EYSET/gA30aPTzIC2Ijk75uwGQ/+6Dv3AB3o8knYgGREfPiQLMAf0cViywfYGD34kg9YiLIIhdx8wZjIQ74xQg4jP/qc9gCjxzc+AGSNvX3mn2t5/Z0Cxz179nQnIxz6sssuU/369WODE3RMYjbCNVxLZyi8R2fObLMxGvB6rZo3UPVq/FL/dtXz+qDfDK3etDG+lkRPsT4IsWXLlnFfnn76ab322mtq3ry5PvnkE3Xq1Ol0wdMzddsFvayuqdjN0ZFZkdraZhKu4Vq2oIzP7LRchWTNCoI+udobYdWHrdmx2X6fVtgV0R/0pbWtTbgWXRQ4ZYyutsYXsDP1CfEjV/ugh7k3emxt0grjwvdYQfrYiH7kyh/RgS4fPfgyPuTTHyOV/dHHr7ExerC5q625NztZ5sz0x9YujXAtuyLinzG6jgs9jImxMUZbmyTh3pX1+Pg1uowfocvXH+kTf12BPM34bEgkI1ahTz31lGrUqKEGDRrEBUr510W41sjZv2ug+m+/rEfuul5X3Hi/Hn+ptuo3+n3bWrVq6bnnnlPNmjXj/jzzzDMxIfHzk08+qWeffVZ16tQ5S28mydSfbIVjw1zoQUcudJlx5ULPt3ls30Y9SK50nav9yYWe4NfJkms9Xbt2jTc4NiSSkTnLhM1g/q9WlmvFylVavWqlViyPfl76+9+xkkHoh0343Zm6ggQJEiTIuSDsHjkR4VFGdcfiiWQUEBAQEBDwVSOQUUBAQEDA145ARgEBAQEBXzsCGQUEBAQEfO0IZBQQEBAQ8LUjkFFAQEBAwNeOQEYBAQEBAV8zpP8fV2lgj4c5DKwAAAAASUVORK5CYII=)
Maths-General
Maths-
Show the conjecture is false by finding a counterexample. The square root of any positive integer x is always less than x.
Show the conjecture is false by finding a counterexample. The square root of any positive integer x is always less than x.
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 number of hours students slept the night before their math test and their scores.
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)
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)
Construct a scatter plot for the following data set using appropriate scale for both the x and y-axis.
This table shows the number of hours students slept the night before their math test and their scores.
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)
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)
Maths-General
Maths-
Use the following scatter plot to answer each question. The scatter plot shows the monthly income of each person in hundreds of dollars versus the percent of their income that they save each month.
a) Does this scatter plot represent a positive association, negative association, or non association? Why?
b) Which person makes the most money per month? How much do they make?
c) Which person is the outlier in this data set? Why?
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)
Use the following scatter plot to answer each question. The scatter plot shows the monthly income of each person in hundreds of dollars versus the percent of their income that they save each month.
a) Does this scatter plot represent a positive association, negative association, or non association? Why?
b) Which person makes the most money per month? How much do they make?
c) Which person is the outlier in this data set? Why?
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)
Maths-General