IM 6.8.5 Lesson: Using Dot Plots to Answer Statistical Questions

This dot plot shows the weights of backpacks, in kilograms, of 50 sixth-grade students at a school in New Zealand.
[img]data:image/png;base64,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[/img][br][br]The dot plot shows several dots at 0 kilograms. What could a value of 0 mean in this context?
[size=150]Clare and Tyler studied the dot plot.[/size][list][*]Clare said, “I think we can use 3 kilograms to describe a typical backpack weight of the group because it represents 20%—or the largest portion—of the data.”[/*][*]Tyler disagreed and said, “I think 3 kilograms is too low to describe a typical weight. Half of the dots are for backpacks that are heavier than 3 kilograms, so I would use a larger value.”[/*][/list][br]Do you agree with either of them? Explain your reasoning.
Twenty-five sixth-grade students were asked to estimate how many hours a week they spend talking on the phone. This dot plot represents their reported number of hours of phone usage per week.
[img]data:image/png;base64,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[/img][br][br]How many of the students reported not talking on the phone during the week? Explain how you know.
What percentage of the students reported not talking on the phone?
What is the largest number of hours a student spent talking on the phone per week?
What percentage of the group reported talking on the phone for this amount of time?
How many hours would you say that these students typically spend talking on the phone?
How many minutes per day would that be?
How would you describe the [b]spread [/b]of the data? Would you consider these students’ amounts of time on the phone to be alike or different? Explain your reasoning.
Here is the dot plot from an earlier activity. It shows the number of hours per week the same group of 25 sixth-grade students reported spending on homework.
[img]data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAesAAACUCAYAAACz8AEBAAAgAElEQVR4Ae3dB7SeRbU3cP3u9V4VREFQkCq99xogdKQo0owFNAGD0hNAeg1FRHpTeu9NQg1I702qdKmiIKCiYi/zrd+sO1kPb845OTk5J2feN3vWetfbnrLnP3v2f+8988x8KEUJBAKBQCAQCAQCgaoR+FDV0oVwgUAgEAgEAoFAIJCCrEMJAoFAIBAIBAKByhEIsq68gUK8QCAQCAQCgUAgyDp0IBAIBAKBQCAQqByBjiPrf//738nrP//5T+XQh3iBQCAQCAQCgUDvEOgIskbM//znP9P777+f3n333fTmm2+mt99+O3/3e5RAIBAIBAKBQKCdEegIsv7Xv/6Vfvvb36bbb7897b///mnkyJFp1KhRaezYsZm827mBQvZAIBAIBAKBQKAjyPp3v/tdJuo111wzzTDDDGmaaaZJ0003XVpyySXTUUcdlf7yl7/k1Hg0dyAQCAQCgUAg0I4IdARZv/LKK2n06NHpv/7rv9KHP/zh9KEPfSi/Pvaxj6WVVlopPfbYY+kf//hHO7ZPyBwIBAKBQCAQCHTGc9ZPPPFEWmihhT5A1Agbec8zzzzp+uuvT3/961+juQOBQCAQCAQCgbZEoCMi62effTYtuuii6f/9v/83PqpG1h/5yEfS/PPPn8aNG5f+9re/tWUDhdCBQCAQCAQCgUBHkPUbb7yRdt111zTttNNmghZR//d//3cev15jjTXS448/nmeLR3MHAoFAIBAIBALtiEBHkLUJZA888EBad91104wzzphJ+1Of+lRadtll0xlnnJH+/ve/x3PX7aidIXMgEAgEAoFARqAjyNqjW3/84x/Tk08+mU466aQ0YsSItNdee2UC//3vfx9EHcoeCAQCgUAg0NYIdARZlxawcpmJZBZH8Y7EowQCgUAgEAgEAu2OQEeRtcawmll5tXvjhPyBQCAQCAQCgQAEOo6so1kDgUAgEAgEAoFOQyDIutNaNOoTCAQCgUAg0HEIBFl3XJNGhQKBQCAQCAQ6DYGOIuuy+5ZHtey25XvNpSmv5VBrl7dmLLuSDZ4mGcKWTsTWqV2hFL8FAoFAOyDQEWTNKFuhzM5bL7/8crL86HPPPZds8MFI11jI9d577yXrmpPXKmy29VQPpBJl8hAoW6ZaMOepp57Kr1/96lfpz3/+c+A7edDG2YFAIDAICHQEWYucGOITTzwxbbbZZnnzjnXWWSdvl4m8a4tYkfFvfvObdMkll6TNN988DRkyJC/ostNOO6Xnn3++WgdjEPSzz7fkCN12221pq622SquuumoaOnRoGj58eHrwwQfzY3216USfKxonBgKBwFSBQEeQtYj00ksvTbPPPnveHvN///d/kx23fN9xxx1zBFvLM9eI2oprN9xwQ1p88cXTxz/+8URe71ZfQyivv/76VKF8A1FJJCyqfvrppzNJf/KTn0wf/ehH88u2qauttlpePMcxUQKBQCAQaBcEOoKsX3zxxTRs2LAJNvJAgva0vueee6qJVmUBpOe33377TNBlO8+yS5iNR84///x20Z/q5CzO0CmnnJL3NG/d3OWzn/1s2meffarRh+oADIECgUCgSgQ6gqxt1DHnnHN2uUXm3HPPna699tpqtsi0spqUPSfCZiNNskYss8wySzrhhBOqVJZ2EErEzBlab7310v/8z/9MoBPTTz99GjVqVOzC1g6NGTIGAoHAeAQ6gqxfeOGFPO5rt60m+YmsF1544XTLLbdUE0mJrE2EQyZS3015y/7bNh+J0jcEDHeYRLbDDjt0G1nvueee1ehD32oZZwUCgcDUhkBHkPVbb72VjjzyyDzma6xaRIWoZ5555rTpppuml156qZp1wqVpkclZZ52V5pprrjyWSl7jqnYKs3PYvffeO7XpYb/V15g1wjaRbJFFFsk7sNEFr2mmmSbPE7joootiy9R+QzwuFAgEAlMCgY4ga9GqcWvR1LzzzpuMS84222zpy1/+ch6vRpA1FfL88pe/TGPGjEnzzTdflneOOebIk59qygLUhNmkyiIVfuqpp6all146Dy0YXlhqqaXSxRdfnCf4xWzwSUU0jg8EAoHBRKAjyJrhNcP617/+dX6+2hj1/fffn0TcxohrK+T1PPU777yTH9W67rrr0t13350JXD1qcy5qw6838nDgbI/q0b2bbrop3XzzzfmzrVQD394gGMcEAoFATQh0BFk3AWWIpUG9t0P0RMYib7Me8bl/ECj4wjhKIBAIBALtikDHkXW7NkTIHQgEAoFAIBAIdIdAkHV3yMTvgUAgEAgEAoFAJQgEWVfSECFGIBAIBAKBQCDQHQJB1t0hE78HAoFAIBAIBAKVINAxZG0ikUllnmH+05/+lGeH1z6piHxmq5uhTG7fa54UB1+z2Mn7/vvv560nK9HjLsUo8tIHLzPE/RalfxCgqzClu3/4wx+ybtTe5/qn5nGVQGDKI9ARZM0Ae+TJMp533HFHOvfcc9PYsWPHPwpVGwGSB0nbecu65eedd1666qqr8uIthbSnvCp0f8dilD1q9tBDD2V5bZxiG1IkWKOBtgWpZ60fffTRdOGFF+aXrTKRSmzi0X1b9/YfGHLY7BJ35ZVXprPPPjvdd999+XHEsnd4b68VxwUCgcDEEegIshbtWRTFms8LLbRQXmZy1llnzZt7eH65tmiKPK+++mo67LDD8nKodoP63Oc+l77whS+kcePGZcdj4k035Y5gmN9999103HHHpWWXXTbZyWqmmWZKtiFFhByM2hwijoUNUVZYYYVkPfAZZpghrbzyyslSrgi7Np2Ycq3ZP3eSXbnzzjvT+uuvnxedmXbaadMSSyyR9tprr+yE1rqPfP/UPq4SCEx5BDqCrC2GYi9rpGfpTmtsf+QjH8mEYn9rEXct0ZQoVEQimraqFjlt4OGd/JYbfeKJJ6a8JvRwR4uLWFiEA2RZVPLahARpWxXsgQceqGZjjJIFkAGwnKvlZ+mDl8+LLrpo3p60Fn3oAfZq/6LDr732WlpuueXyErlFhy3pSkeOOuqo7BBVW4EQLBBoQwQ6gqyfffbZvFTnhz/84Q9sjMGIiLQt4Sn6rqGIOESp1ixn3Fo38vj85z+fTj/99BpEHS/DG2+8kUaOHDnBxiNI+9Of/nR2lDggNZTiDNmsw1rgrTohI7D77rvHRh59bCzOEB2+4oorctvrY00d/sQnPpE23HDD9Oabb1aXbeljleO0QKAKBDqCrG2RaS3wVsOMTJDfNddcU82yo8aqZQIWW2yxbrfIPP7446tQjiKEJTtFUaLqpmGGt+j66KOPzpPOyvGD+S5iNla91lprxRaZA9AQyNqwx4EHHpgQs4xFUyfsJGd45PXXXw+yHgD845JTLwIdQdZ21dp4440z+TUJW9rTvtF33XVXNZFUWbN6+PDheUeoYujILbUsE3DBBRdUpZHWWN9tt91ymr6Jr6jKzmY2zGDAayhlsqFd2IxTc9iaGJsbsP/++1c/k70GLLuTgQ5ff/312UFuzQ7ZOW7zzTfP49a1zWPorj7xeyDQDgh0BFnbH9puSnbc4u3z7qVA7WS13XbbZcNRy4xlZCIlb7ORZZZZJhM2eU3Q+cxnPpO23HLLPMu6JuUx49uWk0OGDMljlJwgMtvdTAT72GOPVUN+CALGhkZM2EMeZPXyeZVVVslPDNSiDzW1c29lgTEHbsSIEXnehb5GJ/S9BRZYID+NQWeiBAKBQP8h0BFkzfB6DMqkLTN+kbaJRAcffHB+HKo2D588Jm0h7KFDh2Z5F1988TybHcnUNvkJ+Ymcb7311rTRRhuleeaZJy244ILp29/+dn40qsaZvx7lM8nMBEMEQt5hw4bl3djIW5tO9F+XnjJXEl17omH06NG5r9GJtddeOw850RU6EyUQCAT6D4GOIGuGlwFGgMaDjZeZFPXee+9Vk/5ubTKE7BEiM9XJ612GQNRdI5FwiERLnCLy2o/bRDlj8DUaZvIibBEgWb3efvvt7HTUKG+rftT+HYYImw4UHTaprDwWV6MO145pyBcI9IRAR5B1TxWM/wKBQCAQCAQCgXZHIMi63Vsw5A8EAoFAIBDoeASCrDu+iaOCgUAgEAgEAu2OQJB1u7dgyB8IBAKBQCDQ8QgEWXd8E0cFA4FAIBAIBNodgY4ha7NTzaQ2G9Ws6jITvNZZqWUGe1PeWmdWU3LymsFuWVH4WiXMbOuaZ1aXGexk9fJIUW2PxTUNSJnBXvAtO5rVrMN0QF8js809anyMr4lxu31m0+AKX7aCjahVH9oN23aTtyPImpGjyDbAsPTlAQcckA455JC8+IXfa1Nu8jDEL7zwQt7JiryHHnpouu666/LjZ7URCkJmJF555ZW8brkVwA466KC8PrTdrTzCUxvG5PUYn60byeplZTiPntX2eBzs6DDZLr/88qy/lvO0RrxHEBFibfhqc49KWspXX6MTJ598crI0be1OXDsYafrAubTt6BFHHJHxtUHKI488km0d/KNMXQh0BFlTagtgWJPYKkqW7bQMoi37fvSjH+VoqiZjpyPaW9lqZVZ/Iq8VoKxjfvjhh+fOWJMaipY8p2w1OBthlF3NyLvtttvmyKq2CBtRjxkzJstrWVS7sVkh7pvf/GZ+3romeekDgrMF6ZxzzpnxpROwXnXVVfNz7bU5cKJpzo8FiPQ1OmGdeCvE/eIXv6hmLf6a+tGkyMLZtJvd8ssvn20EfK3CZ7EnBC4IiTJ1IdARZG2Rjr333jsrM6W2frU1oRmPNdZYI/385z+vZjlMRldH4y2XtavJS26Ebf/lm2++uSotFD2fc845acYZZ8xbeVprm8zkZayvvPLKaowzEhY529LTOuCImqxePs8999zppJNOqkYfNLShBc4b56dslkJeDgYdtu+5VGgthQ4/88wzeVU4y+SW9dfpMAeDA2fYoSYHuRbseiMHHbaYD9tlVzu46nNwFowISmQwOHlRph4EOoKsn3766WS5TgaubNrgXXQy33zzpRtvvDEb8BqaFZFId4qYGOOmvDrj7LPPnrMBNchaZOAM2fYQOTflhff000+fjj322JzWL8cP5jsDhthkLUQirTrB+O2yyy5Vja1KJ0sjc4aa+PpMJ7773e/mbMBg4lrujYDp8AknnJDXWtfHmjLLFFmTXfo+yLqgNmnvdNjmQ2xBa59jMzjI/o9U+KTh2u5HdwRZG6uea665JjDMPFLRijW4pZVqKOSwLONSSy2VnYmmoWOYZ5llllTbFpnGqq25XqK+IjMirHGLTOS33nrr5fRsK1lzLkaNGlWN80YnTR4yxCDTUrAt7+TfZpttsoNXg/4iYCl7cyzKkFOR1TuyFvkZNgmy7luLyVyMGzcu24LWPic7xNbdcsstVTmcfatpnDUpCHQEWb/22ms59VZSnsV4MCZI5tFHH63GCy1p8H333TcTXZGVUeY124nLpJ2aijS41LFdqzgURWZjlcZYL7roomqcoZIGv+SSS8aPrxd5yc7QmahTU1QiDW7nMpFUSXmSWdQqzWwCYm1pcA5yM21PXjosc2GDFw5IkHXfejEdln0zXq3PNR1OztDqq6+ed+aLNHjf8G3XszqCrE12sSPUSiutlNOyDBwllwJnmBlDHaCGwoCZsHXvvfemDTbY4APyMtYMs8i7piKSeu655/IOVsYk4TvddNNlchH1SZNzQmopMDamhzTIy2nzsqWnCWZ2NqvJ0HEc6PDOO++c9weHb5HXcAkir+2RKBt4mGHP+ZFdQSKIumxBSmei9B0BNuvcc89NSy65ZM64lC1e7Xd/2WWX5TkBfb96nNmOCHQEWTPOHoUy6WW33XZLFNpWjg8//HBVEUlREPJKh7/44ouZnG3faJzv9ttvz52wFseiyOsdochgcH7Iu9pqq6WxY8cmUXdNxFdkJi+nx9MAiy22WJ64d+mll+bHuWqUl9yiKTOszb+QYTEuzBEyRlxbgaFo/6qrrsqRHp3wJMPzzz+fdYWOR+k7AiVDZOb3FltskbelNVRiX3lPv9Sqw32vcZw5MQQ6gqxVUmRHiZEHI+29ZqXWGUUfIhTy2r6RN60eNRo68nIwzPL1WBRiYaxrlReGolHymlnrZRa+32rElw6TjYzwJS/Z/Vaj8wbDQth01zaZ5KXTNco7MUNY4/9wZMMMKcCXTat9oZwacewUmTqGrDulQaIegUAgEAgEAoFAKwJB1q2IxPdAIBAIBAKBQKAyBIKsK2uQECcQCAQCgUAgEGhFIMi6FZH4HggEAoFAIBAIVIZAkHVlDRLiBAKBQCAQCAQCrQh0SdbNmZ5mpXou1YxlMz1rnUlrVrKZkmYpeybYCkrtMBvcDE+Pu3hEp8z0bG2kGr6bmar9zUwlr1XNap4NTl6PPJmh7BE5m0t4ltns6lpLmQ3+0ksvZZlh3Q6zwekuG0GXa7YRtbZ7d3KxtWwYG2xJZTaYjaDbNdrh0uc8HUAf2GA2oqYFiLrDuh1+n4CsKQED4fERmzdY9GKTTTZJI0eOTMccc8x4A11T5SgDQ3HxxRfnlcw222yzNHz48Pzcp98pUU2FPAyxJQV33HHHvNjIt771rbTPPvvkjlkboXhEh5G444470q677prl/cY3vpH23HPP8c8B12Y8GAk7se2xxx5p2LBh6Wtf+1peZvTVV1/Nj6DVJC99oMM287DQCFnJTDeefPLJ8Qa6Jh32GJ+FZ2xIQ3c33XTT3Pfuv//+qp3OmjDsSRbBBxthi1c2eOONN86L/FiZz+OetT17T4ct81tsMH2gF+THJbU+4tlTG9T23wRkDXTRyCmnnJJXfCpL3VkKc9ZZZ00//OEP8/PANVVExHT11VfnjRDKxgLktuuSVaGQXy3GmRwMs7V9Ld5iCUyyWmbSqlUjRozInbQmfHn3di6zuIglRsvyndbZtg40h6i2RRpE/0OGDBm/PjicyW6FLZtM1CQvfWDovvSlL+XV4Qq+Vq2yQpgoxTE1FRmsrbfeOq/AV5ag1fcsQWrhDhF2lL4jwDm2xK9VDYtNYyNs9iKIQuQ1Fc7DhRdemG1u2XyEXbOSJIeuZOFqkrndZJmArHnMoo8111zzAxs36JCWFVx33XXzymA1VVTa0DKSrWuDWwLR+rq8/VqMXTHMdn5CzsUZ8s4hsl+tlbZqKtJwVqfS/sUwIxTyzjbbbOnMM8+sxjhzNhHFWWed9YHtBeFLdvIefPDB1eiDdmbIrF7HGS6GGb4+02Gr8nFIayjF2bSyFiKx0URTh21GIjPAgavFQa4Bt0mRgSNpmMlmP821weHMgVtuueVyWrwmh1PKG2cg6ub69sWmPf744zmlPyk4xLEfRGACsubRGfPlwTUNM+OhIZCJ9G1NRdQ3zzzzjDcaJTKhNH6//vrrq9loggcqKrGcJEUusnqHN4PNo66pGJMcOnToBNv1MR4IvAyP1CCzdJtVwMqWnoVICs5l162ahhpE1VLe1tYucpZ38n/nO9+paotMDr09thFJ07kgM+eCQx+7bvW9N9Bh+7FzLEuUWvSBzbAn+2233VaVw3nnnXd2uU0xuWWHbE7EKY3SdwS6JWuK0hVZL7HEEumnP/1p3+84AGca67PgfathRtZlP2sGpoZSyNrOOV2RNdytZ11TsSa4tdZbDQe8GWz7WdfSEQtZb7XVVlneVp1A1qNHj65qoplhpzFjxrQVWdNRjlpXZB37WU9e76XD99xzT7dkbT9r/9eSLVRb80Osad/a3wpZC/BqsRGT1zqDd/YEZE0BzDq0aLydlYpHp1PawchORtLONRUTGOyvy6svDgalkZIzDmgmcC0pI3JYA9ycAHtXF+UmNzKUStIRayoiP5t2iPoNNRSdsDuUcWzOWy2RaknT3nXXXTmrUoZG4EyHF1544TwJhkGspUjbc4gYu+acAJ/1Obpi3kAthQ4bKltxxRXzGHvRYc4xnTbMILsRpW8I0GEOnOEE7V9smncOkolb9MWQTy1Fe2+77bZ5DkPTRkjbc/Rr3ZCmFvx6I8cEZE1RpMKNSZmRapKWrQXtW4xIHnnkkWpSyqWCyE90veWWW+ZxtJlnnjnLbS9rE7kY5lrGz8hBHkMN3/ve9zKu5EWEiE/KvjYPVDbARgL77bdfmn/++bM+MMqGREwq0VFrMhww5sAdeeSReYcwsnpJH5qcYzZtTfIWB+60005LSy+9dMaXTpDXhM4ym7boew3vxtAvv/zyvF883WUj5phjjjybHZHTmSh9R0AmULT6la98Jds0+MKZjXv00UersxGCPDbYDmHS3vTXy6xwjjOHtJaAqe+tMrhnTkDWxGHsRErGVk0MYJDN8BRh1WTkmtCRlxH2PKLHGzxm5HtNqaKmvAgbnmb6mlAmOpXRqCVCbcrqs3ZHyrIU9tPlVJhVzSjX4gg1ZS4EaKLOT37yk/y0ABKpKUJtyusz2WB67bXXpiuuuCI/z+63Go2cNte3OBL2kmcjbFGLxGvUh1asa/8OQ33OrG+kzcn07hnmmoKPJo7kEmhwJs4777x09913Zw6pZQiyKWs7fu6SrFWEojDEolYNwGjonLV2RPIiuiKvd/L6vcZSjB1c4UteeNcuLw+ZvLIvtcuL5MhLVi9Go0biK/pJNjIWfEs0UnOfKzaCI1dsRKlPvE8eAk0bAd9iI2rVB3IhbHpQ+hz9qLnPTV4LTdmzuyXrKStG3C0QCAQCgUAgEAgEukMgyLo7ZOL3QCAQCAQCgUCgEgSCrCtpiBAjEAgEAoFAIBDoDoEg6+6Qid8DgUAgEAgEAoFKEAiyrqQhQoxAIBAIBAKBQKA7BIKsu0Mmfg8EAoFAIBAIBCpBIMi6koYIMQKBQCAQCAQCge4Q6BVZe34uXoFB6EDoQOhA6EDowOTpQHdkPLHfeyRrC3R4wP3JJ5/MO23deOONqfm64YYbPvC9+d9Afnbf7u5d/uvu/4GUqy/Xbkd5rV7WLvhqk4JxX9pnMM4hL4y9BuP+k3rPIm+76ETRh3aSt536XLvhS9+LzJOq+5NyvFU1rene19IjWZclPHfeeec0YsSIvNm83Yxs2edVfivfp9T7Nttsk77xjW8k7633tHbuF7/4xbzYfVf/tx4/mN9HjhyZMSTv17/+9Qnq0irb1ltv3WWdW48byO82Edhggw0y/uQfyHv117Xpig1d2kFeG+XYm93OVb3Rif7CaHKuM3z48Cwv29AOfY689AHO7aATcLXtKNtWO770iLxsmo1I2KzJ0a0pcS4dWG+99bK8Pg8Uxrvssks644wz+srVqUeytrydtYp322239PDDD+d1Xq0X3vqyXu2Uek3s3tYy32mnndL999+f19qeUnL15T6wfeGFF7K8PLuertGsd0/HDfR/1jLfYYcd8i5c5B/o+03O9QtmdjGzaYp1rCfnelPiXPtA259dx6YbU+Kek3sPm9JwiMgL88m93kCeTweef/75TNLWsG4HnbC+/SabbJL3Z7B/QM0Yk82ujBwi+x2IJAeyPfvj2jYpsmHKddddl/nurbfeGhCZ33nnnbzWe1/Zukeytk6xrdpOP/30DLp1Xmt/Ad6Wgi+//HJeF7pmeTlDNhs59dRT0xNPPFE9trDUOexlbPe1slZxzRiTzeYjZ555ZvX6QFZrKjMWPHCbONSOLfkYIbuD0eXa5bXeOjmPP/74xDHyvXaZbY5i21Gk3Q7y2qDo6KOPzpsqWee+dnwN9X7/+99Pjz32WLZpeG8gZJapnpyNmnoka4uyE1xnJHw7FARCXqCYCFFzMScAruQldzsU+sB7puC1bjrSimPRiXaQt2w+wkmenI7disFAfqfDItRad7hr1p1NIC9HCPG1g07AVRBC3tptGqzJC19EjUNqL3SAg0xen2vFuEeyrh3kkC8QCAQCgUAgEJgaEAiynhpaOeoYCAQCgUAg0NYI9EjWUgLSnsZ4yqC79GfNqQ2ySRdJaRjrqTm9TFZ4wtfEES8yS9PVloohD12QnpXy9CI3fNthv1q6DFfyetWGb7EiUoj2LpZGhK+XMUB6UmuhxzA1n4Fe0GN1qC2ND1tzAprYFoz1O//Tk5oKPSUX+Qw/scNkrjmFr5+Rt0yG85mO1NLn2Csy0gWy0dVWG1ZsM50umLN/g6kfPZK1Cr3++uvp2GOPTRtttFF+3OHiiy/OylKTQjdl0QAPPfRQntl30EEHpZNOOqkaJWnK6TMD/MADD6R99tknbbjhhvnxlwMOOCA988wzWXlqUW6yUl6zfQ888MD8GIlHizz6csstt2THqCZZW3H2HXGYaHbkkUema665ZoLO2dU5g/EbJ/PQQw9N++23X9prr73S3nvvncaMGZNnAg+GPBO7p3bnTMDUjHB6wVaY5IkUayqMromGBVv4FoyPO+64PHeEntdUyGN29THHHJNnhHvEiF3zVEZtzhDckN7TTz+d7QSbNmzYsHTVVVdlzqgFWwGHCbLk2nffffOsdc5Ps5hHhOs84kef6YeZ7ThxsEq3ZM2DIJxHXjwv9+Mf/zjPAt58881zRyR0jQbaRAzPf3v0ZbnllstEWKOcGpxhRs4nn3xyuvDCC9M555yTZfc8pXrUotxk1Qk5Eeeee2664IIL0qWXXpr233//tMIKK+TFO3idtRY4wnP77bdPiyyySNYJ0UqNhSe/+OKL5+dTf/CDH+RZtSeeeGJemKg2edkIkclRRx2VSZpBu/LKK7MeM3T+q6kwwBdddFE64ogj8uzfww47LDtCX/3qV9Nmm22WZ4fXphdmgI8aNSq/zjvvvOxssMEI22z2wYz0WtsWdoh6iy22yLjSAbPCOXBm38sI1CCvx3rxA25bffXVs06wxQquYMs4m5tuumm2zT7TEcfjxMGqQ5dkTRgCe/Z36aWXTpdccklOb7366qvjPTyK35o6aG28wfhOIay4duedd2ay3n333at0KmDDm9P4ZObtMdQ65JAhQ/Jz4oPpxbW2HZ2Q6mSAvcj74Jffo98AACAASURBVIMPpvnmmy87crWmaXU+ssJ12WWXTUsssUTaddddq4xKYC51CFPGjaEWDdb6tAAnCDmvttpqWQdk4WBddKQm/YUteWQBYMx5Y8+sy2DBkUMOOSTLXptNu+mmm7J81157bZaX3Jx6i40gxsEijlb74DvCk8m0qIjHoGBtLQaOhUVSyFtDNoBcnrW3KtzQoUPT2WefPd6x1P6GGzzXzvmkI4Z2rrjiimw/PIs9WOnwLslaJ5TCkiJYaqmlsnJTCo0h3cXjoDC1eaFFgRCHKHCVVVZJNZN1kbe8U2SpGQpkGbvW1Ew5bjDfkR+FJutdd92VFl100eyZ1kjWZKXL9957b1p//fVzVmDFFVfMi/zUYDS6akfkvMACC+QIqoylqUeNBYZ77rlnWmaZZZKFURhBDh3M2Yta5YYl2QyZSYlbtcpCNDXqhKCD7hoakQ7nuMloleeuayJrwcZ2222Xo2qOpsJWcOrnn3/+xPGg0zUUOmq41LBCk6xxmiznxhtvnK6++urMeTBWN4GrYUDc6PwpXboka0orxQJ4XjNDTLm9Ww1KSsBYT43KDcB2JGtKIirhha699trpxRdfrA5fHY+nzCM1hiZdz2j4bTCUd2KdRSTFMxaFMMo8+zXXXLNqsubVL7zwwrmPGatmMJAg7Gsq7AHn3XKQCy20UF44aY899kijR49O0suyWzU6mwVD0dFtt92WHWMZRHWpifiKnGzCaaedlodvLONpNUnvCLC2iZIyhLJWlqc2v4WOsAvSzrPOOmvO0NYyj6E7ssZpbLChX44SjBXvbIe64cbB4L4uyZqRA3ZZ47V0Ou8G5k0k8V9taa6i4O1G1oiaope0jDESylGTgdbxyGNCGU9/+eWXz44cr3SwPM3S3l2964wwNd5nLXPpTqva6XB+E1XVhG+pg8jDHAZOkMktK6+8ciY/nn1NBbGJ8qxfvuCCC+b3cePG5YyQMUrzAxg1elNbIZPIj2PBISJnjboAN/pgAwhzLUSnsJZmNsGsNrImjyFT48CiaCl7L87yTDPNlLNFdKaG0h1Z4zQOqECEQ4RLFNwn2paFwY2DwX3dkrWUC6VYZ511xnvIBFcBkTUPYzAE7k1DtxNZM3pIxcQXRGLMx/caC1kZD+Ps1lU2Oc4YsPFgHbWmQgfGjh2bjdxZZ52Vd43znZOBYKTGRVe1FaRBLjgjlBNOOCGn3+hHTcRHF0R9NnYRWds7QHTqN9kAemGYxHE1FRhyjk1+WmuttdLPfvazLHdNMjZl8bSICWWHH354fsIFkcw999w5gpU1qglfusup9HQLW1Y2KBJtI+vzzz+/GtvWE1nLXrARMgJNspYyl23GjYPBfV2SNWU2dsbzZNx0QkrOIIusKI+1gAcjFdBU5O4+twtZUxjYmmEtW3H55ZdnYwf/GgsdIDMyoQvmBXg8g+NmclFNReTMOIhIzFg3f8HTAbPMMks2diaQ1JKSa+IGYwYYzgibYSC7GdeMof9rKOSgBzbNMa8FcYg+6IWhslVXXTXdfPPNuS61yAw3fYuzSW/N7kUusK6twIx99agh2yArRFb9zBCUjItJZzXZCjLTUdHz3XffnScfGhe+7LLLclaAPtDpGoo272rMGuYmd+I4G5HQZ/Vip3GhOVAmKA4G7l2SNcCB6pnEJZdcMlcKAYr4TCzjYTz11FNVKjnZzUa1McZKK62Up+gzKjUZuqKsMBZ9kNOz7JSAUvDaapOXwlJQL4ru3YxKkw2lPBnrmgoMjf9Kf8sCiPxuv/32NOecc+ZokKMB69pKIWrtz+EQXTMSIuzadIIOmHBDPhO0yEunb7311qzTDHZNkZ+2ZscYXFG1mey+0+3aCpnIJsrzKCqShi+dve+++7IDxxnVBrUUMmtvhIfkzLUwk3rHHXfMzyqbM8IWD3YhI8dSds38IJvmcDCKXcNthvpKJkA7sB+cUvMH6Li+OKVLl2QNdIKbfm/8yexDFSAwxZHWoDS1dUTgAVaqXkcErq3apLpqSxnBmLfMaPCSKQwy8dIZKU9N+FJO8tIJ41AmlUklSoHyRHXMmgsDwnB4fKvWR7eKgTazWvtbxMXMVPohOvF/TYWNkKb16JPFW4yjkp3j6bllDlFNBX50wKRZmRVZi5rIrokVWfU5z9jTWY8OkdfEU0NlAiZOkTaopbBXhkGM6cLZXABZwzXWWCPrBJ2uQYfZKnbMehH6lnkLHEvZZPog2JN1sbc87jBZkn7jQo6/YwajHl2StcYnDHClLgy263xSAyYLmGRGSQZD4IkpJg/UxBypw3nnnTcttthi2UsyQ3Uwxhm6k5diM2bShR7VkcGQrvWiFCJuBFNLIYuOB1srl3kZl+LIibBrkrUrzHQwaUSPxZkZXqORphMMspmoZZILeeHOQaqt6P+cdo6xSXzklrL1blIUo1dT0eZmgHt8jw4glsGIkHqLCXz1LY9tmbSlz8HXRCeYI5eaHPrivOEIQZ3FUWTeBCKIu4aoGvZsK2dN32J7BXVsrsdmyciWlcDUPtfqgANNoBxMh6NbslYp5Cb1jVRUUMTHaIheay0MMu9TJkAqnFfE41ePmgy0jsjDE4mQUbqWvF4MNkNXk9cMO9E0WRliLxjzoOlJjY5bU0cZZam5khWo0UgX8qMDxn1FrUV3a3WG4Ij0yMlGkFlGQKqwJv2lC+ThXJDPkFM76C3yYNPYh4JvybzUphN0ATfQBfaBDvvMRpC1FseCbrKx0vLF5pKzjEWTUz3YCqlyUbf/cchgBnw9knUxdoyICtQCdpEr3qc8AnRAp/SqnaCnPDqTf8fS1+DbTv2tyN1OMk9+a025KzTxrb3fFVk7wUbQZ68aMO8VWVNJwtYg8JTrHnGn7hAIXegOmf77vR0xbkeZ+6/FBv5K7YRvO8naU8vVVI9ek3VPFYr/AoFAIBAIBAKBQGDgEAiyHjhs48qBQCAQCAQCgUC/IBBk3S8wxkUCgUAgEAgEAoGBQyDIeuCwjSsHAoFAIBAIBAL9gkCQdb/AGBcJBAKBQCAQCAQGDoEg64HDNq4cCAQCgUAgEAj0CwJB1v0CY1wkEAgEAoFAIBAYOASCrAcO27hyIBAIBAKBQCDQLwgEWfcLjHGRQCAQCAQCgUBg4BAIsh44bOPKgUAgEAgEAoFAvyAQZN0vMMZFAoFAIBAIBAKBgUMgyHrgsI0rBwKBQCAQCAQC/YJAkHW/wBgXCQQCgUAgEAgEBg6BIOuBwzauHAgEAoFAIBAI9AsCQdb9AmNcJBAIBAKBQCAQGDgEgqwHDtu4ciAQCAQCgUAg0C8IBFn3C4xxkUAgEAgEAoFAYOAQCLIeOGzjyoFAIBAIBAKBQL8gEGTdLzDGRQKBQCAQCAQCgYFDIMh64LCNKwcCgUAgEAgEAv2CQJB1v8AYFwkEAoFAIBAIBAYOgamOrP/973+n3//+9+mNN95If/rTn5LvUQKB/kLgX//6V9av119/Pf31r3/tr8vGdf4PAf31z3/+c4Lvr3/96/SPf/wj/ec//wl8BhCBP/7xj+lXv/pVxvvvf//7AN4pLt0TAlMVWevU//znP9Ndd92VRo8end9D+XpSj/hvUhH4y1/+kq688sq0/fbbZ4cwiGRSEez5eOT8yCOPpJ133jntv//+CZFwkKIMHAJ333132nXXXdNRRx2VHdGBu1NcuScEpiqy5pX/7W9/S+ecc05aYokl0kUXXZS99J4Aiv8CgUlB4L333kuHH354mnfeedNTTz0VmZtJAa8Xx8pWXHvttWmhhRZKa665ZnrrrbdydN2LU+OQPiJw4YUXpmWWWSZtttlm4YD2EcP+OG2qI2ud/dRTT03zzz9/Ou+889L777/fHzjGNQYAAenOZ599Nj366KNt006/+93v0pgxY9LnPve59NhjjwVZ97Ne0Imf/OQnaY455khDhgzJ6VnRdpSBQ0Bws/DCC6f1118/vfrqqzHsMHBQ93jlqZ6sjVtLo+nwUuTdjWFLZ/rPMY71cl5Xx5dj/deaBvXdec3fy/Hles7zuXzXguWYcn/vrdfpsaX/7xrOaV6jVf4iX5G9eXxTntZ7FZkLjl3JVurgvXwmS1d18b8xye9+97tpgw02yEai3N9/EyvN6/e2vYrMrXVpxaine7eSdalbqWfBtatr+M9xPWHovFI37+VzuX6pQ/nP9/Jfd/duvW/zONdpXrPIXe7bPLb1P8eUUq7Tm/q5ZvNV6uC3nsi6J5mKHM33IlOpg/cin3v63lUp5/XUTk1ZXKdcu2DZ3XXLsc4vpfVa5Xfvzf/K7+W3Uhfv3dXF72TqqS7dkXW5T091KjLF++QjMNWT9TvvvJO8HnzwwXTvvfemd999d7xxasJLmY2P/fKXv0y33XZb+ulPf5peeeWVHPFR2maRaucE/OEPf8idv/ynYxjTZNBF+JRc8S7Cd2/GqEzouO+++9Jrr72WO6T7u96LL76YbrnllnTHHXfklJR7ddcRy33LPdwTAT7wwAPp+uuvT08++WSStnV+6XiuRz73Iutvf/vb9Pjjj6cbb7wxvfDCC1nO1vs5l9yufeutt+bXb37zm2Q+QBMb93dd765top9r33nnneMnrzTlePrpp9PQoUPTPPPMkx5++OGMD2xgMbHCQMHURCQy3XzzzRlLvxXcXcP9HEsu8pS2g7s2lsp2z9Y6d3f/Jln/7Gc/yzK8/fbbybjfE088ke/jfs1CBjKRQZ2vu+66dM899+SoEU5NeZ2n/toN5v4n3zPPPJN1Qn395h7qQkfVQ5TvuOa9C9Z+//nPf57Ty9oDDo5TZ23le6sc2pYM5b9SH+f4zzWd4x5eZKHf2pHuyZbAyu/N4nz1gkWpY8HPpFC/dRVZl/uSx71h5L7dFce7NxmKrM596KGHcv9yL7riuGZxTfLB9YYbbsjtJBXvWs1jfXdd8rIFPut3dKDg0npdMpPBfZs6ri2a1yr18u4/x5fJsn5zLqzZs3HjxqWXXnop/9+qR451rn6tLuYCOM/5zbp0R9aljmRu7evNusXn/kFgqiXrueeeO51wwgnp0ksvTZtvvnlafvnl01JLLZU23njjdPvtt3/AiFBoRswkC+Sx1lprpXXWWSetuuqqeaILoqe4ig6A0Pfee++03nrr5U5WmsoxSGPttddO++yzz/hO6/o//vGPswzf+9730vHHH5/H49zjqquuyp2HsTUpbpVVVsmRpmjTdXSypgEu92q+63gcktNPPz2f67wvfvGLuQ5StqWjkQ9JrbHGGunLX/5yJrkRI0akFVZYIS255JL5ndyOKff07vtJJ52Ur/eFL3wh4+MeZ511Vib7ggtCcW24k3vLLbdMK620Ulp66aVzfS+77LKMl2siydVXXz195jOfSdNPP31abLHF0rrrrptxZci7K/BXH0Zxr732Gt9ezoXdjjvumAmj1Nm9XO9LX/pS/h+RHHvssbkOxumWXXbZtMMOO+Q2bRrQ7u5fyHrmmWfOpHvMMcfkeiy33HJ53E+dn3vuufHGmLwMLQdw+PDhWV56Ayftf9BBB2VjSt5SGEf/77nnnlmfvv3tb2dddA96fNppp+Xhg5NPPjlpD+1Ht+nPL37xi3KZrH9I02QtOk2n6PQ3v/nNbOiREgPuXj/60Y8ykTiZzJwxmDqeU0LH/I6IOEeupQ0QBCeOwffbaqutltOp3jfZZJM8GY9DWPQJxvTDPXfaaaf8mS7REzqDTFrJGjZwP/fcc3OfO/jgg3ObNglnfKX/74Nzrr766izPFltskeevkKfYAZj98Ic/zM5ekc27NPD3v//93DbqQ059xTg6YoaBcv/99+cxXvbikksuSe7h2vvuu2+uQ6tsznv55Zczpo7hdBVM6efXvva1rBv6iH7qP1hxstivK664ImOonzuGPmsfLzIceeSRWYfLfdWfs77bbrvlOkhxa8uvfvWrWRc5B6UurWRdHMsTTzwx69dxxx2X8S/Ht2Id3/sHgamWrGebbbY0bNiwTEIMKNIaOXJkmmuuubKxYhAVCsiL3mqrrdLss8+etttuuzzmfeaZZ2ZFLwTPe9URvERH3/rWt9ICCyyQJ8CU6zDKJrW593e+853cuR3PAB1wwAHp4x//eJaHIWOodAbeuPMQz4ILLphJ/oILLkjnn39+NmQilaYhb1UL8uvUN910U570hAg4BpwU72YuM7DkcB8d2HjrnHPOmQn0K1/5SjYwOjXymm+++fJ3htw5OrXOisy33nrrbJSRBMPH4IlUHKeDixbVfdNNN83Gl5E58MADM1m4J3KCI3kZLtclxyc/+clM0pyYsWPHZsPQWs/y3bnIwbVN8pJGN0dBeyFqUTrZZCgcCzuR0aKLLprvg9y0KQJj9Bkx46Nnn332Bxyvcr/Wd6ShTjPOOGPi6KjTLrvsktuX8zHDDDNk/DhoChk4cLDltHDyTOjh/DDQcEHK6lQKZ5AummDl+gwsAtl9993Tpz71qYw7nYY/vVEPjgoH9fLLL8/toU1EjyYNMdKHHXZYuvjii9N+++2XJ1/CyH2Qu8lcZHn++edzf0Ba2mGWWWbJzhTnphAI4nVPdeVg0hPtxtlyHzOKzRX5wQ9+kMnLRE/YwoOuiuQ5hOr3+c9/Po9Lawv14xSIsptkXSLga665JpOSPs3BcB117K6QC7lzqvR5DgGnRz/U99zfOO0ZZ5yR6+BaSFNbrrjiimnUqFG5nZAgMtR26luiVxGtNv30pz+d680B4njpb/p7q2zqjmj1fbLINsHZ9fRxbcdxLXbDfzDjRMGVs6DO+rW25kDo3/TeveGvfem7a7oXm+ZYctE5NnCRRRbJ53IoS11ayRp2gggOlGvDGzbqEGXgEJhqyfqzn/1s7qSiEF4sIyNC3nDDDdPiiy+eDbgOxQgxJiakISPEjch50RSaF6zD77HHHuNJr5C1cxCBQpF7ImuPoXz0ox/NnUrHcZ576AQMFIPASIhWdHa/e+l8rR2/qS7+06kPPfTQLCdjzMAhWecX0i3yIWv1QRJHH310jiREUc5hZBkgEQKP3nVFwAyVTo8AkZVjpXIRI+PiOMYFWTPwDCEDAUtGwzWKc+P+ZFEv9zCJCGEXg0Be1+quwBhZwl6kKuonk5fP6k8uRgy+TbKeZpppsoE2/IAc4SxiQdYildKW3d3b7+7jHhwv7cWIOg8mjOVMM82UnULHKe4hY8Ook5suahv6KBPB4WBokWwphazhQu/gSEdMxmNs3QMJwszzsY43dKLe7kGn4aQNtLPfXIM+eEfMrs2x5DyJChE2AqFP5GOkZ5111tyHVl555Swvx4P8shGHHHJIPhfBMurawyOTRa/Ji7hcV4QqFatdOY7I2rXhri+IZuGFjMjdJGv/GWIggyiSc+vYnvoEHOkREqLrnGqkrO5F19kFeHEs6QId5qA49utf/3rWTffxH8LmhMIRNu5t2Ei/mG666TL5axt1Ln2htGXznT6yA5wEWSntRE4Rvj6DsLWv9oQTHYGdPsZR8DtnBaZS4EWHRfnsBweKvpERycMXQcNe29NRmT33QvqwVppkrY+7njbmELuv43rqk806xue+IzDVkrXOJUpmXHQKBIF8EbJOwcgxPohZylhEyZuk6I710lkYUZ75RhttlDu6jtoTWTM+PUXWvF2dhlfrHmRwH3Ix3KKsMraugzimp+J/HZvhRZQiR2k5honxK96za+h0yNJxOqOoinFxjGORh0hOJ0c8iNZ4KMeHkZD+5PAwyohdJkCkwKghxRJZi9YRdIno1Vf0B3edvxRGxPmMpnv3pjBGZEEOHqFi7GCgXdSBvIyR9OWbb775AbJGmAwTIwd35zG6jpc5YAwnVtRVdMZIS4EjJ+1Ex5AnEhLBaVMF0ZDFvekNGRXyMu6IQLu7VmlvcpCJYwlTOGojOqt9tIfshnvAXbsiTTosItSmcBKRywBw5MyBEMEZApL2l80QBdMTaVUyIBDyIXAZGuRI7zkTyEjfgBfsRa3kEWHqH/ROO8NBgS/nSfTPYeDUaCt1QdZ0zJAUHSxt6DyfC1kjQ8MWrg1Deq1erj2x4jqFrGUo6FdT19W7ZJLYBbqONEW3MnCyIXQd/tpG+8mkaG9tAQfnawttjAybfa0r+cikbwsWZLKcA0P347RyPrWhIRN6ZghDH5MVIa++KytUnET35bzAFlHLVOhTHBLOFtmQNUdO2zve90984hN5KAiWSiFr7c2O0DF4q6P60tWJ2aGu6hu/TRoCUy1ZU3rRFQNTCiO07bbbZuOikzBMDAyykCYVcRVj4xyfdS7/UV7j2pND1jqJNGhTJtfTiaX53IOR1ll48TorY9xTR/EfI6+TSieKmHRohMEIM0LuoRSyZjyl1nRW5yreYcKTZ5ikaZEGD5zB580zmgiEIefJI31GxnUKWTMYUpqIqBTGQxQ/uWStrmSUutYmxiRbDbf2ggHyYeDIxeA4HpGKHhntUpANzEU0yGVihREVsTKEyLncn6GWKUBc22yzzXiyZvzU271bnQHtwXmhqxxL+ug6haxFVHS2FM6H9ilRcfmd/sjIuI4UL/2i14hWNkGmRJtxSr1zTKTrpaodx+DDR2pVWyJimRTDC4YWRPGGZdyfsymSZvy1scyEuskAiByLPqmHa9Fles+5838ha5gglOLUNOtSyBqWMh6wlvJ1/4J3Ob679yZZqzcHrcjmnWz6myyFoRyYcyIMM4h8ERddp2uien3C0AMdUTdEBldtgex76qNFRrrofJjAkEycAvfgzHI+OSiyFoIMzoN+J+KHNd2m1/ovB8R5ZCQrPL20i2yEvqrt2QL/w8DxnCd1dD/9QkHWnAJ9QF05Y4Y+YFIwK3WI94FDYKol6+L9Nw1zK1kzHDoFL1/0wGg1yVrn0pEZK+RUxmf7ElkjX9EYg9Aka02v8zNaPGdRG9kZKvdFSE2ZulIVhkI9dS7G02Qi0b3rMKL+Q9gTI2vGAxkw5CYBwUY0w6CJ/KXWGHAvxrNM4HNdRlQUgqwZmaYRZmiQNadociJr9VRHhgjhMHStxpvDxYAyXMbFm2QNE1kBhryUvpC16ISjwpnSdor3rsga8XEGuiJr7SKyRLLw9d111NE5xuM5HKX0hawRndSrtpP61XaicvMlRI4yS9rZGDZjjXikSk1mkx2RKfJZtoSziuAK+SFfzhxZGX960MSDDmgrZI0Q3KtJ1oZGmnqintqmkLXruhd9lKrnqLW2d8Gm9b2VrGFXiKeVrOGARI3Fm+zI2eKstuq6KJ+zpi/1haxhI5o2EZB+Il/zNuCr77gmImdrkK46+49esRmO0Yf0b2SqDxYZySvVry3pj+toe0Mw/ittTw/MMSjZALhpG+l/Eb/76T8cRaRfMGvFN773PwJTNVnz5hnAUpC1CAYRlsiadyk65FlKPzEmpfisA/FmeaeMv45ayJqRLd4pIuGtM4RSaTo8Y+Z4vzfJmlFrLTqF43UQhCKiYaykxtx3YoUhEJkxSjq3meG8aJ611CfS6omsGUH35n0jFmlw5G2GrvpIqRrPEon53cu9yOxc92dMGCGp3aYR7o6sXU/6rrdpcBiL0kVboh+Gqmm8/S9yhhtHhwFuJWtGqj/IWnTD8dC+ivp3RdZSlNoAuSPecrxzGG44qz8njVPm/0LWskB9JWs4GXMUETLOnILSbqXt6AN89BEEzblDHvBlrF1DxgY5GK4wVm/4RFpYuztfRgje9AMZF+MOD+0uQke2SF19J4Wsy1g+4hH5w6i3hN1K1upcZKMz6iadrA/rz3TZcAG8LCUr7d/UdeerH7zoWSFrtqS3kbXzyIAw2RtOlEyFjIY219acNvXmECJtE96KreIcwkEb0D3HN9tUFg2+7I2hInVB6uRrHueztlAXBVmL4E18MxQCb7hwsNk3Okn2KAOLQJB1D2St0zI6OgZCPuKII/J3hkanovyUndJLK+usFJfyG2figXIAKD2iFHkYh5t22mnz/67t+J7IWidwDFm83FdH4nUzgpwEEz56Ks53Hjm867AMjXExnU4dGK8mWTNUOm1JvfrfmLT0OHIxM1gUwcNnPIzPGRd1bfgUjLy7v/dJJWsEIpIXjYviyrV6MgycABGn9mLI1EmdS71FjDIlZk4zwDBhcBg5kfWUJms4SvfKTohSC37kJZ+0tDYSFcFR3fuDrOGE3IxNi+REXO4JYy+fy/3oHSdTdMUJgq0MDZ2guwiFjFK0cJRyVw8vzpFzRGXas9SP4yFilQGhT3TY9fwvu8Spm1hkTUc5dLIfInrOBF1WN7L3VNwLCZlgBmOOaFPXPT2hLpwM2NB181M4qnQSMZa6FLy8F93sC1kXeTnAHGmErW8Zk2ZbvDi6HAD/aw91V19tpA4cKf9rH78325R8cNEnOF2yBBw+zr7z/d9VXeCkDTnqHBfOvftzeF2n9LEif7wPDAJB1j2QNcWmxNLfSIp3qcMy7jxvHdLYEjIpKXKdVcSGCEUMDA+D4lgeqVSi35F5b8ja/ZGz8UNkKBrhSetADAeD5n7dFfIwTMYUdWAE4MWhKKlNRpOhKmTNgIn0ePEm3qgvUhHFM4hl8guiI49UOgPOYDLOsOHIMHKyAK7NaEwqWXMoRHTkYYTdq6SCu6uvujKkjAtjK7IrUYP0KQOnDRgc9R1ssqYD0pXG/ZEG/BCgunMOpSqlmBFgKZNL1uqNaDiSMBK501P3hHGJmOkIUmXAGWnk+LGPfSwTs+EEv7sOXMmP+EWBzi+OIcKQRaIfslZlghPnS3RXfnffcr3ekrW+R8fcgzzkUxeRqbRwT4TdJGtOtawA0qLr5hrIFCBKKWL9Tz+k0+rnHmaEi64d73dt4jzY6nOTQ9b6s0fqjClzIM0t0Ye0BadGv0e06oug1UVdYc6pYqc4QWwVW0Gf9AGOKJxdy+8la2Uui7prN/9rd3XTtkqTrB3HaSj1Yw/M/Snp/6Kj8d7/CEx1ZE3hH7pv3gAABk9JREFUKR9P3+Qeil6Kji/KYOh1QkXHo9g6jMkaPEoTcxCddBMvW9RTlNXxlNnMcRNMGEPnSPdJHTIKDJRUGoNSjuc9I0jp8GZqXgdkjBhsBkRk7rPUPOPuESkGoruiE7ue1CSHQyTOSDqXXFJ7xQN3nTIbnEHiCBgTFF2YsCJyMpu4pI/JrkMzvMbz1JFcZHSO8UhRrvsja04BouSNw6gUxkTE6z/XKsUxJcqAIwPJGDXxKceWd0ZVfRCI9mLQGVjtZbxNexmfc23Hwpex9R/Dw+gXI+Wahj78rq3pwcQK8jWBThurSyEM7wwg3TLbutSfDAyplKd0sgk86imKIbtISfRUjnd/x3M6GFk6WwpD61EjERnHrBT1QbZ0XkaBzmsPOqt+HtXStu5Pt7QfPZGCL0Tg2v7jaNJdRK/9ESwD7p4yPR7Hco7f/a+/ITG6rz9wWN2PPqmrOpCNjI5HJCbo0QXnNOutPo4zdICQXEM/dQ9tqM4IjB76TA7X7Kr4jx3gCGpf5Fh0XT8jKzk42nTEddyb82oIyv/uQ6+cC7vSl7S1GdbS1OSUUZiUQofog+EltsZcGO3luggVbrJDJpppQzqkkJHDZRa/OtBpfUBf1N+1n3aDl77OMeSAI3bEbVhE22sjazmUuTMyPvRDPV3f/TgwHmmFt3rqp/CJMnAITHVkTdEYDxOjRIsUtxQGScQlCtUJStFRdBKGjaeNmLwQDIXXuRxTis8MKsIwsQZBG+thvN3bZ1FmMVA6Do/5lFNOyR2TwSqFvK5v8ooJW65lxrhoDLFMLIIoRsYYlvsyKGRHKORj7IthLWRtvFWKS93I5Fly99WBGR4yFSPoHYY8fA6KGasIQYoVPh4JKsabUdfxDQc0CVfHlzXwH2NQivvA3WxX8jKe0pPw6Kkwaow3jI3HwsuLkyDSR+aOUbSV6xkzZbxFSE2doCPmNiAuTsXEinppY9eiA+U+3hGLa5EB1qUUh0Ebi6bhx1hzAuECn3Id55C/XKepp4gNkWmnptPj+u6tDvRb/VyvRLJ0w0Q3Ea1HA+kIXUFMRUfVi/6LWmWRyFSKfsPxVWfk1pSVftBnv5PLkJJsiXsgVDpBvnKONqfXrsdJaeqJ+zkW4bgX/VVn9fDSjjIp6uIRveIMFzmb702yRmzIRv+CgT7LPhTZmrpOPn2A7PRRVsl76Y+lrZzLcSmz5Jv3nthn7aOP6Hv0XdsVfOiNNlZHJA6PIp/r0mf6wVmg7+TTfznrJqPqTwVv7+ZR6Hf6t7bnAHBm3b/oKD0QpevfzT7gPiJsOqGvTaxfTqze8X/PCExVZA0Kis0A6aw6XukE/vOdYWEgmuTrHP85h3GgsF46pmsVsitQl+MZCwrt5bNre/lcOoxznN/V70Ve/5Op3Nv13Ns5/ptYUUcGwDlFHkbeNdWrdPYmWYuQEad6lnOK3OX4cl/XVx/nO7aco/OS0f/OcQwMm3V3DXUgX5GnXNc52sF1yetV8C7HdPfuvNb2Io/zW9vW/R3rPv5r1q/I1aoT3d23iQVsm6XUxTWb7VbqWdqYo9FTG7uOY1uvU+pR/iv3LtdXR/Uno+J3n7UR3Sh6DWffm+3UPK5V79TTPeFHptbiXL+X/lD0oxzfxNtn1yerV5G1XNP/7ufcogt+82rWv1nPcm7z3bURvshaFsNkrKLn3slKZtdtFt+LrsOp1KXoemlXMroHXFr1oHm9rj6rs3uQQT2a57u+31zXe1fy0Q//kam0KdvhnKZ+O1cdYdlVv23WxfUc5/xSfC6606oT5Zh47z8EpjqynlzodCQvitzaUVqv7f9yfOt/ffnevN7E7t3d9Ys83luLzigNXp6zRhrFYDu+N/dsXr83x7fK0N33ct1Jvabjndub9uru3lPyd/KStbd495dsTZzce6BKaceBvEdvZG+SdXnUDCkW+XqjZ+VY7705vjdy9ecxzTbtSb7mcYPdLv1Z/067VpB1p7XoZNSH5y3lZbzaYxoih6YnPRmXjlMDgaoQEClKy5scaixWejh0vaomCmFaEAiybgFkav4qspAuM15ljFFqKzztqVkjOrfuiFmK2Hi9MeiuUu6dW/uoWTsiEGTdjq02QDIjZoRtrIzxapfU8QDBEZftYASkfouui7JD1zu4sTukav8f28VBG18PBMQAAAAASUVORK5CYII=[/img][br][br]Overall, are these students more alike in the amount of time they spend talking on the phone or in the amount of time they spend on homework? Explain your reasoning.
Suppose someone claimed that these sixth-grade students spend too much time on the phone. Do you agree? Use your analysis of the dot plot to support your answer.
A keyboarding teacher wondered: “Do typing speeds of students improve after taking a keyboarding course?”
Explain why her question is a statistical question.
[size=150]The teacher recorded the number of words that her students could type per minute at the beginning of a course and again at the end. The two dot plots show the two data sets.[/size][br][img]data:image/png;base64,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[/img]
Based on the dot plots, do you agree with each of the following statements about this group of students?
Overall, how fast would you say that the students typed after completing the course? What would you consider the center of the end-of-course data?
Use one of these suggestions (or make up your own). Research to create a dot plot with at least 10 values.
Use one of these suggestions (or make up your own). Research to create a dot plot with at least 10 values. Then, describe the center and spread of the distribution.[br][list][*]Points scored by your favorite sports team in its last 10 games[/*][*]Length of your 10 favorite movies (in minutes)[/*][*]Ages of your favorite 10 celebrities[/*][/list]
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Information: IM 6.8.5 Lesson: Using Dot Plots to Answer Statistical Questions