IM 6.8.7 Lesson: Using Histograms to Answer Statistical Questions

Here are four questions about the population of Alaska. Which question does not belong? Explain your reasoning.
[list][*]In general, at what age do Alaska residents retire?[/*][*]At what age can Alaskans vote?[/*][*]What is the age difference between the youngest and oldest Alaska residents with a full-time job?[/*][*]Which age group is the largest part of the population: 18 years or younger, 19–25 years, 25–34 years, 35–44 years, 45–54 years, 55–64 years, or 65 years or older?[/*][/list]
[size=100][size=150]An earthworm farmer set up several containers of a certain species of earthworms so that he could learn about their lengths. The lengths of the earthworms provide information about their ages. The farmer measured the lengths of 25 earthworms in one of the containers. Each length was measured in millimeters.[br][/size][/size][br]In the applet below, draw a line segment for each length:[size=100][br][list][*]20 millimeters[br][/*][*]40 millimeters[br][/*][*]60 millimeters[br][/*][*]80 millimeters[br][/*][*]100 millimeters[/*][/list][/size]
Here are the lengths, in millimeters, of the 25 earthworms.
6 11 18 19 20 23 23 25 25 26 27 27 28[br] [br]29 32 33 41 42 48 52 54 59 60 77 93
Complete the table for the lengths of the 25 earthworms.
Use the grid and the information in the table to draw a histogram for the worm length data. Be sure to label the axes of your histogram.
Based on the histogram, what is a typical length for these 25 earthworms? Explain how you know.
Write 1–2 sentences to describe the spread of the data. Do most of the worms have a length that is close to your estimate of a typical length, or are they very different in length?
Here is another histogram for the earthworm measurement data. In this histogram, the measurements are in different groupings.
[img]data:image/png;base64,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[/img][br]Based on this histogram, what is your estimate of a typical length for the 25 earthworms?
Compare this histogram with the one you drew. How are the distributions of data summarized in the two histograms the same? How are they different?
Compare your estimates of a typical earthworm length for the two histograms. Did you reach different conclusions about a typical earthworm length from the two histograms?
Professional basketball players tend to be taller than professional baseball players. Here are two histograms that show height distributions of 50 male professional baseball players and 50 male professional basketball players.
[img]data:image/png;base64,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[/img][br][br]Decide which histogram shows the heights of baseball players and which shows the heights of basketball players. Explain your reasoning.
Write 2–3 sentences that describe the distribution of the heights of the basketball players. Comment on the center and spread of the data.
Write 2–3 sentences that describe the distribution of the heights of the baseball players. Comment on the center and spread of the data.

IM 6.8.7 Practice: Using Histograms to Answer Statistical Questions

These two histograms show the number of text messages sent in one week by two groups of 100 students. The first histogram summarizes data from sixth-grade students. The second histogram summarizes data from seventh-grade students.
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[/img][br][img]data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAdgAAAE4CAYAAAD4neIbAAAgAElEQVR4Ae2debhV1Xn/f3/06dPn6dw0bdM2HdKmaRMb09omqYmaxBhqHOOIyiDihMigiCIq4gQyySCgOKAGQUAFERUQmSLKpALCZZ5lHmSQeXp/z2c167o5d5979zn3nH333ue7nud4zt1n77Xe9V3vej/vWnsf/H+mIgWkgBSQAlJACpRcgf9X8hpVoRSQAlJACkgBKWBlB+zJkydt8eLFdvz4ccktBaSAFJACUqBiFCg7YAFro0aN7MCBAxUjqjoqBaSAFJACUkCAlQ9IASkgBaSAFCiDAgJsGURVlVJACkgBKSAFBFj5gBSQAlJACkiBMiggwJZBVFUpBaSAFJACUkCAlQ9IASkgBaSAFCiDAgJsGURVlVJACkgBKSAFBFj5gBSIWYH9R47b+j2HbOWug4l7HTx6wk7GrIeakwJZVUCAzerIql+JVeDNZTvtymEL7bKXFtjlCXpdPPQTe+XTbXb42InEaifDpECaFBBg0zRasjUTCoxetN1uen2JvTR/i42t2pGI1+tV2+360YvthU+22CEBNhN+pk40vAICbMOPgSyoMAUA7G1vLLU3luyw6Ws+T8Rr6urdDvoCbIU5o7pbVgUE2LLKq8qlQE0FBNiamuiIFMiiAgJsFkdVfUq0AgJsoodHxkmBkikgwJZMSlUkBaIpIMBG00lnSYG0KyDApn0EZX/qFBBgUzdkMlgKFKWAAFuUbLooDQos2b7f+szcYI9NW5uo181jlroHil5fvD0RDzjxoJUeckqDR8vGtCkgwKZtxGRvZAXeXr7Tmo5cbB0nrLQHJq9OzKvF6Crj9eoiATbyYOpEKZBCBQTYFA6aTI6mwNglO+yWMUtsxMKtBmyT8gL2AJatYv1MJ9pY6iwpkEYF8gL2yJEjtmzZMps2bZrNmDHD1qxZY4cPH67u48GDB2358uU2ffp0W7JkiR07dqz6u+CH48ePW6NGjezAgQPBw/osBcquAIBtlbDfmwLUh6euFWDLPvpqQAo0vAJ5Abtz504bMWKE9evXz7p162Zdu3a1Dz/80FkMXIHuI488Yn369LGePXvapEmTQnsjwIbKooMxKCDARv9HLHQPNgaHVBMVp0BewO7Zs8c+/fRTq6qqcmC97rrrHEhZqS5dutQefPBB69Wrl82fP9+effZZa9mypW3durWGgAJsDUl0ICYFBFgBNiZXUzNSIFSBvID1Z588edI2bNhg7du3tyeffNKOHj1qY8aMsdatW9uCBQvcaby3aNEidBUrwHol9R63AgKsABu3z6k9KRBUoFbAbty40d577z17+OGH7Z577rE5c+YYwB0yZIgD6ubNm11dK1assDvuuMMGDhwYrNt9FmBrSKIDMSkgwAqwMbmampECoQrUCthPPvnE3X9ldXr33Xe7rWIefmIl26xZM9uxY4erdNWqVdahQwe3hZzbigCbq4j+jksBAVaAjcvX1I4UCFOgVsD6C7i32q5dOwfZLVu22NChQ909V7aOKTxt3LZtW3fcX+PfBVivhN7jVkCAFWDj9jm1JwWCCuQFLA8z8WJLmJ/n8MQwEF25cqVNmDDBfZ45c6YB0FmzZlnTpk3tgw8+CNbtPguwNSTRgZgUEGAF2JhcTc1IgVAF8gJ227ZtxhYxTxLzW9gbb7zRevfubTxdvH79euvbt6899thj9tFHH7l7r7fffrsdOnSoRiMCbA1JdCAmBQRYATYmV1MzUiBUgbyAZaV677332mWXXWZXXXWVDRgwwNatW1ddCf+4xP33329XXHGFe+f8sCLAhqmiY3EoIMAKsHH4mdqQAvkUyAvYfBcUelyALVQxnV8qBQRYAbZUvqR6pEAxCgiwxaima1KhgAArwKbCUWVkZhUQYDM7tOqYACvAahZIgYZUQIBtSPXVdlkVEGAF2LI6mCqXAnUoIMDWIZC+Tq8CAqwAm17vleVZUECAzcIoqg+hCgiwAmyoY+igFIhJAQE2JqHVTPwKCLACbPxepxalwJcKCLBfaqFPGVNAgBVgM+bS6k7KFBBgUzZgMje6AgKsABvdW3SmFCi9AgJs6TVVjQlRQIAVYBPiijKjQhUQYCt04Cuh2wKsAFsJfq4+JlcBATa5YyPL6qmAACvA1tOFdLkUqJcCAmy95NPFSVZAgBVgk+yfsi37Cgiw2R/jiu2hACvAVqzzq+OJUECATcQwyIhyKCDACrDl8CvVKQWiKiDARlVK56VOAQFWgE2d08rgTCkgwGZqONWZoAICrAAb9Ad9lgJxKyDAxq242otNAQFWgI3N2dSQFAhRQIANEUWHsqGAACvAZsOT1Yu0KiDApnXkZHedCgiwAmydTqITpEAZFRBgyyiuqm5YBQRYAbZhPVCtV7oCAmyle0CG+y/ACrAZdm91LQUKCLApGCSZWJwCAqwAW5zn6CopUBoFBNjS6KhaEqiAACvAJtAtZVIFKSDAVtBgV1pXBVgBttJ8Xv1NlgICbLLGQ9aUUAEBVoAtoTupKilQsAICbMGS6YK0KCDACrBp8VXZmU0FBNhsjqt6ZWYCrACriSAFGlKBvIA9efKkHTlyxA4cOOBefD5x4oSzle+OHj1qBw8edK9Dhw65c8M6cvz4cWvUqJGrI+x7HZMC5VJAgBVgy+VbqlcKRFEgL2C3bNlivXv3tgsvvNABsmfPnrZ27VpX5+7du+2VV16xG264wVq2bGmtWrWyIUOGhLYnwIbKooMxKCDACrAxuJmakAJ5FcgL2DVr1tiMGTNs/fr1tnjxYmvatKk99NBDtm/fPtu8ebM9/vjjdtNNN9mYMWNs3LhxNnfu3NBGBNhQWXQwBgUEWAE2BjdTE1IgrwJ5Act2MHDkndcjjzxi7du3N8ALYPv162d9+/a1Y8eOuRfnhhUBNkwVHYtDAQFWgI3Dz9SGFMinQF7ABi/Yvn273Xbbbda1a9fqFeyjjz5qjRs3dqtXgJuvCLD5lNHxcisgwBYO2D4zN1jVjv226vODiXlt/uKwHT72f89/lNtnVL8UKKUCdQJ279691qNHD7vrrrts4cKFxgNO+/fvt9mzZ9tTTz1l7dq1syuuuMKmTJkSapcAGyqLDsaggABbCGB3WfNRi+3ioZ/YVcMW2tUvJ+N15bCFdtu4ZTZj7e4YPEZNSIHSKlArYHft2mXdunWzrg895O7D8iQxBcgePnzY9uzZY1VVVXb//fdb8+bNQy0TYENl0cEYFBBgCwNs05GLrd345fbygq02etG2RLz6frDB7nx7hU1YsSsGj1ETUqC0CuQFLADt3r27PfDAA7Zo0SL3s5ywpnmiePDgwXb++ec78OaeI8DmKqK/41JAgC0csJ0mrrJJK3fZ9DXRry3nuS98vNnumbjS3hFg45o2aqeECuQF7LRp09zPczp06GCjRo2ysWPH2scff+y2h9ki3rBhg3vgaerUqdaiRQu3ig2zS4ANU0XH4lBAgI0OyamrdxkrWAE2Ds9UG5WiQF7Azpw50913BbBdunRxr9dff91Yse7YscNGjhxpnTt3dmB9+umnbfXq1aGaCbChsuhgDAoIsAJsDG6mJqRAXgXyAhaQ8pOcZcuWVb/4xyf4F5zYPub3saxo2T7etm1b6PYwrQqwebXXF2VWQIAVYMvsYqpeCtSqQF7A1npVAV8KsAWIpVNLqoAAK8CW1KFUmRQoUAEBtkDBdHp6FBBgBdj0eKsszaICAmwWR1V9cgoIsAKspoIUaEgFBNiGVF9tl1UBAVaALauDqXIpUIcCAmwdAunr9CogwAqw6fVeWZ4FBQTYLIyi+hCqgAArwIY6hg5KgZgUEGBjElrNxK+AACvAxu91alEKfKmAAPulFvqUMQUEWAE2Yy6t7qRMAQE2ZQMmc6MrIMAKsNG9RWdKgdIrIMCWXlPVmBAFBFgBNiGuKDMqVAEBtkIHvhK6LcAKsJXg5+pjchUQYJM7NrKsngoIsAJsPV1Il0uBeikgwNZLPl2cZAUEWAE2yf4p27KvgACb/TGu2B4KsAJsxTq/Op4IBQTYRAyDjCiHAgKsAFsOv1KdUiCqAgJsVKV0XuoUEGAF2NQ5rQzOlAICbKaGU50JKiDACrBBf9BnKRC3AgJs3IqrvdgUEGAF2NicTQ1JgRAFBNgQUXQoGwoIsAJsNjxZvUirAgJsWkdOdtepgAArwNbpJDpBCpRRAQG2jOKq6oZVQIAVYBvWA9V6pSsgwFa6B2S4/wKsAJth91bXUqCAAJuCQZKJxSkgwAqwxXmOrpICpVFAgC2NjqolgQoIsAJsAt1SJlWQAgJsBQ12pXVVgBVgK83n1d9kKSDAJms8ZE0JFRBgBdgSupOqkgIFKyDAFiyZLkiLAgKsAJsWX5Wd2VQgL2D37t1rU6ZMsYEDB1r//v3d5127dlWrsG3bNhs3bpz17dvX3njjDfv888+rvwt+OH78uDVq1MgOHDgQPKzPUqDsCgiwAmzZnUwNSIFaFMgL2A0bNtjw4cNt6NChNmjQIGvTpo2NHj3aDh8+7GA6atQo69Spkz333HP26KOP2lNPPWXANLcIsLmK6O+4FBBgBdi4fE3tSIEwBfICdvfu3bZx40b74osvbOfOndahQwe7++67bcuWLTZr1iy766677NVXX7V9+/bZhAkTrEmTJrZ8+fIabQiwNSTRgZgUEGAF2JhcTc1IgVAF8gI2ePb+/fvdapUVK1vDrGxvvvlmW7FihTutqqrKWrVq5Va4wev4LMDmKqK/41JAgBVg4/I1tSMFwhSoE7BsCU+aNMluv/12t2I9cuSI2zJu3ry5gy2Vrlq1yu688053Pza3EQE2VxH9HZcCAqwAG5evqR0pEKZArYA9ePCge7ipc+fONmLECNuxY4edPHkyL2CfeOKJGm0IsDUk0YGYFBBgBdiYXE3NSIFQBfICFjDyFHGH395r5Z6sL2wR33LLLbZy5Up3aPHixXbrrbdqi9gLpPdEKCDACrCJcEQZUbEK5AXsmjVr7JprrrEuXbrYvHnz3DYw91+PHj1qH374oXXs2NHGjBnjHoB6++233UNOS5YurSGkVrA1JNGBmBQQYAXYmFxNzUiBUAXyAhZoXn755W5lys9wePG7V1ay/OZ12LBh7kniV155xbp27Wq9e/e2EydO1GhEgK0hiQ7EpIAAK8DG5GpqRgqEKpAXsGz/jh8/3gCof82ePdv9bIeauB/71ltvWa9evezNN990P9cJa0GADVNFx+JQQIAVYOPwM7UhBfIpkBew+S4o9LgAW6hiOr9UCgiwAmypfEn1SIFiFBBgi1FN16RCAQFWgE2Fo8rIzCogwGZ2aNUxAVaA1SyQAg2pgADbkOqr7bIqIMAKsGV1MFUuBepQQICtQyB9nV4FBFgBNr3eK8uzoIAAm4VRVB9CFRBgBdhQx9BBKRCTAgJsTEKrmfgVEGAF2Pi9Ti1KgS8VEGC/1EKfMqaAACvAZsyl1Z2UKSDApmzAZG50BQRYATa6t+hMKVB6BQTY0muqGhOigAArwCbEFWVGhSogwFbowFdCtwVYAbYS/Fx9TK4CAmxyx0aW1VMBAVaAracL6XIpUC8FBNh6yaeLk6yAACvAJtk/ZVv2FRBgsz/GFdtDAVaArVjnV8cToYAAm4hhkBHlUECAFWDL4VeqUwpEVUCAjaqUzkudAgKsAJs6p5XBmVJAgM3UcKozQQUEWAE26A/6LAXiVkCAjVtxtRebAgKsABubs6khKRCigAAbIooOZUMBAVaAzYYnqxdpVUCATevIye46FRBgBdg6nUQnSIEyKiDAllFcVd2wCgiwAmzDeqBar3QFBNhK94AM91+AFWAz7N7qWgoUEGBTMEgysTgFBFgBtjjP0VVSoDQKCLCl0VG1JFABAVaATaBbyqQKUkCAraDBrrSuCrACbKX5vPqbLAUE2GSNh6wpoQICrABbQndSVVKgYAUE2IIl0wVpUUCAFWDT4quyM5sKCLDZHFf1yswEWAFWE0EKNKQCtQL24MGDtnPnTtu4caPt27ev2s7jx4/bnj173HG+27Rpk+3atav6++AHzm3UqJEdOHAgeFifpUDZFRBgBdiyO5kakAK1KFArYN977z1r3bq1ff8HP7AXX3qpupqtW7dat27d7LTTTrPvf//7dtZZZ1nnzp2rvw9+EGCDauhznAoIsAJsnP6mtqRArgK1AraqqsqmTp1q1157rT3//PPV127evNn69u1rPXr0cCvZvXv35l2hCrDVsulDzAoIsAJszC6n5qTAKQrUCljOZAu4ZcuWNQDbr18/4wVAT548eUqlwT8E2KAa+hynAgKsABunv6ktKZCrQNGAve++++z000+3Nm3a2MSJEx1ocyvnbwE2TBUdi0MBAVaAjcPP1IYUyKdAUYAFmjzktHz5cnvuuefskksusUGDBoW2IcCGyqKDMSggwAqwMbiZmpACeRUoCrDUxrYw8OSBpyeeeMIuvPDC0K1iATav9vqizAoIsAJsmV1M1UuBWhUoGrC+Vn7GwwNPrGLDigAbpoqOxaGAACvAxuFnakMK5FOgVsDOmDHDunfvbj/84Q+t8TXX2MiRI23dunW2fft24yc8/N2rVy+79NJLbdiwYaFtCLChsuhgDAoIsAJsDG6mJqRAXgVqBeyiRYts3Lhx9tJLL9mIESNs+vTpDq7cf50yZYoNHjzYXnzxRZv5wQe2e/fu0EYE2FBZdDAGBQRYATYGN1MTUiCvArUC9tChQ8ZvXAEqr/3799uxY8fcvVf+ZSfuv/IvOB0+fDhvAwJsXmn0RZkVEGAF2DK7mKqXArUqUCtga70y4pcCbEShdFrJFRBgBdiSO5UqlAIFKCDAFiCWTk2XAgKsAJsuj5W1WVNAgM3aiKo/1QoIsAJstTPogxRoAAUE2AYQXU3Go4AAK8DG42lqRQqEKyDAhuuioxlQQIAVYDPgxupCihUQYFM8eDK9dgUEWAG2dg/Rt1KgvAoIsOXVV7U3oAICrADbgO6npqWACbBygswqIMAKsJl1bnUsFQoIsKkYJhlZjAICrABbjN/oGilQKgUE2FIpqXoSp4AAK8AmzillUEUpIMBW1HBXVmcFWAG2sjxevU2aAgJs0kZE9pRMAQFWgC2ZM6kiKVCEAgJsEaLpknQoIMAKsOnwVFmZVQUE2KyOrPplAqwAq2kgBRpSAQG2IdVX22VVQIAVYMvqYKpcCtShgABbh0D6Or0KCLACbHq9V5ZnQQEBNgujqD6EKiDACrChjqGDUiAmBQTYmIRWM/ErIMAKsPF7nVqUAl8qIMB+qYU+ZUwBAVaAzZhLqzspU0CATdmAydzoCgiwAmx0b9GZUqD0CgiwpddUNSZEAQFWgE2IK8qMClVAgK3Qga+EbguwAmwl+Ln6mFwFBNjkjo0sq6cCAqwAW08X0uVSoF4KCLD1kk8XJ1kBAVaATbJ/yrbsKyDAZn+MK7aHAqwAW7HOr44nQgEBNhHDICPKoYAAK8CWw69UpxSIqkAkwJ48edJ45ZYTJ07Y0aNHjfd85fjx49aoUSM7cOBAvlN0XAqURQEBVoAti2OpUikQUYFaAbt48WJ75plnrGPHjjZ12rTqKoEt33Xr1s3atWtn3bt3tyVLl1Z/H/wgwAbV0Oc4FRBgBdg4/U1tSYFcBWoF7KxZs2zIkCF2wQUX2NChQ6uv3bBhgw0YMMAefPBBGz9+vPXp08fu6dQpdJUqwFbLpg8xKyDACrAxu5yakwKnKFArYD///HOrqqqy5s2b2/PPP1994cSJE61t27Y2Y8YMtz0MiJs0aWKzZ8+uPsd/EGC9EnqPWwEBVoCN2+fUnhQIKlArYDlx48aN1rJly1MAy2r2hhtusPXr17u6li1bZm3atDnlHN+IAOuV0HvcCgiwAmzcPqf2pEBQgaIAO3DgQGvWrJlt377d1bVq1Srr0KGD9e7dO1i3+yzA1pBEB2JSQIAVYGNyNTUjBUIVKAqw3Jdt0aKFbd682VW6YsUKa9++vQHe3CLA5iqiv+NSQIAVYOPyNbUjBcIUKAqwY8aMsdatW9vChQtdnfPnz7frr7/eJk2aVKMNAbaGJDoQkwICrAAbk6upGSkQqkCtgOVpYR5ouviSS+z+Bx6wJUuW2J49e9yDT127dnVPEi9YsMA9Ycx92q1bt9ZoRICtIYkOxKSAACvAxuRqakYKhCpQK2CnTZtmPXr0cNvB/N512LBh7sGmQ4cO2eTJk61Tp07ue2DLz3XCigAbpoqOxaGAACvAxuFnakMK5FOgVsDyENPKlSuNp4R58dTw/v37XV1Hjhyx1atX2/vvv2/cgw37l544UYDNJ72Ol1sBAVaALbePqX4pUJsCtQK2tgujfifARlVK55VaAQFWgC21T6k+KVCIAgJsIWrp3FQpIMAKsKlyWBmbOQUE2MwNqTrkFRBgBVjvC3qXAg2hgADbEKqrzVgUEGAF2FgcTY1IgTwKCLB5hNHh9CsgwAqw6fdi9SDNCgiwaR492V6rAgKsAFurg+hLKVBmBQTYMgus6htOAQFWgG0471PLUsBMgJUXZFYBAVaAzaxzq2OpUECATcUwychiFBBgBdhi/EbXSIFSKSDAlkrJCq7ns72H7fmPN9v9k1cl6nXDa1XWfNRiG1u1w6aviQ6bcp/78NS11mJ0lY1etD0xdk1dvcuajlxsnSauskkrdyXGrhc+3mz3TFxp76zYVcEzTF1PqwICbFpHLkF2f7J5n7Ubv9zavLnMuk5ZnZjXDa8usSavLLIxVckBGfAWYKMnOwJsgia6TClYAQG2YMl0Qa4CH23aZ3e9s8L6f7jBJq7YlZhXl/fWWLNRiwXYCKt3rWBzvVp/S4H6KyDA1l/Diq8BwHacsMIGz9mYmK1Fv1Jki1gr2LpXjAJsxU9jCVAGBQTYMohaaVUKsHUDLHhfV1vE0fXSFnGlRZNs9VeAzdZ4NkhvBNjowPAraz3kFE0zAbZBprQaLZECAmyJhKzkagTYaLDwq1itYKPrJcBWcmRJf98F2PSPYYP3QICNDgytYAvTSoBt8OktA+qhgABbD/F06f8pIMAWBg2tYKPrJcAqyqRZAQE2zaOXENsF2OjA0Aq2MK0E2IRMcplRlAICbFGy6aKgAgJsYdDQCja6XgJscKbpc9oUEGDTNmIJtFeAjQ4MrWAL00qATeCEl0mRFRBgI0ulE/MpIMAWBg2tYKPrJcDmm3U6ngYFBNg0jFLCbRRgowNDK9jCtBJgEz75ZV6tCgiwtcqjL6MoIMAWBg2tYKPrJcBGmYE6J6kKCLBJHZkU2SXARgeGVrCFaSXApigQyNQaCgiwNSTRgUIVEGALg4ZWsNH1EmALnY06P0kKCLBJGo2U2iLARgeGVrCFaSXApjQoyGynQFGAPXnypB07dswOHTpU/Tp69GiopMePH7dGjRrZgQMHQr/XwfQrIMAWBg2tYKPrJcCmPz5Ucg+KAixgraqqsgkTJtjkyZNtypQp9umnn4bqKMCGypKpgwJsdGBoBVuYVgJspkJFxXWmKMBu3rzZunTpYmeccYZdffXV1rRpU+vfv3+oeAJsqCyZOijAFgYNrWCj6yXAZipUVFxnigZsv3798kI1qKIAG1Qjm58F2OjA0Aq2MK0E2GzGjErpVdGA7du3r3Xv3t127dpl+/fvtxMnToRqJsCGypKpgwJsYdDQCja6XgJspkJFxXWmKMDu2LHDBg0aZGeeeaadffbZ9uCDD9qmTZtCxRNgQ2XJ1EEBNjowtIItTCsBNlOhouI6UxRgvUqsWufPn2/XX3+93XHHHf7wKe8C7ClyZPIPAbYwaGgFG10vATaTIaNiOlUvwKLS3r177emnn7Zzzz3X+PlObhFgcxXJ3t8CbHRgaAVbmFYCbPbiRSX1qN6A3bhxoz300EPuSeIw4QTYMFWydUyALQwaWsFG10uAzVasqLTeFAXYtevWGU8R33zzze5nOo0bN7a5c+eGaifAhsqSqYMCbHRgaAVbmFYCbKZCRcV1pijAHjlyxNatX29z5sxx/8DE1q1bjWNhRYANUyVbxwTYwqChFWx0vQTYbMWKSutNUYBFJMAJVPknE2srAmxt6mTjOwE2OjC0gi1MKwE2GzGiUntRNGCjCibARlUqvecJsIVBQyvY6HoN/XiztXlzmfWeud7eXbUrUa/pa3fbkeM1H+xM70yW5aVWQIAttaIVWJ8AGx0YWsEWptVz8zZbi9FV1nTkIms3fnliXkAfm9btOWRCbAUGvYhdFmAjCqXT8isgwBYGDa1go+v17LzNdtPrS+y+Sats+IKtiXk9O2+TXfz8J7Z85wEBNn9oqPhvBNiKd4H6CyDARgeGVrCFaQVgbx271Hr+Zr2hXVJe45fttEuGCrD1jx7ZrkGAzfb4xtI7AbawwK8VbHS9BNhYprAaKZMCAmyZhK2kagXY6MDQCrYwrQTYSook2eurAJu9MY29RwJsYdDQCja6XgJs7NNZDZZQAQG2hGJWalUCbHRgaAVbmFYCbKVGlWz0W4DNxjg2aC8E2MKgoRVsdL0E2Aad2mq8ngoIsPUUUJebCbDRgaEVbGFaCbCKMGlWQIBN8+glxHYBtjBoaAUbXS8BNiGTXGYUpYAAW5RsuiiogAAbHRhawRamlQAbnGn6nDYFBNi0jVgC7RVgC4OGVrDR9RJgEzjhZVJkBQTYyFLpxHwKCLDRgaEVbGFaCbD5Zp2Op0EBATYNo5RwGwXYwqChFWx0vQTYhE9+mVerAgJsrfLoyygKCLDRgaEVbGFaCbBRZqDOSaoCAmxSRyZFdgmwhUFDK9joegmwKQoEMrWGAgJsDUl0oFAFBNjowNAKtjCtBNhCZ6POT5ICAmySRiOltgiwhUFDK9joegmwKQ0KMtspIMDKEeqtgAAbHRhawRamlQBb7+mpChpQAQG2AcXPStMCbGHQ0Ao2ul4CbFaiRGX2Q4CtzHEvaa8F2OjA0Aq2MK0E2JJOVfWt2JwAACAASURBVFUWswICbMyCZ7E5AbYwaGgFG10vATaLEaNy+iTAVs5Yl62nAmx0YGgFW5hWAmzZpq0qjkEBATYGkbPehABbGDS0go2ulwCb9eiR7f4JsNke31h6J8BGB4ZWsIVpJcDGMoXVSJkUKBqwx48fty1bttj8+fNt48aNec3jvEaNGtmBAwfynqMv0q2AAFsYNLSCja6XAJvu2FDp1hcF2MOHD9vEiROtVatWds8991iHDh3s7bffDtVSgA2VJVMHBdjowNAKtjCtBNhMhYqK60xRgK2qqrKHHnrIBg8ebHx+efhwa9mypW3bvr2GgAJsDUkyd0CALQwaWsFG10uAzVy4qKgOFQXY119/3W677TZbsGCBE4v3G264wa1qc9UTYHMVyd7fAmx0YGgFW5hWAmz24kUl9ahgwJ48edKefvppu/76623z5s1OqxUrVtgdd9xhAwcOrKEdgL3mmmts0aJFxnl6ZU+DN+YutVtf+9QemLzanp23KTGv9m+tsKtfXmh9P9iQGJvQp/345dZ4+KfW+/31ibFryNxNTqtbxy6zwXM2Jsauh6assaYjF1nHCSsTYxNjOODDz+zC5z6yyZ8steWKa4rrK1bUYB8HigIsIG3WrJlt/+2W8KpVq+yuu+6y3r1712jkxIkT1rNnTwffQYMGmV7Z0+Dh/kPs+t4vW/O+I63VwFcT82rSZ6T9qvtwu2nA6MTYhD7X9X7FLus+3G7snyy7Lnt8uDXu9YrdmqAxbNFvlF3ZY4Q16fNKosbwlidH2xWPv2y9nnxKMU1x3flADfgVA1gqef7559091/Xr17s6ly1bZrfffrs7ntsIK15WrR999JHNmzdPrwxqMHvexzZlznx7d84Cm5ygF/a8Myt5dk2avcAmzF6QOL0mzl5gE2fPT9wYYhOaJcm3sGXK3IU2T3FNMf23MT2Xffxd8AqWiyZNmmTt27e3999/31ihzpo1y20Dz507N6wNHZMCUkAKSAEpUHEKFAXYzz77zAYMGGCdO3e20aNH26OPPuo+f/HFFxUnoDosBaSAFJACUiBMgaIAy4NLn376qfXv39+6d+/u7q/yEJOKFJACUkAKSAEp8H8KFAVYL96hQ4ds586dxnsxZf/+/e5fgzp48KC7/OjRo+7vlStXGq/Vq1e7+oupu9Br9u7d69r0bbNKJ5FgC3zfvn2nfLd23Tp3vNA2ij0ffZcuXerudSxevNjZw71tdgw2bNhQbRuf49hF4F/l4l/v8lrxvnbtWtu1a5cdO3bMtm3bVv0dD8D5h+GK7X+h123dutU++eQTW7hwoe3Zs6d6rHbs2GFr1qyptm3rtm125MiRQqsv6nzmCUkoiSl2MH4UfJ9nGbyW6FjuMWSMsIE2c+cufy+uqnL6MZ7MAQo6BcccHdG2lIW5tnv3bjfvc+vGDr7Dx7Hdl3L7G+OEJvSdsfHFz78lS5a4ebl8+fJTfIl4sm7duupx5Xof53wd9X0nXuLr69avP6VutOO5GJ57wb7PP/+8uqly+xtjSN8ZJ+ZXWOEctCSO+HlAP4j3fh4wxoxtKQvtMSa0FawbPw/GBf6FQv4xJUo+LkS1q16AjdpI2Hl08K233rJevXo5UTmHQPzcc8/ZAw884J487tevn/3mN78Ju7zkx7ifzJPQPPHM66WXXnIOQGDh3vKdd95Z/d3TQ4YYzh1HYUK8+uqr7gntxx9/3Hr06OEmD/rxz1Ty5PYjjzzibHvhhRcMoJW74KS0xa0BXl26dLEHH3zQJkyY4CD761//2u6//35n0xNPPGGTJ08ut0mufiYrgYydFfwKXZ599lkXmDlh1KhRzl52XRjj8W+9dUrwKZeRn23caCNHjrRu3bo5m/AtNKQQULAHHbGJp+w5Vq6C3xJMnnnmGfcchf+pHe0BMW759OjZ0/A1fo63adMml6BwHvOxa9euzs7+AwY4/yulnSS1tN+xY0ebPXt2ddUEZBJMHq5Ew4mTJlV/R3Asp79RP/9qHf7EGPmCjtOmTTP8mzlJzML/fcLy4YcfOlsfe+wxp9ewYcOcb/rrS/E+ZcoU69u3r2vH+xP1EheeeuopZxfjNWLEiOokt9z+hh0vvviis2nsG2/U6CY+xj9O1KZNGwd/xpbCPGW+4nfMA8YYuJWyvPnmmy4uMReDdXOcsfVxYcyYMdVJXD4uRLWrwQDL6uK6666zc845x2bOnOnsJYNp166d+03tyy+/7AKi/8csonao2PMAxs9//nOjXV5MKuBG1oPgP/nJT6q/e+ONN2IDLJP4oosusrFjx7oV2XvvvedWPAB23LhxduONNzqHxOZ33nnHZY7FahD1OgIhGjCJ+de8CIgXXnihSwTIXPmbp8qxCWeO6+E3gt7QoUOdX3388cduDM844wyXkABfEigezgMu2EYQzF0pRdUg6nm0S/Dw/5wokxltACn24vuXXXaZ9enTx9mEr6FhuQoAYGVDQvTtb3/bVq1e7ZrCTp72P/fcc238+PHVDy6SlBCMWAnx0zxAgnYkfazaSlmICTzbceaZZ7o55+vG1/F7ktyrr77ajZ//rtz+xkqLhO3WW2+1Cy64wDfrVjjoBOTYVQKyxDISEgrQ598K4Fr0evfdd93OTnUFJfiAVth11dVXu50RXyXJCA+eAlqSohYtWrhkgO/L7W/8UoR5dnXjxtbniSe8Se4dmLI6ZA5+/etfd9r5HRJ8q1OnTm7+ohf2s3NYyoJe5513noN/cBcEsPMPJ5FQ0jaLOr/qz8eFqHY1CGBZqSImk/yKK644BbA8OEW2xxKdSR9XIeviX6Ni29oPOm0DWEBGMsDWnc+44rKLSUpGx8qUyYt93gbsIuABMIJ1QxS27QgmjCfboAQ8bAIqpd4Sq6t/7DYQ6MiOSQJI2M4//3wHDg9Y4MpqLDjGddVbn+/xY4IggQ5QME7AlcSIrXQCHv/MKMEwru1q+gMcTz/99GrA4lPshqCdD2zMQ/7G9wAsiQGrNOws19xku/zKK688BbBef7bX+bfPGUNf4vA35v3w4cNPAaxv37+jzz/+4z86n0Mb5gTzgOPl9DUSspY33ngKYL1N+BpJN8nd1KlT3eE4/I1E7b777qsBWPyKBLh58+YuIccmrw2AJZljx8DHN9+PUr7jz+xG5AKW+YkveXt8m/m44L+v6z12wBJwCL73P/CAy6puueWWasCyvYBTsuXItiIDFVeQZnDJjllhkIUBCwrt46S/+tWv3KqNrStWPeUKMLkDdtppp7ksmEyKDIwJRWDGCfm5FJOHVSQTJ05wYCfAmD59ut17773uJ1scIwkgIyQQohvbQXGBg8nBvddvfetb9vDDD1vbtm3tySefrM5GsYuta8aa88q9ekUPEjSyY5IkAjUrSADbuHFjFxTxNWBL9sxuBYCJw7dyAYt21157rfM1bKbgUxdffLH7J1HZWkRP+kFgZGXn71O5k0v0n0IBG4e/1QVY/JuYxi4O9/cor732mtuNY1ubmMGiohzgCAMsY0mCyTiR+JJ0+ucg4vC3MMDiK2y38q/6kXSQRAUBy84l85P+8KwCC4lylDDAAld0Yiud3R0g70s+Lvjv63qPHbAffPCBXXLJJS6Y4HhkLgRiBoDVEBky9y2Y7Dffckts24uAoG+/fm5SAFMCHhkgEMFh2OoBZmefc467/xjXivFrX/uaC3JsteIAbFXzmUnPCo1jOMell17q7l/4Laq6Br4U3zOJuWfCfTF0opClMnEIxGSqBGhgFkchgDGOTN5f/OIXxvbwsJdfdn4FtAAGycjNN99sl19+udt2jyOB47kCtsXwbbalb7rpJvvlL3/pJjNJEWNIUonfAbHgBC+XbmGAZbU/ZMiQ6qSWYMyWGtvt2ETwI3FBO7Zr2RotdSkUsHH4W22AJWGaMWOG83O2sX3SAURIiokZbC0TT4KrplLpFgZYbOI+P7cemAuswnzbcfhbLmABPv5GrMcWxpi4gO2AlLnJgooFBDED/0JTr2WptKKeMMCyA4jfkwijGTs3HvD5uBDVptgByzYs9wSAKCufH//4xw4QPHgRLNxHuK11a7fVEDxe7s9k72wHnXXWWTUeSgCqfPfNb36z7E96+n5+4xvfcNsqflVBgAOowScaORdnxTm5VxtHIWsHDMH/6UNuu+wCALPWrVvnflWWv9GIyUlgY3VKZvqd73zH3esJTlbGkZVs23bt3MMzZTEmUKnfRmcrmLFDk6ZNm55yD5PkgOcNfvazn7mxDFxelo9hgMUmNPO+xr0oEjfujQYLwL32uutcshI8XorPhQI22Ga5/A2Ih20R41PcgwWgaJUv6WZbFLhwTqlLGGB9GyS9LF6IC4AtWMrpb7mART+A/6Mf/cg9a0BSzu0JYgfb/gDYF+IKOzqd77vPgdgfL9V7GGB93ejF9jHzM/fZn9q44K8Pe48dsDwYwP0JBOfJrbPPPtutgNj/JpPx22NkWmwzkvn7Y2EdKNUx3zaDzdYrgY4slOLb5ztW4F/96ldPeQqtVDaE1cO2E08tk0UzKXAAngwkEHmbeWfyst1OIIijoA335LAlOEFo2+sFWBhjtoXiKDyM85WvfMXtOKAVdpGR8m9n89CC14vj7EiwWsydSOWwE1u8JqwE0YQtMSatt4l3oMdtChKEchba4mcc3/3ud23lqlXOBu9bbdq2dSt+/sYOkiPuwXo7sYtbOTwbwINZpSy0QeLIcxn8H7v42xc+A/q7777brTawzxd/Xrn8Db9iVQNI/VgSjEk0vve977mYwE4IcPC2BN/5f2WjFw86lbJgC1vRJG4LFi6sbhv/9vqwAsPX2GWiYJd/lcPfqBvf4lma3n36ODtYUaMVMZ8X99BJfEk2sSFoL5+5TciDkqX+RQSaELPYXeM2W3CM+Mz3JEOAn4esgnphVy4X3Al1/Cd2wAbtIXthu4xtMwoBh60MXmReOA73NspdEI8VD/dPGHDuBRDo2CbgOzJj7mEAfQaebZc4thbpN0+1AQm0Ivhw745VKrYBDeziyTx+LtCqVatqxyi3ZmxTs+LB6YKFIIM9jCHwYito0ODBwVPK9hlNeJITLbCBsSRR4olwJjnjy8Ri4pIls4vCeeUu+A++gyasOAA7P1Gj4PNs6/M93/30pz8t+c9fgv0jiLCi4H4vgOW+GLoQYEja2FFia5iElzlAAOd8Ejzspy+MfTl2S2iD7TpuITHvsYtVIrYBT3zNB0j0wtfK7W/4DSsy7uX/olEjpxHAJV40adLE2coqFj15+biAVrywk92S9nfcUfItdX6SBqx4ABNt0Ih4RZxgRxBf5//V3ax5c/fUdxz+5n0LqPMQK74d3D3yNnALB72wl8J56AWc2TXhFwqlvlWCT8MUxoPbVowthRiKVtxy4/8Kx84qt79q44K7MMJ/GhSwOAErCb9S5J0VK6taoEIGjTOXuxDkWFWzLczA85g5wZni778QeAjWZDeI77OfcttGQGSlgCbYx30KHJECaK+66ioHFRIV7lt4hy2nXfSdFQYPT6BFsODE7l712We7J3iBXb6ts+B1pfiMVmTsgIF75fzsiq0xJj2F+5w/P+8891MUkigmVByFB+cYJ8YPMPEbPz9Oc+bMsQsvusiBlZU+yUA5C77OvWAgxostdXTxhcSW+8P4G34HUCkEJG7vcJy+kAwwN0pZ8F92Ybxt2EXA9bdm/HHe2d0ifpTb34hJbCv6tkkq+YkaPhU87r8HqMwPVmoklzwzQVLAU+L4ZykL9fp2eWeVTdLtV9v83In7+tzKYdwp5fY3QB+0CY1IUIIF4LLCZUfCa8LtQOIrc5bf9rJL4udI8Nr6fGbuBW3z7ffq3dvFfX6iBnw9j2rjQlQ7GhSwUY3UeVJACkgBKSAF0qaAAJu2EZO9UkAKSAEpkAoFBNhUDJOMlAJSQApIgbQpIMCmbcRkrxSQAlJACqRCAQE2FcMkI6WAFJACUiBtCgiwaRsx2SsFpIAUkAKpUECATcUwyUgpIAWkgBRImwICbNpGTPZKASkgBaRAKhQQYFMxTDJSCkgBKSAF0qaAAJu2EZO9UkAKSAEpkAoFBNhUDJOMlAJSQApIgbQpIMCmbcRkrxSQAlJACqRCAQE2FcMkI6WAFJACUiBtCgiwaRsx2SsFpIAUkAKpUECATcUwyUgpIAWkgBRImwICbNpGTPZKASkgBaRAKhQQYFMxTDJSCkgBKSAF0qaAAJu2EZO9UkAKSAEpkAoFBNhUDJOMlAJSQApIgbQpIMCmbcRkrxSQAlJACqRCAQE2FcMkI6VAfgU+++wzW7VqlX3xxRf5Twp8w3kff/yx7d27N3C0sj8ePnzYVq5caevWrbOTJ0+mQoxPPvnEtm7dasePH0+FvceOHXP6Ll26NBX2lsLIRAP20KFDtn///lL085Q6Dh48aNSdlol0ivEV/gdjRjAsh1+kVdqePXvazTffbATcKGX+/Pn27W9/2z744IMop2fuHICE/xw9erS6b5s2bbIbbrjBOnXqlApgnThxwr7zne/Y0KFDbd++fdX9KOUHgEjdtFWKsnv3brvnnnvsyiuvLEV1p9SBjcR1YkOSSmIByySYPXu2TZw4seR6/eY3v3HBJWmDUfKOZrDCAwcO2EcffWTTpk3LYO+K61KPHj3spptuKgiw//qv/2ozZ84srsGUX7VlyxZ74403bOPGjdU94fP111/vAJCGFSFA+bd/+7eyAnb9+vU2evToku10ANi7777bLr/88mrdS/WBuidNmmRLliwpVZUlqSeRgMXB2fZ64IEHrEOHDrZz5043yN7xyawQdNu2bbZjxw4j6PpCZsrWVzDrIlPds2ePW7WSkbVt29YefPBBt13BucFM1tdDG1zDd74t7ADKrKKoZ/v27e5Fm8H2qIPrqZtzsDH3nOD39OPzzz939nEt9XM+17EFRLv00bfBO99znPq51tsVtN+3zzmcy4u+eB2ph3Nonxdbh8FVPef5fvL9rl27al35B7WiTdoKakt9Xkv6RsYZbI/22VngOLbSJucfOXLEdQvNqqqq7N5777VHHnnEncMYhZXg+HEOdfk2vY7+Omz059AuWnu7OBd7OIYd3i6voa8Du9EyeJxj1BtM5GiLflInhfqpG9uwkfODdXAOtgTHgc/BPuQClu/wD87LrYv6WMECWBJN32+vDW1xPT5Ff70O3g5sD/oixymcx/lcRz8Yf+oOjj/1hvkbx71Oue3RD16cw3e5vpFbv/dv3w52YDPXUxiT1157zW688UaXpOHTjI8HLADgfMY5rA+ukpD/0Hfq8n7G9bywnTHgnbZpC42Cc8kfoz3GgfaDOtAc/aQ+4oG3ORewYfpgV76CJujpfS/YNseHDBlizZs3d3OONrEBW7EvqDv1cz7Hg/7m56DXhF0CVrC5gA1qRx9pw/cfG9GO+v08yR0X2iHpbtKkiY0cOdLpgy0Uvgv6pI9Jvv582pTqeCIBixP16dPHTjvtNPuv//ova926tfXr1885PIOxePFiu+++++yKK66wpk2buiyOQaCMGTPGwZM6EJEX95sIyNOnT7ennnrKbY/993//t8v6+/bt6+5f5QrK/ZjOnTvb3LlzXVuXXXaZy3DfeecdN4m47pprrrHrrrvOBg8e7I75QWNQFy1aZI899pg1btzYmjVrZs8//7xt3rzZ2cP33Ifo1q2bu/6qq65yicSUKVPc9zgEduLctMvq5JVXXnEOjJ30jfpuu+02dz0Jw+TJk50D8j31A6LHH3/ctX3ttde67S+2wB566CGnI467YcMGpws6Xn311TZgwADXD76jL2jQq1cvpzHft2/f3rWDs+cWjrHjQICiz7TZpUsXZwfnMvGwyWewaEKfmFBeN3Rk/MiaGXPa7NixowuETDqC4MMPP2z/8i//Yj/60Y/s9ttvd33MtYW/yb7vv/9+N35du3Z1deErL7/88iljhT9hN+cyDi1btrThw4c7sFMPY0FAxtb333/fjQV2MZbBwooaHyOI+MKYsOUIyNCUsmzZMucv7MxwjHpefPFFN05snZFULl++vPp8tGG82QZGV9ru3bu3GzsfzIKA5XxWaPgHAZKgmVsALBoSjPAH+s14oA1QBnZ33nmnW+ECBV+YY/jIqFGjHCj9cd75jvlFQoyNBDv8f8WKFe602vyNoIf++H/QtwiSzz77rL300kvOJnzFwxGt0HbOnDnO32mE79u1a+fiA5pwDn5ILEFDbGAs/vd//9e+9a1vuX5z/qxZs5xvtWjRwm2143+33nprtQ8TvL3WwT77z8y3GTNm2B133OHGiHrQ85ZbbrERI0Y4u5577jkbN26cmz9o26ZNG+dP9JF+Ax78kzk6aNAgBwlfPz6K73Eb4Fe/+pXze/7+53/+51NWsIwbY8N5Xp8PP/ywOkH19fGOn6AX9pFsAD3fNvB8++23XewlEWNlj05r1qxxPoEP5N5HffPNN51vAD8KdQTjNPOKmIZGQcByHtoRwziO7axESZC8jfjA66+/7vyTepgH+C1+zLhgF/Hir/7qr+yCCy5wcQqfYVzmzZtnd911l9ODeE1MZw7yXRwlkYAl4xk2bJidd955TnQcnsnL5F+wYIH97Gc/c3DFmQDvP/3TP7nJjNhMpNNPP92eeOIJFyRxOgIITs2A4DgEZ6DCIBAYvVMEBccxv/KVr9iPf/xje/TRR10wAnR/8Ad/YI0aNbJWrVq5oMtE/trXvuaCJm1RPv30U7v44otdoOEeCeecc845DhY4DqDBUTiHPvAigBLECVSsrkku0IBJSYAYOHCgC/bUT+DGUQAS1zKZCRp+Ox3HxlaCC87LdtiFF17o+kJAAlZojL7nnnuu6xsBmftyBEiCMnacf/75LolAJ8YAYGJPMOh6zbif9/Of/9zpQnvYTj+AF4Ft7dq1bpwIPtgMuBk3+kCApZCsEDQYL/oLeBgn7Jw6daobW84/++yzXZ9fffVVp4W3IfiOn/zN3/yNnXHGGW4yYj9JGWAhOQKcTOB3333XaUNww2YmLvUDcuwG6gS/n/70p3bmmWc6iGJXrgb0n6BNsOY6XvjIn//5n7u6WAFQ6DsBgoAECGkPG/v37+/6S2D8wQ9+4MaH82nnl7/8pWufdvEnn3SSIFE8YEkkaYeEAt0I3GGFefCnf/qn9r3vfc9pgo74+J/92Z/Zk08+6SDH9SQwwYSBoI6f4Q/0L1hIPBknkjDG/4UXXnB1cl8YnevyN4BMkCRY+oKmAAWbmDfMg//5n/9xejJWzKEf/vCHbvXCNSRVf/Inf+L0xI+BMX70d3/3d26+ABRgCVAYY+Yc59Am44xv/u3f/q3zw2eeecbBnfbPOuus6kTB2+bf6Rvz/a//+q8dYKgfmP7DP/yDS5bYsgSQtIkPXXrppW6O+XZJYrEDf8NH+cz48jfFQwI/Athjx451fSIu/eEf/qHTmbjIeVzzk5/8xPkU+jCfAM57773nza1+R0/s/OY3v2n0dfz48Q7sJMDEURKRSy65xMUtEjXsJS78+te/drAiHgcLiwXmLVqiCeNOX4kvJG7EF2IQ7QUBy7wmDtAucwMYEvsAKr7PmOKLnEMCQD2AGj+kvtWrV7sklcUE84/dLa71SdNf/MVfuLhL3CJxBuQkBxUNWAYOCOFQZLa+AEKEZHIAMyY52wZkOAQHoEABNGRewIVVBQOB41MIrH51hWPmKwCWScJqwRfaBKYMLu36wsQk4wUiFAIyWR8BzwdbnOKiiy5yAR3nJcgSMHMDFbBh1UodZHc4a77Cd7xYZbNqAD4UVoH00QOXegjoOC4rJmxnohB4CMjeRiYvfSZgsPJgolMXAaI2O2jzrbfecoEIgOf2iYlC5kqAIWP37TE2QJzVPoWAAKTR3hcmMloBRQoTFxgSbGsrAJYEiQAbHGd0JXDQBv5CUCdrZuywC/uAHYGKTJfAyzloxbjlK/QRYBGM8BMCDcGZ/rBa8b4ADOkPq9QJEya4/rOS9JpwHOBiN0GAMfnqV7/qAg2Bj/O4jgdc8G/+9oDFPjQlsLEKyFcALMkHCZAv1MPKhADIPCOgYgc6+rFnRYr2JE25BeiSCDA+1BUsUfyN5BLNg/eFGWN8gn4RiNGNxJn6eZFIsiohaFIIxmhFkA4WkgfgzxPCFOqgH9jqC+PMnMU38H9fSMB/8YtfuODsj/l5xzt2ABdARmzxBVvR1ycoANbvGuTqwzW+ThYI2EsSTwGEJBJAPggFfIAx9A85Ed+AGX/ji7RBP9CHXaDgtdSLXSTp2Ilf+TF2jf72P+iIJsHdmiiAZbyBNruE+L0v3Pb77ne/ewpgGXPmJNphM7YwNsxJYhBjij9zjLnhi180MD8orFRZOJHoUegvvvR7v/d7LjEI09ydWOb/JHIFS5/DAIvAZLo4M8LyIhAQYH7nd37HORRC4iwMGisBnDC46ioEsAApmP0RkIEOqw5Wgb7gqECWn0rgXKxMWYkAUG8n21msvMnAcBoybFaMBDU/CamPycEk+aM/+iPXB4I8TpdbsIUJRCBlS4kVMoGDgiZkk97ZsBU76A+BBKiyvYw+3j7eqYdEBb2AEhkjQbZ79+7VAMq1w/+9cOFCBxRWeQAjCDVspR6gT5bu22TiE3R8wCaYAiOfqFA3MCA4EXQohQKWwBPUj0QD6PFOgCagMnlJJIJ2sTJCW/QiOeCasCDk+887gZCtNMaXbJzghHb4LP2mLnSnPjQhCDEmwNS3zaqC1QkJm09M/uM//sNp6s95+umn7etf/7pbSVIP/k/b6IfvsRqpLaCgKSBlN8cX+sacY4eGsSRJYMxIDEn6CPTUzTiwEswtJCzMS4I8dmKXL1H8DW3wHZJE2uIa+sO84TNzgmAMtLwOJNaMHwCkoDvzneAbLMCf4OtXx7UBlvEjyfLFJ69oTtBmFQcoeGEzOhMPAGIQsKy62DHhHAo+zC2fsIdw9eqdrQAADlNJREFUSICxHZizZQtc8D8KWv/nf/6n86PgmKIJc8cDlh0DElhWsV4f+s2Y4N+AO1jYimees2JnIRMEoT+vWMCiDXObhU3QZvrCzppfwTLOf/zHf+xAH4wLJAUka2iPLgCWxJHY6gu7M5zHSp2SC1j8mfFg7nz/+993u4OMa11z2NdfqvdUAZaVDsKTvbNi8y9gxiCQ8fgBJUh84xvfcOcHM59CAEu2xVaDLwQNsjJWU6zqfGEiecCyFcaEZ5ualai3kQnHxCHzxEYcngnAuawamdgetARWMnaA9Jd/+Zeub4CFicgkZ1scp2FSMzloG1v9qg4oc5zVIQ5I0EI3AjttEySwC328fbyjI0GUrTmgTJBle4d6mMys5IBSWAFigJFgD7jZrmG3gb7g2H//93/vAjZt+DbRhM/YSyGgkhj5oMSx+gKW7aDgpCKIEYhIQlhtsxtBAPM28Y5dgJ5Jiy1sXzEWdRWSJ3Yp8FNWVfiFTwhY/bEdTdJCsCYBYby4b4Tmvn0SIz6ziiYIEhzxD68V33EOYCEB4Bw054EXtilZRROkg33OtRtN/Q6P/47z2XIGsKwY8W+2mkkOmFfshhAwgXdY3fgl4whsSELxR5JH/CiKv+EnwJQADOjRCl9hZUt7JCH4IAAPaoUuJLgUgjHAyN0aZ9UVFbD4H33xhSDPKo8xo37aQyO2Z4E5tmEv7WI/iRoaMA6Mj48TAJb5Rx2+MBfRmtiFZiRk3FYgJnjAspvAbROSCR/buJ75FnzIiZgATHL1YReF2zFhSRG+Q2JEckbCxrXcBvDjWwhg8W/GiySGbVviGfM5WEjUqBPA0gbxAi1ZeATjAnGTBQhx2wOWPgQTZcaYOZkPsLRLG8RZtt0ZD5JK6vG3pIK2letzqgDLBCbg4KyIlPvyA8AEITDgXDgngQ9YUAoBLJAMAyzO7CcOdQYBC4QJREwmHCRoIxmbX/kyWQgqOAArCSAWDOLAFJv9Ng/ZO1tcBDoyfeDMtdQJEAnSHrBcy301tsVYMbHqIDByLoXsl4kMXIL2+c9cj3PywkbOp12yYSaOXwm4ygL/oU9kmWSwrN4BLQ6NJkx+QEUC4tvhnT76gOZXLEHAskVZnxUsq2NfP6ayuvErWECIbjxYRB+DdgFAdPCAxZ/qKtRHP8nGaYPkBP0IPgCbAAxg2fbGfwja3FPExmDbaIKOXAuouSVC8hU8h8/UwRgBWPoBjHjWgGAV3GrNtTvfCpZk4Pd///fdCpa5hPYEfoIZKxISrLAVmK+faxhrAie7IazESe6i+hvJD7rha6xUWcWTKFOYw/gfiVGuDn7FSTAGFCSnwVIoYH0coY4gYDlO/ODeOS/mH4XjgJkklnvQ3FZCOwDmCz7M2Pj75hwnntFHVrbMbcYd7QC0ByxgxKeARBCw9Jkk1q9g0YcYgn/n6oMvBa/1NuE7zA3aZVzxNW6FsCXMd2GABWgkGYyVL8Q05pAHrF/B4pPU4wt+QDzyK1i0ZKeO8UHLoN30D9s8YNE0OC5RAEu7tE//SVRoh8SSZMXHQm9bud4TC1iyZlZhZDJ+kBCJYMUqMpgJ5orDpGZys0LBAQENA8KAIXazZs1csA/L6nxdZHbFABZbCUasMGoLcr4dzsfRuHdHRur76r/HqXBmVjGsxgAXGR9Q9eeyHYkmHrBow+qDzJ4+MoEI1r6gAfWwekJnX4//PuydScQkJ9sl6NRWqA8wEVCAJm0DZrJIVjP52osCWBIOMn3/EEg+Owhw3INFE/pPIcjgT4wNiROTDGiw1QQcw0ohgAV4jA31kWQx/vSVBArd2HUgoFKnP07ihL+GFfyVFRHbaMCPv8OK3yJmxc0OA0ko7RCswwqAZfVFYugL2jC3CEAeHCQY9IUHR1jlE5gAaF2Funh4h4ekSOSi+ht1s3ph/gBaElnfHtBk3PBr7AorUQGL3qyCg37MmOBXgDIYyIOADWuTY4ADMKE/8w2/yh2rMMBSN4kbDw96AHKbCQB5wFIXdrG6DPYbPUgmPGBpG19id60YeNBn9GNljt/yN9BktwRtfGH7mbEhYfeFRIHFgQcsY0Y8I8FmHvoCeJkDHrD0mVtbJBj5YjE2scKvC7DMD/rPwiJfwQ/xZxJd7+P5zi3V8cQClmyGLJYMn+0hsn4Ai5CsvBgYJiCg4D4Xkxmn4Pt///d/dw8lkAWxEmH1gJMSRBlUHIfBYAsTR/Vbs0FRiwUsdZB140SAnQcguK/GKhInYVULJOgbT0ey2qF/bPcyCbGZ7wiaOAurEoIO2THZLxOJVQUBlGwS6OE03M/1gGXCown398g2ARfns2LCsQju9JmARXbMKpMVMfahFdk5js0DZkxYbGTCMMkJfmF6YRdjQF+xG/uxk+t8wAWw9JNxIzBwX4Ux8PVFASyTlCBI3djMaicM2ExsEggmNAGMJwgBit+6JKnBLhIvtnXJ/rk3h/3oj374TiGAZexZpbP1TqbuV/poyTY+D+AAMR98WSmQKKALqwU0YVuVOvxWHcGSwMU44UP4O3aSsBCMKWjN1iq+TxAG6P6+Ff6UWwAstpAMAE/umeNHBGx8Mbjywv8IlLzYzgzTmvrRkdUbfcBfACE7LfhoFH+jDs6j/7TFQz1ssfr2SJLwG8aTxBvYA0raoT0KOkdZwZKwsmVMAsh2OjriV8UCluQTu4gpgBtoMj7cDvKwCwMsbbLTRYxjnrAKpW/U4wGLrwA8tqAZY/wYjVgd8oQs/oCfksTis2jOXKc+9GF8w6BDoss56IcG+ADX8bQucRbdgSnbqtSLH7D7xPYvsYgEkvoZB259sThg/uLzXMuzD/ggMYNzeN4AWLMQ8IBlzPhFBLf8iGHUx3nYzNzGDsY0CmBJ6Kif+MJTxPgjMQDN0JW+EMvY0UTDsHnhnKjE/0ksYAl+ZOMMLgOPOAwwjoRwHMcZcVxWJYjKNUxoApB3EvRi5cf5BAgmA4MBjKiXd5wmt3AMwAS/41oCIhPfB0muo22ciDYprGSAOTYTaLGRAMpqxG8x4UAEJDJ8oMX1OBPXEiA5H/uYqARQoMx3BD8e0OEarsUekgQmC7DBLiY2GSWrM4IS9/OADFvmQJBCMkJgQSvaYYVFW+jHhMUBsRFt6QPBCOdnxRvsu6vMzK2WPKCxi0lC4AP2vj3GDagyIdEEkGAr7VFIALiG5MoXkgqCts+YAQjaAkvayd0689fRFhBhYqEffUAPtm0BG75CIdtmpwPQowMTkgyXp6JpC1sIPugbpRAM0Sr4u2TqoQ4SA8DpC2NAkCV4sT2HJtjIePmkg2CFXwA+vmOcOBdNfNbPw2wEEc6jMHb0m7ENPn/g20VTdjcIgn5+4ReMN3V6qHE+CQbwoE1fv68n+M4qBp2pB62ZOzxE48eyLn/zdVEPW6Q8XOU14DtsYv6zBYpPohXtMH/9tjW+BrCY78FCskxiA1Qo6EOQxd95sZvBvCS5wv+8b3Cu3+7O/VmKr59zAR73TYEVn5lzzE920fBbYhbjBcj8fOB6/IJkHNt8HMAufMTv0NBv5jwxB1uZO4wdSQLX0TfqpxB/iDHMK/yYOpmTxI7cwmqOdvB1dGR8mZvMBcaKQnLg/Q5dgScxiHM4l/oZC2xmXvGgldcYm/EvklXiNPGMcxg/6vSF84jL+At9w24+MyZ8h17MB//sir+OMQbI/hYe5/IZjVgkkHjgLyxw+Btb0YVkAxuDY+zrLMd7YgFLZxlMnAYQMNlwSAoB3h8n4HP/wgdpRGVQggJyPis3HIbj/I3IwJMAwuDkFmDKSo53X3B2jtFWMAgRRGgzCB4+E6xwSmwkOJGF+/aZ0ExeYI/9/E2dvAgAHOM6bKRP3umxBSgQJLkWXbAfG7ALrQjkAI5zsMH3lcnPagldKbSF3bRBIMYe6sFG/x120A7fYWPQDq8L79SJndTF+bRNP4KFejkHG70mnMNxCrbSfrAN6sVGvxLgPI4xDrQT3L4KtgVg2SJmIgJU2qQPaOTb8+dTn/cnb7sfY2zBJmyLUghcjAljhIa+MPbYzPFgwZbc8caWoAacj/bel3gPjgXa8Df98AX78fnc9vie8/gOH8UmxoI6fZ99HbwTTFlhEbiDcyF4Dp/5jjr9+JM45LbtfSrM33x93rbc+cT3XE+d1I3NjClt+n7TH/zBA8fXyTW+v/4YmuHb2MJnrqVNxjpYqJuxR5vcgj3Max7gA8Bo6ecb/s9WKoDjmK+bdoKF+v2c8PPPaxk8j2O0Rb+pm7/xE/wt6M9eH/zY68O5uQXbuZa6/LnYn+t32I1voJOPk36M/JzCt70PBvvnz6N++sZ52Och7G0irjNHOY8XY4ht2Eh9nE/9wcIYoyv1+UI/6Q92+ZjpfdLHG86n3rhKogEblwhZaodsniyQjNE7HxMQpyOTYys0OCGz1PdgXzxgmVhxTqigDWn/TFBjRcAzC36VmPY+ldJ+5hHg+d3f/V23GvQLAPyN1RTboazq/DwsZduqKx0KCLDpGKfIVhIU2eblvi0PD/htaH5qAHiDv+uNXGkKTxRgix80VgZsCXJLgfttbM8JEuF6oguJK88zsBWKbjwpzr1Ytl9J8CohoQ1XR0cF2Iz5ANkz2yPco+GeD/cieDyde3I8BJO7fZax7ld3Bw34qQhbpyqFKcD2HPeMuSfJ/f3c7bnCasv22cw3tj+53+zvQ5Lg8hwFx9kmValcBQTYDI899y+4b8K9iUrbJmXVELy/m+FhLkvX8Bm2PCvNb+ojJjAlOWHeSbf6KJmdawXY7IyleiIFpIAUkAIJUkCATdBgyBQpIAWkgBTIjgICbHbGUj2RAlJACkiBBCkgwCZoMGSKFJACUkAKZEcBATY7Y6meSAEpIAWkQIIUEGATNBgyRQpIASkgBbKjwP8Hf94OvF5ZRt4AAAAASUVORK5CYII=[/img][br][br]Do the two data sets have approximately the same center? If so, explain where the center is located. If not, which one has the greater center?
Which data set has greater spread? Explain your reasoning.
Overall, which group of students—sixth- or seventh-grade—sent more text messages?
Forty sixth-grade students ran 1 mile. Here is a histogram that summarizes their times, in minutes. The center of the distribution is approximately 10 minutes. On the blank axes, draw a second histogram that has:
Jada has d dimes. She has more than 30 cents but less than a dollar.
Write two inequalities that represent how many dimes Jada has.
Can [math]d[/math] be 10?
How many possible solutions make both inequalities true? If possible, describe or list the solutions.  
Order these numbers from greatest to least:

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