Question
For each of the following sets of bivariate data with variables x and y:
Draw a scatter plot by hand. Decide whether y generally increases or decreases as x increases.
![](data:image/png;base64,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)
Hint:
Scatter plot is a graphical representation of data using a set of coordinate points. If one variable increases and the other decreases, they are inversely proportional and have a negative slope.
We are asked to graph the scatter plot of the given data and check whether y increases or decreases as x increases.
The correct answer is: If the two variables increase and decrease together, then they are directly proportional and have a positive slope.
Step 1 of 2:
The coordinate points corresponding to the given table are:
(0.1,10),(0.3,8),(0.5,8),(0.9,6),(1.0,7),(1.1,7),(1.2,7),(1.6,6),(1.8,4),(2.0,3),(2.5,1)
Step 2 of 2:
The scatter plot based on the coordinate points is:
![](data:image/png;base64,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)
From the graph, it is clear that the values of y decreases as x increases.
If the two variables increase and decrease together, then they are directly proportional and have a positive slope.
Related Questions to study
For each of the following sets of bivariate data with variables x and y:
Draw a scatter plot by hand. Decide whether y generally increases or decreases as x increases.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA88AAABRCAYAAADsD5RtAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAAFxEAABcRAcom8z8AAEseSURBVHhe7V0HmBTV0n0ooPL0GQBF5SmggCAgKPmhJCUKKDkHyYsoWRAQJCMZJEuWKAayJAUEJeecM0tcchDY+u+pnrvMDs1sT88M/ttd5/vK2e250yuna+rWuaHuv0ggEAgEAoFAIBAIBAKBX4h4FggEAoFAIBAIBAKBIA6IeBYIBAKBQCAQCAQCgSAOiHgWCAQCgUAgEAgEAoEgDoh4FggEAoFAIBAIBAKBIA6IeBYIBAKBQCAQCAQCgSAOiHgWCAQCgUAgEAgEAoEgDoh4FggEAoFAIBAIBAKBIA6IeBYIBAKBQCAQCAQCgSAOiHgWCAQCgUAgEAgEAoEgDtwnnqOjo+nixYsUGRlJZ8+eFRMTExMTExMTExMTExNzjZ0+fZqioqLo7t27HpVs4D7xfOXKFRoyZAjVqVOHatSoQdWrV/draBNqM/s7TrEGDRpQ06ZNqW7duqbv+5oZP1bN7H5Otpo1a1JERAQ1bNjQ8r/fl7NAzOx+Tjdw26RJE6pdu7bp+75mxpsVM7uX0w0x99NPP+UYYfa+r5nxZtXM7ud0A6/gFzybve9rZrxZMbN7Od0QDxAXEB/M3vc1M96smtn9nG7169d/SL7rPn617zZq1Mj0fTMz486qmd3PyYZ/M2IvcjPkaGZtfM2Xs0DM7H5Otk8++YQ1xcOIvXbM7P8hPhlibv/+/XlS2Rv3iWeo7Ny5c1Py5MkpZ86clixHjhwhM7P7O8mSJUtG//rXvyh16tSm799v5jzFZeb3cra9/fbb9Nhjj9Gzzz5r+v6DzIy/uMzsPm6wZ555hhIkSEAZMmQwff8+M+HOipney+GWPn16jg1JkyY1fd/MzLiLyxBTzO7ldAOv4Bc8m71/n5lwZ8VM7+VwQzxAXEB8MHvfzMy4i8vc6rvPP/88+27atGlN37/PTLizYqb3crhlzJiRHn30UXrqqadM33+QmfEXl5ndxw2GvDdRokSULVs20/fvM+Yr+338xWWm93K4vfbaaxwbwh177ZjZ345v9sILL1CWLFno2LFjHpVs4D7xfObMGRYhLVu29FyJG3fv3A6ZOR3NmjWjJEmS0NSpUz1X4kK0KU/+LNpneYFbcOnSJfrf//7Ho/SBIPruHVMe/ZlbgVH6NGnS0OrVqz1X4kD0XVP+/BmehxuxfPlySpkyJY8iW4U93402PuwyfP7558zvsmXLPFfigPiuZaxZs4aTOMQHqxDftY727duzgF60aJHnShyw4bt3Xeq7mzZtYgFdvnx5zxVrAF+mPPoxtwJ6AsL53LlznitxgP337/v482dujb2zZ8/mgR/MQFuFndgbqDnleXTq1Injw9GjRz1XDJiK53feeYdatWrluRI3QFKozOlo3rw5/fvf/w5APAfOL0W7M8GAeM6XLx8vEQoIKlCb8ejP3AosYXn99dc5WbaGaFP+/Jn6j+ez7sKKFSvov//9L3322WeeKxYgvmsZGLgEvxiksAbxXatYu3Ytz4oiPliG+K5ldOjQgWdAFi9e7LkSFwL33WiX+u7mzZspU6ZMVKFCBc8VawBfpjz6MbcCegK6wrJ4Zv81BJhVU//xfNZdmDNnDv3nP//hraCWYcN3AzX1H88fi9/o3Lkzvfnmm9bFc4sWLbh4WFxAm79v3QyZWfmb8RmY/YB4njx5sueKf9y5c9uUJ392+++/Hc+jGS5cuBAz83znjrWOCjzd/vuWKY/+zK2j9JhZwgzTn3/+6bniH3du/23Knz/D83Ajfv/9dxZ32NtoBXZ9FzHFjcCgBPj97bffPFf8Q3zXOv766y8eVLM68yy+Gxi+/PJLFs+//vqr54p/2PHdv9l33Zc3bNiwgZPjQGae0f+DL1Me/ZgbVwXiuw49gRWt2BZqBYb/3riPP3+GeOLGvPeXX35h8Wx15hm+ayf2BmpOeR5fffVVeMUznN1s6h7mG8jv3L5l2sYNzh8q8QyuzLg13hPxbEc8a07v80sffmEingMXz5pfjEp68+vNq27nRoRaPGu+fTkW8WxfPJvFCG+O3eq7oRbP3jyDW91WxHPg4hk/e/uqmXF79l335Q2hEM9mHHs/A20inu2JZ19+zbhFjHBj3hsq8axj7h2T98zM95n43tMpzyOs4vnWzRt04/o1NvysybulnP/mjev3Xfe95v27050/WPEMh4TTwq5fu0pXLl9i/mK3EfEcqHjWvIK/Sxej6NzZM3T50kX+Hdd9A4OI58DEs+YX3/GLURfo/LmzdO3qFVNu8bsbEUrxDF4RU+HHURfOx4q/Ip6DE8++18Ct5tetvhtK8QzeYTdvXucYDB9GvADHIp5l5jnUCFY8g2v4MnKxM6cj6eyZ09y34ZrvcxDxHJh49uYQednpyFPcn3nzrrnFz27Me4MVz/hZD0hAU1y9cjnmvQeZfiZ4FmeVZsRncB8nPo+wiWcAHdusWb/Q0G+H0LfKhg0bSsOHD+NXXFuoAj7aYI8IOsOVf/xBo0eNpGFDvzU+M2QwTZwwnvbt3aMerLODS7DimQOGsl27dlKvXj1p4sQJLEa0MxtOK+I5UPEM/k6dPEHjxo6lRg0bUtUqVahJkwiaNm2q+k6ogK981/s5iHi2Lp4xc4/XA/v30ZDBg+iTOnWoatWqvA9q0cJfOfDG9l8Rz1agfdfbLzV/mN1f9vtvfK8RI4Zz3OURZfi6iGfPFf/w9UnYxo0b6LvvRhv9HPovj82bO5cuquQOn3EjQiGeESeQxMFH96pcYNy4MfR15040eNAgWrFiOd24cY1zCDcicPFszARBxC1f9jvnY/BT+Ky3If8aOXIELVmymC4r8edG2BXP4Bf+ClE3f95cat26FQuYBir/6NihPf22dEnMALH2cRHPgYln5F1RKq/75eefqU3r1lS/Xj1qEhFBk7+fxIMU3jOeeHVj3huseAbXmIBb/def1K9vH5ozZzZf8/Zbb2OfV/nEjz/OpGZKz9RVf7fL11/TurVr+L565topzyOs4hkzHPv37VXBeChlz/4OPZf0OXr++eT08ssvU5s2rWnvnj08agzRh1c4/dQpk7n6Ho7EqlSpEid6CEJOh13xjMQCznj82FHq3bsXl4HHkUyfNW1KF86f42RZO7eIZ+viGQB3Rw4fYlGHIxUeeeQRLv2PoxXgw0i6jx45rKLOPY5FPFsTzwi0d9X3fufOHVSzRnWuGItAD24ff/xx5cfZaerUyezbOqDj1Y0IlXhW77C/NmxQnyv7N1CvGLxEZ4j2Ip4DF8+IEZgBRdVYxIhnn32GnnvuOY7Br7zyCnXt2pUTZfi7GxEK8YxEGbnExIkTqWDBgioZrE1LFi/iQXXMOGElm1vjbsDiWfkhfHbvnt1Uo3o1PqYNvgqf9TZch/+2VsIEeZkbYVc847uO7/yggQOpwHvv0VcdO7KAwGBFs2afc/HS8ePG8Wyejr0inq2LZ/jvGdW+Xdt2VLx4cZo0aSKtWb2ahdpbb71FERGNOS5oAc38ujDvtSueYeB5+7at1KZ1K0qr4neqVK9Sn296M/fe/R9Mt0cugQKG7777rhLbfVUuuIqaN29GpUuV4olSfNZJzyOsy7a1o0eeOkljx46ht7JkZvEBEdKnTx8mHu/jVScXEMs4T7pC+Qo8E31ddZpo43TntyOetSNiecSiRQvp6687U9q0rzPHDRs2EPHsgV3xjKS4Xdu2lDlTJipdurRKVNpR82bN1PcgO3OcJMm/1Reoo2p3mn0dz0LEs3XxjKRs0KCBnFBMnDCBE+IB/ftRlsxGnPj4ozKc5GkfBr9uRCjEM/wTA5Tjxo1V90rJ/Nb9pI6IZwW74ln747y5s6lkiRKUM2cuev/996lw4cL0nkqaqytxslw9O+ZWfcaNCEY84xVx4vDhQ9S5UyfKmSMnD/ysXbM6hk8dG9zqu4GK57uq/8NRP9OmTuUBSjyb/PnzK78tzH77/gcf8ADFK+r78PTTT1PvXr3o8iWZebYKYwVENP3044+cczRq1NAYYPdg44b1VLZsWSqgOMeMno4NIp6tiWd837EkuHu3rpRVCeVu3bqxRgAO7t+v4kwtHojv2LEDC2xwy/y6MO+1K57B17FjR2nBgvnU9NMm9NSTT/GERo8e3Zl/vK/zCo696ncMFo0cOZLSpUtHLZRg1gNua1Ss/rDUh+zz25QY1593wvMIe8EwPAzg1o3r9N3o0ZQqVSoWzw0bNuROEYEG7QB8KbBkCDMiCDIAOk+873TnD2bZNjo3BGgIDSwtTpAggYhnL9gRz9gmsGL5MqpTpzavnMDSYqyAOK8E9bx5c6lQ4UIsQLKrBOT335awn3Kyp/h2IwIVzwigO1QwnTz5e9q6ZbPnKrGPDh82lGc/Xlf3w7I347qI52DEM4DByFq1avK9EidOTPXq1RXxrGBXPOM7f07x16J5cx5UW79+He3etYt2bN9GW7duoYMH9tONa9eYW7f6bjDiGX3XsaNH6Isv2lBK9Xzgu4jDgM4LtIl4tiaewSm+8/379eVzSjFgCX/VtmfPHlqu+r3yKtnFMU1LFi92re/aEc/IZ69du8rLiF9//TWaPs04etTgUOW6N2/Q4MGD6NVXX+WBY6yogC+LeLa6uiFa5VtL6a0sWXjAZ8/uXXwVHOK9BfPnUZrUqVnEzZk9m5cd83suzHuDmXmGdjh16hQP8Hz44Yd8XnSvXj1ixK+Ou2iL3zdv2kgFChbkZ7lq5R98P26r3sdEacqUKal9+y9j/N0JCLt41gYiMZOHBBBLM1988UWaNGkSX0fgwIObMX06lS9XznRtvZW/GZ8RjHjWnRsctVPHjpQwYULeXyPi2YAd8Xzz5k3eu/HDjOl0/vxZz1WDO9xj8JDBPDKfMuXLNGbM6JggIuLZmnjGVg0UUcHyKvimToYBBOJcuXLx/RYuRFIYeyDObQhWPIO/E8ePcYypWbMmVa5UmR577DGqW/cTEc8KdsSz4YvRNG3aNKpcuTLNnzfPeNMHug9zq+/aE8+q71d8IfEdOHAAx9mCBQvQls2buI23b2sT8WxVPN/mLV4Qzdg/boZNKv4WLFCAypQuxYPymK12I+yJZ+JZtw9LlqRkyZLS5O+/52uIA8jFsPoHtRFeeeVV6tmjBy/d1jmw24DveqDiGXlD3759OFdG/4WaHTrHBTC49tFHH9ETTzzBtVN4BtSl9RCC2fMMfwWQo9WvV5fv06vn/eIZq1jwe98+39AzzzzDM/+IL4DuI2fPnsWTpm9ny0br1611zPN4aOJZJw/r166l/O/l51m7okWL0mZPh4jRpGpVq9LXXb7m6oQ6mdZm5W/GZwQjnmFwYCyd6NixPQ9OiHi+Bzvi+e/btzkQe4sLzSOAoh8ZM75JKVKkoNGjR/H7aCfi2frMszEifPc+bjesX0/vF36fypQpQ4cOHqBoj6/rGOI2BCOewTMStAED+vPM3cwffuB9jBhgE/FsIGDxrHgCZ0jM6tSpQ++o5K9/v36cbKOIoJEM34u7bvZdu+JZ/UR/rFiuco636T9KPI8Z+53RwAPw782viGeLe54Vb1hBBdHB33kvHuGzt27e5OWXeGbdu3XzzBShT3Nf3mBXPCMPw5YY5Lh1lN8fOXTQ844S1mfPKFHXkrJkyUxz585hMY0ibiKerYlnzOpjmxe4xd5mb62gbsg5L2Y4sbq1ZMkSxkoVEc+eK/7hLZ6ZT4WTJ47HIZ5vcw5RunQpxXkC6vJ1Jy5UDM71PVatWsmTIRDXgwcPNvI+B+ChiWcYHgzInzB+PBejQALXokVzruiIL0TLli2MUQsP8d5m5W/GZ4RMPHcQ8ewLu3ueAd8kGAZgaQqSZmN50CwOCLdxTrlq70bYEc++vOIaMGPaNKqgEhZUNMd1HdDdKkCCEc/w36UqvtauU5umTJ5E51QcR6xJmPBREc8eBCqe+buu+Pr55594RB2JHPbZYZ9zs2bNeFsHxIl3P+ZW37UjnsEvErCmTT+lRx99lKpVq8rLt6PUNRSxwYAaOAU0vyKerYtnmPZhzZ/BZzSdUskyeM+aNSsPXuj2eM9tsCOe7941eJo0cQK9/PJLvGoCWzog4u4qkfz9pImUJ08e3ooQGXnK8wykYJhV8QyxjH3kiLk1a9aImVlm/1WvOKFj0MABvHUxZ84ctG3rZu4D3YhQiWds7zITzzo2YAI0c+ZMlFDFapyQxKspVHzR98BKwhLFS7Dei4iI4GfoBDxU8QwD+Rh9a6nug03oqFqMJVnYN4aOEUHa9HMW/mZ8hojn8MGOeAZPvsmFNgBHJLyWJg0VK1qU993oZETEsz3xjI4P2LBuLRdawuixcUTKvXgAft0Iu+IZ330si/+iTRvq1rUrnTt7li5FRVFTdR8Rz/dgRzxjxgh7Q9u2/YLKlS1LadOl5YQOli3bWzRyxHBO5HT8davvBiqeNbCs+M03M/LefCTL3/TuTRUrVqD8+d+jsmU/poED+hurUhS/bvZdO+JZx1NfA9auXcMzdpUqVaSLUeeN9uy7Ip6tAP0/hDCK5OJEGSwfRl5Xq2ZNLr5Wo3p1LmaF+jQ67oJ7Ec/WxDOEWfNmn3GcxWClXrnK/qtyCOTA2EuO91F5G7WTECPciIchnvGKujT/TZmSHle+jqOFOR573gN27thO5cuV52dSsWJF9d04xdfjOx66eIYBmLkrVLAgE4qjEoYPG8bXvR+et1n5m/EZIp7Dh1CKZ504o/orClNg/w1+57bKRDwHLp7BH/bWYW9M0aJF6Mkn/00ff/QRLV0S+zxMcOxG2BHPejBnzHejqWGDBjyLBGAPk4jn2LBbMEwDcXb+/Ln0aZOImNMO0qRJTVMmfx8TG9zqu3bEM/jt1rULPfXUk5wblClTmqor0VH244+pQIH8qp9Mwnv2IU6Q3MHX3Rp3QyWecR25wtSpU1RfmZePWYpJlNl3RTxbAfxQ8wWBjDws8WOJOSYgv8Oxl4i5AGKC5l/EszXxDH8cMKAfizkUFR0xYjhu5HmXeMXKl+3aMd/Zs2fnYqQinsMrnr+fNImeT56c28yYPi1WG2DPrl1UuXIlfialPvwwVvX5+Ix/RjxH32Un/6zpp0zok08+ybMjZ89E8ntmn7HyN+MzRDyHD6EUzwD25KIoBUaR9Z4a/b6I58DEMzjGvjqIu5atWnKMwYoUxAWcWY5RTfgw2sHciEDFM3D37m0+9q9q1So0cuQIuqpiAyDi+X7YFc/afyHeAMw0z5z5Ax/9A//Fea5Ysob2MDfCjnjGqRv1lG8++sgjHFP69+tPpyNVbqBw6tRJat++Hc/ood4EZvgxQGEcEeQ+hEo8I8ZeUjlZ586d+KiqNav/iokLIp4DF88cE5RPYiYO+/aTKqH36KOPUJEiH9BPP87kfedoc49/Ec+WoD7z15+r6IP33+cY+96779G8uXP5ZIPt27fygGWhgoV42XbRIkVijrp0I8ItnrX/jh83lpIlS0bPPfss11TxbgPs3r2TKlcyxHPx4iXo0KEDfD2+46GLZ50Ar12zRnWQdSl1mjSUKHFi1Umm4TNIQbx3UNHmdNEn4jl8CJV4VmQyx7169qSqVarS75xsx24n4tnezDOWue3ft5eXwuK78Hzy5znYYr8j9jXpRM6NsCOejxw+TE2aNKEe3bvzNhkN7DfCHjyIZxxnd+P6Vb4OfkU8By6etcE3dd81e9Ys7lQxa9qvX1/2b06mXQg74vnE8eNUrnw5/v6XKV2atm/bxtfBO4BlgCVKFOf3SxYvrgT1CXXVff0aECrxDOCoKiS5xl7SyHttOe6KeLYC9P/sp+oVR11GNG7Eq9Sw7SBtWmNrR+ZMmXhPNJYga45FPFsTzyhehxwMp6C8++67StQ9zcuzUQwThdj4nGf1fcDKFKy4gvhD3uZGPCzxjAGL5M8n5/7OTDwjruAUJfg+CosdkZln/0Ab/RC8Tb1Bp06e5Iqvbdq0ofHjx/NIJ4jFSP1GFbDwUHyFi9NFn4jn8CEU4hn84piEuXNm0yd1aqvObyL7qQ4S2kQ829vzDK5xDcDMU9sv2tKjjyZUHWMWngXRXLsRgYpnFKDBcjYsgUeStm/vHl6+tmP7dvrjjxVUrVo1LsSEvbp/rvqDDhzYz8cCWf1uOA2hEM/aAAz2oKYHVlQ1btQoZpbJjbAjnlEc7KOPynBOUKVKFdq3xzhSiflViTAGgLB/FLNLGTJkoM2bN6p4LTPPVvAg3wV+nPkD5c6Vi/r0+YZXA8W0FfHsuRI3jP4/muugVKlcmWrVrMHLVMHh6NGjYwoM5s6Tm/s13e+JeLa+bBucAVjVAx2B2Xxs65g4YQKNGD6MkiVPTsmVDRv6LccKjg0uzHsfxrJttMfZ2jjHGf3dtKlT1X3u5cXAlk2b+Kxo+H3VqlXpjNVVBv/P8VDFMxKIi1FRHJwxuonjfkD+d6NG0QvPP8/V2Bo0aMAVt9HW+7NOF30insOHYMWzfl2+7DdqEtGYBg8eROe9uMX7uo2IZ3viWfOI6wAGKVKnTsOj9dj7rIO2GxGoeD5//jzPKqdPn46PiMAyYozSo8AKKr2io4PwSJHiBa5IitgDwedWARJK8cyDPMqPR40cycUwIZ5ReVvEs3XxjK0FWHGCZKtSpUpKiOzm6zH8Kv4x24FkDfEBq9hEPNsXz5jNw5aD9l+2o+zZ36FFC3/ldrpPE/FsXTzDD28pzjqpxPqNN96goUOHMr/AtauXWeDh+5Dk30l4zz5yNvRtIp6ti+e/b+F4L2MrDHwUK3sUgSz0cGJPokQJub/bsGE9t0HMcGPeG27xrPO1LZs3U5Ysb/Fs/6hRI+mmZ6WVvsea1aupQIECXPwRzxsrLpyAhyaeQSacfMx339FHZcrQ2DHf8egmgJmP+vXqcWf56quv0mglpo3zBe8JRKc7v4jn8CEY8QxeweHaNat5NgmF7c5hGawK1jow6wAOjkU82xfP2gAcpp8v3/8oW1ajYiZ4xmfciEDF85UrV+i770ZTIyXc6qm4Cr+HNWzYkGrVqkWZM2fmczCR3GHffr++fY1YIeLZc8U/tO/i1deP2UcVj+PHjaOMGTNSjx7dY/oyN8KOeEZy1bpVSy60VKxYUdq0aQNf9+b3559+5NmlbNmy0e5du9S77uvXgFCIZ2DL5k1UskQJKl2qFB0+dDCmX+M26tWN/NoRz8DBAweocKHCfIzlvHnz+Bq4BIeo9dO/fz/eH/rB+4WNI+3UdRHPgYln+CU4NeKq4Zuo8YEl8Tg28NshQ3hASPuxG/PecItnGPhF7lCuXDnWHV27dqFLnmMaDZ8nPioTR1khTumtuU7AQxHPIBiGokAlS5bk/R84hgYkakG3aOFC3rsAAf1+4cKeKnn3pv+d7vwinsMHu+IZnMJvUYwCR9IMHz7MUynTeA925fJlTjaw1JCDuUMCQ6CwI55h8E9wjJ8NHzUC7l/qPqjGj/Oe7xW1EvFsBXdVIoZYgEQNS+C1IZmArzZSIhp7nrFPDH6L6xxD1HNwI0JRMMzwT+W7KmmAWEYfh5n+FbHOynUf7IhnFXxpquoHU/43JWXI8IYShgv4MvgFj4gZWB744osv8sz0hQvn+H03IljxrOMttndkyZKFvurYgQeCcT2mHbdxX95gVzxvUbkrZvAhnhcvWsTXtO8Cf65aSe8owYjK8YjR4FbEc+Di2dt/UTOlefPmLPLq16/HExyIy7qNG/PehyGe8TM+M2TwYEqWNBnVrFGDcwrAeDbRNH3aVC7uiMkQbGfAPZyAsIpnFmsesjG1X79efWrduhWfzwjEPCSVcFy/do0GDxpESZIkoScef4IiGjfm5ds6uXa68wcrnsET9i3iDEFe/q6Eog7Muo2IZ+viGcCXH4M4WKpdVwUgzHZs2rSRz8LETDQE3tgxY6hH9260Tl2Dn4p4ti6e4a8QGnjlDg7csfi4SsOHDaXixYvTxIkTlc8ao5hGMHYfAhXP/B1XnOG7H9uM/eSfK7EI8YwkQ898gFsRzxbFs+IJ+5ixHA0xgJe8K9/Vhr2Mn36KYm3deGDCzb5rRzxDSJw6eYJq1KjORWh6qqTNWOpn+DD6NRRhwgqKyd9PYm5l2bY98Qx/hS9jVVWO7Nnp1wUYqIhd70PEc2Di+fTpSD6T/OWXXqJxY8fAoWNiA7B82e+8rBg57tUrlzzvi3i2AsN/jcEd/Ay/vHDuLPXv14/Sp0/P4m37tq3MtfZ1Iz64z39DIZ4xKGGI56dYPAN6UEJzC57BebGiRSlr1rd4O64GBvE7dfqKVxT36tWTbqvPoL0TnkfYxDMAYrFhH3toUAAE+5O+V53dXUWe9wPQDwoz029keINnn9Fptmvblo4cPsT3cTqCFc/gCJ1gM3UfY69YRR4BQlJxr42IZ6viGbN3q1USXLFCBQ5AKPSRO3duNuwjhWXNmpVeS5OGGjSoTyeOH+NnIuLZunheMH8+H1GH6uWYoTtz+hQdVzyOHjWSKpQvx0WBUFzCewTZjbAjnsGV/t5rQ5KG/aRNIiIoQYJ/UZ06teWoKoVAxTMS3W0qWUBlYszWtWzZkmeTMEq/cMF8JUSas+DDIDGSODf7bqDimX0XyZXiDcswMXuPffmogYD34KtzZs/mo2rA8ynFOa65Ne4GK54hPrZt3UKlS33Igg/xwTc3E/EcQMEwFWPhi6gGjS0FH6u8d9PGjRwzkIshT/i6cycqUaIELV68iGf58UxEPAc+8ww/Rb7Qs0d3yps3D8dx+DLaePd/+NmNeW+w4hmcodhoeZWLocAo9ujjfe82ml8MbmIrbsYMGfiZQnTj88jxChUqRDVr1uTTVKLVM3OKDgnrzDP2KqJc/Ouvv0YJHknAD+CDIh/Q9OnT6ML589xBwtFZYC9ayAdpY+YZ4g+GB1+sWDGaMGECXb9+3XNnZ8KWePY4MkTzrF9+pqZNP2UBA+5QgA37GReqTlXP7Il4ti6eIyMjeX8oihxofzSzpMmSUt++fYxqxcqXRTxbFc+3qW+fPvTSiy9y4Z/UqVJRpkyZ2MqUKc2DbJjR8x3ldCNCLZ4/bdKE9zyjUxXxbEc836FjRw/zGdqIASiUgsE1zISWK1eWl8BCSGOQWD8Ht/quLfEMX1TcQVjMnj2L8v0vL1fVbtq0KTVu3Jjy53+PvlCJHLbToB36Qbf6bjDimX1SxYSZP8ygAvnz82Claexg3xXxbAXo/9FnYcUJVk2henmO7DmoZYuW9GW7dlSyRHH68MOSKl/7hWflNNcini2KZ8Ut9ALObx49ajTvtUUcxmAFZvzh394+DgPHbsx77Ypn8HfyxAk+dqp6tWp8hjP6ORRw/eKLL3hmGf7tzTN+xoqgwYMGUq6cOalChfLUsFEjypMnL//9bVs3x5oEccLzCKt4xugDlqjMmvULzZ83l/cuYfM41r0jcIBwEImlm9iLh5FmjFRg//PChb/S3DlzeBnRzp076LZKtp2MYGaeMepzYP8+PoZmoeIY9uuC+XwO8aGDB2OKWYl4ti6eMViDw/jnz5/HAxAw+K+3oUQ/ZkyxvQB+jCUpIp6tzzzv2rmTRo4YTm1at+bEuO0XbWjY0KHM+xUVnAHwqv0cP7sRoRLPuIZYgXNyMeuBpVaIvbqtiGdr4vnuHQi767Rx4wYaMngQny8KH8bPiAfGdhnxXcCueAZnGKS4eeMaz+rjvOwuXb6mgQP685FKiLkQfm733WDFMyrDr1r5B40aNYr36oJT/X6Mse+KeLYC9P/Ml+IRAgP574D+/XgLR99vvqERw4crf17Fcdd7YFjEs/WZ53379tKc2bNo3NhxNHXKFNqk4jA4BLxjrjZcc2Pea1c8wy5fMgYoDE2GHFjlu0pTwHdx9JqekPPmGTECfR+0HuI1fH78+HHGjLNX/SqnPI+wimd0fg+CN/H42Y3B2RvBiGf//MmeZ7t7ngOB5ljEs3XxDN/EwA4K251V8UXvvwUQOzSn2gw/dx9CJZ7NOPRuJ+LZmniG7yKWwleRBGP2ngWzSpgZJgLErb4bjHiG6RwCPEeePMF79sE7IL4b/LJtGFauRSn/vXnz/oSYjX3XfXlDMOIZvCl1zNcwAIQ9/JhMQn8H+PZvIp6ti+fz587wZNvpyFM8AAF4D0T4GnzajXlvMMu2jfzsATAbYPOYjhOIKVg5qO/jHVec8jzCKp69SQ3WnO78we55tmIinq2LZ/BkmkjEYSKerYtn5os7P/ikMhWUzZI7bXgebkQoxbM/E/FsXTyDL04C+PsuvvsgBCueNXdx8Szi2b545hjsz3/Zd92XNwQrnmGxfFfZg0SeiGfr4hkrf5jPOGKuNn4GLsx7g93zbNdwDzwbPCOz5+OU5yHi+f8JRDyHDyKeww+74jkQ46DsQoh4Di/siudAzK2+GwrxbMVEPNsXz3Ea+6778oZQiGerJuI58IJhVg3xxI157z8lnuMypzyPgMQznLx9+/aeK4JQom3btlw4ac6cOZ4rglCiQIECvK9WEB40atSIz7XcuXOn54ogVNi0aRMf9dC6dWvPFUEogSIo4Hfjxo2eK4JQYffu3XyEDOKDIPTo1q0bn3eNQQpBaHHw4EF66623qFq1ap4rglADeiJnzpyWJzUE1oFB96effpoiIiI8VwShRK9evShjxozWxHPevHn5fLoePXpQz549/RradOvWNWRm5W/GV8O/DTOjqOxcqVIlS//W7t27m/Lkz7qrjtbJPD7IMEKE5DhHjhzMm1kbXwNP4MuMR3/Wo4e1+zvJwBVWpSRNmpSr4Vrz38C5xfMwu5fTDSsm0AnmyZPHErd2fdfqd8NJBq7Qr4HfevXqmbbxNfFdawZuEQ8QFxAfxHdDa+CqYMGCPOhep04d0za+Zsd3IdBx9JrZ/Zxq4BYrfTCrjxMgrPguDP0/+DLn8cFm9f5OMvyb8+XLRy+99BKLaLM2vmY39rqNX/x7a9SowSdBZM+e3bSNr8F37cTeQM0pz6Nw4cJ8HN2xY8c8KtmAqXhGoEbJchw5lTBhwjgN7UJlZvd3iiVKlIiPjgG3eIWINmsX28x5smLm93Ou4d+cIEEC5tbsfTPz5SwQM7ufkw0BGvzq2AB/Nmvnbb6cWTPzeznZvGMDOAbXZu28zZy7uA0xxex+TjbwqfkFB+HzXfdxCy7x7xbfDY95x134sPhu6MzXd63lZOBXOLZq+DeDW5jlf78XX+E2078fTwz+ipgAbq3HBvu+a8fM/h/ikyE25MqVi44fP+5RyQZMxTNmPjBDOnToUBo+fDgNGzbMrw0ZPDhkZnZ/Jxh4HDlyJB8kDofHCPLo0aNN23rb0KHfmvLkz74dMoSfndn9nGrgt1+/fpQmTRoe5bTqu2j37RBzHv0ZnovZ/Zxs3333HccGnAeIpcXwZ7N23vbtt0NM+fNn8F+zeznZwGWzZs3o2Wefpfz58zPXZu28TXzXuoFPDAqDX/AcPt91bh/2IAOXiAfJkyfn+CC+G1oDn8WKFaOnnnqKZ0nD5btDXOq72EqHJfHYrmglJ4PBf8GXKY9+DJ8zu59TDTkY/s2YvUO9id69e1vLy+z4rw3D98Ts78cXg79iq8wTTzzBK6tGjBgRJ792Y2+ghr8Rn/1d8wjfzZo1q7WZZyy9atOmjeeKIJRo2bIlFwybMWOG54ogVMCZzdhuIPvuwoe6detyYaD169d7rghChVWrVtErr7zC4k4QeqBoDfhduXKl54ogVMA+8rRp03J8EIQe2JKUIkUKy8XuBNaxfft2XrKNrXSC8AB6AsuKL1265LkiCBXmz5/PBcOw7UsQenTt2tV6wTCIZ4g8q0BVtVCZ04HEGOJ5ypQpniv+oSvjBWJ3bruzImlUVFRMte27AVS1RGVHMx79WTSX6HcfdLVtq4VrcGSHGX/+DM/DjVi2bBmPzgdS8M6O77q1UjxOOgC/KLBiBeK71rF69eqAqm0D4rvWgb2i2Je7cOFCzxX/sOO7t13quxj4CbTaNvp/8GXKox9TH/TcwV2AnsDMPvSFFRj+a1RsDqfh78R3zJo1K6Bq2/BdO7E3UHNKX9ipU6fAxLMcVRUeyFFV4YMcVRV+yFFV4YMcVRVeyFFV4YMcVRVeyFFV4YMcVRVe4Lv+MI6qsmNOEHhyVFV4EdZznkESnNDMzB7Sg9o7hWx/CFY8gyOMluFAfpgeYY7dRsSzXfEMP9T84hW/e3OrTcRzaMQzOPb1YfzsRoRaPOM99mOfZyDi2b54Bqe47mv6ObjVd4MVz5pX39jr3QYm4jlw8ay59WfMszL1ZIwbuAihEM/gLy7fhYl4DkI8/30vPzPj1sz0czHud//7uB7fESrxHBdX3qafA/wdht9974nfnaBDwiqeb928QTeuX+NXb/Jwzey6b3v9+80b1x1Btj8EI57hjHdu32Kerl29QtevXWXufB1XxHPg4tng1gga4PXq1cvsk/q6N78wEc/Bi2dwCv+FL8Onva+7EaEUz/q6jhPe74l4Dk48+16D6b7Mrb4bjHjGK7gGh1evXKaLURfo8qWLHBN8Y6+I58DEM7i77eEuTmPfFfFsBd7iWfsoYu2li1F05fIl07wMJuLZnnjG7xBr+BlxQcdbf6Y/g7YP+gzaxHcEK57xsxbN4Ah5rzdHvoZ2+AzacX7haa+v63b42Qk6JKzi+dzZM7T6rz9p0cJfafHiRbRkCWwx/bZ0KW3buoWiLpxnImEg+MzpSNXZ/slt0H6h+tzy5cvowP59dNvh+3XtimdwhwCwc8d2mjZ1KvXr15cGDRpIs2b9QocOHohpY7yKeA5UPMMv4cfLlv1Ow0cMpz59vuEqp3+uWkkXzp+LCdzaRDwHJ54xWokEee7cOTRxwng6dvRITFs8DzciVOKZ/Vn561YVe1Etcs6cOSxKuC1G79V7bkSw4hn8IdYu+/03WrRoIfdd+nXzpo0xHLsRwYhn8Hw68hQtV7F3wvhxNFz57LixY+jXBfPpyOFDsZ6BiGfr4hn8IsHdpXKGJV6+6m24tnTJEtq+bSsPsrkRwYhn8AwBsXXLZpr5ww/03ehRbAt/XUAnjh+L8XFtIp4DF8+aw9OnTrGmmDN7lim33qZ9/8ihQ6r/m60+t4R1iG8eh78T3xGMeMYrDN/9XTt30GzF7ZrVf8Vc9+ZK84W8bd3aNTR+3Djq27ePyjGGqri0gHM4fU/96gQdEjbxDEB0/PTjTCpXrhz/kQwZ0vMXpVvXrhxUQLYmFOSfP3eWfvrpR26fIUMG+uCDD2j0qFG0b+8e9WCdHVzsiGcUpsCI0B9/rKBq1apRunTpuCN95plnuHoskm0MUujAIOLZungGUGANwfirjh0pc+bM9FzS5/hYkKRJk3KJ+l49e9KpkydY8IFfmIhn++IZsQBYrBI3VOAsWKAArV2zRvWyd2O97zaESjyDR/hrm9atVJx4npo0ieABIDwLtBfxHLh4RmxF8tW9GypvZqQ33kjPfVfatK/TO9nfoT7ffMMzTmjnRtgTz8bM0MkTJxSv3ahSpYrUu3cvzg2GDB5EVapUpsaNG9GmjRv4GbjZdwMWz4on9FcY7Pnss6acM6RPn4591rA3KGPGDOqakat1+bqzyuPOej7tLtgVz4gPmNCYMWM61a37icp3u7GA7tC+PfdpiDc7lSDRcRc+LOI5MPGMV+gHDPQgFmTOlIlKly7FMQGxw6z/wzUMxk2ZMpkqV6pEr7/2OjVTeTdyPJ1jaMP94zvsime9ImX/vr187NoH7xembNmy0YAB/Tl2GM8gNlfo48aNGUP533uPjybE33366adV7H+Nmjb9lAeR7+kQEc9+gTYQdphNnj5tKr366it8qDSEx4zp0+jmzXtL2mIegiIXoxyVVWf5QooXaNCgQXT82FEeKXIC2f4QqHjWjn7wwH71TJpz1U3M2C9VBiGNg9GffPJJ6tmjB4+AwsFFPAcmnhEQvu70FaVMmZIDfIMG9alChfIcHODLeO3RozvPLHFAUc9DxLN98QzAn6tVrcr8Zlfx5s9Vq2I6Nvi7GxEK8Qy+weMPKqHDmefgt06d2jxgacQGEc92xDOAGeeCBfJzwvDSSy/x2bA4NzqfijmLFi68x78LYUc8ww/v3vmbevfqRbly5eKk7dSpE3TpUhSdVXnIpIkTORdBUnb2zGnm1q1xN1DxjAQ2WtnsWb9Q5syZOA48++wz7LMw7b9JkiThQfge3bsrkeLOY4RsiWcVY4H58+ZRkSJFqHWb1nT48CHm8PChg+p5tePn1VLl0d6xV8SzdfGMLYrIabE6DeI3Z44c7Md5cuem9evWmopn/I5Ygdn/+vXrUerUqY0+UMUlzIyKeL6nKVALZceO7TRu7FiqVbMmPal0CbRJj+7d7hPPHHsV31gNlCN7dnojfXqqVaMGf05zjFjy+Wef88CF4e/O0CFhLhhmOCDEb+fOnVg4J06cWAk6BOSLaBXLYYGNKmAheW7VqiWdO2eUr+eA7wCy/SFQ8Yyy8hjd/HXBAp6d37t3j+cdogMH9vFoPRy3QoUKdOTwYXZ6zFQ7nUcz2F22vXbNaqpUsQJ16NBBBeV1/OU/duwILyF8RwV88Ivzo7E1QQdsEc/2xDP4uxgVxYny29my8Qx/rpy56C/cT8Rz0OIZwCoUnHWeLFkySpQoIdWrV1fEs4Jd8YzXK5cvU8cO7SmicWNeMYGVEth6tGrlH7R1y5aYJdtu9d1AxTOAvm3P7l08i5E3bx5apxJivu6JrejPypcrx7MhiNF4Dm49IjBQ8QwOsf+2X98+1DiiMU1R+Qb6L/gsbN269epe83mQGLPPc+fMjokfboMd8QycOHGcV0dkzpyF5syd7blq5F2YgcubNy+9rvrKH2fO5Akkzm9FPHuu+ofRVxn7m48dO6r43ETt2n5BCRMm5MHKDevXxeRi3v0fDLEYq1j/+nMVlf34Y87f6iphiQk6nWNow9+J77A986wMq4aPHDlCSxYvocKFCvFEXK9ePTl+6P5P84SVV82afU4NVH6NLbpY3RZ56iT3h2VKl2Ke0QfM/GGG+ivRnngt4vmBQBuQy0kDOsM9u1WHV54SKCLfzPgm7zfwfhDo/BDUsRevVq2avPwCn7vj+RI4gWx/sDPzjACyY/t2XnYCHrUBI0eOoKeUw5cpU4YOHTzIXMvMs3XxfEv53M8//cg8HvP5coB3LCfEiNqrr75KEyZMMM52VCbiOXDxjBgB/5wzaxY1b96MlxNneCMDxxsRz8GLZ3ALkYwBzGrVqlLJkiXp8ccfo3p1PxHxrGBHPLMvKl4XLJhHVatWoR9mIDG4H0jk3Oy7dsSzcmDeb5s+XToWGphNAsAjcOrkSWrUsCGLO6y0wvMQ8Wx15vkOnVBiAX2bHpTwBQYuECOKFSumxMZe9mE3wq54njnzB84LChYsQJuUWAYM342mi0pofPVVR3riiSeoerVqLFIQn92Yl+HfbEc86z3PGpg8+rfKdZHj+RPPOgZjwOKzpp/y6sxP6tQR8eyBFs/49+vvPFb6YOvBU08p8dyzB/uq8QwMPvG6efMmXvm68o8V/BlvzJ83lzJlykSPPvooD3Lw59W9neDvYRfP2hFBNPaAYJ8BRiJq165FB/fv47baqX//bSmVK1tWfRlGskDRDwnm9OBit2CY5kk7MgIDgNnRVKle5UPosWTIaCPi2ap4RoE6LLM6E3mKufUOGABG2JDcpUjxAgdvLNkW8WxPPCOpOHr0iPLVFvTtkME0SwV9BFx0qiKegxPPeIVPongHhPOkiRM4hidKlIg7RRHPdsSzUYEUg71NmjSh3Llz09gxY+jy5XvLW739282+a1c8r1afy5wlCz39zDOqLxuPixwHgN1K3BUvUYLy589v7B29I8u2rRcMu02Xld9CtCF30IM7MEN0/E0TJoyntGnTUnt1byyPNRJp9+UNtpZtq/yiU6dO9Pjjj9OHH5bkgmuA5hev06ZOYVGDPeaYJEKscCPQTwUjnvEzbOSIEbxSLS7xrD+DVa/Y8gFBJ+L5HrzFMww4eeI4r1DDfXzFMwx6AzPNiMmY2cf73p/He5jdh+YD53g2Ip7jANpoEmEg7ezZ0ywSH3vsMUqePBnvPzCOQSAuYPH5559RtarVWLR4PwSYE8j2B7viGc7u7fAGb7eoW9cuVFIlGEuWLInhUsRzIMu29Q937wvEAJb+oKhV6jSp6ceZP3BAQTsRz4GJZ7wiAA8Y2J8aNW7IFWCx5DV9OqNgjYjn4MQzRd+h9SqhqFGzJg9MYDlV8+bNKWHCR0U8exCoeOYEQHG2dOkS7jwTJEhAb2bMSJUrV+I6HVs2b7pPmLjVd+3seUYMhbirXasWJ12YfcbyYeyDvnbtKvXv14+yKGGti7FBPLvVdwMXz4bg8E2CjVhxl86eiaTWrVqyXy9U94QPw9Sbxg1cBDvi+ZbKvZqp+PqIiglFinxAG1XsBcCv5h37Q1OoZ/bC889zhWjm3oXAd13Ec/jwMMQzDNcA7/4OBk55SbfSNv9Rz6d792546ByvnaBDHpp41mTCuQsVLMidYoECBTzOfoeGDB5MpUqVUoFlAT8cX+d3Atn+YFc8a/NOzubPn0dVq1SmEcOG8XXt1CKeA9vz/KAADMybN5eXDRYoWICTZR2wRTxbF8/Ml3rFsWqVK1fmGQ/s/cIKFMzqi3g2YFc8wyfReWEgDYVqjh89wmKjqbqPiOd7sCOe4Y8o0NigQQPKl+9/vI8cfRpmnFD1FZWhUetDJxpu9V074hkrePCdX7xoEeXOlZt5zZEjB3377RAaqqyKihVdvv6aDh06YPDr4mPW7Ihn3Y/5GoA9uR99VIbKlClNpyMjY2KDeiD8vptgRzxjZr9tu3a8BzdbtqxcDRoAv+BSi+cXU6TgooJTp0yOWS3oNuC7LuI5fHhY4vlBhpgBblHAOBMPxi1QzxyTUSKe/QJtfMnkIKzIm/z9JN4TkiDBI7xUE5UfMbXft883HEjMHo4TyPaHYMWzPo8NyzORaOCoqpbNm9OBfVgar/efi3gOVjzDN9FB4pgqJNzYR4rZEFxHexHP1sUzAjFqIdSsVZO6deka04Hi7FERz/dgRzzDR4Epk7/nzg/bDABUHBXxHBt2lm2jnwJ3qA6Psy2nT5tGDRs2jKnEnz37O/Tzzz+x74Jbt/quLfEMX1Q+efPGDR6EQN4BTlFwFEXERqlkmc8e9nDLcVnEs+eKf4BX7/5MG64rQumnH39UfWVeTpRxjduz74p4tgps44KvQnAMHTrUc/UesIriueee4zbTp08T8SziOSz458Uz8Rn9eC7Qdzh5CZ8V8RwH0MaUUOWkOFsUpfpRNOG//03JhRVatGhGhw7u5/fNHN8JZPtDMOIZfMExJ02ayMcjoDKengVp3qwZHT9+3BNQRDwHK56BPXt2cTXSEiVK8HnlAL//900RzxbFM4Iw9tMNHDiAKxVrHgERz7ERsHiGKc6w365a1SrU+5tePAMNIE6IeI4NOwXD4I+cYCmeNaKiLvAKqjfeeIPjb9GiReiAEtc6mXMj7IpnHWsRIzoogQixAU5xjBKOXzx65HCsJFnEc3DiGSt+wHXPnj3p3Xfz0Yrly2LigojnwMQzJjFKfViS/RWrLHGUXZTKQXBax6ZNG6j9l+0oceLHjJizdIlrYwO+6yKew4d/UjxzfnftKn3VsSMfNzjrl5/5ueA9/A0n6JCHLp5hcFQElHz58nGAQeeKGRJ/Tu8Esv0hWPGMJHjjhvU0e/YvPCuKQILggHMbx44dw5+Ro6qCE8/6yz982FAqW/ZjPmpCNYzVTsSzNfGsYwDqHEAsewNVGzMoAYI95TiKAkAwBs9uRKDiGUCi1qH9l1zh8tDhg56rxEU9Wnj2PDds2IBuXr/G1zkRUf7tRtgVz74G4HX8uHF8Nnyy5MlpxIjhfM0JyZgd2BXPMMzIYalf69atqY2yCkrEoF4KDNW2cfQaeEVbEc/BiWcAx13WrFmD9+4jaY5py3FXxLMVYNASfRVWU2Jb4pNK1KGg4Jft2tLgQYOoa7culCdPHs57c+fORfv37eX2bgS+6yKew4d/SjzjHmiHlVeYYOrcqRNFXTgX8zl+3wE65B8RzyAWMyDYL4YggqqZa1b/hU890OmdQLY/hGLPsxGEweHftGjhQhVM8jK/nzVtanxGOa/TeTRDKMSzDqY4u+6TOrVpxPDhSogYlUi9n4OIZ2viGWe1oiBQo0YN6belS7la47ZtW9Xrbho3biylTpWKMmbMSFOnTuEEA8uN8TzciEDF8983b9KkCROoZIniKrEYTrt27qTt27fx65+rVlL16tVZPJcrV06Jmz+5WCNX7Rfx7LniH/6SBwBHB+I8bawA+lQlaUjWECfcCHvi2ZjRx3FVH5UpQx3at6fIyFO0Y8cOql+vHj2uxDP6yhYtmscsBRTxHLx4njN7Np+V261LF14WH9OW466IZytA/4/vOuodrFKxtq0SzR9//BHVqlmDhg0dSqNGjeRid4kTJ6LPP2vKsQG+7sa8DP9mEc/hwz8hnnWOhlVv9evXo1atWtGRI4f5c95tnODv/4h4hnNHnT+nksEmLO4KFixonOXo48De5vTgEqx41saOqRwVo/Y9enSnhCpA1FEBgj+jnN7pPJohWPGMV3C3e9dOaqyS4o4dO3Ayp/0V7+u2Ip4tiGfF7Yzp01ggZ86ciUcncaZo0aJFuUJ87ly5WHg8/fR/KGfOHFSjRnXeJwZ+3YhAxfP5c+f4DOc338xIBQsVpBLFSzC3xYsXp/fff59Sp05NCR55hGdHMTvyRZs2xnmjyp/diFCKZ524DR8+nCvqQuzhSCsRz9bFsx5cr1SpEr2jEmvMPmugRgKESOLEiSldunSE4ktGvybnPFuBme/CN2/dvEldlWjOmi0rzZn1S2wBol7VkzFu4CLYFc/gC9zpyQxvYIVlkiRJeFsSfFfzj2XzbgO+6yKew4eHLZ7xWfB4Rj3LHj160BdffKFy5l18H+82/N1wgA75x8TzhXNnqUmTiBjxjKIrvg7sbU4g2x9CJZ5h7MQqaE/+/nt66cUXqUGD+sZnlNM7nUczBCOe+YuuAgb2MWGvEioX6/PJwTU49Q4mIp7jFs/gFolD5UoVqXChQlRMCbuiRYqwQTznzJGDxTMCNpZuY6YUsyJuLawSqHi+ePEi9e7diz4sWZKKfPB+DLfFixWjwoULU6pUqehfCRJQypdf5gJMbVq34pl9xAw3IpTiGe+hH5s4YTy98UZ66tTpK7px7Sr3eW5EoOLZQDRX4MfnShQvTju2b+OrzK0CTjcoVqwoPf2fp+nrzp2Zd7f6bijEM4Akt1zZcjzItm/vHhHPCsGIZ/AG/sC3/u7v2b2Lyn78MQ/8IPfFADzeN3IMEc9WYPiviGcreNjiGe9huxhWWLRt29ZYTax4xT1h956LiGe/QBszgmEgEUXDtHhGUQWZebYnnuHI4BOv2vH1Fx8FxN7KkoW6KsEH4LrTeTSDXfHMSwGVT6I4TZ9vetOggQPo2NEjugX/F4IOwRfGAULEs+eKf+D7j2QCibG3HTx4gCaMG0dpUqfmwIQZalQ0Pnf2tCeJcx8CFc+3b9+m48eP0c4d23n5lOYWfK9Wz6dGjRqcOCApXLN6NR0+dIhu4Fxil/quHfGM7zpiA+IAkgYde3ENs3g4ixjnE//66wJ+T8dkt8GueB4+Yjglfz45lStXlrdtAPf4vUFDh37LxcNatWzp2kE1IFjxzH6s8MOM6fR2tmy8vzzWkm0Yt3Ff3hCseNYG7lCMrX+/vvTM08/w0vgVy5fzezpuiHgW8RxqPCzxjM/gOnK6YSout1PCmQu9+gAD9Fg5hC0NTtAh/1jBMFR/jZl5LlDAEM8KD3J6J5DtD3bFM/YqwvAzggYvX1OGpYIdO3Sg0qVK0R8rVqhPREvBsADEMwA+z0Se4hln7E/6669V7LcIAhhhO3f2rOJ2uRLVA/kV7e+6sBMEAhXPesDH14ClSxbHVNuGuAMQF2BuRKDiGd/xB3GL5dmogYA9z+gU4c862eDBIhfCjniGwEAMiDx1ihNjjr0qgUCcxaDFZypeoK9EgTa0d6vv2hXPs2fP4s+99967tMGTG4BjvIf+bfy4sbzlAyIafR9fdyGCFc/gFLU7vmzXjrJlzcpHVQGx8jD2XffxG+yybY65ylfB8cKFv1KePLm5jgeOp/r7ZuwjWUU8By6eOR4ofnE0GMQzChDjnHL4qq+fa0OMRrxGfIZ4xhFKp06e4Ht7t+NnF88RCvGM1RHYu8ziuVcvvgYOdRu0x3OA3kAdoHp169L8eXO5uryRJ0dyzrFXiWac0d+/fz8Wz07AQxfPGCWGYRksqmdCPKOAApZp3fISgr7mdNEXqHiGoyMxwyH8ODcbFYv379unntNpLgA0auQI3jM2YvgwDhZwcjmqyrp4hgjeoZLgT5tEUIoUKXgGH4U/YGXKlFZWhop88AFlzJCBE8Mjhw9xEMFzcSMCFc/onAyfjG0AfPm1NGk4LhgjmEYs0e+7DXbF8/3cRnOH1iTCGLSsXbsWjxbDb/G+iGdr4hnJA5a2YjsM9pEPVzEW/RmSMJx40LtXT2rf/kuuBh2tOHWz79oRz/BH7HmOaNyI0qZ9nVf9IAHTuQNWUWAwE8cF4og7+Lpb426w4hkxAUu2y5YtS2VKl6ZjKhFkAejVRsRzYOIZkxT4voM7iAoI56pVq6pYUYxmzvyBc1z4uDfHIp4DF8+wK5cvUZ8+31DChAkpW7Zsqq/8jcWZN7feBu4RpxGP0AdWrFiBa9ngmSG26Hb4O/EdwYhncAFOUMgVcRb86lUp3jyhfeSpkzRo0ED+rmRQ+XDp0qV4xZDOk0uWLMHHN2LwaMGC+Y6J1Q9VPMMh0QkuVIEex6WkVZ3qI488wmc4VqlSmYsp4GHhgeiHqM3poi9Q8QwgwUACjMI/mTNnVk5bmqpXr0aVlWhuoIQi9jxjdkQHahHP1sXz+fPnueBB8mTJ2EexTwlHpCRKlCjGMHKZLFlS6t6tGwdsNydxdsSz9/dbG4CZZ31UlZzzbE88+8ZP5lbxiJiBmWdUe8XMs5zzbE88YytB+fLlOAa89NKLVKTIB1RNJciNGzWkIYMHsajTPqtf3Qg7BcPQT6HPAoeoxv+/vHmpmeofx40dQwMHDOAq/VhuiboJN65fdbXvBiOeDZ+M5mKMhQoV5CNlTGOHp53bYE8832WBduLEcVq6dAl93bkTVa9WjTp+1VH1jatYfHjP3GkT8RyIeDZmnSF6R48ayQVHjTj8EjVu3EiJxp95kBh+rH0Zr3guOG3im969WWgjr8uUKRN16NCej8eEENft8XfiO+yKZ3ALnYaz3nHSQbp0aZlfiF+c3oEBYuS7aIcl8OjvULwRAtssT8Z1DFRAhOO54O84QYc89JlnBI9TJ0/ySD32J6BQGAyj9NhbevFilOnnnEC2PwQ+83yXHXjVypVcNAXJREREYw4MqE6KfWJwbC2cYSKerYvnW7du8f6M1Sr5W7NmNb/+pTo/iDltq//6kzZt3MAjbzroingOTjyDR8yGInHevm0bXYyKiuEWr25EqMQzriFmYGXKunVr6YASgN4rfUQ8B7ZsG0kE9oEh9rZs0ZymTpnMfosBCubzPqHiPtgTz/dWS2DP3dy5c6l3r17UXglFvP7y8890YP9+Fs53bnuSXZf6brDiGb9jpU+fPt/Q2jVrVAuTvI19V8SzVWDF2siRI2nAgP4s5LCUWOcI3vmYt4l4DmzmGVxejLrAfRliLnx3vdIT2DKDowIRn814hnhDboy8Dbpjo3rGqAWCmB2rL1R/J77DrniGgT9wAm6g08AvOAPfGHDnmWnVDpxhIBnFwWCrlXnnyGwqT0YOfejAgZj7O0GHPHTxDOIo+kECw89eBQeQ7Q929jyzEyqHx/6CY0eO8OADRowQoAHfEU4Rz4HtebaOe74u4jk48QyD32rEHvwR8WwF+I6DK29OH8ShdzsRz9bFMydX0UZtCRScgchDwmHg/n7Mrb5rVzyzP4JjBbxCfOzbu5cLNiJhA7xjg4hne8u2YefPn1PiJZKuX79mHjfYd0U8WwFqzoBP7PE8sH8fb63TMONem4hnewXDTKGegakfK/POLbzhmys/8N7xCMEs28brg7gKJidDe763A3TIP1IwzI45gWx/sFswzPiSe3Pz4AEIEc/WxTN40oEkEBPxHLx4fpAFGqidglCKZ38m4tm6eAZf7I8qUdN40KwSzK2+G4x41ubbx5nxLOLZvng2kuToB/sv+6778ga7e569cwDUPLASi0U829vzHC4zYk78RrAFw8Jl+BtO0CEBi2dsGheEHggiEM/Tp0/3XBGEClevXqV3332XGjVq5LkiCDXq1q3LSfK6des8VwShwsqVK+mVV17hATZB6NG8eXPm948//vBcEYQK69evp7Rp03J8EIQeHTt25IKWS5cu9VwRhArbtm3jPbEVK1b0XBGEGtAT0BVRUVGeK1bgvoEcO5g3bx6LZ0waCUKPLl26WBfPOXLkoGrVqnFQ2blzJ23fvt2vbd68KWS2ffu2++7vBNuxYwft2bOHqlevTk888QT17t2b9u/fb9rW27Zu3WLKkz/bgn2kJvdyssFPMfuBAhEYQd66dasl34Vt2bzZlEd/tk3d3+xeTjb460cffcSzd1g5sXv3btN23oZ9Smb8+TM3+i+4HDduHCfIqNh64MAB03a+Bq7MOPRniClm93KygU/0aeB37NixFn3XRuxVscTsXk42cDllyhQemEB8sNKvwcR3rRl8t0GDBpQ0aVLeYxsu34WZ3cvJhpxsxowZPCBcpEgR2rdvH+dqZm29bdu2rbbyBtT3MLufUw05GHRErVq1+PiuFStWWMrLjLxh4338hdrwPTH7+/HFEGsHDx5MTz75JFfS37VrV5z+a9d3A7X4nsdpP8WgBAo1Hzt2zKOSDdwnniMjI7khqqm99dZblDVrVn71ZzhqJlRmdn8nGHjEyBuEMyrSYQkWBinM2sYyE46smOm9HGzgF6ND4Ba+Cw6s+C7Mlzsrhudidi8nW86cObmqIjhOlSoVL8Mya+dtZtxZMbN7OdnAJcQHuH388ceZa7N2vmbGXVzmVt8Fr+AXPIvvhs7AJeIBuEV8EN8NrYFPJMfgFyduhM93M5vey8mGnCxNmjTMbYIECTgnC2veYHIfJ5vmUue9OOLICr9m3IXLzP5+fDH4K6qP69iLyaP/T/ya/e34YprHJEmS8ODakSNHPCrZwH3iGUtfR40axUvcGjdubNEiQmhm93eOgdc2bdrw/jssLzZrc7+Z8eTPzO7hfIuIiKCWLVsG6LvazHj0Z2b3cLbBX8EtlmBhX65ZG3Mz48+fmd3D+da0aVPmFhxbjw0wMw79mdk9nG3evguezdqYmxl//szsHs43xAPx3fAY+GzWrNlD8F2Y2X2cbfDdVq1a8Za6wHwXZsahPzO7h/MNcQEcI0cze9/cfLkLh5n93fhj8FfEBGgKcGzW5sFmxkcozexvxj9D7B06dChdunTJo5IN3CeeBQKBQCAQCAQCgUAgEMSGiGeBQCAQCAQCgUAgEAjigIhngUAgEAgEAoFAIBAI4oCIZ4FAIBAIBAKBQCAQCOKAiGeBQCAQCAQCgUAgEAjigIhngUAgEAgEAoFAIBAI4oCIZ4FAIBAIBAKBQCAQCPyC6P8AcEjklhCUQ3gAAAAASUVORK5CYII=)
For each of the following sets of bivariate data with variables x and y:
Draw a scatter plot by hand. Decide whether y generally increases or decreases as x increases.
![](data:image/png;base64,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)
Explain why the drawn line of best fit is accurate or why not.
This scatter plot shows the amount copper in water in ppm versus plant growth in cm over three months.
![](data:image/png;base64,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)
Explain why the drawn line of best fit is accurate or why not.
This scatter plot shows the amount copper in water in ppm versus plant growth in cm over three months.
![](data:image/png;base64,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)
Show the conjecture is false by finding a counterexample. If AB ≅ BC, then point B is the midpoint of AB.
Show the conjecture is false by finding a counterexample. If AB ≅ BC, then point B is the midpoint of AB.
Construct a scatter plot for the following data set using appropriate scale for both the X and Y axis.
This table shows the age of students and their scores on the MAP test.
![](data:image/png;base64,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)
We usually take the independent variable on the x- axis and the dependent variable on the y-axis. A graph could be drawn in different ways using different scales and intervals.
Construct a scatter plot for the following data set using appropriate scale for both the X and Y axis.
This table shows the age of students and their scores on the MAP test.
![](data:image/png;base64,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)
We usually take the independent variable on the x- axis and the dependent variable on the y-axis. A graph could be drawn in different ways using different scales and intervals.
Show the conjecture is false by finding a counterexample. If the product of two numbers is even, then the two numbers must be even.
Show the conjecture is false by finding a counterexample. If the product of two numbers is even, then the two numbers must be even.
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.
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?
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.
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.
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.
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.
![](data:image/png;base64,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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?
Rounding to the nearest hundredth means the rounding of any decimal number to its nearest hundredth value.