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:
A scatter plot has points that show the relationship between two sets of data. The vertical axis is called the y-axis and the horizontal axis is called the x-axis.
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: We are asked to graph the scatter plot of the given data and check whether y increases or decreases as x increases
Step 1 of 2:
The coordinate points corresponding to the given table is:
(1,3),(2,2),(3,4),(4,4),(5,5),(6,8),(7,7),(8,9),(9,11),(10,12)
Step 2 of 2:
The scatter plot for the given coordinate points is:
![](data:image/png;base64,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)
Analyzing the graph, it is clear that y increases steadily as x increases.
If the two variables increase and decrease together, then they are directly proportional and have a positive slope. If one increase and the other decrease, they are inversely proportional and have a negative slope.
Related Questions to study
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,iVBORw0KGgoAAAANSUhEUgAAA88AAABxCAMAAADcfWFpAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAMAUExURf///9bW1hkZGb3FxVpjY4SMjEJCQikpKSEhIff39+/m5ggQCDoxMb21vQgACHt7c3Nza97m5kJKSjExMQAAANbe3nt7hK2lrVJKUrW1rbVaQkpa5oRaQrVaEEpatYRaELVavbWUEMXOzr2U5oRa74SUQpSU5uaUY+YZY+aUEOYZEEqMY0reEFIQGZyUlGve5lqt5r3epRmt5ine5hmtYxneMRnvY0re5gje5hnOY+Zr5uYQ5uZrteYQtWtja7Va7+bWjOZajObWOuZaOrWUQpTvpebWY+ZaY+bWEOZaEJTFpUJje1paUkrvY0qtYylSEEreMVIxGVIZSkrOYwhSEIyUlOac5uZC5uacteZCtVJaEITvEITFEBmMEIQQcylaQr2Ua+a9vRkp5hkptYQpvQhaQpyUaxkI5hkItYQIvQha5ghatXNavXOUEAgQOmuMpSmMpUqMpQiMpXuca7XvELXFEJxac0qMELUQc0op5rUpQub3jHNajObetVJaMYQpQub3KUoptbUpEIQpELUpvUoI5rUIQoQIQkoItbUIEIQIELUIvSkQQr2UlJzv74TvMYQp74Tvcxk6jITFMZzF74TFcxkQjJSUtRmMMYQQlGuM5imM5hmMcxnvEJylnBmtEIQxc5zvzoQI74TvUhk6a5zFzoTFUhkQa0qM5giM5hmMUhnOEGutpSmtpWvvpSnvpUrvpQjvpUqtpQitpWvOpSnOpUrOpQjOpSla5ilatZRavZSUELXvc0o6jLXvMbUp7+aljOYpjOalOuYpOu/F77XFMRBjjLXFc0oQjJxalEqMMbUQlL1ac0qtELUxc7XvUko6a7UI7+aEjOYIjOaEOuYIOhBja7XFUkoQaxmtMYQxlBAxQsXm772Mtb1alEqtMbUxlCkQCOb31lpjhMW95hApEMXmztbF7zEpEEJjUoyEnO/e1lpCSikIIffm9zoxShkICOb3/9739xkZCDEpKVprY721xVpSY4R7jNbm1s69xTEhIUJCUpSEjP/3/wAAAFDt0U4AAAEAdFJOU////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////wBT9wclAAAACXBIWXMAABcRAAAXEQHKJvM/AAAlvElEQVR4Xu1dX3KjPJC3nYBBGgwOKMSvHIAjcAJefbZ5893mIanNzCQpb6UmU04yta0/2EjCjpHQV+sqfja2AFuIRlKrW63uyYgRI0aMGDFixIgRI0aMGDFixIgRI0aMGDFixIgRI0aMGDFixIgRI0aMGDFixIhLANkVI0aMuFjsiGjKFNtk9uP+Cf+YDbwFr52HbTZazOA96Dxns7nIl5EUXg6KS7fgfdZ12Hp7D7qOWmycDq6okHYett3un1zV3ffuk5bbrEaiMQOe09mH79+w94DbB87SjsM2GxTT/0gh245zNpvIN+g6Z7qxPOkb44+O07bbRyDIoJ+y2RgVIKmfMd0EHTDmR/Qf2GyMCt2nbLYPn1ay7nOmm6hj+K7rpOV2E6St9hymiUgNiwoXIjUoCI5Ealgg7InUoAg/UpEaFqUbMhT3sUgNC/+lVeOGQ+mmjgEZrkRqUJBZLVLDIm63Z+SoPdduaF04as8kc9Kel76b9uy5IcMO/xWpYZH6bRFvMHgLN+05wjuRGhTFjw+RGhZSe56klUgMi9oRTWa5SA2LKY6fRXJIoEtrz474c+qmPbupY0AGJ9QlM1+khkWSLkUK4Io/37nhz45IPSkWTvgzcdWeF07IEOFbkRoWjvhz7Iw/OxpbOhpvz1v8eZtei9SweHPTd+7u3fBncln8+ROvRGpQFK7487eL4s+OhLqHJ38rkoMikeXnrvE2stZfdMjPaLINRdIYUSepEbEt73ThyWVDkxBKa5utxp8hQ/62gzbeRsSaBIBIk58HybaLP7dqGJRdpHqiQ36WKq5pLe6oZO2sEDJrljudP8tU+CeSPSGNtzvl52lSipQxapUmUe37v795hiRuUOj8mZRJUtoOkEB+brVn4vmA375f53Y9qsKfc5otnWSwJYMn82fi1XVVx9ajREV+3q6qqvIr+8Gnyp/RVfKyadKbqq4qI4boZTJ/RqT01w1ln+EhGspQqlCHosrf03uZ1/VUpPsB5GepxaLpoYSkmv/A6b7wvaDw5w75eY2vLSvc5G6m0LrGgMC2n9Dl56iuN8t2B2WE6aJdk1dPGS0tznBuN6KQ+fPU59niRWw58JLl51+V/31JVh+1bctT5Oey9ggpU+tsVf5M8hpnoj0j72VNisQ3adCxPAYMo3iWNZRFUYKxoao3updKQ0qouw0bKbw0M9TuFfhOpBhoCZtaR+rZSzrLAqN+Pkn/V6QA27TS6hZ6y1IT+rah8udNnU+LorDtJoo9YQXyNI0sGweFxJ+R97gqpgWJ/LmlgCbz57X/WRTTaeEFtkoAWX7Og4QWvsSVJXll+blIa1px48w2W5U/h8s8wKJnXwX+L2hBqW/A8z5V/jx9zOKmrKioM0NtgDreXm5m+2r3TOLsm1kHNw18iZDLad2057+P+XIZ+Vlg0uxu2/qw5w7+vEoza/OKD7nvJG/WI3gGlT9HaTCIZgjk58NYaFryejJNbWuyxJ9RySvFv9ha3SvLzzFvHPl92/DPBBJ/fk4WHtURXgWprXmFJj9PU9FAlm+spqGbpn33gafpaKr2DcTSmKsHIqzccDFvTZOWC8PHp8nP26a4KGHZ54FRD1TJ9mG6Et3zg+zOssq9yQ1vtZeX7KDMPy9rbDt05QD+fCAKEvdeBraFlvgzElIB+WbN8DxpmOItWEPOsT7U6gdJfkZ+tqZsHxnzuT00/TbxRfvdpbyexJiNBfpBn7XzFofHiDxTemj67X33Q5FjQ/6s6befvQVnpsuIlTqsMpPJpritD+uw9yxq7y9IjmKPEqb2q9WWa2WL+AOkKnb8JGT9NqlxWpcDtDxZtAm9zJrVcXTNP6PKOvOu+ed/9t3E5K9U42A4CKUn9atZPTtA4s8P6aJk7TnJ3vgRYxznz5ssZYX2Fn7vwoeK/AwML14cJFDYMeyHVuo8WPE+O4wCS2wiGwC0+ecwkfUVYWzUcybt8Xaozz+X/u4hzfZjt6LyY+DYdVUWVNPneY8/ztCQyPZh0xpn2aJWu9P+kOXnws+qIi/LwlDTfwBp82cB4ifasZ7omn9GFa/CNpDl52UF8hEpP6xFGkl+JikXRrdxdmNJhw7+vOCF9YRyKcez/pWjXKjqjdvWY3wG/iySPaEpXWn3s2dGpvz5H/Bn2cZB7XFQbNTTS/xZ12+Tuyr8F+9Fc1Iv1tBzB5m/IpPVIzwGdJfVXyqUZfswFOUeNGlrLZtC6hIv6jj2Az+3bXggP4vUAXlqLZp38ecitRVzoRnINa6os6ebyl6RIM0///rgg5/nJLvhR4zRxZ9ZzUVxxnVEOf7Ru/g6f36O8e2+3YUDys9BS4M5HH9GsTw/SPxHk5ohyc8TjT/nKbRZaL8Jp0wUBH/g0mzQtazuKCcsF1mbS3ZCkZ8BBMT9/oMqBZJ9GPIW2ItI5Gdz246C6FNIKLYubSd/Lq0n7Wh7lh8Auckya60V7S3bnXuJmZALg6DabtYO+LPSAhr+jKqmPR80yOdDnX+mw3ZZfhbJnrjq4s8iCSKCBX9W6Hgr17rvr6XJQFPhz8pNo7qCqy7rLOXPoMRzWnwYdBFgLX4JqFL8/asn3LW+Chq0bVX+0yY1jDNZx38VZG1rEBPI888M5MV6uN3Fn2G4/eXg5kso/Pl5Vfn39p2lzJ8n5A0HcZ5XOJOkPAMclZ+BTXAdEYy3+w8vNPswKpDuK4INf9bk59YsSolflLs5Ezv8KDdX4M9tyj7UtcpTzoJkT7JV23OUPuarVf6W3X+KfUp6EKLqZ+DVvud563W5+XLE0bm+KrafIZX4c53RyUsYcVjX5Y71VfncXoHXwZ8fbgy5RhuK/Xbpl2T9lPkdJO+FQuLPzEyu9urMekpQ489Tod+GasX58wYbLJzTV5n9bcnPMHoznPsoVOv4os2fcyw4XV9MA1V+vm2PIFBsaLhzcn3VNvZjaLNeFWRvjDQowRWh87xAu/z+7LrYub4qD2xFR0l+Bv7MBY41tlUx6frtIdRWXfw5T/tXXA3yTE00h24yLO+tDT9U++1nUhAYElvL+138+TtLeBlnLj9xf3EBpGXlCVGGt+fPW0U6PR+rGUiYbRTv7fln/GLWnhX7MFrcdq0rTQ1rJf4c+jKT/3UthsReI5SiOkg2lU/1FxFuLFy+HN5q9tsURYcxWj9I+m0UZ3zos/ph2/Z0/fbDAGqrDv6MPLVum0C2347xmn55WWDbq8n8mSEKRNOzgKbfbvgz1CheZuDT/cmi67fb8nP4F1dm8x6SUEcxfb1v67fN+bPcbGgJRXKyXSUdDeYsnOTP5bWoE7tAPNzprffplewv8Gx5c4q+vLZqv80Q+bbys6rf5u04n9nam+v67TK1niXu4s/kN7PNtITEn1HFn0qRvluqxPT1VVSmsVcjHJ9/LtIn2jOh6+xv76vo+m0QmQ/zz6r2+Hwo9ttQyoCVksNYv73Dv0VKoFXCMIoZQf4ZdPYSf1b02+Fb08GFMe/ul7V/FaKQrewidcbmcK4SRcDQIfNnYXHlJQbFlSCvr2rMjLxAn23qB8k+jALFQ/jU0PlznjJeaglZfhb8+ZdvO0qR9dsMXnD3IJLmOKrfplWazqMQI7NdXX6+bZsLGuu3tfWS07RV7Yz5M5mp/BmGEyK5qsolQoiUBjOvCn9u3fQWlbOGg4ZlBj3zlurD/Kq+vk7olUqczb1d6auDUx2S/Ayifg6lze2nSBVSl0+P0OqIb2AsKEPjz9MPw85dgsafoZuwbHMMck3OA8r/0Cr9+rGchsafUc7XZFhC5c/PxWsz01GkfgF1LTApuqrfDkHWP6gQCOyYLbhX2/O/6AlvmpxCEPkLI98X2vwzLSFLoChNr6vr63pu0q0laUuIlfTbKHrEXsHO/nvwZou0JNRUc8HW+GEYdyFvnmXZ/dvXz1iaf0bXC3y99r7m6l9CXV/lpUkUVfaGZ6QleDFEQ6itdP788DGAVE7bc7t0yEurqFhVlW3Tk+Xn8FexruMBmrMqP4ekTHFyxQkR+XGUX1cGc3ih6p8EXdX4JuLeBrYoqrF/xaY/+kIZbwPXnONYLA1ERYxfy6lBP0Hnn9vPPqQlvNkRyKq44ctoMf4woMPtvHWXkvyMojLPeeeDirzcfF/Bc/hbld/LvPQ+bkA6Q1FcV9DKv4Q8/1zc1pWXk1Y/YgjVFA+t4ltvY1/nVP32NooNKKtB4887LibZQrbfptJX7Hm5dYll/gw1IBeNzhIKf36eRhuoZzzrsPBiz8y+L5b1YSGJaImXrK2FZEd3jGqGwp+3xepQXNou8ujBhEEr/BmKuxElLKB9bWh7M/LLUbX5s6zfhmTY6npoelUV/EgRM/a63Z5Fe1W/DcPtVsbG0P2TQL5Gox8Zmn67TQZzaPz5POJ9Cd1/GNBXpCwg82cUDvLIAKr8TIl7qHWh6XU+VbtMqf6GdEek+0HTh7VLS2GULeXPcjYUZiWUkKTH+HMHSN0MECOvjxrgbjaEnKhBM5UfCF322wOgY/55EOiaoEHQod8eBJp+exCAJOukjmny80Do8B82CCR9mGYfpqB4vfcog4aBba+5ps75Z3to/kkGQof99hDosA8bBJ9uyNA1/zwEtPnnYXBh/j2JZr89DL72H9YCqhb4PfX9lBmUnI8L87/tiD9fWHyM6IetpXY3/G9GeqmvoM0/DwRX/rfvXfnTb/kPC32/oI69BCA55R9il0RxmmUZTr0dP7x/HwM7Sz5wSfRfnfjbOZg+5PjzwTITBay40xWud7al00EiP5hSMrCLiGvZAnIjFS6nLNcDHmAT1zDdpt9xzR4a3acQeYrTJhst5JSkac4S0ou+GVrJPpgW8aJkGR1Ad1h2D1BbpYv0ACnxZytfnomaz/7o2W+oY99o6ij2v+0H8tb2Z4B8HAi8z95ns2AGeIevdzgCX/AJzRka9Cv9yRM9JgA/0N8cT8EML+C38OZHmw3+3N7tuT0FT/cZy1M7G/yA01Dmvl8z+H6CUv3IgAxwaJ8jy9QasywTKX49SgGeufGblRIv6FPbPwrAO6fL/jpwW3Aeds7eh0d+Tx8zTfErNXnSLzjEAGd7fTNQ4sKR5kWrGKtk9Crse08VeDBnvuECGIjLMmpes9n/0AP/wwhNQVPK/75+Bz/wvkhwFVpBaN7SryBvOMdfcBquwz+OH4SM2ENr58Lf8KJH2aXYD3sCt6P9bf300yv52yvX5SddEEmT9BB9rcvv5Qa29fqTrqyCo5/rz/1fmvcaDsIP2M4n/Kx8x0kJ/4ED9BA9xU/yH4kczk5DpvQS67LCdXMZ8c13eOHXP9nXOXu0vPANe+ymbhc+7NOMaG7wyXKnv7b5KOPXAJLsTljx6QnzNyfxGvK9w1VztPnY505vzyt/8n1x18f21yXsUzrQw59AXR9OiHzoWZob/4ZL0GPsdye+4Sbp7X6y63A6wuEgiOEyP8ULTtBKJv4BX/xFd85/0wvUWdXUVv7iH4LQ7BS9N+l/Z7zXFVAXUkBsehcsj3VTTjjPTkFiDfdC31Db4TfwA0gdPQj/usXvojZLGbFvWmiWI91hlD7rg/3bl+3DhrCD0lFjM6O4L/DwZL9qvwvETbxY6C1FalisHUl4ruRnN/FivYUTNdukcENdMnsUqWHxn8SX1P2TDAKH8atEalCg3xel3/4zc9O5j/ElKaY/XkRqWFxy/GdtKdtAmLb9bw+Hi5t/dtOe3cw/A392055d6bdntn7YuiH599T9hw0DV/PPrvjzwtZjUSdczT8r8auGQuSKP7uaf3YjfGn+SYbBFLuZr4qPrq8KyZQQMp1Ou6IKkt2mh5mtyp9REe0OD5VE1DLcAB1DoSW1aOcgq5WhwTHwZ8VqNJw2JaSxG+nbwCqxY/65FUwxXJJfZgEcdU/yYXGY4p2uIjPqdsR/bhV3Ga0M+ZbKn8MiN31QLYRd8Z/DQpgnW0D1H4auot0A1vzFk8yf0cPO8DnJkPx7SvZh4c6r6rry4jiJucv+A1Be3/cYNinycxGns/lN0x+sqjiujBitZh9GysMSILoqoTbz2iLHl6TdT/xbLJEr4vrusQYY5Ky152lZHQzFc5ZxaVCxVfvtMIrrvfleDtQ1c3ahxX8uyrps+rkiSeLKpLAaf17G9PnH1uuqPzvk5+ibvfsFhWlE9ft9OoDv+KlsT0L+vt7PfTOCSlD4syQ/74Ls1Vvl6xrPlCgY26LxrXoWtPgYdLpwxm3M8uCaoNgopKDKn0mM9+6tVn6MtmXgm9STQo7/HEZ1lgnHA94iyxawZUF/aU2Vnwta3MawdFnTfGcm/g0U+RlFNxn1kk4RboJ4iaobE9FS4c9hkSyyxp1K8fuGbL1XFgKnL2T+jKrXzXaymluvrO6wD5v62bVttkCGFnXDaI7nAXWHbHLnbcj+w1DFmgQ2IqiEk/7Dat48wu+zQ6g+gTLrIQbJ/j3L396ORdqkhCqYupP4Jj45FfkZBm71QtQLnuGztzDxikdk/ryMyrlo4ST5HdNp3wrf9B9zKfIzFPfj4F0P+CidDzapfop+m0TroJlwu3p9gQ7tKr0xyFeJ//xcrPzG2xCqmDu5em4iWsrrq/IZo/Vfa+WbrhUMvSCzd8Agra8i8WNZ/ImDzNDL0B6K/+3Sj3dFmZqFlJRw0n/YtYh9Qd0NKdqGsg9/luJLEu7JoAwYz+N+YFCMJZZ4HnT52WuCdcTcvUwxezegkOZ/e9lEPFyJBrd57bUehUPXb3t7DxooNndQptXkvYM9lGCqCUC12O8FXX6Om7AKG8zIXGp+E8+BxJ+hhOzGyxl3IGsOzf82CHKptUtohT9HMW3HUFutlWTFj5b8/MCXN+VBZtAKZJz0v101kSVXmagRYSh+XmL6WOSrHy2LpN9eblgW1LdcOCF3POPvPwz8MOnrq0rMC4wqHswLarKBqlqVnyGbhj/z3sLMUZCu3y6zxnVhVBtpEBg0/TapM86fifC0F58Rk0iDJj/T7odRgVKXlrtI1V7+HEjy81Z4YS9N3Xvtoc0/L+u1UaBKBTJ/5te4erVesVPMWvLzdMWbRNtDkiFOyc90vM3pUWbM53BYrPJNzvyrrDOfFJsyh/OoiK4iqldGV1F3jPbO+eeKVroIcwaa3xuEINP48z8RLBVYIW/PMLDYj2jPhzb/DBI/jycgMFXkkvPQxZ9FPuga+56qdDwXin8SWjzhYC8PuGHeWgRu7IUu/sz7uWLOx/Pk28JgVCHx57DEVI+yrG2jmWn+t1FckdhI3JIhy8/8q+knLVD8+BApgKht1Em4Qb2SIMd/9uVF1lVWs4kPcs0qRJg/JqWX+pQdlDj9rN8xrqPJskxnNa2MJD6ioeuKj7GtKGfeZHPWxUdzg+g3un1Yw5+BQ7HxG/Kyl/6cSffvWcviQP7Sv7CQSwd/rrnCuHjBOLs39KGu2YfBoIezjxIHrD3nuBVC7Vwo8jPgVsjPUYDZc14aBYOW5Wd4UvNyWX6waLQ2KJVZu7zeAc+2589d65+nLKCEFaaqf0+K2D6a2fH5Z0CdPU4n22cC4jO9UPH+utuihA0KysX9W0Q8TEdyheDjaH2EfHcd7Zn4lHM2IUKvQJqW29AZiFSe/rzmgt3k1xt3yb6NRciFXtDiY5BaMDyOMDZSm3fKz/yhhmQXv2aZkZa/U35mwwnU3H2On/oz0k7+TNlHuFnw7gF9ZAYhEZT55z9pNvOvbZsHPBOZPz9UcMfAn/v35gq0+M+APLCeB9P8ewKIL5PGBIr8LNuHVdnTWxxX6QJ7lC4FcwXrMcm5ZOrpfyWmzKHETN9J4iPifJf9NotcCTWa99ZFyutKL3TIzwsh8EO5aFmg9zcIV6z5D1s28jMHqQVb7YdO/ry/0D/WOZo8zw75mXdI22TBe8vVzEAh1ik/s/vO2UOHGxLzH/2g2oddpVk2gFvvtRRfEpXUheNtM91hgQ6jpW1sH+tY8e/JEKWqHVN/nNRv11m6iaJNnGI2kEYl3AYwY9qeQX6mfwRBFcpAfObEPToWA61DfiY17Tqfm9AmUZBJEupZ0EgdAn/mD5BU2buXlxU2cR2k+SdR+DPvinrjBH9mQLxz7A3NPqzRb4eNkcCGCak9cVR+BplX8OdHqfxnQrUPy6+/4YVpuKYDZP6cM5MP+5CHlAyazm9X2wcn3N235GcOYBPWvY/Mn1X7bZCf6RXQ9C0TEllUV2+YTu1y/TZ9xrSLLhewh7xjWlTdfjusePw8GG8z/hy9Goy3dfvtEn8IS0fiQSfkmbUQTX5e1rhdOsPuuZM/SxSrjMLJaP49yZ3Qb8eY8+cc7yMjnA9dfm66H+DPrHtAdyblVfx7lv5m+Rdnv20bdNnmz0XNDGq8hYFeX4EW/3mCKuvRNuPPItUAedY0AByPjwGA8RQ/G82YnLv06vXUYzon4M+s5XCLDRZrpjgakEr3H7apOJVg2M6eLowI+zc8jT+j9eEB/iuiAgR/hRmcBZ0/37X5c2EWOV/nz6HMn6GhBCYh+o7OP28/RXteL1hkon44rt+OBH+mgzP63Q8yf45opD8UYxPNWhvbNn9G3lMVA9IsPcs//Clo/j2X3rW9dAB1V4n/PInsA8YAVPswkeIQ/BkIVGfABJYVbbE8BBfjyACPRsrgu+XRzlDTb+fcfTfcVsCDemyedDfHX+L4/LPANG2FJDsfWnwMqt8+NLT83cyRbbf83G7QhW8wfoVHoJChkZ+hG/4hRkEv/bt+XX5u9NskxYys0zQzGP1I8jPyWNeDoOO1ZE5t/oy81E/T9GW2wKlhHOU9VP/bIJkfkSp7QYv/HCX9RaIOfCE/i/a8fMuerqDiMM02/g0HG/5cYSZLFOksjo921ip/XlUr0TwIN10KPfzRv+F12IfhtoLmOTFTMBWq52kqP+8bGkr6Rydm6JKfr6X2G920hgFno4M/i+EEDJvoKZCj6/79xHH7MGpPQhOrGbUm7QuJP4Mkw8Ir/5lbhvKS/G9vyVUURVdRjT9y2xVWKn/eMBMxuCD7NIYa/zm65l1j/1YgQ41f1dqj/PmRi6O7eXaDnplF1+Qn58+Y6cOA53AyxgtcH+23FP32VVWiSbhFK7gFbhiEoFvoT6CO+edGv82wSs0EXc0+DGrdQb9NHg0aB8UJ/bawuvOMmIkuP/8W2o7wlo00oNM06Ps75OeFEBwjNtEBNSE20MdK8jN644MLoE3rqAm6/JPI3bsZZP4c5lU+2U4Qyu26HzX+c5GsWZOIuKWYOY7HrwLccHtPumIHBLAwgU+S11maF8/C5GjdqNij4MRcpKzfzv009kC6qXx4lMSfw7kro3jpmmgDNayVT+7fGDVnkJ/VyIpt+dnMmATQqd9m30uvykGK3NA50/7Q9NtN5FxokzRgIxXLjajbwZ95AiXUngLux6RSy/Jzef9G+cIqtbSM6lz/PMT8s1TJUJmmUHVv4zdbhbwc/znaNwnbQbcav0qkAGEU4wx/VElSp0FNB8jQZmd+DEf9KCx87Je5VzfyKUpOqFDb8nOYc5+/APZgozt/U9ZGjEnVb5M8zbD3h5WIxsoTI6PeUPTbKPJwRqNrcsSmkp7Kn8kmze49upQf+Rl+TJJ4ZcT4lflntIMnlFJDXMDKr/PyxijWpMKfw+n3NAtYeBQoegUPv/Zzk/LK88/IC+o88h4rS/YMoxS9897rfyzQtg9DayyqrtFERBtS/GeotwJcf2kBJX5VS7+NVrdVUlV1dZ14fBSwLf2XqiDVDR0bF3H91vZDUH4cl6Xa9mEop7ky8Gp4VVXXZi1PkZ/DhzKpEi+idCK5F+emPb5iHwbtuYqTpj0jTxmMnw2FP4fFZ1xVvLh5/ZL6t4bPUuHP9LlVcVPcFTxBZfH6mVD5845Rd8fr8QNkm5ipEZT5Z1TW18mbidpSRlf8qlXy3fBZHdC2D0Pltai7hvd+QIEPSwC2Oc8UslUFyN5Q4ld94T8M0XbXBC9ERYuC25jbDnXiC/9he2c+PXEifhWxcd6i2YdJMPIJRKHLzwegKTF2QajHl2zj34MxdU9OIbV8D/WDGl8SrtS9iqcfjvj3tG7Pf2anqGsKZf3zcJDmq5Avzz/3wOrUgr8xviSFLj8PA30l/yDQ5edhoNqHDQNtfdVQiLgCfmj8J/ElJ6mR6hYRtIxPqVwuzL+nZh82DE7xZxto88/DQNdvDwPVfnsgdMnPQ6Aj/vMQmAY9/IH0gMyfFf32mdj49WmBQvJPMhx0/fYw0NZXDQNX/Flb/zwMLos/d/kPGwSOKpk6/zwUknlba2Tmf7tM59VJ/YAr/uyGMV0afz4tPxvjC/nZGLr8PAjk9VXDwRF/1u23h8GtFF/SjD9PUHhaldzpn8Qeo/zMMMrPgFD3HzYM3PDnf4Vmvz0MFP/bruJjOOk7XcnPxGSR5dcY5WcGR/Kzo14NhilO8p0+KfbbA+Hk+qqh0OWfZAA45M8uaD3yZwZH/NmV/Nzln2QAdPknGQLK+mc37dlRfEln8vNlxa9yJD+7489O5OdPV/HonMw/Twh2Nf8s8Wcz+fkrXJj87EgT5Iw/a/GrBsHKUTy6i9NvO5l/lvx7Dgh1/XNvwRFF0y//40i/7TD+s4vxtjv52QkH+TNzM1i7MPnZkX676PLvOQAs+fPDXz/4eqWj7p9kELiaf74w/baz+WcnVBjnnxmKH48iNSyk+WdNv31yHiqEdkw2c+GE5hQuTL99cfPPTsjw594Vf3YiP0v+wwaEK/uwmRv7sJPzz0SspukEW47xD53jU33kzxQXp982c6v0FVzNP3esrxoCF2YfJs0/q/Zh+al1jCimy1+3Sfb1WjdH+u2pI/225j9sGFyY/FxgN8pRZ/KzG/7sZv6Zrq8SyWFxKj7Gg39qkcWGuheZPIvIbyfhSL/tij+P9tsUl8Wfna2vcjT/vGutfx4SSXu8Lfsn2b1hP3qgzX25Kvd+1YpNSWNVofwFx8U0DJMs3qLotDulC1tfdXr9szEuTH52x5/d2G+7mbVzNf+s+fccCMf128s4yNLYg4ZaeKVXpzwE2adXJmlCJlc1xm/eBoVV5u2q+/u7U9R0JD+P9tsMo/wMcGYf5mr+2dX6Ktl+u+XTD11V2M+jXxNSxWibB3gdTpBXRxNC3fgucx8nu4Ly5zquqtfsd6tfUOFKv+3KPuzS1j87sg+7KP58afpt2b/nYDg1/xyzSJIoZn7y4wx+mTMHuNFsUU5QzUJCoyqjbuFW+FQEzQuz374w+dmRfdhl8edLm3+W/XsOB2n+WYmPccuir16laVnmZZ3hIoxfvc33TTzLauqTmvoW3SaYxnQ4uIjtgiP9tkP7sMuSn0f99mTy87L4s+Tfc0Ao88+Sfpu7Ly7xvH7064/fFUH+vV/XkL5ZT8hdw5/p4sLiZHu+MP32KD9TjPIzg7P5Zzfrq06tf44Zf/652E9IkRce5IYCNfyZ2YeROxYx9gguTb99afPPTshwYfKzK/9hrtY/O7IPk+efJf+eW86fW0F0p6/zfd8KLZje6HOV0VAwTUjDboz2YRTj/DODI/nZlX2Ys/XPrvyHtbsJ2b8nyM9A+nIhwpqQEPkZb7WooPyZpun8M+XPv/FPdqYTjvTbruTn0X8YxYXNP7uyD3M3/+zGnqQ93pb12yHwZzgZBbx6k3KJrjOfOf7Ly8ny44neKJWf4eu0/OyIP/9xNcQa5WfAKD8zOPO/7Wr+uTXeVuy3/2KfILRMsll89avwoFXnQebnv0h5nbOYyGiJgD9T++19SMNOuPJPMuq3KRzJzxem3/68LP124Wz++Sh/npQYv0HLLfxsMZvPvgFnRkmW4fksWLNkkMRkWbNJ6ig9Fap/9O9JcXH8+aL8k1za+qofbtZjKOufpZivyyqYx8C+i7c5nvlMjEBeOsPpmvYBV/7Mz4vST2/WZOf5aZ0fZWoX5n/7wvTbjuTnyJG/oUuTn52tfxapYXF6/XNEl17A8Wj1R3Sq2yLKH5jn4G2RF2G4JIigEC3JrxNx2i7Mfnu0D6O4LP7sMH6VI170H6x/VuzDBsOF6bcvTn52wp+vni7KP4mr9VVXjtrzf2O/7eYROrLfHuefGVzNP99fEn92qN+2DfXcif9ofZWb+BgXpt8e/YdR/Lms+Biu1le5Eeocxn+W+LObR1jPnDzC4slJ1zn5tThhG2MO9OimPa/dcKbCkX9P342ho4ed1LHJ1b0T6k4d+fe8leXnoL4WL/ZR0Y2/67drfoS+3vYp9gu+0dP0hLzBjyuc+R1nbLfKz1J2bbYPH28DfTxmAbthujfAe09LnB0oxopc0bddCvJ7BerybLuoZLZBdn4WsEx5xvYvfu8VVAaWgMsM9qblfWdUYFca8gMqGc2XpillBnvdZbiL7hYbfV9fB/M2f47TdJ4G8Jqn81f2xXbmsEsPwAc/ku6PQ5r9Gj7fxTf/YN9wiP7R9+EfcIRmOdRGc4Zs4ZNfCD5eB/h4TV9fX2lx6V0N8n6l+TKCvPiMhJDit0BpAxs9yInZN8W+AkoG9jjEZRoKmW6QK8039V/oHivs/NX6DdmwfOe+P6d5wqXoWyOXwRsyhwwZFWhh4QirDoN80ErGCMOpy2lvv72mtE3QFsNpbvNNHzwk+KFUCqW4LKbTKaGvgtDEw5SwD7r3ABscgyTZf/BTsNFPePEP+sXPsz+xP5ICDsLP2WuI70MSci54aaw/+O2w8vO8YWPHxCmjXUgxatAj8EWP0OvBcZamvzRM0QvRzNgn3WdvOEh36BXorw32RWJKnxlLiG+rF2RJCQCPi+0LKtGjLEG/mu/eu7BxMvBtqA9ePH4h9oar2m68wPQT0jRTumvzDW9aTkbWh2lxUuqQQtSaxqt1Eud2hDOMz+u/wuCUHh/diBEjRowYMWLEiBEjRowYMWLEiBEjRowYMWLEiP8HmEz+D343z/0fuq5HAAAAAElFTkSuQmCC)
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,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)
a) Which variable should be the independent variable (x-axis) and which should be the dependent variable (y-axis)?
b) What scale and interval should you use for the y-axis?
c) Construct the scatter plot.
Use the given data to answer the questions and construct the scatter plots.
Age vs. Weekly Allowance
![](data:image/png;base64,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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.