IM 8.6.1 Lesson: Organizing Data
Here is a table of data. Each row shows two measurements of a triangle.
[img]data:image/png;base64,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[/img][br][br]What do you notice? What do you wonder?
Here is the table of isosceles right triangle measurements from the warm-up and an empty table. How can you organize the measurements from the first table so that any patterns are easier to see? Write the organized measurements in the empty table.
For each of the following lengths, estimate the perimeter of an isosceles right triangle whose short sides have that length. Explain your reasoning for each triangle.
length of short sides is 0.75 cm
length of short sides is 5 cm
length of short sides is 10 cm
[size=150]In addition to the graphic representations of data you have learned, there are others that make sense in other situations. Examine the maps showing the results of the elections for United States president for 2012 and 2016. In red are the states where a majority of electorate votes were cast for the Republican nominee. In blue are the states where a majority of the electorate votes were cast for the Democrat nominee.[/size][br][br][img]data:image/png;base64,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[/img][br][br]What information can you see in these maps that would be more difficult to see in a bar graph showing the number of electorate votes for the 2 main candidates?
Why are these representations appropriate for the data that is shown?
Here are four scatter plots and a table of data. Match one of the scatter plots to the table (delete the others). Use information from the table to label the axes on the scatter plot.
Here are four scatter plots and a table of data. Match one of the scatter plots to the table (delete the others). Use information from the table to label the axes on the scatter plot.
Here are four scatter plots and a table of data. Match one of the scatter plots to the table (delete the others). Use information from the table to label the axes on the scatter plot.
Here are four scatter plots and a table of data. Match one of the scatter plots to the table (delete the others). Use information from the table to label the axes on the scatter plot.
IM 8.6.1 Practice: Organizing Data
Here is data on the number of cases of whooping cough from 1939 to 1955. Fill in the table that orders the data by year.
What years in your table had fewer than 100,000 cases of whooping cough?
Based on this data, would you expect 1956 to have closer to 50,000 cases or closer to 100,000 cases?
[size=150]In volleyball statistics, a block is recorded when a player deflects the ball hit from the opposing team. Additionally, scorekeepers often keep track of the average number of blocks a player records in a game. Here is part of a table that records the number of blocks and blocks per game for each player in a women’s volleyball tournament. A scatter plot that goes with the table follows. 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aV5y7aQk4SyIXkN5PJW/X5bV28jruKKB09TinaR7iaBR/Kx5C3jmlofqLOzc/3t9gSyC3OZck1s2h525jawf61q9UpRfsIV7NgRvlw0TJRJ24J5ImHDzs2/36WJ7pE0T7K1SyYUT5ctEzUiVsCeeLhw47lFW1+9xCv33LrmHclr33PGxaMeGKUDxdtIZCizJDj89u7U0ty7NYx3jv2l8shQbzhpFy0N8BrDyWQ7cylPo9StP92Ni9JXN16paGinVrUS+XVO2/Kh69oPVpH9hHII4dc1FtZtijcvFRxxZvvi1+OikbFvCgg4slSPoYumvg7rjJOIFdZ3IsMT4Dy4aKJ1hFIUcbjRQlQPlw00XACKcp4vCgByoeLJhpOIEUZjxclQPlw0UTDCaQo4/GiBCgfLppoOIEUZTxelADlw0UTDSeQoozHixKgfLhoouEEUpTxeFEClA8XTTScQIoyHi9KgPLhoomGE0hRxuNFCVA+XDTRcAIpyni8KAHKh4smGk4gRRmPFyVA+XDRRMMJpCjj8aIEKB8ummg4gRRlPF6UAOXDRRMNJ5CijMeLEqB8uGii4QRSlPF4UQKUDxdNNJxAijIeL0qA8uGiiYYTSFHG40UJUD5cNNFwAinKeLwoAcqHiyYaTiBFGY8XJUD5cNFEwwmkKOPxogQoH92ixbB/zMAZOC8Dvc+QbtF6g973jQB9YpmPCQQByoeLJuaDQIoyHi9KgPLhoomGE0hRxuNFCVA+XDTRcAIpyni8KAHKh4smGk4gRRmPFyVA+XDRRMMJpCjj8aIEKB8ummg4gRRlPF6UAOXDRRMNJ5CijMeLEqB8uGii4QRSlPF4UQKUDxdNNJxAijIeL0qA8uGiiYYTSFHG40UJUD5cNNFwAinKeLwoAcqHiyYaTiBFGY8XJUD5cNFEwwmkKOPxogQoHy6aaDiBFGU8XpQA5cNFEw0nkKKMx4sSoHy4aKLhBFKU8XhRApQPF000nECKMh4vSoDy4aKJhhNIUcbjRQlQPlw00XACKcp4vCgByoeLJhpOIEUZjxclQPlw0UTDCaQo4/GiBCgfLppoOIEUZTxelADlY8iiPT8/T3d3d9Nut3vx8/DwsLk9BHLzE1voBB4fH6erq6sf3E9lfn9/fzgujs9HHNt6GJ6Gt5UflI8hi/b09DTd3t5OrWmjmEMgRzm/t5xHlizLFdso3Ws+7Pf7wwdj61l4GMWKbTzyw7N62SgfQxYtjA3T0qS3hGfpYwnk0utsoRdXpfjJR5aj3Zfv5Ta9ilJeX18fLeWpxU3tS9xSPoYsWhgy6i0HgbzEULTnHB9qNzc3U1yd2kderXq3fHlM+BWFO6VoscaIH6Dt7/yW55SPIYvW/qJp5igGEcj2nC/xeXKO0rSPKBqxjytdFvOUos2vmO06VZ5TPoYvWhgQJsZ3hXkItjCHQG5xLkuuSYypaPMr3WtFC++osEv+HltrUT4uomj5aZufnlvCJJBbntMSaxPjeaFirZxtb+/b5/PvdFGyU/6ossTvsbUG5eMiikaftltAJZBbnMvSa85v7U75Y0ieA13RPlLJggXlY8iiff36Nf0b7s/CBPLHCV/wkyhFXJliG495SeLqRlemXtGOzV8wpqOnTvkYrmi925L5rcjR3/Sd3ySQ77zsavJZtijcvFThw3xfnti8aK1Oe1vZFjmPrbSlfAxXtNGhE8jRz9vntw4ByoeLJvInkKKMx4sSoHy4aKLhBFKU8XhRApQPF000nECKMh4vSoDy4aKJhhNIUcbjRQlQPlw00XACKcp4vCgByoeLJhpOIEUZjxclQPlw0UTDCaQo4/GiBCgfLppoOIEUZTxelADlw0UTDSeQoozHixKgfLhoouEEUpTxeFEClA8XTTScQIoyHi9KgPLhoomGE0hRxuNFCVA+XDTRcAIpyni8KAHKh4smGk4gRRmPFyVA+XDRRMMJpCjj8aIEKB8ummg4gRRlPF6UAOXDRRMNJ5CijMeLEqB8uGii4QRSlPF4UQKUDxdNNJxAijIeL0qA8uGiiYYTSFHG40UJUD66RYth/5iBM3BeBnqfId2i9Qa97xsB+sQyHxMIApQPF03MB4EUZTxelADlw0UTDSeQoozHixKgfLhoouEEUpTxeFEClA8XTTScQIoyHi9KgPLhoomGE0hRxuNFCVA+XDTRcAIpyni8KAHKh4smGk4gRRmPFyVA+XDRRMMJpCjj8aIEKB8ummg4gRRlPF6UAOXDRRMNJ5CijMeLEqB8uGii4QRSlPF4UQKUDxdNNJxAijIeL0qA8uGiiYYTSFHG40UJUD5cNNFwAinKeLwoAcqHiyYaTiBFGY8XJUD5cNFEwwmkKOPxogQoHy6aaDiBFGU8XpQA5cNFEw0nkKKMx4sSoHy4aKLhBFKU8XhRApQPF000nECKMh4vSoDy4aKJhhNIUcbjRQlQPlw00XACKcp4vCgBysewRXt8fJyurq6m3W53+Hl4eBjCGgI5xMmteBKj+rMigu5SlI8hi5YmZrliG6WL/Vs/COTW57Xm+iP7syaH3lqUjyGLdn9/P8VPPp6fn6e7u7sX+/K9tbcEcu3z2HK9kf3ZkkusTfkYrmhPT0/Tzc3NtN/vXzCL11G2KN2WDwK55Tmtufbo/qzJorcW5WPYouVtY/4yUbQoYBi95YNAbnlOa66dRRvVnzVZ9NaifAxXtPn9f/4yLlqS2HY7uj/b0vGt42L86RNrsQUGF8or2qi39lvjo3wMd0ULUCN/2SaQWxu85voj+7Mmh95alI8hixb3//HvZ/k9ILb+837P1m32jezPNkT+W/WiihannWZG4UYpWZwXgfwP9cd4Nqo/W9OnfAx5Rdsa1rH1CeSxY/zexyFA+XDRxAwQSFHG40UJUD5cNNFwAinKeLwoAcqHiyYaTiBFGY8XJUD5cNFEwwmkKOPxogQoHy6aaDiBFGU8XpQA5cNFEw0nkKKMx4sSoHy4aKLhBFKU8XhRApQPF000nECKMh4vSoDy4aKJhhNIUcbjRQlQPlw00XACKcp4vCgByoeLJhpOIEUZjxclQPlw0UTDCaQo4/GiBCgfLppoOIEUZTxelADlw0UTDSeQoozHixKgfLhoouEEUpTxeFEClA8XTTScQIoyHi9KgPLhoomGE0hRxuNFCVA+XDTRcAIpyni8KAHKh4smGk4gRRmPFyVA+XDRRMMJpCjj8aIEKB/dosWwf8zAGTgvA73PkG7ReoPe940AfWKZjwkEAcqHiybmg0CKMh4vSoDy4aKJhhNIUcbjRQlQPlw00XACKcp4vCgByoeLJhpOIEUZjxclQPlw0UTDCaQo4/GiBCgfLppoOIEUZTxelADlw0UTDSeQoozHixKgfLhoouEEUpTxeFEClA8XTTScQIoyHi9KgPLhoomGE0hRxuNFCVA+XDTRcAIpyni8KAHKh4smGk4gRRmPFyVA+XDRRMMJpCjj8aIEKB8ummg4gRRlPF6UAOXDRRMNJ5CijMeLEqB8uGii4QRSlPF4UQKUDxdNNJxAijIeL0qA8uGiiYYTSFHG40UJUD5cNNFwAinKeLwoAcqHiyYaTiBFGY8XJUD5cNFEwwmkKOPxogQoHy6aaDiBFGU8XpQA5WPYoj0+Pk5XV1fTbrc7/Dw8PAxhDYEc4uRWPIlR/VkRQXcpyseQRUsTs1yxjdLF/q0fBHLr81pz/ZH9WZNDby3Kx5BFu7+/n+InH8/Pz9Pd3d2Lffne2lsCufZ5bLneyP5sySXWpnwMV7Snp6fp5uZm2u/3L5jF6yhblG7LB4Hc8pzWXHt0f9Zk0VuL8jFs0fK2MX+ZKFoUMIze8kEgtzynNdfOoo3qz5osemtRPoYr2vz+P38ZFy1JbLsd3Z9t6fjWcTH+9Im12AKDC+UVbdRb+63xUT6Gu6IFqJG/bBPIrQ1ec/2R/VmTQ28tyseQRYv7//j3s/weEFv/eb9n6zb7RvZnGyL/rXpRRYvTTjOjcKOULM6LQP6H+mM8G9WfrelTPoa8om0N69j6BPLYMX7v4xCgfLhoYgYIpCjj8aIEKB8ummg4gRRlPF6UAOXDRRMNJ5CijMeLEqB8uGii4QRSlPF4UQKUDxdNNJxAijIeL0qA8uGiiYYTSFHG40UJUD5cNNFwAinKeLwoAcqHiyYaTiBFGY8XJUD5cNFEwwmkKOPxogQoHy6aaDiBFGU8XpQA5cNFEw0nkKKMx4sSoHy4aKLhBFKU8XhRApQPF000nECKMh4vSoDy4aKJhhNIUcbjRQlQPlw00XACKcp4vCgByoeLJhpOIEUZjxclQPlw0UTDCaQo4/GiBCgfLppoOIEUZTxelADlw0UTDSeQoozHixKgfLhoouEEUpTxeFEClI9u0WLYP2bgDJyXgd5nSLdovUHv+0aAPrHMxwSCAOXDRRPzQSBFGY8XJUD5cNFEwwmkKOPxogQoHy6aaDiBFGU8XpQA5cNFEw0nkKKMx4sSoHy4aKLhBFKU8XhRApQPF000nECKMh4vSoDy4aKJhhNIUcbjRQlQPlw00XACKcp4vCgByoeLJhpOIEUZjxclQPlw0UTDCaQo4/GiBCgfLppoOIEUZTxelADlw0UTDSeQoozHixKgfLhoouEEUpTxeFEClA8XTTScQIoyHi9KgPLhoomGE0hRxuNFCVA+XDTRcAIpyni8KAHKh4smGk4gRRmPFyVA+XDRRMMJpCjj8aIEKB8ummg4gRRlPF6UAOXDRRMNJ5CijMeLEqB8uGii4QRSlPF4UQKUDxdNNJxAijIeL0qA8jFc0Z6fn6e7u7tpt9v99BP74/0tHwRyy3Nacu3Hx8fp6urqB/uHh4dX5WMm/drv99352B8zp+h1BS5kJ+VjuKL1eGb5yMTeMe+1j0C+13pr6mbJsgyxjdLF/t4jfXntAzB0bm9vDz+p3dOrsI/ycRFFC3Nubm6mp6enzb0gkJuf2AIncH9/P8VPPrJI7b58L7ax/7UPv/AsSpYeumjfCY4WpDT7NUPbALzn89H4LPW7RiHiw2zOOV73rlhxlYsCff78+cdt4/zq13qX+i7aoEXLT8IRrmaBqHrR5kWIovXuJmJ/fOdqr3bxvJ2NmXzfRZt9JI4UpPYTcXaam70cic+SEObfz1KbihYFml/pskxxzPwDMt+bFznXqbKlfAz9HY1M3tIUArnlOS2xdhYhmLePeD0vVLx/rGifPn3CvxzHVbCn1655yc8pH8MWjYzf2gQCufV5LbF+lCdv9UIv7yjafbnO/IoV+9Oz3lXr2HupWWFL+Ri2aCNezSIIBLJCSKIg7b91xev2DxzhSb7ulbB3lUsuLlqS+L4dIUj5fWF+GzM71U1ejsDnPX/xLFsULkuV60WR2n1Ztph97ZbQRUuK37fVgzT7deWX5iMj+1AHUD6GvXUc1R0COer5+rzWJUD5cNFEHwikKOPxogQoHy6aaDiBFGU8XpQA5cNFEw0nkKKMx4sSoHy4aKLhBFKU8XhRApQPF000nECKMh4vSoDy4aKJhhNIUcbjRQlQPlw00XACKcp4vCgByoeLJhpOIEUZjxclQPlw0UTDCaQo4/GiBCgfLppoOIEUZTxelADlw0UTDSeQoozHixKgfLhoouEEUpTxeFEClA8XTTScQIoyHi9KgPLhoomGE0hRxuNFCVA+XDTRcAIpyni8KAHKh4smGk4gRRmPFyVA+XDRRMMJpCjj8aIEKB8ummg4gRRlPF6UAOXDRRMNJ5CijMeLEqB8dIsWw/4xA2fgvAz0PkN+KlpvyPtMwATeRsBFexs/H20CJxFw0U7C5CETeBsBF+1t/Hy0CZxEwEU7CZOHTOBtBFy0t/Hz0SZwEoH/B3f166dSQ5AvAAAAAElFTkSuQmCC[/img][img]data:image/png;base64,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[/img][br][br]What would be the label for the [math]x[/math]-axis?
What would be the label for the [math]y[/math]-axis?
A cylinder has a radius of 4 cm and a height of 5 cm.
What is the volume of the cylinder?
What is the volume of the cylinder when its radius is tripled?
What is the volume of the cylinder when its radius is halved?