Science Grade 9-12

Science: Graphing Scientific Data Choosing the Right Chart Type

Selecting effective charts for experimental results

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Selecting effective charts for experimental results

Science - Grade 9-12

Instructions: Read each situation carefully. Choose the most appropriate chart type and explain why it fits the data. Show your reasoning in the space provided.
  1. 1
    A line graph with points rising over time next to a small bean plant.

    A biology student measures the height of a bean plant every two days for three weeks. Which chart type would best show how the plant's height changes over time? Explain your choice.

  2. 2
    A bar chart comparing four heated liquids in beakers.

    A chemistry class records the final temperature of four different liquids after each liquid is heated for the same amount of time. Which chart type would best compare the final temperatures? Explain your choice.

  3. 3
    A pie chart divided into slices representing gases in Earth’s atmosphere.

    A student wants to show the percentage of gases in Earth's atmosphere, such as nitrogen, oxygen, argon, and carbon dioxide. Which chart type would best show the parts of the whole atmosphere? Explain your choice.

  4. 4
    A scatter plot with an upward curve next to a cart on a ramp.

    A physics student measures the distance traveled by a cart at different times as it rolls down a ramp. The student wants to analyze the relationship between time and distance. Which chart type should be used? Explain your choice.

  5. 5
    A bar chart comparing fish species counts across reef sites.

    A marine scientist counts the number of fish species found at five different reef sites. Which chart type would best compare the species counts among the reef sites? Explain your choice.

  6. 6
    A peaked line graph showing enzyme activity changing across pH levels.

    A student measures enzyme activity at different pH levels: 3, 5, 7, 9, and 11. Which chart type would best show how enzyme activity changes with pH? Explain your choice.

  7. 7
    A bar chart showing survey counts for different science subjects.

    A survey asks 200 students to choose their favorite science subject: biology, chemistry, physics, environmental science, or astronomy. Which chart type would best display the number of students choosing each subject? Explain your choice.

  8. 8
    A long-term line graph with a rising temperature trend beside a globe.

    A climate scientist wants to show average global temperature from 1880 to the present. Which chart type should be used to show the long-term trend? Explain your choice.

  9. 9
    Two box-and-whisker plots comparing distributions of penny masses.

    A student compares the masses of pennies made before 1982 and after 1982 using many measurements from each group. The student wants to show the distribution of masses in the two groups. Which chart type would be useful? Explain your choice.

  10. 10
    A scatter plot with points trending upward next to a bird silhouette.

    A researcher records the wing length and body mass of 50 birds to see whether larger birds tend to have longer wings. Which chart type is most appropriate? Explain your choice.

  11. 11
    A three-slice pie chart representing rock type percentages.

    A geology class wants to display the relative percentages of rock types found in one sample: igneous, sedimentary, and metamorphic fragments. Which chart type should they use? Explain your choice.

  12. 12
    A line graph rising across five points next to a steaming saltwater beaker.

    A student tests how the concentration of salt in water affects the boiling point. The student uses five salt concentrations and records the boiling point for each one. Which chart type would best show the relationship? Explain your choice.

  13. 13
    An increasing line graph beside a petri dish with bacterial colonies.

    A lab group records the number of bacteria colonies in a petri dish every hour for 12 hours. Which chart type would best show the change in colony count over time? Explain your choice.

  14. 14
    A histogram with touching bars representing earthquake frequency intervals.

    A student has data showing the number of earthquakes in each magnitude range: 2.0 to 2.9, 3.0 to 3.9, 4.0 to 4.9, and 5.0 to 5.9. Which chart type best shows the frequency of earthquakes in these numerical intervals? Explain your choice.

  15. 15
    A comparison of connected categorical points and a separate bar chart for animal heart rates.

    A student makes a graph with animal species on the x-axis and average heart rate on the y-axis, using connected points. The species are mouse, rabbit, dog, horse, and elephant. Explain why the connected line may be misleading and identify a better chart type.

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