Science data interpretation and experimental design

Reading charts, tables, and scientific graphs

You’ll see a lot of charts and graphs on the GED science test, and your job is to pull numbers and patterns out of them, not to remember facts.

1. What you can get from a data display

Most charts/graphs let you answer three main kinds of questions:

  • Exact numbers
    Values at specific points.

  • Trends
    Whether something is going up, down, or staying about the same.

  • Comparisons
    Which is greater/smaller, faster/slower, or more/less.

Example: Reading a table

Imagine you see this in a question:

DayTemperature C
Mon18
Tue20
Wed24
Thu22

You might be asked:

  • “On which day was the temperature highest?”

    • Look at the Temperature column: 18, 20, 24, 22 → highest is 24 on Wed.
  • “Between which two days did the temperature decrease?”

    • Check day-to-day:
      • Mon→Tue: 18→20 (increase)
      • Tue→Wed: 20→24 (increase)
      • Wed→Thu: 24→22 (decrease)

Example: Using a bar graph

Suppose you see a bar graph of plant heights after 4 weeks:

Fertilizer typeAverage height cm
None10
A15
B13

Questions you might answer:

  • “Which fertilizer led to the tallest plants?”

    • Longest bar = A (15 cm).
  • “How much taller were plants with fertilizer A than with none?”

    • Subtract: 1510=515 - 10 = 5 cm taller.

Example: Using a line graph

Line graphs are great for seeing change over time.

Say you have:

WeekBacteria count
1100
2200
3300
4250

From this, you can see:

  • From week 1 to 3: increases (100 → 200 → 300).
  • From week 3 to 4: decreases (300 → 250).
  • Total increase from week 1 to week 4: 250100=150250 - 100 = 150 bacteria.

When you’re stuck, point your finger (literally) at the part of the chart that answers the question:
number questions → axis/column numbers; trend questions → shape of line or bar lengths.

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