# 6. Graphs of Functions Defined by Tables of Data

When performing an experiment, or observations, we'll have a table of values. If we graph the data, we can get a better insight into the relationship between our variables.

Such data values would indicate whether the variables are related (ie. have a formula that links them).

We have 2 possible situations:

1. The data points can be joined by a smooth curve, because the values in between the given data points have meaning. An example would be temperatures taken at the beginning of each month. We would join these with a smooth curve because the temperature rises (or falls) during the month. Such data arises from measurement and is called "continuous" data.
2. We need to use a bar graph (histogram) since the data is not "smooth". That is, the values between the given data points would have no meaning. An example of this case would be if we count a number of objects produced monthly by a factory. Such data is called "discrete".

### Example 1

The number of ice creams produced by an Australian factory in each month is given in the following table (The hottest month is February):

 Month Factory output Jan Feb Mar Apr May Jun 10 490 12 325 10 201 7 496 4 816 3 678

 Month Factory output Jul Aug Sep Oct Nov Dec 2 532 2 890 3 312 5 754 7 312 9 690

Plot these data.

### Example 2

Oil is collected from an engine and allowed to cool. Its temperature was recorded each minute as follows:

 Time (min) Temp (°C) 0 1 2 3 4 5 150 143.5 137.9 135.1 132.6 131.5

Plot the graph.

## Estimating values

We can estimate values of one variable for given values of the other.

For instance, the temperature after 2.5 min can be estimated from the graph as 137°\ "C" (dark red arrows below).

Similarly, the time taken for the oil to cool down to 141.0°\ "C" is estimated to be 1.4 min (dark green arrows).

## Linear Interpolation

A more accurate way of estimating values from a graph is called linear interpolation.

Linear interpolation assumes that if a particular value lies between two of those listed in the table, then the corresponding value of the other variable is at the same proportional distance between the listed values.

Let's see how this works in an example.

### Example 3

Use linear interpolation to find the temperature of the oil after 1.4 min:

 Time (min) Temp (°C) 1 1.4 2 143.5 ??? 137.9

### Exercise

In a biology lab, an experimenter observes the rate of growth of a bacteria colony at various temperatures, as shown in the table.

 Temp (°C) Rate (mg/min) 20 30 40 50 60 70 80 0.21 0.3 0.37 0.45 0.52 0.57 0.62

By means of linear interpolation, for temp = 36°, find the rate.

Didn't find what you are looking for on this page? Try search:

### Online Algebra Solver

This algebra solver can solve a wide range of math problems. (Please be patient while it loads.)

Play a math game.

(Well, not really a math game, but each game was made using math...)

Sign up for the free IntMath Newsletter. Get math study tips, information, news and updates each fortnight. Join thousands of satisfied students, teachers and parents!

Given name: * required

Family name:

email: * required

See the Interactive Mathematics spam guarantee.