There are at least two ways a set of data can be checked to be points on a circle and determine the radius as well.
First, the radius of curvature can be measured using three consecutive points.
This is a little advanced for all but second year calculus students. Another
way is to assume that the points lie on a circle of a given radius

.
For this purpose it is most convenient to place the origin at the left most
point of the circle. For example the circle of radius

with center at the origin is written as

but as a circle with left-most point passing through the origin it has the
equation

with graph shown below.

Continuing with an arbitrary radius

and expanding

we get

which simplifies to

.
Solving for the radius

we obtain

After
obtaining our coordinates

along
the "suspected" circle we compute the value

for
each
We confirm that the curve in question is a circle if all the values 
are about the same.
Here's and example:
First import the image into Digitizer 1.0. You will obtain something like
that shown below.

Next define an origin (the red cross) and a point on the

-axis.
Specify its value.

Now digitize points along the circle and show the data.

The next step is to copy the data from the Digitizer data table into your
spreadsheet and parse the data into columns. We show the pasted and then
parsed data.

The final step is the computation of the

for each of the data points. Note that this method does not require multiple
data points for a single computation.

As
is evident the data very nearly supports the hypothesis that the curve is
indeed a circle. Note that the first point selected did not give accurate
results. Why???
In summary, we required mathematics to use a proper model to test our hypothesis, the digitizer to make coordinates, and a spreadsheet to analyze the data.
This document created by Scientific Notebook 4.0.