Table Patterns
This investigation requires some knowledge of modular arithmetic and
congruence classes. Some elementary principles will be reviewed here, but
a more thorough understanding will have to come from other sources.
Review:
Given an integer n, integers a and b are congruent
modulo n, if and only if n divides (a – b). Equivalently,
when a and b are divided by n, both leave the same
least nonnegative integer remainder.
The congruence class of a modulo n (denoted [a])
is the set of all integers congruent to a. That is, if a
and b are congruent modulo n, then they belong to the same
congruence class, so [a] = [b]. There are n distinct
congruence classes modulo n. A class is often denoted by its least nonnegative
element: [0], [1], ... , [n – 1]. The set of all congruence classes
modulo n is denoted Zn. Some useful properties
of modular arithmetic:
[a] + [b] = [b] + [a] = [a + b]
[a][b] = [b][a] = [ab]
Investigation:
This idea began in a linear algebra class. The professor was handing
out copies of multiplication tables in Z25. I saw nothing
remarkable about my copy, but the page in the professor's hand looked completely
different. In fact, it was identical, but the numbers in his copy seemed
to form a circular pattern. He was standing about ten feet away from me,
and it was more noticeable from a distance. Do you see the ring patterns
in this table? If not, try looking at it from a distance, or squint your
eyes.

You may notice that the indices of this table, contrary to convention,
increase from the lower left rather than the upper left. And the zero index
was represented twice on each axis. One reason for this was so that it
would be easier to see the symmetries. If you examine the table closely,
you will see that it has reflection symmetry on both of the diagonals.

Let a represent the index corresponding to the horizontal axis,
and let b represent the vertical index. Each cell may be given coordinates
(a, b), and the cells contents are [a][b], reduced to its least non‑negative value.
It should be easy to see why the table is reflected on the diagonal that
intersects the lower left corner. When (a,b) is reflected
on that line, its image is (b, a), and the value of its image
is [b][a]. Modular multiplication is commutative, so [a][b]
= [b][a].
What about the other diagonal? The image of (a, b), reflected
on the second diagonal is (25 – b, 25 – a), and its value is [25 – b][25 – a]. Why is that equal to [a][b]? Note that 25 – 0 = 25, which is divisible by 25, so 25 and 0 are congruent modulo 25.
[25 – a] = [25 – a – 0] = [25 – a] – [0] = [25 – a] – [25] = [25 – a – 25] = [–a]
By the same reasoning, [25 – b] = [–b]
Therefore, [25 – b][25 – a] = [–b][–a] = [(–b)(–a)] = [ba] = [ab] = [a][b]
The reflections are simple enough to explain, but what about the circle
patterns? We see the patterns because, at a distance, some numerals appear
lighter than others. Specifically, the single‑digit numerals are lighter
than the two‑digit numerals. Let's modify the chart. All numbers less than
10 will be replaced by a capital “O”. All other numbers will
be replaced by an empty space. This way we should see the same pattern, but hopefully with
more contrast.

Notice that the lower left corner has a cluster of marks because of
the small numbers. In fact, the entire left column has marks, because those
cells all have a value of zero. Pick any row, and follow it from left to
right. It will not have a blank space until the cell has a value of 10
or more. We cannot always isolate the spot where its value reaches 10,
because we are working with a discrete set. For instance, follow the row
(a, 3). It goes from (3, 3), with a value of 9, to (4, 3), which has
a value of 12. It skips 10 altogether.
To get around this problem, superimpose the x-y Cartesian
plane over the table. The origin is at the center of cell (0, 0). At the
center of each cell, (a, b) has those planar coordinates. Now we
can say that, moving from left to right, the first blank cell can only
occur after we cross the curve xy = 10, a hyperbola. Continuing
in that same direction, the first marked cell occurs after we cross another
hyperbola, xy = 25 (remember, [25] = [0]). And then the next blank
is after xy = 35 (because [35] = [10]). Five curves of this family are plotted
over the table in the image below. Notice how the marks are nested into
them.

Now try looking at it another way. Once again, we are looking for a
continuous curve such that (a, b) would fall on the curve
if [a][b] = [10]. But look what we can do with that equation:
[a][b] = [10]
[a – 25][b] = [10]
[a – 25][b] = [–15]
(x – 25)y = –15
(25 – x)y = 15
This curve has a different look, while it still wraps the circles well. Five curves from this family are plotted here. Remember, the reflection symmetries of the table are on the diagonals, so these curves are not reflections of the previous family.

Remember the diagonal reflections? The chart has symmetry on both diagonals,
so it must be possible to reflect these hyperbolas and retain the same
properties. Each of the hyperbolas is already symmetrical about one of
the diagonals, but it may be reflected across the other. We have defined
ten curves so far. After reflecting each of them, we will have twenty. The product of the two reflections is a dilation on the center of the table by scale factor –1. That transformation was used to complete the table. See if you can derive the ten equations that would render the same curves.

Now it is taking shape. We were not seeing circles in the table at all.
They were hyperbolas, all opening toward the center of the table.
Suggestions:
The tables on this page were created with a spreadsheet. See if you
can duplicate them. Try using a modulus other than 25. If you make the
cells small enough, you should be able to create a table with modulus 100.
It will be illegible, but the patterns will be even more well defined.
Only twenty hyperbolas were plotted here. Fill in some of the others.
What are the equations for the reflected hyperbolas? These sketches were
created by embedding a spreadsheet into a Geometers Sketchpad document. I was able to get good results with Autograph too. One challenge was to make the spreadsheet with precisely square cells. The problem is that Excel uses different scales for the horizontal and vertical dimensions. Can
you come up with a better way?
Back to Whistler Alley Mathematics
Last update: June 10, 2026 ... Paul Kunkel whistling@whistleralley.com For email to reach me, the word geometry must appear in the body of the message.
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