Hi there. This mathematics post is dedicated to the famous irrational number pi (π). As pi starts with 3.1415926535 and then a bunch of endless digits, it is celebrated on **March 14** in a calendar year. Pi is such a famous number that appears in many branches of mathematics and even outside of mathematics. 

This post is an overview where I cover the pi-related topics that I know of and that I am somewhat familiar with. 

**Warning: This is a long post (probably a 10 to 15 minute read). It is also technical. If the technical parts do not suit you skip to the second last section on the pi memes, jokes and apparel.**

Math text rendered with Quicklatex.com

<center><img src="https://cdn.pixabay.com/photo/2016/06/13/07/59/pi-1453836_960_720.jpg" /></center>
<center><a href="https://cdn.pixabay.com/photo/2016/06/13/07/59/pi-1453836_960_720.jpg">Pixabay Image Source</a></center>


&nbsp;

## Topics
---

* What Is Pi?
* Websites That Dedicate To Pi's Digits
* Pi In Geometry
* Pi In Trigonometry
* Calculus Appearances
* Infinite Series
* Complex Numbers & Euler's Formula
* Probability: Normal Distributions / Gaussians
* Cauchy Probability Distribution
* Monte Carlo Simulation Method To Approximate Pi: Circle Inside A Square
* Buffon's Needle Problem
* Pi Memes & Apparel
* Videos About Pi

&nbsp;

## What Is Pi?
---

Pi (symbol: π, pronounced like the food pie) is an irrational number that contains an endless amount of digits after the decimal place.

This value of pi represents the ratio of a circle's circumference (perimeter) to its own diameter. (Screenshot below from MathisFun website)

<center>https://quicklatex.com/cache3/de/ql_e4f27c8eeb90fe5f3f87664dc7eaecde_l3.png</center>

<center>![diameterPicture.PNG](https://images.hive.blog/DQmVV1oML5jWcLvUm1f9zmMWm1VoXggJjR3Pqkt5KMrvNu2/diameterPicture.PNG)</center>

The neat part about pi (π) is that this value holds true regardless of the size of the circle with its circumference and the diameter.

&nbsp;

## Websites That Dedicate To Pi's Digits
---

As pi is an irrational number with infinite digits, there are people and even groups of people that try to obtain as many digits of pi as possible. Some go as far as trying to memorize as many digits as possible. 

There are websites out there that do list the digits of pi. Here are a few.

* [One Million Digits Of Pi](https://www.piday.org/million/)
* [100,000 Digits Of Pi](http://www.geom.uiuc.edu/~huberty/math5337/groupe/digits.html)
* [Pi to 10,000 Digits From The University of Utah](https://www.math.utah.edu/~alfeld/math/pi.html)
* [Google just smashed the world record for calculating digits of pi](https://www.wired.co.uk/article/google-computing-pi-maths)

&nbsp;

With me personally, I do not like memorizing even though I think I am okay at it. Memorizing digits of pi for me does not provide much utility for me. 

<center><img src="https://cdn.pixabay.com/photo/2016/06/13/08/00/pi-1453839_960_720.jpg" /></center>
<center><a href="https://cdn.pixabay.com/photo/2016/06/13/08/00/pi-1453839_960_720.jpg">Pixabay Image Source</a></center>

&nbsp;

## Pi In Geometry
---

Pi is often see in geometry where we deal with circles, cylinders, cones, spheres and anything circular.

One of the first times that pi is seen is from the area and circumference of a circle.

The area of the circle is the radius squared multiplied by the value of pi.

<center>https://quicklatex.com/cache3/dc/ql_c5c68c53fa012d2cb180d6e47d78e4dc_l3.png</center>

For the perimeter or circumference of the circle, we have:

<center>https://quicklatex.com/cache3/33/ql_2079185c48b74a7cac2b7ac78d4ae333_l3.png</center>

Here are the formulas for surface area (SA) and volumes (V) for cylinders, cones and spheres.

<centerhttps://quicklatex.com/cache3/6a/ql_0b823896bd0cf282e5fcc08a3492f36a_l3.png</center>

<center><img src="https://cdn.pixabay.com/photo/2013/07/12/16/58/pi-151602_960_720.png" /></center>
<center><a href="https://cdn.pixabay.com/photo/2013/07/12/16/58/pi-151602_960_720.png">Pixabay Image Source</a></center>

&nbsp;

## Pi In Trigonometry
---

Pi makes additional appearances in high school mathematics in the trigonometry section.

**Degrees To Radians Measures For Angles**

When it comes to measuring angles, the degrees measure is the measure of choice. At the high school level and university level, we move away from degrees and convert angles from degrees to radians. 

One radian is 180 degrees divided by pi.

<center>https://quicklatex.com/cache3/45/ql_c8dbd724fb5b02d7ce641a6899b4a345_l3.png</center>

Multiplying both sides by pi gives the following important result.

<center>https://quicklatex.com/cache3/ce/ql_9a70c03bff5c62feb91c9e5ea74187ce_l3.png</center>

This makes pi a multi-purpose number. Pi can be represented as the number 3.14159 or from pi radians to 180 degrees.

&nbsp;

**Special Right Angle Triangles**

Pi does play a role when it comes to angles in special right angle triangles. I cover two right angled triangles.

With a right angled isoceles triangles, we have the lengths of the legs of 1 unit each. From the Pythagorean theorem, the hypotenuse can be determined to be `sqrt(2)` units. As this isoceles triangle has 180 degrees in total with a right angle, it follows that the two identical angles equal to 90 degrees. This means that each of the two angles are 45 degrees each.

In radians, the 90 degree angle is `pi/2` and each 45 degree angle is `pi/4`.


<center>![isoceles right triangle.PNG](https://images.hive.blog/DQmbtaowHSzRwwRZzrqpghrrmZypXsd1dAY8wJvDf618KSx/isoceles%20right%20triangle.PNG)
</center>

&nbsp;


The second special right angle triangle is derived from an equilateral triangle with 2 units length on each of the three sides. Each angle in the equilateral triangle is 60 degrees or `pi/3`. (Screenshot below from MathisFun website)

![equilateralTriangle.PNG](https://images.hive.blog/DQmS3r8WBFxitjT1Y3VHzSQbFGp4G7ZuqVrxpMGasqTKFVV/equilateralTriangle.PNG)

A perpendicular bisector line is drawn from the top corner of the triangle to the base of the triangle at a 90 degree angle. This splits the equilateral triangle into two right angled triangles. It also meets the base the of the triangle at a right angle.

The smaller right angle triangle has a base length of 1 and a hypotenuse of 2 units. Usage of the Pythagorean Theorem will yield the height of the right angled triangle to be the square root of 2.

In addition, the perpendicular bisector line also splits the top angle of the triangle into two 30 degree (pi/6) angles. This makes the third angle 60 degrees or `pi/3`.

Here is a summary picture. (Screenshot below from MathisFun website)

![equilateralTriangle_rightAngledTriangle.PNG](https://images.hive.blog/DQmf1DFXoHDwsKxWb6tazc9Un4qrRzLLqAbpWMYtMsAFGZY/equilateralTriangle_rightAngledTriangle.PNG)

&nbsp;

**Trigonometric Identities With Pi**

The value of pi (π) does show up in some of trigonometric identities. Remember that `π = 180°` which makes `2π = 360°`, `π/2 = 90°`.

Since 360 or 2π degrees is one whole rotation where you end up and the same spot we have these trigonometric identities. Note that `k` is an integer symbolizing the number of rotations counterclockwise (positive) and clockwise (negative). Theta (θ) is an angle.

<center>https://quicklatex.com/cache3/24/ql_afcbb1bb7df50ec09c877270f2985224_l3.png</center>

These also hold true for the cosecant, secant and cotangent reciprocal trigonometric functions.

There are more trigonometric identities that involve pi but the amount of content there would amount to another post of sorts.


<center><img src="https://cdn.pixabay.com/photo/2016/04/21/12/25/pi-1343261_960_720.jpg" /></center>
<center><a href="https://cdn.pixabay.com/photo/2016/04/21/12/25/pi-1343261_960_720.jpg">Pixabay Image Source</a></center>
&nbsp;

## Calculus Appearances For Pi
---

Pi does show up in calculus from integration. Here are few examples.

<center>https://quicklatex.com/cache3/7e/ql_1849a92534407ab94b788f957ad4157e_l3.png</center>

&nbsp;

**Integral Of Arctan (Tan Inverse) Over The Real Line Domain**

<center>https://quicklatex.com/cache3/31/ql_ceace17f4cce56afaecc85246323e131_l3.png</center>

**Gaussian Integral**

<center>https://quicklatex.com/cache3/5d/ql_a143582cddf0e00cf71b6b4745446a5d_l3.png</center>

This has a more general case of:

<center>https://quicklatex.com/cache3/d5/ql_7aa82e34a1b329d3a67838c9880108d5_l3.png</center>

**Gamma Function**

The Gamma Function does have a couple of usages depending on its input. My first time seeing this Gamma function was from probability theory with the Gamma distribution.

Given a positive integer `n`, the gamma function is represented as a factorial.

<center>https://quicklatex.com/cache3/38/ql_401bab451dd0b940a87ec87cbfbfa538_l3.png</center>

If the number put is a complex number `z` with a positive real number part, the gamma function is an improper integral.

<center>https://quicklatex.com/cache3/ca/ql_ce048b575a7389c644d07cdf84312eca_l3.png</center>

One notable result of the gamma function is https://quicklatex.com/cache3/72/ql_d7747d7878e25599e5bf4069b2b7ce72_l3.png.


You can find more information about pi with calculus from this [Wikipedia page](https://en.wikipedia.org/wiki/List_of_formulae_involving_%CF%80).

<center><img src="https://cdn.pixabay.com/photo/2016/07/06/15/29/math-1500720_960_720.jpg" /></center>
<center><a href="https://cdn.pixabay.com/photo/2016/07/06/15/29/math-1500720_960_720.jpg">Pixabay Image Source</a></center>

&nbsp;

## Infinite Series & Pi
---

There are actually quite a handful of infinite series formulas which have answers involving pi. Some of them are kind of complicated. I showcase a few here.

<center>https://quicklatex.com/cache3/1c/ql_20eef6641f68735f7f917a076cacd11c_l3.png</center>

&nbsp;

## Complex Numbers & Euler's Formula
---

Complex numbers are an extension to the real numbers. In the real number system, taking the square root of a negative number gives an error but not in the complex numbers space. 

The imaginary number `i` is given by https://quicklatex.com/cache3/d8/ql_dcf3a5e989fb9fe7a8d2d8bf272b10d8_l3.png. There is also the property of https://quicklatex.com/cache3/58/ql_2dbe31b2c9d50d3bea1f48eba3d60558_l3.png.

A complex number `z` has a real part `a` and an imaginary part `b` of the form `z = a + bi`.

**Euler's Formula**

Trigonometric functions can be related to the complex exponential function. Here is Leonard Euler's formula given a real number `x`:

<center>https://quicklatex.com/cache3/88/ql_a8152cb1b1624f255aa88aefe56aed88_l3.png</center>

When I was taking a course on complex analysis, the notation that we used was `cis(x)`. This is shorthand notation.

<center>https://quicklatex.com/cache3/f9/ql_3fcccd8a3855a865a63af56c3256d5f9_l3.png</center>

What happens if `x = pi`?

<center>https://quicklatex.com/cache3/1b/ql_d56628afe9157540a09a95cf6ecc181b_l3.png</center>

Rearranging from https://quicklatex.com/cache3/cd/ql_53d9f03bf95ff351988b3c326d977bcd_l3.png, Euler's identity can be obtained.

<center>https://quicklatex.com/cache3/20/ql_ec4d6d1294e58940c34f224fa1189020_l3.png</center>

&nbsp;

References:

* https://en.wikipedia.org/wiki/Euler%27s_formula
* https://en.wikipedia.org/wiki/Cis_(mathematics)
* https://www.mathsisfun.com/numbers/complex-numbers.html

<center><img src="https://cdn.pixabay.com/photo/2016/06/13/07/58/pi-1453835_960_720.jpg" /></center>
<center><a href="https://cdn.pixabay.com/photo/2016/06/13/07/58/pi-1453835_960_720.jpg">Pixabay Image Source</a></center>

&nbsp;

## Probability - Normal Distribution / Gaussians
---

The famous Normal distribution or Gaussian from probability and statistics does include the value of `pi`. Those who are taking a more mathematical version of probability and statistics courses will see the probability density function (p.d.f) for the Normal distribution.

A normal random variable `X` with a mean μ and its variance https://quicklatex.com/cache3/25/ql_4626cea2b9c8821dad6f85e3ae052025_l3.png has the probability density function of:

<center>https://quicklatex.com/cache3/50/ql_69c763b737c87d8c3fba49a5d1ef2450_l3.png</center>

The special case of the normal distribution is the standard normal distribution. This is where the normal random variable `Z` has a mean μ is equal to 0 and the variance https://quicklatex.com/cache3/25/ql_4626cea2b9c8821dad6f85e3ae052025_l3.png is equal to the value of 1. 

<center>https://quicklatex.com/cache3/38/ql_c02486f94a037858ae0672528642bf38_l3.png</center>

Note that the standard normal distribution is used when it comes to finding probabilities given z-scores. (A z-score is the amount of standard deviations away from the mean for a value in a numeric list of values.) When a probability is computed given a z-score, we are actually using a cumulative density function (c.d.f). This is for computing the probability or area under the curve from negative infinity to a given z-score (z).

This probability is represented as an integral for math based probability and statistics courses. Introductory statistics students will almost never see a math integral. 

<center>https://quicklatex.com/cache3/da/ql_3f81c72bab1860ad03538c749d2493da_l3.png</center>

If you want the probability greater than a value https://quicklatex.com/cache3/a8/ql_3a2eee649c094af407f6b5db0e8918a8_l3.png.

&nbsp;


**Normal Distribution Integral & Probability Equal To 1**

From negative infinity to positive infinity, the area under the entire curve for the standard normal distribution is 1. Mathematically this is represented as:

<center>https://quicklatex.com/cache3/40/ql_d722379a378c216663d1ce882c53f140_l3.png</center>

With the property of integrals, the one over the root of 2 pi can be moved outside the integral. Then we can multiply both sides by the square root of 2 pi to obtain a calculus integral result.

<center>https://quicklatex.com/cache3/12/ql_98ae36f07d13bc0dcba8278bad898712_l3.png</center>

This last integral above follows the general form of the Gaussian function (mentioned earlier). Substitute `a = 1/2` below to obtain the result above.

<center>https://quicklatex.com/cache3/d5/ql_7aa82e34a1b329d3a67838c9880108d5_l3.png</center>


&nbsp;

**The Error Function**

Another concept related to the integral above is called the error function or `erf`. I have seen it once and don't really use it. The function is expressed as:

<center>https://quicklatex.com/cache3/ec/ql_99d0514ceca056178e5c5c019d6360ec_l3.png</center>

References:

* https://mathworld.wolfram.com/NormalDistribution.html
* https://equplus.net/eqninfo/Equation-258.html
* https://mathworld.wolfram.com/Erf.html

<center><img src="https://cdn.pixabay.com/photo/2016/06/09/19/31/pie-1446373_960_720.jpg" /></center>
<center><a href="https://cdn.pixabay.com/photo/2016/06/09/19/31/pie-1446373_960_720.jpg">Pixabay Image Source</a></center>

&nbsp;

## Probability - Cauchy Distribution
---

Reference: https://www.itl.nist.gov/div898/handbook/eda/section3/eda3663.htm

The Cauchy distribution is not as well known to many versus the Normal distribution. Both the Normal distribution and the Cauchy Distribution do look similar.

Here is the generalized probability density function (p.d.f) for the Cauchy Distribution with the location parameter `t` and the scale parameter `s`.

<center>https://quicklatex.com/cache3/07/ql_e44b1efadbd3f5528dd8d9430298c707_l3.png</center>

Setting `t = 0` and `s = 1` turns the above into the **standard Cauchy distribution**.

<center>https://quicklatex.com/cache3/4b/ql_b0ec6f04f6f5e8588673e1c2261eca4b_l3.png</center>

The maximum value for the standard Cauchy distribution is https://quicklatex.com/cache3/ba/ql_3b5b1e700f1359a02da0513529f099ba_l3.png which occurs at `x = 0`.


&nbsp;

## Monte Carlo Simulation Method To Approximate Pi: Circle Inside A Square
---

An approximate value of pi can be obtained with the use of Monte Carlo Simulations from the probability and statistics field. This particular Monte Carlo method uses simulated or sampled random variables to help with the estimation for the value of pi.

This simulation involves a square with 2 units in length. The points of the square are at `(-1, 1)`, `(1, 1)`, `(-1, -1)` and `(1, -1)`. Add a circle of radius 1 centered at the origin inside the square.  (Desmos screenshot)

<center>![circle_inSquare.png](https://images.hive.blog/DQmPSd86d1CChj5wwgV67eLz21HvPW4CobyturzZdc9kiuA/circle_inSquare.png)
</center>


The area of the unit circle is simply `pi` while the area of the square is 4 square units. Dividing the area of the unit circle by the area of the square gives `pi/4`. This `pi/4` value is what needs to be estimated.


**Monte Carlo Simulation For Approximating Pi**

In a given trial here are the steps.

**Step One**

Simulate 2 Uniform Random Variables from -1 to 1. The first uniform random variable is for the x-coordinate and the second uniform random variable is for the y-coordinate. That is https://quicklatex.com/cache3/fa/ql_2464309bd7c1d14a9fb037de7f1285fa_l3.png and https://quicklatex.com/cache3/8b/ql_e59767b25cb6dc9ce98571eb59632d8b_l3.png.

**Step Two**

If https://quicklatex.com/cache3/41/ql_6dd7efc3d2e4c435eda1dd1b6f019341_l3.png then the generated (X, Y) point is in the unit circle. If not, then that point is outside the circle but in the square.

**Step Three**

Run the above two steps, until all the `n` trials are done.

---

After `n` trials, the ratio of interest is:

<center>https://quicklatex.com/cache3/60/ql_1222ee700dfc794fecf072eaa538ba60_l3.png</center>

&nbsp;

This ratio is an estimate for https://quicklatex.com/cache3/60/ql_3980c5f2eee4c2d784a8f82ad14a4960_l3.png. As more trials are done, the ratio gets closer to the value of https://quicklatex.com/cache3/60/ql_3980c5f2eee4c2d784a8f82ad14a4960_l3.png. You could do 4 times the ratio to estimate pi itself.

I have a [simple app](https://dkmathstats.shinyapps.io/monteCarlo_estimatePi/) done with R programming and RShiny that does this simulation.


![monteCarlo_simApp.PNG](https://images.hive.blog/DQmWdRvT1y9Lhb6qRgJakJUyuKBPM6sPYHQxaLZxLrBnqPh/monteCarlo_simApp.PNG)



&nbsp;

## Buffon's Needle Problem
---

Reference: https://mathworld.wolfram.com/BuffonsNeedleProblem.html

This problem is quite technical. When I first heard about it, I got confused. I am not the best of explaining the entire details of it so I add a supplementary Youtube video for this.

You have equally spaced parallel lines that are spaced evenly with a distance of let's say `d` units. The objective is to find the probability that a needle of length `l` will land on one of the parallel lines. A needle on the floor may not be positioned in the same way. 

Here is one Youtube video (shown below) that explains the problem and the solution. The video use a needle of length one and two units between the parallel lines. The answer does involve `pi`. In fact, the probability of the needle crossing the line is https://quicklatex.com/cache3/ba/ql_3b5b1e700f1359a02da0513529f099ba_l3.png.

https://www.youtube.com/watch?v=szUH1rzwbAw

&nbsp;


## Pi Memes, Jokes & Apparel
---

There are people who love pi (π) love so much, they have made jokes, memes and apparel associated with pi. Although I do not own a shirt from them, Snorg Tees have some neat shirts with pi on it.


![snorgTees_pi01.PNG](https://images.hive.blog/DQmWB6NXtHF5ACw7RjamJiXNyqMy9g9i87f58CsnLrBFuQh/snorgTees_pi01.PNG)


![snorgTees_pi02.PNG](https://images.hive.blog/DQmTNmeUecpRdXq4QDT4CoUrKH6uspuxeMFanVtrwuJh4eB/snorgTees_pi02.PNG)

Here are a few links that contain pi jokes.

* https://www.rd.com/list/corny-math-jokes-pi-day/
* https://www.distractify.com/p/pi-day-memes
* https://nineplanets.org/pi-jokes/

&nbsp;

## Videos About Pi
---

As I am one guy, I cannot cover everything about pi. Here are some videos on pi.

* [Math Antics - Circles, What Is PI?](https://www.youtube.com/watch?v=cC0fZ_lkFpQ)
* [The Pi Song (Memorize 100 Digits Of π) | SCIENCE SONGS](https://www.youtube.com/watch?v=3HRkKznJoZA)
* [3 Ways Pi Can Explain Practically Everything](https://www.youtube.com/watch?v=zMInC0Dk9l0)
* [The Most Unusual Ways Pi Shows Up In Mathematics | Can You Explain These?](https://www.youtube.com/watch?v=nxq9BtIcjDM)
* [A Brief History of Pi](https://www.youtube.com/watch?v=1-JAx3nUwms)

&nbsp;

---

That is my overview of the number π. This number shows up in so many places in mathematics. More than you think.

<center><img src="https://cdn.pixabay.com/photo/2014/01/29/05/44/math-254087_960_720.png" /></center>
<center><a href="https://cdn.pixabay.com/photo/2014/01/29/05/44/math-254087_960_720.png">Pixabay Image Source</a></center>

<center>Thank you very much for reading.</center>