In this article, I will explain the usage of the `random`

module in Python. As the name implies it allows you to generate random numbers.

This random module contains pseudo-random number generators for various distributions.

The function `random()`

is one of them, it generates a number between 0 and 1.

But there are other like the functions `randint(min,max)`

and `randrange(max)`

.

**Related Course:** Complete Python Programming Course & Exercises

## Introduction

Lets start with the absolute basic random number generation. The function `random.random()`

.

The function `random()`

returns the next random float in the range [0.0, 1.0].

To use the `random()`

function, call the `random()`

method to generate a real (float) number between 0 and 1.

import random |

This outputs any number between 0 and 1. For most apps, you will need random integers instead of numbers between 0 and 1.

## Generate random numbers

The function `randint()`

generates *random* integers for you. If you call the function, it returns a random integer `N`

such that `a <= N <= b`

.

The `randint()`

method to generates a whole number (integer). You can use `randint(0,50)`

to generate a random number between 0 and 50.

import random |

To generate random integers between 0 and 9, you can use the function `randrange(min,max)`

.

from random import randrange |

You can use `randint(min,max)`

instead:

import random |

Change the parameters of randint() to generate a number between 1 and 10.

import random |

**Related Course:** Complete Python Programming Course & Exercises

## List of random numbers

If you want to generate a list of random number, you can do so by using a for loop.

To generate a list of 100 random numbers:

import random |

But this can be done in a much more compact way in Python, with a one liner.

The function to use is `sample()`

which shuffles the input list, in the example below it shuffles the created list `range(1,101)`

.

That is to say, `range(1,101)`

creates a list of numbers 1 to 100.

```
>>> list(range(1,101))
[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100]
```

Then the function `sample()`

shuffles that list in random order.

import random |

## Choosing random items from a list

You can use the `sample()`

method to put the list in a random order. But you can also use it get random items from a list.

If you want 3 random items from the list, you add `3`

as second parameter of the `sample(list)`

method.

import random |

If you want to pick a random item, you can use the `choice(list)`

method. But this returns only one element.

import random |

You can use the method `shuffle(list)`

to shuffle the list order and then use the first index as random number.

import random |

The recommended way to do this is using the `choice()`

method, but all of these work.

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