# Generating random number list in Python

Sometimes, in making programs for gaming or gambling, we come across the task of creating the list all with random numbers. This task is to perform in general using loop and appending the random numbers one by one. But there is always a requirement to perform this in most concise manner. Let’s discuss certain ways in which this can be done.

Method #1 : Using list comprehension + `randrange()`
The naive method to perform this particular task can be shortened using the list comprehension. randrange function is used to perform the task of generating the random numbers.

 `# Python3 code to demonstrate  ` `# to generate random number list ` `# using list comprehension + randrange() ` `import` `random ` ` `  `# using list comprehension + randrange()  ` `# to generate random number list ` `res ``=` `[random.randrange(``1``, ``50``, ``1``) ``for` `i ``in` `range``(``7``)] ` ` `  `# printing result ` `print` `(``"Random number list is : "` `+`  `str``(res)) `

Output:

```Random number list is : [21, 27, 23, 20, 21, 25, 15]
```

Method #2 : Using `random.sample()`
This single utility function performs the exact required as asked by the problem statement, it generated N no. of random numbers in a list in the specified range and returns the required list.

 `# Python3 code to demonstrate  ` `# to generate random number list ` `# using random.sample() ` `import` `random ` ` `  `# using random.sample() ` `# to generate random number list ` `res ``=` `random.sample(``range``(``1``, ``50``), ``7``) ` ` `  `# printing result ` `print` `(``"Random number list is : "` `+`  `str``(res)) `

Output:

```Random number list is : [8, 46, 45, 49, 15, 6, 31]
```
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