# Python Multidimensional arrays

Python Multidimensional arrays are another fascinating concept to learn for beginners. Learn more about Python Multidimensional arrays here.

## Python Multidimensional arrays: Lists in lists

A good way to visualize a 2d array is as a list of lists. Something like this:

`lst=[[1,2,3],[4,5,6],[7,8,9]]`

here the outer list lst has three things in it. each of those things is another list: The first one is: [1,2,3], the second

one is: [4,5,6] and the third one is: [7,8,9]. You can access these lists the same way you would access another other element of a list, like this:

`print (lst[0])`

#### output: [1, 2, 3]

`print (lst[1])`

#### output: [4, 5, 6]

`print (lst[2])`

#### output: [7, 8, 9]

You can then access the diﬀerent elements in each of those lists the same way:

`print (lst[0][0])`

#### output: 1

`print (lst[0][1])`

#### output: 2

Here the first number inside the [] brackets means get the list in that position. In the above example we used the number 0 to mean get the list in the 0th position which is [1,2,3]. The second set of [] brackets means get the item in that position from the inner list. In this case we used both 0 and 1 the 0th position in the list we got is the number 1 and in the 1st position it is 2

You can also set values inside these lists the same way:

`lst[0]=[10,11,12]`

Now the list is [[10,11,12],[4,5,6],[7,8,9]]. In this example we changed the whole first list to be a completely new list.

`lst[1][2]=15`

Now the list is [[10,11,12],[4,5,15],[7,8,9]]. In this example we changed a single element inside of one of the inner lists. First we went into the list at position 1 and changed the element within it at position 2, which was 6 now it’s 15.

## Lists in lists in lists in..

This behaviour can be extended. Here is a 3-dimensional array:

`[[[111,112,113],[121,122,123],[131,132,133]],[[211,212,213],[221,222,223],[231,232,233]],[[311,312, 313],[321,322,323],[331,332,333]]]`

As is probably obvious, this gets a bit hard to read. Use backslashes to break up the diﬀerent dimensions:

`[[[111,112,113],[121,122,123],[131,132,133]],\[[211,212,213],[221,222,223],[231,232,233]],\[[311,312,313],[321,322,323],[331,332,333]]]`

By nesting the lists like this, you can extend to arbitrarily high dimensions.

Accessing is similar to 2D arrays:

`print(myarray)print(myarray[1])print(myarray[2][1])print(myarray[1][0][2])etc.`

And editing is also similar:

`myarray[1]=new_n-1_d_listmyarray[2][1]=new_n-2_d_listmyarray[1][0][2]=new_n-3_d_list #or a single number if you're dealing with 3D arrays etc.`