## General

• Index starts with `0`.
• Slice: `x[1:4]` gives elements from `x[1]` to `x[3]` inclusive (takes `1`, not `4`).
• `x[:3] + x[3:]` gives exactly `x`.

## Properties

Ordered (different order, different list):

``````x = [1, 2]
y = [1, 2]
z = [2, 1]

x == y
x == z
``````
``````True
False
``````

Mutable (we can change elements in list),

``````x = [1, 2, 3]
x[1] = 5
print(x)

# change mutiple elements
y = [1, 2, 3, 4, 5]
y[1:3] = [20, 30]
print(y)
``````
``````[1, 5, 3]
[1, 20, 30, 4, 5]
``````

## Create

Directly,

``````x = [1, "Thi", 3] # mixed datatypes
y = [[1, 2, 3],
[4, 5, 6]] # nested list
z = [] # empty list

print(x)
print(y)
print(z)
``````
``````[1, 'Thi', 3]
[[1, 2, 3], [4, 5, 6]]
[]
``````

From other types,

``````a = (1, 2, 3) # tuple
x = list(a)

print(a)
print(x)
``````
``````(1, 2, 3)
[1, 2, 3]
``````

With `for` (List comprehensions),

``````x = [i for i in range(4)]
print(x)
``````
``````[0, 1, 2, 3]
``````
``````# list comprehension with if
[e for e in lst if e>0]

# list comprehension with if else
[x+1 if x >= 45 else x+5 for x in l]
``````
``````# 2 fors in list comprehension
[(x,y) for x in seq_x for y in seq_y]
[entry for tag in tags for entry in entries if tag in entry]

a = [[1,2], [3,4]]
{i for e in a for i in e}
# {1, 2, 3, 4}
``````

Create a list from range,

``````[*range(10, 21, 1)]
``````
``````[10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20]
``````

A list of random int numbers,

``````random.sample(range(10, 30), 5)
# [16, 19, 13, 18, 15]
``````

## Copy

Donâ€™t use `y = x` directly!

``````x = [1, 2, 3]
y = x
z = x.copy()
t = x[:]
u = list(x)

x[2] = 30 # x changes
print(x)
print(y) # y changes with x
print(z) # z doesn't change
print(t) # t doesn't change
print(u) # u doesn't change
``````
``````[1, 2, 30]
[1, 2, 30]
[1, 2, 3]
[1, 2, 3]
[1, 2, 3]
``````

## Access elements

Normal list (1 dimensional),

``````x = [1, 2, 3, 4]

print(x[0]) # single index
print(x[:2]) # slice
print(x[-2]) # negative index
``````
``````1
[1, 2]
3
``````

Nested list,

``````y = [[1, 2, 3],
[4, 5, 6]]

print(y[0][1]) # single element
print(y[1]) # row 1
print([row[1] for row in y]) # column 1
``````
``````2
[4, 5, 6]
[2, 5]
``````

## Get length

``````x = [1, 2, 3, 4]
y = [[1, 2, 3],
[4, 5, 6]]

print(len(x))
print(len(y)) # number of rows
print(len(y[0])) # number of columns

import numpy as np
np.shape(y)
``````
``````4
2
3

(3,4)
``````

``````x = [1, 2, 3]

x.append(4) # single element
print(x)

x.extend([5, 6]) # another list
print(x)
``````
``````[1, 2, 3, 4]
[1, 2, 3, 4, 5, 6]
``````

``````x = [1, 2]
x.insert(30, 3)  # at 30th position --> add to the last
print(x)

y = [1, 2]
y.insert(1, 3)
print(y)
``````
``````[1, 2, 3]
[1, 3, 2]
``````

With slices (it likes the intersection between indexes of the current list with indexes indicated in the slice):

``````x = [1, 2]
x[5:7] = [3, 4]
print(x)

y = [1, 2]
y[2:2] = [3, 4, 5]
print(y)
``````
``````[1, 2, 3, 4]
[1, 2, 3, 4, 5]
``````

## Remove elements

Using the keyword `del`:

``````x = [1, 2, 3, 4, 5]
print(x)

del x[1]
print(x)

del x[:2]
print(x)

del x  # delete entire list
print(x)
``````
``````[1, 2, 3, 4, 5]
[1, 3, 4, 5]
[4, 5]
NameError: name 'x' is not defined
``````

Using `.remove()` to remove a value in list (it removes the first found value):

``````x = [1, 2, 3, 4, 3]
x.remove(3) # remove the first found value "3"
print(x)
``````
``````[1, 2, 4, 3]
``````

If you wanna remove all specific value from a list:

``````x = [1, 2, 3, 4, 3]
x = [i for i in x if i != 3]
print(x)
``````
``````[1, 2, 4]
``````

Using `.pop()` to remove and return the deleted element.

``````x = [1, 2, 3, 4]
y = x.pop(2)  # delete at 2nd position
print(x)
print(y)

z = x.pop()  # delete the last element
print(x)
print(z)
``````
``````[1, 2, 4]
3
[1, 2]
4
``````

Using `.clear()` to empty a list:

``````x = [1, 2, 3]
x.clear()
print(x)
``````
``````[]
``````

Special case, using a empty list:

``````x = [1, 2, 3, 4]
x[1:3] = []
print(x)
``````
``````[1, 4]
``````

## 2 lists

### Intersection

``````list(set(a) & set(b))
``````

### Coupling 2 lists

Using `+` and `*` (repeat),

``````x = [1, 2, 3]
print(x + [4, 5, 6])
print(["re"] * 3)
``````
``````[1, 2, 3, 4, 5, 6]
['re', 're', 're']
``````

## Sort a list

Return a sorted list but not change the list:

``````x = [1, 5, 3, 2, 4]
print(sorted(x)) # ASC
print(sorted(x, reverse=True)) # DESC
print(x) # x doesn't change
``````
``````[1, 2, 3, 4, 5]
[5, 4, 3, 2, 1]
[1, 5, 3, 2, 4]
``````

Sort and change a list:

``````x = [1, 5, 3, 2, 4]
x.sort() # return None, ASC
print(x) # x does change
x.sort(reverse=True) # DESC
print(x)
``````
``````[1, 2, 3, 4, 5]
[5, 4, 3, 2, 1]
``````

## Reverse a list

``````x = [1, 2, 3, 4]
y = x[::-1] # x doesn't change
print(x)
print(y)
x.reverse() # x changes
print(x)
``````
``````[1, 2, 3, 4]
[4, 3, 2, 1]
[4, 3, 2, 1]
``````

## Map a function to each element

If you wanna apply a function to each element in an iterable:

``````square = lambda x: x * 2
x = [1, 2, 3, 4] # can be tuple or other iterable
y = map(square, x) # return a map object
print(list(y))
``````
``````[1, 4, 9, 16]
``````

## Get indexes

### Get indexes with for

``````courses = ['a', 'b', 'c']
for idx, val in enumerate(courses, start=1):
print(idx, val)
``````
``````1 a
2 b
3 c
``````

### Get index of some element

``````lst.index(<e>) # Returns the index of the first matched item

lst.index(max(lst)) # get the index of the max in list
``````

## Other methods

• `.count(<e>)`: Returns the number of item `<e>` in list.