How do I extract specific data from a list in Python?

1. Extract Elements From A Python List Using Index

Here in this first example, we created a list named ‘firstgrid’ with 6 elements in it. The print statement prints the ‘1’ element in the index.

firstgrid=["A","B","C","D","E","F"] print[firstgrid[1]]

Output: 'B'

2. Print Items From a List Using Enumerate

Here, we created a variable named ‘vara’ and we filled the elements into the list. Then we used ‘varx’ variable to specify the enumerate function to search for ‘1,2,5’ index positions.

vara=["10","11","12","13","14","15"] print[[varx[1] for varx in enumerate[vara] if varx[0] in [1,2,5]]]

Output: ['11', '12', '15']

Python Lists and List Manipulation

Michael Galarnyk

May 29, 2017·6 min read

Python Lists and List Manipulation Video

Before starting, I should mention that the code in this blog post and in the video above is available on my github.

Python – Extract elements from Ranges in List

Given a list, and a list of tuples with ranges, extract all elements in those ranges from list.

Input : test_list = [4, 5, 4, 6, 7, 5, 4, 5, 6, 10], range_list = [[2, 4], [7, 8]]
Output : [4, 6, 7, 5, 6]
Explanation : 4, 6, 7 are elements at idx 2, 3, 4 and 5, 6 at idx 7, 8.

Input : test_list = [4, 5, 4, 6, 7, 5, 4, 5, 6, 10], range_list = [[2, 6]]
Output : [4, 6, 7, 5, 4]
Explanation : Elements from 2-6 index are extracted.

Method #1 : Using loop + list slicing

In this, we extract each range using list slicing and using loop iterate for each range and keep extending the extracting slices to extending list.



Python3




# Python3 code to demonstrate working of

# Extract elements from Ranges in List

# Using loop + list slicing

# initializing list

test_list = [4, 5, 4, 6, 7, 5, 4, 5, 4, 6, 4, 6, 9, 8]

# printing original list

print["The original list is : " + str[test_list]]

# initializing ranges

range_list = [[2, 4], [7, 8], [10, 12]]

res = []

for ele in range_list:

# extending ranges

res.extend[test_list[ele[0] : ele[1] + 1]]

# printing result

print["Ranges elements : " + str[res]]

Output The original list is : [4, 5, 4, 6, 7, 5, 4, 5, 4, 6, 4, 6, 9, 8] Ranges elements : [4, 6, 7, 5, 4, 4, 6, 9]

Method #2 : Using list comprehension

In this, we apply similar method as above function, difference being that list comprehension is used to solve this in compact form.

Python3




# Python3 code to demonstrate working of

# Extract elements from Ranges in List

# Using list comprehension

from itertools import chain

# initializing list

test_list = [4, 5, 4, 6, 7, 5, 4, 5, 4, 6, 4, 6, 9, 8]

# printing original list

print["The original list is : " + str[test_list]]

# initializing ranges

range_list = [[2, 4], [7, 8], [10, 12]]

# using one-liner to solve this problem

res = list[chain.from_iterable[[test_list[ele[0] : ele[1] + 1] for ele in range_list]]]

# printing result

print["Ranges elements : " + str[res]]

Output The original list is : [4, 5, 4, 6, 7, 5, 4, 5, 4, 6, 4, 6, 9, 8] Ranges elements : [4, 6, 7, 5, 4, 4, 6, 9]




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Python Program to Extract Elements from list in set

Given a list, the task is to write a Python Program to extract all the elements with its occurrence matching in set.

Input : test_list = [5, 6, 2, 3, 2, 6, 5, 8, 9], search_set = {6, 2, 8}

Output : [6, 2, 2, 6, 8]

Explanation : 2, 6 occur twice and in order with respect to other elements is output.

Input : test_list = [5, 6, 2, 3, 2, 6, 5, 8, 9], search_set = {8, 3, 5}



Output : [5, 3, 5, 8]

Explanation : 5 occurs twice and in order with respect to other elements is output.

Method #1 : Using loop

In this, each list element is iterated and checked for its presence in set using in operator and appended to result if found.

Python3




# Python3 code to demonstrate working of

# Elements from list in set

# Using loop

# initializing list

test_list = [5, 6, 2, 3, 2, 6, 5, 8, 9]

# printing original list

print["The original list is : " + str[test_list]]

# initializing search set

search_set = {6, 2, 8}

res = []

for ele in test_list:

# check if element is present in set

if ele in search_set:

res.append[ele]

# printing result

print["Set present list elements : " + str[res]]

Output:

The original list is : [5, 6, 2, 3, 2, 6, 5, 8, 9] Set present list elements : [6, 2, 2, 6, 8]

Method #2 : Using repeat[] + from_iterable[] + count[]

In this, we test for each set element in list and repeat using repeat[] by the count required to be computed using count[]. The order is not maintained in this result.

Python3




# Python3 code to demonstrate working of

# Elements from list in set

# Using repeat[] + from_iterable[] + count[]

from itertools import chain, repeat

# initializing list

test_list = [5, 6, 2, 3, 2, 6, 5, 8, 9]

# printing original list

print["The original list is : " + str[test_list]]

# initializing search set

search_set = {6, 2, 8}

# repeat repeats all the occurrences of elements

res = list[chain.from_iterable[[repeat[ele, test_list.count[ele]]

for ele in search_set]]]

# printing result

print["Set present list elements : " + str[res]]

Output:

The original list is : [5, 6, 2, 3, 2, 6, 5, 8, 9] Set present list elements : [6, 2, 2, 6, 8]




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python extract list from string

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Extract, replace, convert elements of a list in Python

Posted: 2020-10-28 / Tags: Python, List

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In Python, you can generate a new list by extracting, removing, replacing, or converting elements that meet the conditions of an existing list with list comprehensions.

This article describes the following contents.

  • Basics of list comprehensions
  • Apply operation to all elements of the list
  • Extract/remove elements that meet the conditions from the list
  • Replace/convert elements that meet the conditions in the list

See the following article for examples of lists of strings.

  • Extract and replace elements that meet the conditions of a list of strings in Python

It is also possible to randomly sample elements from a list.

  • Random sampling from a list in Python [random.choice, sample, choices]

Take the following list as an example.

l = list[range[-5, 6]] print[l] # [-5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5]

source: list_select_replace.py

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