Still @jena's solution is really short. What led NASA et al. Did China's Chang'e 5 land before November 30th 2020? It means there is no function to process each column. The other methods still work because this only applies to the inner map(). Does your organization need a developer evangelist? With one list comprehension, the transpose can be constructed as. Eg. These points are then combined into a single list using List.Create and the result is transposed using List.Transpose. Python Numpy numpy.transpose() reverses the axes of the input array or simply transposes the input array. If you're open to using numpy instead of a list of lists, then using the .T attribute is even easier: You can use map with None as the first parameter: Then call map again with list as the first parameter if you want the sub elements to be lists instead of tuples: (Note: the use of map with None to transpose a matrix is not supported in Python 3.x. Note that you get tuples inside instead of lists. List of lists; how do I concatenate each value to a new list? The zip () function returns an iterator of tuples based on the iterable object. Matrix Transpose using Nested List Comprehension ''' Program to transpose a matrix using list comprehension''' X = [[12,7], [4 ,5], [3 ,8]] result = [[X[j][i] for j in range(len(X))] for i in range(len(X))] for r in result: print(r) The output of this program is the same as above. How to make a flat list out of list of lists? Transpose turns a list-of-lists "inside-out"; it turns a pair of lists into a list of pairs, or a list of pairs into pair of lists. Method 3 - Matrix Transpose using Zip #Original Matrix x = [ [1,2], [3,4], [5,6]] result = map(list, zip(*x)) for r in Result print(r) Boo hoo progress. Example: import numpy as np M1 = np.array([[3, 6, 9], [5, -10, 15], [4,8,12]]) M2 = M1.transpose() print(M2) Let’s call that function to the above created 2D Numpy array object, There are different ways to do that, lets discuss them one by one. The 0 refers to the outermost array.. This should work though: The exact way of use zip() and get what you want is: This code use list keyword for casting the tuples returned by zip into lists. What is the difference between Python's list methods append and extend? Python | Transpose elements of two dimensional list. How do I clone or copy it to prevent this? Python Tuples. One way to do this is to use the simple slicing operator : With this operator you can specify where to start the slicing, where to end and specify the step. List changes unexpectedly after assignment. Lists have a number of important characteristics: Lists have a number of important characteristics: List items are enclosed in square brackets, like this [item1, item2, item3] . In Python 3, pass the result through list() to get the same 2D list as method 2. Convert negadecimal to decimal (and back), Building algebraic geometry without prime ideals. If you need the lists, use map(list, zip(*l)). DataFrame - transpose() function. Why did George Lucas ban David Prowse (actor of Darth Vader) from appearing at sci-fi conventions? The columns are just passed through to the outer map() which converts them from tuples to lists. Get the list of column headers or column name: Method 1: # method 1: get list of column name list(df.columns.values) The above function gets the column names and converts them to list… your coworkers to find and share information. numpy.transpose() on 1-D array The transpose of the 1-D array is the same. Python Lists Access List Items Change List Items Add List Items Remove List Items Loop Lists List Comprehension Sort Lists Copy Lists Join Lists List Methods List Exercises. List changes unexpectedly after assignment. The transpose method from Numpy also takes axes as input so you may change what axes to invert, this is very useful for a tensor. For a list, a: just for fun, valid rectangles and assuming that m exists. Do PhD students sometimes abandon their original research idea? Python / October 18, 2019 At times, you may need to convert your list to a DataFrame in Python. Why do most Christians eat pork when Deuteronomy says not to? Since Python is an evolving language, other sequence data types may be added. Thanks to @jena's answer, where map() is changing the inner tuples to lists.