numpy string operations | islower() function Last Updated : 14 Jan, 2019 Comments Improve Suggest changes Like Article Like Report numpy.core.defchararray.islower(arr) function returns True for each element if all cased characters in the string are lowercase and there is at least one cased character, It returns false otherwise. Parameters: arr : array_like of str or unicode Returns : [ndarray] Output array of bools. Code #1: Python3 # Python Program explaining # numpy.char.islower() function import numpy as geek in_arr = geek.array(['P4Q R', '4Q rP', 'Q rp4', 'rpq']) print ("input array : ", in_arr) out_arr = geek.char.islower(in_arr) print ("output array :", out_arr) Output: input array : ['P4Q R' '4Q rP' 'Q rp4' 'rpq'] output array : [False False False True] Code #2: Python3 # Python Program explaining # numpy.char.lower() function import numpy as geek in_arr = geek.array(['GEEKS', 'for', 'Geeks']) print ("input array : ", in_arr) out_arr = geek.char.islower(in_arr) print ("output array :", out_arr ) Output: input array : ['GEEKS' 'for' 'Geeks'] output array : [False True False] Comment More infoAdvertise with us Next Article numpy string operations | islower() function jana_sayantan Follow Improve Article Tags : Python Python-numpy Python numpy-String Operation Practice Tags : python Similar Reads numpy string operations | lower() function numpy.core.defchararray.lower(arr) function is used to return an array with the elements converted to lowercase. Parameters: arr : [ array_like ] Input array which may be str or unicode. Returns : [ndarray] Output lowercased array of str or unicode, depending on input type. Code #1: Python3 # Python 1 min read numpy string operations | isupper() function numpy.core.defchararray.isupper(arr) function returns True for each element if all cased characters in the string are uppercase and there is at least one character, it returns false otherwise. Parameters: arr : array_like of str or unicode Returns : [ndarray] Output array of bools. Code #1: Python3 1 min read numpy string operations | istitle() function numpy.core.defchararray.istitle(arr) function returns True for each element in the array if the element is a titlecased string and there is at least one character, it returns false otherwise. Parameters: arr : array_like of str or unicode Returns : [ndarray] Output array of bools. Code #1: Python3 # 1 min read numpy string operations | less() function numpy.core.defchararray.less(arr1, arr2) is another function for doing string operations in NumPy. It checks the elements of two same shaped string arrays one by one and returns True if the elements of arr1 are less than the elements of arr2 i.e. arr1 < arr2 . Otherwise, it returns False. Paramet 2 min read numpy string operations | isnumeric() function numpy.core.defchararray.isnumeric(arr) function returns true for each element if there are only numeric characters and there is at least one character.It returns false otherwise. Parameters: arr : array_like of str or unicode. Returns : [ndarray] Output array of bools. Code #1 : Python3 # Python pro 1 min read numpy string operations | isalpha() function numpy.core.defchararray.isalpha(arr) function returns True for each element if all characters in the string are alphabetic and there is at least one character; returns false otherwise. Parameters: arr : array_like of str or unicode. Returns : [ndarray] Output array of bools. Code #1 : Python3 # Pyth 1 min read Numpy - String Functions & Operations NumPy String functions belong to the numpy.char module and are designed to perform element-wise operations on arrays. These functions can help to handle and manipulate string data efficiently.Table of ContentString OperationsString Information String Comparison In this article, weâll explore the var 5 min read numpy string operations | isspace() function numpy.core.defchararray.isspace(arr) function returns true for each element if there are only whitespace characters in the string and there is at least one character.It returns false otherwise. Syntax: numpy.core.isspace(arr) Parameters: arr : array_like of str or unicode. Returns : [ndarray] Output 2 min read numpy string operations | index() function numpy.core.defchararray.index(arr, sub, start=0, end=None) is another function for doing string operations in numpy. It returns the lowest index in the string where substring sub is found for each element in arr. It returns value error if sub is not contained within the range [start, end]. Parameter 2 min read numpy string operations | isdecimal() function numpy.core.defchararray.isdecimal(arr) function returns True for each element if there are only decimal characters in the element.It returns false otherwise. Parameters: arr : array_like of str or unicode. Returns : [ndarray] Output array of bools. Code #1 : Python3 # Python program explaining # num 1 min read Like