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We can reshape the Pandas series using ways like Transpose, reshape method, and melt function. A Pandas Series is a one-dimensional labeled array that can hold data of any type (integer, float, string, etc.). It is similar to a NumPy array but has an index associated with each element that can be used to access individual values. Reshaping refers to changing the shape or structure of the Pandas series for using the data in various ways. Algorithm The general algorithm to Reshape Pandas Series using different methods is as follows − Create a Pandas Series with some data. ... Read More
Python provides various in-built methods to retrieve an entire row or column of an array. We can use the Slice notation method, Numpy Library, list comprehension, and for loop to retrieve the entire row or column of an array. In this article, we will explore all the methods with examples to retrieve the row or column of an array. Method 1: Using Slice Notation Using slice notation we extract a subset of elements from an array. We use the “:” notation to specify the start and end index of the subset. To retrieve an entire row or column we ... Read More
In Python, we can split a string into substrings using the split() method. The split() method is one of the built-in Python string methods that splits a string into a list of substrings based on a specified delimiter. In this article, we will learn how to split strings into substrings with the help of Examples. Splitting String into Substring Method 1: Using the split() method The split() method is a built-in method of strings in Python that splits a string into a list of sub-strings based on a specified delimiter. The delimiter can be any character or string that ... Read More
In Python, we can easily replace a character at a specific index by converting the string into a list of characters using the list() method. Then, we modify the character at the desired index and convert the list back to the string using the join() method. We can also replace a character at a specific index using the slicing and replace method. In this article, we will see examples of replacing a character at a specific index in Python using list and join method, the slicing method and replace method. Method 1: Using list() and join() method Syntax The list() ... Read More
Regex library in Python is used for pattern matching and manipulation of text data. We can print the first letter of each word using regex by identifying a new word after spaces using its pattern-matching functionality. In this article, we will implement a program to print the first letter of each word using regex. Regular Expressions Regular expression or regex is a tool for pattern matching in text. They are a sequence of characters that define a search pattern. They are widely used in programming, particularly in text processing, and are supported by most programming languages, including Python. Printing ... Read More
A Unicode code point is a unique number that represents a number in the Unicode character set. Unicode is a character encoding standard that is used to assign unique codes to every character in the world. Unicode supports around 130, 000 characters including letters, symbols, and emojis.We can determine the Unicode Code point at a specific index using the ord() function, codecs module in Python, unicodedata module, and array module in Python. In this article, we will discuss how we can determine the Unicode code point at a given index using all these methods. Unicode Code Point According to ... Read More
We can compare two strings lexicographically in Python using comparison operators like '', '==', ' string2[i]: print(string2, "comes before", string1) break i += 1 else: if len(string1) < len(string2): print(string1, "comes before", string2) elif len(string1) > len(string2): print(string2, "comes before", string1) else: print("The two strings are equal") Output apple comes before banana Example In the below ... Read More
Pandas dataframe can be saved in gzip/zip format using the gzip and zipfile module in Python. Pandas is a Python library that is used for data manipulation and analysis. It provides a two-dimensional labeled data structure with columns of potentially different data types. To reduce the size of the data frame we need to store it in gzip/zip format. In this article, we will understand how we can save Pandas Dataframe as gzip/zip file. Algorithm A generalized algorithm to save a Pandas DataFrame as a compressed gzip/zip file is written below. However, the exact implementation of this algorithm may vary ... Read More
Matrix consists of rows and columns to form a rectangular array. And circular rotations mean rotating the array's elements so that one rotation places the last element in the first position and the rest of the elements to the right. In this problem, we have given a matrix of n * n, and our task is to check if all rows of a matrix are circular rotations of each other then print “YES” otherwise print “NO”. Let's see examples with explanations below to understand the problem in a better way. Input 1 mat = [ [ 1, 5, 6], ... Read More
The characters used in an arrangement of number notation based on the pre-Roman Roman system is called Roman numerals. The letters M, D, C, L, X, V, and I stand for 1000, 500, 1000, 50, 10, 5, and 1, respectively, and will discuss all main symbols in the below section. In this problem, we are given a string of Roman numerals and our task is to convert Roman numerals to decimals in the range of 1 to 3999. Let’s see examples with explanations below to understand the problem in a better way. Input 1 str = "MCMIX" Output 1 1909 ... Read More