The easiest way to select multiple columns in Pandas is to pass a list into the standard square-bracket indexing scheme. For example, the expression df[[‘Col_1’, ‘Col_4, ‘Col_7’]] would access columns ‘Col_1’, ‘Col_4’, and ‘Col_7’. This is the most flexible and concise way for only a couple of columns. To learn about the best 3 ways … Read more
Problem Formulation How to calculate the inverse of the normal cumulative distribution function (CDF) in Python? Method 1: scipy.stats.norm.ppf() In Excel, NORMSINV is the inverse of the CDF of the standard normal distribution. In Python’s SciPy library, the ppf() method of the scipy.stats.norm object is the percent point function, which is another name for the … Read more
There are four main ways to reverse a string in Python: Slicing s[::-1] with negative step size traverses the string from right to left. ”.join(reversed(s)) first creates an iterable of characters in reversed order, and then joins these characters to obtain the reversed string. A for loop using the range(len(s)-1, -1, -1) function traverses the … Read more
Problem Formulation Given two strings x and y. Create a new string xy and print it to the shell. Consider the following examples: INPUT x = ‘hi’ y = ‘finxter’ OUTPUT: hifinxter INPUT x = ‘2’ y = ‘4’ OUTPUT: 24 INPUT x = ‘abc’ y = ‘[1, 2, 3]’ OUTPUT: abc[1, 2, 3] Solution … Read more
Character Description Character U+2070 SUPERSCRIPT ZERO ⁰ U+2071 SUPERSCRIPT LATIN SMALL LETTER I ⁱ U+2074 SUPERSCRIPT FOUR ⁴ U+2075 SUPERSCRIPT FIVE ⁵ U+2076 SUPERSCRIPT SIX ⁶ U+2077 SUPERSCRIPT SEVEN ⁷ U+2078 SUPERSCRIPT EIGHT ⁸ U+2079 SUPERSCRIPT NINE ⁹ U+207A SUPERSCRIPT PLUS SIGN ⁺ U+207B SUPERSCRIPT MINUS ⁻ U+207C SUPERSCRIPT EQUALS SIGN ⁼ U+207D SUPERSCRIPT LEFT … Read more
Problem Formulation Given two strings x and y. Create a new string xy and print it to the shell. Consider the following examples: INPUT x = ‘hi’ y = ‘finxter’ OUTPUT: hifinxter INPUT x = ‘2’ y = ‘4’ OUTPUT: 24 INPUT x = ‘abc’ y = ‘[1, 2, 3]’ OUTPUT: abc[1, 2, 3] Solution … Read more
Problem Formulation Python has two ways to comment out a block of code: The hashtag symbol # tells the Python interpreter to ignore the rest of the line. To manually commenting out a block of code by inserting a hashtag symbol in front of every line is cumbersome. The multi-line string triple quotes ”’…”’ or … Read more
Learn how to reverse vowels in a string in Python in this article!
Bitwise operators perform operations on the binary (bit) representation of integers. Background: Each integer is first written as a binary number that is a sequence of digits 0 or 1. For example: 0 is written as “0” 1 is written as “1” 2 is written as “10” 3 is written as “11” 4 is written … Read more
Broadcasting describes how NumPy automatically brings two arrays with different shapes to a compatible shape during arithmetic operations. Generally, the smaller array is “repeated” multiple times until both arrays have the same shape. Broadcasting is memory-efficient as it doesn’t actually copy the smaller array multiple times. Here’s a minimal example: Let’s have a more gentle … Read more
Logical operators work on Boolean values but can be used on integers and other objects as well. Python has three logical operators: and, or, and not. The following table provides a quick overview of Python logical operators: Operator Description Example and Returns True if both operands are True, and False otherwise. (True and True) == … Read more
Learn the techniques to solve the plus-one problem and crack your next coding interview!