The purpose of figure aesthetics in Seaborn is to enhance data visualization by providing visually appealing and informative representations of data. Seaborn offers various figure aesthetics options that can be customized to create visually appealing plots. This aesthetics include color palettes, plot styles, gridlines, font styles, and more. Let's explore how this figure aesthetics enhance data visualization. Color Palettes Seaborn offers a wide range of color palettes that are carefully designed to be visually pleasing and provide effective differentiation between data categories. Color palettes can be applied to various plot elements, such as data points, lines, and bars. By selecting ... Read More

Arithmetic operations are the mathematical calculations on numeric data types. The following are the arithmetic operations allowed in python. Addition (+) Subtraction (-) Multiplication (*) Division (/) Floor Division (//) Modulo (%) Exponentiation (**) There are several ways to compute arithmetic operation from string. Let’s see them one by one. Using the eval() Function The eval() function in Python evaluates an expression passed as a string and returns the result. We can use this function to compute arithmetic operations from a string. Example In this approach, the eval() function evaluates the expression "2 + 3 * 4 - ... Read More

Changing the default matplotlib plot settings to Seaborn involves modifying the default plot parameters to match the style and aesthetics provided by Seaborn. This can be achieved by adjusting various elements such as the color palette, gridlines, font styles, and plot themes. Here's a step-by-step guide to changing the default matplotlib plot to a Seaborn plot in detail. Import the necessary libraries To get started, import the required libraries such as 'matplotlib.pyplot' for creating plots and 'seaborn' for applying Seaborn styles and aesthetics. The following is the code to import the libraries. import matplotlib.pyplot as plt import seaborn as sns ... Read More

Dictionary is the mutable data structure in python, which allows the user to store the data in the format of key and value. The key and value are separated by using the symbol ":". The keys are unique and the values can be repeated. The values can be given as a single element or multiple elements within a list. If we want to access the elements from a dictionary we have to use the key. It provides various functions and methods to work and manipulate the dictionaries. There are several approaches to check whether the values of a dictionary are ... Read More

Lexical order refers to the order of characters or strings based on their dictionary or alphabetical order. In lexical order, characters are arranged in the same way they would be in a dictionary. The comparison is done based on the numerical values of the characters in their respective character sets such as ASCII or Unicode. In lexical order, characters are compared based on their ASCII or Unicode values from left to right. The character with a lower ASCII or Unicode value comes before the one with a higher value. For example, in ASCII order, 'a' comes before 'b', 'b' comes ... Read More

Seaborn is one of the powerful data visualization libraries in Python which provides various styles to customize the appearance of plots. The built-in figure styles in Seaborn helps us to customize the appearance of the plots and enhances the aesthetics of the visualization. Let's explore the different figure styles available in Seaborn one by one. There are different Figure styles in Seaborn they are – Default Style Darkgrid Style: Whitegrid Style Dark Style White Style Ticks Style When we want to apply a specific style in Seaborn, we can use the 'set_style()' function. For example, to set the ... Read More

Seaborn is a powerful data visualization library in Python that builds on top of Matplotlib. It provides a high-level interface for creating attractive and informative statistical graphics. It offers a variety of plot types to explore and visualize data effectively. The below are the different plots available in Seaborn which helps the user to visualize the data. Scatter Plot A scatter plot is used to display the relationship between two numeric variables. In seaborn we have a function namely scatterplot() which creates a scatter plot with optional additional features such as coloring and marker size based on other variables. Line ... Read More

Pyglet is a powerful library for game development and multimedia applications in Python. It provides an easy-to-use interface for creating games, handling graphics, playing audio, and handling user input. It is built on top of the OpenGL library, which allows for high-performance graphics rendering. The following steps to be followed while developing a game using the pyglet library. Installation We can install Pyglet using pip by running the following command in the python environment. Example pip install pyglet Output Collecting pyglet Downloading pyglet-2.0.7-py3-none-any.whl (841 kB) -------------------------------------- 841.0/841.0 kB 2.0 MB/s eta ... Read More

Generally, a flashcard is a learning tool that consists of a small card or piece of paper with information printed on one side. These are commonly used to aid in memorization and learning of facts, vocabulary, definitions, equations, or any other type of information that can be presented in a question-and-answer format. With the advancement of technology, flashcards have also been adapted into digital formats, such as mobile apps and online platforms, which provide additional features like multimedia content, spaced repetition algorithms, and progress tracking. There different approaches available in python to build the flash cards, let’s go through each ... Read More

The itertools is a module in the Python standard library that provides a collection of tools for efficient iteration and combination of iterables and as it is part of python standard library no need to perform any additional installations. It offers various functions that can be used to manipulate, combine, and iterate over iterables in different ways. The itertools.product() function is related to the itertools module, which is powerful tool for generating the cartesian product of multiple iterables. It takes one or more iterables as input and returns an iterator that produces tuples representing all possible combinations of the ... Read More