How to check data type in python?29 Aug 2024 | 3 min read With Python's built-in type() method, you may determine a variable's type. The type() function returns the data type of a variable as a string. Here's an example of how to use the type() function: Output: <class 'int'> In this example, we create a variable x and assign it the value 5. After that, we call the type() function with x as its argument, which returns <class 'int'>. It tells us that x is an integer. Here's a more detailed explanation of how the type() function works: When you call type() with a variable as its argument, Python looks at the value of the variable and determines its data type. There are numerous built-in data types in Python, including:
The type() function returns a string that represents the data type of the variable. For example, if you pass an integer variable to type(), it will return the string <class 'int'>. Here are some examples of using type() to check the type of different variables: Using isinstance() functionIn Python, you can also use the isinstance() function to check whether a variable is of a certain type. The isinstance() function takes two arguments: the variable you want to check, and the type you want to check for. It returns True if the variable is of the specified type, and False otherwise. Here's an example of how to use the isinstance() function Output: True In this example, we create a variable x and assign it the value 5. After that, we call the isinstance() function with x as the first argument and the int type as the second argument. The function returns True, indicating that x is an integer. You can also use the type() and isinstance() functions to check if a variable is a subclass of a particular type. The characteristics and methods of the parent class are inherited by the subclass, which is a more specialized version of the class.Here's an example: Output: <class '__main__.Dog'> True This example defines a class Animal with a constructor that takes a name argument. After that, we define a subclass Dog that inherits from Animal and has an additional bark() method. We create an instance of Dog called my_dog. We can use the type() function to check that my_dog is an instance of the Dog class, and the isinstance() function to check that my_dog is also an instance of the Animal class (since Dog is a subclass of Animal). |
A machine learning algorithm built on supervised learning is called linear regression. It executes a regression operation. Regression uses independent variables to train a model and find prediction values, and it is mainly used to determine how variables and predictions relate to one another. Regression models vary...
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In this tutorial, we will write the Python program to remove all adjacent duplicate elements recursively. In this problem, we are given a string and we need to return output string that should not have any adjacent duplicate element. Let's understand the following example. Example - Input: bzxxa Output:...
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Introduction: Scrapy is an open-source web crawling and web scraping framework written in Python. It allows developers to build and scale web spiders that can crawl websites, extract data, and store it in structured formats such as JSON, CSV, or XML. Scrapy provides a high-level API for crawling...
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In the tutorial, we will learn about the Python's popular library for the data engineer. These libraries make data engineer life easy. As we know, Python is the most popular language for the machine learning. We will list down those popular libraries with the code. Top Six...
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The getopt modules is analyser used for command-line options, which are based on the convention organized by the UNIX getopt() function. It is basically used to analysing an argument sequence like sys.argv. We can also understand this module as it helps the scripts to analyse the...
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This tutorial will show how to leverage the Python machine-learning models to predict outcomes using the Sklearn predict function. So we will briefly summarise what the function accomplishes, review the syntax, and then provide examples of using this method with various machine learning models. A Brief Overview of...
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Given two variables, if the value of one variable is dependent on the value of the other variables, we say the variables are related. The measure of the relationship between two variables statistically is called "Correlation". Here the two variables dependent on each other are the...
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Difference between Yield and Return in Python Python Yield statement The generators are defined by using the yield statement in Python. Generally, it converts a normal Python function into a generator. The yield statement hauls the function and returns back the value to the function caller and restart from...
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? In this section, we will understand how we can retrieve Python's current date using various methods. A date is an important part of an application or website, or database server that indicates the day and time the software has been created, stored website records, app version,...
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Python is considered an extremely flexible programming language with a wide range of libraries, and it is a high-level language with easy-to-read and writes syntax. The reach of Python is being expanded in different sectors like Machine Learning, Web Development, Cybersecurity, Application Development, and a lot...
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