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Mastering the Art of Faking with Python’s Faker Library
Photo by Jonathan Borba on Unsplash Ever got stuck in the start of writing a code because you can’t decide what to put in to the initial data? Well you know what they say: “Fake it till you make it!” ...
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Python: Create Fake Data with Faker
Every once in a while, I run into a situation where I need dummy data to test my code against. If you need to do tests on a new database or table, you will run into the need for dummy data often. I re...
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How to Quickly Generate Fake Data in Python Using Faker
A guide on how you can use the Faker library to generate fake data Continue reading on Python in Plain English
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You Don’t Need Sample Data, You Need Python Faker
An extendable Python library that generates fake data to “fill” your project Continue reading on Towards Data Science
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Python: Create Synthetic Data Using Faker
Member-only story Python: Create Synthetic Data Using Faker Konstantinos Patronas · Follow Published in Python in Plain English · 2 min read · 7 hours ago -- Share Faker is a Python library that can g...
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Faker: An Amazing and Insanely Useful Python Library
Faker is the Powerful, Amazing and extremely useful Python package to generate dummy data. faker generator faker.Faker() country specific data for dummies.
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Faker library in python - An intriguing expedient for data scientists
Installation, usage, and application of the “Faker” library in python that can generate prodigious dummy datasets in a short span of time for data science experiments Photo by Markus Spiske on Unspla...
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Fake (almost) everything with Faker
I was recently tasked with creating some random customer data, with names, phone numbers, addresses, and the usual other stuff. At first, I thought I’ll just generate random strings and numbers (some…...
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Generating Fake Data with Python
The first step in data analysis is finding data to analyze. Here we generate a fake dataset using Python, Pandas, Numpy, and Faker.
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Faking Data with the Faker Package
If you are a software developer or engineer, then you know it can be really helpful to have sample data. The data doesn't have to be real data either. Instead, the data can be fake. For example, if yo...
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How to Create Fake Data with Faker
Let’s say you want to create data with certain data types (bool, float, text, integers) with special characteristics (names, address, color, email, phone number, location) to test some Python…
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Generation of large CSV data using Python Faker.
To the learners out there, who need large amount of fake data to experiment different algorithm. Mammoth data is generated online each second in various domains but for learning and experimenting…
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Python Package Focus: Faker
There are so many Python packages out there, and for people who are learning the language, it can be overwhelming to know what tools are available to you. I am looking to uncover some of the…
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Generate Your Own Fake Data In Seconds
Usually, for executing/testing a pipeline, we need to provide it with some dummy data. Although using Python's "𝐫𝐚𝐧𝐝𝐨𝐦" library, one can generate random strings, floats, and integers. Yet, being...
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How I Created a Fake News Detector with Python
Developing a fake news detection app with spaCy and Streamlit
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How to generate pseudo-random datasets in Python: start from scratch with Numpy & Faker
You are about to start on your next data project but you immediately run into an obstacle: the data you are looking to use is not easily accessible. No matter the use case, the goal of this article…
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Pranking with Fake SMS using Python
Harnessing Python and Twilio: Scripting Laughter with Ethical Tech Pranks Continue reading on Python in Plain English
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Testing Birthday Paradox in Faker Library (Python)
Tomorrow is the 18th of May, which is my birthday 🥰🎈. This inspired me to write an article about a phenomenon of probability theory called the birthday paradox. The essence of this problem is about…...
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How to Generate Synthetic Data with Faker in Python and Azure ML
A guide on creating a script using Python to generate synthetic data in 3 different datasets. Photo by Nubelson Fernandes on Unsplash In a current use case that I am working on, the business users wa...
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Generating a Fake Database with Python
As someone who is frequently building data engineering projects, I find myself spending a good deal of time sifting through public api’s, searching for the “right” kind of data that will fit my…
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Test Your Python Program the Right Way
Using a testing framework can make finding bugs much easier and more efficient. In this guide I will show you how to use unittest in Python to achieve this result.
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Drawing to Generate Fake Data in Jupyter Notebook
Generating fake data for your tests has never been more fun or easy. If you are ever lacking data or just need some mock data to run a through a model or what have you, then look no further because…
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Don't do it in Python
Hey, it’s so ridiculously obvious, like a band called The Band that sings, ‘Don’t do it! All signal is to you. Stop this bad code. Continue reading on Python in Plain English
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Fake It! — A look at the Faker library for generating synthetic data.
Overview In this article we are going to review a powerful library for generating synthetic data called Faker , specifically the Java variant. I recently had the task of generating a large amount of E...
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