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Top 7 Python Fake Data Projects
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Faker was originally written in Perl and is also available as a library for Ruby, Java, and Python.
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SaaSHub
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Mimesis
Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.
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AccountGeneratorHelper
This library is helpful when creating accounts, it has everything you need for this
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picka
pip install picka - Picka is a python based data generation and randomization module which aims to increase coverage by increasing the amount of tests you _dont_ have to write by hand.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Fake Data discussion
Python Fake Data related posts
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Exploring LLMs for Data Synthesizing & Anonymization: looking for Insights on Current & Future Solutions
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Undercover work
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Is there a way to automate testing in python? In my case :
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Mimesis allows you toeasily generate detailed dummy datasets.
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Open source
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Database automation challenges and how to solve them
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Five Easy to Miss PostgreSQL Query Performance Bottlenecks
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A note from our sponsor - SaaSHub
www.saashub.com | 9 Oct 2024
Index
What are some of the best open-source Fake Data projects in Python? This list will help you:
Project | Stars | |
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1 | faker | 17,648 |
2 | Mimesis | 4,400 |
3 | fake2db | 2,272 |
4 | AccountGeneratorHelper | 211 |
5 | picka | 111 |
6 | FauxFactory | 37 |
7 | fake.py | 14 |