Python Fake Data

Open-source Python projects categorized as Fake Data
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Topics: Testing Python Faker Fake JSON
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Top 7 Python Fake Data Projects

  • faker

    Faker is a Python package that generates fake data for you. (by joke2k)

    • Project mention: Leveling up your custom fake data with Faker.js | dev.to | 2024-01-27

    Faker was originally written in Perl and is also available as a library for Ruby, Java, and Python.

  • Mimesis

    Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • fake2db

    create custom test databases that are populated with fake data

  • AccountGeneratorHelper

    This library is helpful when creating accounts, it has everything you need for this

  • 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.

  • FauxFactory

    Generates random data for your tests.

  • fake.py

    Minimalistic, standalone alternative fake data generator with no dependencies

  • SaaSHub

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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 related posts

  • Exploring LLMs for Data Synthesizing & Anonymization: looking for Insights on Current & Future Solutions

    1 project | /r/LocalLLaMA | 29 Jun 2023

  • Undercover work

    1 project | /r/OSINT | 6 Jun 2023

  • Is there a way to automate testing in python? In my case :

    2 projects | /r/pythontips | 31 May 2023

  • Mimesis allows you toeasily generate detailed dummy datasets.

    2 projects | /r/datascience | 12 Apr 2023

  • Open source

    2 projects | /r/ProgrammerHumor | 19 Jul 2022

  • Database automation challenges and how to solve them

    1 project | dev.to | 7 Jun 2022

  • Five Easy to Miss PostgreSQL Query Performance Bottlenecks

    4 projects | news.ycombinator.com | 18 Jan 2022
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    www.saashub.com | 10 May 2024
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Index

What are some of the best open-source Fake Data projects in Python? This list will help you:

Project Stars
1 faker 17,141
2 Mimesis 4,309
3 fake2db 2,254
4 AccountGeneratorHelper 183
5 picka 111
6 FauxFactory 37
7 fake.py 10

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