11 best Python Testing Data libraries in 2024

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by marketing.admin@openweaver.com dot icon Updated: Mar 12, 2023

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In the world of big data, developers are always on a lookout for a good tool that can process and analyze data in a more effective way for deriving meaningful insights. Python is one of the most preferred languages that is widely used by developers to write powerful and efficient code. Python testing frameworks are used by programmers to test source codes in various domains before its final implementation. You can test any application using multiple frameworks in Python, but it is necessary to choose a framework that suits your business needs and requirements.. Here are best 10 Python Testing Data libraries that you must know in 2022. faker - Faker is a Python package that generates fake data for you; mimesis - highperformance fake data generator; RIDE - Test data editor for Robot Framework.

fakerby joke2k

Python doticonstar image 15880 doticonVersion:v18.10.1doticon
License: Permissive (MIT)

Faker is a Python package that generates fake data for you.

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            fakerby joke2k

            Python doticon star image 15880 doticonVersion:v18.10.1doticon License: Permissive (MIT)

            Faker is a Python package that generates fake data for you.
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                      mimesisby lk-geimfari

                      Python doticonstar image 3982 doticonVersion:v10.1.0doticon
                      License: Permissive (MIT)

                      Mimesis is a robust data generator for Python, capable of rapidly producing large volumes of synthetic data for various use cases.

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                                mimesisby lk-geimfari

                                Python doticon star image 3982 doticonVersion:v10.1.0doticon License: Permissive (MIT)

                                Mimesis is a robust data generator for Python, capable of rapidly producing large volumes of synthetic data for various use cases.
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                                          cyaronby luogu-dev

                                          Python doticonstar image 1161 doticonVersion:0.4.3doticon
                                          License: Weak Copyleft (LGPL-3.0)

                                          CYaRon: Yet Another Random Olympic-iNformatics test data generator

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                                                    cyaronby luogu-dev

                                                    Python doticon star image 1161 doticonVersion:0.4.3doticon License: Weak Copyleft (LGPL-3.0)

                                                    CYaRon: Yet Another Random Olympic-iNformatics test data generator
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                                                              RIDEby robotframework

                                                              Python doticonstar image 882 doticonVersion:v2.0.6doticon
                                                              License: Permissive (Apache-2.0)

                                                              Test data editor for Robot Framework

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                                                                        RIDEby robotframework

                                                                        Python doticon star image 882 doticonVersion:v2.0.6doticon License: Permissive (Apache-2.0)

                                                                        Test data editor for Robot Framework
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                                                                                  django-autofixtureby gregmuellegger

                                                                                  Python doticonstar image 456 doticonVersion:Currentdoticon
                                                                                  License: Permissive (BSD-3-Clause)

                                                                                  Can create auto-generated test data.

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                                                                                            django-autofixtureby gregmuellegger

                                                                                            Python doticon star image 456 doticonVersion:Currentdoticon License: Permissive (BSD-3-Clause)

                                                                                            Can create auto-generated test data.
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                                                                                                      Kvasirby KvasirSecurity

                                                                                                      Python doticonstar image 418 doticonVersion:v1.1.0doticon
                                                                                                      License: Others (Non-SPDX)

                                                                                                      Kvasir: Penetration Test Data Management

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                                                                                                                Kvasirby KvasirSecurity

                                                                                                                Python doticon star image 418 doticonVersion:v1.1.0doticon License: Others (Non-SPDX)

                                                                                                                Kvasir: Penetration Test Data Management
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                                                                                                                          Python doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                          License: Others (Non-SPDX)

                                                                                                                          Bootstrap the database with dynamic (test-)data for the Powderbooking application

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                                                                                                                                    powderbooking-bootstrap-dynamicby powderbooking

                                                                                                                                    Python doticon star image 0 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                                                                                                                    Bootstrap the database with dynamic (test-)data for the Powderbooking application
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                                                                                                                                              Python doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                              License: Strong Copyleft (GNU GPLv3)

                                                                                                                                              Utilities to generate test data from SatNOGS APT observations.

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                                                                                                                                                        satnogs-apt-ber-toolsby fwalter

                                                                                                                                                        Python doticon star image 0 doticonVersion:Currentdoticon License: Strong Copyleft (GNU GPLv3)

                                                                                                                                                        Utilities to generate test data from SatNOGS APT observations.
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                                                                                                                                                                  ngs-test-databy schmeierlab/workflows

                                                                                                                                                                  Python doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                                                  License: Permissive (MIT License)

                                                                                                                                                                  Test data for workflow development.

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                                                                                                                                                                            ngs-test-databy schmeierlab/workflows

                                                                                                                                                                            Python doticon star image 0 doticonVersion:Currentdoticon License: Permissive (MIT License)

                                                                                                                                                                            Test data for workflow development.
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                                                                                                                                                                                      shyft-databy anisayati

                                                                                                                                                                                      Python doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                                                                      License: Others (Non-SPDX)

                                                                                                                                                                                      SHyFT Test-data needed to run full tests and demo

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                                                                                                                                                                                                shyft-databy anisayati

                                                                                                                                                                                                Python doticon star image 0 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                                                                                                                                                                                SHyFT Test-data needed to run full tests and demo
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