12 best Python Analytics libraries in 2024

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by marketing.admin@openweaver.com dot icon Updated: Feb 3, 2023

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Python is a general-purpose programming language that can be used on any modern computer operating system. It has a comprehensive, flexible ecosystem of tools, libraries and community resources. Python has become a vital tool for analytics and data science and it has a huge ecosystem of tools that can be used for all kinds of data mining, analysis, visualization, machine learning. In the age of Big Data, analyzing and visualizing data has become a very common task, which has promoted the development of various tools. Python libraries are a set of functions and methods that allow to carry out numerous actions without writing the code. A few of the most popular Python Analytics open source libraries for developers are: dash - Analytical Web Apps; dbt-core - dbt enables data analysts and engineers to transform their data using the same practices that softwa; shynet - detailed web analytics that works without cookies.

dashby plotly

Python doticonstar image 18829 doticonVersion:v2.10.2doticon
License: Permissive (MIT)

Data Apps & Dashboards for Python. No JavaScript Required.

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            dashby plotly

            Python doticon star image 18829 doticonVersion:v2.10.2doticon License: Permissive (MIT)

            Data Apps & Dashboards for Python. No JavaScript Required.
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                      dbt-coreby dbt-labs

                      Python doticonstar image 7125 doticonVersion:v1.6.0b4doticon
                      License: Permissive (Apache-2.0)

                      dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

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                                dbt-coreby dbt-labs

                                Python doticon star image 7125 doticonVersion:v1.6.0b4doticon License: Permissive (Apache-2.0)

                                dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
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                                          dbtby dbt-labs

                                          Python doticonstar image 3433 doticonVersion:v0.20.2rc2doticon
                                          License: Permissive (Apache-2.0)

                                          dbt (data build tool) enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

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                                                    dbtby dbt-labs

                                                    Python doticon star image 3433 doticonVersion:v0.20.2rc2doticon License: Permissive (Apache-2.0)

                                                    dbt (data build tool) enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
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                                                              shynetby milesmcc

                                                              Python doticonstar image 2414 doticonVersion:v0.12.0doticon
                                                              License: Permissive (Apache-2.0)

                                                              Modern, privacy-friendly, and detailed web analytics that works without cookies or JS.

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                                                                        shynetby milesmcc

                                                                        Python doticon star image 2414 doticonVersion:v0.12.0doticon License: Permissive (Apache-2.0)

                                                                        Modern, privacy-friendly, and detailed web analytics that works without cookies or JS.
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                                                                                  rotkiby rotki

                                                                                  Python doticonstar image 2186 doticonVersion:v1.28.0doticon
                                                                                  License: Strong Copyleft (AGPL-3.0)

                                                                                  A portfolio tracking, analytics, accounting and tax reporting application that protects your privacy

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                                                                                            rotkiby rotki

                                                                                            Python doticon star image 2186 doticonVersion:v1.28.0doticon License: Strong Copyleft (AGPL-3.0)

                                                                                            A portfolio tracking, analytics, accounting and tax reporting application that protects your privacy
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                                                                                                      Python doticonstar image 1086 doticonVersion:Currentdoticon
                                                                                                      License: Permissive (MIT)

                                                                                                      Analytics services for Django projects

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                                                                                                                django-analyticalby jazzband

                                                                                                                Python doticon star image 1086 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                Analytics services for Django projects
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                                                                                                                          Python doticonstar image 428 doticonVersion:v22.12.1doticon
                                                                                                                          License: Permissive (Apache-2.0)

                                                                                                                          🎨 Kubernetes Usage Analytics and Accounting for Cost Allocation and Capacity Planning - Hourly Trends, Daily and Monthly Accounting - Prometheus Exporter - Built-in & Grafana Dashboards.

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                                                                                                                                    kube-opex-analyticsby rchakode

                                                                                                                                    Python doticon star image 428 doticonVersion:v22.12.1doticon License: Permissive (Apache-2.0)

                                                                                                                                    🎨 Kubernetes Usage Analytics and Accounting for Cost Allocation and Capacity Planning - Hourly Trends, Daily and Monthly Accounting - Prometheus Exporter - Built-in & Grafana Dashboards.
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                                                                                                                                              Python doticonstar image 201 doticonVersion:Currentdoticon
                                                                                                                                              License: Others (Non-SPDX)

                                                                                                                                              Publicly share your Google Analytics reporting data.

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                                                                                                                                                        google-analytics-super-proxyby googleanalytics

                                                                                                                                                        Python doticon star image 201 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                                                                                                                                        Publicly share your Google Analytics reporting data.
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                                                                                                                                                                  Python doticonstar image 200 doticonVersion:Currentdoticon
                                                                                                                                                                  License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                  Import any kind of server logs in Matomo for powerful log analytics. Universal log file parsing and reporting.

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                                                                                                                                                                            matomo-log-analyticsby matomo-org

                                                                                                                                                                            Python doticon star image 200 doticonVersion:Currentdoticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                            Import any kind of server logs in Matomo for powerful log analytics. Universal log file parsing and reporting.
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                                                                                                                                                                                      Python doticonstar image 170 doticonVersion:Currentdoticon
                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                      A simple django application to using Google Analytics in your project and tying different GA tags to different sites

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                                                                                                                                                                                                django-google-analyticsby clintecker

                                                                                                                                                                                                Python doticon star image 170 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                A simple django application to using Google Analytics in your project and tying different GA tags to different sites
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                                                                                                                                                                                                          Python doticonstar image 110 doticonVersion:Currentdoticon
                                                                                                                                                                                                          License: Others (Non-SPDX)

                                                                                                                                                                                                          Workshop to build voice enabled integration with data analytics

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                                                                                                                                                                                                                    voice-powered-analyticsby awslabs

                                                                                                                                                                                                                    Python doticon star image 110 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                                                                                                                                                                                                    Workshop to build voice enabled integration with data analytics
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                                                                                                                                                                                                                              Python doticonstar image 101 doticonVersion:Currentdoticon
                                                                                                                                                                                                                              License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                              Universal Analytics Python module

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                                                                                                                                                                                                                                        universal-analytics-pythonby adswerve

                                                                                                                                                                                                                                        Python doticon star image 101 doticonVersion:Currentdoticon License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                                        Universal Analytics Python module
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