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12 best Python Analytics libraries in 2022

by Open Weaver kits ✔ Updated: May 13, 2022

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 star image 18029 Version:2.7.1

License: Permissive (MIT)

Data Apps & Dashboards for Python. No JavaScript Required.

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dashby plotly

Python star image 18029 Version:2.7.1 License: Permissive (MIT)

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

Python star image 6444 Version:1.3.2

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 star image 6444 Version:1.3.2 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 star image 3433 Version:0.21.0

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 star image 3433 Version:0.21.0 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 star image 2125 Version:v0.12.0

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 star image 2125 Version:v0.12.0 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 star image 2032 Version:v1.27.0

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 star image 2032 Version:v1.27.0 License: Strong Copyleft (AGPL-3.0)

A portfolio tracking, analytics, accounting and tax reporting application that protects your privacy
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django-analyticalby jazzband

Python star image 1086 Version:3.1.0

License: Permissive (MIT)

Analytics services for Django projects

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django-analyticalby jazzband

Python star image 1086 Version:3.1.0 License: Permissive (MIT)

Analytics services for Django projects
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kube-opex-analyticsby rchakode

Python star image 358 Version:v22.02.1

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 star image 358 Version:v22.02.1 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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google-analytics-super-proxyby googleanalytics

Python star image 201 Version:Current

License: Others (Non-SPDX)

Publicly share your Google Analytics reporting data.

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google-analytics-super-proxyby googleanalytics

Python star image 201 Version:Current License: Others (Non-SPDX)

Publicly share your Google Analytics reporting data.
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matomo-log-analyticsby matomo-org

Python star image 181 Version:Current

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 star image 181 Version:Current 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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django-google-analyticsby clintecker

Python star image 170 Version:Current

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 star image 170 Version:Current 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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voice-powered-analyticsby awslabs

Python star image 110 Version:Current

License: Others (Non-SPDX)

Workshop to build voice enabled integration with data analytics

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voice-powered-analyticsby awslabs

Python star image 110 Version:Current License: Others (Non-SPDX)

Workshop to build voice enabled integration with data analytics
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universal-analytics-pythonby adswerve

Python star image 101 Version:Current

License: Permissive (BSD-3-Clause)

Universal Analytics Python module

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universal-analytics-pythonby adswerve

Python star image 101 Version:Current License: Permissive (BSD-3-Clause)

Universal Analytics Python module
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