Python Software Foundation
(https://python.org) 📸 Data Snapshot: June 19, 2026
Information Density — The Lens
Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.
Info Density
Power-words vs. Substance ratio.
27
Impact Weight: 30 / 100
90% Reputation
Information density is exceptionally high, favoring specific technical nouns over power words. For example, H2 headings like Use Python for… are immediately followed by specific, verifiable library names such as Litestar, PyTorch, and scikit-learn rather than vague adjectives. The H2 Success Stories provides specific attribution to Brian Whippo of the Algorand Foundation, a named entity with a specific technical use case (tokenized real estate redemptions). The site is largely devoid of fluff, with body text dedicated to version logs (3.14.6, 3.13.14) and PEP indexes.
Information Density is read straight from the body copy: how much of the text carries grounded, checkable substance versus hollow filler. Below is the clean text the engine analyzed, then the industry’s known generic-claim patterns to weigh it against.
📝 The Narrative — clean text per page (the substance-vs-filler signal)
HOMEPAGE (https://python.org) Welcome to Python.org
Notice: This page displays a fallback because interactive scripts did not run. Possible causes include disabled JavaScript or failure to load scripts or stylesheets. [H2] Get Started Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Start with our Beginner’s Guide [H2] Download Python source code and installers are available for download for all versions! Latest: Python 3.14.6 [H2] Docs Documentation for Python's standard library, along with tutorials and guides, are available online. docs.python.org [H2] Jobs Looking for work or have a Python related position that you're trying to hire for? Our relaunched community-run job board is the place to go. jobs.python.org [H2] Latest News More 2026-06-18 PSF Board Election Dates for 2026 2026-06-17 Everything Security at PyCon US 2026 2026-06-10 Python 3.14.6 and 3.13.14 are now available! 2026-06-04 PSF Strategic Plan 2026 Draft: Open for Community Feedback 2026-06-02 No Starch Press Humble Bundle: Grab a Deal and Support the PSF! [H2] Upcoming Events More 2026-07-02 Python Leiden User Group 2026-07-03 Python Norte 2026 2026-07-13 SciPy 2026 2026-07-13 EuroPython 2026 2026-07-17 DjangoGirls Tamale 2026 [H2] Success Stories More Python programmability on Algorand makes the entire development lifecycle easier and means more affordable and efficient maintenance and upgrades going forward. Using Python to build a solution for instant tokenized real estate redemptions by Brian Whippo, Head of Developer Relations, Algorand Foundation [H2] Use Python for… More Web Development: Django, Pyramid, Bottle, Tornado, Flask, Litestar, FastAPI GUI Development: tkInter, PyGObject, PyQt, PySide, Kivy, wxPython, DearPyGui AI and Machine Learning: PyTorch, TensorFlow, scikit-learn, Transformers, Anthropic, LangChain Scientific and Numeric: SciPy, Pandas, IPython Software Development: Buildbot, Trac, Roundup System Administration: Ansible, Salt, OpenStack, xonsh [H2] >>> Python Software Foundation The mission of the Python Software Foundation is to promote, protect, and advance the Python programming language, and to support and facilitate the growth of a diverse and international community of Python programmers. Learn more Become a Member Donate to the PSF
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SUB-PAGE (https://python.org/doc/) Our Documentation | Python.org
Notice: This page displays a fallback because interactive scripts did not run. Possible causes include disabled JavaScript or failure to load scripts or stylesheets. [H2] Beginner Beginner’s Guide Python FAQs [H2] Moderate Python Periodicals Python Books [H2] Advanced Python Packaging User Guide In-development Docs Guido’s Essays [H2] General PEP Index Python Videos Developer’s Guide [H2] Python 3.x Resources Browse Python 3.14.6 Documentation - (Module Index) What's new in Python 3.14 Tutorial Library Reference Language Reference Extending and Embedding Python/C API Using Python Python HOWTOs Glossary Search the online docs Download Current Documentation (multiple formats are available, including typeset versions for printing.) [H2] Porting from Python 2 to Python 3 FAQ: Sunsetting Python 2 Final Python 2.7 Release Schedule Python 3 Statement Porting Python 2 Code to Python 3 Determine what projects are blocking you from porting to Python 3 Python 2 Support and Migration Can’t find what you’re looking for? Try our comprehensive Help section [H2] >>> Python Needs You Open source software is made better when users can easily contribute code and documentation to fix bugs and add features. Python strongly encourages community involvement in improving the software. Learn more about how to make Python better for everyone. Contribute to Python Issue Tracker
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SUB-PAGE (https://python.org/downloads/) Download Python | Python.org
Notice: This page displays a fallback because interactive scripts did not run. Possible causes include disabled JavaScript or failure to load scripts or stylesheets. [H2] Active Python releases For more information visit the Python Developer's Guide. [IMG: Python release cycle] Python version Maintenance status First released End of support Release schedule 3.15 pre-release Download 2026-10-01 (planned) 2031-10 PEP 790 3.14 bugfix Download 2025-10-07 2030-10 PEP 745 3.13 bugfix Download 2024-10-07 2029-10 PEP 719 3.12 security Download 2023-10-02 2028-10 PEP 693 3.11 security Download 2022-10-24 2027-10 PEP 664 3.10 security Download 2021-10-04 2026-10 PEP 619 3.9 end-of-life, last release was 3.9.25 Download 2020-10-05 2025-10-31 PEP 596 [H2] Looking for a specific release? Python releases by version number: Release version Release date Click for more Python 3.14.6 June 10, 2026 Download Release notes Python 3.14.5 May 10, 2026 Download Release notes Python 3.14.4 April 7, 2026 Download Release notes Python 3.14.3 Feb. 3, 2026 Download Release notes Python 3.14.2 Dec. 5, 2025 Download Release notes Python 3.14.1 Dec. 2, 2025 Download Release notes Python 3.14.0 Oct. 7, 2025 Download Release notes Python 3.13.14 June 10, 2026 Download Release notes Python 3.13.13 April 7, 2026 Download Release notes Python 3.13.12 Feb. 3, 2026 Download Release notes Python 3.13.11 Dec. 5, 2025 Download Release notes Python 3.13.10 Dec. 2, 2025 Download Release notes Python 3.13.9 Oct. 14, 2025 Download Release notes Python 3.13.8 Oct. 7, 2025 Download Release notes Python 3.13.7 Aug. 14, 2025 Download Release notes Python 3.13.6 Aug. 6, 2025 Download Release notes Python 3.13.5 June 11, 2025 Download Release notes Python 3.13.4 June 3, 2025 Download Release notes Python 3.13.3 April 8, 2025 Download Release notes Python 3.13.2 Feb. 4, 2025 Download Release notes Python 3.13.1 Dec. 3, 2024 Download Release notes Python 3.13.0 Oct. 7, 2024 Download Release notes Python 3.12.13 March 3, 2026 Download Release notes Python 3.12.12 Oct. 9, 2025 Download Release notes Python 3.12.11 June 3, 2025 Download Release notes Python 3.12.10 April 8, 2025 Download Release notes Python 3.12.9 Feb. 4, 2025 Download Release notes Python 3.12.8 Dec. 3, 2024 Download Release notes Python 3.12.7 Oct. 1, 2024 Download Release notes Python 3.12.6 Sept. 6, 2024 Download Release notes Python 3.12.5 Aug. 6, 2024 Download Release notes Python 3.12.4 June 6, 2024 Download Release notes Python 3.12.3 April 9, 2024 Download Release notes Python 3.12.2 Feb. 6, 2024 Download Release notes Python 3.12.1 Dec. 8, 2023 Download Release notes Python 3.12.0 Oct. 2, 2023 Download Release notes Python 3.11.15 March 3, 2026 Download Release notes Python 3.11.14 Oct. 9, 2025 Download Release notes Python 3.11.13 June 3, 2025 Download Release notes Python 3.11.12 April 8, 2025 Download Release notes Python 3.11.11 Dec. 3, 2024 Download Release notes Python 3.11.10 Sept. 7, 2024 Download Release notes Python 3.11.9 April 2, 2024 Download Release notes Python 3.11.8 Feb. 6, 2024 Download Release notes Python 3.11.7 Dec. 4, 2023 Download Release notes Python 3.11.6 Oct. 2, 2023 Download Release notes Python 3.11.5 Aug. 24, 2023 Download Release notes Python 3.11.4 June 6, 2023 Download Release notes Python 3.11.3 April 5, 2023 Download Release notes Python 3.11.2 Feb. 8, 2023 Download Release notes Python 3.11.1 Dec. 6, 2022 Download Release notes Python 3.11.0 Oct. 24, 2022 Download Release notes Python 3.10.20 March 3, 2026 Download Release notes Python 3.10.19 Oct. 9, 2025 Download Release notes Python 3.10.18 June 3, 2025 Download Release notes Python 3.10.17 April 8, 2025 Download Release notes Python 3.10.16 Dec. 3, 2024 Download Release notes Python 3.10.15 Sept. 7, 2024 Download Release notes Python 3.10.14 March 19, 2024 Download Release notes Python 3.10.13 Aug. 24, 2023 Download Release notes Python 3.10.12 June 6, 2023 Download Release notes Python 3.10.11 April 5, 2023 Download Release notes Python 3.10.10 Feb. 8, 2023 Download Release notes Python 3.10.9 Dec. 6, 2022 Download Release notes Python 3.10.8 Oct. 11, 2022 Download Release notes Python 3.10.7 Sept. 6, 2022 Download Release notes Python 3.10.6 Aug. 2, 2022 Download Release notes Python 3.10.5 June 6, 2022 Download Release notes Python 3.10.4 March 24, 2022 Download Release notes Python 3.10.3 March 16, 2022 Download Release notes Python 3.10.2 Jan. 14, 2022 Download Release notes Python 3.10.1 Dec. 6, 2021 Download Release notes Python 3.10.0 Oct. 4, 2021 Download Release notes Python 3.9.25 Oct. 31, 2025 Download Release notes Python 3.9.24 Oct. 9, 2025 Download Release notes Python 3.9.23 June 3, 2025 Download Release notes Python 3.9.22 April 8, 2025 Download Release notes Python 3.9.21 Dec. 3, 2024 Download Release notes Python 3.9.20 Sept. 6, 2024 Download Release notes Python 3.9.19 March 19, 2024 Download Release notes Python 3.9.18 Aug. 24, 2023 Download Release notes Python 3.9.17 June 6, 2023 Download Release notes Python 3.9.16 Dec. 6, 2022 Download Release notes Python 3.9.15 Oct. 11, 2022 Download Release notes Python 3.9.14 Sept. 6, 2022 Download Release notes Python 3.9.13 May 17, 2022 Download Release notes Python 3.9.12 March 23, 2022 Download Release notes Python 3.9.11 March 16, 2022 Download Release notes Python 3.9.10 Jan. 14, 2022 Download Release notes Python 3.9.9 Nov. 15, 2021 Download Release notes Python 3.9.8 Nov. 5, 2021 Download Release notes Python 3.9.7 Aug. 30, 2021 Download Release notes Python 3.9.6 June 28, 2021 Download Release notes Python 3.9.5 May 3, 2021 Download Release notes Python 3.9.4 April 4, 2021 Download Release notes Python 3.9.2 Feb. 19, 2021 Download Release notes Python 3.9.1 Dec. 7, 2020 Download Release notes Python 3.9.0 Oct. 5, 2020 Download Release notes Python 3.8.20 Sept. 6, 2024 Download Release notes Python 3.8.19 March 19, 2024 Download Release notes Python 3.8.18 Aug. 24, 2023 Download Release notes Python 3.8.17 June 6, 2023 Download Release notes Python 3.8.16 Dec. 6, 2022 Download Release notes Python 3.8.15 Oct. 11, 2022 Download Release notes Python 3.8.14 Sept. 6, 2022 Download Release notes Python 3.8.13 March 16, 2022 Download Release notes Python 3.8.12 Aug. 30, 2021 Download Release notes Python 3.8.11 June 28, 2021 Download Release notes Python 3.8.10 May 3, 2021 Download Release notes Python 3.8.9 April 2, 2021 Download Release notes Python 3.8.8 Feb. 19, 2021 Download Release notes Python 3.8.7 Dec. 21, 2020 Download Release notes Python 3.8.6 Sept. 24, 2020 Download Release notes Python 3.8.5 July 20, 2020 Download Release notes Python 3.8.4 July 13, 2020 Download Release notes Python 3.8.3 May 13, 2020 Download Release notes Python 3.8.2 Feb. 24, 2020 Download Release notes Python 3.8.1 Dec. 18, 2019 Download Release notes Python 3.8.0 Oct. 14, 2019 Download Release notes Python 3.7.17 June 6, 2023 Download Release notes Python 3.7.16 Dec. 6, 2022 Download Release notes Python 3.7.15 Oct. 11, 2022 Download Release notes Python 3.7.14 Sept. 6, 2022 Download Release notes Python 3.7.13 March 16, 2022 Download Release notes Python 3.7.12 Sept. 4, 2021 Download Release notes Python 3.7.11 June 28, 2021 Download Release notes Python 3.7.10 Feb. 15, 2021 Download Release notes Python 3.7.9 Aug. 17, 2020 Download Release notes Python 3.7.8 June 27, 2020 Download Release notes Python 3.7.7 March 10, 2020 Download Release notes Python 3.7.6 Dec. 18, 2019 Download Release notes Python 3.7.5 Oct. 15, 2019 Download Release notes Python 3.7.4 July 8, 2019 Download Release notes Python 3.7.3 March 25, 2019 Download Release notes Python 3.7.2 Dec. 24, 2018 Download Release notes Python 3.7.1 Oct. 20, 2018 Download Release notes Python 3.7.0 June 27, 2018 Download Release notes Python 3.6.15 Sept. 4, 2021 Download Release notes Python 3.6.14 June 28, 2021 Download Release notes Python 3.6.13 Feb. 15, 2021 Download Release notes Python 3.6.12 Aug. 17, 2020 Download Release notes Python 3.6.11 June 27, 2020 Download Release notes Python 3.6.10 Dec. 18, 2019 Download Release notes Python 3.6.9 July 2, 2019 Download Release notes Python 3.6.8 Dec. 24, 2018 Download Release notes Python 3.6.7 Oct. 20, 2018 Download Release notes Python 3.6.6 June 27, 2018 Download Release notes Python 3.6.5 March 28, 2018 Download Release notes Python 3.6.4 Dec. 19, 2017 Download Release notes Python 3.6.3 Oct. 3, 2017 Download Release notes Python 3.6.2 July 17, 2017 Download Release notes Python 3.6.1 March 21, 2017 Download Release notes Python 3.6.0 Dec. 23, 2016 Download Release notes Python 3.5.10 Sept. 5, 2020 Download Release notes Python 3.5.9 Nov. 2, 2019 Download Release notes Python 3.5.8 Oct. 29, 2019 Download Release notes Python 3.5.7 March 18, 2019 Download Release notes Python 3.5.6 Aug. 2, 2018 Download Release notes Python 3.5.5 Feb. 5, 2018 Download Release notes Python 3.5.4 Aug. 8, 2017 Download Release notes Python 3.5.3 Jan. 17, 2017 Download Release notes Python 3.5.2 June 27, 2016 Download Release notes Python 3.5.1 Dec. 7, 2015 Download Release notes Python 3.5.0 Sept. 13, 2015 Download Release notes Python 3.4.10 March 18, 2019 Download Release notes Python 3.4.9 Aug. 2, 2018 Download Release notes Python 3.4.8 Feb. 5, 2018 Download Release notes Python 3.4.7 Aug. 9, 2017 Download Release notes Python 3.4.6 Jan. 17, 2017 Download Release notes Python 3.4.5 June 27, 2016 Download Release notes Python 3.4.4 Dec. 21, 2015 Download Release notes Python 3.4.3 Feb. 25, 2015 Download Release notes Python 3.4.2 Oct. 13, 2014 Download Release notes Python 3.4.1 May 19, 2014 Download Release notes Python 3.4.0 March 17, 2014 Download Release notes Python 3.3.7 Sept. 19, 2017 Download Release notes Python 3.3.6 Oct. 12, 2014 Download Release notes Python 3.3.5 March 9, 2014 Download Release notes Python 3.3.4 Feb. 9, 2014 Download Release notes Python 3.3.3 Nov. 17, 2013 Download Release notes Python 3.3.2 May 15, 2013 Download Release notes Python 3.3.1 April 6, 2013 Download Release notes Python 3.3.0 Sept. 29, 2012 Download Release notes Python 3.2.6 Oct. 12, 2014 Download Release notes Python 3.2.5 May 15, 2013 Download Release notes Python 3.2.4 April 6, 2013 Download Release notes Python 3.2.3 April 10, 2012 Download Release notes Python 3.2.2 Sept. 3, 2011 Download Release notes Python 3.2.1 July 9, 2011 Download Release notes Python 3.2.0 Feb. 20, 2011 Download Release notes Python 3.1.5 April 9, 2012 Download Release notes Python 3.1.4 June 11, 2011 Download Release notes Python 3.1.3 Nov. 27, 2010 Download Release notes Python 3.1.2 March 20, 2010 Download Release notes Python 3.1.1 Aug. 17, 2009 Download Release notes Python 3.1.0 June 26, 2009 Download Release notes Python 3.0.1 Feb. 13, 2009 Download Release notes Python 3.0.0 Dec. 3, 2008 Download Release notes Python 2.7.18 April 20, 2020 Download Release notes Python 2.7.17 Oct. 19, 2019 Download Release notes Python 2.7.16 March 4, 2019 Download Release notes Python 2.7.15 May 1, 2018 Download Release notes Python 2.7.14 Sept. 16, 2017 Download Release notes Python 2.7.13 Dec. 17, 2016 Download Release notes Python 2.7.12 June 25, 2016 Download Release notes Python 2.7.11 Dec. 5, 2015 Download Release notes Python 2.7.10 May 23, 2015 Download Release notes Python 2.7.9 Dec. 10, 2014 Download Release notes Python 2.7.8 July 2, 2014 Download Release notes Python 2.7.7 June 1, 2014 Download Release notes Python 2.7.6 Nov. 10, 2013 Download Release notes Python 2.7.5 May 12, 2013 Download Release notes Python 2.7.4 April 6, 2013 Download Release notes Python 2.7.3 April 9, 2012 Download Release notes Python 2.7.2 June 11, 2011 Download Release notes Python 2.7.1 Nov. 27, 2010 Download Release notes Python 2.7.0 July 3, 2010 Download Release notes Python 2.6.9 Oct. 29, 2013 Download Release notes Python 2.6.8 April 10, 2012 Download Release notes Python 2.6.7 June 3, 2011 Download Release notes Python 2.6.6 Aug. 24, 2010 Download Release notes Python 2.6.5 March 18, 2010 Download Release notes Python 2.6.4 Oct. 26, 2009 Download Release notes Python 2.6.3 Oct. 2, 2009 Download Release notes Python 2.6.2 April 14, 2009 Download Release notes Python 2.6.1 Dec. 4, 2008 Download Release notes Python 2.6.0 Oct. 2, 2008 Download Release notes Python 2.5.6 May 26, 2011 Download Release notes Python 2.5.5 Jan. 31, 2010 Download Release notes Python 2.5.4 Dec. 23, 2008 Download Release notes Python 2.5.3 Dec. 19, 2008 Download Release notes Python 2.5.2 Feb. 21, 2008 Download Release notes Python 2.5.1 April 19, 2007 Download Release notes Python 2.5.0 Sept. 19, 2006 Download Release notes Python 2.4.6 Dec. 19, 2008 Download Release notes Python 2.4.5 March 11, 2008 Download Release notes Python 2.4.4 Oct. 18, 2006 Download Release notes Python 2.4.3 April 15, 2006 Download Release notes Python 2.4.2 Sept. 27, 2005 Download Release notes Python 2.4.1 March 30, 2005 Download Release notes Python 2.4.0 Nov. 30, 2004 Download Release notes Python 2.3.7 March 11, 2008 Download Release notes Python 2.3.6 Nov. 1, 2006 Download Release notes Python 2.3.5 Feb. 8, 2005 Download Release notes Python 2.3.4 May 27, 2004 Download Release notes Python 2.3.3 Dec. 19, 2003 Download Release notes Python 2.3.2 Oct. 3, 2003 Download Release notes Python 2.3.1 Sept. 23, 2003 Download Release notes Python 2.3.0 July 29, 2003 Download Release notes Python 2.
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SUB-PAGE (https://python.org/blogs/) Our Blogs | Python.org
Notice: This page displays a fallback because interactive scripts did not run. Possible causes include disabled JavaScript or failure to load scripts or stylesheets. [H2] Latest News More [H3] Everything Security at PyCon US 2026 June 17, 2026 [H3] Python 3.14.6 and 3.13.14 are now available! June 10, 2026 [H3] PSF Strategic Plan 2026 Draft: Open for Community Feedback June 4, 2026 [H3] No Starch Press Humble Bundle: Grab a Deal and Support the PSF! June 2, 2026 [H3] Python 3.15.0 beta 2 is here! June 2, 2026 [H2] Python Insider Subscriptions Subscribe to Python Insider via: RSS Also check out the Discussions on Python.org [H2] Copyright Python Insider by the Python Core Team is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License. Based on a work at blog.python.org.
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🧭 Industry Context — common generic-claim patterns in Software, SaaS & Tech Products to weigh the text against
Generic Claims:
the all-in-one platform, trusted by thousands of companies, increase productivity by X percent, save hours every week, the leading platform for, built for teams of all sizes…
Red Flags:
AI claims without explaining what the AI does, customer logos without case study or testimonial evidence, no live product access or demo, SOC 2 claims without audit period or report availability, productivity claims without methodology, pricing hidden behind sales calls only…
Semantic Drift Patterns:
homepage claims AI-powered but product is rules-based, claims enterprise-grade but pricing page shows startup tiers only, homepage shows Fortune 500 logos but case studies are small businesses, claims all-in-one but integration page shows critical missing pieces, free plan promoted but core features require expensive upgrade…
Proof Expectations:
live product demo or free trial access, specific feature documentation with screenshots, verified customer logos with published case studies, third-party review scores on G2, Capterra, or TrustRadius, published uptime SLA and status page, security certifications with audit dates…
Explore the other reputation pillars for Python Software Foundation
Analysis Disclosure & Source Attribution
This page presents a snapshot of public data from Python Software Foundation, captured on June 19, 2026, to show how machine logic reads Information Density signals into an AI reputation evaluation.
Purpose: This data is presented under “Fair Use” for the purpose of independent signal analysis, allowing readers to see the raw signals behind the reputation score.
Notice to Python Software Foundation: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results are intended as professional feedback to help improve any website’s machine-readability and authority signals. The evaluation is free, and any company can request a fresh audit at any time.
Any company can use the insights for free and improve its voice. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.
To all users: You are encouraged to visit the live site at https://python.org to view the most current version of its content and see directly what this company is about and what it offers.