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$ show lukasmasuch/best-of-python

[account ↗] [repo ↗] DATA_RESEARCH ★ 4592 342 ● active (last update 1 month ago)
reviewed by: deepseek/deepseek-v4-flash

This repository is the data source and historical archive for the 'best-of-python' curated list of open-source Python projects. It contains a central YAML configuration file (projects.yaml) that defines categories, projects, and metadata (GitHub IDs, PyPI IDs, descriptions, labels). The history/ directory holds weekly CSV snapshots of project metrics (stars, forks, downloads, issue counts, release info, computed ranks) dating from 2021 to mid-2026. The actual generation of the ranked markdown list is performed by an external tool (best-of-generator), which reads the YAML and CSV data and produces the README. The repository itself is not a runnable application or pipeline; it is a structured dataset with a consistent schema for tracking Python ecosystem project popularity and health over time. It serves as a reference for anyone wanting to analyze trends in Python open-source projects or reuse the categorization and ranking methodology for other ecosystems.

RATING7.3/10
QUALITY6.5/10
MAINTENANCEactive
DRIFTlow
REPRODUCIBILITY7.0/10
CONTRIBUTORS18
VELOCITY0.53
OPEN ISSUES50
CLOSED ISSUES6
LAST COMMIT1 month ago
Files by Type (count)
Markdown
207
CSV
195
YAML
3
Other (no ext)
2
Git Ignore
1
Files by Type (size)
CSV
37MB
Markdown
726KB
YAML
59KB
Other (no ext)
19KB
Git Ignore
879B

The LLM identified 1 files worth highlighting for reuse:

The central configuration file defining the entire curated list. It organizes projects into categories (e.g., data-serialization, cli-helpers, machine-learning) with fields for GitHub ID, PyPI ID, Conda ID, description, labels, and resource flags. This schema is reusable for building any curated list of software projects, providing a clean, human-editable format that can be consumed by a generator tool. It demonstrates a simple yet effective pattern for maintaining a ranked catalog with cross-registry identifiers.

file: projects.yaml ↗ | tags: #structured-metadata #curated-list-schema
Last analyzed: 2026-09-05 08:52:35.236949
Next check: 2026-09-12 08:52:35.232649
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