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lxbkid/awesome-data-science

26

๐Ÿ” Discover essential tools, libraries, and resources for data science, covering data collection, analysis, visualization, and machine learning.

What's novel

๐Ÿ” Discover essential tools, libraries, and resources for data science, covering data collection, analysis, visualization, and machine learning.

Code Analysis

2 files read ยท 2 rounds

A static markdown repository intended to list data science resources but containing no actual lists and misleadingly described as an installable application.

Strengths

The utility script `check_readme_links.py` is functional for its basic purpose of validating external links, despite minor issues like a hardcoded path variable.

Weaknesses

The project lacks any substantive content (the actual lists are missing), the README describes a non-existent software installation process, and the utility script has poor usability due to a hardcoded file path.

Score Breakdown

Innovation
2 (25%)
Craft
30 (35%)
Traction
11 (15%)
Scope
19 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+0
Concept Novelty+0

Craft

Ci-3
Tests-4
Polish+1
Releases+0
Has License+0
Code Quality+9
Readme Quality+15
Recent Activity+7
Structure Quality+3
Commit Consistency+2
Has Dependency Mgmt+0

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+3
Early Traction+0
Devto Reactions+0
Community Contribs+2

Scope

Commits+3
Languages+3
Subsystems+0
Bloat Penalty+0
Completeness+3
Contributors+6
Authored Files+4
Readme Code Match+3
Architecture Depth+3
Implementation Depth+8

Evidence

Commits

6

Contributors

2

Files

8

Active weeks

3

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

2

Forks

0

License

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