PyRank
oseymour

scraperfc

Python package for scraping soccer data from a variety of sources
PyPI GitHub
More links
Download Stats documentation
Monthly downloads
3.8K
Weekly downloads
698
GitHub stars
415

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
4.5.0
Requires Python
>=3.10
Licence
GNU General Public License v3.0
Last Release
6 months ago
Author
Owen Seymour
First Release
March 24, 2021
Total Releases
104
Python Versions
3.10 3.11 3.12 3.13
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
50
Popularity
56
Adoption
35
Community
55
Provenance
0
How the maintenance status was determined
Last commit
190 days ago
Monthly downloads
3,775
Active
Activity within 30 days
Stable
Activity within 31-180 days
• Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
3,775
Stars
415
Stars per 1k downloads
109.93
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
100
Month daily avg
126
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
More insights and metrics
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
GNU General Public License v3.0
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
190 days ago
Total releases
104
Releases/year
18.7
• Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
12
Monthly downloads
3,775
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
59
 
Issue Burden
12.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
11.9%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 40
Windows 4
macOS 1

Python Versions

3.12
86.0% 37
3.13
4.7% 2
3.14
4.7% 2
3.10
2.3% 1
3.11
2.3% 1

Top Countries

1. US US
136
2. BR BR
2
3. DE DE
2
4. CH CH
1
5. CN CN
1
6. IT IT
1
7. SE SE
1
8. TZ TZ
1

Weekly Downloads

GitHub Stars

Dependencies

13
23 optional dependencies
  • build>=1.2.2.post1[build]
    extra == "build"
  • furo>=2024.8.6[docs]
    extra == "docs"
  • marimo>=0.19.4[dev]
    extra == "dev"
  • mypy>=1.14.1[typecheck]
    extra == "typecheck"
  • myst-nb>=1.1.2[docs]
    extra == "docs"
  • pandas-stubs>=2.2.2.240807[typecheck]
    extra == "typecheck"
  • prek>=0.3.5[dev]
    extra == "dev"
  • publish>=0.3.6[publish]
    extra == "publish"
  • pydoclint>=0.8.3[lint]
    extra == "lint"
  • pytest>=8.3.4[test]
    extra == "test"
  • pytest-cov>=6.0.0[test]
    extra == "test"
  • ruff>=0.11.10[lint]
    extra == "lint"
  • setuptools>=75.8.0[build]
    extra == "build"
  • sphinx>=7.4.7[docs]
    extra == "docs"
  • sphinx-lint>=1.0.2[lint]
    extra == "lint"
  • tox>=4.24.1[dev]
    extra == "dev"
  • types-beautifulsoup4>=4.12.0.20241020[typecheck]
    extra == "typecheck"
  • types-openpyxl>=3.1.5.20241225[typecheck]
    extra == "typecheck"
  • types-python-dateutil>=2.9.0.20241206[typecheck]
    extra == "typecheck"
  • types-pyyaml>=6.0.12.20250516[typecheck]
    extra == "typecheck"
  • types-requests>=2.32.0.20241016[typecheck]
    extra == "typecheck"
  • types-tqdm>=4.67.0.20241221[typecheck]
    extra == "typecheck"
  • wheel>=0.45.1[build]
    extra == "build"

Used By

0
Not used by any tracked packages

Repository details

Forks
101
Issues
5
Last Commit
6 months ago
Contributors
12
Open PRs
5
Archived
No