Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
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((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
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Dependencies
- celery
- faker
- fastapi
- httpx
- jinja2 >=3.0.0
- joblib
- kedro
- matplotlib
- memory-profiler >=0.60.0
- numpy
- openpyxl >=3.0.0
- optuna
- pandas
- psutil >=5.8.0
- pydantic
- python-multipart
- pyyaml
- redis
- requests
- scipy
- seaborn
- tabulate >=0.9.0
- uvicorn
- wbdata
28 optional dependencies
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black>=23.0.0[dev]extra == "dev"
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darglint>=1.8.0[dev]extra == "dev"
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editorconfig-checker>=2.0.0[dev]extra == "dev"
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hypothesis>=6.0.0[dev]extra == "dev"
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isort>=5.0.0[dev]extra == "dev"
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lizard>=1.0.0[dev]extra == "dev"
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mutmut>=2.0.0[dev]extra == "dev"
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mypy>=1.0.0[dev]extra == "dev"
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nbqa>=1.7.0[dev]extra == "dev"
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nbstripout>=0.6.0[dev]extra == "dev"
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nztaxmicrosim[all]extra == "all"
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pandera>=0.18.0[dev]extra == "dev"
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pre-commit>=3.0.0[dev]extra == "dev"
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pyreadr>=0.4.0[research]extra == "research"
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pyreadstat>=1.2.0[research]extra == "research"
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pyright>=1.1.0[dev]extra == "dev"
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pytest>=7.0.0[dev]extra == "dev"
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pytest-benchmark>=4.0.0[dev]extra == "dev"
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pytest-cov>=4.0.0[dev]extra == "dev"
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pytest-html>=4.0.0[dev]extra == "dev"
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pytest-mock>=3.10.0[dev]extra == "dev"
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pytest-order>=1.0.0[dev]extra == "dev"
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ruff>=0.1.0[dev]extra == "dev"
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safety>=2.0.0[dev]extra == "dev"
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semgrep>=1.0.0[dev]extra == "dev"
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syrupy>=4.0.0[dev]extra == "dev"
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tox>=4.0.0[dev]extra == "dev"
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tox-gh-actions>=2.0.0[dev]extra == "dev"