🎓 Hossam Data Helper

Python Version License: MIT PyPI version Documentation

Hossam은 데이터 분석, 시각화, 통계 처리를 위한 종합 헬퍼 라이브러리입니다.

아이티윌(ITWILL)에서 진행 중인 머신러닝 및 데이터 분석 수업을 위해 개발되었으며, 이광호 강사의 강의에서 활용됩니다.

✨ 주요 특징

  • 📊 풍부한 시각화: 25+ 시각화 함수 (Seaborn/Matplotlib 기반) — 분포·관계·회귀 진단·분류/군집 평가 시각화
  • 🔧 데이터 품질 점검: 자료형 변환, 중복·결측·이상치 탐지, 대화형 자동 점검
  • 📦 샘플 데이터: 학습용 데이터셋 즉시 로드
  • 🎓 수업 운영 도구: 수강생 그룹 편성 및 분석 리포트
  • 📈 교육용 최적화: 데이터 분석 교육에 특화된 설계

📦 설치

pip install --upgrade hossam

요구사항: Python 3.11 ~ 3.13

📚 전체 문서

완전한 API 문서와 가이드는 py.hossam.kr에서 확인하세요.

📄 라이선스

이 프로젝트는 MIT 라이선스를 따릅니다. 자유롭게 사용, 수정, 배포할 수 있습니다.

🔗 링크

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  • Released:
Newer release available (0.5.33)

1 maintainer

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Avatar for leekh4232 from gravatar.com leekh4232

Credits

PyPI data
Data sourced directly from PyPI's database.

Author: Lee Kwang-Ho

License expression

MIT
View SPDX License List

Requires

Python >=3.11.0

Provides Extra

docs

Tags

data analysis helper hossam scikit-learn pandas numpy matplotlib seaborn plotly

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