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9 changes: 6 additions & 3 deletions README.md
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<br>


<!-- 第一排:下载量 -->
[![Total Downloads](https://img.shields.io/pepy/dt/cheminformant?style=for-the-badge&color=306998&label=Downloads&logo=python)](https://pepy.tech/project/cheminformant)


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<p>
<a href="https://doi.org/10.21105/joss.08341">
<img src="https://joss.theoj.org/papers/10.21105/joss.08341/status.svg" alt="DOI">
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</a>
</p>


<!-- 第三排:其他 -->
<p>
<a href="https://pypi.org/project/ChemInformant/">
<img src="https://img.shields.io/pypi/v/ChemInformant.svg" alt="PyPI version">
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<a href="https://cdn.jsdelivr.net/gh/HzaCode/ChemInformant@gh-pages/coverage.svg">
<img src="https://cdn.jsdelivr.net/gh/HzaCode/ChemInformant@gh-pages/coverage.svg" alt="coverage">
</a>
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<a href="https://github.com/astral-sh/ruff">
<img src="https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json" alt="Ruff">
</a>
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<a href="https://app.codacy.com/gh/HzaCode/ChemInformant/dashboard?utm_source=gh&utm_medium=referral&utm_content=&utm_campaign=Badge_grade">
<img src="https://app.codacy.com/project/badge/Grade/ba35e3e2f5224858bcaeb8f9c4ee2838" alt="Codacy Badge">
</a>
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---

**ChemInformant** is a robust data acquisition engine for the [PubChem](https://pubchem.ncbi.nlm.nih.gov/) database, engineered for the modern scientific workflow. It intelligently manages network requests, performs rigorous runtime data validation, and delivers analysis-ready results, providing a dependable foundation for any computational chemistry project in Python.
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