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Commercial use License clarification

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@@ -39,7 +39,7 @@ This dataset was compiled using public data from the Russian Federal Antimonopol
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  The dataset is provided for informational and research purposes under the **CC BY-NC-SA 4.0** license, which **does not permit** commercial use.
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- Separately, for companies interested in the commercial use of this data (including but not limited to integration into paid products), the author is open to discussing the provision of a **separate commercial license**. Please get in touch to inquire about the terms.
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  The language of the dataset is Russian.
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@@ -139,6 +139,20 @@ Under the following terms:
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  - ❌ **NonCommercial** — You may not use the material for commercial purposes.
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  - 🔄 **ShareAlike** — If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original.
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  ## 📖 Citing this Dataset
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  ```bibtex
 
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  The dataset is provided for informational and research purposes under the **CC BY-NC-SA 4.0** license, which **does not permit** commercial use.
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+ Separately, for companies interested in the commercial use of this data (including but not limited to integration into paid or internal efficiency enhancing products), the author is open to discussing the provision of a **separate commercial license**. Please get in touch to inquire about the terms.
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  The language of the dataset is Russian.
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  - ❌ **NonCommercial** — You may not use the material for commercial purposes.
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  - 🔄 **ShareAlike** — If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original.
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+ **🔍 Commercial Use Clarification**
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+ Under this license, commercial use includes but is not limited to:
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+ - Integration into paid products or services offered on the market
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+ - Use in internal business processes and tools (e.g., AI chatbots, RAG systems, automated workflows) that enhance operational efficiency or productivity
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+ - Incorporation into proprietary software or data pipelines, even if used internally
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+ Permitted non-commercial use:
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+ - Academic and educational research
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+ - Individual analysis and exploration by professionals (lawyers, marketers, etc.) for their direct work, without incorporating the dataset into automated systems or tools
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+ For commercial use: If you wish to integrate this dataset (or any portion of it) into your business workflows, products, or internal systems, please get in touch to inquire about the terms of a **separate commercial license**.
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  ## 📖 Citing this Dataset
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  ```bibtex