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@@ -68,7 +68,7 @@ widget:
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  # 🌍 Global Actuarial Glossary - Breaking Language Barriers in Finance
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  [![License: CC BY 4.0](https://img.shields.io/badge/License-CC%20BY%204.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/)
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- [![Dataset](https://img.shields.io/badge/πŸ€—%20Dataset-Hugging%20Face-blue)](https://huggingface.co/datasets/your-username/dataset-actuarial-global-glossary)
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  [![Languages](https://img.shields.io/badge/Languages-8-green)](#languages-supported)
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  [![Terms](https://img.shields.io/badge/Terms-1400+-orange)](#dataset-statistics)
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  [![Downloads](https://img.shields.io/badge/Downloads-10K+-purple)]()
@@ -146,7 +146,7 @@ from datasets import load_dataset
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  import pandas as pd
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  # Load the global knowledge
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- dataset = load_dataset("your-username/dataset-actuarial-global-glossary")
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  df = dataset['train'].to_pandas()
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  def translate_term(term, target_language="spanish"):
@@ -245,7 +245,7 @@ pip install datasets pandas transformers
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  # 2. Load and explore
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  python -c "
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  from datasets import load_dataset
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- ds = load_dataset('your-username/dataset-actuarial-global-glossary')
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  print(f'Loaded {len(ds[\"train\"])} professional terms!')
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  print('Sample:', ds['train'][0])
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  "
@@ -366,7 +366,7 @@ class MultilingualActuarialAPI:
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  author={Actuarial Education Consortium},
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  year={2025},
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  publisher={Hugging Face Datasets},
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- url={https://huggingface.co/datasets/your-username/dataset-actuarial-global-glossary},
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  note={Comprehensive multilingual dataset for actuarial science and insurance terminology},
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  license={CC BY 4.0}
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  }
@@ -378,7 +378,7 @@ class MultilingualActuarialAPI:
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  ## 🌟 Ready to Change the World of Actuarial Science?
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- [![Download Dataset](https://img.shields.io/badge/πŸ“₯_Download_Now-blue?style=for-the-badge&logo=download&logoColor=white)](https://huggingface.co/datasets/your-username/dataset-actuarial-global-glossary)
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  [![LinkedIn](https://img.shields.io/badge/🀝_Connect_&_Collaborate-blue?style=for-the-badge&logo=linkedin&logoColor=white)](https://www.linkedin.com/in/manuel-caccone-42872141/)
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  [![Share](https://img.shields.io/badge/πŸš€_Share_the_Mission-green?style=for-the-badge&logo=share&logoColor=white)](https://twitter.com/intent/tweet?text=Just%20discovered%20the%20Global%20Actuarial%20Glossary%20dataset%21%20Breaking%20language%20barriers%20in%20finance%20with%201400%2B%20terms%20in%208%20languages%20🌍%20%23ActuarialScience%20%23MultilingualAI)
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  # 🌍 Global Actuarial Glossary - Breaking Language Barriers in Finance
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  [![License: CC BY 4.0](https://img.shields.io/badge/License-CC%20BY%204.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/)
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+ [![Dataset](https://img.shields.io/badge/πŸ€—%20Dataset-Hugging%20Face-blue)](https://huggingface.co/datasets/manuelcaccone/actuarial-global-glossary-multilingual)
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  [![Languages](https://img.shields.io/badge/Languages-8-green)](#languages-supported)
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  [![Terms](https://img.shields.io/badge/Terms-1400+-orange)](#dataset-statistics)
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  [![Downloads](https://img.shields.io/badge/Downloads-10K+-purple)]()
 
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  import pandas as pd
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  # Load the global knowledge
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+ dataset = load_dataset("manuelcaccone/actuarial-global-glossary-multilingual")
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  df = dataset['train'].to_pandas()
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  def translate_term(term, target_language="spanish"):
 
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  # 2. Load and explore
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  python -c "
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  from datasets import load_dataset
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+ ds = load_dataset('manuelcaccone/actuarial-global-glossary-multilingual')
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  print(f'Loaded {len(ds[\"train\"])} professional terms!')
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  print('Sample:', ds['train'][0])
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  "
 
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  author={Actuarial Education Consortium},
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  year={2025},
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  publisher={Hugging Face Datasets},
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+ url={https://huggingface.co/datasets/manuelcaccone/actuarial-global-glossary-multilingual},
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  note={Comprehensive multilingual dataset for actuarial science and insurance terminology},
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  license={CC BY 4.0}
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  }
 
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  ## 🌟 Ready to Change the World of Actuarial Science?
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+ [![Download Dataset](https://img.shields.io/badge/πŸ“₯_Download_Now-blue?style=for-the-badge&logo=download&logoColor=white)](https://huggingface.co/datasets/manuelcaccone/actuarial-global-glossary-multilingual)
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  [![LinkedIn](https://img.shields.io/badge/🀝_Connect_&_Collaborate-blue?style=for-the-badge&logo=linkedin&logoColor=white)](https://www.linkedin.com/in/manuel-caccone-42872141/)
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  [![Share](https://img.shields.io/badge/πŸš€_Share_the_Mission-green?style=for-the-badge&logo=share&logoColor=white)](https://twitter.com/intent/tweet?text=Just%20discovered%20the%20Global%20Actuarial%20Glossary%20dataset%21%20Breaking%20language%20barriers%20in%20finance%20with%201400%2B%20terms%20in%208%20languages%20🌍%20%23ActuarialScience%20%23MultilingualAI)
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