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@@ -89,13 +89,13 @@ A typical instance in the dataset represents a single academic paper that publis
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  ```json
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  {
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- "title": "UrbanEV: An Open Benchmark Dataset for Urban Electric Vehicle Charging",
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  "doi": "10.1038/s41597-025-04874-4",
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  "url": "https://doi.org/10.1038/s41597-025-04874-4",
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  "journal": "Scientific Data",
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  "year": 2025,
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- "authors": "Smith, J.; Doe, A.",
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- "abstract": "We present UrbanEV, a comprehensive dataset of electric vehicle charging sessions...",
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  "direction": "FLEXERGY",
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  "subcategory": "Electric Vehicles & Mobility"
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  }
 
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  ```json
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  {
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+ "title": "UrbanEV: An Open Benchmark Dataset for Urban Electric Vehicle Charging Demand Prediction",
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  "doi": "10.1038/s41597-025-04874-4",
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  "url": "https://doi.org/10.1038/s41597-025-04874-4",
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  "journal": "Scientific Data",
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  "year": 2025,
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+ "authors": "Li, H.; Qu, H.; Tan, X.;You, L.; Zhu, R.; Fan, W.",
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+ "abstract": "The recent surge in electric vehicles (EVs), driven by a collective push to enhance global environmental sustainability...",
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  "direction": "FLEXERGY",
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  "subcategory": "Electric Vehicles & Mobility"
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  }