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@@ -13,5 +13,5 @@ EDA -
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  The dataset contains 120 samples with no missing values across all fields.
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  The product categories and target audiences are relatively balanced.
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  Advertising texts are short and consistent, with an average length of approximately 8 words.
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- All image paths were verified and correspond to valid image files.
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  Overall, the dataset is clean, consistent, and suitable for downstream embedding, retrieval, and multimodal AI tasks.
 
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  The dataset contains 120 samples with no missing values across all fields.
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  The product categories and target audiences are relatively balanced.
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  Advertising texts are short and consistent, with an average length of approximately 8 words.
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+ All samples include images with no missing values in the image column.
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  Overall, the dataset is clean, consistent, and suitable for downstream embedding, retrieval, and multimodal AI tasks.