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@@ -79,7 +79,7 @@ The dataset was collected from **Nairaland.com**, extracting **1,795,908 unique
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  ## Data Cleaning
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- The cleaning process was conducted using **[Datatrove](https://github.com/huggingface/datatrove)**, the same library employed in cleaning the **[FineWeb edu](https://huggingface.co/datasets/HuggingFaceFW/fineweb)** dataset, which is known for its high quality. The data cleaning process involved multiple stages of deduplication, filtering, and normalization to ensure the dataset's quality matches that of other high-performing datasets.
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  ### Data Cleaning Procedure:
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  - **Step 1:** Remove duplicate posts and links.
 
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  ## Data Cleaning
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+ The cleaning process was conducted using **[Datatrove](https://github.com/huggingface/datatrove)**, the same library employed in cleaning the **[FineWeb](https://huggingface.co/datasets/HuggingFaceFW/fineweb)** dataset, which is known for its high quality. The data cleaning process involved multiple stages of deduplication, filtering, and normalization to ensure the dataset's quality matches that of other high-performing datasets.
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  ### Data Cleaning Procedure:
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  - **Step 1:** Remove duplicate posts and links.