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9ca9539
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1 Parent(s): fe486ee

Update null value filtering approach

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  1. embeddings/README.md +1 -1
embeddings/README.md CHANGED
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  ## Taxonomic JSON Construction
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  The `JSON` was created from the [TreeOfLife-200M catalog](../catalog.parquet) through the following process:
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- * **Null Value Filtering:** Remove records where `kingdom`, `phylum`, `class`, `order`, `family`, `genus`, or `species` are `null`.
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  * **Deduplication:** Rows are deduplicated based on the combination of `kingdom`, `phylum`, `class`, `order`, `family`, `genus`, and `species`. This ensures that each unique taxonomic combination appears exactly once.
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  * **Common Name Handling:** Currently, the source metadata often contains multiple common names for a single unique taxonomic combination. During processing, **the first common name encountered** for a given unique taxonomic combination is retained. We plan future improvements to establish a definitive 1-to-1 mapping or a more comprehensive common name strategy.
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  ## Taxonomic JSON Construction
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  The `JSON` was created from the [TreeOfLife-200M catalog](../catalog.parquet) through the following process:
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+ * **Null Value Filtering:** Remove records where `kingdom` or `species` are `null`.
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  * **Deduplication:** Rows are deduplicated based on the combination of `kingdom`, `phylum`, `class`, `order`, `family`, `genus`, and `species`. This ensures that each unique taxonomic combination appears exactly once.
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  * **Common Name Handling:** Currently, the source metadata often contains multiple common names for a single unique taxonomic combination. During processing, **the first common name encountered** for a given unique taxonomic combination is retained. We plan future improvements to establish a definitive 1-to-1 mapping or a more comprehensive common name strategy.
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