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README.md
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path: data/train-*
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---
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#
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The OG dataset is a subset of the Open MetaGenomic dataset (OMG).
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OG contains high quality prokaryotic and viral genomes with taxonomic information, and is roughly 10x smaller than OMG.
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print(next(iter(ds)))
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```
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## Citation
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path: data/train-*
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# OG: An Open Genomic Dataset
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The OG dataset is a subset of the Open MetaGenomic dataset (OMG).
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OG contains high quality prokaryotic and viral genomes with taxonomic information, and is roughly 10x smaller than OMG.
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print(next(iter(ds)))
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```
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## Format
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Each row of the dataset represents a genomic scaffold, as an ordered list of amino acid coding sequences (CDS) and nucleotide intergenic sequences (IGS).
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| Feature | Description | Example |
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|---|---|---|
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| `CDS_seqs` | A list of strings representing the amino acid CDS sequences. | `['MALTKVEKRNR...', 'MLGIDNIERVK...', 'MATIKVKQVR...', 'MNLSNIKPAS...']` |
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| `IGS_seqs` | A list of strings representing the nucleotide IGS sequences. | `['AATTTAAGGAA', 'TTTTAAAAGTATCGAAAT', 'TTTTTAAAGAAAA']` |
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| `CDS_position_ids` | A list of integers representing the position of each CDS element in the scaffold. | `[1, 3, 5, 6]` |
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| `IGS_position_ids` | A list of integers representing the position of each IGS element in the scaffold. | `[0, 2, 4]` |
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| `CDS_ids` | A list of string identifiers for each CDS element. | `['7000000126\|C1821366\|CDS\|gene_115413\|+\|84:437', '7000000126\|C1821366\|CDS\|gene_115414\|+\|456:977', '7000000126\|C1821366\|CDS\|gene_115415\|+\|991:1167', '7000000126\|C1821366\|CDS\|gene_115416\|+\|1168:1689']` |
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| `IGS_ids` | A list of string identifiers for each IGS element. | `['7000000126\|C1821366\|IG\|IG_000001\|+\|73:83', '7000000126\|C1821366\|IG\|IG_000002\|+\|438:455', '7000000126\|C1821366\|IG\|IG_000003\|+\|978:990']` |
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| `CDS_orientations` | A list of booleans indicating the orientation of each CDS. `True` represents the forward strand, and `False` represents the reverse strand. | `[True, True, True, False]` |
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The format for the CDS and IGS id fields is: `sample_accession|contig_id|feature_type|gene_id|strand|start:end`
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## Citation
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