Update README.md

README.md

@@ -21,8 +21,9 @@ configs:
 
 # Gene Ontology Annotation UniProt
 
-This dataset contains the original GOA UniProt source files plus a viewer-friendly Parquet sample/index table. The source `goa_uniprot_all.gaf.gz` and `goa_uniprot_all.gpa.gz` files are very large, so the default Dataset Viewer table contains the first 50,000 parsed annotation rows from each source file, along with a source-file manifest in `metadata/source_files.parquet`.
+GOA provides high-quality, evidence-coded Gene Ontology annotations for UniProtKB proteins, RNAs, and protein complexes.
 
+This dataset contains the original GOA UniProt source files plus a viewer-friendly Parquet sample/index table. The source `goa_uniprot_all.gaf.gz` and `goa_uniprot_all.gpa.gz` files are very large, so the default Dataset Viewer table contains the first 50,000 parsed annotation rows from each source file, along with a source-file manifest in `metadata/source_files.parquet`.
 Use the original compressed files for complete GOA coverage. Use the default Parquet table for quick inspection, schema discovery, examples, and Dataset Viewer previews.
 
 ## Splits
@@ -143,6 +144,17 @@ gaf_path = hf_hub_download(
 | `gene_product_form_id` | Gene product form identifier. |
 | `split_bucket` | Deterministic split bucket from `sha256(annotation_id) % 10`. |
 
-## Preparation
+# Citaton
 
-The normalization script used to create the Parquet files is included at `scripts/prepare_goa_dataset.py`.
+```
+@article{huntley2015goa,
+  title   = {The {GOA} database: Gene Ontology annotation updates for 2015},
+  author  = {Huntley, Rachael P. and Sawford, Tony and Mutowo-Meullenet, Prudence and Shypitsyna, Aleksandra and Bonilla, Carlos and Martin, Maria Jesus and O'Donovan, Claire},
+  journal = {Nucleic Acids Research},
+  volume  = {43},
+  number  = {D1},
+  pages   = {D1057--D1063},
+  year    = {2015},
+  doi     = {10.1093/nar/gku1113}
+}
+```