Update README.md

README.md

@@ -27,12 +27,13 @@ configs:
 ---
 
 
-Affinity dataset from [Bindwell](https://github.com/Bindwell/APPT) (1/27/25). Natively fairly nonredundant via indel sequence similarity calculations.
+# Affinity dataset from [Bindwell](https://github.com/Bindwell/APPT)
 
+Natively fairly nonredundant via indel sequence similarity calculations.
 <img src="https://cdn-uploads.huggingface.co/production/uploads/62f2bd3bdb7cbd214b658c48/o7iHaBUhk6fwZusSusls9.png" width="600">
 
 
-Example use:
+## Example use
 
 ```python
 from datasets import load_dataset
@@ -51,4 +52,5 @@ def get_affinity_data():
     return train, valid, test
 ```
 
+## Please cite
 Please cite Bindwell's work if you use this dataset.