--- a
+++ b/scripts/debug_cic.py
@@ -0,0 +1,25 @@
+import os
+import sys
+
+sys.path.append('.')
+sys.path.append('..')
+
+sys.path.append('/Users/joewandy/Work/git/pyMultiOmics')
+
+from pyMultiOmics.loader import process_affinity_data
+
+
+def main():
+    in_dir = '/Users/joewandy/Library/CloudStorage/OneDrive-UniversityofGlasgow/CiC_Affinity_Biomarkers'
+    file_name = os.path.join(in_dir, 'data_group_clustering.xlsx')
+    filter_method = 'batch'
+    filter_thresh = 0.50
+    correct_batch = False
+    data_df, sample_metadata_df, feature_metadata_df = process_affinity_data(
+        file_name, filter_method=filter_method, filter_thresh=filter_thresh,
+        correct_batch=correct_batch
+    )
+
+
+if __name__ == '__main__':
+    main()