diff --git a/ojd_daps_skills/extract_skills/extract_skills_utils.py b/ojd_daps_skills/extract_skills/extract_skills_utils.py
index 778cbc28..e332f7b3 100644
--- a/ojd_daps_skills/extract_skills/extract_skills_utils.py
+++ b/ojd_daps_skills/extract_skills/extract_skills_utils.py
@@ -13,7 +13,6 @@
 from sklearn.pipeline import Pipeline
 from skops.hub_utils import download
 from spacy.language import Language
-from spacy.tokens import Doc
 from wasabi import msg
 
 from ojd_daps_skills import PUBLIC_MODEL_FOLDER_PATH
diff --git a/ojd_daps_skills/utils/download_public_data.py b/ojd_daps_skills/utils/download_public_data.py
index db09f1aa..867b8a73 100644
--- a/ojd_daps_skills/utils/download_public_data.py
+++ b/ojd_daps_skills/utils/download_public_data.py
@@ -13,10 +13,10 @@
 def download_data():
     """Download public data. Expected to run once on first use."""
     s3 = boto3.client(
-        "s3", region_name="eu-west-1", config=Config(signature_version=UNSIGNED)
+        "s3", region_name="eu-west-2", config=Config(signature_version=UNSIGNED)
     )
 
-    bucket_name = "open-jobs-indicators"
+    bucket_name = "nesta-open-data"
     key = "escoe_extension/ojd_daps_skills_data_refactor.zip"
 
     try:
diff --git a/tests/test_skill_mapper.py b/tests/test_skill_mapper.py
index a17fd6a4..1c22817e 100644
--- a/tests/test_skill_mapper.py
+++ b/tests/test_skill_mapper.py
@@ -66,7 +66,7 @@ def test_get_top_taxonomy_skills(
     assert len(top_taxonomy_skills) == 3
     assert isinstance(top_taxonomy_skills[0], list)
     assert isinstance(top_taxonomy_skills[1], list)
-    assert type(top_taxonomy_skills[2]) == pd.core.indexes.base.Index
+    assert type(top_taxonomy_skills[2]) is pd.core.indexes.base.Index
     assert len(top_taxonomy_skills[1][0]) == 2