diff --git a/src/ydata_profiling/utils/cache.py b/src/ydata_profiling/utils/cache.py
index cb1bbce9c..8640d86a6 100644
--- a/src/ydata_profiling/utils/cache.py
+++ b/src/ydata_profiling/utils/cache.py
@@ -1,7 +1,8 @@
 """Dataset cache utility functions"""
 import zipfile
 from pathlib import Path
-from urllib import request
+
+from requests import get as get_file
 
 from ydata_profiling.utils.paths import get_data_path
 
@@ -24,8 +25,10 @@ def cache_file(file_name: str, url: str) -> Path:
 
     # If not exists, download and create file
     if not file_path.exists():
-        response = request.urlopen(url)
-        file_path.write_bytes(response.read())
+        response = get_file(url, allow_redirects=True)
+        response.raise_for_status()
+
+        file_path.write_bytes(response.content)
 
     return file_path
 
@@ -42,16 +45,11 @@ def cache_zipped_file(file_name: str, url: str) -> Path:
     """
 
     data_path = get_data_path()
-    data_path.mkdir(exist_ok=True)
-
     file_path = data_path / file_name
 
     # If not exists, download and create file
     if not file_path.exists():
-        response = request.urlopen(url)
-
-        tmp_path = data_path / "tmp.zip"
-        tmp_path.write_bytes(response.read())
+        tmp_path = cache_file("tmp.zip", url)
 
         with zipfile.ZipFile(tmp_path, "r") as zip_file:
             zip_file.extract(file_path.name, data_path)
diff --git a/tests/unit/test_ge_integration.py b/tests/unit/test_ge_integration.py
index 773b709ba..79b9d90ea 100644
--- a/tests/unit/test_ge_integration.py
+++ b/tests/unit/test_ge_integration.py
@@ -42,7 +42,7 @@ def test_to_expectations_suite_context_save_and_build_data_docs(mod, context, df
     mod.data_context.DataContext.assert_not_called()
     mod.dataset.PandasDataset.assert_called_once()
 
-    context.create_expectation_suite.assert_called_once()
+    context.add_expectation_suite.assert_called_once()
     context.save_expectation_suite.assert_called_once()
     context.build_data_docs.assert_called_once()
     context.open_data_docs.assert_called_once()
@@ -60,7 +60,7 @@ def test_to_expectations_suite_context_no_save_and_build_data_docs(mod, context,
     mod.data_context.DataContext.assert_not_called()
     mod.dataset.PandasDataset.assert_called_once()
 
-    context.create_expectation_suite.assert_called_once()
+    context.add_expectation_suite.assert_called_once()
     context.save_expectation_suite.assert_called_once()
     context.build_data_docs.assert_called_once()
     context.open_data_docs.assert_called_once()
@@ -78,7 +78,7 @@ def test_to_expectations_suite_context_no_save_and_no_build_data_docs(mod, conte
     mod.data_context.DataContext.assert_not_called()
     mod.dataset.PandasDataset.assert_called_once()
 
-    context.create_expectation_suite.assert_called_once()
+    context.add_expectation_suite.assert_called_once()
     context.save_expectation_suite.assert_not_called()
     context.build_data_docs.assert_not_called()
     context.open_data_docs.assert_not_called()
@@ -92,7 +92,7 @@ def test_to_expectations_suite_title(context, df):
         run_validation=False,
     )
 
-    context.create_expectation_suite.assert_called_once_with(
+    context.add_expectation_suite.assert_called_once_with(
         "expectations-dataset", overwrite_existing=True
     )