diff --git a/ci/cudf_pandas_scripts/run_tests.sh b/ci/cudf_pandas_scripts/run_tests.sh
index 650e3692bc8..0796bab213a 100755
--- a/ci/cudf_pandas_scripts/run_tests.sh
+++ b/ci/cudf_pandas_scripts/run_tests.sh
@@ -83,10 +83,7 @@ which gdb
 # The third-party integration tests are ignored because they are run nightly in seperate CI job
 python -m pytest -p cudf.pandas \
     --ignore=./python/cudf/cudf_pandas_tests/third_party_integration_tests/ \
-    --cov-config=./python/cudf/.coveragerc \
-    --cov=cudf \
-    --cov-report=xml:"${RAPIDS_COVERAGE_DIR}/cudf-pandas-coverage.xml" \
-    --cov-report=term \
+    -vs \
     ./python/cudf/cudf_pandas_tests/
 
 output=$(python ci/cudf_pandas_scripts/fetch_pandas_versions.py $pandas_version_constraint)
diff --git a/docs/cudf/source/user_guide/10min.ipynb b/docs/cudf/source/user_guide/10min.ipynb
index 46221b6015b..17b3bab0278 100644
--- a/docs/cudf/source/user_guide/10min.ipynb
+++ b/docs/cudf/source/user_guide/10min.ipynb
@@ -37,12 +37,11 @@
    "source": [
     "import os\n",
     "\n",
+    "import cudf\n",
     "import cupy as cp\n",
     "import dask_cudf\n",
     "import pandas as pd\n",
     "\n",
-    "import cudf\n",
-    "\n",
     "cp.random.seed(12)\n",
     "\n",
     "#### Portions of this were borrowed and adapted from the\n",
diff --git a/docs/cudf/source/user_guide/cupy-interop.ipynb b/docs/cudf/source/user_guide/cupy-interop.ipynb
index c5b1210a2c7..e26fe947f1d 100644
--- a/docs/cudf/source/user_guide/cupy-interop.ipynb
+++ b/docs/cudf/source/user_guide/cupy-interop.ipynb
@@ -19,11 +19,10 @@
    "source": [
     "import timeit\n",
     "\n",
+    "import cudf\n",
     "import cupy as cp\n",
     "from packaging import version\n",
     "\n",
-    "import cudf\n",
-    "\n",
     "if version.parse(cp.__version__) >= version.parse(\"10.0.0\"):\n",
     "    cupy_from_dlpack = cp.from_dlpack\n",
     "else:\n",
diff --git a/docs/cudf/source/user_guide/missing-data.ipynb b/docs/cudf/source/user_guide/missing-data.ipynb
index f1404ce0b77..0ec5b581f7b 100644
--- a/docs/cudf/source/user_guide/missing-data.ipynb
+++ b/docs/cudf/source/user_guide/missing-data.ipynb
@@ -39,9 +39,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import numpy as np\n",
-    "\n",
-    "import cudf"
+    "import cudf\n",
+    "import numpy as np"
    ]
   },
   {
diff --git a/docs/cudf/source/user_guide/performance-comparisons/performance-comparisons.ipynb b/docs/cudf/source/user_guide/performance-comparisons/performance-comparisons.ipynb
index d9df99bf16a..ef66a59c4ee 100644
--- a/docs/cudf/source/user_guide/performance-comparisons/performance-comparisons.ipynb
+++ b/docs/cudf/source/user_guide/performance-comparisons/performance-comparisons.ipynb
@@ -41,12 +41,11 @@
     "import timeit\n",
     "from io import BytesIO\n",
     "\n",
+    "import cudf\n",
     "import matplotlib.pyplot as plt\n",
     "import numpy as np\n",
     "import pandas as pd\n",
     "\n",
-    "import cudf\n",
-    "\n",
     "print(f\"{cudf.__version__=}\")"
    ]
   },