diff --git a/src/ydata_profiling/report/presentation/flavours/html/templates/sequence/sections.html b/src/ydata_profiling/report/presentation/flavours/html/templates/sequence/sections.html
index de9028099..e722edf60 100644
--- a/src/ydata_profiling/report/presentation/flavours/html/templates/sequence/sections.html
+++ b/src/ydata_profiling/report/presentation/flavours/html/templates/sequence/sections.html
@@ -5,9 +5,9 @@
             <div class="row header">
                 <a class="anchor-pos" id="{{ section.content['anchor_id'] }}"></a>
                 <h1 class="page-header">{{ section.content['name'] }}</h1>
-                {% if section.content['name'] == 'Overview' %}
-                <p class="text-muted text-right">Brought to you by <a href="https://ydata.ai/?utm_source=opensource&utm_medium=ydataprofiling&utm_campaign=report">YData</a></p>
-                {% endif %}
+                <!--{% if section.content['name'] == 'Overview' %}
+                 <p class="text-muted text-right">Brought to you by <a href="https://ydata.ai/?utm_source=opensource&utm_medium=ydataprofiling&utm_campaign=report">YData</a></p>
+                {% endif %}-->
             </div>
             <div class="section-items">
                 {{ html }}
diff --git a/src/ydata_profiling/utils/common.py b/src/ydata_profiling/utils/common.py
index f30fc256a..443addba5 100644
--- a/src/ydata_profiling/utils/common.py
+++ b/src/ydata_profiling/utils/common.py
@@ -1,12 +1,8 @@
 """Common util functions (e.g. missing in Python)."""
+import collections.abc
 import os
-import subprocess
 import platform
-
-import pandas as pd
-import requests
-
-import collections.abc
+import subprocess
 import zipfile
 from datetime import datetime, timedelta
 
@@ -15,8 +11,12 @@
 from pathlib import Path
 from typing import Mapping
 
+import pandas as pd
+import requests
+
 from ydata_profiling.version import __version__
 
+
 def update(d: dict, u: Mapping) -> dict:
     """Recursively update a dict.
 
@@ -97,8 +97,9 @@ def convert_timestamp_to_datetime(timestamp: int) -> datetime:
     else:
         return datetime(1970, 1, 1) + timedelta(seconds=int(timestamp))
 
+
 def analytics_features(dataframe, datatype: bool, report_type: bool):
-    endpoint= "https://packages.ydata.ai/ydata-profiling?"
+    endpoint = "https://packages.ydata.ai/ydata-profiling?"
 
     if os.getenv("YDATA_PROFILING_NO_ANALYTICS") != True:
         package_version = __version__
@@ -111,13 +112,15 @@ def analytics_features(dataframe, datatype: bool, report_type: bool):
         python_version = ".".join(platform.python_version().split(".")[:2])
 
         try:
-            request_message = f"{endpoint}version={package_version}" \
-                                 f"&python_version={python_version}" \
-                                 f"&report_type={report_type}" \
-                                 f"&dataframe={dataframe}" \
-                                 f"&datatype={datatype}" \
-                                 f"&os={platform.system()}" \
-                                 f"&gpu={str(gpu_present)}"
+            request_message = (
+                f"{endpoint}version={package_version}"
+                f"&python_version={python_version}"
+                f"&report_type={report_type}"
+                f"&dataframe={dataframe}"
+                f"&datatype={datatype}"
+                f"&os={platform.system()}"
+                f"&gpu={str(gpu_present)}"
+            )
 
             requests.get(request_message)
         except Exception:
diff --git a/src/ydata_profiling/utils/logger.py b/src/ydata_profiling/utils/logger.py
index 95a28434a..dc70c3208 100644
--- a/src/ydata_profiling/utils/logger.py
+++ b/src/ydata_profiling/utils/logger.py
@@ -1,7 +1,6 @@
 """
     Logger function for ydata-profiling reports
 """
-from __future__ import absolute_import, division, print_function
 
 import logging
 
@@ -9,32 +8,35 @@
 
 from ydata_profiling.utils.common import analytics_features
 
+
 class ProfilingLogger(logging.Logger):
     def __init__(self, name, level=logging.INFO):
         super().__init__(name, level)
 
     def info(
-            self,
-            msg: object,
-        ) -> None:
-        super().info(f'[PROFILING] - {msg}.')
+        self,
+        msg: object,
+    ) -> None:
+        super().info(f"[PROFILING] - {msg}.")
 
     def info_def_report(self, dataframe, timeseries: bool):
         if dataframe == pd.DataFrame:
-            dataframe = 'pandas'
-            report_type = 'regular'
+            dataframe = "pandas"
+            report_type = "regular"
         elif dataframe == type(None):
-            dataframe = 'pandas'
-            report_type='compare'
+            dataframe = "pandas"
+            report_type = "compare"
         else:
-            dataframe = 'spark'
-            report_type = 'regular'
+            dataframe = "spark"
+            report_type = "regular"
 
-        datatype='timeseries' if timeseries else 'tabular'
+        datatype = "timeseries" if timeseries else "tabular"
 
-        analytics_features(dataframe=dataframe,
-                           datatype=datatype,
-                           report_type=report_type)
+        analytics_features(
+            dataframe=dataframe, datatype=datatype, report_type=report_type
+        )
 
-        super().info(f'[PROFILING] Calculating profile with the following characteristics '
-                     f'- {dataframe} | {datatype} | {report_type}.')
\ No newline at end of file
+        super().info(
+            f"[PROFILING] Calculating profile with the following characteristics "
+            f"- {dataframe} | {datatype} | {report_type}."
+        )