diff --git a/sdmetrics/visualization.py b/sdmetrics/visualization.py
index d950e659..ebadbb3c 100644
--- a/sdmetrics/visualization.py
+++ b/sdmetrics/visualization.py
@@ -3,12 +3,30 @@
 import pandas as pd
 import plotly.express as px
 import plotly.figure_factory as ff
+import plotly.io as pio
 from pandas.api.types import is_datetime64_dtype
 
 from sdmetrics.reports.utils import PlotConfig
 from sdmetrics.utils import get_missing_percentage, is_datetime
 
 
+def _set_plotly_config():
+    """Set the ``plotly`` config according to the environment."""
+    renderers = list(pio.renderers)
+    if getattr('get_ipython', __builtin__):
+        ipython_interpreter = get_ipython()
+        if 'colab' in ipython_interpreter and 'colab' in renderers:
+            pio.renderers.default = 'colab'
+        elif 'ZMQInteractiveShell' in ipython_interpreter and 'notebook' in renderers:
+            pio.renderers.default = 'notebook'
+
+    elif 'iframe' in renderers:
+        pio.renderers.default = 'iframe'
+
+
+_set_plotly_config()
+
+
 def _generate_column_bar_plot(real_data, synthetic_data, plot_kwargs={}):
     """Generate a bar plot of the real and synthetic data.