diff --git a/doc/python/px-arguments.md b/doc/python/px-arguments.md
index ac10d67d1c..308a8d02bd 100644
--- a/doc/python/px-arguments.md
+++ b/doc/python/px-arguments.md
@@ -244,7 +244,7 @@ fig = px.density_contour(dict(effect_size=5 + np.random.randn(N),
 fig.show()
 ```
 
-To pass a `dict` or an array (such as a NumPy `ndarray`) to the `data_frame` argument, you'll need to have pandas installed, because `plotly.express` internally converts the `dict` or array to a pandas DataFrame.
+To pass a `dict` or an array (such as a NumPy `ndarray`) to the `data_frame` parameter, you'll need to have pandas installed, because `plotly.express` internally converts the `dict` or array to a pandas DataFrame.
 
 #### Integer column names