Problems with pandas boxplot showing points on it

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I am plotting a box plot with se following code:

plt.figure(figsize=(7,7))
plt.title("Title")
plt.ylabel('Y-ax')
boxplot = df.boxplot(grid=False, rot=90, fontsize=10)  

plt.show()

And I get this plot:

plot

Is there any way I can just show like the normal boxplot with the 50/75/90 percentiles and not those circles that I have no clue what do they mean?

The data frame is huge, maybe that is why these points are shown?

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