Add density curve on the histogram

by

distplot has been removed: removed in a future version of seaborn. Therefore, alternatives are to use histplot and displot.

sns.histplot

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np

df = pd.DataFrame(np.random.randn(100, 4), columns=list('ABCD'))
X = df['A']

sns.histplot(X, kde=True, bins=20)
plt.show()

enter image description here

sns.displot

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np

df = pd.DataFrame(np.random.randn(100, 4), columns=list('ABCD'))
X = df['A']

sns.displot(X, kde=True, bins=20)
plt.show()

enter image description here

distplot has been removed

Here is an approach using distplot method of seaborn. Also, mentioned in the comments:

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np

df = pd.DataFrame(np.random.randn(100, 4), columns=list('ABCD'))
X = df['A']

sns.distplot(X, kde=True, bins=20, hist=True)
plt.show()

enter image description here

More Related Contents:

  1. how to do multiple scatter plots with matploatlib
  2. How to plot in multiple subplots
  3. Stacked Bar Chart with Centered Labels
  4. FutureWarning: elementwise comparison failed; returning scalar, but in the future will perform elementwise comparison
  5. Improve subplot size/spacing with many subplots in matplotlib
  6. Seaborn Barplot – Displaying Values
  7. How to add hovering annotations to a plot
  8. Horizontal stacked bar plot and add labels to each section
  9. How to invert the x or y axis
  10. How can I make a barplot and a lineplot in the same seaborn plot with different Y axes nicely?
  11. How to display custom values on a bar plot
  12. How to plot and annotate grouped bars in seaborn / matplotlib
  13. How to save a Seaborn plot into a file
  14. How do you plot a vertical line on a time series plot in Pandas?
  15. Plotting time-series data with seaborn
  16. Stacked bar chart in Seaborn
  17. How can I group a stacked bar chart?
  18. Background with range on seaborn based on two columns
  19. Improve subplot size/spacing with many subplots
  20. How to edit properties of whiskers, fliers, caps, etc. in Seaborn boxplot
  21. Plot multiple columns of pandas DataFrame using Seaborn
  22. Seaborn Bar Plot Ordering
  23. Plot the x-axis as a date
  24. How to plot multiple bars grouped
  25. How to automatically annotate maximum value in pyplot
  26. Plotting errors bars from dataframe using Seaborn FacetGrid
  27. plot different color for different categorical levels
  28. countplot() with frequencies
  29. Add image annotations to bar plots
  30. Seaborn multiple barplots

Leave a Comment