Plot a histogram such that the total height equals 1

When plotting a normalized histogram, the area under the curve should sum to 1, not the height. In [44]: import matplotlib.pyplot as plt k=(3,3,3,3) x, bins, p=plt.hist(k, density=True) # used to be normed=True in older versions from numpy import * plt.xticks( arange(10) ) # 10 ticks on x axis plt.show() In [45]: print bins [ … Read more

seaborn distplot / displot with multiple distributions

The important thing is to sort the dataframe by values where target is 0, 1, or 2. import numpy as np import pandas as pd from sklearn.datasets import load_iris import seaborn as sns iris = load_iris() iris = pd.DataFrame(data=np.c_[iris[‘data’], iris[‘target’]], columns=iris[‘feature_names’] + [‘target’]) # Sort the dataframe by target target_0 = iris.loc[iris[‘target’] == 0] target_1 … Read more

How can I make a scatter plot colored by density in matplotlib?

In addition to hist2d or hexbin as @askewchan suggested, you can use the same method that the accepted answer in the question you linked to uses. If you want to do that: import numpy as np import matplotlib.pyplot as plt from scipy.stats import gaussian_kde # Generate fake data x = np.random.normal(size=1000) y = x * … Read more

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