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It is always preferable to use ‘long-from’ or ‘tidy’ datasets. But at times when we are left with no option rather than to use a ‘wide-form’ dataset, same functions can also be applied to “wide-form” data in a variety of formats, including Pandas Data Frames or two-dimensional NumPy arrays. These objects should be passed directly to the data parameter the x and y variables must be specified as strings
Example
import pandas as pd import seaborn as sb from matplotlib import pyplot as plt df = sb.load_dataset(''iris'') sb.boxplot(data = df, orient = "h") plt.show()
Output
Additionally, these functions accept vectors of Pandas or NumPy objects rather than variables in a DataFrame.
Example
import pandas as pd import seaborn as sb from matplotlib import pyplot as plt df = sb.load_dataset(''iris'') sb.boxplot(data = df, orient = "h") plt.show()
Output
The major advantage of using Seaborn for many developers in Python world is because it can take pandas DataFrame object as parameter.
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