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ricgu8086/plot_nulls.py

Last active June 23, 2019 18:31
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A function to plot percentage of nulls in a dataframe (using seaborn and matplotlib)
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plot_nulls.py
def plot_nulls(dataframe):
def null_perc(dataframe):
return 100*dataframe.isnull().sum()/len(dataframe)
nulls = null_perc(dataframe)
plt.figure(1, figsize=(5,20)) # Customize this if needed
ax = sns.barplot(x=nulls, y=list(range(len(nulls))), orient='h', color="blue")
_ = plt.yticks(plt.yticks()[0], nulls.index)
ax.xaxis.set_ticks_position('top')
_ = plt.title("Null percentage (lower is better)", fontsize=15, pad=30)
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