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It will be observed that of 891 entries will be reduced to 183 just by dropping NaN values.!!! Dropping is only advised to be used if missing values are few (say 0.01–0.5% of our data). Percent is just a rule of thumb.
Exploratory data analysis can never be the whole story, but nothing else can serve as the foundation stone. — John Tukey