How to reshape a DataFrame

Viewed 36

enter image description here

This is my dataFrame and I want it to look like this:

enter image description here

I think I should use pd.melt() but I am not very sure how.

2 Answers

is this what you are looking for?

df.groupby(['Cabin_letter'],as_index=False).sum().reset_index()
df['died'] = df['Survived'] - df['No.passangers'] 

Check if it helps:

df =pd.pivot_table(df, index=["Cabin_letter"], columns=["Survived"], values=["No. Passengers"])
df.columns = ["dead", "Survived"]
df.reset_index()
Related