I need to make some modifications to a dataframe but I can not. I'm using pandas.
ButdoIwantittolooklikethis?
Can anyone help me?
Good afternoon, you can do this using the command melt
Here is the test I did:
Import input data
import pandas
data = pandas.DataFrame({'Local':['são paulo','rio','bahia'], '01/09/2007': [1,2,0], '01/10/2007': [0,1,0], '01/11/2007': [2,1,1], '01/12/2007': [2,0,3], '01/01/2008': [0,1,1], 'contato':['2345-1244','5422-1244','2345-8674']})
Applies the melt
command to the indexes, setting Local
and contato
to ids and adding the mes
variable to the value quantidade
within the new dataFrame, and I already sort by Location and quantity in descending order
data = pandas.melt(data.reset_index(), id_vars=['Local', 'contato'],
var_name='mes', value_name='quantidade').sort(['Local','quantidade'], ascending=False)
The new dataFrame has been created, but we still have some undesirable lines that contain index
in value, so I simply remove these lines
data = data[data.mes.str.contains("index") == False]
The result follows
I hope I have helped Hugs