Im trying to export this dataframe to CSV using pandas, with a space as a separator. I do this because I have two dataframes and I want to stack them side by side (horizontally) instead of vertically. I use concat to do this, but exporting to CSV makes python automatically regard them as a single cell. Hence I tried to enforce a space separator (argument sep=" ") when I write it CSV. However the output still ignores the separator and the result is still a single column data. My code is as follows
import pandas as pd
file='RALS-03.csv'
df=pd.read_csv(file
#get two items on two different columns )
items1=df.iloc[:,0]
items2=df.iloc[:,4]
#get corresponding numbers for the two columns of items
mar1=df.iloc[:,2]
mar2=df.iloc[:,6]
#stack them vertically
df1=items1.append(items2)
df2=mar1.append(mar2)
#put them side by side
df4=pd.concat([df1, df2], axis=1)
#write to CSV file, with a space as a separator
df4.to_csv("new.csv", sep=" ")
Any advices? Thx in adv
Use sep= '\t'
df4.to_csv('new.csv', sep='\t')