my column names are 22abcd123, 33sdfjsdh77, 45hgvjh77, 44vhsfgdhd88 i need my column name as 22,33,45,44.
I tried: res = int(re.findall('(\d )',df.columns[5])[0]) i got the answer for 1 column name . but I need it for every column name in a Dataframe
CodePudding user response:
You can use:
df.columns = df.columns.str.extract('(\d )', expand=False)
CodePudding user response:
First you can get all of your column names as an array using:
myArray = pandas.columns(df)
Now you have an array of column names in myArray
Now write a loop to get your new column names and add the new column names to an array:
newArray = []
for i in myArray:
newColName = myArray[i][0:2]
newArray = newArray.append(newColName)
i=i 1