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convert birth date column to age pandas
“convert birth date column to age pandas” Code Answer’s
convert birth date to age pandas
python by
Dark Duck
on May 29 2020
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(pd.to_datetime('today').year-pd.to_datetime('1956-07-01').year) Out[83]: 61
Source:
stackoverflow.com
convert birth date column to age pandas
python by
Dark Duck
on May 29 2020
Donate
0
import datetime as DT import io import numpy as np import pandas as pd pd.options.mode.chained_assignment = 'warn' content = ''' ssno lname fname pos_title ser gender dob 0 23456789 PLILEY JODY BUDG ANAL 0560 F 031871 1 987654321 NOEL HEATHER PRTG SRVCS SPECLST 1654 F 120852 2 234567891 SONJU LAURIE SUPVY CONTR SPECLST 1102 F 010999 3 345678912 MANNING CYNTHIA SOC SCNTST 0101 F 081692 4 456789123 NAUERTZ ELIZABETH OFF AUTOMATION ASST 0326 F 031387''' df = pd.read_csv(io.StringIO(content), sep='\s{2,}') df['dob'] = df['dob'].apply('{:06}'.format) now = pd.Timestamp('now') df['dob'] = pd.to_datetime(df['dob'], format='%m%d%y') # 1 df['dob'] = df['dob'].where(df['dob'] < now, df['dob'] - np.timedelta64(100, 'Y')) # 2 df['age'] = (now - df['dob']).astype('<m8[Y]') # 3 print(df)
Source:
stackoverflow.com
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