How to convert a given ordinal number (from Excel) to a date
I have a Value 38142 I need to convert it into date format using python. if use this number in excel and do a right click and format cell at that time the value will be converted to 04/06/2004 and I need the same result using python. How can I achieve this
Solution 1:
The offset in Excel is the number of days since 1900/01/01, with 1
being the first of January 1900, so add the number of days as a timedelta to 1899/12/31:
from datetime import datetime, timedelta
def from_excel_ordinal(ordinal, _epoch0=datetime(1899, 12, 31)):
if ordinal >= 60:
ordinal -= 1 # Excel leap year bug, 1900 is not a leap year!
return (_epoch0 + timedelta(days=ordinal)).replace(microsecond=0)
You have to adjust the ordinal by one day for any date after 1900/02/28; Excel has inherited a leap year bug from Lotus 1-2-3 and treats 1900 as a leap year. The code above returns datetime(1900, 2, 28, 0, 0)
for both 59
and 60
to correct for this, with fractional values in the range [59.0 - 61.0) all being a time between 00:00:00.0 and 23:59:59.999999 on that day.
The above also supports serials with a fraction to represent time, but since Excel doesn't support microseconds those are dropped.
Solution 2:
from datetime import datetime, timedelta
def from_excel_ordinal(ordinal, epoch=datetime(1900, 1, 1)):
# Adapted from above, thanks to @Martijn Pieters
if ordinal > 59:
ordinal -= 1 # Excel leap year bug, 1900 is not a leap year!
inDays = int(ordinal)
frac = ordinal - inDays
inSecs = int(round(frac * 86400.0))
return epoch + timedelta(days=inDays - 1, seconds=inSecs) # epoch is day 1
excelDT = 42548.75001 # Float representation of 27/06/2016 6:00:01 PM in Excel format
pyDT = from_excel_ordinal(excelDT)
The above answer is fine for just a date value, but here I extend the above solution to include time and return a datetime values as well.
Solution 3:
I would recomment the following:
import pandas as pd
def convert_excel_time(excel_time):
return pd.to_datetime('1900-01-01') + pd.to_timedelta(excel_time,'D')
Or
import datetime
def xldate_to_datetime(xldate):
temp = datetime.datetime(1900, 1, 1)
delta = datetime.timedelta(days=xldate)
return temp+delta
Is taken from https://gist.github.com/oag335/9959241