SQLServerCentral » Data Warehousing » Strategies and Ideas » Hires by month issueInstantForum 2016-2 FinalSQLServerCentralhttps://www.sqlservercentral.com/Forums/SQLServerCentralSat, 22 Jul 2017 13:39:31 GMT20Hires by month issuehttps://www.sqlservercentral.com/Forums/FindPost1538377.aspxour company is in the clothing hire business. Ive just started with them and they have no reporting to speak off
Most of thier hire orders fall on Friday and Saturday as thats when the majority of the functions tend to be. they are keen to accurately compare hires for coming months with previous months, the problem they have always faced in doing this is some months have more weekend hire days than others
ie.
march 2013 5xfriday & 5xSaturday
march 2014 4xfriday & 5xSaturday
is there any clean way to actually do this comparison, or is this only possible if you break the year down into 4 week months starting from the first weekend of the year?
thanks
Mon, 17 Feb 2014 23:33:37 GMTps_vbdevRE: Hires by month issuehttps://www.sqlservercentral.com/Forums/FindPost1542382.aspx[quote][b]ps_vbdev (2/6/2014)[/b][hr]"The "5" in both forumlas could be any constant but either 1 or 5 seem to be the easiest to understand"
so the 5 is an arbitrary value that is commonly used for the normalization calculation or is it based on the max number of Fridays a month COULD have.
Thanks Jeff for your time, excellent explanation.[/quote]
Sorry for the delayed response. I picked the number "5" because it's the maximum number of Fridays that any month could have.Mon, 17 Feb 2014 23:33:37 GMTJeff ModenRE: Hires by month issuehttps://www.sqlservercentral.com/Forums/FindPost1538519.aspx"The "5" in both forumlas could be any constant but either 1 or 5 seem to be the easiest to understand"
so the 5 is an arbitrary value that is commonly used for the normalization calculation or is it based on the max number of Fridays a month COULD have.
Thanks Jeff for your time, excellent explanation.Thu, 06 Feb 2014 02:14:44 GMTps_vbdevRE: Hires by month issuehttps://www.sqlservercentral.com/Forums/FindPost1538435.aspx[quote][b]ps_vbdev (2/5/2014)[/b][hr][quote][b]Jeff Moden (2/5/2014)[/b][hr]Divide all totals by the number of days (Fridays, for example) contained in a given month and then multiply by 5. Think of it as a normalized total.[/quote]
thanks for the reply, hmm not quite following you :-( brain is prob sleeping now.
for talking sake say i was comparing order value.
march 2013 my order value was $1000
march 2014 my order values is also $1000
but 2013 had one more friday so although the two months look as though they performed the same, 2014 was better as it had fewer days to work with.
sorry if im being dumb lol
[/quote]
As you say, 2013 had 5 Fridays and 2014 had 4 Fridays. That means that if both months has $1000, 2013 actually did worse than 2014. Let's see that work according to the math I spoke of.
[code="sql"] SELECT Mar2013 = 1000/5*5 --1000 / number or Fridays in month * 5
,Mar2014 = 1000/4*5 --1000 / number or Fridays in month * 5
;
[/code]
Results:
[code="plain"]Mar2013 Mar2014
----------- -----------
1000 1250
[/code]
Think of the numbers above as the "Normalized Sales for the Month". If there had been 5 Fridays in 2014, it's likely it would have had 1250 for the month.
The numbers aren't "real" but do indicate, relatively speaking which month did better by taking the number of weeks into consideration. The "5" in both forumlas could be any constant but either 1 or 5 seem to be the easiest to understand. "5" is used to "normalize" all months to a 5 week period. If you use "1" instead, then you end up with the average performance by week for the month. For example...
[code="sql"] SELECT Mar2013 = 1000/5 --1000 / number or Fridays in month (Times 1 is implied)
,Mar2014 = 1000/4 --1000 / number or Fridays in month (Times 1 is implied)
;
[/code]
Results:
[code="plain"]Mar2013 Mar2014
----------- -----------
200 250
[/code]
Think of the numbers above as the "Average Friday Sales per Week for the Month".Wed, 05 Feb 2014 18:00:50 GMTJeff ModenRE: Hires by month issuehttps://www.sqlservercentral.com/Forums/FindPost1538391.aspx[quote][b]Jeff Moden (2/5/2014)[/b][hr]Divide all totals by the number of days (Fridays, for example) contained in a given month and then multiply by 5. Think of it as a normalized total.[/quote]
thanks for the reply, hmm not quite following you :-( brain is prob sleeping now.
for talking sake say i was comparing order value.
march 2013 my order value was $1000
march 2014 my order values is also $1000
but 2013 had one more friday so although the two months look as though they performed the same, 2014 was better as it had fewer days to work with.
sorry if im being dumb lol
Wed, 05 Feb 2014 15:17:44 GMTps_vbdevRE: Hires by month issuehttps://www.sqlservercentral.com/Forums/FindPost1538386.aspxDivide all totals by the number of days (Fridays, for example) contained in a given month and then multiply by 5. Think of it as a normalized total.Wed, 05 Feb 2014 14:58:12 GMTJeff Moden