Power Pivot :: Prior Month To Date Calculation With DAX
Feb 9, 2013
I’m using DAX to calculate the prior MTD count of a specific column. My data ends on 2/8/2013 and that day's PriorMTD is incorrectly corresponding to 1/31/2013. Whereas, the previous 7 days in February correctly match their corresponding January dates..Below is an image of my pivot table and I have outlined the values in red that are in question.Below are my DAX formulas used each column visible in my image:
Distinct Count of Events:=DISTINCTCOUNT([EventID])CurrentMTD:=CALCULATE([Distinct Count of Events], DATESMTD(Events[EventDate]), ALL (dimDate) )PriorMTD:=CALCULATE([Distinct Count of Events], DATEADD(DATESMTD(Events[EventDate]), -1, MONTH), all(dimDate)) ParallelMonth:= CALCULATE ([Distinct Count of Events], ParallelPeriod(Events[EventDate], -1, MONTH), ALL(dimDate))
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Aug 19, 2015
I have a fact table with sales data at line item level, meaning lots of rows with sales orders, revenue etc. per product group pr month. Then I have a budget table with the budgetted revenue pr product group pr month, meaning a lot less detailed. I followed the method at daxpatterns.com/budget-patterns/ with the headline "Complete pattern" to make it work. Now I have a working data model where I can see actual and budget as seperate values.
I then need to calculate the actual revenue month to date and the budgetted revenue month to date. For actual it has worked fine by doing:
=CALCULATE(
sum(Sales[Revenue]);
(DatesMTD(Time[date]))
)
The problem occurs for me doing the same on the budget figure. Since I don't have a budget per day, but only at "YearMonth" level, I have calculated the amount of workdays per month and then used the DatesMTD formula to get the cumulative workdays during the month. Furthermore I calculated the total amount of workdays in the month and made a ratio between this figure and the cumulative workdays so I get a figure in percent that tells me per day how much of the month that has went by (0-100 %). I would then multiply this percentage with the budget and get the budget month to date. This does not work since my budget figure is not at day level.
How I can get it to work. My desired result will be all the dates during a month in my rows and then actual revenue Month to date in values and a corrosponding figure for the budget.
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Nov 13, 2015
I have two tables - one with dates at the end of each month (10/31, 11/30, 12/31, et al) that's linked to a data table containing client signups. While I can get the count per month in a pivot table, I'm trying to calculate the beginning count of each month.
How do I use calculate or something similar to sum the count of records created minus count of records closed prior to the beginning of the period?
The pivot looks like this right now and works by month:
beginning active records ?????
count of records created 100
count of records deleted 50
net records created 50
running balance in net records created 100 (theoretically the next month's beginning balance, but can't figure out how to reference or calculate)
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Aug 9, 2015
I have a CSV file that looks like below
JobOrderId CandidateId From_StatusID From_StatusDate To_StatusID
1234 5000 1 07/01/2015 2
1234 5000 2 08/01/2015
I've read this file in PowerPivot and I need to calculate the time in weeks between the two dates for the same JO, Candidate and when the to_StatusId = From_StatusID. In other words, the number of weeks that took from going From Status "1" to Status "2".
Is it possible to do something like this using DAX? Do I need to create a calculated Column?
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Aug 4, 2015
We have some requirement in PowerBI reports. Here we have a table and having Date, Events columns. Below is the sample data..we are creating a measure to calculate the average of the event count for month.We need a measure for calculating Average of Event count per month= sum(Events for a month)/numberofdays in the month.Example for January month : sum(343423)/31 (31 number of days in January)
When we write this measure using DAX query in Excel we are getting semantic error.Tried sample formula : Average:=SUM([Events])/EOMONTH([EventDate],1)
writing this DAX command for measure.After having this data ready, we are creating PowerBI reports on this data.
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Jul 21, 2015
I can't seem to upload images so here's the link: [URL] ....
I need to get the last value of # Orders week avg in the current context (the highlighted value). The calendar dimension here is a week level one so I don't think I can use LASTNONBLANK. The measure is from the facts_sales table which is linked to a calendar dimension via a date key.
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Jul 27, 2015
We are trying to do some utilization calculations that need to factor in a given number of holiday hours per month.
I have a date dimension table (dimdate). Has a row for every day of every year (2006-2015)
I have a work entry fact table (timedetail). Has a row for every work entry. Each row has a worked date, and this column has a relationship to dimdate.
Our holidays fluctuate, and we offer floating holidays that our staff get to pick. So we cannot hard code which individual dates in dimdate as holidays. So what we have done is added a column to our dimdate table called HolidayHoursPerMonth.
This column will list the number of holiday hours available in the given month that the individual date happens to fall within, thus there are a lot of duplicates. Below is a brief example of dimdate. In the example below, there are 0 holiday hours for the month of June, and their are 8 holiday hours for the month of July.
DateKey MonthNumber HolidayHoursPerMonth
6/29/2015 6 0
6/30/2015 6 0
7/1/2015 7 8
7/2/2015 7 8
I have a pivot table create based of the fact table. I then have various date slicers from the dimension table (i.e. year, month). If I simply drag this column into the pivot table and summarize by MAX it works when you are sliced on a single month, but breaks if anything but a single month is sliced on.
I am trying to create a measure that calculates the amount of holiday hours based on the what's sliced, but only using a single value for each month. For example July should just be 8, not 8 x #of days in the month.
Listed below is how many hours per month. So if you were to slice on an entire year, the measure should equal 64. If you sliced on Jan, Feb and March, the measure should equal 12. If you were to slice nothing, thus including all 15 years in our dimdate table, the measure should equal 640 (10 years x 64 hours per year).
MonthNumberOfYear HolidayHoursPerMonth
1 8
2 4
3 0
4 0
5 8
6 0
7 8
8 0
9 8
10 4
11 16
12 8
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Jun 25, 2015
I have a simple 2 column dataset representing Date of session and Client Name (Please download workbook from here - [URL] .... The Financial Year runs from April 1 to March 31. I want to determine the number of sessions conducted in chosen financial year - 2. So if I select FY 2015-16 in a slicer, then, I want view the number of session conducted client wise in FY 2013-14. This is the formula calculated field formula I have written but when I drag this in the Pivot Table, I get an error message. In the calculated field window, when I click on Check for errors, then there are no errors at all.
=CALCULATE([Sessions conducted],DATESBETWEEN(calendar[Dates],EDATE(FIRSTDATE(calendar[Dates]),-24),EDATE(FIRSTDATE(calendar[Dates]),-12)-1))
I cannot identify my error.
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May 13, 2015
I have a formula that should use data from 2 slicers:
Spend per period (changing currencies & dates):=[Spend per period]*CALCULATE([Sum of Value],FILTER(Currency,Currency[Date]=[End Date]),FILTER(Currency,Currency[Attribute]=CurrencySlicer[Attribute]))
I managed to link the [End Date] from the slicer to the formula, however the [Attribute] field is not numeric so I can't duplicate the same methodology.
{FYI: End Date:=LASTDATE('Finish Date Slicer'[Column1]) }
I assume that I need to build a formula to extract the data chosen in the slicer, and can't connect it directly to the slicer.
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Aug 4, 2015
PowerPivot 2013. In this example I am trying to get revenue per employee (highlighted in yellow)
In order to do that I need the numerator to appear in every row (red arrow in subtest)
I thought this would do the trick, but ...
=CALCULATE(sum('JOB COST DETAILS'[Job Line Income Amount]),ALLEXCEPT(Employee,Employee[Employee Name]))
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Sep 8, 2015
I need to run a select on Mondays to pull data for 7 days prior to the Thursday of last week; i.e. Friday - Thursday inclusive. I'm sure this is simple, but I work with dates so infrequently that I need a refressher.
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May 27, 2015
I have [income]- (REVENUE) table of accounts, each account can have multiple instances for one month. how can I find the last occurrence of all the accounts in a month (and then summarize all of these latest occurrences)?
account revenue revenue_date
1 100 2010-01-01
1 200 2010-02-03
1 300 2010-02-04
1 1000 2010-06-04
2 100 2010-02-01
2 200 2010-03-03
2 1300 2010-07-04
2 11000 2010-08-04
3 2100 2010-01-01
3 2200 2011-02-03
3 300 2011-02-04
3 221000 2011-06-04
4 222 2010-02-01
4 2222 2012-03-03
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Apr 23, 2015
I have created a spreadsheet using powerquery and powerpivot. Loading the data on powerquery from different spreadsheets was a charm, the problem is calculating the exchange rates per month.The structure is as following:I have 3 tables, they are:
Dates– Just a dates (loaded directly on PowerPivot).
Invoice – Details of invoices for all customers, gross totals are in different rates (loaded through power query)
Customer – Detailed information of customers (loaded directly on PowerPivot).
Currency – exchange rates (loaded directly on PowerPivot).
Note: I mentioned where they were loaded because I do not know if that really matters, I guess it does not... but extra information will not hurt. Now, let's go to how these tables are connected between each other and their key columns.The Invoice table has information on invoices dates, invoice gross total and customer code. This table is related to Customer table, which has the actual name of customers and other details. This link is done through the Customer Code column. The Currency table have a relationship with the Customer Table through the Country Column.
What I want to achieve is a formula to do the exchange rate based on the Invoice Date column present on the Invoice Table. So I have created a column on the Currency Table named at each month of the year and populated it with the exchange rates for all countries (countries listed using ISO3 format).My problem is while I am able to select a column from the Currency table to do the exchange rate calculation using the below formula, I fail to realize how to do it per month:=CALCULATE(sum(invoice[Gross Value])*SUM(Currency[Reverse]))*Reverse is the column with the exchange rate for the country money to USD.What I am failing to do is how to make that calculation to also consider the month of the invoice and pull the exchange rate for the same month from the Currency table
Get the invoice date then find the column on Currency[Month] and multiply, providing me the USD amount.I was unable to figure out a solution using the filters parameters from Calculate. If some of you ask why I am using SUM inside Calculate, is because if I only use SUM and try to do the math between the two tables I get an error saying that it was not possible to determine the value on Currency[Reverse]. Same happens with SUMX. It worked out with Calculate, but then I cannot create other formulas using CALCULATE on that table because it will give that error on redundancy, unless I add a filter on it, which worked last time (but I do not remember which thing /parameter used to filter, so do not ask it right now.I do not really need that level of accuracy, but my Virgo perfectionist side demands me to find a solution to that, that will not use a single exchange rate, but consider which is the correct exchange rate for the month of the invoice and calculate it correctly for all invoices. Just so you know, the Invoices tables has more than 1million lines.
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Mar 31, 2015
I have an Excel database file that contains the total passenger passes from a specific location. The total number of passenger passes is counted in a period of 2 minutes(e.g. 14:45:00 to 14:46:59). I have imported my database into PowerPivot and have also created relevant PivotTables and PivotCharts with some slicers to analyze them. How can I create a slicer which filters data in greater periods of time like hour, day or month?
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Jun 25, 2015
The following measure returns Month Sales: (blank)
Month Sales:=TotalMTD(Sum([Sales Amount]),'Date'[Full Date])
I have a relationship between ResellerSales-OrderDateKey and Date-DateKey
The relationship works fine when I use it in Access
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Aug 2, 2015
I am trying to show images in a product listing in power view.I work with an excel 2013 desktop version based on an office 365 pro account.I did the following steps:
import of an excel file with an article list via power query and loading the data to the data model import jpg images from a folder via power query, setting content as binary type and loading the data to the data modellinking both tables in power pivot--> manage via the image namesetting the table behavior for the images table under power pivot --> manage --> Advanced (e.g. Default Image: Content)opening power view and building article cards with article number and imageProblem: only a camera icon shows up in power view
Is there a solution with a desktop version?Can I use my Office 365 Pro account to make it work? How?Why is there no solution showing images in a pivot table?Link to Dropbox with power pivot files
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Sep 14, 2015
So, I have the following tables
transactions = [date], errorID, status
calendar = [date], year, month etc .
The critical field here is errorID.
Maybe the best way to illustrate the raw transaction data is by example :
I now need to create a report to show the AGE of errors.
age1 = days since first occurrence
age2 = days since last 'Repeat' status
I tried to ignore AGE for now, and just see if I could get the correct earliest date to show for each errorID.
How to do a MIN on date, ignoring all row context apart from keeping my errorID !!?!
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Sep 8, 2015
I have an Excel 2010 Pro pivot table that uses a Power Pivot view sourced to a SQL Server 2012 SQL view. This view contains multiple date fields, and when I attempt to use the 'Value Filter' on one of these, the data is not filtering. The data type in the SQL view is a date.
After attempting to set a Value Filter, and seeing that the filtering didn't work, when I go back to the Value Filter criteria (in my case, I used 'Greater Than' option), the date value that I plugged in to filter has been replaced with a numeric value.
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Oct 23, 2015
I am struggling with the Lastdate function. I have got stock balance data and want to show the number of products/models that are on stock at the latest date of the stock balance table.
My DAX formula is as follows:
=CALCULATE(DISTINCTCOUNT('3S-StockData'[Article Model]);LASTDATE('3S-StockData'[Date]))
I get the wanted results for all aggregated product groups, on product/model level however the formula does not give me the information wanted (see screenshot).
Basically, the formula calculates correct, but I want in my example only models shown with the date 2015-10-21.
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Oct 27, 2015
I am importing data from Dynamics CRM online using ODATA in Power Query. All datetimes in the database is stored in UTC and I need to convert these into CET. But it's not as simple as just to add 1 hour to the datetime from the database because due to Daylight. Savings time on half the dates I need to add 2 hours - how can I do this?
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Nov 18, 2015
I have a table with all my orders lines, I need to identify (DAX formula) for a specific customer which is the first order of a specific article (first date filtered for customer and article) and use this information to tag the order line for that article for the specific customer as "Newly Ordered article" if the order date = first order date or as "Reordered article" if the date on the specific order line is subsequent to the first order date.
I imagine I need to combine a Lookup date filtered for customer and article and use it with a IF formula.
Similar to this I would also like to define that if the first order for a product for the specific custumer is older then a certain date, then this would be defined as and historical customer for the specific article, if the first order on the article is more recent the a specific date, then this will be defined as "new customer for that article".
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Nov 5, 2015
I am try to count number of items that will result by filtering a date column (one Date column). Ex Column "Created Date" between 1-Sep-2015 To 30-Nov-2015.
I am unable to get any function that is getting right value. The below function return 40, however the actual value when i do manual filter and count is 132.
CountofQ1:=COUNTAX(DATESBETWEEN(DumpLoad1[Start Date],[StrtDate],[EndDate]),DumpLoad1[Start Date])
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Jun 17, 2015
Our business model involves a lot of dates and the business owners frequently want reports based on each of these different dates. For example in any given order there are as follows:
- Order created date
- Client due date
- Order first payment date (an order can have multiple payments)
- Order fully paid date
- Date assigned to vendor
- Vendor return date
- Date delivered to client
On top of that we have other areas of the business, the data from which ties into the above. Here we have more dates e.g.
- Date vendor recruited
- Date vendor reviewed
At any given point the manager may want a report based on any of these dates. For example;
- Product type by order creation date (fiscal year / month)
- Product type by first payment date (fiscal year / month)
- Product type by client due date (fiscal year / month)
and so forth. I have been asked to create a report using all of the above on at least one occasion, many of them far more frequently. At the moment I have created a standard date table and then duplicated that for each type of date that I need however this is becoming excruciating to work with as I have approximately 10-12 date tables in my data model. Is there a better way of doing this now, in Excel 2013? If not, is there an improvement in 2016 that may make life easier?
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Dec 21, 2012
I have a sales order table that has customer, sales, product and sales date. I am looking to return the first sales date by customer for a specific product.
SalesTable:
Customer
Product
Sales Date
Sales
First Bike Date
Jon
Bike
12/4/2011
$10.00
[Code] ....
I would like to return the date of the first bike purchase date by each customer and repeat that date for each row and customer. Can I use function to complete? I have a datedim table as well related to the sales date.
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Jul 8, 2015
In the typical Job Cost Reporting world you can easily create SQL Views / Stored Procedures (or create a report) that can return both Job To Date values along with period values for another date range. Something like this:
Job,
Phase of Work,
Cost Type,
UM,
Budgeted Cost,
Budgeted Quantity,
Period Cost,
Period Quantity,
Period Unit Cost,
JTD Cost,
JTD Quanity,
JTD Unit Cost,
Variance between JTD and Period Cost,
Variance between JTD and Period Quantity,
Variance between JTD and Period Unit Cost
But in the tabular BI world I am not certain how to have these values show up in a pivot table or BI visualization. My current Fact table is essentially every job cost transaction so it is at the most granular level holding Company, Job, Phase of Work, UM, Cost Type, Date, Budget Cost, Budget Quantity, Actual Cost, Actual Quantity. The Budget values only have a value if the entry was updating the budget and the Actual values hold actual cost for each transaction. If you don't restrict by date you have your Budgeted Quantity / Cost and Job To date Cost / Quantity.
I can generate a Pivot table or chart and not restrict by date and I can get all the Budget Totals and the Job To Date Totals when I have the Company, Job, Phase Of Work, Cost Type.
But what if I want to look at a range like last quarter or yesterday or last week. I can indeed filter that data in Pivot Table and get the period values, but now I don't know how to have the Job To Date values show up for comparison purposes.
I am guessing maybe a DAX formula (if using Excel Powerpivot or SQL Tabular Model), but I am at a loss.
So in the BI world how do you get Job To Date totals while also viewing the data for a period of time?
Here are some example graphs we would want to show for a single Job. Let's say we want to show the 10 worst performing cost distributions.
I would want a graph to show the cost distribution and for each cost distribution it would show Budgeted Cost, Period Cost, Job To Date Cost.I would want a graph to show the cost distribution and for each cost distribution it would show Budgeted Unit / Cost, Period Unit / Cost, Job To Date Unit / Cost.I would want a graph to show the cost distribution and the variance between JTD and Budget and Period and Budget.
As you can see it all stems around seeing JTD and Budget values vs Period Values. Here is a visualization that may work. I am using PivotTable filtered on one Company, Job, Phase of Work. I can see the sum of actual cost which is the totals for the date range I provided. But I still want to see the JTD totals for that Phase of Work and Cost Types and actually the Budget Totals as that is sort of a JTD, but for budget... especially if I want to compare Budget vs JTD vs Actual.
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Jul 28, 2015
I am looking to calculate the monthly holidays by staff member using DAX. I am able to calculate it if all entries (Start Date & End Date) are confined to a unique month. The issue is where a person's holidays go across several months
I have 2 tables
Table 1 - Holidays
Name StartDate EndDate
Joe Bloggs 27July 2015 7th Aug 2015
Jenny Jones 22nd July 2015 23rd July 2015
Jenny Jones 27th July 2015 28th July 2015
Table 2 -Months&Years
Month/Year
June 2015
July 2015
August 2015
September 2015
I am looking for two types of Output (high level and detailed)
Detailed
Month/Year Name Total Days OOO
July 2015 Joe Bloggs 5
July 2015 Jenny Jones 4
August 2015 Joe Bloggs 5
High level Month/Year Days OOO
June 2015 0
July 2015 9
August 2015 5
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Jul 21, 2015
I need to create a date dimension where the lowest level is month. I've seen examples which use the list function such as
Source = List.Dates(#date(2000, 1, 1), Duration.Days(DateTime.Date(DateTime.FixedLocalNow())-#date(2000,1,1)), #duration(1,0,0,0)),
The above increments by 1 day which is defined in the 1st argument of the #duration. My question is how can I dynamically change the value of this 1st argument such that its the number of days in the current month hence it will increment to only return the 1st date in the Month e.g
1/1/2000
1/2/2000
1/3/2000
etc..
I prefer to use an elegant approach if possible, the alternative would be return all dates, create a custom column from these dates which returns the month date - delete the dates column - get a distinct list of the month dates.
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Apr 3, 2015
I've encountered an issue where the ALLSELECTED function works fine unless I use a date hierarchy, i.e. year, quarter, month, date, for the rows in a pivot and then use a year slicer, select one or more years individually, and the clear the filter on the slicer. The year(s) that I selected in the slicer remain at 100% in the pivot instead of returning to the subtotals for the unfiltered slicer.
This only occurs when I use a calendar hierarchy for rows and a date field for the slicer, either from the hierarchy or a regular date field.Below are images of the normal behavior and then the result after following the steps above. Can't figure out why the calendar hierarchy is causing the issue since it works for all other time functions, etc., and follows best practices such as contiguous dates, etc.
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Sep 30, 2015
I want to calculate the sum of actual sales until a date and forecast sales after a date.I am not sure what the best approach to this problem is, but I have tried my best with the following approach. Any better ways to solve this (using DAX).
I have created a parameter table that offers the last date of each month as possible choices to the user. I have tried to create a measure that sums actual sales up until this date.
SalesQuantityActual:=IF(HASONEVALUE(parLastActualMonth[Date]);CALCULATE(factSalesActual[Quantity];factSalesActual[Date]<=VALUES(parLastActualMonth[Date]));BLANK())
Unfortunately the measure above does not work.
In addition to the parameter table, I also have a normal date table.
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Oct 19, 2015
I have below tables in my power pivot.Fact 1 & Fact 2 - connected directly to Mainframes - Data is from the same table broken up due to size of the data.Date Table - Relation ship between both the fact tables.How do i create a summary pivot to get the number of tasks that have been completed in each month.
Month Count
July
August
September
October.
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Apr 15, 2015
Have a table that list item#, date the standard cost went into effect and the standard cost. How do I find the difference in StdCost on the last EffectiveDate and second to last EffectiveDate. 5.59 (01/05/2015) minus 5.81 (09/29/.014) = -.22.
Item# EffectiveDate StdCost
1152 01/01/2009 5.50
1152 09/29/2014 5.81
1152 04/04/2011 5.56
[code]....
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Nov 3, 2015
I have several reports in a Power View Gallery. In Gallery view, most of the reports show the "Open New Excel Workbook", the "Create Power View Report", and the "Manage Data Refresh" buttons on the right side of the report list. Why would some reports not have these buttons available? In the attached image you can see one report with the buttons and one without the buttons.
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Jul 20, 2015
I've imported a number of excel sheets into a Power Query Table. All seems to appear ok until I load the data. Of the 15k rows around 2k have a similar error where it cannot convert an integer to type string as below example
Expression.Error: We cannot convert the value 40 to type Text.
Details:
Value=40
Type=Type
The columns in question are all of integer type, I've looked through the M query and there is no conversion to string taking placeThe values where we don't get the error are also integers hence the intriguing question is why does the error occur on a subset and not the others. I suspect there is a limit to the number of errors also somewhere internally M query is converting the column to text for some reason.
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