Visualizing target vs. actual progress – Biker on a hill chart

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Over the years, we have discussed a whole heap of techniques to visualize budget vs. actual charts. Today let’s take a ride on this slope again and learn another fun, silly & awesome way to depict target vs. actual progress.

Introducing biker on a hill chart

Tada!!!

Biker on a hill!?! Don’t worry, I didn’t fall down on a descent and lose my brain. I am talking about an Excel chart to visualize target vs. actual progress on a time line with biker on a hill analogy. See the chart, you will know:

biker-on-hill-target-vs-actual-chart-demo

Looks interesting? Read on to learn how to create this in Excel.

Get your data

The biker on a hill chart is suitable when you have a huge target that should be achieved in several days, each with individual target. So input data looks like this:

raw-data-actual-vs-target-biker-on-hill-chart

Let’s say this data is in a table named progress. As you can guess, first three columns are inputs. Last column is calculated with a simple SUM formula to get cumulative target values. The formula used here is

=SUM(E3,[@Target])

Where E3 refers to the cell above first row.

Calculate hill and biker co-ords

The hill is a  simple X-Y chart with progress[Date] as X and progress[Target-Cumulative] as Y.

The tricky part is finding biker co-ordinates. We need 2 sets of values.

  1. Actual biker position based on the amount of work completed.
  2. Target biker position based on the amount of work that should have been completed.

Let’s understand the math behind this.

Actual biker position:

Y value (actual completed): This is simply SUM(progress[Completed])

X value (corresponding date): Now this is tricky. We need to find what date corresponds to the actual progress made based on the set targets.  for this we need to find several things:

  • Corresponding row #:  Using MATCH(), we find out what value in the cumulative target column matches the progress completed so far.
  • We will then find two dates between which the progress completed falls between, using MATCH formulas.
  • Finally, we will interpolate the corresponding date between these two dates using simple arithmetic.

Target biker position:

Y value (target): Target as of latest date, using either VLOOKUP or INDEX+MATCH

X value (date): this is simply date in corresponding row # that is calculated above.

Create the biker on hill chart

Step 1: Create an XY chart for the hill

Setup an XY chart where X=progress[Date] and Y=progress[Target-Cumulative]. We get this.

actual-vs-target-biker-on-hill-chart-1

Step 2: Add target & actual bikers

Add two more series to the chart. Target biker and actual biker using the X&Y values calculated above. We get this.

actual-vs-target-biker-on-hill-chart-2

Step 3: Replace the dots with biker images

This is easy. Download a clip art image of cyclist from internet. Paste it on your Excel workbook. Remove any background. Rotate the biker image by 30° or so. As this is not a real life biker on hill, we can afford 30° gradients.

Once you have new rotated biker, reduce the image size if necessary and clone it.

Change colors using format image > Color options (see here for detail).

Essentially, go from the image on left to right.

transform-biker-images

Now that you have biker images, replace the dots with bikers using following instructions.

  1. Select biker image and copy (Ctrl+C)
  2. Click on the dot in your chart
  3. Press Ctrl+V to paste image
  4. Viola, your chart now shows bikers instead of dots for actual and target values.

At this stage our chart looks like this.

actual-vs-target-biker-on-hill-chart-3

Step 4: Move the bikers up

Because Excel places the dot right on the line, the biker image too will be centered on it. So instead of looking a biker on hill, our chart looks like the biker is buried half in the hill. Not good, whether you are a fictional or real biker. So let’s pull the bikers.

We can do this by simply adding an offset value to the Y values. A value of 7 should work. But you can tweak this depending on your chart / image sizes.

Once we fix the calculations, our chart looks like this.

actual-vs-target-biker-on-hill-chart-4

Extra bells and lights

Bikers are known to pimp their rides with all sorts of doodads. We can show similar enthusiasm for our biker on a hill chart and add few more details. Here is one version after adding information about current progress status and forecast date of completion.

actual-vs-target-biker-on-hill-chart-5

The math for this is quite boring and simple. So I leave it to your imagination.

Download Biker on a hill – Target vs. Actual Chart Template

Click here to download biker on hill chart. Play with input data to move the biker towards target. Examine calculation section or chart to learn more.

Thanks GraH for the inspiration

Time for a confession. The biker on a hill chart idea isn’t mine. I got this from GraH, one of our readers. He left a comment on a recent blog post and I liked the idea. So I wrote this blog post explaining how we can all create a biker on hill chart in Excel.

Hui rules! But nevertheless, the creativity on this blog and the contribution of the bloggers are inspiring. And really enabling people to be aweSUM in XL, like you say.
I followed a training on Excel Dashboards in 2015 and your site was highly recommended by our cool trainer.
I became aware that XL can-do much more. Ingredients are a little imagination, dare to experiment and knowledge on how to combine techniques/functions.
In short within 2 weeks I will give a 1 hour XL awareness training in my company during open training week. I just sent a teaser with stuff I found here and on other XL-guru’s sites to my HR department. Within the next 5 minutes my proposition was approved. The reply was “Excellent idea!”
And the funny thing is that I found an XL soul-mate only a few seats away. Now we make each other crazy with challenges and/or things we learn about XL. The very first thing we made for a manager was a biker (representing his team) climbing a mounting (of work) towards the finish (the volume to reach at end of day). Depending on current status, different motivational talk appears in the title. The manager could not believe we just made a simple chart.

So thanks GraH for the cool idea.

How do you visualize target vs. actual progress?

I prefer conditional formatting icons and thermometer charts for budget / target vs. actual progress charts. Sometimes I use a bullet chart or variations of thermometer charts too. I have also used burndown charts (same concept as biker on hill charts). I like the biker on hill chart and may use it for some of my upcoming work.

What about you? What charts do you use to depict target vs. actual progress? How do you like biker on hill chart? Please share your thoughts and suggestions in the  comments section.

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40 Responses to “Looking up when the data won’t co-operate (case study)”

  1. Sumit Bansal says:

    Nice Trick.. Clever use of cell references

    Here is a formula I tried to create:
    =SUMPRODUCT(((NOT(ISERROR(SEARCH(L5,B4:H14))))*1),(B5:H15))

    It takes care of Caveat #1 (can handle text), but Caveat #2 remains.

  2. PeterB says:

    In situations like this, I will often use VBA to restructure the data (2 columns: dates and values) on to a new worksheet. I can then use this 'clean' source for data analysis (formula or pivot table).

    =SUMPRODUCT(((NOT(ISERROR(SEARCH(L5,B4:H14))))*1),(B5:H15)) and complex formulae in general are all very well but when you come back to them in a few weeks / months time, it is not at all easy to see what they do and what the limitations are.

  3. Somendra Misra says:

    Hi Chandoo,

    I had used this type of cell ref. various times while calculating average.
    But for the situation here try below formula . Note this is an array formula and must be confirmed with Ctrl+Shift+Enter.

    =SMALL(IF(MMULT((L5=B4:H14)*IF(ISNUMBER(B5:H15),B5:H15),{1;1;1;1;1;1;1}),MMULT((L5=B4:H14)*IF(ISNUMBER(B5:H15),B5:H15),{1;1;1;1;1;1;1})),1)

    Regards,

  4. Somendra Misra says:

    Hi, I think Using SEARCH in here will create a problem say there is a text like SUN and another text SUNLIGHT both result will be added by SUMPRODUCT.

    Regards,

  5. Elias says:

    Array option.

    =SUM(IF(MOD(ROW(B4:B14),2)=MOD(ROW(B4),2),IF(B4:H14=L5,B5:H15)))

    Regards

    • Michael (Micky) Avidan says:

      @Elias,
      Nice approach.
      Although not requested - the formula I suggested closes all possibilities.
      Criteria: _____ Value to retrieve:
      Date__________ Numeric
      Date__________Textual
      Textual________Numeric
      Textual________Textual
      While your formula copes with only the 3 first combinations.
      Michael (Micky) Avidan
      “Microsoft® Answer” – Wiki author & Forums Moderator
      “Microsoft®” MVP – Excel (2009-2015)
      ISRAEL

      • Elias says:

        @Michael,

        Sorry but I don’t understand your point. I believe the challenge was to return the summary of a given date. What is your really volatile formula doing that mine is not?

        Regards

        • Michael (Micky) Avidan says:

          @Elias,
          I didn't say that the challenge differs from what you just mentioned/aimed to nor that your formula doesn't provide the requested result.
          Please read my previous comment again and focus on the last combination (TEXT / TEXT).
          I, myself, always try to provide a global Formula that is capable to handle all sorts of data.
          Michael (Micky) Avidan
          “Microsoft® Answer” – Wiki author & Forums Moderator
          “Microsoft®” MVP – Excel (2009-2015)
          ISRAEL

          • Elias says:

            @Michael,
            I see your point, but you are missing the below points if you are trying to cover all sorts of data.

            What happened if the lookup value does not exist?

            Do you want the first, second, summary, concatenation of the values if the look value is repeated?

            See they are too many possibilities to be cover with just one formula.

            Regards

  6. Michael (Micky) Avidan says:

    1) The range: B4:H15 was named: RNG.
    2) The following Array Formula was "retrieved from my sleeve" and I hope it can be shorten.
    3) The formula seems to take care of BOTH(!) caveats.
    -------------------------------------------------------------------------------
    =OFFSET(INDIRECT(ADDRESS(SMALL(IF(RNG=L5,ROW(RNG),""),1),MOD(SMALL(IF(RNG=L5,(ROW(RNG))+COLUMN(RNG)/10),1),1)*10)),1,)
    -------------------------------------------------------------------------------
    Michael (Micky) Avidan
    “Microsoft® Answer” – Wiki author & Forums Moderator
    “Microsoft®” MVP – Excel (2009-2015)
    ISRAEL

    • Elias says:

      @Michael,

      Check what happened with your result if you type 41927 in D5.

      Regards

      • Michael (Micky) Avidan says:

        Correct. Didn't predict that.
        Will find time to work something out.
        Michael (Micky) Avidan
        “Microsoft® Answer” – Wiki author & Forums Moderator
        “Microsoft®” MVP – Excel (2009-2015)
        ISRAEL

      • Michael (Micky) Avidan says:

        @Elias,
        Let's hope the following Array Formula "closes all open doors".
        Again - it has nothing to do with your formula which works fine as long as the 3 first mentioned combinations are concerned.
        -------------------------------------------------------------------------------
        =INDEX(RNG,LARGE(IF(RNG=L5,MOD(ROW(RNG)-1,2)*(ROW(RNG)),""),1)-2,(MOD(SMALL(IF(RNG=L5,(ROW(RNG))+COLUMN(RNG)/10),1),1)*10)-1)
        -------------------------------------------------------------------------------
        Michael (Micky) Avidan
        “Microsoft® Answer” – Wiki author & Forums Moderator
        “Microsoft®” MVP – Excel (2009-2015)
        ISRAEL

        • Elias says:

          Ok, if you insist. The following will cover all the scenarios you listed. However, I’ll never recommend/use such of formula.

          Defined names:
          rDat = $B$4:$H$15
          rRow =ROW(rDat)-MIN(ROW(rDat))+1
          rCol =COLUMN(rDat)-MIN(COLUMN(rDat))+1
          rInc =MOD(rRow,2)=MOD(MIN(rRow),2)

          L6=INDEX(rDat,MAX(IF(rInc,IF(rDat=L5,rRow)))+1,MAX(IF(rInc,IF(rDat=L5,rCol))))
          Array Enter

          Regards

        • Frank says:

          @Michael,

          unfortunately, your array formula still seems to return wrong results (eg 3-Nov).

  7. Magda says:

    If data are organized like in the example, ie. looks like a calendar, the INDEX formula seems quite simple:
    =INDEX($B$4:$H$15,ROUNDDOWN((L5-B4)/7,0)*2+2,MOD((L5-B4),7)+1)

    • Marc says:

      Yours is effectively the same as what I just came up with, and I believe this is the optimal answer to this particular problem.

      My solution, before I saw yours:
      =OFFSET(B5,QUOTIENT(L5-B4,7)*2,MOD(L5-B4,7))

      OFFSET will work for an arbitrary list size, but INDEX might be easier to read.
      QUOTIENT does the round and division in a single step.

  8. XOR LX says:

    If there's an improvement over Elias's solution then I for one can't see it.

    Perhaps a non-CSE version which would also mean that only two references (B4:H14 and B5:H15), as opposed to three (B4, B4:B14 and and B5:H15), would require manually amending should the data range change, i.e.:

    =SUMPRODUCT((ISEVEN(ROW(B4:H14)-MIN(ROW(B4:H14)))*(B4:H14=L5)*B5:H15))

    I suppose we could make it a single, uniform range reference:

    =SUMPRODUCT((ISEVEN(ROW(B4:H14)-MIN(ROW(B4:H14)))*(B4:H14=L5)*OFFSET(B4:H14,1,,,)))

    which might be more appropriate should we e.g. wish to use a Defined Name for our range, i.e.:

    =SUMPRODUCT((ISEVEN(ROW(Rng)-MIN(ROW(Rng)))*(Rng=L5)*OFFSET(Rng,1,,,)))

    though whether that compensates for the extra, volatile function call is something to be debated.

    Regards

  9. Mahir says:

    I have tried something and then my Excel workbooks got shut down. Maybe that was too much?

    Anyway here is what I've tried:

    =SUMPRODUCT(INDEX(B5:H15;IF(ISEVEN(ROW(B5:H15));ROW(B5:B15)-ROW(B5)+1);{1\2\3\4\5\6\7}))

    Guess that was wrong? Would this approach work anyway?

    Looking forward to learn something from you Excel Experts.

  10. XOR LX says:

    @Michael Avidan

    As it stands that is not a very rigorous construction.

    You say "I, myself, always try to provide a global Formula that is capable to handle all sorts of data", which is a wonderful philosophy, but isn't it at least as important that we ensure that our formulas are independent of the row and column references of the data range in question, so that, should that range change, we do not have to re-work our solution?

    What happens with your formula, for example, if RNG is instead re-located one row down, from B4:H15 to B5:H16?

    When a formula is reliant upon the addition/subtraction of certain constants within the formula, which themselves are necessarily dependent upon the specific rows/columns in which the data lies at any given time (e.g. the -1 in MOD(ROW(RNG)-1,2)), then that formula is not a very flexible one.

    Hence the reason for my choice of a slightly longer construction:

    ROW(B4:H14)-MIN(ROW(B4:H14))

    which ensures that this part of the calculation is not dependent upon the precise location of the data range within the worksheet, and so will give correct answers even if that range is re-located.

    Regards

  11. Haz says:

    {=OFFSET(B4,MAX((B4:H15=L5)*ISODD(ROW(1:12))*ROW(1:12)),MAX((B4:H15=L5)*ISODD(ROW(1:12))*COLUMN(A:G))-1)}

    • Haz says:

      Non-array formula:
      =INDEX(B4:H15,SUMPRODUCT((B4:H15=L5)*(ROW(B4:H15)-ROW(B4)+1)*ISODD(ROW(B4:H15)-ROW(B4)+1))+1,SUMPRODUCT((B4:H15=L5)*(COLUMN(B4:H15)-COLUMN(B4)+1)*ISODD(ROW(B4:H15)-ROW(B4)+1)))

      Using one range (B4:H15), one reference (B4), one lookup value (L5) and no INDIRECT or OFFSET.

  12. MF says:

    My trial with defined names:

    DateRange
    =$B$4:$H$4,$B$6:$H$6,$B$8:$H$8,$B$10:$H$10,$B$12:$H$12,$B$14:$H$14

    Position
    =RANK('lookup problem'!$L$5,DateRange,1)

    L6
    =OFFSET(B4,ROUNDUP(Position/7,0)*2- 1,IF(MOD(Position,7)=0,6,MOD(Position,7)-1))

  13. Jeff Weir says:

    I'd probably just run with something like:
    =SUMPRODUCT((B4:H14=L5)*(MOD(ROW(B4:H14),2)=MOD(ROW(B4),2))*B5:H15)
    ...which is basically the same as Elias' but without the IFs

  14. Bermir says:

    The opposite of elegant but it works...

    =INDEX(B4:H15,IFERROR(MATCH(L5,B4:B14,0),0)+IFERROR(MATCH(L5,C4:C14,0),0)+IFERROR(MATCH(L5,D4:D14,0),0)+IFERROR(MATCH(L5,E4:E14,0),0)+IFERROR(MATCH(L5,F4:F14,0),0)+IFERROR(MATCH(L5,G4:G14,0),0)+IFERROR(MATCH(L5,H4:H14,0),0)+1,IFERROR(MATCH(L5,B4:H4,0),0)+IFERROR(MATCH(L5,B6:H6,0),0)+IFERROR(MATCH(L5,B8:H8,0),0)+IFERROR(MATCH(L5,B10:H10,0),0)+IFERROR(MATCH(L5,B12:H12,0),0)+IFERROR(MATCH(L5,B14:H14,0),0))

    • Bermir says:

      =INDEX(B4:H15,
      IFERROR(MATCH(L5,B4:B14,0),0)+
      IFERROR(MATCH(L5,C4:C14,0),0)+
      IFERROR(MATCH(L5,D4:D14,0),0)+
      IFERROR(MATCH(L5,E4:E14,0),0)+
      IFERROR(MATCH(L5,F4:F14,0),0)+
      IFERROR(MATCH(L5,G4:G14,0),0)+
      IFERROR(MATCH(L5,H4:H14,0),0)+1,
      IFERROR(MATCH(L5,B4:H4,0),0)+
      IFERROR(MATCH(L5,B6:H6,0),0)+
      IFERROR(MATCH(L5,B8:H8,0),0)+
      IFERROR(MATCH(L5,B10:H10,0),0)+
      IFERROR(MATCH(L5,B12:H12,0),0)+
      IFERROR(MATCH(L5,B14:H14,0),0))

  15. HF says:

    Named Range
    rownum = SUMPRODUCT(('lookup problem'!$B$4:$H$14='lookup problem'!$L$5)*ROW('lookup problem'!$B$4:$H$14)*ISEVEN(ROW('lookup problem'!$B$4:$H$14)))

    Formula
    =OFFSET($A$1,rownum,MATCH(L5,INDIRECT("$B"&rownum&":$H"&rownum),0))

  16. Venky says:

    How about SUM(IF(B4:H14=L5,B5:H15)) with array..it should work

  17. xen says:

    Sorry, Chandoo, you can't find stuff this way in every possible scenario.
    What if 2014-10-01 sales would equal 41.927 ? Which is serial number for 2014-10-15 ? SUMIF would fail to retrive correct answer. And your example data suggest that such number is possible in your table.

    It's better not to search through dates and numbers at the same time.

    If I'd solve a problem like this, it'd reformat table first so I get one column with dates and the other with numbers.

    In this case, formula to form date column would be:
    =INDIRECT(ADDRESS((INT((ROW()-4)/COUNT($B$4:$H$4))+1)*2+2;MOD(ROW()-4;COUNT($B$4:$H$4))+2;4;1))
    and numbers would be the same formula with sight adjustment (+3 instead of +2 at the end of first argument):
    =INDIRECT(ADDRESS((INT((ROW()-4)/COUNT($B$4:$H$4))+1)*2+3;MOD(ROW()-4;COUNT($B$4:$H$4))+2;4;1))

    And now you got two columns that you can safely use for searching!

  18. xen says:

    Oops, sorry, you actually mentioned that it doesn't work if number=date! I missed that part 🙁

  19. Vad says:

    ={OFFSET(A1,SUM((B4:H14=L5)*ROW((B4:H14))),SUM((B4:H14=L5)*COLUMN((B4:H14)))-1)}

    Works for all data... the solution I got for indirect looks little lengthy

  20. Rajesh says:

    I want to count last 20 records of a person, whose marks is greater than 2 and grade "manager". ....

    Assume A1 has got names (James, John...etc...)
    A2 "Manager"

    A3 "2"

    Someone please reply

  21. Rajesh says:

    I want to count last 20 records of a person, whose marks is greater than "2" and grade "Manager"

    Assume A1 "geroge" A2 "Michael" A3 "George" etc...name can found anywhere in the rows

    B1 "Manager" B2" clerk"

    C1 "2" C2, "4"

    please reply

  22. Marc says:

    Simplest I can come up with. No limitations for either 1 or 2. This does assume dates are an ordered list with 7 per row, and 2 rows per set. Assuming this is always true this will work for an arbitrary long list of dates.

    =OFFSET(B5,QUOTIENT($L$5-$B$4,7)*2,MOD($L$5-$B$4,7))

    • Michael (Micky) Avidan says:

      @Marc,
      Nice approach - however, as there are no "Negative Dates" - try:
      =OFFSET(B5,INT(L5-B4)/7)*2,MOD(L5-B4,7))
      ——————————————————————————-
      Michael (Micky) Avidan
      “Microsoft® Answer” – Wiki author & Forums Moderator
      “Microsoft®” MVP – Excel (2009-2015)
      ISRAEL

  23. Vijaykumar Shetye says:

    =OFFSET(B4,ROUNDUP((L5-41911+1)/7,0)*2-1,MOD(L5-41911,7))

    B4 has been used as reference cell for OFFSET().

    FOR ROWS:
    ROUNDUP(....,0) gives the integer value of a division. In case of presence of a remainder, ROUNDUP will add 1 to the Quotient.
    As opposed to ROUNDUP(), the INT() or QUOTIENT() functions eliminate the remainder.

    41911 = 01-Sept-2014, the first date in the data.

    *2 has been used because there are 2 columns per set of data.

    /7 has been used because there are 7 columns per set of data.

    For columns
    MOD(L5-41911,7))

    Vijaykumar Shetye,
    Panaji, Goa, India

  24. Awais says:

    This is how i did it

    {=INDEX(B4:H15, MAX((L5=B4:H15)*ROW(B4:H15))-2, MAX((L5=B4:H15)*COLUMN(B4:H15))-1 )}

  25. Paul says:

    Here's my solution:

    =INDEX(B4:H15,MATCH(1,MMULT(--(B4:H15=L5),TRANSPOSE(COLUMN(B4:H15)^0)),0)+1,MATCH(1,MMULT(TRANSPOSE(--(B4:H15=L5)),ROW(B4:H15)^0),0))

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