Tour de France – Distance & Pace over time – Radial Charts

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This is an Excel replica of excellent Tableau visual made by Marc Reid here.

Last week, I saw a stunning visualization on Tour de France using of radial charts on twitter.

As an amateur cyclist, somewhat pro data analyst, I jumped with joy seeing that visual. I immediately thought, this needs to be redone in Excel. So here is an implementation of radial charts in Excel.

Demo of Excel Replica – TdF Distance & Pace Radial charts

Tour de France - distance vs. pace - radial charts in excel - demo

Download Tour de France Radial Charts viz in Excel

Click here to download the completed workbook. Have a play with the viz tab or explore the data&calc tab to see how it’s put together.

How is this chart made?

This will be a brief recipe with links to other articles that explain the technical elements. Feel free to poke around the download file to discover odd missing elements.

Step 0: Inspiration

As mentioned earlier, the inspiration for this came from Marc Reid’s excellent visual. I loved the visual instantly and wanted to replicate it in Excel as much as possible.

Original vs. replica - tour de france visualization

Step 1: Getting data

The data for this came from Thomas Camminady’s page on Every cyclist of Tour de France in a single CSV file. As the name suggests, it’s a CSV file, so there was no post processing needed. For each year, each finisher there is one row in the data set with columns like name, team name, duration, distance, pace, position and few other bits.

Step 2: Calcs for radial visualization

Meet ometrys. You might have seen them back in high school.

  • Geometry
  • Trigonometry

They will help us take the cycling data and transform that in to a radial chart.

Since there is 94 years of data (between 1913 and 2017 there were 94 editions of the tour) each spoke will be separated by 2pi / 94 radians.

Let’s take a look the anatomy of radial chart spokes.

anatomy of radial chart - single spoke
single spoke - zoomed - points we need to calculate

We could simply draw one line per spoke, but to get the thick edge, thin center look, I went with triangle approach.

As you can see, if we can calculate points a,b,c & d for each year, our job is done.

The center is (0,0). Points a & d lie on the inner ring. Points b & c depend on the actual distance (or pace) we are plotting for the given year.

Let’s say inner ring size (radius) is defined by a named range hole.size and triangle edges are separated by 1 degree (2pi/360 radians).

  • point a (x,y) = (hole.size * SIN(theta), hole.size *COS(theta))
  • point d (x,y) = (hole.size * SIN(theta + 2pi/360), hole.size *COS(theta + 2pi/360))

To calculate b & c, we need to use the distance in that year too. As the distances (and paces) are all over the places, I have used a scale.factor to scale them down or up to make the radial charts uniform. This is how the formula looks for points b & c.

  • point b (x,y) = (dist/scale.factor.d * SIN(theta), dist/scale.factor.d * COS(theta))
  • point c (x,y) = (dist/scale.factor.d * SIN(theta + 2pi/360), dist/scale.factor.d * COS(theta + 2pi/260))

As we need 4 points for each year, we need to calculate 4 x 94 values to plot the radial chart for distance. Similar set of values need to be calculated for pace too.

Once all these values are ready, it is a simple matter of creating XY scatter plot, formatting it to get the spokes.

This method of drawing spokes / radials in Excel is explained in great detail here. For more also see network relationships chart in Excel.

The calculations for line charts are rather straight forward, so I am not explaining them here.

Step 3: Extra series for highlighting max, min and selected values

Once the calculations are done, we can add additional x,y values for each of these scenarios.

  • If the pace is maximum, then get (x,y) else (NA(), NA())
  • Pace is minimum, get (x,y) else NA()
  • Year is selected by the user, get (x,y) else NA()

Related: How to conditionally format charts?

Step 4: User interaction for year selection – scrollbar form control

I added a scrollbar control to the visuals area and then set it up to go from 1913 to 2017. We can use the linked cell value to drive the calculations needed for “year selection” bit.

form control for selecting year

Related: Introduction to Excel Form Controls

Step 5: Stats for selected year with Picture Link

For the selected year, we can easily calculate stats (winner’s name, duration, distance, pace and percentage changes compared to previous edition of the tour). Once these stats are calculated, we can show them on the visual by using picture link. As you play with the scrollbar, the picture link changes.

Here is a re-cap of all the 5 steps in construction.

tour de france - radial charts in excel - how it's constructed?

Other bits & pieces

  • We can add labels for important points on radial chart by using “value from cell” option for data labels.
  • But the labels on XY charts tend to be poorly positioned. I needed more space between edge of spoke and label. To get this, I added an extra label series that is offset 12 points from the edge.
  • We can add number of finishers in each year and see that trend too. As you can see, over the years, the competition has gone intense.

The final output – Tour de France distance & pace over time as radial charts

Tour de France - distance vs. pace - radial charts in excel - demo

How do you like the visualization?

My love for cycling, data and story-telling coincided perfectly in this. That said, if I remove my rose-tinted glasses, I can see a couple of issues with the visualization.

  • Redundancy: The line charts at bottom depict the same info as radials, but do a better job. They can work even with 500 data points, where as the radial spokes will get very busy with such large volume of data.
  • Obvious: The conclusion from visualization is “as distance goes down, pace has gone up”. But this is kind of obvious.

That said, I loved the challenge of replicating it in Excel. I would say, barring the trigonometry part, it is rather simple to re-create this in Excel. I suggest giving it a try to improve your charting skills.

What about you? What do you think about the original Tableau visual and its replica in Excel? Please share your thoughts in comment section.

Do you like sport & data – Check out these stories too:

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15 Responses to “Compare 2 Lists Visually and Highlight Matches”

  1. Nunes says:

    Hi,
    I solved this in a little different way.

    We have 2 lists, one starts at A1 and other at B1, both are vertical arrays.

    First thing is define 2 named ranges, list1 and list2:
    list1 refers to "=OFFSET(Sheet1!$A$1;0;0;SUMPRODUCT(--(Sheet1!$A$1:$A$1000""));1)"
    list2 refers to "=OFFSET(Sheet1!$A$1;0;0;SUMPRODUCT(--(Sheet1!$B$1:$B$1000""));1)"

    this way lists will be dynamically sized when you had or remove elements (you can't have blanks and you can't have more than 1000 elements).

    Then I use conditional formatting in column A when this formula is true:
    "=NOT(ISERROR(MATCH(A1;list2;0)))"
    and "=NOT(ISERROR(MATCH(B1;list1;0)))" to list2.

    This way we eliminate the need for auxiliary columns or lists.

    Hope you like my way! 😀

    Nunes

  2. glw says:

    Simple conditional formatting formula.
    Assuming lists vertical lists starting in A1 & B1
    To highlight just one column (assume B for example)
    Conditional formatting>New Rule>by formula
    =MATCH(B1,$A$1:$A$99,0)
    Set the cell fill to what ever color you prefer & press OK

    To highlight both columns repeat with this formula for cell in column A
    =MATCH(A1,$B$1:$B$99,0)

    This approach doesn't require named fields or addtl columns
    glw

  3. Alan says:

    Say I had 1 list in A2:A20 and another in B2:B20.

    To format all the items in column A that are repeated in column B I would use the following Conditional Formatting rule.

    =IF(ISNA(VLOOKUP(A2,$B$2:$B$20,1,false)),true,false)

    All the duplicates are highlighted. It us a very simple example of comparison.

  4. Lee says:

    I may be missing something here, but I usually highlight both my lists by holding ctrl eg A1:A20 E10:E40 then choose conditional formatting from the ribbon and then highlight duplicates, and this does it?

  5. Greg says:

    Lee, I was perplexed as well. I do the same thing you do with the conditional formating. A drag and click to highlight range and choose highlight duplicates does the trick for me.

  6. Alan says:

    I believe these methods are to check if an item from one list also appears in the other list. So if an item mentioned many times in one list if also mentioned in the other list or not.

    The Conditional Formatting highlight duplicates feature will do this, but it will also highlight an item if it appears multiple times in the one column or list.

  7. i48998 says:

    Hi, I would just like to know (if you are willing to share) which image editing program you use to make your image like above, like they are torn apart from bottom? I've been looking for long.

  8. Hui... says:

    @i48998
    Chandoo is on Holidays, but Chandoo uses Paint.Net
    Paint.net is a free download available at http://www.paint.net/
    .
    I use CorelDraw/PhotoPaint
    .
    We both use the Snipping Tool (a freebe with Win Vista/10)
    .
    We both use Camtasia for doing screen captures to make animated GIFs where you see animation.

  9. Rick says:

    Here is how I would accomplish
    (1) Define Names: List_1, List_2
    (2) =ISNA(MATCH(D4,List_2,0))-1 (Conditional Format formula List_1)
    (3) =ISNA(MATCH(D4,List_1,0))-1 (Conditional Format formula List_2)

    ISNA will return 1 if NO Match and O if Match by adding a -1 will make: NO Match 0 and Match a -1 which is True

  10. Hi all
    this my first Post here
    i think we can take Unique List for tow list to know what is not Duplicate By this Array formula
    =IFERROR(INDEX($D$6:$D$33,SMALL(IF(ISERROR(MATCH($D$6:$D$33,$B$6:$B$33,0)),ROW($D$6:$D$33)-ROW($D$6)+1),ROWS($J$5:J5))),"")
    and this one for Duplicate Value
    =IFERROR(INDEX($D$6:$D$33,SMALL(IF(ISNUMBER(MATCH($D$6:$D$33,$B$6:$B$33,0)),ROW($D$6:$D$33)-ROW($D$6)+1),ROWS($J$5:J5))),"")

    Don't forget to Enter This Formula by Pressing Ctrl+Shift+Enter

  11. Excel Addin says:

    without wanting to ruthlessly self promote here, I do have an addin that does neatly compare two ranges, not just in columns, so you might want to check that out.

    Having said that this is a pretty neat solution if you dont want to be going down the VBA or purchase route. I like it

    however, could you not do something with the remove duplicates feature in Excel 2010 and then compare the resulting data set?

  12. SirJB7 says:

    Hi, Chandoo! I've found yesterday your Excel website... What can I say? It's just awesome, Excellent. Being a developer for 30 years, more than 15 with Office products, and wow!, how many things I discovered in a couple of hours, and what pretty resolved.
    I decided to take the long path of the newbies and read all your examples and write down by myself all of them, and when I arrived to this (the comparison of two lists) I think I've found a problem:
    a) in "Step 4: Apply conditional formatting to Second List - Use the same logic, but this time the rule becomes =COUNTIF(count1s,$H6)" it should say "Step 4: Apply conditional formatting to Second List - Use the same logic, but this time the rule becomes =COUNTIF(count1s,$H6)>0", but this is a typing error that I believe all of us here might have discovered and corrected
    b) the very problem: I wrote down two different lists, in different ranges, and with different number of elements, I specified the equivalent conditional formats, et non voilá!, I didn't get what expected. So I downloaded your example book, I checked range names, formulaes, conditional formats and all OK. So I copied -just values- from my book to yours, and I still couldn't achieve the goal.
    I'm using Excel 2010 in spanish, I'm from Buenos Aires (Argentina), and my book is at your disposition whenever you considerate it appropiate.
    Thanks in advance for your time, and again my congratulations for your work here.
    Best regards.
    SirJB7

  13. SirJB7 says:

    Comparison of 2 lists visually with highlights
    Author: SirJB7 / Date: 11-Dic-2011
    Pros: no duplicated tables, no matrix formulaes, no named ranges, no VBA code, just conditional formatting
    Cons: not found yet, comments and observations welcome
    Features:
    a) standard problem: highlights in orange/yellow elements existing in the other list
    b) optimized problem: idem a) plus highlights in red/violet first occurrence of elements existing in the other list
    Sheet contents:
    a) conditional format, 1 rule per list (2 methods used)
    A1:A20, first list
    B1:B20, second list
    a1) range A1:A20, condition =NO(ESERROR(BUSCARV(A1;B$1:B$20;1;FALSO))), format Orange ---> in english: =NOT(ISERROR(VLOOKUP(A1,B$1:B$20,1,FALSE)))
    a2) range B1:B20, condition =CONTAR.SI(A$1:A$20;B1)>0, format Yellow ---> in english: =COUNTIF(A$1:A$20,B1)>0
    b) conditional format, 2 rules per list (2 methods used)
    D1:D20, first list
    E1:E20, second list
    b1) range E1:E20, condition 1 =Y(NO(ESERROR(BUSCARV(D1;E$1:E$20;1;FALSO)));COINCIDIR(D1;D$1:D$20;0)=FILA(D1)), format Red ---> in english: =AND(NOT(ISERROR(VLOOKUP(D1,E$1:E$20,1,FALSE))),MATCH(D1,D$1:D$20,0)=ROW(D1))
    same range, condition 2 and format 2, same as a1)
    b2) range E1:E20, condition =Y(CONTAR.SI(D$1:D$20;E1)>0;COINCIDIR(E1;E$1:E$20;0)=FILA(E1)), format Violet ---> in english: =AND(COUNTIF(D$1:D$20,E1)>0,MATCH(E1,E$1:E$20,0)=ROW(E1))
    same range, condition 2 and format 2, same as a2)
    Personally I like the a2) and b2) solutions, I think the formulaes are prettier.
    I still don't know the rules of this website and forum, but it any precept is infringed I'm willing to share the workbook with the solution. If it breaks a rule, I apologize and promise that won't happen again.
    Best regards for all!

  14. sunil says:

    Dear All i have a complicated situation...

    1. I have two sheets of data Sheet1 and Sheet2 (from various sources) - Both of these contain data matching and Not matching as well..

    2. Now for me i need to build an excel where in i need to get sheet 3 with values that are present in a column of Sheet 1.

    What ever Sheet 1 doesn't have i dont want those rows from sheet 2 to be populated into Sheet3.

    Can any one help me out.

  15. Jagdev says:

    Hi Team

    The above example is to compare partial name from 2 different columns.

    If I want to cross check it in a single column. I have both correct and partial correct/match entries in a column. Is there any way I can find both the entries in the column.

    Regards

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