1. Lighthouse

Level 4 · The marketing mix as % of each column

The request

From Joshua Scott, Data Analyst

“Jordan asked whether we leaned harder on social during Thanksgiving week. Totals won't answer it, the week is shorter. Can you show each channel's share of spend, before the week and during it?”

Your goal

Build a PivotTable at F1 on the November spend: channel in Rows, period in Columns, amount in Values as a Sum, shown as % of Column Total. It fills F1:I6.

  • Fill F1:I6 with the right valuesnot done yet

Your sheet

Excel
The sheet for this level
ABCDEFGHIJK
1spend_datechannelamountperiod
22025-11-11email147.69Nov 11-23
32025-11-11paid869.31Nov 11-23
42025-11-11social350.21Nov 11-23
52025-11-12email189.29Nov 11-23
62025-11-12paid1,401.16Nov 11-23
72025-11-12social431.86Nov 11-23
82025-11-13email170.08Nov 11-23
92025-11-13paid903.45Nov 11-23
102025-11-13social370.03Nov 11-23
112025-11-14email170.13Nov 11-23
122025-11-14paid1,089.82Nov 11-23
132025-11-14social335.76Nov 11-23
142025-11-15email61.22Nov 11-23
152025-11-15paid1,247.86Nov 11-23
162025-11-15social369.98Nov 11-23
172025-11-16email52.20Nov 11-23
182025-11-16paid1,336.44Nov 11-23
192025-11-16social364.99Nov 11-23
202025-11-17email189.12Nov 11-23
212025-11-17paid1,115.88Nov 11-23
222025-11-17social425.28Nov 11-23
232025-11-18email145.74Nov 11-23
242025-11-18paid974.81Nov 11-23
252025-11-18social362.87Nov 11-23
262025-11-19email126.88Nov 11-23
272025-11-19paid1,335.53Nov 11-23
282025-11-19social453.11Nov 11-23
292025-11-20email134.29Nov 11-23
302025-11-20paid1,211.68Nov 11-23
312025-11-20social449.52Nov 11-23
322025-11-21email343.15Nov 11-23
332025-11-21paid2,234.09Nov 11-23
342025-11-21social762.15Nov 11-23
352025-11-22email156.29Nov 11-23
362025-11-22paid3,064.30Nov 11-23
372025-11-22social944.68Nov 11-23
382025-11-23email109.43Nov 11-23
392025-11-23paid1,933.71Nov 11-23
402025-11-23social724.35Nov 11-23
412025-11-24email320.38Nov 24-30
422025-11-24paid1,941.89Nov 24-30
432025-11-24social1,005.67Nov 24-30
442025-11-25email257.09Nov 24-30
452025-11-25paid2,468.60Nov 24-30
462025-11-25social1,003.96Nov 24-30
472025-11-26email381.99Nov 24-30
482025-11-26paid3,054.69Nov 24-30
492025-11-26social1,158.22Nov 24-30
502025-11-27email372.64Nov 24-30
512025-11-27paid2,507.56Nov 24-30
522025-11-27social1,185.48Nov 24-30
532025-11-28email277.27Nov 24-30
542025-11-28paid3,081.46Nov 24-30
552025-11-28social1,009.86Nov 24-30
562025-11-29email119.51Nov 24-30
572025-11-29paid2,115.26Nov 24-30
582025-11-29social915.64Nov 24-30
592025-11-30email147.91Nov 24-30
602025-11-30paid3,098.78Nov 24-30
612025-11-30social1,012.26Nov 24-30
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Loading the editor…

    ResultPress Check to compare F1:I6

    Mote checks your result

    Press Check. Each right cell becomes a firefly in your lantern.

    The lesson

    A total answers “how much”. Many questions are about shares instead: what part of the spend went to social, and did that part grow? Excel’s PivotTable can show any value as a percentage of a total without a single extra formula.

    Show values as

    The sheet holds three channels’ daily spend from November 11 to 30, 2025, with a period column that splits it into the 13 days before Thanksgiving week (Nov 11-23) and the week itself (Nov 24-30). Build the table in two moves:

    1. Rows channel, Columns period, Values amount summarised by Sum. That gives dollars.
    2. Change Show values as to % of Column Total.

    In Excel the second move is a right-click on any value → Show Values As → % of Column Total (or Value Field Settings → Show Values As).

    Three kinds of percentage

    Show values as Each cell divided by Adds up to 100%
    % of Grand Total the overall total the whole table
    % of Column Total its column’s total each column
    % of Row Total its row’s total each row

    The question decides which one. “Did the mix change from one period to the next?” compares columns, so every column must add up to 100%: % of Column Total.

    What the table says

    Sum of amount   period
    channel       Nov 11-23    Nov 24-30    Grand Total
    email            7.37%        6.84%         7.11%
    paid            69.18%       66.58%        67.87%
    social          23.45%       26.57%        25.02%
    Grand Total    100.00%      100.00%       100.00%

    Paid ads still take two thirds of the money, but in Thanksgiving week social rose by about three points and paid fell by about two and a half. In dollars, the week cost 27,436.12, slightly more than the 13 days before it (27,058.34): daily spend almost doubled. Both facts belong in Jordan’s answer.

    Common mistakes

    • Comparing raw sums across periods of different length. Shares or daily averages make them comparable; totals don’t.
    • The wrong denominator. % of Grand Total here would make each period’s shares add up to its share of all spend (about 50% each), which hides the mix.
    • Typing percentages next to the pivot. If someone refreshes the pivot with more days, typed shares go stale. Let the pivot compute them.
    • Reading the Grand Total column as an average. It is each channel’s share of the whole 20 days, weighted by spend.

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