MSExcel, despite its bad name for data analysis, can still be a very good tool to reach out to for one-off analysis jobs, especially when the output needs to be interactive. After all, nothing comes close to the reactivity -- as in reactive programming -- simple MSExcel formulae provide that do not require hardcore development skills.^{1}
Getting our hands dirty
Let's say the requirement is to rank the customers' YTD Trade Count and MTD Trade Count. One method is to do that by hand:
A | B | C | |
---|---|---|---|
1 | Customer | YTD Trade Count | MTD Trade Count |
2 | ABC | 190 | 7 |
3 | DEF | 288 | 38 |
4 | GHI | 69 | 32 |
5 | JKL | 168 | 38 |
6 | |||
7 | |||
8 | |||
9 | Customer | YTD Rank | MTD Rank |
10 | ABC | 2nd | 4th |
10 | DEF | 1st | 1st |
11 | GHI | 4th | 3rd |
12 | JKL | 3rd | 1st |
Yeah, it works! But if the number of customers is in the hundreds, doing it by hand is a huge waste of time. We can do better than that.
MSExcel has one handy function LARGE
^{2} which the official documentation says:
Returns the k-th largest value in a data set. You can use this function to select a value based on its relative standing. For example, you can use LARGE to return the highest, runner-up, or third-place score.
and its syntax:
LARGE(array, k)
The LARGE function syntax has the following arguments:
- Array Required. The array or range of data for which you want to determine the k-th largest value.
- K Required. The position (from the largest) in the array or cell range of data to return.
Great! Type out the formula =LARGE(B$2:B$5,ROW()-9)
, copy and paste it across the range B10:C13
, and we'll get:
A | B | C | |
---|---|---|---|
1 | Customer | YTD Trade Count | MTD Trade Count |
2 | ABC | 190 | 7 |
3 | DEF | 288 | 38 |
4 | GHI | 69 | 32 |
5 | JKL | 168 | 38 |
6 | |||
7 | |||
8 | |||
9 | Customer | YTD Rank | MTD Rank |
10 | ABC | 2nd | 4th |
10 | DEF | 1st | 1st |
11 | GHI | 4th | 3rd |
12 | JKL | 3rd | 1st |
13 | |||
14 | |||
15 | |||
16 | YTD Ordered | MTD Ordered | |
17 | =LARGE(B$2:B$5,ROW()-16) | =LARGE(C$2:C$5,ROW()-16) | |
18 | =LARGE(B$2:B$5,ROW()-16) | =LARGE(C$2:C$5,ROW()-16) | |
19 | =LARGE(B$2:B$5,ROW()-16) | =LARGE(C$2:C$5,ROW()-16) | |
20 | =LARGE(B$2:B$5,ROW()-16) | =LARGE(C$2:C$5,ROW()-16) |
And that yields the following:
A | B | C | |
---|---|---|---|
1 | Customer | YTD Trade Count | MTD Trade Count |
2 | ABC | 190 | 7 |
3 | DEF | 288 | 38 |
4 | GHI | 69 | 32 |
5 | JKL | 168 | 38 |
... | ... | ... | |
16 | YTD Ordered | MTD Ordered | |
17 | 288 | 38 | |
18 | 190 | 38 | |
19 | 168 | 32 | |
20 | 69 | 7 |
ROW()
returns the row number of the cell the function is applied to, thus ROW()-16
at B17
signals to LARGE
to return the first largest value; at B18
to return second largest...
Although that simply sorts the two columns in descending order, it beats the manual steps in the following ways:
- Typing out the formula, copy and paste takes only 2 steps, but manual sorting takes 4:
- Copy values from
B2:B5
and paste them atB17:B20
- Sort values in
B17:B20
- Copy values from
C2:C5
and paste them atC17:C20
- Sort values in
C17:C20
- Copy values from
- MSExcel automatically apply the ordering when any values in
B2:C5
change
Type out the rank at column D (actually, for ranks 4th and beyond, using the formula =ROW()-15&"th"
can save some typing with some copy & paste laziness):
A | B | C | D | |
---|---|---|---|---|
16 | YTD Ordered | MTD Ordered | Rank | |
17 | 288 | 38 | 1st | |
18 | 190 | 38 | 2nd | |
19 | 168 | 32 | 3rd | |
20 | 69 | 7 | 4th |
Replace the hand-coded rank at cell B10
with the formula =VLOOKUP(B2,B$17:$D$17,5-COLUMN(),FALSE)
, then copy and paste the cell across B10:C12
yields the same result to the do-by-hand version but with an important advantage: any changes to the values in B2:C5
automatically refresh the ranks.
COLUMN
returns the column number the function is applied to. The 5-COLUMN()
fragment in the VLOOKUP
formula is to determine automatically the lookup index. For example, at cell B10
, 5-COLUMN()
resolves to 3, at cell C10 resolves to 2.
Wrapping up
With no coding, some creative use of MSExcel functions, and lots of copy-and-paste, MSExcel's efficiency is unbeatable. Yes, using pandas or R makes the work reproducible, but sometimes not everything is a nail. MSExcel has its place in data analysis; knowing what tool to use appropriately is far more important and flexing the scripting muscles.
This post Ranking Data in MSExcel first appeared first on Bit by Bit
Discussion (0)