FREQUENCY_BINS

FREQUENCY_BINS(data_array,bins_array)
data_array
an array of numbers to separate into bins
bins_array
an array of numbers to represent bins

Returns data_array binned by row to match native FREQUENCY function

tboulden

Board Regular
Joined
Jan 14, 2021
Messages
73
Office Version
  1. 365
Platform
  1. Windows
Excel function FREQUENCY(data_array,bins_array) returns an array of counts of numbers in data_array based on numeric ranges determined by bins_array.

FREQUENCY_BINS filters data_array consecutively based on the bin criteria and returns a row for each bin.

Excel Formula:
=LAMBDA(data_array,bins_array,
  LET(
    pair,
      LAMBDA(pass,keep,
        LAMBDA(sw,
          SWITCH(sw,
            "passed",pass,
            "kept",keep
          )
        )
      ),
    vFlat_data,REDUCE(,data_array,vStack),
    hFlat_bins,REDUCE(,bins_array,hStack),
    sorted_bins,SORT(hFlat_bins,,1,TRUE),
    sorted_idx,
      hstack(
        SORTBY(SEQUENCE(,COLUMNS(hFlat_bins)),hFlat_bins,1),
        COLUMNS(hFlat_bins)+1),
    max_pred,isGreaterThan(MAX(hFlat_bins)),
    preds,hstack(MAP(sorted_bins,isLessThanOrEqualTo),max_pred),
    pairs,
      SCAN(pair(vFlat_data,),preds,
        LAMBDA(acc,pred,
          LET(
            vals,acc("passed"),
            passed,FILTER(vals,NOT(pred(vals)),""),
            kept,FILTER(vals,pred(vals),""),
            pair(passed,kept)
          )
        )
      ),
    binned_data,
      REDUCE(,pairs,
        LAMBDA(acc,val,
          hStack(
            IFERROR(acc("kept"),acc),
            val("kept")
          )
        )
      ),
    final,
      TRANSPOSE(SORTBY(binned_data,sorted_idx,1)),
    final
  )
)

Uses these helper functions:

isLessThanOrEqualTo
Excel Formula:
=LAMBDA(val,
  LAMBDA(vals,
    vals<=val
  )
)

isGreaterThan
Excel Formula:
=LAMBDA(val,
  LAMBDA(vals,
    vals>val
  )
)

LAMBDA_bins.xlsx
ABCDEFGHIJKLMNOPQRSTUVWXYZAAABACADAEAF
1bins_arraydata_arraybins_array
238131234-96-77.4-67.4-46.6-6.8132544.567.287
35678
4FREQUENCYCheck?frequency_bins9101112FREQUENCYCheck?frequency_bins
5331231314151611-96
6554567877-88-81-95-89-86-81-87
755910111213data_array88-77-75-71-73-69-76-72-76
8331415168087-88-288-54-55-56-67-48-60-48-51
9577384-5488-8-19-8-23-29-22-11-46
10bins_array21-8141-551010-2-1-551371313-61
11261014-143-8-567721252519211516
12-958925-197741433238433938
13FREQUENCYCheck?frequency_bins58-6768-48885758555960675048
14221296-8-89-8699808773846883878383
154434563238-77-8177899688919795100
164478910-75552519
174411121314-23882143bins_array
182215169183-60-71100806040200-20-40-60-80
19-73-5-295
20bins_array59-69-76-22FREQUENCYCheck?frequency_bins
215203010401513-4860971313878489968891839795100878383
22-1195-51674480736867
23FREQUENCYCheck?frequency_bins7-725048101057414358554359605048
245512345-761008713882125323825213938
251116-4639-968399195137131513116
2600151338-688-2-1-8-19-8-5-11-6
275567891018316-8733-23-29-22
280077-54-55-56-48-48-51-46
29551112131415###1010-67-77-75-60-71-73-69-76-72-76
300088-88-81-95-89-86-81-96-87
3100
frequency_bins
Cell Formulas
RangeFormula
D2:F2D2={3,8,13}
L2:O5L2=SEQUENCE(4,4)
T2:AC2T2=PERCENTILE.INC(L8#,SEQUENCE(,10,0,0.1))
A5:A8,A24:A30,A14:A18A5=FREQUENCY($L$2#,D2#)
B5:B8,B24:B30,R21:R31,B14:B18,R5:R15B5=BYROW(D5#,LAMBDA(row_,COUNT(row_)))
D5:H8,D24:H30,D14:G18D5=frequency_bins($L$2#,D2#)
Q5:Q15,Q21:Q31Q5=FREQUENCY($L$8#,T2#)
T5:AC15,T21:AF31T5=frequency_bins($L$8#,T2#)
L8:O27L8={80,87,-88,-2;57,73,84,-54;21,-81,41,-55;-1,43,-8,-56;-95,89,25,-19;58,-67,68,-48;96,-8,-89,-86;32,38,-77,-81;-75,55,25,19;-23,88,21,43;91,83,-60,-71;-73,-5,-29,5;59,-69,-76,-22;13,-48,60,97;-11,95,-51,67;7,-72,50,48;-76,100,87,13;-46,39,-96,83;15,13,38,-6;1,83,16,-87}
D11:G11D11={2,6,10,14}
T18:AC18T18=SEQUENCE(,10,100,-20)
D21:I21D21={5,20,30,10,40,15}
M29M29=FREQUENCY
Dynamic array formulas.
 
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