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list manipulation - How to rebuild original data from a histogram?


I have data in the following form. I have a list of values and a list of frequencies that indicate how often each value has occurred.


Example list of values: {5,7,4}


Example list of frequencies: {1,2,3}


I would like to obtain the original data from which such a histogram was generated. Any suggestions on how to do this with Mathematica ?


Example: {5,7,7,4,4,4}



Answer




Without looking at performance, but only on understanding: First, you create a function f which takes a value and a count and which reproduces the value exactly count times. In the simplest case


f[val_, count_] := ConstantArray[val, count]

and you can call f[3,4] to get {3,3,3,3}. Now, you combine your input arrays so that you can call f directly for each pair. For this, you can use MapThread. To create you final result, you have to Flatten the output:


Flatten[MapThread[f, {{5, 7, 4}, {1, 2, 3}}]]

This all can of course be combined into one call


vals = {5, 7, 4};
counts = {1, 2, 3};


Flatten[MapThread[ConstantArray, {vals, counts}]]

or


ConstantArray @@@ Transpose[{vals, counts}] // Flatten

or (to simplify kgulers approach)


Inner[ConstantArray, vals, counts, Join]

and many more


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