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tabulateBy
Generate a frequency table according to an indicator function.
Usage
var tabulateBy = require( '@stdlib/utils/tabulate-by' );
tabulateBy( collection[, options,] indicator )
Generates a frequency table according to an indicator
function, i.e., a function which specifies how to categorize an element in the input collection
.
function indicator( v ) {
return v[ 0 ];
}
var arr = [ 'beep', 'boop', 'foo', 'beep' ];
var out = tabulateBy( arr, indicator );
// returns [ [ 'b', 3, 0.75 ], [ 'f', 1, 0.25 ] ]
An indicator
function is provided two arguments:
value
: collection elementindex
: collection index
function indicator( v, i ) {
console.log( '%d: %s', i, v );
return v[ 0 ];
}
var arr = [ 'beep', 'boop', 'foo', 'bar' ];
var out = tabulateBy( arr, indicator );
// returns [ [ 'b', 3, 0.75 ], [ 'f', 1, 0.25 ] ]
The function accepts the following options
:
thisArg
: execution context.
To set the indicator
execution context, provide a thisArg
.
function indicator( v ) {
this.count += 1;
return v[ 0 ];
}
var context = {
'count': 0
};
var opts = {
'thisArg': context
};
var arr = [ 'beep', 'boop', 'foo', 'bar' ];
var out = tabulateBy( arr, opts, indicator );
// returns [ [ 'b', 3, 0.75 ], [ 'f', 1, 0.25 ] ]
console.log( context.count );
// => 4
The returned frequency table is an array
of arrays
. Each sub-array corresponds to a unique value in the input collection
and is structured as follows:
0
: unique value1
: value count2
: frequency percentage
Notes
- A
collection
may be either anArray
,Typed Array
, or an array-likeObject
(excludingstrings
andfunctions
).
Examples
var randu = require( '@stdlib/random/base/randu' );
var floor = require( '@stdlib/math/base/special/floor' );
var tabulateBy = require( '@stdlib/utils/tabulate-by' );
var vals;
var arr;
var out;
var i;
var j;
function indicator( value ) {
return value[ 0 ];
}
vals = [ 'beep', 'boop', 'foo', 'bar', 'woot', 'woot' ];
// Generate a random collection...
arr = new Array( 100 );
for ( i = 0; i < arr.length; i++ ) {
j = floor( randu()*vals.length );
arr[ i ] = vals[ j ];
}
// Generate a frequency table:
out = tabulateBy( arr, indicator );
console.log( out );