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A Javascript function to filter an array of values for outliers by using an interquartile filter
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function filterOutliers(someArray) { | |
if(someArray.length < 4) | |
return someArray; | |
let values, q1, q3, iqr, maxValue, minValue; | |
values = someArray.slice().sort( (a, b) => a - b);//copy array fast and sort | |
if((values.length / 4) % 1 === 0){//find quartiles | |
q1 = 1/2 * (values[(values.length / 4)] + values[(values.length / 4) + 1]); | |
q3 = 1/2 * (values[(values.length * (3 / 4))] + values[(values.length * (3 / 4)) + 1]); | |
} else { | |
q1 = values[Math.floor(values.length / 4 + 1)]; | |
q3 = values[Math.ceil(values.length * (3 / 4) + 1)]; | |
} | |
iqr = q3 - q1; | |
maxValue = q3 + iqr * 1.5; | |
minValue = q1 - iqr * 1.5; | |
return values.filter((x) => (x >= minValue) && (x <= maxValue)); | |
} |
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Thanks for sharing a useful piece of code.