math-helper-functions v3.2.0
math-helper-functions
Installation
Using npm, npm i math-helper-functions.
Using yarn, yarn add math-helper-functions.
Usage
Using import
import { calcSum } from 'math-helper-functions';
const input = [
{ item: 'bookA', count: 3 },
{ item: 'bookB', count: 4 },
];
const totalBooks = calcSum(input, 'count'); // totalBooks is 7In a CommonJS environment
const { calcDomain } = require('math-helper-functions');
const input = [
{ item: 'bookA', count: 3 },
{ item: 'bookB', count: 10 },
{ item: 'bookC', count: 1 },
];
const domain = calcDomain(input, 'count'); // domain is [1, 10]Table of contents
Functions
- calcBuckets
- calcDiff
- calcDistribution
- calcDistributionAsArray
- calcDistributionWithSeries
- calcDomain
- calcHistogram
- calcMax
- calcMean
- calcMedian
- calcMin
- calcPercent
- calcQuartiles
- calcStdDeviation
- calcSum
- calcVariance
- calcWeightedMean
- calcWeightedMedian
- getMinMaxFromBucket
- getPercentile
- ruleOfThree
Functions
calcBuckets
▸ calcBuckets(array, strict?, numOfBins?): IBucket[]
Calculate the buckets given a data array and an amount
Parameters
| Name | Type | Default value | Description |
|---|---|---|---|
array | number[] | undefined | The data array |
strict? | boolean | false | Whether to use real or pretty domain |
numOfBins? | number | undefined | Amount of desired buckets |
Returns
IBucket[]
The buckets
Export
Defined in
calcDiff
▸ calcDiff(array, property?): number
Gets the absolute difference between the max and min value in an array
Parameters
| Name | Type | Description |
|---|---|---|
array | any[] | Input array |
property? | string | Property to map by |
Returns
number
Absolute difference between the max and min of an array
Export
Defined in
calcDistribution
▸ calcDistribution(array, strict?, numOfBins?): IDistribution
Calculates the distribution of an arrays values
Parameters
| Name | Type | Default value | Description |
|---|---|---|---|
array | number[] | undefined | Input array |
strict | boolean | false | |
numOfBins? | number | undefined | Number of bins to use |
Returns
IDistribution
The distribution
Export
Defined in
calcDistributionAsArray
▸ calcDistributionAsArray(array, binsStrict?, numOfBins?): IDistributionArrayItem[]
Calculates the distribution of an arrays values and outputs an array
Parameters
| Name | Type | Default value | Description |
|---|---|---|---|
array | number[] | undefined | Array to calc distribution of |
binsStrict? | boolean | false | If false, buckets may be rounded floor, ceil |
numOfBins? | number | undefined | Number of bins to use |
Returns
IDistributionArrayItem[]
The distribution as an array of objects
Export
Defined in
calcDistributionWithSeries
▸ calcDistributionWithSeries(buckets, dataGrouped, distributionProp): ISerieDistribution
Calculates the distribution of an array of grouped objects
Parameters
| Name | Type |
|---|---|
buckets | IBucket[] |
dataGrouped | Record<string, unknown[]> |
distributionProp | string |
Returns
ISerieDistribution
The distribution with labels and data
Export
Defined in
calcDomain
▸ calcDomain(array, property?): number, number | any, any
Gets the min, max value in an array
Parameters
| Name | Type | Description |
|---|---|---|
array | any[] | Input array |
property? | string | Property to map by |
Returns
The domain
Export
Defined in
calcHistogram
▸ calcHistogram(array, numberOfBins?, property?): number[]
Calculates a histogram from array values
Parameters
| Name | Type | Default value | Description |
|---|---|---|---|
array | any[] | undefined | Input array |
numberOfBins? | number | 4 | Number of bins to use |
property? | string | undefined | Property to map by |
Returns
number[]
The histogram
Export
Defined in
calcMax
▸ calcMax(array, property?): number
Gets the max value in an array
Parameters
| Name | Type | Description |
|---|---|---|
array | any[] | Input array |
property? | string | Property to map by |
Returns
number
The maximum value in the array
Export
Defined in
calcMean
▸ calcMean(array, property?): number | undefined
Gets the mean value for an array
Parameters
| Name | Type | Description |
|---|---|---|
array | any[] | Input array |
property? | string | Property to map by |
Returns
number | undefined
The mean value
Export
Defined in
calcMedian
▸ calcMedian(array, property?): number | undefined
Gets an array median
Parameters
| Name | Type | Description |
|---|---|---|
array | any[] | Input array |
property? | string | The property to map by |
Returns
number | undefined
The resulting median
Export
Defined in
calcMin
▸ calcMin(array, property?): number
Gets the min value in an array
Parameters
| Name | Type | Description |
|---|---|---|
array | any[] | Input array |
property? | string | Property to map |
Returns
number
The minimum value in the array
Export
Defined in
calcPercent
▸ calcPercent(toCalc, total): number
Calculates the percentage of a value, given a total
Parameters
| Name | Type | Description |
|---|---|---|
toCalc | number | Number to get percentage of |
total | number | Total |
Returns
number
Percentage of the total
Export
Defined in
calcQuartiles
▸ calcQuartiles(array, property?): number, number, number
Gets the quartiles of an array
Parameters
| Name | Type | Description |
|---|---|---|
array | any[] | Input array |
property? | string | Property to map by |
Returns
The quartiles
Export
Defined in
calcStdDeviation
▸ calcStdDeviation<T>(array, property?): number | undefined
Calculates the standard deviation in an array of numbers
Type parameters
| Name |
|---|
T |
Parameters
| Name | Type |
|---|---|
array | T[] |
property? | string |
Returns
number | undefined
Export
Defined in
calcSum
▸ calcSum(array, property?): number
Gets the sum of the values in an array
Parameters
| Name | Type | Description |
|---|---|---|
array | any[] | Input array |
property? | string | Property to map by |
Returns
number
The sum
Export
Defined in
calcVariance
▸ calcVariance<T>(array, property?): number | undefined
Calculates the variance in an array of numbers
Type parameters
| Name |
|---|
T |
Parameters
| Name | Type |
|---|---|
array | T[] |
property? | string |
Returns
number | undefined
Export
Defined in
calcWeightedMean
▸ calcWeightedMean(array, valueProperty, weightProperty): number
Gets the weighted mean for an array
Parameters
| Name | Type | Description |
|---|---|---|
array | any[] | Input array |
valueProperty | string | Property to use for value |
weightProperty | string | Property to use for weight |
Returns
number
The weighted mean
Export
Defined in
calcWeightedMedian
▸ calcWeightedMedian(array, valueProperty, weightProperty): number
Gets an array weighted median
Parameters
| Name | Type | Description |
|---|---|---|
array | any[] | Input array |
valueProperty | string | The property to use as value |
weightProperty | string | The property to use as weight |
Returns
number
The resulting median
Export
Defined in
getMinMaxFromBucket
▸ getMinMaxFromBucket(bucketLabel): number[]
Gets the min and max values for a calcDistribution bucket
Parameters
| Name | Type | Description |
|---|---|---|
bucketLabel | string | The bucket label |
Returns
number[]
Export
Defined in
getPercentile
▸ getPercentile(array, percentile): number | undefined
Gets the percentile of an array of values
Parameters
| Name | Type | Description |
|---|---|---|
array | (null | number)[] | Array to find percentile of |
percentile | number | Amount between 0 and 1 |
Returns
number | undefined
Percentile
Defined in
ruleOfThree
▸ ruleOfThree(ifThis, isThis, thenThat): number
Performs a simple rule of three
Parameters
| Name | Type | Description |
|---|---|---|
ifThis | number | First param |
isThis | number | First result |
thenThat | number | Second param |
Returns
number
Second result
Export
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