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https://github.com/skratchdot/stats-collector
Collect stats about numbers
https://github.com/skratchdot/stats-collector
Last synced: about 1 month ago
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Collect stats about numbers
- Host: GitHub
- URL: https://github.com/skratchdot/stats-collector
- Owner: skratchdot
- Created: 2015-11-17T18:59:06.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2016-10-06T16:00:19.000Z (about 8 years ago)
- Last Synced: 2024-11-17T07:07:57.410Z (about 2 months ago)
- Language: JavaScript
- Homepage: http://projects.skratchdot.com/stats-collector/
- Size: 550 KB
- Stars: 2
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
Awesome Lists containing this project
README
# stats-collector
[](http://badge.fury.io/js/stats-collector)
[](https://travis-ci.org/skratchdot/stats-collector)
[](https://codeclimate.com/github/skratchdot/stats-collector)
[](https://coveralls.io/github/skratchdot/stats-collector?branch=master)
[](https://david-dm.org/skratchdot/stats-collector)
[](https://david-dm.org/skratchdot/stats-collector#info=devDependencies)
[](https://npmjs.org/package/stats-collector)
[](https://www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_button_id=59LH5AHNQ8XZW)
## Description
Collect stats about numbers. This library provides a few different default
collectors, but allows you to add your own "stat collectors" by exposing an
API that lets you pass in reducer-like functions that act on numbers passed
to it.
`stats-collector` comes in 2 formats: a
[node.js library](#getting-started)
and a
[command line tool](#command-line-tool).
For examples and api documentation, continue reading below.
## Node.js Library
### Getting Started
Install the module with: `npm install stats-collector`
[View Live Demo on Tonic](https://tonicdev.com/npm/stats-collector)
#### Usage (Method 1)
```javascript
import * as lib from 'stats-collector';
const stats = new lib.NumberStats();
stats.processAll([1,2,3,4,5]);
console.log(stats.get());
```
#### Usage (Method 2)
```javascript
import NumberStats from 'stats-collector/lib/NumberStats';
const stats = new StatsCollector();
stats.process(1);
stats.process(2);
stats.process(3);
stats.processAll([4, 5]);
console.log(stats.get());
```
#### Usage (Different types of collectors)
```javascript
import * as lib from 'stats-collector';
const c1 = new lib.BaseStats(); // 0 default collectors
const c2 = new lib.BasicNumberStats(); // 5 default collectors
const c3 = new lib.NumberStats(); // 8 default collectors
const c4 = new lib.AdvancedNumberStats(); // 21 default collectors
const collectors = lib.collectors; // some collector functions
const filters = lib.filters; // some filter functions
console.log(c1.get(), c2.get(), c3.get(), c4.get(), collectors, filters);
```
### Example Output
The following table shows you the results of initializing a
stats collector, then running the following statments:
```javascript
stats.processAll([1, 2, 3, 4, 5]);
const results = stats.get();
```
|Collector Type|Results|
|--------------|-------|
|BaseStats|{}|
|BasicNumberStats|{
"count": 5,
"max": 5,
"mean": 3,
"min": 1,
"sum": 15
}|
|NumberStats|{
"count": 5,
"max": 5,
"mean": 3,
"min": 1,
"powerSumAvgRunning": 11,
"product": 120,
"standardDeviationRunning": 1.5811388300841898,
"sum": 15,
"varianceRunning": 2.5
}|
|AdvancedNumberStats|{
"amean": 3,
"count": 5,
"count_even": 2,
"count_float": 0,
"count_integer": 5,
"count_negative": 0,
"count_nonZero": 5,
"count_odd": 3,
"count_positive": 5,
"count_prime": 3,
"count_zero": 0,
"gmean": 2.605171084697352,
"hmean": 2.18978102189781,
"max": 5,
"mean": 3,
"median": 3,
"midRange": 3,
"min": 1,
"powerSumAvgRunning": 11,
"product": 120,
"range": 4,
"standardDeviationRunning": 1.5811388300841898,
"standardDeviationStable": 1.5811388300841898,
"sum": 15,
"sumOfRecipricals": 2.283333333333333,
"sumOfSquaredDeviationsStable": 10,
"varianceRunning": 2.5,
"varianceStable": 2.5
}|
### API Documentation
Read the [API Docs](http://projects.skratchdot.com/stats-collector/)
by visiting the project site here:
- [http://projects.skratchdot.com/stats-collector/](http://projects.skratchdot.com/stats-collector/)
## Command Line Tool
### Installation
The command line utility can be install via `npm install -g stats-collector`.
After doing so, you will have access to `stats-collector` from the command line.
```bash
$ stats-collector -h
Usage: stats-collector [options]
Options:
-h, --help output usage information
-v, --version output the version number
-c, --collectors [collectors] add collectors
-f, --filters [filters] add filters
-t, --type [type] type of stats [empty,basic,stats,advanced]
-p, --pipe whether or not to accept piped data from stdin
```
### Examples
#### Default behavior
Here is the default behavior when passing in 5 numbers.
```bash
$ stats-collector 1,2,3,4,5
{
"count": 5,
"max": 5,
"mean": 3,
"min": 1,
"powerSumAvgRunning": 11,
"product": 120,
"standardDeviationRunning": 1.5811388300841898,
"sum": 15,
"varianceRunning": 2.5
}
```
#### Get "advanced" stats about 10 random numbers
The example uses the `--pipe` functionality:
```bash
$ for i in {1..10}; do echo $RANDOM; done | stats-collector -t advanced --pipe
{
"amean": 15239.3,
"count": 10,
"count_even": 7,
"count_float": 0,
"count_integer": 10,
"count_negative": 0,
"count_nonZero": 10,
"count_odd": 3,
"count_positive": 10,
"count_prime": 1,
"count_zero": 0,
"gmean": 9896.019927976335,
"hmean": 5947.676087129243,
"max": 30937,
"mean": 15239.3,
"median": 26478,
"midRange": 16430.5,
"min": 1924,
"powerSumAvgRunning": 360452286.7,
"product": 9.007527812504433e+39,
"range": 29013,
"standardDeviationRunning": 11935.754978215662,
"standardDeviationStable": 11935.754978215662,
"sum": 152393,
"sumOfRecipricals": 0.0016813289515950568,
"sumOfSquaredDeviationsStable": 1282160222.1,
"varianceRunning": 142462246.89999998,
"varianceStable": 142462246.89999998
}
```
## Links
- [Source Code](https://github.com/skratchdot/stats-collector)
- [API Docs](http://projects.skratchdot.com/stats-collector/)
- [Project Page](http://projects.skratchdot.com/stats-collector/)
- [Changelog](https://github.com/skratchdot/stats-collector/blob/master/CHANGELOG.md)
- [Live example on Tonic](https://tonicdev.com/npm/stats-collector)
## See Also
- [covariance](https://www.npmjs.com/package/covariance)
- [d3-array](https://www.npmjs.com/package/d3-array)
- [diversity](https://www.npmjs.com/package/diversity)
- [ezstats](https://www.npmjs.com/package/ezstats)
- [fast-stats](https://www.npmjs.com/package/fast-stats)
- [gauss](https://www.npmjs.com/package/gauss)
- [math-statistics](https://www.npmjs.com/package/math-statistics)
- [stats-analysis](https://www.npmjs.com/package/stats-analysis)
- [stats-incremental](https://www.npmjs.com/package/stats-incremental)
- [stats-lite](https://www.npmjs.com/package/stats-lite)
- [stats-percentile](https://www.npmjs.com/package/stats-percentile)
- [statsjs](https://www.npmjs.com/package/statsjs)
- [stream-statistics](https://www.npmjs.com/package/stream-statistics)
- [summary](https://www.npmjs.com/package/summary)
- [summary-statistics](https://www.npmjs.com/package/summary-statistics)
- [very-simple-statistics](https://www.npmjs.com/package/very-simple-statistics)
## License
Copyright (c) 2015 [skratchdot](http://skratchdot.com/)
Licensed under the MIT license.