bitcoin.csv

bitcoin.json

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Close":109.5,"Volume":null,"MarketCap":1259000000},{"Date":"2013-06-20T05:00:00.000Z","Open":108.25,"High":114.3,"Low":107.5,"Close":110.15,"Volume":null,"MarketCap":1224210000},{"Date":"2013-06-19T05:00:00.000Z","Open":107.05,"High":110.22,"Low":105.75,"Close":108.25,"Volume":null,"MarketCap":1210260000},{"Date":"2013-06-18T05:00:00.000Z","Open":101.95,"High":111.11,"Low":101.03,"Close":107.4,"Volume":null,"MarketCap":1152250000},{"Date":"2013-06-17T05:00:00.000Z","Open":99.9,"High":102.21,"Low":99,"Close":101.7,"Volume":null,"MarketCap":1128720000},{"Date":"2013-06-16T05:00:00.000Z","Open":99.8,"High":101.6,"Low":98.95,"Close":99.51,"Volume":null,"MarketCap":1127120000},{"Date":"2013-06-15T05:00:00.000Z","Open":100,"High":103.7,"Low":98,"Close":99.99,"Volume":null,"MarketCap":1128950000},{"Date":"2013-06-14T05:00:00.000Z","Open":103.95,"High":104.7,"Low":98,"Close":99.98,"Volume":null,"MarketCap":1173060000},{"Date":"2013-06-13T05:00:00.000Z","Open":108.78,"High":110.3,"Low":100.53,"Close":104,"Volume":null,"MarketCap":1227030000},{"Date":"2013-06-12T05:00:00.000Z","Open":109,"High":111.79,"Low":106.73,"Close":108.15,"Volume":null,"MarketCap":1229000000},{"Date":"2013-06-11T05:00:00.000Z","Open":106.35,"High":109.6,"Low":104,"Close":108.9,"Volume":null,"MarketCap":1198640000},{"Date":"2013-06-10T05:00:00.000Z","Open":100.44,"High":110.1,"Low":95,"Close":106.35,"Volume":null,"MarketCap":1131570000},{"Date":"2013-06-09T05:00:00.000Z","Open":107.89,"High":108.99,"Low":88.5,"Close":100,"Volume":null,"MarketCap":1215130000},{"Date":"2013-06-08T05:00:00.000Z","Open":111,"High":111.42,"Low":107.3,"Close":108.3,"Volume":null,"MarketCap":1249630000},{"Date":"2013-06-07T05:00:00.000Z","Open":118.97,"High":119,"Low":106.42,"Close":111.5,"Volume":null,"MarketCap":1338880000},{"Date":"2013-06-06T05:00:00.000Z","Open":121.9,"High":123.1,"Low":117.25,"Close":118,"Volume":null,"MarketCap":1371300000},{"Date":"2013-06-05T05:00:00.000Z","Open":121.4,"High":123.47,"Low":119.9,"Close":121.65,"Volume":null,"MarketCap":1365110000},{"Date":"2013-06-04T05:00:00.000Z","Open":120.74,"High":123.84,"Low":119.1,"Close":121.42,"Volume":null,"MarketCap":1357020000},{"Date":"2013-06-03T05:00:00.000Z","Open":122.5,"High":122.5,"Low":116,"Close":122.22,"Volume":null,"MarketCap":1376180000},{"Date":"2013-06-02T05:00:00.000Z","Open":129.3,"High":129.4,"Low":115.05,"Close":122.29,"Volume":null,"MarketCap":1451930000},{"Date":"2013-06-01T05:00:00.000Z","Open":128.81,"High":129.78,"Low":127.2,"Close":129.3,"Volume":null,"MarketCap":1445800000},{"Date":"2013-05-31T05:00:00.000Z","Open":128.8,"High":129.9,"Low":126.4,"Close":129,"Volume":null,"MarketCap":1445050000},{"Date":"2013-05-30T05:00:00.000Z","Open":132.25,"High":132.25,"Low":127,"Close":128.8,"Volume":null,"MarketCap":1483180000},{"Date":"2013-05-29T05:00:00.000Z","Open":129,"High":132.59,"Low":127.66,"Close":132.3,"Volume":null,"MarketCap":1446190000},{"Date":"2013-05-28T05:00:00.000Z","Open":129.77,"High":130.58,"Low":125.6,"Close":129,"Volume":null,"MarketCap":1454310000},{"Date":"2013-05-27T05:00:00.000Z","Open":133.5,"High":135.47,"Low":124.7,"Close":129.75,"Volume":null,"MarketCap":1495520000},{"Date":"2013-05-26T05:00:00.000Z","Open":131.99,"High":136,"Low":130.62,"Close":133.48,"Volume":null,"MarketCap":1478030000},{"Date":"2013-05-25T05:00:00.000Z","Open":133.1,"High":133.22,"Low":128.9,"Close":131.98,"Volume":null,"MarketCap":1489950000},{"Date":"2013-05-24T05:00:00.000Z","Open":126.3,"High":133.85,"Low":125.72,"Close":133.2,"Volume":null,"MarketCap":1413300000},{"Date":"2013-05-23T05:00:00.000Z","Open":123.8,"High":126.93,"Low":123.1,"Close":126.7,"Volume":null,"MarketCap":1384780000},{"Date":"2013-05-22T05:00:00.000Z","Open":122.89,"High":124,"Low":122,"Close":123.89,"Volume":null,"MarketCap":1374130000},{"Date":"2013-05-21T05:00:00.000Z","Open":122.02,"High":123,"Low":121.21,"Close":122.88,"Volume":null,"MarketCap":1363940000},{"Date":"2013-05-20T05:00:00.000Z","Open":122.5,"High":123.62,"Low":120.12,"Close":122,"Volume":null,"MarketCap":1368910000},{"Date":"2013-05-19T05:00:00.000Z","Open":123.21,"High":124.5,"Low":119.57,"Close":121.99,"Volume":null,"MarketCap":1376370000},{"Date":"2013-05-18T05:00:00.000Z","Open":123.5,"High":125.25,"Low":122.3,"Close":123.5,"Volume":null,"MarketCap":1379140000},{"Date":"2013-05-17T05:00:00.000Z","Open":118.21,"High":125.3,"Low":116.57,"Close":123.02,"Volume":null,"MarketCap":1319590000},{"Date":"2013-05-16T05:00:00.000Z","Open":114.22,"High":118.76,"Low":112.2,"Close":118.76,"Volume":null,"MarketCap":1274620000},{"Date":"2013-05-15T05:00:00.000Z","Open":111.4,"High":115.81,"Low":103.5,"Close":114.22,"Volume":null,"MarketCap":1242760000},{"Date":"2013-05-14T05:00:00.000Z","Open":117.98,"High":119.8,"Low":110.25,"Close":111.5,"Volume":null,"MarketCap":1315720000},{"Date":"2013-05-13T05:00:00.000Z","Open":114.82,"High":118.7,"Low":114.5,"Close":117.98,"Volume":null,"MarketCap":1279980000},{"Date":"2013-05-12T05:00:00.000Z","Open":115.64,"High":117.45,"Low":113.44,"Close":115,"Volume":null,"MarketCap":1288630000},{"Date":"2013-05-11T05:00:00.000Z","Open":117.7,"High":118.68,"Low":113.01,"Close":115.24,"Volume":null,"MarketCap":1311050000},{"Date":"2013-05-10T05:00:00.000Z","Open":112.8,"High":122,"Low":111.55,"Close":117.2,"Volume":null,"MarketCap":1255970000},{"Date":"2013-05-09T05:00:00.000Z","Open":113.2,"High":113.46,"Low":109.26,"Close":112.67,"Volume":null,"MarketCap":1259980000},{"Date":"2013-05-08T05:00:00.000Z","Open":109.6,"High":115.78,"Low":109.6,"Close":113.57,"Volume":null,"MarketCap":1219450000},{"Date":"2013-05-07T05:00:00.000Z","Open":112.25,"High":113.44,"Low":97.7,"Close":111.5,"Volume":null,"MarketCap":1248470000},{"Date":"2013-05-06T05:00:00.000Z","Open":115.98,"High":124.66,"Low":106.64,"Close":112.3,"Volume":null,"MarketCap":1289470000},{"Date":"2013-05-05T05:00:00.000Z","Open":112.9,"High":118.8,"Low":107.14,"Close":115.91,"Volume":null,"MarketCap":1254760000},{"Date":"2013-05-04T05:00:00.000Z","Open":98.1,"High":115,"Low":92.5,"Close":112.5,"Volume":null,"MarketCap":1089890000},{"Date":"2013-05-03T05:00:00.000Z","Open":106.25,"High":108.13,"Low":79.1,"Close":97.75,"Volume":null,"MarketCap":1180070000},{"Date":"2013-05-02T05:00:00.000Z","Open":116.38,"High":125.6,"Low":92.28,"Close":105.21,"Volume":null,"MarketCap":1292190000},{"Date":"2013-05-01T05:00:00.000Z","Open":139,"High":139.89,"Low":107.72,"Close":116.99,"Volume":null,"MarketCap":1542820000},{"Date":"2013-04-30T05:00:00.000Z","Open":144,"High":146.93,"Low":134.05,"Close":139,"Volume":null,"MarketCap":1597780000},{"Date":"2013-04-29T05:00:00.000Z","Open":134.44,"High":147.49,"Low":134,"Close":144.54,"Volume":null,"MarketCap":1491160000},{"Date":"2013-04-28T05:00:00.000Z","Open":135.3,"High":135.98,"Low":132.1,"Close":134.21,"Volume":null,"MarketCap":1500520000}]

sortino.js

process.on('uncaughtException', function (err) {
});

var fs = require('fs');

var coin = process.argv[2] || 'bitcoin';
var prices = JSON.parse(fs.readFileSync('./coins/'+ coin + '.json', 'utf-8'));
var stats = require("stats-lite")

var data = [];
prices.forEach(function(row, i){
	var date = new Date(row.Date);
	if(date.getDate() !== 1)return ;
	
	data.unshift({
		date: date,
		price: row.Close
	});
});

function norm(x){
	return (x - 1) * 100;
}

var min = norm(1.01 ** (1/12));

var rets = [];
data.forEach(function(row,i){
	if(i === 0)return ;
	var lp = data[i - 1].price;
	var ret = norm(row.price / lp);
	if(ret < min)rets.push(ret);
	//console.log(ret);
});


var tr = data[data.length - 1].price / data[0].price;
var years = (data[data.length - 1].date - data[0].date) / (24 * 60 * 60 * 1000 * 365.25);

var apr = norm(tr ** (1 / years));
var st = stats.stdev(rets);
console.log((apr - min) / st);