edin-m/.gitignore

## .gitignore
node_modules

## Gulpfile.js
var gulp = require('gulp');
var sourcemaps = require('gulp-sourcemaps');
var source = require('vinyl-source-stream');
var buffer = require('vinyl-buffer');
var browserify = require('browserify');
var watchify = require('watchify');
var babel = require('babelify');
var livereload = require('gulp-livereload');
var connect = require('gulp-connect');
var watch = require('gulp-watch');
var uglify = require('gulp-uglify');

gulp.task('connect', function() {
  connect.server({
    root: './build',
    port: 8080,
    livereload: true
  });
});

gulp.task('release', ['browserify'], function() {
  return gulp.src(['./index.html', './build/*']).pipe(gulp.dest('./public'));
});

gulp.task('index', function() {
  return gulp.src('./index.html').pipe(gulp.dest('./build'));
});

gulp.task('browserify', ['index'], function() {
  return browserify('./index.js', {
    debug: true
  }).transform(babel, { presets: ['es2015'] })
  .bundle().on('error', function(err) { console.error(err); this.emit('end'); })
  .pipe(source('build.js'))
  .pipe(buffer())
  // .pipe(uglify())
  .pipe(sourcemaps.init({ loadMaps: true }))
  .pipe(sourcemaps.write('./'))
  .pipe(gulp.dest('./build'))
  .pipe(livereload({ start: true }));
});

gulp.task('watch', ['connect'], function() {
  livereload.listen();
  watch(['*.js', 'index.html'], function() {
    gulp.start('browserify');
  });
});

gulp.task('default', ['watch']);

## index.html
<!DOCTYPE html>
<html>
<head>
	<meta http-equiv="X-UA-Compatible" content="IE=edge" >
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<meta charset="utf-8">
	<title>Data mining!</title>
	<link href="https://cdnjs.cloudflare.com/ajax/libs/select2/4.0.3/css/select2.min.css" rel="stylesheet" />
	<link href="https://cdnjs.cloudflare.com/ajax/libs/nvd3/1.8.3/nv.d3.min.css" rel="stylesheet" />
	<link href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css" rel="stylesheet" />
	<link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet/v0.7.7/leaflet.css" />
	<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/bootstrap-slider/7.1.0/css/bootstrap-slider.min.css" />
	<style>
	.custom-container { position: relative; }
	.custom-container-box { max-height: 100%; overflow: auto; }
	.selected-cell { background-color: #dff0d8 !important; }
	.main-map { width: 100%; height: 500px; border: 1px solid grey; }
	svg { float: left; }
	.panel-default:hover { border: 1px solid black; }
	.panel-body { padding: 5px; }
	.padding { padding: 5px 10px; }
	.table tbody tr td { padding: 2px; }
	.panel-heading { padding: 3px 6px; }
	.panel { margin-bottom: 5px; }
	</style>
</head>
<body class="">
	<script type="text/javascript" src="./build.js"></script>
</body>
</html>

## index.js
import jQuery from 'jquery';
window.jQuery = window.$ = jQuery;
import sacramentoData from './sacramentorealestatetransactions.json';
import yo from 'yo-yo';
import _ from 'lodash';
import 'nvd3';
import 'select2';
import { EventEmitter } from 'events';
import { Map } from './map';
import { LayoutElem, Base } from './layout';
import Slider from 'bootstrap-slider';
import mixin from 'mixin';

window.onload = function onWindowLoad() {
    $(".js-example-basic-single").select2();
}

class SelectOption extends EventEmitter {
    constructor(data) {
        super();
        this.data = data || [];
        this.element = this.createElem();
        $(this.element).on('select2:select', (ev) => {
            this.emit('selected-value', ev.params.data); });
    }
    createElem() {
        return yo`<select class="js-example-basic-single" style="width: 100%;">
        <option value="all-data">Svi podaci</option>
        ${this.data.map(item => {
            return yo`<option>${item}</option>`;
        })}</select>`;
    }
    setData(data) { this.data = data; this.update(); }
    update() {
        yo.update(this.element, this.createElem());
        setTimeout(() => { $(".js-example-basic-single").select2(); }, 0);
    }
}

class SliderOption extends LayoutElem(mixin(Base, EventEmitter)) {
    constructor() {
        super();
        this._elem = this._createElem();
        this.slider = new Slider(this._sliderElem, {min: 0, max: 1000, step: 5, value: [250, 500]});
        this.slider.on('slideStop', (ev) => {
            this.emit('slideStop', ev);
        });
    }
    _createElem() {
        this._sliderElem = yo`<div style="width: 100%;"></div>`;
        return yo`<div>${ this._sliderElem }</div>`;
    }
    setData([min, max]) {
        this.slider.options.min = min; this.slider.options.max = max;
        this.slider.setValue([min, max]);
    }
}

class DataTable extends EventEmitter {
    constructor(data, offset, limit) {
        super();
        this.data = data;
        this.offsetValue = offset || 0;
        this.limitValue = limit || Number.POSITIVE_INFINITY;
        this.element = this.createElem();
    }
    createElem() {
        const FILTER_OUT = ['latitude', 'longitude'];
        const keys = Object.keys(this.data.length > 0 ? this.data[0] : {}).filter(key => {
            return FILTER_OUT.indexOf(key) === -1;
        });
        return yo`<div class="custom-container" style="height: 200px;">
        <div class="custom-container-box">
        <table class="table table-striped table-hover"><thead><tr>
            ${keys.map(key => {
                return yo`<th>${key}</th>`;
            })}</tr></thead><tbody class="table-hover">
            ${this.data.slice(this.offsetValue, this.limitValue).map((item, row) => {
                return yo`<tr>${keys.map((key, column) => {
                    return yo`<td class=${this.selectCol === column ? "info" : ""}
                        key=${key} value=${item[key]}
                        onclick=${this.onclick.bind(this)}>${item[key]}</td>`;
                })}</tr>`; })}</tbody></table></div></div>`;
    }
    update() {
        if (!this.element) return;
        yo.update(this.element, this.createElem());
    }
    onclick(ev) {
        this.selectCol = $(ev.target).index();
        this.update();
        this.emit('selection-changed', $(ev.target).attr('key'));
    }
}

class ScatterPlot extends EventEmitter {
    constructor(data) {
        super();
        this.data = data;
        this.element = this.createElem();
        nv.addGraph(() => {
            this.chart = nv.models.scatterChart()
                .pointSize(function(d) { return d.z; }).useVoronoi(true)
                .showXAxis(true).showYAxis(true)
                .duration(500).margin({ left: 60, bottom: 75 });
            this.chartData = d3.select(this.element);
            this.setData(this.data);
            this.emit('ready');
            return this.chart;
        });
    }
    createElem() {
        return yo`<svg width="500" height="500" style="width: 500; height: 500;"></svg>`;
    }
    update() {
        if (!this.chart || !this.chartData) { return false; }
        this.chartData.datum(prepareScatterData(this.data));
        this.chartData.transition().call(this.chart);
        nv.utils.windowResize(this.chart.update);
    }
    setData(data) { this.data = []; this.update(); this.data = data; this.update(); }
}

class PieChart extends LayoutElem(mixin(Base, EventEmitter)) {
    constructor(data) {
        super();
        this._elem = this._createElem();
        this.data = data || [];
        nv.addGraph(() => {
            this.chart = nv.models.pieChart()
                            .x(function(d) { return d.key; })
                            .y(function(d) { return d.y; })
                            .width(500)
                            .height(200);
            this.chartData = d3.select(this._elem);
            this.setData(this.data);
            this.emit('ready');
            return this.chart;
        });
    }
    _createElem() {
        return yo`<svg style="width: 500px; height: 200px;"></svg>`;
    }
    update() {
        if (!this.chart || !this.chartData) { return false; }
        this.chartData.datum(this.data);
        this.chartData.transition().call(this.chart);
        nv.utils.windowResize(this.chart.update);
    }
    setData(data) {
        const LIMIT = 5;
        if (data.length <= LIMIT) {
            this.data = data;
        } else {
            const count = data.filter((item, index) => { return index > LIMIT; }).reduce((prev, curr) => { return prev + curr.y; }, 0);
            this.data = data.slice(0, LIMIT);
            this.data.push({ key: 'Other', y: count });
        }
        this.update();
    }
}

class Histogram {
    constructor(data, key) {
        this.data = data;
        this.element = this.createElem();
        nv.addGraph(() => {
            // this.chart = nv.models.historicalBarChart()
            this.chart = nv.models.discreteBarChart()
                .margin({ bottom: 20, left: 50 }).duration(250);
            this.chartData = d3.select(this.element);
            this.setKey(key);
            return this.chart;
        });
    }
    createElem() {
        return yo`<svg width="500" height="500" style="width: 500; height: 500;"></svg>`;
    }
    update() {
        if (!this.chartData || !this.chartData) { return false; }
        this.chartData.transition().call(this.chart);
        nv.utils.windowResize(this.chart.update);
    }
    setKey(key) {
        const histogramData = _.map(calculateHist(this.data, key), (value, key) => {
            return { x: key, y: value };
        });
        this.chartData.datum([{ key: 'key', values: histogramData }]);
        this.update();
    }
}

class TopTable extends LayoutElem(Base) {
    constructor(data, key) {
        super();
        this.data = data || {};
        this.key = key || '';
        this._elem = this._createElem();
    }
    _createElem() {
        return yo`<table class="table table-striped table-hover"><thead><tr><th>${ this.key }</th><th><i>price</i></th></tr></thead><tbody>
        ${ _.map(this.data, (value) => {
            return yo`<tr><td>${ value.key }</td><td>${ value.value }</td></tr>`;
        })}</tbody></table>`;
    }
    setData(data) {
        this.data = data;
        this.update();
    }
    setKey(key) {
        this.key = key;
        this.update();
    }
    get length() {
        return Object.keys(this.data).length;
    }
}

const NUMERIC_TYPES = ['sq__ft', 'price'];
class MainElem {
    constructor() {
        this.items = [];
        this.data = this.prepareData(sacramentoData);
        this.dataTable = new DataTable(this.data, 0, 25);
        this.scatterPlot = new ScatterPlot(this.data, {
            xAxis: 'Price',
            yAxis: 'Sq ft'
        });
        this.slider = new SliderOption();
        this.scatterPlot.on('ready', () => {
            this.scatterPlot.chart.xAxis.axisLabel('Sq ft')
                .axisLabelDistance(35).showMaxMin(true);
            this.scatterPlot.chart.yAxis.axisLabel('Price')
                .axisLabelDistance(-15).showMaxMin(true);
            this.scatterPlot.update();
        });
        this.bathsPieChart = new PieChart();
        this.bedsPieChart = new PieChart();
        this.selectedKeyPieChart = new PieChart();
        this.updatePieCharts = (filteredData) => {
            const prepareFunc = (data, filterKey) => {
                return _.orderBy(_.map(calculateHist(data, filterKey), (value, key) => {
                    return { key: key, y: value };
                }), 'y', 'desc');
            };
            this.bathsPieChart.setData(prepareFunc(filteredData, 'baths'));
            this.bedsPieChart.setData(prepareFunc(filteredData, 'beds'));
            this.selectedKeyPieChart.setData(prepareFunc(filteredData, this.selectedKey));
        };
        this.updateTopTables = (filteredData) => {
            this.topBedsSalesTable.setData(aggregatePrice(filteredData, 'beds', 5));
            this.topSqFtSalesTable.setData(aggregatePrice(filteredData, 'sq__ft', 5));
            this.topSelectedKeySalesTable.setKey(this.selectedKey);
            this.topSelectedKeySalesTable.setData(aggregatePrice(filteredData, this.selectedKey, 5));
        };
        this.histogram = new Histogram(this.data, 'street');
        this.selectedValue = new SelectOption();
        this.selectedValue.on('selected-value', (obj) => {
            var filteredData = this.data.filter(item => {
                if (obj.id === 'all-data') { return true; }
                return (item[this.selectedKey] + "") === (obj.text.trim()); });
            this.scatterPlot.setData(filteredData);
            this.map.setData(filteredData);
            this.updatePieCharts(filteredData);
            this.updateTopTables(filteredData);
        });
        this.dataTable.on('selection-changed', (key) => {
            this.selectedKey = key;
            let distinct = findDistinct(this.data, key);
            this.selectedValue.setData(distinct);
            this.histogram.setKey(key);
            this.scatterPlot.setData(this.data);
            this.map.setData(this.data);
            if (this.isNumeric(this.selectedKey)) {
                this.slider.setData([
                    this.data.map(item => { return item[this.selectedKey]; })
                        .reduce((prev, curr) => { return prev < curr ? prev : curr; }, 0),
                    this.data.map(item => { return item[this.selectedKey]; })
                        .reduce((prev, curr) => { return prev >= curr ? prev : curr; }, 0)
                ]);
            }
            this.updatePieCharts(this.data);
            this.updateTopTables(this.data);
            this.update();
        });
        this.slider.on('slideStop', ([min, max]) => {
            if (this.isNominal(this.selectedKey)) { return; }
            var filteredData = this.data.filter(item => {
                return item[this.selectedKey] >= min && item[this.selectedKey] <= max;
            });
            this.scatterPlot.setData(filteredData);
            this.map.setData(filteredData);
            this.updatePieCharts(filteredData);
            this.updateTopTables(filteredData);
        });
        this.map = window.map = new Map();
        this.topBedsSalesTable = new TopTable([], 'beds');
        this.topSqFtSalesTable = new TopTable([], 'sq__ft');
        this.topSelectedKeySalesTable = new TopTable([], this.selectedKey);
        this.updateTopTables();
        this.element = this.createElem();
    }
    isNumeric(key) {
        return NUMERIC_TYPES.indexOf(key) >= 0;
    }
    isNominal(key) {
        return !this.isNumeric(key);
    }
    createElem() {
        return yo`<div class="panel panel-default" style="width: 99%;">
            <div class="panel-heading">Minimalni primjer <i>Data mininga</i> nad SacramentoDataset podacima</div>
            <div class="panel-body" style="width: 100%;"><div class="panel panel-default">
                <div class="panel-heading">Isječak ulaznih podataka (prefilteriziranih)</div>
                <div class="panel-body">${ this.dataTable.element }</div>
                <div class="panel-footer">
                    <div>Odabirom vrijednosti varijable <b>${ this.selectedKey }</b> ispod se filtriraju vizuelizacije.</div>
                    <div style="display: ${ this.isNominal(this.selectedKey) ? 'block' : 'none' }">
                        <div>${ this.selectedValue.element }</div>
                    </div>
                    <div style="display: ${ this.isNumeric(this.selectedKey) ? 'block' : 'none' }">
                        <div>${ this.slider.element }</div>
                    </div>
                </div></div>
            <div class="panel">
            <div class="row">
                    <div class="col-lg-4 col-md-4 col-sm-4">
                        <div class="panel panel-default">
                            <div class="panel-heading">Top ${ this.topBedsSalesTable.length } beds sales</div>
                            <div class="panel-body">${ this.topBedsSalesTable.element }</div>
                        </div></div>
                    <div class="col-lg-4 col-md-4 col-sm-4">
                        <div class="panel panel-default">
                            <div class="panel-heading">Top ${ this.topSqFtSalesTable.length } sq__ft sales</div>
                            <div class="panel-body">${ this.topSqFtSalesTable.element }</div>
                        </div></div>
                    <div class="col-lg-4 col-md-4 col-sm-4">
                        <div class="panel panel-default">
                            <div class="panel-heading">Top ${ this.topSelectedKeySalesTable.length } selected sales</div>
                            <div class="panel-body">${ this.topSelectedKeySalesTable.element }</div>
                        </div></div>
            </div>
            <div class="row">
                    <div class="col-lg-4 col-md-4 col-sm-4">
                        <div class="panel panel-default">
                            <div class="panel-heading">Baths</div>
                            <div class="panel-body">${ this.bathsPieChart.element }</div>
                        </div></div>
                    <div class="col-lg-4 col-md-4 col-sm-4">
                        <div class="panel panel-default">
                            <div class="panel-heading">Beds</div>
                            <div class="panel-body">${ this.bedsPieChart.element }</div>
                        </div></div>
                    <div class="col-lg-4 col-md-4 col-sm-4">
                        <div class="panel panel-default">
                            <div class="panel-heading">${ this.selectedKey }</div>
                            <div class="panel-body">${ this.selectedKeyPieChart.element }</div>
                        </div></div>
            </div>
            <div class="row">
                    <div class="col-lg-4 col-md-4 col-sm-4">
                        <div class="panel panel-default">
                            <div class="panel-heading">Scatterplot</div>
                            <div class="panel-body">${ this.scatterPlot.element }</div>
                        </div></div>
                    <div class="col-lg-4 col-md-4 col-sm-4">
                        <div class="panel panel-default">
                            <div class="panel-heading">Map</div>
                            <div class="panel-body">${ this.map.element }</div>
                        </div></div>
                    <div class="col-lg-4 col-md-4 col-sm-4">
                        <div class="panel panel-default">
                            <div class="panel-heading">Histogram</div>
                            <div class="panel-body">${ this.histogram.element }</div>
                        </div></div></div>
            </div></div>`;
    }
    update() {
        yo.update(this.element, this.createElem());
    }
    prepareData(data) {
        // const EXCLUDE_KEYS = ['latitude', 'longitude'];
        const EXCLUDE_KEYS = [];
        return data.map((item, index) => {
            if (item.hasOwnProperty('street')) {
                const match = item['street'].match(/\d+([^\d]+)/i);
                item['street'] = match.length > 1 ? match[1].trim() : item['street'].trim();
            }
            EXCLUDE_KEYS.forEach(key => {
                if (item.hasOwnProperty(key)) {
                    delete item[key];
                }
            });
            return item;
        }).filter((item, index) => {
            return !!item.sq__ft && item.street.length > 0;
        });
    }
}

var mainElem = new MainElem();

document.body.appendChild(mainElem.element);
mainElem.map.update();

window.sacramentoData = sacramentoData;
window.data = sacramentoData;
window._ = _;

function calculateHist(origData, key) {
    if (NUMERIC_TYPES.indexOf(key) !== -1) {
        const keyData = _.map(origData, key);
        const max = _.max(keyData);
        const min = _.min(keyData);
        const bars = 20;
        const step = parseInt((max - min) / bars);
        return keyData.reduce((prev, curr) => {
            const key = "" + parseInt(curr / step);
            prev[key] = (prev[key] + 1) || 1;
            return prev; }, {});
        return res;
    } else {
        return origData.reduce((prev, curr) => {
            var value = prev.hasOwnProperty(curr[key]) ? prev[curr[key]] : 0;
            prev[curr[key]] = value + 1;
        return prev; }, {});
    }
}

function aggregatePrice(data, aggKey, limit) {
    if (!data || !aggKey) { return []; }
    var res = data.reduce((prev, curr) => {
      var key = curr[aggKey];
      if (!prev[key]) { prev[key] = { name: key, value: 0, item: curr }; }
      prev[key].value += curr['price'];
      return prev;
    }, {});
    var res2 = Object.keys(res).map(item => { return { key: item, value: res[item].value, item: res[item].item } });
    return _.orderBy(res2, 'value', 'desc').filter((item, index) => { return index < limit; });
}

function findDistinct(arr, key) {
    return arr.reduce((prev, curr) => {
        if (prev.indexOf(curr[key]) === -1) {
            prev.push(curr[key]);}
        return prev; }, []);
}

function calcSlopeIntercept(data, keyX, keyY) {
    const sumX = data.reduce((prev, curr) => { return prev + curr[keyX]; }, 0);
    const sumY = data.reduce((prev, curr) => { return prev + curr[keyY]; }, 0);
    const sumXY = data.reduce((prev, curr) => { return prev + curr[keyX] * curr[keyY]; }, 0);
    const sumXsq = data.reduce((prev, curr) => { return prev + curr[keyX] * curr[keyX]; }, 0);
    return {
        slope: (data.length * sumXY - sumX * sumY) / (data.length * sumXsq - sumX * sumX),
        intercept: (sumY * sumXsq - sumX * sumXY) / (data.length * sumXsq - sumX * sumX)
    };
}

function prepareScatterData(dataIn) {
    const line = calcSlopeIntercept(dataIn, 'sq__ft', 'price');
    var data = [{ key: 'Price', values: [], slope: line.slope, intercept: line.intercept }];
    dataIn.forEach(item => {
        data[0].values.push({ x: item.sq__ft, y: item.price, z: (item.baths * item.beds) });
    });
    return data;
}

## layout.js
import yo from 'yo-yo';

export class Base { }

var LayoutElem = Base => class extends Base {
	_createElem() {
		return yo`<div></div>`;
	}
	update() {
		yo.update(this._elem, this._createElem());
	}
	get element() {
		return this._elem;
	}
}

export { LayoutElem };

## map.js
import * as leaflet from 'leaflet';
import * as heatlayer from '@spalger/leaflet-heat'
import { LayoutElem, Base } from './layout';
import yo from 'yo-yo';

const osmUrl = 'http://{s}.tile.osm.org/{z}/{x}/{y}.png';
const osmAttrib = '&copy; <a href="http://openstreetmap.org/copyright">OpenStreetMap</a> contributors';
const osm = L.tileLayer(osmUrl, {
	maxZoom: 18,
	attribution: osmAttrib
});

window.heatlayer = heatlayer;

export class Map extends LayoutElem(Base) {
	constructor() {
		super();
		this._elem = this._createElem();
		this.markers = [];
	}
	update() {
		if (this.heatLayer) {
			this.heatLayer.redraw();
		}
		if (!this.map) {
			this._createMap();
		}
	}
	clearPoints() {
		this.heatLayer.setLatLngs([]);
	}
	setData(points) {
		if (!this.heatLayer || !points.length) return;
		const avgPrice = points.map(point => { return point.price; }).reduce((prev, curr) => { return prev + curr; }) / points.length;
		this.heatLayer.setLatLngs(points.map(point => { return [point.latitude, point.longitude, 50]; }));
	}
	_createMap() {
		this._elem.className = 'main-map';

		var map = this.map = L.map(this._elem).setView([51.505, -0.09], 13);

		this.tileLayer = L.tileLayer('http://{s}.tile.osm.org/{z}/{x}/{y}.png', {
		    attribution: '&copy; <a href="http://osm.org/copyright">OpenStreetMap</a> contributors'
		}).addTo(this.map);

		this.heatLayer = L.heatLayer([]).addTo(map);
	}
}


## package.json
{
  "name": "msc",
  "version": "1.0.0",
  "description": "",
  "main": "index.js",
  "scripts": {
    "test": "echo \"Error: no test specified\" && exit 1"
  },
  "author": "",
  "license": "ISC",
  "devDependencies": {
    "babel-preset-es2015": "^6.9.0",
    "babelify": "^7.3.0",
    "browserify": "^13.0.1",
    "cssify": "^1.0.2",
    "gulp": "^3.9.1",
    "gulp-connect": "^4.1.0",
    "gulp-livereload": "^3.8.1",
    "gulp-sourcemaps": "^1.6.0",
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## sacramentorealestatetransactions.json
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{"street":"5429 HESPER WAY","city":"CARMICHAEL","zip":95608,"state":"CA","beds":4,"baths":2,"sq__ft":1319,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":220000,"latitude":38.665104,"longitude":-121.315901},
{"street":"1178 WARMWOOD CT","city":"GALT","zip":95632,"state":"CA","beds":4,"baths":2,"sq__ft":1770,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":220000,"latitude":38.289544,"longitude":-121.284607},
{"street":"4900 ELUDE CT","city":"SACRAMENTO","zip":95842,"state":"CA","beds":4,"baths":2,"sq__ft":1627,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":223000,"latitude":38.69674,"longitude":-121.350519},
{"street":"3557 SODA WAY","city":"SACRAMENTO","zip":95834,"state":"CA","beds":0,"baths":0,"sq__ft":0,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":224000,"latitude":38.631026,"longitude":-121.501879},
{"street":"3528 SAINT GEORGE DR","city":"SACRAMENTO","zip":95821,"state":"CA","beds":3,"baths":1,"sq__ft":1040,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":224000,"latitude":38.629468,"longitude":-121.376445},
{"street":"7381 WASHBURN WAY","city":"NORTH HIGHLANDS","zip":95660,"state":"CA","beds":3,"baths":1,"sq__ft":960,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":224252,"latitude":38.70355,"longitude":-121.375103},
{"street":"2181 WINTERHAVEN CIR","city":"CAMERON PARK","zip":95682,"state":"CA","beds":3,"baths":2,"sq__ft":0,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":224500,"latitude":38.69757,"longitude":-120.995739},
{"street":"7540 HICKORY AVE","city":"ORANGEVALE","zip":95662,"state":"CA","beds":3,"baths":1,"sq__ft":1456,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":225000,"latitude":38.703056,"longitude":-121.235221},
{"street":"5024 CHAMBERLIN CIR","city":"ELK GROVE","zip":95757,"state":"CA","beds":3,"baths":2,"sq__ft":1450,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":228000,"latitude":38.389756,"longitude":-121.446246},
{"street":"2400 INVERNESS DR","city":"LINCOLN","zip":95648,"state":"CA","beds":3,"baths":2,"sq__ft":1358,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":229027,"latitude":38.897814,"longitude":-121.324691},
{"street":"5 BISHOPGATE CT","city":"SACRAMENTO","zip":95823,"state":"CA","beds":4,"baths":2,"sq__ft":1329,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":229500,"latitude":38.467936,"longitude":-121.445477},
{"street":"5601 REXLEIGH DR","city":"SACRAMENTO","zip":95823,"state":"CA","beds":4,"baths":2,"sq__ft":1715,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":230000,"latitude":38.445342,"longitude":-121.441504},
{"street":"1909 YARNELL WAY","city":"ELK GROVE","zip":95758,"state":"CA","beds":3,"baths":2,"sq__ft":1262,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":230000,"latitude":38.417382,"longitude":-121.484325},
{"street":"9169 GARLINGTON CT","city":"SACRAMENTO","zip":95829,"state":"CA","beds":4,"baths":3,"sq__ft":2280,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":232425,"latitude":38.457679,"longitude":-121.35962},
{"street":"6932 RUSKUT WAY","city":"SACRAMENTO","zip":95823,"state":"CA","beds":3,"baths":2,"sq__ft":1477,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":234000,"latitude":38.499893,"longitude":-121.45889},
{"street":"7933 DAFFODIL WAY","city":"CITRUS HEIGHTS","zip":95610,"state":"CA","beds":3,"baths":2,"sq__ft":1216,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":235000,"latitude":38.708824,"longitude":-121.256803},
{"street":"8304 RED FOX WAY","city":"ELK GROVE","zip":95758,"state":"CA","beds":4,"baths":2,"sq__ft":1685,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":235301,"latitude":38.417,"longitude":-121.397424},
{"street":"3882 YELLOWSTONE LN","city":"EL DORADO HILLS","zip":95762,"state":"CA","beds":3,"baths":2,"sq__ft":1362,"type":"Residential","sale_date":"Thu May 15 00:00:00 EDT 2008","price":235738,"latitude":38.655245,"longitude":-121.075915}
]

## style.css
body {
  background: pink;
}
	var gulp = require('gulp');
	var sourcemaps = require('gulp-sourcemaps');
	var source = require('vinyl-source-stream');
	var buffer = require('vinyl-buffer');
	var browserify = require('browserify');
	var watchify = require('watchify');
	var babel = require('babelify');
	var livereload = require('gulp-livereload');
	var connect = require('gulp-connect');
	var watch = require('gulp-watch');
	var uglify = require('gulp-uglify');

	gulp.task('connect', function() {
	connect.server({
	root: './build',
	port: 8080,
	livereload: true
	});
	});

	gulp.task('release', ['browserify'], function() {
	return gulp.src(['./index.html', './build/*']).pipe(gulp.dest('./public'));
	});

	gulp.task('index', function() {
	return gulp.src('./index.html').pipe(gulp.dest('./build'));
	});

	gulp.task('browserify', ['index'], function() {
	return browserify('./index.js', {
	debug: true
	}).transform(babel, { presets: ['es2015'] })
	.bundle().on('error', function(err) { console.error(err); this.emit('end'); })
	.pipe(source('build.js'))
	.pipe(buffer())
	// .pipe(uglify())
	.pipe(sourcemaps.init({ loadMaps: true }))
	.pipe(sourcemaps.write('./'))
	.pipe(gulp.dest('./build'))
	.pipe(livereload({ start: true }));
	});

	gulp.task('watch', ['connect'], function() {
	livereload.listen();
	watch(['*.js', 'index.html'], function() {
	gulp.start('browserify');
	});
	});

	gulp.task('default', ['watch']);
	<!DOCTYPE html>
	<html>
	<head>
	<meta http-equiv="X-UA-Compatible" content="IE=edge" >
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<meta charset="utf-8">
	<title>Data mining!</title>
	<link href="https://cdnjs.cloudflare.com/ajax/libs/select2/4.0.3/css/select2.min.css" rel="stylesheet" />
	<link href="https://cdnjs.cloudflare.com/ajax/libs/nvd3/1.8.3/nv.d3.min.css" rel="stylesheet" />
	<link href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css" rel="stylesheet" />
	<link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet/v0.7.7/leaflet.css" />
	<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/bootstrap-slider/7.1.0/css/bootstrap-slider.min.css" />
	<style>
	.custom-container { position: relative; }
	.custom-container-box { max-height: 100%; overflow: auto; }
	.selected-cell { background-color: #dff0d8 !important; }
	.main-map { width: 100%; height: 500px; border: 1px solid grey; }
	svg { float: left; }
	.panel-default:hover { border: 1px solid black; }
	.panel-body { padding: 5px; }
	.padding { padding: 5px 10px; }
	.table tbody tr td { padding: 2px; }
	.panel-heading { padding: 3px 6px; }
	.panel { margin-bottom: 5px; }
	</style>
	</head>
	<body class="">
	<script type="text/javascript" src="./build.js"></script>
	</body>
	</html>
	import jQuery from 'jquery';
	window.jQuery = window.$ = jQuery;
	import sacramentoData from './sacramentorealestatetransactions.json';
	import yo from 'yo-yo';
	import _ from 'lodash';
	import 'nvd3';
	import 'select2';
	import { EventEmitter } from 'events';
	import { Map } from './map';
	import { LayoutElem, Base } from './layout';
	import Slider from 'bootstrap-slider';
	import mixin from 'mixin';

	window.onload = function onWindowLoad() {
	$(".js-example-basic-single").select2();
	}

	class SelectOption extends EventEmitter {
	constructor(data) {
	super();
	this.data = data \|\| [];
	this.element = this.createElem();
	$(this.element).on('select2:select', (ev) => {
	this.emit('selected-value', ev.params.data); });
	}
	createElem() {
	return yo`<select class="js-example-basic-single" style="width: 100%;">
	<option value="all-data">Svi podaci</option>
	${this.data.map(item => {
	return yo`<option>${item}</option>`;
	})}</select>`;
	}
	setData(data) { this.data = data; this.update(); }
	update() {
	yo.update(this.element, this.createElem());
	setTimeout(() => { $(".js-example-basic-single").select2(); }, 0);
	}
	}

	class SliderOption extends LayoutElem(mixin(Base, EventEmitter)) {
	constructor() {
	super();
	this._elem = this._createElem();
	this.slider = new Slider(this._sliderElem, {min: 0, max: 1000, step: 5, value: [250, 500]});
	this.slider.on('slideStop', (ev) => {
	this.emit('slideStop', ev);
	});
	}
	_createElem() {
	this._sliderElem = yo`<div style="width: 100%;"></div>`;
	return yo`<div>${ this._sliderElem }</div>`;
	}
	setData([min, max]) {
	this.slider.options.min = min; this.slider.options.max = max;
	this.slider.setValue([min, max]);
	}
	}

	class DataTable extends EventEmitter {
	constructor(data, offset, limit) {
	super();
	this.data = data;
	this.offsetValue = offset \|\| 0;
	this.limitValue = limit \|\| Number.POSITIVE_INFINITY;
	this.element = this.createElem();
	}
	createElem() {
	const FILTER_OUT = ['latitude', 'longitude'];
	const keys = Object.keys(this.data.length > 0 ? this.data[0] : {}).filter(key => {
	return FILTER_OUT.indexOf(key) === -1;
	});
	return yo`<div class="custom-container" style="height: 200px;">
	<div class="custom-container-box">
	<table class="table table-striped table-hover"><thead><tr>
	${keys.map(key => {
	return yo`<th>${key}</th>`;
	})}</tr></thead><tbody class="table-hover">
	${this.data.slice(this.offsetValue, this.limitValue).map((item, row) => {
	return yo`<tr>${keys.map((key, column) => {
	return yo`<td class=${this.selectCol === column ? "info" : ""}
	key=${key} value=${item[key]}
	onclick=${this.onclick.bind(this)}>${item[key]}</td>`;
	})}</tr>`; })}</tbody></table></div></div>`;
	}
	update() {
	if (!this.element) return;
	yo.update(this.element, this.createElem());
	}
	onclick(ev) {
	this.selectCol = $(ev.target).index();
	this.update();
	this.emit('selection-changed', $(ev.target).attr('key'));
	}
	}

	class ScatterPlot extends EventEmitter {
	constructor(data) {
	super();
	this.data = data;
	this.element = this.createElem();
	nv.addGraph(() => {
	this.chart = nv.models.scatterChart()
	.pointSize(function(d) { return d.z; }).useVoronoi(true)
	.showXAxis(true).showYAxis(true)
	.duration(500).margin({ left: 60, bottom: 75 });
	this.chartData = d3.select(this.element);
	this.setData(this.data);
	this.emit('ready');
	return this.chart;
	});
	}
	createElem() {
	return yo`<svg width="500" height="500" style="width: 500; height: 500;"></svg>`;
	}
	update() {
	if (!this.chart \|\| !this.chartData) { return false; }
	this.chartData.datum(prepareScatterData(this.data));
	this.chartData.transition().call(this.chart);
	nv.utils.windowResize(this.chart.update);
	}
	setData(data) { this.data = []; this.update(); this.data = data; this.update(); }
	}

	class PieChart extends LayoutElem(mixin(Base, EventEmitter)) {
	constructor(data) {
	super();
	this._elem = this._createElem();
	this.data = data \|\| [];
	nv.addGraph(() => {
	this.chart = nv.models.pieChart()
	.x(function(d) { return d.key; })
	.y(function(d) { return d.y; })
	.width(500)
	.height(200);
	this.chartData = d3.select(this._elem);
	this.setData(this.data);
	this.emit('ready');
	return this.chart;
	});
	}
	_createElem() {
	return yo`<svg style="width: 500px; height: 200px;"></svg>`;
	}
	update() {
	if (!this.chart \|\| !this.chartData) { return false; }
	this.chartData.datum(this.data);
	this.chartData.transition().call(this.chart);
	nv.utils.windowResize(this.chart.update);
	}
	setData(data) {
	const LIMIT = 5;
	if (data.length <= LIMIT) {
	this.data = data;
	} else {
	const count = data.filter((item, index) => { return index > LIMIT; }).reduce((prev, curr) => { return prev + curr.y; }, 0);
	this.data = data.slice(0, LIMIT);
	this.data.push({ key: 'Other', y: count });
	}
	this.update();
	}
	}

	class Histogram {
	constructor(data, key) {
	this.data = data;
	this.element = this.createElem();
	nv.addGraph(() => {
	// this.chart = nv.models.historicalBarChart()
	this.chart = nv.models.discreteBarChart()
	.margin({ bottom: 20, left: 50 }).duration(250);
	this.chartData = d3.select(this.element);
	this.setKey(key);
	return this.chart;
	});
	}
	createElem() {
	return yo`<svg width="500" height="500" style="width: 500; height: 500;"></svg>`;
	}
	update() {
	if (!this.chartData \|\| !this.chartData) { return false; }
	this.chartData.transition().call(this.chart);
	nv.utils.windowResize(this.chart.update);
	}
	setKey(key) {
	const histogramData = _.map(calculateHist(this.data, key), (value, key) => {
	return { x: key, y: value };
	});
	this.chartData.datum([{ key: 'key', values: histogramData }]);
	this.update();
	}
	}

	class TopTable extends LayoutElem(Base) {
	constructor(data, key) {
	super();
	this.data = data \|\| {};
	this.key = key \|\| '';
	this._elem = this._createElem();
	}
	_createElem() {
	return yo`<table class="table table-striped table-hover"><thead><tr><th>${ this.key }</th><th><i>price</i></th></tr></thead><tbody>
	${ _.map(this.data, (value) => {
	return yo`<tr><td>${ value.key }</td><td>${ value.value }</td></tr>`;
	})}</tbody></table>`;
	}
	setData(data) {
	this.data = data;
	this.update();
	}
	setKey(key) {
	this.key = key;
	this.update();
	}
	get length() {
	return Object.keys(this.data).length;
	}
	}

	const NUMERIC_TYPES = ['sq__ft', 'price'];
	class MainElem {
	constructor() {
	this.items = [];
	this.data = this.prepareData(sacramentoData);
	this.dataTable = new DataTable(this.data, 0, 25);
	this.scatterPlot = new ScatterPlot(this.data, {
	xAxis: 'Price',
	yAxis: 'Sq ft'
	});
	this.slider = new SliderOption();
	this.scatterPlot.on('ready', () => {
	this.scatterPlot.chart.xAxis.axisLabel('Sq ft')
	.axisLabelDistance(35).showMaxMin(true);
	this.scatterPlot.chart.yAxis.axisLabel('Price')
	.axisLabelDistance(-15).showMaxMin(true);
	this.scatterPlot.update();
	});
	this.bathsPieChart = new PieChart();
	this.bedsPieChart = new PieChart();
	this.selectedKeyPieChart = new PieChart();
	this.updatePieCharts = (filteredData) => {
	const prepareFunc = (data, filterKey) => {
	return _.orderBy(_.map(calculateHist(data, filterKey), (value, key) => {
	return { key: key, y: value };
	}), 'y', 'desc');
	};
	this.bathsPieChart.setData(prepareFunc(filteredData, 'baths'));
	this.bedsPieChart.setData(prepareFunc(filteredData, 'beds'));
	this.selectedKeyPieChart.setData(prepareFunc(filteredData, this.selectedKey));
	};
	this.updateTopTables = (filteredData) => {
	this.topBedsSalesTable.setData(aggregatePrice(filteredData, 'beds', 5));
	this.topSqFtSalesTable.setData(aggregatePrice(filteredData, 'sq__ft', 5));
	this.topSelectedKeySalesTable.setKey(this.selectedKey);
	this.topSelectedKeySalesTable.setData(aggregatePrice(filteredData, this.selectedKey, 5));
	};
	this.histogram = new Histogram(this.data, 'street');
	this.selectedValue = new SelectOption();
	this.selectedValue.on('selected-value', (obj) => {
	var filteredData = this.data.filter(item => {
	if (obj.id === 'all-data') { return true; }
	return (item[this.selectedKey] + "") === (obj.text.trim()); });
	this.scatterPlot.setData(filteredData);
	this.map.setData(filteredData);
	this.updatePieCharts(filteredData);
	this.updateTopTables(filteredData);
	});
	this.dataTable.on('selection-changed', (key) => {
	this.selectedKey = key;
	let distinct = findDistinct(this.data, key);
	this.selectedValue.setData(distinct);
	this.histogram.setKey(key);
	this.scatterPlot.setData(this.data);
	this.map.setData(this.data);
	if (this.isNumeric(this.selectedKey)) {
	this.slider.setData([
	this.data.map(item => { return item[this.selectedKey]; })
	.reduce((prev, curr) => { return prev < curr ? prev : curr; }, 0),
	this.data.map(item => { return item[this.selectedKey]; })
	.reduce((prev, curr) => { return prev >= curr ? prev : curr; }, 0)
	]);
	}
	this.updatePieCharts(this.data);
	this.updateTopTables(this.data);
	this.update();
	});
	this.slider.on('slideStop', ([min, max]) => {
	if (this.isNominal(this.selectedKey)) { return; }
	var filteredData = this.data.filter(item => {
	return item[this.selectedKey] >= min && item[this.selectedKey] <= max;
	});
	this.scatterPlot.setData(filteredData);
	this.map.setData(filteredData);
	this.updatePieCharts(filteredData);
	this.updateTopTables(filteredData);
	});
	this.map = window.map = new Map();
	this.topBedsSalesTable = new TopTable([], 'beds');
	this.topSqFtSalesTable = new TopTable([], 'sq__ft');
	this.topSelectedKeySalesTable = new TopTable([], this.selectedKey);
	this.updateTopTables();
	this.element = this.createElem();
	}
	isNumeric(key) {
	return NUMERIC_TYPES.indexOf(key) >= 0;
	}
	isNominal(key) {
	return !this.isNumeric(key);
	}
	createElem() {
	return yo`<div class="panel panel-default" style="width: 99%;">
	<div class="panel-heading">Minimalni primjer <i>Data mininga</i> nad SacramentoDataset podacima</div>
	<div class="panel-body" style="width: 100%;"><div class="panel panel-default">
	<div class="panel-heading">Isječak ulaznih podataka (prefilteriziranih)</div>
	<div class="panel-body">${ this.dataTable.element }</div>
	<div class="panel-footer">
	<div>Odabirom vrijednosti varijable <b>${ this.selectedKey }</b> ispod se filtriraju vizuelizacije.</div>
	<div style="display: ${ this.isNominal(this.selectedKey) ? 'block' : 'none' }">
	<div>${ this.selectedValue.element }</div>
	</div>
	<div style="display: ${ this.isNumeric(this.selectedKey) ? 'block' : 'none' }">
	<div>${ this.slider.element }</div>
	</div>
	</div></div>
	<div class="panel">
	<div class="row">
	<div class="col-lg-4 col-md-4 col-sm-4">
	<div class="panel panel-default">
	<div class="panel-heading">Top ${ this.topBedsSalesTable.length } beds sales</div>
	<div class="panel-body">${ this.topBedsSalesTable.element }</div>
	</div></div>
	<div class="col-lg-4 col-md-4 col-sm-4">
	<div class="panel panel-default">
	<div class="panel-heading">Top ${ this.topSqFtSalesTable.length } sq__ft sales</div>
	<div class="panel-body">${ this.topSqFtSalesTable.element }</div>
	</div></div>
	<div class="col-lg-4 col-md-4 col-sm-4">
	<div class="panel panel-default">
	<div class="panel-heading">Top ${ this.topSelectedKeySalesTable.length } selected sales</div>
	<div class="panel-body">${ this.topSelectedKeySalesTable.element }</div>
	</div></div>
	</div>
	<div class="row">
	<div class="col-lg-4 col-md-4 col-sm-4">
	<div class="panel panel-default">
	<div class="panel-heading">Baths</div>
	<div class="panel-body">${ this.bathsPieChart.element }</div>
	</div></div>
	<div class="col-lg-4 col-md-4 col-sm-4">
	<div class="panel panel-default">
	<div class="panel-heading">Beds</div>
	<div class="panel-body">${ this.bedsPieChart.element }</div>
	</div></div>
	<div class="col-lg-4 col-md-4 col-sm-4">
	<div class="panel panel-default">
	<div class="panel-heading">${ this.selectedKey }</div>
	<div class="panel-body">${ this.selectedKeyPieChart.element }</div>
	</div></div>
	</div>
	<div class="row">
	<div class="col-lg-4 col-md-4 col-sm-4">
	<div class="panel panel-default">
	<div class="panel-heading">Scatterplot</div>
	<div class="panel-body">${ this.scatterPlot.element }</div>
	</div></div>
	<div class="col-lg-4 col-md-4 col-sm-4">
	<div class="panel panel-default">
	<div class="panel-heading">Map</div>
	<div class="panel-body">${ this.map.element }</div>
	</div></div>
	<div class="col-lg-4 col-md-4 col-sm-4">
	<div class="panel panel-default">
	<div class="panel-heading">Histogram</div>
	<div class="panel-body">${ this.histogram.element }</div>
	</div></div></div>
	</div></div>`;
	}
	update() {
	yo.update(this.element, this.createElem());
	}
	prepareData(data) {
	// const EXCLUDE_KEYS = ['latitude', 'longitude'];
	const EXCLUDE_KEYS = [];
	return data.map((item, index) => {
	if (item.hasOwnProperty('street')) {
	const match = item['street'].match(/\d+([^\d]+)/i);
	item['street'] = match.length > 1 ? match[1].trim() : item['street'].trim();
	}
	EXCLUDE_KEYS.forEach(key => {
	if (item.hasOwnProperty(key)) {
	delete item[key];
	}
	});
	return item;
	}).filter((item, index) => {
	return !!item.sq__ft && item.street.length > 0;
	});
	}
	}

	var mainElem = new MainElem();

	document.body.appendChild(mainElem.element);
	mainElem.map.update();

	window.sacramentoData = sacramentoData;
	window.data = sacramentoData;
	window._ = _;

	function calculateHist(origData, key) {
	if (NUMERIC_TYPES.indexOf(key) !== -1) {
	const keyData = _.map(origData, key);
	const max = _.max(keyData);
	const min = _.min(keyData);
	const bars = 20;
	const step = parseInt((max - min) / bars);
	return keyData.reduce((prev, curr) => {
	const key = "" + parseInt(curr / step);
	prev[key] = (prev[key] + 1) \|\| 1;
	return prev; }, {});
	return res;
	} else {
	return origData.reduce((prev, curr) => {
	var value = prev.hasOwnProperty(curr[key]) ? prev[curr[key]] : 0;
	prev[curr[key]] = value + 1;
	return prev; }, {});
	}
	}

	function aggregatePrice(data, aggKey, limit) {
	if (!data \|\| !aggKey) { return []; }
	var res = data.reduce((prev, curr) => {
	var key = curr[aggKey];
	if (!prev[key]) { prev[key] = { name: key, value: 0, item: curr }; }
	prev[key].value += curr['price'];
	return prev;
	}, {});
	var res2 = Object.keys(res).map(item => { return { key: item, value: res[item].value, item: res[item].item } });
	return _.orderBy(res2, 'value', 'desc').filter((item, index) => { return index < limit; });
	}

	function findDistinct(arr, key) {
	return arr.reduce((prev, curr) => {
	if (prev.indexOf(curr[key]) === -1) {
	prev.push(curr[key]);}
	return prev; }, []);
	}

	function calcSlopeIntercept(data, keyX, keyY) {
	const sumX = data.reduce((prev, curr) => { return prev + curr[keyX]; }, 0);
	const sumY = data.reduce((prev, curr) => { return prev + curr[keyY]; }, 0);
	const sumXY = data.reduce((prev, curr) => { return prev + curr[keyX] * curr[keyY]; }, 0);
	const sumXsq = data.reduce((prev, curr) => { return prev + curr[keyX] * curr[keyX]; }, 0);
	return {
	slope: (data.length * sumXY - sumX * sumY) / (data.length * sumXsq - sumX * sumX),
	intercept: (sumY * sumXsq - sumX * sumXY) / (data.length * sumXsq - sumX * sumX)
	};
	}

	function prepareScatterData(dataIn) {
	const line = calcSlopeIntercept(dataIn, 'sq__ft', 'price');
	var data = [{ key: 'Price', values: [], slope: line.slope, intercept: line.intercept }];
	dataIn.forEach(item => {
	data[0].values.push({ x: item.sq__ft, y: item.price, z: (item.baths * item.beds) });
	});
	return data;
	}
	import yo from 'yo-yo';

	export class Base { }

	var LayoutElem = Base => class extends Base {
	_createElem() {
	return yo`<div></div>`;
	}
	update() {
	yo.update(this._elem, this._createElem());
	}
	get element() {
	return this._elem;
	}
	}

	export { LayoutElem };
	import * as leaflet from 'leaflet';
	import * as heatlayer from '@spalger/leaflet-heat'
	import { LayoutElem, Base } from './layout';
	import yo from 'yo-yo';

	const osmUrl = 'http://{s}.tile.osm.org/{z}/{x}/{y}.png';
	const osmAttrib = '© <a href="http://openstreetmap.org/copyright">OpenStreetMap</a> contributors';
	const osm = L.tileLayer(osmUrl, {
	maxZoom: 18,
	attribution: osmAttrib
	});

	window.heatlayer = heatlayer;

	export class Map extends LayoutElem(Base) {
	constructor() {
	super();
	this._elem = this._createElem();
	this.markers = [];
	}
	update() {
	if (this.heatLayer) {
	this.heatLayer.redraw();
	}
	if (!this.map) {
	this._createMap();
	}
	}
	clearPoints() {
	this.heatLayer.setLatLngs([]);
	}
	setData(points) {
	if (!this.heatLayer \|\| !points.length) return;
	const avgPrice = points.map(point => { return point.price; }).reduce((prev, curr) => { return prev + curr; }) / points.length;
	this.heatLayer.setLatLngs(points.map(point => { return [point.latitude, point.longitude, 50]; }));
	}
	_createMap() {
	this._elem.className = 'main-map';

	var map = this.map = L.map(this._elem).setView([51.505, -0.09], 13);

	this.tileLayer = L.tileLayer('http://{s}.tile.osm.org/{z}/{x}/{y}.png', {
	attribution: '© <a href="http://osm.org/copyright">OpenStreetMap</a> contributors'
	}).addTo(this.map);

	this.heatLayer = L.heatLayer([]).addTo(map);
	}
	}
	{
	"name": "msc",
	"version": "1.0.0",
	"description": "",
	"main": "index.js",
	"scripts": {
	"test": "echo \"Error: no test specified\" && exit 1"
	},
	"author": "",
	"license": "ISC",
	"devDependencies": {
	"babel-preset-es2015": "^6.9.0",
	"babelify": "^7.3.0",
	"browserify": "^13.0.1",
	"cssify": "^1.0.2",
	"gulp": "^3.9.1",
	"gulp-connect": "^4.1.0",
	"gulp-livereload": "^3.8.1",
	"gulp-sourcemaps": "^1.6.0",
	"gulp-uglify": "^1.5.4",
	"gulp-watch": "^4.3.8",
	"vinyl-buffer": "^1.0.0",
	"vinyl-source-stream": "^1.1.0",
	"watchify": "^3.7.0"
	},
	"dependencies": {
	"@spalger/leaflet-heat": "^0.1.3",
	"bootstrap": "^3.3.6",
	"bootstrap-slider": "^7.1.0",
	"chart.js": "^2.1.6",
	"csjs": "^1.0.4",
	"d3": "^3.5.17",
	"jquery": "^3.0.0",
	"leaflet": "^0.7.7",
	"lodash": "^4.13.1",
	"mixin": "^0.2.0",
	"node-arff": "^1.0.0",
	"node-weka": "0.0.8",
	"nvd3": "^1.8.3",
	"select2": "^4.0.3",
	"yo-yo": "^1.2.1"
	}
	}