Trend Lines (Angular)

The TrendLine class extends the regular Series class to provide a calculated series based on the data and parameters you select.

To add trend lines to a FlexChart, follow these steps:

  1. Create one or more TrendLine objects,
  2. Configure the TrendLine objects as you would a regular series, setting their binding, chartType, and style properties for example, and
  3. Set the TrendLine's fitType and order properties to determine the type of trend line you want to create.
  4. Set the TrendLine's minX & maxX property to extend trendline beyond data range by setting custom minX and maxX values

Learn about FlexChart | TrendLine Documentation | FlexChart API Reference

This example uses Angular.

import 'bootstrap.css'; import '@mescius/wijmo.styles/wijmo.css'; import './styles.css'; // import '@angular/compiler'; import { Component, Inject, enableProdMode, ViewChild, ɵresolveComponentResources, AfterViewInit } from '@angular/core'; import { BrowserModule, bootstrapApplication } from '@angular/platform-browser'; import { WjInputModule } from '@mescius/wijmo.angular2.input'; import { WjChartModule } from '@mescius/wijmo.angular2.chart'; import { WjChartAnalyticsModule } from '@mescius/wijmo.angular2.chart.analytics'; import { DataService } from './app.data'; import * as wjInput from '@mescius/wijmo.input'; import * as wjChart from '@mescius/wijmo.chart'; import * as wjChartAnalytics from '@mescius/wijmo.chart.analytics'; // @Component({ standalone: true, providers: [DataService], imports: [WjInputModule, WjChartModule, WjChartAnalyticsModule, BrowserModule], selector: 'app-component', templateUrl: 'src/app.component.html', }) export class AppComponent implements AfterViewInit { data: any[]; cbData: string[]; order: number; eqEle: HTMLDivElement; trendlineMinX: number; trendlineMaxX: number; @ViewChild('orderIpt', { static: true }) orderIpt: wjInput.InputNumber; @ViewChild('trendline', { static: true }) trendLine: wjChartAnalytics.TrendLine; @ViewChild('flexChart', { static: true }) theChart: wjChart.FlexChart; // constructor(@Inject(DataService) private dataService: DataService) { this.data = dataService.getData(); this.cbData = dataService.getComboData(); this.order = 2; this.trendlineMinX = 0; this.trendlineMaxX = 0; } ngAfterViewInit() { this.updateTrendLineRange(); } updateTrendLineRange() { if (!this.theChart) return; let data: any[] = this.theChart.itemsSource; let xValues: number[] = data.map((item) => item.x); let minX: number = Math.min(...xValues); let maxX: number = Math.max(...xValues); let range: number = maxX - minX; this.trendlineMinX = minX - range * 0.1; // 10% of range below minX this.trendlineMaxX = maxX + range * 0.3; // 30% of range above maxX } // showEquation() { if (!this.eqEle) { this.eqEle = <HTMLDivElement>document.getElementById('equation'); } this.eqEle.innerHTML = ''; setTimeout(() => (this.eqEle.innerHTML = this.trendLine.getEquation()), 100); } // randomData() { this.data = this.dataService.getData(); this.updateTrendLineRange(); this.showEquation(); } // valueChanged(s: wjInput.InputNumber) { if (s.value >= s.min && s.value <= s.max) { this.order = s.value; this.updateTrendLineRange(); this.showEquation(); } } // textChanged(s: wjInput.ComboBox) { let trendLine = this.trendLine; if (!trendLine) { return; } trendLine.name = s.text; if (s.text) { // show trendline trendLine.fitType = <any>s.text; trendLine.visibility = wjChart.SeriesVisibility.Visible; } else { // hide trendline trendLine.visibility = wjChart.SeriesVisibility.Hidden; } switch ( s.text // enable/disable order input ) { case 'Polynomial': case 'Fourier': this.orderIpt.isDisabled = false; break; default: this.orderIpt.isDisabled = true; break; } this.updateTrendLineRange(); this.showEquation(); } } // // enableProdMode(); // Resolve resources (templateUrl, styleUrls etc), After resolution all URLs have been converted into `template` strings. ɵresolveComponentResources(fetch).then(() => { // Bootstrap application bootstrapApplication(AppComponent).catch((err) => console.error(err)); });
<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <title>MESCIUS Wijmo FlexChart Trendlines</title> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <!-- Polyfills --> <script src="node_modules/core-js/client/shim.min.js"></script> <script src="node_modules/zone.js/fesm2015/zone.min.js"></script> <!-- SystemJS --> <script src="https://cdnjs.cloudflare.com/ajax/libs/systemjs/0.21.5/system.src.js" integrity="sha512-skZbMyvYdNoZfLmiGn5ii6KmklM82rYX2uWctBhzaXPxJgiv4XBwJnFGr5k8s+6tE1pcR1nuTKghozJHyzMcoA==" crossorigin="anonymous"></script> <script src="systemjs.config.js"></script> <script> // workaround to load 'rxjs/operators' from the rxjs bundle System.import('rxjs').then(function (m) { System.set(SystemJS.resolveSync('rxjs/operators'), System.newModule(m.operators)); System.import('./src/app.component'); }); </script> </head> <body> <app-component></app-component> </body> </html>
<div class="container-fluid"> <div class="form-group"> <label for="fitType">Trendline Type: </label> <wj-combo-box #cb [isRequired]="false" placeholder="None" [itemsSource]="cbData" (textChanged)="textChanged(cb)"></wj-combo-box><br /> <label for="order">Order: </label> <wj-input-number #orderIpt [step]="1" [min]="1" [max]="6" [value]="2" (valueChanged)="valueChanged(orderIpt)"></wj-input-number><br /> <label for="equation">Equation: </label> <div id="equation" class="equation"></div><br> <label for="btnRandomize">Randomize Data</label> <button id="btnRandomize" class="btn btn-default" (click)="randomData()"> Go </button> <wj-flex-chart #flexChart [itemsSource]="data" chartType="Scatter" bindingX="x"> <wj-flex-chart-axis wjProperty="axisY" [axisLine]="true"></wj-flex-chart-axis> <wj-flex-chart-series name="Raw Data" binding="y"></wj-flex-chart-series> <wj-flex-chart-trend-line #trendline binding="y" [minX]="trendlineMinX" [maxX]="trendlineMaxX" [order]="order" [style]="{stroke:'darkred',strokeWidth:3}" visibility="Hidden"></wj-flex-chart-trend-line> </wj-flex-chart> </div> </div>
import { Injectable } from '@angular/core'; // @Injectable() export class DataService { getData() { let arr = [], cnt = 50, a = Math.random(), b = Math.random(); // for (let i = 1; i < cnt; i++) { arr.push({ x: i, y: a + i * b + i * Math.random() }); } // return arr; } // getComboData() { return 'Linear,Exponential,Logarithmic,Power,Fourier,Polynomial,MinX,MinY,MaxX,MaxY,AverageX,AverageY'.split(','); } }
.wj-flexchart { height: 250px; margin: 10px 0; } .wj-control { margin-bottom: 3px; } label { width: 120px; text-align: right; } .equation { display: inline-block; font-style: italic; font-size: 80%; } .wj-combobox, .wj-inputnumber { width: 120px; margin-right: 12px; } body { margin-bottom: 24pt; }
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