D3ng is a web-based framework for interactive visual analysis of complex data-sets. It is build on top of Angular2 and D3.js.
You can combine multiple individual visualizations to allow users interactive exploration of the relations within data. Users can select data-points in one chart (brushing) and observe the same selection in other representations (linking).
D3ng comes with a number of predefined charts, different ways to combine charts, and allows you to define your own charts.
Have a look at our example visualizations build with d3ng here.
Some features of this READ.me work better in d3ng's github page.
Install the d3ng component library from npm:
npm install --save d3ng
Import the D3ngComponentsModule to your modules (e.g. app.module.ts):
import { BrowserModule } from '@angular/platform-browser';
import { NgModule } from '@angular/core';
import { D3ngComponentsModule } from 'd3ng';
@NgModule({
imports: [
BrowserModule,
D3ngComponentsModule,
...
],
...
})
...D3ng uses angular material and you should add a material theme to your styles.css:
@import '~@angular/material/prebuilt-themes/deeppurple-amber.css';Refer to Angular material docs to learn about other and your own custom themes. This step is optional, only some components use material.
Use your first d3ng component. For example:
import {Component, Injectable} from '@angular/core';
import {Http, Response} from "@angular/http";
import 'rxjs/Rx';
import * as d3 from "d3";
@Component({
selector: 'app-root',
template: `
<d3ng-scatter-plot [data]="data"
[dimensions]="dimensions">
</d3ng-scatter-plot>`,
styles: ['d3ng-scatter-plot { width: 400px; height: 300px; }']
})
@Injectable()
export class AppComponent {
data: any[] = null;
dimensions = ['sepal length', 'sepal width', 'petal length', 'petal width'];
constructor(http: Http) {
http.get("http://mbostock.github.io/d3/talk/20111116/iris.csv")
.map((res: Response) => res)
.subscribe(res => {
this.data = d3.csv.parse(res.text()).map(d => {
// convert data, since d3 creates strings and not numbers
const result = {};
this.dimensions.forEach(dim => result[dim] = parseFloat(d[dim]));
return result;
});
});
}
}Add brushing and linking with the use if selection groups:
<d3ng-groups [context]="context">
<d3ng-scatter-plot [data]="data"
x="sepal length" y="sepal width"
[dimensions]="dimensions">
</d3ng-scatter-plot>
</d3ng-groups>
<d3ng-groups [context]="context">
<d3ng-scatter-plot [data]="data"
x="petal length" y="petal width"
[dimensions]="dimensions">
</d3ng-scatter-plot>
</d3ng-groups>Don't forget to declare the group context:
context = new D3ngGroupContext();You can also look at or fork our example and skeleton project to get a working sandbox.
There is a generated API documentation of the d3ng component library here.
D3ng contains components for various types of charts. Refer to our running example app for a list and source code snippets.
All charts define an input property called data. It accepts arrays at values, where each item represents a data point. Data-points are objects. We refer to their keys as dimensions. Many charts have a string[]property dimensions to declare those data-point keys that refer to representable data.
Data-points can have a label key that is used to render titles. The label key can be customized by redefining labelKey or getLabel.
To write new chart components, you have to inherit from D3ngChart and implements the draw, clear and drawSelection methods respectively. Thereby, you define how your chart is drawn, removed (before redrawn), and how the current selection is drawn onto the chart.
The simplest concrete chart component that you can use as a blue print is d3ng-list:
import {Component, OnChanges, ViewChild} from "@angular/core";
import * as d3 from "d3";
import {D3ngChart, D3ngSelection} from "./d3ng-chart";
@Component({
selector: 'd3ng-list',
template: `
<div #chart></div>`,
styles: []
})
export class D3ngListComponent extends D3ngChart implements OnChanges {
@ViewChild('chart') chart;
private d3Chart = null;
protected drawSelection(selection: D3ngSelection): void {
if (this.d3Chart) {
this.d3Chart.style("color", dataPoint => selection.selectionColor(dataPoint));
}
}
protected clear() {
// d3 is used to update the existing chart
}
protected draw() {
const self = this;
this.d3Chart = d3.select(this.chart.nativeElement)
.selectAll("p")
.data(this.data)
.enter().append("p")
.text(d => "# " + self.getLabel(d))
.on("click", d => {
self.setDirectSelection([ d ]);
});
}
}D3ng implements brushing and linking via selections and selection groups. Users can select data in one chart (brushing) and their selection is displayed in other related charts as well (linking).
There are several ways to combine charts via selection groups. Refer to the respective part in our demo app for examples and code snippits here.
Imagine, you organised your complex multi modal, multi variant data as a complex json data structure.
The D3ngSource directive allows to use a source tree of different types of data-points and uses patterns to select data from sources. The directive defines the source property that takes an array of tree-nodes. Each node needs to define a type and can define label and children keys.
Type needs to be a string, and children an array of child nodes.
Each node can define more keys to keep the actual data variables. All nodes of the same type, need to define the same data keys.
Patterns of types can be used to select data from trees. Here is a simple example that selects all class typed nodes from a tree of packages and `classes, based on the given json data:
<d3ng-scatter-plot [source]="source" pattern="package/type"
[dimensions]="['WMC', 'RFC', 'LOC']">
</d3ng-scatter-plot>
source = [{
type = "package",
label = "example-project",
children = [{
type = "class",
label = "HelloWorld",
WMC = 5,
LOC = 15,
RFC = 3
}, ...]
},...]Is very much appreciated. Feel free to add bug reports and feature requests. If you have bug fixes, new charts, etc. pull requests welcome. Also, if you like d3ng, please share and spread the word!
- node.js
- npm
- angular-cli
- git
Clone (or fork and clone) the master branch:
git clone https://github.com/markus1978/d3ng.git
cd d3ng
Get all dependencies via npm:
npm update
Scrape the OWID example data from the OWID webpage (kinda optional):
npm run gen:owid
Generated HTML for syntax highlighted source-code snippets in demo app (kinda optional):
npm run gen:highlights
Start the for dev server that hosts the example and demo app:
npm run start
Navigate to http://localhost:4200/. The app will automatically reload if you change any of the source files.
- See documentation on writing chart components.
- Add you chart component to the d3ng components module (
libandlib/d3ng-components.module.ts). - Add a demo component to the demo module (
app/demosandapp/demos/d3ng-demos.module.ts). - Add a routing link to the demos navigation in
app/demos/d3ng-demos.component.ts. Add routing information todemosRoutinginapp/demos/d3ng-demos.module.ts.
Run ng build:app to build the example and demo app. The build artifacts will be stored in the dist/app directory.
Run ng build:lib to build the component library as a npm package in dist/lib.
There are more scipts, have a look at package.json.
There are no tests yet :-(.
Run ng test to execute the unit tests via Karma.
There are no tests yet :-(.
Run ng e2e to execute the end-to-end tests via Protractor.
Before running the tests make sure you are serving the app via ng serve.
Copyright (c) 2017 Markus Scheidgen