wgong/Learn-D3

## Learn-D3
{
 "metadata": {
  "name": "learn-D3"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "heading",
     "level": 1,
     "metadata": {},
     "source": [
      "My learning path along D3"
     ]
    },
    {
     "cell_type": "raw",
     "metadata": {},
     "source": [
      "Start to learn D3, a very cool js lib. below are what I follow"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from IPython.display import HTML"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 3
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "D3 creator - Mike Bostock's blog"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "HTML('<iframe src=http://bost.ocks.org/mike/ width=1000 height=500></iframe>') "
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<iframe src=http://bost.ocks.org/mike/ width=1000 height=500></iframe>"
       ],
       "output_type": "pyout",
       "prompt_number": 14,
       "text": [
        "<IPython.core.display.HTML at 0x4499cd0>"
       ]
      }
     ],
     "prompt_number": 14
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "A D3 Tutorial"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "by [Scott Murray](http://alignedleft.com/)"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "HTML('<iframe src=http://alignedleft.com/tutorials/d3/ width=1000 height=500></iframe>') "
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<iframe src=http://alignedleft.com/tutorials/d3/ width=1000 height=500></iframe>"
       ],
       "output_type": "pyout",
       "prompt_number": 4,
       "text": [
        "<IPython.core.display.HTML at 0x4500670>"
       ]
      }
     ],
     "prompt_number": 4
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "Interact with D3 in FireBug"
     ]
    },
    {
     "cell_type": "raw",
     "metadata": {},
     "source": [
      "This tutorial is very hands-on, covers how to use FireBug console to interact with D3"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "HTML('<iframe src=http://www.ultrasaurus.com/sarahblog/2012/03/d3-js-experiments-in-the-console/ width=1000 height=500></iframe>')"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<iframe src=http://www.ultrasaurus.com/sarahblog/2012/03/d3-js-experiments-in-the-console/ width=1000 height=500></iframe>"
       ],
       "output_type": "pyout",
       "prompt_number": 10,
       "text": [
        "<IPython.core.display.HTML at 0x4499bd0>"
       ]
      }
     ],
     "prompt_number": 10
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "create a file called 'd3-console.html' with the following content, open it in Firefox"
     ]
    },
    {
     "cell_type": "raw",
     "metadata": {},
     "source": [
      "<html>\n",
      "  <head>\n",
      "    <title>d3 experiment</title>\n",
      "    <script type=\"text/javascript\"\n",
      "            src=\"https://raw.github.com/mbostock/d3/master/d3.v2.min.js\">\n",
      "    </script>\n",
      "    <style type=\"text/css\">\n",
      "      .box {\n",
      "        background-color: skyblue;\n",
      "        width: 24px;\n",
      "        height: 18px;\n",
      "        padding: 4px;\n",
      "        margin: 1px;\n",
      "      }\n",
      "    </style>\n",
      "  </head>\n",
      "  <body>\n",
      "  Hello D3, I want to learn about you!\n",
      "  </body>\n",
      "</html>"
     ]
    },
    {
     "cell_type": "raw",
     "metadata": {},
     "source": [
      "Open Firebug console, enter the following command"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "<pre> \n",
      "d3\n",
      "body=d3.select('body')\n",
      "body.append('h1').text('What is D3?')\n",
      "box=body.append('div').attr('class','box')\n",
      "box.text('foo')\n",
      "box2=body.append('div').attr('class','box')\n",
      "box2.text('bar')\n",
      "box3=body.append('div').attr('class','box')\n",
      "box3.text('yahoo')\n",
      "\n",
      "d3.selectAll('.box')\n",
      "my_data = ['red','blue','yellow']\n",
      "d3.selectAll('.box').data(my_data).text(function(d) {return d + ':' + d.length})\n",
      "\n",
      "</pre>"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "#ls"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 12
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from IPython.display import Image\n",
      "Image(filename='d3-console.jpg')"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
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/APCR/wBlaFDF9m0dJtM+zWgXyrs/aNzw7RxL8sGSvzfLH6LQmBk+OLbUb2+1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\n2Q==\n",
       "output_type": "pyout",
       "prompt_number": 13,
       "text": [
        "<IPython.core.display.Image at 0x4499c90>"
       ]
      }
     ],
     "prompt_number": 13
    },
    {
     "cell_type": "raw",
     "metadata": {},
     "source": [
      "Above is the screenshot of our d3 console session."
     ]
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "Humble Software Development"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "[Humble](https://github.com/HumbleSoftware/) has many interesting examples and developments"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "HTML('<iframe src=http://www.humblesoftware.com/ width=1000 height=500></iframe>') "
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<iframe src=http://www.humblesoftware.com/ width=1000 height=500></iframe>"
       ],
       "output_type": "pyout",
       "prompt_number": 7,
       "text": [
        "<IPython.core.display.HTML at 0x4499b30>"
       ]
      }
     ],
     "prompt_number": 7
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 13
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 14
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}