{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "%matplotlib inline"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "\n# Graph plot Example\n\nHere shows how to draw a graph\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "import numpy as np\nimport milkviz as mv"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## First let's create some random data\n\n\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "nodes = [\"Apple\", \"Banana\", \"Grape\", \"Pineapple\", \"Orange\"]\n\nedges = [(\"Apple\", \"Banana\"), (\"Banana\", \"Grape\"),\n         (\"Grape\", \"Pineapple\"), (\"Banana\", \"Pineapple\"),\n         (\"Banana\", \"Orange\"), (\"Grape\", \"Orange\")]\n\nnp.random.seed(0)\nnodes_size = np.random.randint(0, 100, 5).tolist()\nedges_width = np.random.randint(0, 100, 6).tolist()\nnodes_color = np.random.randint(0, 100, 5).tolist()\nedges_color = np.random.randint(0, 100, 6).tolist()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Create the graph\n\n\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "mv.graph(edges, nodes,\n         nodes_size=nodes_size,\n         edges_width=edges_width,\n         nodes_color=nodes_color,\n         edges_color=edges_color,\n         node_cbar_kw={\"title\": \"Node Color\"},\n         edge_cbar_kw={\"title\": \"Edge\\nColor\"}\n         )"
      ]
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
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      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.8.6"
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  "nbformat": 4,
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