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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 1, | ||
"metadata": { | ||
"collapsed": true, | ||
"deletable": true, | ||
"editable": true | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"from itertools import chain\n", | ||
"\n", | ||
"from bqplot import OrdinalColorScale, Figure, Graph\n", | ||
"from ipywidgets import Layout" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 2, | ||
"metadata": { | ||
"collapsed": true, | ||
"deletable": true, | ||
"editable": true | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"# mobile patent suits - http://bl.ocks.org/mbostock/1153292\n", | ||
"suits = [\n", | ||
" {'source': 'Microsoft', 'target': 'Amazon', 'type': 'licensing'},\n", | ||
" {'source': 'Microsoft', 'target': 'HTC', 'type': 'licensing'},\n", | ||
" {'source': 'Samsung', 'target': 'Apple', 'type': 'suit'},\n", | ||
" {'source': 'Motorola', 'target': 'Apple', 'type': 'suit'},\n", | ||
" {'source': 'Nokia', 'target': 'Apple', 'type': 'resolved'},\n", | ||
" {'source': 'HTC', 'target': 'Apple', 'type': 'suit'},\n", | ||
" {'source': 'Kodak', 'target': 'Apple', 'type': 'suit'},\n", | ||
" {'source': 'Microsoft', 'target': 'Barnes & Noble', 'type': 'suit'},\n", | ||
" {'source': 'Microsoft', 'target': 'Foxconn', 'type': 'suit'},\n", | ||
" {'source': 'Oracle', 'target': 'Google', 'type': 'suit'},\n", | ||
" {'source': 'Apple', 'target': 'HTC', 'type': 'suit'},\n", | ||
" {'source': 'Microsoft', 'target': 'Inventec', 'type': 'suit'},\n", | ||
" {'source': 'Samsung', 'target': 'Kodak', 'type': 'resolved'},\n", | ||
" {'source': 'LG', 'target': 'Kodak', 'type': 'resolved'},\n", | ||
" {'source': 'RIM', 'target': 'Kodak', 'type': 'suit'},\n", | ||
" {'source': 'Sony', 'target': 'LG', 'type': 'suit'},\n", | ||
" {'source': 'Kodak', 'target': 'LG', 'type': 'resolved'},\n", | ||
" {'source': 'Apple', 'target': 'Nokia', 'type': 'resolved'},\n", | ||
" {'source': 'Qualcomm', 'target': 'Nokia', 'type': 'resolved'},\n", | ||
" {'source': 'Apple', 'target': 'Motorola', 'type': 'suit'},\n", | ||
" {'source': 'Microsoft', 'target': 'Motorola', 'type': 'suit'},\n", | ||
" {'source': 'Motorola', 'target': 'Microsoft', 'type': 'suit'},\n", | ||
" {'source': 'Huawei', 'target': 'ZTE', 'type': 'suit'},\n", | ||
" {'source': 'Ericsson', 'target': 'ZTE', 'type': 'suit'},\n", | ||
" {'source': 'Kodak', 'target': 'Samsung', 'type': 'resolved'},\n", | ||
" {'source': 'Apple', 'target': 'Samsung', 'type': 'suit'},\n", | ||
" {'source': 'Kodak', 'target': 'RIM', 'type': 'suit'},\n", | ||
" {'source': 'Nokia', 'target': 'Qualcomm', 'type': 'suit'},\n", | ||
"]" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 3, | ||
"metadata": { | ||
"collapsed": false, | ||
"deletable": true, | ||
"editable": true | ||
}, | ||
"outputs": [ | ||
{ | ||
"data": { | ||
"application/vnd.jupyter.widget-view+json": { | ||
"model_id": "85c4a75d06c44bbfade097a0786e0a35" | ||
} | ||
}, | ||
"metadata": {}, | ||
"output_type": "display_data" | ||
} | ||
], | ||
"source": [ | ||
"# transform data into nodes and links\n", | ||
"nodes = list(set(chain(*((suit['source'], suit['target']) for suit in suits))))\n", | ||
"\n", | ||
"# set custom node attrs\n", | ||
"node_data = [{'label': node, 'shape_attrs': {'r': 6}, 'label_display': 'outside'} for node in nodes]\n", | ||
"# for links, source and target should be indices into the nodes list\n", | ||
"nodes_index_map = {node: i for i, node in enumerate(nodes)}\n", | ||
"link_data = [{'source': nodes_index_map[s['source']], \n", | ||
" 'target': nodes_index_map[s['target']], \n", | ||
" 'value': s['type']} for s in suits]\n", | ||
"\n", | ||
"# encode suit type with link color\n", | ||
"link_color_scale = OrdinalColorScale(domain=['licensing', 'suit', 'resolved'], \n", | ||
" colors=['limegreen', 'dodgerblue', 'orangered'])\n", | ||
"graph = Graph(node_data=node_data, link_data=link_data, link_type='arc', \n", | ||
" scales={'link_color': link_color_scale}, colors=['gray'], \n", | ||
" directed=True, link_distance=100, charge=-600)\n", | ||
"Figure(marks=[graph], layout=Layout(height='900px', width='1000px'), title='Mobile Patent Suits')" | ||
] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": "Python [conda root]", | ||
"language": "python", | ||
"name": "conda-root-py" | ||
}, | ||
"language_info": { | ||
"codemirror_mode": { | ||
"name": "ipython", | ||
"version": 3 | ||
}, | ||
"file_extension": ".py", | ||
"mimetype": "text/x-python", | ||
"name": "python", | ||
"nbconvert_exporter": "python", | ||
"pygments_lexer": "ipython3", | ||
"version": "3.5.2" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 2 | ||
} |