Created
September 4, 2020 08:21
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import networkx as nx" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def net_distance(G1, G2):\n", | |
" d = 0\n", | |
" for n in G1.nodes:\n", | |
" neighbors1 = set(G1.neighbors(n))\n", | |
" neighbors2 = set(G2.neighbors(n))\n", | |
" d += len(neighbors1 - neighbors2) + len(neighbors2 - neighbors1)\n", | |
" return d" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"G1 = nx.read_edgelist(\"1/data1.txt\", delimiter = \"\\t\", nodetype = int)\n", | |
"G2 = nx.read_edgelist(\"1/data2.txt\", delimiter = \"\\t\", nodetype = int)\n", | |
"G3 = nx.read_edgelist(\"1/data3.txt\", delimiter = \"\\t\", nodetype = int)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"G1-G2 difference: 1434\n", | |
"G1-G3 difference: 1414\n", | |
"G2-G3 difference: 1444\n" | |
] | |
} | |
], | |
"source": [ | |
"print(\"G1-G2 difference: %s\" % net_distance(G1, G2))\n", | |
"print(\"G1-G3 difference: %s\" % net_distance(G1, G3))\n", | |
"print(\"G2-G3 difference: %s\" % net_distance(G2, G3))" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.7.6" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 4 | |
} |
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