{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from lxml import etree\n", "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Data from:\n", "https://archive.org/details/stackexchange" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "update_from_web = False" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "def get_rank(s):\n", " # Read dataset\n", " root = etree.parse('Users-%s.xml'%s)\n", " Reputation = []\n", " for x in root.getiterator(tag='row'):\n", " Reputation.append(float(x.get('Reputation')))\n", " # Frequency Analysis by Ranking of Data\n", " # Sort in descending order\n", " a = np.array(Reputation)\n", " a.sort()\n", " a = a[::-1]\n", " # Rank\n", " rank = np.arange(1,len(a)+1)\n", " return rank, a\n", "\n", "def plot(rank, rep, site):\n", " fig, ax = plt.subplots()\n", " fig.set_size_inches(8, 8)\n", " ax.set_xscale('log')\n", " ax.set_yscale('log')\n", " ax.set_xlabel('log rank')\n", " ax.set_ylabel('log reputation')\n", " ax.plot(rank, rep, '-.b')\n", " ax.title.set_text('Reputation distribution on %s'%site)\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "scrolled": false }, "outputs": [ { "data": { "image/png": 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3CzCnYXkORe1eUk1tvHHVEUiDq5lm/NOAf87MRQAR8Zxy3e4zOO8VwE5ljf9W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\nqjqKenA0viRJPc7R+JIkaVI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eeo/vmb3UR+64A3baqeoUUnWmema/Vh0HOK7m4RrAnoDzZCW1jYVempp6FtXZ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\nUo+z2EuSWuqBB+CGG6pO0d8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g42Wyl4r17LOw5ppFRyH1jnYM0DseeANwe0ppK+BtwLVjPaCk7meil7pLI8l+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\nqFQqTdtfWwboRcR04OKU0g7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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sites = ['superuser.com','askubuntu.com','math.stackexchange.com', 'serverfault.com']\n", "for site in sites:\n", " rank, rep = get_rank(site)\n", " plot(rank, rep, site)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.10" } }, "nbformat": 4, "nbformat_minor": 0 }