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import numpy as np
import matplotlib.pyplot as plt
import os, sys
from os import listdir
from os.path import isfile, join
results = {'stackexchange.com': [8.862, 2.599, 2.826, 5.737, 4.414, 4.194, 5.955, 5.319, 3.358, 5.625, 4.823, 6.818, 3.307, 5.805, 3.395, 4.078, 6.532, 6.417, 6.206, 11.642, 2.918, 33.897, 4.356, 6.879, 21.512, 11.316, 20.659, 14.317, 13.351, 4.013, 6.331, 5.203, 5.376, 3.097, 2.562, 5.447, 4.047, 4.879, 3.427, 3.029, 10.993, 6.756, 6.193, 2.42, 2.37, 3.486, 4.388, 3.229, 5.67, 2.454, 5.547, 5.838, 7.959, 3.972, 4.78, 3.41, 2.69, 6.293, 12.621, 8.549, 16.368, 6.195, 5.876, 3.841, 3.07, 6.625, 2.019, 6.302, 2.933, 3.242], 'www.adobe.com': [15.32, 12.69, 21.39, 21.892, 17.83, 21.989, 20.694, 21.287, 8.666, 16.525, 15.955, 35.529, 21.154, 27.152, 19.942, 58.192, 20.228, 15.201, 21.009, 20.892, 17.218, 66.99, 17.801, 14.405, 44.999, 33.3, 23.163, 24.678, 24.785, 22.43, 14.61, 79.41, 18.227, 14.601, 5.896, 22.44, 9.794, 19.409, 23.249, 17.295, 21.829, 7.294, 7.479, 25.106, 19.265, 17.966, 6.784, 15.846, 18.386, 9.647, 16.852, 21.361, 20.458, 21.664, 34.537, 24.321, 23.603, 22.789, 23.653, 18.278, 10.162, 16.768, 51.438, 33.457, 21.275, 19.262, 21.047, 19.792, 17.317, 20.041, 10.109, 26.942, 23.359, 20.128], '360.cn': [11.005, 23.786, 10.62, 7.484, 15.074, 12.427, 17.833, 18.921, 40.527, 80.205, 32.143, 14.941, 19.13, 29.098, 23.055, 117.1, 17.489, 23.179, 11.433, 7.007, 11.948, 20.572, 33.907, 70.121, 22.736, 39.756, 35.532, 17.552, 32.789, 30.61, 25.227, 24.415, 21.24, 9.806, 13.297, 12.242, 16.869, 35.349, 9.688, 16.264, 11.229, 23.839, 20.013, 30.217, 13.2, 11.039, 26.606, 24.275, 19.022, 18.586, 30.379, 11.416, 8.47, 26.201, 14.623, 23.851, 23.635, 6.219, 7.495, 31.374, 38.299, 17.58, 19.062, 18.436, 29.611, 9.328, 12.965, 23.34, 35.687, 21.234, 49.358, 15.411, 21.114, 16.083, 14.341, 10.999, 10.712, 10.845, 18.365], 'www.mercadolivre.com.br': [9.115, 6.668, 7.086, 8.679, 13.646, 10.075, 10.456, 8.82, 8.283, 9.367, 10.763, 9.652, 7.885, 8.867, 10.343, 9.697, 13.847, 6.177, 6.516, 8.817, 8.778, 9.291, 20.022, 18.715, 27.358, 19.576, 47.553, 6.464, 12.03, 9.388, 9.933, 13.141, 8.837, 9.571, 6.625, 8.435, 11.418, 15.22, 14.187, 3.585, 7.398, 11.643, 8.847, 6.631, 7.412, 8.886, 119.108, 7.406, 10.224, 8.273, 11.197, 11.301, 11.831, 12.103, 9.265, 7.334, 8.169, 8.284, 21.705, 29.191, 14.875, 10.472, 7.449, 7.865, 6.527, 7.742, 5.774, 9.143, 7.616, 9.514], 'yandex.ru': [13.335, 8.409, 8.997, 11.846, 12.933, 10.166, 10.121, 11.871, 30.963, 8.982, 8.94, 69.189, 10.436, 10.104, 119.854, 12.036, 13.999, 13.214, 49.684, 11.371, 19.587, 11.129, 11.553, 13.364, 9.385, 29.603, 23.985, 12.414, 11.094, 15.879, 10.989, 9.571, 12.356, 8.114, 8.494, 8.523, 10.759, 11.326, 11.866, 11.38, 8.883, 11.202, 12.81, 10.323, 12.463, 12.749, 11.448, 8.453, 10.023, 8.945, 9.327, 12.277, 10.778, 19.314, 13.433, 14.436, 10.632, 10.387, 10.417, 8.826, 9.138, 9.58, 8.257, 14.753, 16.157, 9.991, 24.205, 22.46, 10.167, 18.319, 8.385, 9.284, 9.102, 9.034], 'www.twitch.tv': [4.579, 13.815, 17.976, 15.188, 9.115, 19.019, 17.807, 15.045, 17.05, 15.26, 15.314, 15.786, 43.843, 23.577, 66.146, 15.665, 18.932, 23.927, 17.171, 19.975, 20.649, 37.697, 13.202, 10.412, 15.442, 26.502, 19.993, 38.114, 50.758, 47.33, 17.253, 42.918, 25.741, 23.248, 41.462, 13.885, 16.586, 25.315, 19.562, 16.674, 18.801, 18.329, 22.385, 20.244, 9.319, 42.439, 16.737, 18.843, 14.502, 14.344, 80.721, 19.13, 14.658, 21.921, 28.952, 16.819, 24.378, 20.513, 22.015, 8.564, 15.292, 20.383, 15.212, 19.083, 21.416, 65.553, 62.87, 17.26, 36.748, 18.069, 17.054, 24.93, 10.676, 18.333, 17.879, 19.574], 'dubai.craigslist.org': [5.899, 4.3, 3.768, 7.604, 6.06, 3.938, 5.797, 3.049, 5.659, 4.342, 5.427, 6.733, 2.767, 5.79, 3.386, 8.4, 3.246, 6.23, 6.408, 7.556, 3.731, 6.457, 5.504, 13.0, 4.038, 10.652, 9.103, 4.283, 9.568, 6.067, 2.507, 8.535, 5.504, 3.093, 2.774, 5.394, 9.426, 5.352, 3.939, 2.199, 7.239, 6.188, 12.928, 3.361, 2.891, 4.161, 3.648, 3.612, 5.836, 4.011, 6.433, 6.713, 12.897, 4.958, 5.961, 0.674, 3.506, 6.151, 6.66, 7.77, 6.981, 6.798, 4.558, 22.102, 3.987, 3.619, 3.01, 6.206, 5.57, 4.051], 'www.tmall.com': [16.842, 21.844, 20.411, 12.556, 14.692, 19.028, 20.794, 15.649, 46.875, 20.779, 22.304, 18.019, 11.151, 17.588, 16.949, 116.024, 12.566, 17.216, 20.45, 14.034, 44.758, 38.417, 37.292, 24.726, 21.209, 18.427, 13.549, 20.969, 27.222, 30.658, 28.877, 27.603, 22.688, 17.451, 18.388, 15.45, 18.784, 24.038, 24.836, 22.05, 18.798, 23.225, 16.451, 12.99, 16.187, 20.82, 8.091, 25.294, 45.173, 25.527, 24.977, 27.848, 18.666, 47.648, 18.052, 19.714, 17.579, 21.235, 13.133, 10.966, 13.282, 15.804, 23.672, 23.44, 20.323, 17.578, 18.527, 19.489, 53.616, 19.952, 22.783, 43.428, 25.589, 26.237, 22.265, 21.838, 17.667, 19.655, 16.974, 21.796, 17.255, 19.285], 'www.pixnet.net': [21.028, 25.924, 30.379, 25.622, 19.705, 27.635, 26.836, 24.979, 35.2, 23.925, 25.647, 48.719, 39.71, 87.285, 34.381, 77.729, 32.76, 20.272, 86.604, 49.667, 32.484, 31.337, 24.814, 18.561, 56.148, 30.59, 108.267, 102.075, 37.608, 26.899, 25.225, 25.04, 25.123, 38.396, 27.299, 24.191, 26.966, 28.991, 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16.014, 10.445, 10.701, 11.078, 14.733, 32.666, 13.071, 13.902, 17.483, 45.421, 14.134, 46.483, 41.541, 16.972, 92.453, 15.036, 13.687, 18.077, 12.255, 19.38, 14.769, 31.851, 20.416, 14.618, 12.71, 11.894, 17.342, 15.043, 19.216, 18.726, 10.874, 14.595, 119.98, 13.935, 19.215, 20.816, 22.704, 13.215, 12.449, 17.886, 14.979, 12.31, 10.665, 98.751, 24.031, 23.921, 29.645, 16.164, 15.734, 12.144, 12.357, 12.883, 8.519, 12.934, 103.547, 21.146, 19.905], 'www.msn.com': [6.015, 4.465, 10.207, 12.624, 10.463, 10.955, 11.068, 10.487, 5.476, 9.401, 11.712, 17.842, 11.232, 36.831, 20.087, 10.697, 46.829, 8.683, 6.39, 16.116, 15.193, 30.943, 15.897, 11.737, 5.749, 67.813, 6.912, 19.712, 15.541, 5.512, 7.127, 7.659, 9.454, 16.764, 4.878, 8.105, 4.76, 5.313, 16.526, 4.942, 6.138, 5.529, 8.938, 6.143, 7.77, 7.133, 4.594, 4.727, 9.695, 5.874, 8.649, 11.085, 11.75, 12.241, 7.196, 6.762, 6.32, 5.926, 6.083, 10.667, 4.555, 9.795, 8.802, 8.167, 13.344, 11.073, 12.409, 5.451, 5.424, 15.312, 6.322, 6.179, 10.765, 10.923], 'www.imdb.com': [17.706, 16.246, 15.331, 23.99, 12.464, 24.1, 23.283, 17.171, 20.407, 23.96, 21.393, 67.68, 23.543, 13.918, 16.086, 16.96, 33.814, 31.627, 46.109, 30.739, 25.607, 24.664, 34.62, 18.799, 16.764, 15.327, 13.568, 19.963, 23.886, 25.172, 14.217, 68.343, 22.924, 15.038, 84.861, 15.178, 44.678, 20.925, 30.968, 13.556, 74.972, 33.895, 17.666, 107.867, 16.871, 19.011, 17.441, 9.803, 17.8, 18.414, 21.189, 17.791, 18.362, 21.05, 19.714, 21.604, 18.207, 18.458, 17.96, 12.485, 29.031, 22.89, 25.777, 21.529, 18.592, 13.419, 21.576, 17.503, 23.437, 16.886, 15.984, 16.583, 18.9, 13.138, 20.954, 12.969, 15.177, 15.434, 13.155, 19.476, 13.87, 16.108, 19.195, 12.71, 16.021, 24.194, 20.677, 15.804, 13.107, 37.246, 13.483, 12.988, 17.694, 18.016, 17.667, 18.602, 21.274, 16.747, 15.176, 14.263, 15.689, 13.311, 21.094, 28.862, 15.472, 20.052, 15.419, 29.105, 17.338, 14.519, 30.031, 16.889, 18.362, 14.079, 19.674, 14.546, 20.601, 16.136, 17.121, 15.805], 'www.fandom.com': [18.939, 6.657, 18.11, 24.889, 25.096, 18.754, 18.613, 119.909, 18.051, 14.111, 18.46, 12.459, 32.481, 18.386, 48.248, 19.178, 92.202, 11.708, 12.718, 18.77, 13.928, 99.579, 13.935, 13.857, 14.277, 119.277, 78.415, 64.27, 21.833, 21.114, 9.268, 26.45, 13.423, 12.448, 13.57, 25.752, 12.853, 17.919, 20.392, 25.822, 24.956, 5.866, 15.906, 21.467, 15.542, 23.75, 5.363, 11.222, 19.046, 7.372, 18.341, 16.475, 17.987, 25.227, 47.202, 19.435, 23.831, 19.208, 15.049, 19.876, 12.557, 15.019, 19.287, 53.522, 64.91, 14.359, 38.609, 13.134, 12.455, 20.395, 11.013, 9.167, 18.86, 18.282], 'www.daum.net': [19.743, 20.481, 29.434, 22.708, 23.006, 16.337, 20.61, 19.987, 36.664, 21.384, 25.506, 18.929, 24.432, 25.983, 11.797, 16.296, 45.378, 25.148, 28.694, 36.04, 20.966, 27.356, 38.782, 23.876, 25.008, 32.497, 23.619, 20.897, 19.646, 16.876, 19.471, 29.359, 19.242, 27.517, 16.779, 23.798, 29.726, 26.263, 14.517, 21.016, 22.841, 27.326, 21.433, 27.912, 23.609, 20.92, 21.053, 29.201, 21.576, 72.048, 20.379, 38.684, 35.795, 21.607, 17.653, 23.105, 31.402, 34.71, 44.128, 16.48, 17.03, 31.149, 24.819, 17.241, 20.972, 26.923, 11.715, 30.078], 'github.com': [8.97, 3.814, 4.209, 9.091, 8.992, 6.543, 5.001, 9.162, 9.146, 8.65, 8.628, 5.088, 12.627, 32.13, 55.981, 7.505, 12.857, 18.789, 6.184, 9.0, 7.145, 10.081, 28.215, 6.989, 11.172, 5.165, 27.071, 23.026, 23.03, 8.418, 21.481, 9.251, 10.053, 6.8, 13.836, 12.848, 9.566, 15.166, 4.237, 3.551, 7.514, 8.135, 9.401, 3.904, 9.119, 17.468, 6.31, 3.419, 3.499, 4.803, 7.965, 7.513, 11.223, 4.411, 4.399, 7.372, 8.7, 8.001, 4.701, 5.368, 7.906, 3.496, 8.881, 49.597, 33.009, 8.461, 9.679, 19.804, 7.93, 5.953, 18.463, 3.814, 9.385, 6.557, 4.164], 'www.douban.com': [3.418, 14.584, 6.758, 4.968, 6.004, 8.109, 8.975, 5.829, 2.25, 8.153, 7.899, 18.474, 10.764, 11.52, 2.433, 11.692, 8.967, 0.527, 8.408, 11.077, 11.702, 13.069, 22.406, 6.378, 9.868, 16.138, 12.182, 16.362, 6.079, 9.784, 2.163, 23.679, 101.959, 6.366, 6.459, 5.466, 10.265, 9.97, 7.663, 7.255, 11.498, 7.017, 16.867, 4.845, 17.385, 15.083, 7.14, 6.726, 8.56, 0.733, 10.509, 11.95, 2.327, 3.202, 9.202, 1.277, 20.231, 8.528, 7.068, 6.388, 0.764, 13.447, 4.816, 13.204, 10.68, 10.483, 12.861, 10.253, 10.87, 2.521, 1.026, 9.093, 8.733, 7.268], 'www.rakuten.co.jp': [24.21, 31.713, 33.342, 25.55, 25.32, 33.821, 32.764, 23.911, 33.277, 20.479, 34.228, 31.27, 31.35, 118.345, 38.453, 59.606, 28.908, 22.902, 33.615, 49.649, 46.564, 42.134, 37.139, 22.989, 50.498, 43.608, 34.518, 43.086, 88.693, 109.387, 41.901, 48.86, 34.346, 27.173, 29.714, 69.302, 43.86, 32.698, 23.972, 27.339, 23.67, 25.787, 35.665, 37.171, 53.116, 24.535, 29.848, 32.737, 39.718, 34.16, 37.702, 21.304, 22.215, 31.744, 32.176, 40.167, 31.724, 21.0, 28.037, 25.236, 42.209, 52.363, 27.987, 74.38, 33.83, 46.421, 28.062, 28.809, 31.236, 29.019, 27.529, 27.664, 72.711], 'imgur.com': [23.953, 10.297, 29.985, 53.318, 42.47, 10.304, 50.266, 11.508, 10.868, 9.904, 23.665, 25.659, 99.574, 107.724, 24.908, 76.677, 19.88, 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5.823, 8.657, 7.344, 14.497, 9.351, 9.543, 7.977, 8.068, 10.421, 10.087, 6.125, 5.798, 9.64, 9.207, 7.853, 5.001, 8.078, 27.526, 14.19, 10.479, 9.115, 8.096, 10.025, 9.579, 8.319, 6.737, 4.92, 10.371, 6.865, 4.867, 9.264, 9.398, 9.212, 8.977, 8.822], 'www.cnblogs.com': [10.895, 10.362, 10.566, 13.419, 35.928, 17.466, 15.979, 10.82, 30.759, 9.605, 31.752, 16.743, 21.106, 20.927, 8.732, 9.738, 52.576, 6.895, 8.399, 111.42, 12.421, 12.127, 14.572, 15.345, 11.728, 39.531, 33.84, 24.208, 20.977, 30.261, 24.567, 6.597, 12.08, 44.839, 15.219, 20.488, 14.852, 10.251, 11.604, 20.65, 14.171, 21.935, 16.909, 13.273, 11.574, 10.673, 12.915, 13.382, 5.725, 25.817, 6.266, 6.974, 19.08, 14.728, 11.145, 11.142, 12.444, 8.563, 9.437, 15.412, 34.569, 16.109, 29.652, 11.434, 103.127, 15.039, 12.033, 15.603, 9.748, 20.349, 11.871], 'www.onlinesbi.com': [9.203, 10.701, 5.19, 9.072, 5.855, 5.507, 28.477, 9.776, 6.995, 9.243, 15.134, 27.309, 10.941, 48.213, 12.906, 37.875, 22.754, 14.838, 19.779, 11.101, 6.318, 18.51, 42.383, 44.0, 8.374, 30.108, 15.165, 21.965, 12.684, 19.014, 12.505, 14.182, 5.919, 4.336, 34.29, 5.241, 29.822, 27.758, 10.706, 15.237, 7.638, 35.97, 31.841, 63.906, 8.836, 21.755, 14.658, 9.499, 5.18, 44.384, 87.745, 6.313, 11.37, 46.42, 5.857, 5.033, 17.214, 36.878, 9.036, 36.741, 11.27, 20.131, 10.331, 41.256, 13.984, 8.987, 17.645, 6.543, 5.401]}
pltPerSite = []
for i in results:
pltPerSite.append(np.average(results[i]))
pageLoadTime = [14.58,13.69,11.77,16.23,16.79,15.55,14.49,20.61,47.06,16.21,20.5,26.17,32.93,18.57,34.9,19.43,15.42,14.79,16.54,22.04,14.16,20.89,12.36,13.18,23.37,19.2,18.28,15.94,15.41,13.25,18.76,34.7,17.24,25.57,14.62,21.4,12.64,15.71,17.27,20.4,18.21,25.88,21.18,17.22,19.7,14.87,16.52,15.11,17.36,14.14,15.03,20.86,29.25,30.26,16.61,17.85]
cost = [2.166064982,0.910384068,1.740530688,1.365457547,0.392413342,0.326203209,1.71009772,4.737221997,1.429965586,11.11507653,0.910384068,2.15010142,32.06470695,1.782011092,1.782011092,2.794117647,9.616290019,1.214332492,1.282051282,2.388818297,1.49798178,8.029204014,3.690753691,3.963790563,0.599739244,2.327365729,1.95164076,2.303403756,3.963790563,0.328808135,6.349206349,0.078794902,43.33333333,3.158195317,11.11507653,9.056284805,0.400456216,0.910384068,11.11507653,5.576513538,5.576513538,2.629174993,3.158195317,4.4428402,4.4428402,14.77002473,11.60614212,7.329089399,4.4428402,2.327365729,2.878057597,1.203421492,2.629174993,1.214332492,2.234910277,1.203421492,1.84994771,1.429965586,0.910384068,0.348027842]
fig, (ax1, ax2, ax3) = plt.subplots(1,3,figsize=(90,20))
plt.rcParams['axes.axisbelow'] = True
myarray = np.array(pltPerSite)
print (np.average(myarray))
print (min(myarray), max(myarray))
ax3.grid(zorder=0)
ax3.set_axisbelow(True)
ax3.hist(myarray, align='right',bins=range(0, 70, 1), edgecolor="k")
ax3.set_xlim(0,70)
ax3.set_ylim(0,12)
ax3.set_xlabel("Page load time (s)",fontsize=60)
ax3.set_ylabel("Frequency",fontsize=60)
ax3.set_title("Distribution of avg. page load time per web page",fontsize=60, pad=60)
ax3.tick_params(axis='both', which='major', labelsize=60, pad=20)
myarray = np.array(pageLoadTime)
print (np.average(myarray))
print (min(myarray), max(myarray))
ax2.grid(zorder=0)
ax2.set_axisbelow(True)
ax2.hist(myarray, align='right',bins=range(0, 51, 1), edgecolor="k")
ax2.set_xlim(0,50)
ax2.set_ylim(0,8)
ax2.set_xlabel("Page load time (s)",fontsize=60)
ax2.set_ylabel("Frequency",fontsize=60)
ax2.set_title("Distribution of avg. page load time per location",fontsize=60, pad=60)
ax2.tick_params(axis='both', which='major', labelsize=60, pad=20)
myarray = np.array(cost)
print (np.average(myarray))
print (min(myarray), max(myarray))
ax1.grid(zorder=0)
ax1.set_axisbelow(True)
ax1.hist(myarray, align='right',bins=range(0, 45, 1), edgecolor="k")
ax1.set_xlim(0,50)
ax1.set_ylim(0,16)
ax1.set_xlabel("Cost of one Gigabyte (USD)",fontsize=60)
ax1.set_ylabel("Frequency",fontsize=60)
ax1.set_title("Distribution of avg. cost per location",fontsize=60, pad=60)
ax1.tick_params(axis='both', which='major',zorder=3,labelsize=60, pad=20)
plt.gcf().text(0.1, 0.92, "b", fontsize=100, weight='bold')
plt.gcf().text(0.378, 0.92, "c", fontsize=100, weight='bold')
plt.gcf().text(0.65, 0.92, "d", fontsize=100, weight='bold')
plt.savefig("figures/pdfs.pdf")