emoji counting
This commit is contained in:
Jonas Weinz
parent
092c18ba16
commit
3c3befc4c7
204
Project/Tools/EmojiCounting.ipynb
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204
Project/Tools/EmojiCounting.ipynb
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"%matplotlib inline"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Count emoji occurences"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"ename": "KeyError",
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"evalue": "'Unrecognized key \"Sans Regular.family\" for group \"Sans Regular\" and name \"family\"'",
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"output_type": "error",
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"traceback": [
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"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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"\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)",
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"\u001b[0;32m~/.local/lib/python3.6/site-packages/matplotlib/__init__.py\u001b[0m in \u001b[0;36m__setitem__\u001b[0;34m(self, key, val)\u001b[0m\n\u001b[1;32m 921\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 922\u001b[0;31m \u001b[0mcval\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalidate\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 923\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mValueError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mve\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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"\u001b[0;31mKeyError\u001b[0m: 'Sans Regular.family'",
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"\nDuring handling of the above exception, another exception occurred:\n",
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"\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)",
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"\u001b[0;32m~/.local/lib/python3.6/site-packages/matplotlib/__init__.py\u001b[0m in \u001b[0;36mrc\u001b[0;34m(group, **kwargs)\u001b[0m\n\u001b[1;32m 1262\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1263\u001b[0;31m \u001b[0mrcParams\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mv\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1264\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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"\u001b[0;32m~/.local/lib/python3.6/site-packages/matplotlib/__init__.py\u001b[0m in \u001b[0;36m__setitem__\u001b[0;34m(self, key, val)\u001b[0m\n\u001b[1;32m 928\u001b[0m \u001b[0;34m'%s is not a valid rc parameter. See rcParams.keys() for a '\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 929\u001b[0;31m 'list of valid parameters.' % (key,))\n\u001b[0m\u001b[1;32m 930\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
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"\u001b[0;31mKeyError\u001b[0m: 'Sans Regular.family is not a valid rc parameter. See rcParams.keys() for a list of valid parameters.'",
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"\nDuring handling of the above exception, another exception occurred:\n",
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"\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)",
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"\u001b[0;32m<ipython-input-2-bf585cfdce8b>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mmatplotlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpyplot\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0m__future__\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0municode_literals\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m \u001b[0mmatplotlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Sans Regular'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfamily\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'Sans Regular'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 8\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mmatplotlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfont_manager\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mFontProperties\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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"\u001b[0;32m~/.local/lib/python3.6/site-packages/matplotlib/__init__.py\u001b[0m in \u001b[0;36mrc\u001b[0;34m(group, **kwargs)\u001b[0m\n\u001b[1;32m 1264\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1265\u001b[0m raise KeyError(('Unrecognized key \"%s\" for group \"%s\" and '\n\u001b[0;32m-> 1266\u001b[0;31m 'name \"%s\"') % (key, g, name))\n\u001b[0m\u001b[1;32m 1267\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1268\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
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"\u001b[0;31mKeyError\u001b[0m: 'Unrecognized key \"Sans Regular.family\" for group \"Sans Regular\" and name \"family\"'"
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]
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}
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],
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"source": [
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"import numpy as np\n",
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"import json\n",
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"import glob\n",
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"import matplotlib\n",
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"import matplotlib.pyplot as plt\n",
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"from __future__ import unicode_literals\n",
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"matplotlib.rc('font', family='Sans Regular')\n",
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"from matplotlib.font_manager import FontProperties"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"from matplotlib import font_manager as fm\n",
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"\n",
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"#fm.findfont(prop)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"json_root = \"../simple_approach/\""
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"json_files = sorted(glob.glob(json_root + \"/*.json\"))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"json_files"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"json_lists = []"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"for path in json_files:\n",
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" with open(path) as f:\n",
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" data = json.load(f)\n",
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" json_lists.append(data)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"merged_dict = {}\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"for j in json_lists:\n",
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" for emoji in j.keys():\n",
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" if emoji in merged_dict:\n",
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" merged_dict[emoji] = merged_dict[emoji] + j[emoji]\n",
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" else:\n",
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" merged_dict[emoji] = j[emoji]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"n_top = 30"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"keysort = np.argsort(list(merged_dict.values()))[-n_top:]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"plt.bar(np.array(list(merged_dict.keys()))[keysort], np.array(list(merged_dict.values()))[keysort], color='g')\n",
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"plt.savefig(\"histogram.png\", bbox_inches='tight')\n",
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"plt.show()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": []
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.6.5"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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