2019q2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.8838065627675236\n",
      "0.08536337835788729\n",
      "0.9119211453682082\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "archs = {\n",
    "    'armv7l': 1480452,\n",
    "    'armv6l':  142991,\n",
    "    'x86_64':   51643,\n",
    "}\n",
    "\n",
    "arch_pie = plt.pie(archs.values(), labels=archs.keys())\n",
    "print(archs['armv7l'] / sum(archs.values()))\n",
    "print(archs['armv6l'] / sum(archs.values()))\n",
    "print(archs['armv7l'] / sum([archs['armv7l'], archs['armv6l']]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.9457273864606235"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "oss = {\n",
    "    'raspbian': 1588979,\n",
    "    'debian': 54593,\n",
    "    'ubuntu': 27220,\n",
    "    'other': 9374,\n",
    "}\n",
    "\n",
    "os_pie = plt.pie(oss.values(), labels=oss.keys())\n",
    "oss['raspbian'] / sum(oss.values())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.7326085340359287"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "py_vers = {\n",
    "    '3.5': 1231797, \n",
    "    '2.7': 304622,\n",
    "    '3.7': 101492,\n",
    "    '3.6': 38573,\n",
    "    '3.4': 4740,\n",
    "    '3.8': 161,\n",
    "}\n",
    "\n",
    "py_ver_pie = plt.pie(py_vers.values(), labels=py_vers.keys())\n",
    "py_vers['3.5'] / sum(py_vers.values())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Downloads by month')"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "downloads = {\n",
    "    'April': 626382,\n",
    "    'May': 535059,\n",
    "    'June': 520109,\n",
    "}\n",
    "\n",
    "downloads_bar = plt.bar(range(len(downloads)), downloads.values(), tick_label=list(downloads.keys()), )\n",
    "plt.title('Downloads by month')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Years')"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "time_saved = {\n",
    "    'April': 8 + (10.5/12),\n",
    "    'May': 7 + (11.5/12),\n",
    "    'June': 7 + (9.5/12),\n",
    "}\n",
    "\n",
    "time_saved_bar = plt.bar(range(len(time_saved)), time_saved.values(), tick_label=list(time_saved.keys()))\n",
    "plt.title('Time saved by month')\n",
    "plt.ylabel('Years')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.6.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}