data_analysis.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import re\n",
    "import math"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'C:\\\\Users\\\\15714\\\\Documents\\\\GMU\\\\Classes\\\\senior\\\\CDS-490'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pwd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\IPython\\core\\interactiveshell.py:3063: DtypeWarning: Columns (240,275,311,312,313,314,315,316,317,318,319,320,321,322,323,324,325,328,329) have mixed types.Specify dtype option on import or set low_memory=False.\n",
      "  interactivity=interactivity, compiler=compiler, result=result)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\IPython\\core\\interactiveshell.py:3063: DtypeWarning: Columns (123,155,156,157,158,159,160,161,162,163,164,165,166,167,168,171,172,173) have mixed types.Specify dtype option on import or set low_memory=False.\n",
      "  interactivity=interactivity, compiler=compiler, result=result)\n"
     ]
    }
   ],
   "source": [
    "df_false = pd.read_csv('C:/Users/15714/Documents/GMU/Classes/senior/CDS-490/data/false_tweets.csv')\n",
    "df_real = pd.read_csv('C:/Users/15714/Documents/GMU/Classes/senior/CDS-490/data/real_tweets.csv')\n",
    "df_real = df_real.sample(n = 5339)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_real['real'] = 1\n",
    "df_false['real'] = 0\n",
    "df = pd.concat([df_real,df_false])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "331"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(df_false.columns)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Unnamed: 0', 'created_at', 'id', 'id_str', 'text', 'truncated',\n",
       "       'source', 'in_reply_to_status_id', 'in_reply_to_status_id_str',\n",
       "       'in_reply_to_user_id',\n",
       "       ...\n",
       "       'retweeted_status.place.country_code', 'retweeted_status.place.country',\n",
       "       'retweeted_status.place.contained_within',\n",
       "       'retweeted_status.place.bounding_box.type',\n",
       "       'retweeted_status.place.bounding_box.coordinates',\n",
       "       'retweeted_status.quoted_status.entities.media',\n",
       "       'retweeted_status.quoted_status.extended_entities.media',\n",
       "       'scopes.followers', 'retweeted_status.quoted_status.quoted_status_id',\n",
       "       'retweeted_status.quoted_status.quoted_status_id_str'],\n",
       "      dtype='object', length=332)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.drop('Unnamed: 0',axis=1,inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# remove columns with many NaN values\n",
    "\n",
    "for i in df.columns:\n",
    "    if df[i].isnull().sum() >= 4000:\n",
    "        df.drop(i,axis=1,inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
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       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>created_at</th>\n",
       "      <th>id</th>\n",
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       "      <th>truncated</th>\n",
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       "      <th>retweet_count</th>\n",
       "      <th>favorite_count</th>\n",
       "      <th>...</th>\n",
       "      <th>user.profile_use_background_image</th>\n",
       "      <th>user.has_extended_profile</th>\n",
       "      <th>user.default_profile</th>\n",
       "      <th>user.default_profile_image</th>\n",
       "      <th>user.following</th>\n",
       "      <th>user.follow_request_sent</th>\n",
       "      <th>user.notifications</th>\n",
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       "      <td>975</td>\n",
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       "      <td>2816</td>\n",
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       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>none</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/16303106...</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>32974</td>\n",
       "      <td>Tue Jun 09 16:05:34 +0000 2020</td>\n",
       "      <td>1270386563596324865</td>\n",
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       "      <td>Topic for Compounding Pharmacy: Achieving Qual...</td>\n",
       "      <td>True</td>\n",
       "      <td>&lt;a href=\"https://www.later.com\" rel=\"nofollow\"...</td>\n",
       "      <td>False</td>\n",
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       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>39011</td>\n",
       "      <td>Mon Jun 29 05:34:27 +0000 2020</td>\n",
       "      <td>1277475495081377792</td>\n",
       "      <td>1277475495081377792</td>\n",
       "      <td>COVID-19 Contact Tracing Apps In Bahrain, Kuwa...</td>\n",
       "      <td>False</td>\n",
       "      <td>&lt;a href=\"https://ifttt.com\" rel=\"nofollow\"&gt;IFT...</td>\n",
       "      <td>False</td>\n",
       "      <td>0</td>\n",
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       "      <td>none</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/12445167...</td>\n",
       "      <td>1</td>\n",
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       "      <th>3</th>\n",
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       "      <td>Wed Jul 01 20:01:58 +0000 2020</td>\n",
       "      <td>1278418589037391873</td>\n",
       "      <td>1278418589037391873</td>\n",
       "      <td>@scalzi Since the disease is most prevalent an...</td>\n",
       "      <td>True</td>\n",
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       "      <td>none</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/94114729...</td>\n",
       "      <td>1</td>\n",
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       "      <th>4</th>\n",
       "      <td>59729</td>\n",
       "      <td>Mon May 04 19:30:14 +0000 2020</td>\n",
       "      <td>1257392110027898880</td>\n",
       "      <td>1257392110027898880</td>\n",
       "      <td>Reopening Guidance for Cleaning and Disinfecti...</td>\n",
       "      <td>True</td>\n",
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       "      <td>https://pbs.twimg.com/profile_banners/27185376...</td>\n",
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       "      <th>10673</th>\n",
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       "      <td>1256947333180334080</td>\n",
       "      <td>1256947333180334080</td>\n",
       "      <td>RT @vmoning: oh my god Namjoon... please no......</td>\n",
       "      <td>False</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/iphone\" r...</td>\n",
       "      <td>False</td>\n",
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       "      <td>False</td>\n",
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       "      <td>https://pbs.twimg.com/profile_banners/78225173...</td>\n",
       "      <td>0</td>\n",
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       "      <th>10674</th>\n",
       "      <td>5335</td>\n",
       "      <td>Sat Jun 27 23:49:25 +0000 2020</td>\n",
       "      <td>1277026280484098048</td>\n",
       "      <td>1277026280484098048</td>\n",
       "      <td>@joywood49789830 @KaytuhlynPeters @ch1efke1th ...</td>\n",
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       "      <td>1269676954590089216</td>\n",
       "      <td>1269676954590089216</td>\n",
       "      <td>@Fred45017943 @CellierGomez @JRossotti @Yokori...</td>\n",
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       "      <td>5337</td>\n",
       "      <td>Sat May 02 21:04:17 +0000 2020</td>\n",
       "      <td>1256690999549669376</td>\n",
       "      <td>1256690999549669376</td>\n",
       "      <td>@realDonaldTrump\\n“We’ve tested more than ever...</td>\n",
       "      <td>True</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/#!/download/ipad\" ...</td>\n",
       "      <td>False</td>\n",
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       "      <td>False</td>\n",
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       "    <tr>\n",
       "      <th>10677</th>\n",
       "      <td>5338</td>\n",
       "      <td>Wed May 06 02:05:39 +0000 2020</td>\n",
       "      <td>1257854004530462720</td>\n",
       "      <td>1257854004530462720</td>\n",
       "      <td>@chillykreuz @Det9651 @ogflorida9 @TheRightMel...</td>\n",
       "      <td>True</td>\n",
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       "      <td>False</td>\n",
       "      <td>2</td>\n",
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       "      <td>...</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>10678 rows × 57 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       index                      created_at                   id  \\\n",
       "0        975  Wed Apr 15 02:14:14 +0000 2020  1250246021629849602   \n",
       "1      32974  Tue Jun 09 16:05:34 +0000 2020  1270386563596324865   \n",
       "2      39011  Mon Jun 29 05:34:27 +0000 2020  1277475495081377792   \n",
       "3      33918  Wed Jul 01 20:01:58 +0000 2020  1278418589037391873   \n",
       "4      59729  Mon May 04 19:30:14 +0000 2020  1257392110027898880   \n",
       "...      ...                             ...                  ...   \n",
       "10673   5334  Sun May 03 14:02:51 +0000 2020  1256947333180334080   \n",
       "10674   5335  Sat Jun 27 23:49:25 +0000 2020  1277026280484098048   \n",
       "10675   5336  Sun Jun 07 17:05:50 +0000 2020  1269676954590089216   \n",
       "10676   5337  Sat May 02 21:04:17 +0000 2020  1256690999549669376   \n",
       "10677   5338  Wed May 06 02:05:39 +0000 2020  1257854004530462720   \n",
       "\n",
       "                    id_str                                               text  \\\n",
       "0      1250246021629849602  Tonight on the Late Show I've got @DrLaPook an...   \n",
       "1      1270386563596324865  Topic for Compounding Pharmacy: Achieving Qual...   \n",
       "2      1277475495081377792  COVID-19 Contact Tracing Apps In Bahrain, Kuwa...   \n",
       "3      1278418589037391873  @scalzi Since the disease is most prevalent an...   \n",
       "4      1257392110027898880  Reopening Guidance for Cleaning and Disinfecti...   \n",
       "...                    ...                                                ...   \n",
       "10673  1256947333180334080  RT @vmoning: oh my god Namjoon... please no......   \n",
       "10674  1277026280484098048  @joywood49789830 @KaytuhlynPeters @ch1efke1th ...   \n",
       "10675  1269676954590089216  @Fred45017943 @CellierGomez @JRossotti @Yokori...   \n",
       "10676  1256690999549669376  @realDonaldTrump\\n“We’ve tested more than ever...   \n",
       "10677  1257854004530462720  @chillykreuz @Det9651 @ogflorida9 @TheRightMel...   \n",
       "\n",
       "       truncated                                             source  \\\n",
       "0           True  <a href=\"https://mobile.twitter.com\" rel=\"nofo...   \n",
       "1           True  <a href=\"https://www.later.com\" rel=\"nofollow\"...   \n",
       "2          False  <a href=\"https://ifttt.com\" rel=\"nofollow\">IFT...   \n",
       "3           True  <a href=\"https://mobile.twitter.com\" rel=\"nofo...   \n",
       "4           True  <a href=\"https://buffer.com\" rel=\"nofollow\">Bu...   \n",
       "...          ...                                                ...   \n",
       "10673      False  <a href=\"http://twitter.com/download/iphone\" r...   \n",
       "10674       True  <a href=\"https://mobile.twitter.com\" rel=\"nofo...   \n",
       "10675       True  <a href=\"http://twitter.com/download/iphone\" r...   \n",
       "10676       True  <a href=\"http://twitter.com/#!/download/ipad\" ...   \n",
       "10677       True  <a href=\"http://twitter.com/download/iphone\" r...   \n",
       "\n",
       "       is_quote_status  retweet_count  favorite_count  ...  \\\n",
       "0                False            178            2816  ...   \n",
       "1                False              0               0  ...   \n",
       "2                False              0               0  ...   \n",
       "3                False              0               1  ...   \n",
       "4                False              0               0  ...   \n",
       "...                ...            ...             ...  ...   \n",
       "10673            False           2060               0  ...   \n",
       "10674            False              0               0  ...   \n",
       "10675            False              0               0  ...   \n",
       "10676            False              0               0  ...   \n",
       "10677            False              2               4  ...   \n",
       "\n",
       "       user.profile_use_background_image  user.has_extended_profile  \\\n",
       "0                                   True                      False   \n",
       "1                                   True                      False   \n",
       "2                                   True                      False   \n",
       "3                                   True                       True   \n",
       "4                                   True                       True   \n",
       "...                                  ...                        ...   \n",
       "10673                              False                       True   \n",
       "10674                               True                      False   \n",
       "10675                               True                       True   \n",
       "10676                               True                      False   \n",
       "10677                               True                       True   \n",
       "\n",
       "      user.default_profile user.default_profile_image user.following  \\\n",
       "0                    False                      False          False   \n",
       "1                     True                      False          False   \n",
       "2                     True                      False          False   \n",
       "3                     True                      False          False   \n",
       "4                    False                      False          False   \n",
       "...                    ...                        ...            ...   \n",
       "10673                False                      False          False   \n",
       "10674                 True                      False          False   \n",
       "10675                 True                      False          False   \n",
       "10676                 True                      False          False   \n",
       "10677                 True                      False          False   \n",
       "\n",
       "      user.follow_request_sent user.notifications user.translator_type  \\\n",
       "0                        False              False                 none   \n",
       "1                        False              False                 none   \n",
       "2                        False              False                 none   \n",
       "3                        False              False                 none   \n",
       "4                        False              False                 none   \n",
       "...                        ...                ...                  ...   \n",
       "10673                    False              False                 none   \n",
       "10674                    False              False                 none   \n",
       "10675                    False              False                 none   \n",
       "10676                    False              False                 none   \n",
       "10677                    False              False                 none   \n",
       "\n",
       "                                 user.profile_banner_url  real  \n",
       "0      https://pbs.twimg.com/profile_banners/16303106...     1  \n",
       "1      https://pbs.twimg.com/profile_banners/11980824...     1  \n",
       "2      https://pbs.twimg.com/profile_banners/12445167...     1  \n",
       "3      https://pbs.twimg.com/profile_banners/94114729...     1  \n",
       "4      https://pbs.twimg.com/profile_banners/27185376...     1  \n",
       "...                                                  ...   ...  \n",
       "10673  https://pbs.twimg.com/profile_banners/78225173...     0  \n",
       "10674                                                NaN     0  \n",
       "10675  https://pbs.twimg.com/profile_banners/11988126...     0  \n",
       "10676  https://pbs.twimg.com/profile_banners/82594929...     0  \n",
       "10677  https://pbs.twimg.com/profile_banners/40225345...     0  \n",
       "\n",
       "[10678 rows x 57 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.reset_index(inplace=True)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['index', 'created_at', 'id', 'id_str', 'text', 'truncated', 'source',\n",
       "       'is_quote_status', 'retweet_count', 'favorite_count', 'favorited',\n",
       "       'retweeted', 'possibly_sensitive', 'lang', 'entities.hashtags',\n",
       "       'entities.symbols', 'entities.user_mentions', 'entities.urls',\n",
       "       'user.id', 'user.id_str', 'user.name', 'user.screen_name',\n",
       "       'user.location', 'user.description', 'user.entities.description.urls',\n",
       "       'user.protected', 'user.followers_count', 'user.friends_count',\n",
       "       'user.listed_count', 'user.created_at', 'user.favourites_count',\n",
       "       'user.geo_enabled', 'user.verified', 'user.statuses_count',\n",
       "       'user.contributors_enabled', 'user.is_translator',\n",
       "       'user.is_translation_enabled', 'user.profile_background_color',\n",
       "       'user.profile_background_image_url',\n",
       "       'user.profile_background_image_url_https',\n",
       "       'user.profile_background_tile', 'user.profile_image_url',\n",
       "       'user.profile_image_url_https', 'user.profile_link_color',\n",
       "       'user.profile_sidebar_border_color', 'user.profile_sidebar_fill_color',\n",
       "       'user.profile_text_color', 'user.profile_use_background_image',\n",
       "       'user.has_extended_profile', 'user.default_profile',\n",
       "       'user.default_profile_image', 'user.following',\n",
       "       'user.follow_request_sent', 'user.notifications',\n",
       "       'user.translator_type', 'user.profile_banner_url', 'real'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_clean = df.drop(['index','lang','entities.symbols', 'entities.user_mentions', 'entities.urls','entities.hashtags','user.following',\n",
    "         'user.entities.description.urls','retweeted','favorited','id','id_str','source',\n",
    "         'truncated','user.contributors_enabled','user.is_translator',\n",
    "       'user.is_translation_enabled','user.profile_background_color','user.verified',\n",
    "       'user.profile_background_tile', 'user.profile_image_url',\n",
    "       'user.profile_image_url_https','user.profile_link_color', 'user.profile_sidebar_border_color',\n",
    "       'user.profile_sidebar_fill_color', 'user.profile_text_color',\n",
    "       'user.profile_use_background_image', 'user.has_extended_profile',\n",
    "       'user.default_profile', 'user.default_profile_image','user.follow_request_sent', 'user.notifications',\n",
    "       'user.translator_type'],axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['index', 'created_at', 'text', 'is_quote_status', 'retweet_count',\n",
       "       'favorite_count', 'possibly_sensitive', 'user.id', 'user.id_str',\n",
       "       'user.name', 'user.screen_name', 'user.location', 'user.description',\n",
       "       'user.protected', 'user.followers_count', 'user.friends_count',\n",
       "       'user.listed_count', 'user.created_at', 'user.favourites_count',\n",
       "       'user.geo_enabled', 'user.statuses_count',\n",
       "       'user.profile_background_image_url',\n",
       "       'user.profile_background_image_url_https', 'user.profile_banner_url',\n",
       "       'real'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_clean.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "index                                         0\n",
       "created_at                                    0\n",
       "text                                          0\n",
       "is_quote_status                               0\n",
       "retweet_count                                 0\n",
       "favorite_count                                0\n",
       "possibly_sensitive                         2301\n",
       "user.id                                       0\n",
       "user.id_str                                   0\n",
       "user.name                                     0\n",
       "user.screen_name                              0\n",
       "user.location                              3061\n",
       "user.description                           1421\n",
       "user.protected                                0\n",
       "user.followers_count                          0\n",
       "user.friends_count                            0\n",
       "user.listed_count                             0\n",
       "user.created_at                               0\n",
       "user.favourites_count                         0\n",
       "user.geo_enabled                              0\n",
       "user.statuses_count                           0\n",
       "user.profile_background_image_url          3152\n",
       "user.profile_background_image_url_https    3152\n",
       "user.profile_banner_url                    2175\n",
       "real                                          0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_clean.isnull().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# convert boolean to int\n",
    "df_clean['is_quote_status'] = df_clean['is_quote_status'].astype(int)\n",
    "df_clean['possibly_sensitive'] = df_clean['possibly_sensitive'].fillna(False).astype(int)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0        Tonight on the Late Show I've got @DrLaPook an...\n",
       "1        Topic for Compounding Pharmacy: Achieving Qual...\n",
       "2        COVID-19 Contact Tracing Apps In Bahrain, Kuwa...\n",
       "3        @scalzi Since the disease is most prevalent an...\n",
       "4        Reopening Guidance for Cleaning and Disinfecti...\n",
       "                               ...                        \n",
       "10673    RT @vmoning: oh my god Namjoon... please no......\n",
       "10674    @joywood49789830 @KaytuhlynPeters @ch1efke1th ...\n",
       "10675    @Fred45017943 @CellierGomez @JRossotti @Yokori...\n",
       "10676    @realDonaldTrump\\n“We’ve tested more than ever...\n",
       "10677    @chillykreuz @Det9651 @ogflorida9 @TheRightMel...\n",
       "Name: text, Length: 10678, dtype: object"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_clean['text']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "# find a hashtag and create a new column\n",
    "df_clean['hashtags'] = df_clean.text.str.findall(r'#\\w+')\n",
    "# find a user mentioned and create a new column\n",
    "df_clean['user'] = df_clean.text.str.findall(r'@\\w*')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# how many hashtags are in a tweet?\n",
    "df_clean['hash_count'] = df_clean['hashtags'].str.len()\n",
    "df_clean['mentions_count'] = df_clean['user'].str.len()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>created_at</th>\n",
       "      <th>text</th>\n",
       "      <th>is_quote_status</th>\n",
       "      <th>retweet_count</th>\n",
       "      <th>favorite_count</th>\n",
       "      <th>possibly_sensitive</th>\n",
       "      <th>user.id</th>\n",
       "      <th>user.id_str</th>\n",
       "      <th>user.name</th>\n",
       "      <th>...</th>\n",
       "      <th>user.geo_enabled</th>\n",
       "      <th>user.statuses_count</th>\n",
       "      <th>user.profile_background_image_url</th>\n",
       "      <th>user.profile_background_image_url_https</th>\n",
       "      <th>user.profile_banner_url</th>\n",
       "      <th>real</th>\n",
       "      <th>hashtags</th>\n",
       "      <th>user</th>\n",
       "      <th>hash_count</th>\n",
       "      <th>mentions_count</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>975</td>\n",
       "      <td>Wed Apr 15 02:14:14 +0000 2020</td>\n",
       "      <td>Tonight on the Late Show I've got @DrLaPook an...</td>\n",
       "      <td>0</td>\n",
       "      <td>178</td>\n",
       "      <td>2816</td>\n",
       "      <td>0</td>\n",
       "      <td>16303106</td>\n",
       "      <td>16303106</td>\n",
       "      <td>Stephen Colbert</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>6536</td>\n",
       "      <td>http://abs.twimg.com/images/themes/theme1/bg.png</td>\n",
       "      <td>https://abs.twimg.com/images/themes/theme1/bg.png</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/16303106...</td>\n",
       "      <td>1</td>\n",
       "      <td>[]</td>\n",
       "      <td>[@DrLaPook]</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>32974</td>\n",
       "      <td>Tue Jun 09 16:05:34 +0000 2020</td>\n",
       "      <td>Topic for Compounding Pharmacy: Achieving Qual...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1198082484069494784</td>\n",
       "      <td>1198082484069494784</td>\n",
       "      <td>PharmaSalon</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>97</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/11980824...</td>\n",
       "      <td>1</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>39011</td>\n",
       "      <td>Mon Jun 29 05:34:27 +0000 2020</td>\n",
       "      <td>COVID-19 Contact Tracing Apps In Bahrain, Kuwa...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1244516732280156160</td>\n",
       "      <td>1244516732280156160</td>\n",
       "      <td>Droid Titans</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>355</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/12445167...</td>\n",
       "      <td>1</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>33918</td>\n",
       "      <td>Wed Jul 01 20:01:58 +0000 2020</td>\n",
       "      <td>@scalzi Since the disease is most prevalent an...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>941147291024363520</td>\n",
       "      <td>941147291024363520</td>\n",
       "      <td>Bearly Anyone</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>8335</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/94114729...</td>\n",
       "      <td>1</td>\n",
       "      <td>[]</td>\n",
       "      <td>[@scalzi]</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>59729</td>\n",
       "      <td>Mon May 04 19:30:14 +0000 2020</td>\n",
       "      <td>Reopening Guidance for Cleaning and Disinfecti...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>271853768</td>\n",
       "      <td>271853768</td>\n",
       "      <td>SCS Safety &amp; Health</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>1717</td>\n",
       "      <td>http://abs.twimg.com/images/themes/theme16/bg.gif</td>\n",
       "      <td>https://abs.twimg.com/images/themes/theme16/bg...</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/27185376...</td>\n",
       "      <td>1</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   index                      created_at  \\\n",
       "0    975  Wed Apr 15 02:14:14 +0000 2020   \n",
       "1  32974  Tue Jun 09 16:05:34 +0000 2020   \n",
       "2  39011  Mon Jun 29 05:34:27 +0000 2020   \n",
       "3  33918  Wed Jul 01 20:01:58 +0000 2020   \n",
       "4  59729  Mon May 04 19:30:14 +0000 2020   \n",
       "\n",
       "                                                text  is_quote_status  \\\n",
       "0  Tonight on the Late Show I've got @DrLaPook an...                0   \n",
       "1  Topic for Compounding Pharmacy: Achieving Qual...                0   \n",
       "2  COVID-19 Contact Tracing Apps In Bahrain, Kuwa...                0   \n",
       "3  @scalzi Since the disease is most prevalent an...                0   \n",
       "4  Reopening Guidance for Cleaning and Disinfecti...                0   \n",
       "\n",
       "   retweet_count  favorite_count  possibly_sensitive              user.id  \\\n",
       "0            178            2816                   0             16303106   \n",
       "1              0               0                   0  1198082484069494784   \n",
       "2              0               0                   0  1244516732280156160   \n",
       "3              0               1                   0   941147291024363520   \n",
       "4              0               0                   0            271853768   \n",
       "\n",
       "           user.id_str            user.name  ... user.geo_enabled  \\\n",
       "0             16303106      Stephen Colbert  ...            False   \n",
       "1  1198082484069494784          PharmaSalon  ...            False   \n",
       "2  1244516732280156160         Droid Titans  ...            False   \n",
       "3   941147291024363520        Bearly Anyone  ...            False   \n",
       "4            271853768  SCS Safety & Health  ...            False   \n",
       "\n",
       "  user.statuses_count                  user.profile_background_image_url  \\\n",
       "0                6536   http://abs.twimg.com/images/themes/theme1/bg.png   \n",
       "1                  97                                                NaN   \n",
       "2                 355                                                NaN   \n",
       "3                8335                                                NaN   \n",
       "4                1717  http://abs.twimg.com/images/themes/theme16/bg.gif   \n",
       "\n",
       "             user.profile_background_image_url_https  \\\n",
       "0  https://abs.twimg.com/images/themes/theme1/bg.png   \n",
       "1                                                NaN   \n",
       "2                                                NaN   \n",
       "3                                                NaN   \n",
       "4  https://abs.twimg.com/images/themes/theme16/bg...   \n",
       "\n",
       "                             user.profile_banner_url  real  hashtags  \\\n",
       "0  https://pbs.twimg.com/profile_banners/16303106...     1        []   \n",
       "1  https://pbs.twimg.com/profile_banners/11980824...     1        []   \n",
       "2  https://pbs.twimg.com/profile_banners/12445167...     1        []   \n",
       "3  https://pbs.twimg.com/profile_banners/94114729...     1        []   \n",
       "4  https://pbs.twimg.com/profile_banners/27185376...     1        []   \n",
       "\n",
       "          user  hash_count  mentions_count  \n",
       "0  [@DrLaPook]           0               1  \n",
       "1           []           0               0  \n",
       "2           []           0               0  \n",
       "3    [@scalzi]           0               1  \n",
       "4           []           0               0  \n",
       "\n",
       "[5 rows x 29 columns]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_clean.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='hash_count', ylabel='count'>"
      ]
     },
     "execution_count": 23,
     "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": [
    "# hash_count distribution\n",
    "sns.countplot(x='hash_count',hue='real',data=df_clean)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='mentions_count', ylabel='count'>"
      ]
     },
     "execution_count": 24,
     "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": [
    "sns.countplot(x='mentions_count',hue='real',data=df_clean)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='user.location', ylabel='count'>"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128128 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26032 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28511 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30476 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20304 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28193 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24066 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2360 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2367 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2342 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2381 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2368 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2346 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2375 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2335 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2349 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2366 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2352 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2340 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21516 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12506 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12531 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12373 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12435 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12418 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65398 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65427 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65437 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65415 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65391 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38609 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39135 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22434 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12372 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12417 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12394 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12356 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127472 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127484 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127758 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26481 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20140 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37117 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127465 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127466 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12288 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23487 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21306 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127822 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 53468 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 50672 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 51032 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 49552 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 47785 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128506 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127482 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127480 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127760 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31070 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25144 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22823 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23398 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 32076 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28168 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21942 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30740 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31350 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25152 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 1746 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127470 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127475 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 10024 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 9439 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 9431 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 92432 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127476 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127474 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127464 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127462 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127481 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127469 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127468 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20013 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21326 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20154 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27665 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20849 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21644 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22269 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127757 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2357 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2359 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2350 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2404 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128683 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 19979 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21271 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27810 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 50836 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 46300 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 47548 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128071 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127988 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38480 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30028 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38498 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 29983 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12398 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26085 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24120 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12392 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12540 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12365 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12423 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65295 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12376 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12419 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12401 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127487 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127796 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 9973 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127797 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26412 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127967 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127993 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3844 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127800 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127939 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127996 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128168 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22378 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27954 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39321 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28207 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38626 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23798 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21312 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127483 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 9924 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128705 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128187 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128241 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 129496 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127995 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 129377 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 129376 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12643 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28248 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21335 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28023 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23736 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31859 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20108 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12363 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22312 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20303 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24180 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20197 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 19978 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26627 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26408 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127477 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2354 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37066 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22806 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 129300 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128682 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26441 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20006 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128052 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128171 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127463 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127479 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127753 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128507 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127964 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38306 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 35199 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27700 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12364 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127768 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127764 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27798 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 32260 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37027 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 35207 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3611 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3619 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3632 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3648 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3607 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3624 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3652 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3618 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20848 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23041 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28789 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39039 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127987 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127752 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22311 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20498 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30340 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27178 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38996 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12501 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12455 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12481 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39894 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 32566 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12290 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127485 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127478 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23431 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23449 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12371 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12405 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12367 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12362 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 9995 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30000 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33294 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20250 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12395 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12391 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12414 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12377 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 35430 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12428 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12427 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22320 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24687 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12289 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26178 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12293 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23665 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128420 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127810 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 129322 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20986 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36523 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12452 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12462 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12522 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12473 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22818 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12399 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28246 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30036 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26862 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23567 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23627 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24859 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30693 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27996 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26041 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30010 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3627 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3609 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3657 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3634 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3588 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3629 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3617 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3639 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3650 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3633 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3614 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3660 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26397 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39854 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23448 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20698 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20027 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 32681 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36007 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 34928 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36864 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12496 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12491 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12358 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12385 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22825 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20117 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12426 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12383 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2344 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2351 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2339 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2327 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2397 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2309 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2348 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27836 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38263 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 35895 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37096 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12354 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12375 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 35211 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12390 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12424 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36947 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21315 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33865 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28006 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23433 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33310 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20853 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24235 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12379 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22810 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25705 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12454 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12450 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12523 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128586 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65288 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21517 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21476 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38442 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12515 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12507 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31119 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23713 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37326 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36196 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21619 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22092 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24093 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31881 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12449 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12488 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 32244 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39340 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30707 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21488 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23721 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25163 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33457 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24059 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30427 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37340 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23470 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22478 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20185 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26093 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24029 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65300 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26465 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36890 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21491 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65298 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21495 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12498 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12469 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12467 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12509 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12524 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12471 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12519 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38542 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 45824 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 54620 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 48124 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 44397 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12511 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12479 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12521 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12472 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12302 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12303 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37351 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36335 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39640 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20870 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23546 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38745 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 34276 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26525 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 40165 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30690 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21475 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20116 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21512 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30446 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27743 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28288 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65374 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65367 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26647 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21407 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20462 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26234 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39208 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38463 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20493 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23696 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38428 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12384 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12463 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36817 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20284 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25104 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31435 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12388 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 19990 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24213 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20057 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22899 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24231 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36229 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37504 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27827 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22243 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23616 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 32676 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12458 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33109 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31995 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22826 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38525 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31532 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 19977 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24785 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26143 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12411 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12393 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12387 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2379 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2306 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2326 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22524 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 29577 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33311 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36032 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12490 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12483 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21451 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21331 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 40845 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38272 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27425 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12422 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12421 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12407 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 29579 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39131 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12403 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 19968 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12475 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12497 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39000 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26395 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28171 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30149 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20869 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12456 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12461 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26368 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23652 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23822 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25935 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37070 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12495 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12484 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127855 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24515 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22580 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26411 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12525 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 49324 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 46993 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 54616 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 45716 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 51221 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 51060 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22856 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33576 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31569 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 35914 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22303 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36023 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21344 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20037 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33021 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 29031 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12502 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26494 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24195 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12381 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12425 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12408 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 29066 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28580 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 29699 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30913 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27671 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22287 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22235 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 19981 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 917614 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 917607 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 917631 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2361 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2369 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2305 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2376 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127759 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12503 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25512 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27515 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12397 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 49436 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 50872 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20024 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128282 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12429 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12360 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 34562 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37782 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38291 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12434 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24448 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24489 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127471 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127467 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24341 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36234 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20104 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23450 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38563 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65311 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3594 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3605 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3636 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3626 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3610 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3591 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65306 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12489 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36899 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37030 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24112 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127486 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 29255 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38533 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 50500 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 54260 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 47196 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 45768 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127747 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28716 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38555 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28771 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127473 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128153 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38686 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27744 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 34955 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27738 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33104 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38598 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3108 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3142 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3122 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3074 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3095 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3134 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3107 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127801 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12500 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12494 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127786 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127762 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127804 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31354 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20837 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65289 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38647 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24191 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31179 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12477 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21069 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20035 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22338 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33756 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22770 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20445 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25105 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28858 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30064 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 29289 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 34028 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33541 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36605 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21508 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12486 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20309 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24344 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30456 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27169 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30041 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22885 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 36578 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39318 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21462 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24220 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12512 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 34903 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30033 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 33258 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12513 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12464 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12539 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12465 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12451 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12459 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 29421 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 32769 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 34384 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24453 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26045 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 35373 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27096 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12480 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 51648 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 50725 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 48148 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 46988 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 48152 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 46020 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38536 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25666 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12510 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26413 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24140 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30758 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28459 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30011 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 23478 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12505 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2970 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3014 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2985 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3021 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3016 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2314 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128205 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128150 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28014 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 45804 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 45796 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 119814 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 119819 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127754 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127379 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24863 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24819 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12369 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22721 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25171 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27915 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26609 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12409 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25925 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31282 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 29483 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 31038 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24202 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 28844 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 29173 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 32654 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 32500 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24030 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20122 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21382 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24503 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 37324 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128509 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2312 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 26753 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27850 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12406 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12366 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12415 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 19992 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3604 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3623 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3621 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3641 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128579 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 5556 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 5620 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 5610 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3649 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3592 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 48169 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 53444 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 49548 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 45380 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 45800 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12527 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27784 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38451 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128065 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 8420 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127937 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3585 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 3640 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2325 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21916 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 39532 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25289 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38597 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12404 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38893 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2332 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2347 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 54844 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 55176 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 53664 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 48120 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 129513 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 44305 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 51652 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 44396 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21521 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128036 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 51020 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 50644 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 50612 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 46356 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 47484 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 44032 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 48380 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 44620 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20302 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24046 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22909 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 24444 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27663 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12444 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2602 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2624 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2604 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2616 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2606 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2632 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2597 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2613 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2623 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 2581 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 22830 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 21697 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 27197 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 25903 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 50732 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 46972 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 50868 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 45908 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 129440 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127867 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 127750 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 48372 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 54644 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128156 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 35023 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 20596 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38500 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 12457 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65281 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 65381 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128149 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30333 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 30343 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 38738 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:238: RuntimeWarning: Glyph 128131 missing from current font.\n",
      "  font.set_text(s, 0.0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128128 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26032 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28511 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30476 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20304 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28193 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24066 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2360 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2367 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2342 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2381 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2368 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2346 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2375 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2335 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2349 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2366 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2352 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2340 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21516 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12506 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12531 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12373 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12435 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12418 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65398 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65427 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65437 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65415 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65391 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38609 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39135 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22434 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12372 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12417 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12394 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12356 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127472 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127484 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127758 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26481 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20140 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37117 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127465 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127466 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12288 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23487 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21306 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127822 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 53468 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 50672 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 51032 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 49552 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 47785 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128506 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127482 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127480 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127760 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31070 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25144 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22823 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23398 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 32076 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28168 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21942 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30740 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31350 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25152 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 1746 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127470 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127475 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 10024 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 9439 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 9431 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 92432 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127476 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127474 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127464 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127462 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127481 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127469 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127468 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20013 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21326 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20154 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27665 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20849 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21644 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22269 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127757 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2357 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2359 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2350 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2404 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128683 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 19979 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21271 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27810 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 50836 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 46300 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 47548 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128071 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127988 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38480 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30028 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38498 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 29983 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12398 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26085 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24120 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12392 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12540 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12365 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12423 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65295 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12376 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12419 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12401 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127487 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127796 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 9973 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127797 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26412 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127967 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127993 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3844 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127800 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127939 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127996 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128168 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22378 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27954 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39321 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28207 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38626 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23798 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21312 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127483 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 9924 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128705 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128187 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128241 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 129496 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127995 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 129377 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 129376 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12643 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28248 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21335 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28023 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23736 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31859 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20108 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12363 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22312 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20303 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24180 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20197 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 19978 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26627 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26408 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127477 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2354 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37066 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22806 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 129300 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128682 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26441 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20006 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128052 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128171 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127463 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127479 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127753 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128507 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127964 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38306 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 35199 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27700 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12364 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127768 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127764 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27798 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 32260 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37027 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 35207 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3611 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3619 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3632 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3648 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3607 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3624 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3652 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3618 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20848 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23041 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28789 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39039 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127987 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127752 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22311 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20498 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30340 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27178 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38996 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12501 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12455 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12481 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39894 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 32566 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12290 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127485 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127478 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23431 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23449 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12371 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12405 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12367 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12362 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 9995 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30000 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33294 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20250 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12395 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12391 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12414 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12377 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 35430 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12428 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12427 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22320 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24687 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12289 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26178 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12293 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23665 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128420 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127810 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 129322 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20986 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36523 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12452 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12462 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12522 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12473 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22818 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12399 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28246 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30036 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26862 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23567 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23627 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24859 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30693 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27996 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26041 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30010 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3627 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3609 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3657 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3634 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3588 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3629 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3617 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3639 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3650 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3633 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3614 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3660 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26397 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39854 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23448 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20698 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20027 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 32681 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36007 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 34928 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36864 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12496 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12491 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12358 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12385 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22825 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20117 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12426 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12383 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2344 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2351 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2339 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2327 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2397 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2309 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2348 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27836 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38263 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 35895 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37096 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12354 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12375 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 35211 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12390 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12424 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36947 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21315 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33865 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28006 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23433 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33310 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20853 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24235 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12379 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22810 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25705 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12454 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12450 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12523 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128586 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65288 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21517 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21476 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38442 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12515 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12507 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31119 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23713 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37326 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36196 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21619 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22092 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24093 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31881 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12449 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12488 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 32244 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39340 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30707 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21488 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23721 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25163 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33457 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24059 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30427 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37340 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23470 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22478 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20185 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26093 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24029 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65300 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26465 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36890 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21491 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65298 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21495 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12498 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12469 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12467 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12509 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12524 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12471 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12519 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38542 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 45824 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 54620 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 48124 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 44397 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12511 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12479 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12521 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12472 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12302 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12303 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37351 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36335 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39640 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20870 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23546 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38745 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 34276 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26525 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 40165 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30690 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21475 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20116 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21512 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30446 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27743 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28288 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65374 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65367 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26647 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21407 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20462 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26234 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39208 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38463 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20493 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23696 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38428 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12384 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12463 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36817 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20284 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25104 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31435 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12388 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 19990 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24213 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20057 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22899 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24231 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36229 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37504 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27827 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22243 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23616 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 32676 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12458 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33109 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31995 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22826 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38525 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31532 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 19977 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24785 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26143 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12411 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12393 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12387 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2379 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2306 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2326 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22524 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 29577 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33311 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36032 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12490 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12483 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21451 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21331 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 40845 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38272 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27425 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12422 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12421 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12407 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 29579 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39131 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12403 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 19968 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12475 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12497 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39000 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26395 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28171 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30149 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20869 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12456 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12461 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26368 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23652 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23822 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25935 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37070 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12495 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12484 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127855 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24515 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22580 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26411 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12525 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 49324 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 46993 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 54616 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 45716 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 51221 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 51060 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22856 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33576 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31569 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 35914 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22303 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36023 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21344 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20037 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33021 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 29031 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12502 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26494 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24195 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12381 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12425 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12408 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 29066 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28580 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 29699 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30913 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27671 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22287 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22235 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 19981 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 917614 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 917607 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 917631 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2361 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2369 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2305 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2376 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127759 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12503 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25512 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27515 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12397 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 49436 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 50872 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20024 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128282 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12429 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12360 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 34562 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37782 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38291 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12434 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24448 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24489 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127471 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127467 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24341 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36234 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20104 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23450 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38563 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65311 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3594 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3605 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3636 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3626 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3610 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3591 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65306 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12489 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36899 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37030 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24112 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127486 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 29255 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38533 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 50500 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 54260 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 47196 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 45768 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127747 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28716 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38555 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28771 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127473 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128153 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38686 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27744 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 34955 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27738 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33104 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38598 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3108 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3142 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3122 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3074 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3095 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3134 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3107 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127801 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12500 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12494 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127786 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127762 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127804 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31354 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20837 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65289 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38647 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24191 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31179 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12477 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21069 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20035 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22338 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33756 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22770 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20445 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25105 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28858 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30064 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 29289 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 34028 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33541 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36605 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21508 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12486 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20309 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24344 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30456 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27169 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30041 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22885 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 36578 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39318 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21462 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24220 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12512 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 34903 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30033 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 33258 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12513 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12464 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12539 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12465 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12451 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12459 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 29421 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 32769 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 34384 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24453 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26045 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 35373 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27096 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12480 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 51648 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 50725 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 48148 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 46988 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 48152 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 46020 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38536 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25666 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12510 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26413 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24140 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30758 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28459 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30011 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 23478 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12505 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2970 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3014 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2985 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3021 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3016 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2314 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128205 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128150 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28014 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 45804 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 45796 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 119814 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 119819 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127754 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127379 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24863 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24819 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12369 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22721 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25171 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27915 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26609 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12409 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25925 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31282 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 29483 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 31038 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24202 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 28844 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 29173 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 32654 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 32500 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24030 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20122 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21382 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24503 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 37324 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128509 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2312 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 26753 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27850 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12406 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12366 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12415 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 19992 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3604 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3623 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3621 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3641 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128579 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 5556 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 5620 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 5610 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3649 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3592 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 48169 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 53444 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 49548 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 45380 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 45800 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12527 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27784 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38451 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128065 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 8420 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127937 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3585 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 3640 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2325 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21916 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 39532 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25289 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38597 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12404 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38893 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2332 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2347 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 54844 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 55176 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 53664 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 48120 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 129513 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 44305 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 51652 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 44396 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21521 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128036 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 51020 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 50644 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 50612 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 46356 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 47484 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 44032 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 48380 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 44620 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20302 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24046 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22909 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 24444 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27663 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12444 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2602 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2624 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2604 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2616 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2606 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2632 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2597 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2613 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2623 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 2581 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 22830 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 21697 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 27197 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 25903 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 50732 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 46972 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 50868 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 45908 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 129440 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127867 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 127750 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 48372 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 54644 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128156 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 35023 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 20596 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38500 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 12457 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65281 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 65381 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128149 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30333 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 30343 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 38738 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n",
      "C:\\Users\\15714\\anaconda3\\envs\\cds490\\lib\\site-packages\\matplotlib\\backends\\backend_agg.py:201: RuntimeWarning: Glyph 128131 missing from current font.\n",
      "  font.set_text(s, 0, flags=flags)\n"
     ]
    },
    {
     "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": [
    "sns.countplot(x='user.location',hue='real',data=df_clean)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "#deal with missing hashtags\n",
    "df_clean['hashtags'] = df_clean['hashtags'].apply(lambda x: ['NoHashTag'] if not x else x)\n",
    "df_clean['hashtags'] = df_clean['hashtags'].apply(lambda x: ' '.join(x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "#deal with missing location\n",
    "df['user.location'].fillna(value='Missing', inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "# clean tweets\n",
    "def clean_tweet(doc):\n",
    "    \n",
    "    #remove urls\n",
    "    doc =  re.sub(r'https?://\\w?\\.?\\w*/\\w*', '', doc)\n",
    "    #remove @user\n",
    "    doc = re.sub(r'@\\w*', '', doc)\n",
    "    #remove date in the format nn/nn/nn\n",
    "    doc = re.sub(r'\\d+/\\d+/\\d+', '', doc)\n",
    "    #remove time in the format hh:mm\n",
    "    doc = re.sub(r'\\d+:\\d+', '', doc)\n",
    "    #remove special signs\n",
    "    doc = re.sub(r'[#@.?:-=/\\\\<>\\]\\[]', '', doc)\n",
    "    #remove words containing numbers\n",
    "    doc = re.sub(r'(\\w+\\d+|\\d+\\w+)', '', doc)\n",
    "    return doc\n",
    "\n",
    "\n",
    "df_clean['text'] = df_clean['text'].apply(clean_tweet)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>created_at</th>\n",
       "      <th>text</th>\n",
       "      <th>is_quote_status</th>\n",
       "      <th>retweet_count</th>\n",
       "      <th>favorite_count</th>\n",
       "      <th>possibly_sensitive</th>\n",
       "      <th>user.id</th>\n",
       "      <th>user.id_str</th>\n",
       "      <th>user.name</th>\n",
       "      <th>...</th>\n",
       "      <th>user.geo_enabled</th>\n",
       "      <th>user.statuses_count</th>\n",
       "      <th>user.profile_background_image_url</th>\n",
       "      <th>user.profile_background_image_url_https</th>\n",
       "      <th>user.profile_banner_url</th>\n",
       "      <th>real</th>\n",
       "      <th>hashtags</th>\n",
       "      <th>user</th>\n",
       "      <th>hash_count</th>\n",
       "      <th>mentions_count</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>975</td>\n",
       "      <td>Wed Apr 15 02:14:14 +0000 2020</td>\n",
       "      <td>Tonight on the Late Show I've got  answering y...</td>\n",
       "      <td>0</td>\n",
       "      <td>178</td>\n",
       "      <td>2816</td>\n",
       "      <td>0</td>\n",
       "      <td>16303106</td>\n",
       "      <td>16303106</td>\n",
       "      <td>Stephen Colbert</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>6536</td>\n",
       "      <td>http://abs.twimg.com/images/themes/theme1/bg.png</td>\n",
       "      <td>https://abs.twimg.com/images/themes/theme1/bg.png</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/16303106...</td>\n",
       "      <td>1</td>\n",
       "      <td>NoHashTag</td>\n",
       "      <td>[@DrLaPook]</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>32974</td>\n",
       "      <td>Tue Jun 09 16:05:34 +0000 2020</td>\n",
       "      <td>Topic for Compounding Pharmacy Achieving Quali...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1198082484069494784</td>\n",
       "      <td>1198082484069494784</td>\n",
       "      <td>PharmaSalon</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>97</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/11980824...</td>\n",
       "      <td>1</td>\n",
       "      <td>NoHashTag</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>39011</td>\n",
       "      <td>Mon Jun 29 05:34:27 +0000 2020</td>\n",
       "      <td>COVID- Contact Tracing Apps In Bahrain, Kuwait...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1244516732280156160</td>\n",
       "      <td>1244516732280156160</td>\n",
       "      <td>Droid Titans</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>355</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/12445167...</td>\n",
       "      <td>1</td>\n",
       "      <td>NoHashTag</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>33918</td>\n",
       "      <td>Wed Jul 01 20:01:58 +0000 2020</td>\n",
       "      <td>Since the disease is most prevalent and most ...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
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       "      <td>941147291024363520</td>\n",
       "      <td>Bearly Anyone</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>8335</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/94114729...</td>\n",
       "      <td>1</td>\n",
       "      <td>NoHashTag</td>\n",
       "      <td>[@scalzi]</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>59729</td>\n",
       "      <td>Mon May 04 19:30:14 +0000 2020</td>\n",
       "      <td>Reopening Guidance for Cleaning and Disinfecti...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>271853768</td>\n",
       "      <td>271853768</td>\n",
       "      <td>SCS Safety &amp; Health</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>1717</td>\n",
       "      <td>http://abs.twimg.com/images/themes/theme16/bg.gif</td>\n",
       "      <td>https://abs.twimg.com/images/themes/theme16/bg...</td>\n",
       "      <td>https://pbs.twimg.com/profile_banners/27185376...</td>\n",
       "      <td>1</td>\n",
       "      <td>NoHashTag</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   index                      created_at  \\\n",
       "0    975  Wed Apr 15 02:14:14 +0000 2020   \n",
       "1  32974  Tue Jun 09 16:05:34 +0000 2020   \n",
       "2  39011  Mon Jun 29 05:34:27 +0000 2020   \n",
       "3  33918  Wed Jul 01 20:01:58 +0000 2020   \n",
       "4  59729  Mon May 04 19:30:14 +0000 2020   \n",
       "\n",
       "                                                text  is_quote_status  \\\n",
       "0  Tonight on the Late Show I've got  answering y...                0   \n",
       "1  Topic for Compounding Pharmacy Achieving Quali...                0   \n",
       "2  COVID- Contact Tracing Apps In Bahrain, Kuwait...                0   \n",
       "3   Since the disease is most prevalent and most ...                0   \n",
       "4  Reopening Guidance for Cleaning and Disinfecti...                0   \n",
       "\n",
       "   retweet_count  favorite_count  possibly_sensitive              user.id  \\\n",
       "0            178            2816                   0             16303106   \n",
       "1              0               0                   0  1198082484069494784   \n",
       "2              0               0                   0  1244516732280156160   \n",
       "3              0               1                   0   941147291024363520   \n",
       "4              0               0                   0            271853768   \n",
       "\n",
       "           user.id_str            user.name  ... user.geo_enabled  \\\n",
       "0             16303106      Stephen Colbert  ...            False   \n",
       "1  1198082484069494784          PharmaSalon  ...            False   \n",
       "2  1244516732280156160         Droid Titans  ...            False   \n",
       "3   941147291024363520        Bearly Anyone  ...            False   \n",
       "4            271853768  SCS Safety & Health  ...            False   \n",
       "\n",
       "  user.statuses_count                  user.profile_background_image_url  \\\n",
       "0                6536   http://abs.twimg.com/images/themes/theme1/bg.png   \n",
       "1                  97                                                NaN   \n",
       "2                 355                                                NaN   \n",
       "3                8335                                                NaN   \n",
       "4                1717  http://abs.twimg.com/images/themes/theme16/bg.gif   \n",
       "\n",
       "             user.profile_background_image_url_https  \\\n",
       "0  https://abs.twimg.com/images/themes/theme1/bg.png   \n",
       "1                                                NaN   \n",
       "2                                                NaN   \n",
       "3                                                NaN   \n",
       "4  https://abs.twimg.com/images/themes/theme16/bg...   \n",
       "\n",
       "                             user.profile_banner_url  real   hashtags  \\\n",
       "0  https://pbs.twimg.com/profile_banners/16303106...     1  NoHashTag   \n",
       "1  https://pbs.twimg.com/profile_banners/11980824...     1  NoHashTag   \n",
       "2  https://pbs.twimg.com/profile_banners/12445167...     1  NoHashTag   \n",
       "3  https://pbs.twimg.com/profile_banners/94114729...     1  NoHashTag   \n",
       "4  https://pbs.twimg.com/profile_banners/27185376...     1  NoHashTag   \n",
       "\n",
       "          user  hash_count  mentions_count  \n",
       "0  [@DrLaPook]           0               1  \n",
       "1           []           0               0  \n",
       "2           []           0               0  \n",
       "3    [@scalzi]           0               1  \n",
       "4           []           0               0  \n",
       "\n",
       "[5 rows x 29 columns]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_clean.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_clean.insert(3,'word_count',df_clean['text'].str.count(' ') + 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='word_count', ylabel='count'>"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(12,6))\n",
    "sns.countplot(x='word_count',hue='real',data=df_clean)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='user.geo_enabled', ylabel='count'>"
      ]
     },
     "execution_count": 41,
     "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": [
    "sns.countplot(x='user.geo_enabled',hue='real',data=df_clean)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['index', 'created_at', 'text', 'word_count', 'is_quote_status',\n",
       "       'retweet_count', 'favorite_count', 'possibly_sensitive', 'user.id',\n",
       "       'user.id_str', 'user.name', 'user.screen_name', 'user.location',\n",
       "       'user.description', 'user.protected', 'user.followers_count',\n",
       "       'user.friends_count', 'user.listed_count', 'user.created_at',\n",
       "       'user.favourites_count', 'user.geo_enabled', 'user.statuses_count',\n",
       "       'user.profile_background_image_url',\n",
       "       'user.profile_background_image_url_https', 'user.profile_banner_url',\n",
       "       'real', 'hashtags', 'user', 'hash_count', 'mentions_count'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_clean.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1421"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_clean['user.description'].isnull().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.isnull(8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0        False\n",
       "1        False\n",
       "2        False\n",
       "3        False\n",
       "4        False\n",
       "         ...  \n",
       "10673    False\n",
       "10674     True\n",
       "10675    False\n",
       "10676    False\n",
       "10677    False\n",
       "Name: user.description, Length: 10678, dtype: bool"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_clean['user.description'].isna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_clean.insert(3,'has_description',df_clean['user.description'].isna().apply(lambda x: 1 if x==False else 0))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='has_description', ylabel='count'>"
      ]
     },
     "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": [
    "sns.countplot(x='has_description',hue='real',data=df_clean)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Feature Engineering "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Tokenize Tweets\n",
    "# Remember to separate both datasets after feature engineering to create training and test set"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.feature_extraction.text import CountVectorizer\n",
    "vect = CountVectorizer()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "CountVectorizer()"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vect.fit(df_clean['text'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['00',\n",
       " '000',\n",
       " '000人がウイルスで死亡している可能性',\n",
       " '000人突破の可能性',\n",
       " '000円分を5名様にプレゼント',\n",
       " '002',\n",
       " '007dilnawaz',\n",
       " '00am',\n",
       " '00pm',\n",
       " '01',\n",
       " '01h1a3l1iv',\n",
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       " '04',\n",
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       " '0502791046',\n",
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       " '06z',\n",
       " '07',\n",
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       " '08',\n",
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       " '0kuezis0rr',\n",
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       " '0lb2ke0pyn',\n",
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       " '0lmtqck1e0',\n",
       " '0luifqcqif',\n",
       " '0mcfxga3di',\n",
       " '0mmukxymcf',\n",
       " '0moox1xsah',\n",
       " '0mxaz396j8',\n",
       " '0mxoclknrx',\n",
       " '0nvrm36sjp',\n",
       " '0nw8xk6c3b',\n",
       " '0nxllhjtiz',\n",
       " '0nz9t5m8su',\n",
       " '0ocyeryn3a',\n",
       " '0ohvnwstr4',\n",
       " '0opu1tfucp',\n",
       " '0oz9fukge7',\n",
       " '0p0iicmswi',\n",
       " '0p8gnvqagj',\n",
       " '0paewwer2y',\n",
       " '0pdwtasrzw',\n",
       " '0phpir2fu7',\n",
       " '0pyuthblky',\n",
       " '0qvikvp67i',\n",
       " '0qw8mu8evw',\n",
       " '0rfgxjezeo',\n",
       " '0rjosbshqh',\n",
       " '0roeu4fmuj',\n",
       " '0rrxnfimwx',\n",
       " '0rxmrtfuas',\n",
       " '0s7k7xpyqq',\n",
       " '0sarfu05kq',\n",
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       " '0sjl0ej8dq',\n",
       " '0slc1otfts',\n",
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       " '0syufefswt',\n",
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       " '0teo3uhpwi',\n",
       " '0thyyujnnzq85xz',\n",
       " '0tlmafxsd8',\n",
       " '0ttlm8uxuy',\n",
       " '0u75qg3gqn',\n",
       " '0uacyawrec',\n",
       " '0uenupnmmu',\n",
       " '0uk1rd4wa4',\n",
       " '0uk5oait2u',\n",
       " '0ulcwuv26g',\n",
       " '0uspthn9tq',\n",
       " '0uytajybjj',\n",
       " '0uzqabfp6b',\n",
       " '0v0lg3d6qp',\n",
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       " '0vcgjnis0r',\n",
       " '0vddcdevlm',\n",
       " '0vgbyzilkk',\n",
       " '0vm051rarr',\n",
       " '0vmmnyrlio',\n",
       " '0vp5xprmxb',\n",
       " '0vqfxaxxtx',\n",
       " '0vta5lbxkw',\n",
       " '0vvktiu26v',\n",
       " '0vwmesezti',\n",
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       " '3oocosn481',\n",
       " '3orzkze2zp',\n",
       " '3osag3wbz7',\n",
       " '3owjvv0acf',\n",
       " '3owtmg7uly',\n",
       " '3owvpz6pd2',\n",
       " '3p0nko3cin',\n",
       " '3p3g6anum4',\n",
       " '3pdhjgebl1',\n",
       " '3pdwbxkbfr',\n",
       " '3pmbsnvlhz',\n",
       " '3pvvecjuec',\n",
       " '3q3rxu1qr5',\n",
       " '3qerxrnum8',\n",
       " '3qg5mdhwby',\n",
       " '3qkho5mlxp',\n",
       " '3qzaiguuix',\n",
       " '3r9eta27t1',\n",
       " '3ranwpbbjz',\n",
       " '3rbuwgguyj',\n",
       " '3rbxoricb8',\n",
       " '3rd',\n",
       " '3rsvf9vg9j',\n",
       " '3rwnjbgqct',\n",
       " '3sdzomzbjx',\n",
       " '3se0v8y6pn',\n",
       " '3sfvvqnhoa',\n",
       " '3stboy8nbh',\n",
       " '3sxobaw5rl',\n",
       " '3tm9k07crl',\n",
       " '3tmoylephn',\n",
       " '3tpts1cnxb',\n",
       " '3tsx9ur1eg',\n",
       " '3twhmvrqnt',\n",
       " '3ug9agepqq',\n",
       " '3uicriysvj',\n",
       " '3urxmabaym',\n",
       " '3v0oc7flz4',\n",
       " '3vlk6y5amj',\n",
       " '3vnogpk2v1',\n",
       " '3vp7jnrurt',\n",
       " '3vxcsyumdn',\n",
       " '3w4rkejwzp',\n",
       " '3wbwanyo4r',\n",
       " '3wfmehyqi2',\n",
       " '3wwmbcxkwr',\n",
       " '3wxrvpi4bi',\n",
       " '3wysvho4zq',\n",
       " '3wzc0hdgf4',\n",
       " '3x6p989y6x',\n",
       " '3xb7t1jhji',\n",
       " '3xbw8mms95',\n",
       " '3xgvdxvqo1',\n",
       " '3xklc5lhf2',\n",
       " '3xl',\n",
       " '3xrhetoiql',\n",
       " '3yapgkkmql',\n",
       " '3yejldqlr9',\n",
       " '3yft6grpbn',\n",
       " '3yjmkte0oo',\n",
       " '3ylu6wejqv',\n",
       " '3ymky5nnac',\n",
       " '3yy56vs0lf',\n",
       " '3z7jh3ufdf',\n",
       " '3z8vldxwnp',\n",
       " '3zhudvmubi',\n",
       " '3zqdsxktyz',\n",
       " '3zwsgt2pac',\n",
       " '3人以上での性行為',\n",
       " '3人以上の人数で行う不要不急のセックスを禁じた',\n",
       " '3人以上は',\n",
       " '3人以上禁止',\n",
       " '3人組',\n",
       " '40',\n",
       " '400',\n",
       " '40fqsrnjmy',\n",
       " '40k',\n",
       " '40대',\n",
       " '415',\n",
       " '41ntgeli5r',\n",
       " '42',\n",
       " '425',\n",
       " '42jacinvug',\n",
       " '42opbu56oh',\n",
       " '43',\n",
       " '43509',\n",
       " '43cgwhajcg',\n",
       " '43fjc7vpzg',\n",
       " '43irhaow80',\n",
       " '44na8irsro',\n",
       " '44u6zxkqwe',\n",
       " '45',\n",
       " '45btshikp1',\n",
       " '46cy3ogj9p',\n",
       " '46g2zfl3a4',\n",
       " '46gtc9wd33',\n",
       " '46hr2awpne',\n",
       " '46ugjvsarv',\n",
       " '47',\n",
       " '47hz8gpecl',\n",
       " '48blrjqohl',\n",
       " '48lssdxiiv',\n",
       " '493gtfoedw',\n",
       " '497',\n",
       " '49vgobc6aq',\n",
       " '4au1nlgcvi',\n",
       " '4azbypvb7h',\n",
       " '4bbam4ncfj',\n",
       " '4bbp5bkaia',\n",
       " '4bs1rdtf5x',\n",
       " '4bzcxsmmba',\n",
       " '4bzlf9w2te',\n",
       " '4c506q0eux',\n",
       " '4c8vkyqnu1',\n",
       " '4cnlsdccnq',\n",
       " '4cphf50sba',\n",
       " '4cphuupnfu',\n",
       " '4cse2bu8vw',\n",
       " '4ct5qiymg3',\n",
       " '4cyytrfpgs',\n",
       " '4d',\n",
       " '4d3ofb4hij',\n",
       " '4d8efd3wv9',\n",
       " '4dfdyjxgxs',\n",
       " '4dowhjtlcf',\n",
       " '4dqumegapn',\n",
       " '4ep6m8n3ka',\n",
       " '4eqwup1ipv',\n",
       " '4esplntavp',\n",
       " '4eyh0da6tk',\n",
       " '4f5kgcxxuc',\n",
       " '4faf1x9bn1',\n",
       " '4fctxheuax',\n",
       " '4fkyykgaso',\n",
       " '4fy6ltowjx',\n",
       " '4g3kkvh83z',\n",
       " '4gfneof4jm',\n",
       " '4gfxdzbvg8',\n",
       " '4gkzxybp95',\n",
       " '4gnwfhmhcd',\n",
       " '4hhbjmkrui',\n",
       " '4hhkzthvay',\n",
       " '4hmgw5mrnk',\n",
       " '4hq9iuewyb',\n",
       " '4i0crbkw8f',\n",
       " '4i5qvxlhon',\n",
       " '4iblf7n1p2',\n",
       " '4impxwmwrl',\n",
       " '4in5wivnvp',\n",
       " '4iulworpdr',\n",
       " '4j09dhwt0q',\n",
       " '4jnlczzzyv',\n",
       " '4k25tcv6cw',\n",
       " '4kb4c9wmy4',\n",
       " '4kbpqxgv3e',\n",
       " '4kiu2bo713',\n",
       " '4kmhjsefow',\n",
       " '4knwnhiurt',\n",
       " '4kplixyz86',\n",
       " '4ksst5t0ma',\n",
       " '4kudqy7oau',\n",
       " '4kusftlefi',\n",
       " '4kwa7zq7pc',\n",
       " '4kwerfbbzp',\n",
       " '4lpa4qmdqz',\n",
       " '4lvr1ycwuf',\n",
       " '4m3lo8uaux',\n",
       " '4m4fhzs5df',\n",
       " '4m7an12sac',\n",
       " '4m7zagvfcb',\n",
       " '4mamwdk1k0',\n",
       " '4mgrrqaota',\n",
       " '4mhc1vvpvm',\n",
       " ...]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vect.get_feature_names()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exploratory Analysis of Text (Extra)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# remove key in entities.user_mentions from df['text']\n",
    "# look at df['coordinates']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "df['entities.user_mentions'][8]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "text_sample = df.iloc[8]['text']\n",
    "text_sample"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "start = 0\n",
    "stop = 26\n",
    "# Remove charactes from index start to stop (inclusive)\n",
    "if len(text_sample) > stop :\n",
    "    strObj = text_sample[0: start:] + text_sample[stop + 1::]\n",
    "strObj"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import ast"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['entities.user_mentions'] = [ast.literal_eval(i) for i in df['entities.user_mentions']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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