Assignment  - 2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('nyc_taxi_trip_duration.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
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       "      <th>id</th>\n",
       "      <th>vendor_id</th>\n",
       "      <th>pickup_datetime</th>\n",
       "      <th>dropoff_datetime</th>\n",
       "      <th>passenger_count</th>\n",
       "      <th>pickup_longitude</th>\n",
       "      <th>pickup_latitude</th>\n",
       "      <th>dropoff_longitude</th>\n",
       "      <th>dropoff_latitude</th>\n",
       "      <th>store_and_fwd_flag</th>\n",
       "      <th>trip_duration</th>\n",
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       "      <td>id1080784</td>\n",
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       "      <td>N</td>\n",
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       "      <td>2016-01-05 09:44:31</td>\n",
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       "      <td>40.708469</td>\n",
       "      <td>-73.988182</td>\n",
       "      <td>40.740631</td>\n",
       "      <td>N</td>\n",
       "      <td>848</td>\n",
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       "      <th>729317</th>\n",
       "      <td>id3905982</td>\n",
       "      <td>2</td>\n",
       "      <td>2016-05-21 13:29:38</td>\n",
       "      <td>2016-05-21 13:34:34</td>\n",
       "      <td>2</td>\n",
       "      <td>-73.965919</td>\n",
       "      <td>40.789780</td>\n",
       "      <td>-73.952637</td>\n",
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       "      <td>1</td>\n",
       "      <td>2016-02-22 00:43:11</td>\n",
       "      <td>2016-02-22 00:48:26</td>\n",
       "      <td>1</td>\n",
       "      <td>-73.996666</td>\n",
       "      <td>40.737434</td>\n",
       "      <td>-74.001320</td>\n",
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       "      <td>1</td>\n",
       "      <td>2016-04-15 18:56:48</td>\n",
       "      <td>2016-04-15 19:08:01</td>\n",
       "      <td>1</td>\n",
       "      <td>-73.997849</td>\n",
       "      <td>40.761696</td>\n",
       "      <td>-74.001488</td>\n",
       "      <td>40.741207</td>\n",
       "      <td>N</td>\n",
       "      <td>673</td>\n",
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       "    <tr>\n",
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       "      <td>2016-01-01 17:44:40</td>\n",
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       "      <td>40.743839</td>\n",
       "      <td>-73.945847</td>\n",
       "      <td>40.712841</td>\n",
       "      <td>N</td>\n",
       "      <td>1224</td>\n",
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       "  </tbody>\n",
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       "<p>729322 rows × 11 columns</p>\n",
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      "text/plain": [
       "               id  vendor_id      pickup_datetime     dropoff_datetime  \\\n",
       "0       id1080784          2  2016-02-29 16:40:21  2016-02-29 16:47:01   \n",
       "1       id0889885          1  2016-03-11 23:35:37  2016-03-11 23:53:57   \n",
       "2       id0857912          2  2016-02-21 17:59:33  2016-02-21 18:26:48   \n",
       "3       id3744273          2  2016-01-05 09:44:31  2016-01-05 10:03:32   \n",
       "4       id0232939          1  2016-02-17 06:42:23  2016-02-17 06:56:31   \n",
       "...           ...        ...                  ...                  ...   \n",
       "729317  id3905982          2  2016-05-21 13:29:38  2016-05-21 13:34:34   \n",
       "729318  id0102861          1  2016-02-22 00:43:11  2016-02-22 00:48:26   \n",
       "729319  id0439699          1  2016-04-15 18:56:48  2016-04-15 19:08:01   \n",
       "729320  id2078912          1  2016-06-19 09:50:47  2016-06-19 09:58:14   \n",
       "729321  id1053441          2  2016-01-01 17:24:16  2016-01-01 17:44:40   \n",
       "\n",
       "        passenger_count  pickup_longitude  pickup_latitude  dropoff_longitude  \\\n",
       "0                     1        -73.953918        40.778873         -73.963875   \n",
       "1                     2        -73.988312        40.731743         -73.994751   \n",
       "2                     2        -73.997314        40.721458         -73.948029   \n",
       "3                     6        -73.961670        40.759720         -73.956779   \n",
       "4                     1        -74.017120        40.708469         -73.988182   \n",
       "...                 ...               ...              ...                ...   \n",
       "729317                2        -73.965919        40.789780         -73.952637   \n",
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       "729320                1        -74.006706        40.708244         -74.013550   \n",
       "729321                4        -74.003342        40.743839         -73.945847   \n",
       "\n",
       "        dropoff_latitude store_and_fwd_flag  trip_duration  \n",
       "0              40.771164                  N            400  \n",
       "1              40.694931                  N           1100  \n",
       "2              40.774918                  N           1635  \n",
       "3              40.780628                  N           1141  \n",
       "4              40.740631                  N            848  \n",
       "...                  ...                ...            ...  \n",
       "729317         40.789181                  N            296  \n",
       "729318         40.731911                  N            315  \n",
       "729319         40.741207                  N            673  \n",
       "729320         40.713814                  N            447  \n",
       "729321         40.712841                  N           1224  \n",
       "\n",
       "[729322 rows x 11 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
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    {
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       "      <td>-73.988182</td>\n",
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       "      <td>N</td>\n",
       "      <td>848</td>\n",
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      "text/plain": [
       "          id  vendor_id      pickup_datetime     dropoff_datetime  \\\n",
       "0  id1080784          2  2016-02-29 16:40:21  2016-02-29 16:47:01   \n",
       "1  id0889885          1  2016-03-11 23:35:37  2016-03-11 23:53:57   \n",
       "2  id0857912          2  2016-02-21 17:59:33  2016-02-21 18:26:48   \n",
       "3  id3744273          2  2016-01-05 09:44:31  2016-01-05 10:03:32   \n",
       "4  id0232939          1  2016-02-17 06:42:23  2016-02-17 06:56:31   \n",
       "\n",
       "   passenger_count  pickup_longitude  pickup_latitude  dropoff_longitude  \\\n",
       "0                1        -73.953918        40.778873         -73.963875   \n",
       "1                2        -73.988312        40.731743         -73.994751   \n",
       "2                2        -73.997314        40.721458         -73.948029   \n",
       "3                6        -73.961670        40.759720         -73.956779   \n",
       "4                1        -74.017120        40.708469         -73.988182   \n",
       "\n",
       "   dropoff_latitude store_and_fwd_flag  trip_duration  \n",
       "0         40.771164                  N            400  \n",
       "1         40.694931                  N           1100  \n",
       "2         40.774918                  N           1635  \n",
       "3         40.780628                  N           1141  \n",
       "4         40.740631                  N            848  "
      ]
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     "execution_count": 5,
     "metadata": {},
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    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
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       "      <td>2016-02-21 18:26:48</td>\n",
       "      <td>2</td>\n",
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       "      <td>40.721458</td>\n",
       "      <td>-73.948029</td>\n",
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       "      <td>N</td>\n",
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       "      <td>N</td>\n",
       "      <td>848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>729317</th>\n",
       "      <td>id3905982</td>\n",
       "      <td>2</td>\n",
       "      <td>2016-05-21 13:29:38</td>\n",
       "      <td>2016-05-21 13:34:34</td>\n",
       "      <td>2</td>\n",
       "      <td>-73.965919</td>\n",
       "      <td>40.789780</td>\n",
       "      <td>-73.952637</td>\n",
       "      <td>40.789181</td>\n",
       "      <td>N</td>\n",
       "      <td>296</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729318</th>\n",
       "      <td>id0102861</td>\n",
       "      <td>1</td>\n",
       "      <td>2016-02-22 00:43:11</td>\n",
       "      <td>2016-02-22 00:48:26</td>\n",
       "      <td>1</td>\n",
       "      <td>-73.996666</td>\n",
       "      <td>40.737434</td>\n",
       "      <td>-74.001320</td>\n",
       "      <td>40.731911</td>\n",
       "      <td>N</td>\n",
       "      <td>315</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729319</th>\n",
       "      <td>id0439699</td>\n",
       "      <td>1</td>\n",
       "      <td>2016-04-15 18:56:48</td>\n",
       "      <td>2016-04-15 19:08:01</td>\n",
       "      <td>1</td>\n",
       "      <td>-73.997849</td>\n",
       "      <td>40.761696</td>\n",
       "      <td>-74.001488</td>\n",
       "      <td>40.741207</td>\n",
       "      <td>N</td>\n",
       "      <td>673</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729320</th>\n",
       "      <td>id2078912</td>\n",
       "      <td>1</td>\n",
       "      <td>2016-06-19 09:50:47</td>\n",
       "      <td>2016-06-19 09:58:14</td>\n",
       "      <td>1</td>\n",
       "      <td>-74.006706</td>\n",
       "      <td>40.708244</td>\n",
       "      <td>-74.013550</td>\n",
       "      <td>40.713814</td>\n",
       "      <td>N</td>\n",
       "      <td>447</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729321</th>\n",
       "      <td>id1053441</td>\n",
       "      <td>2</td>\n",
       "      <td>2016-01-01 17:24:16</td>\n",
       "      <td>2016-01-01 17:44:40</td>\n",
       "      <td>4</td>\n",
       "      <td>-74.003342</td>\n",
       "      <td>40.743839</td>\n",
       "      <td>-73.945847</td>\n",
       "      <td>40.712841</td>\n",
       "      <td>N</td>\n",
       "      <td>1224</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>729322 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               id  vendor_id      pickup_datetime     dropoff_datetime  \\\n",
       "0       id1080784          2  2016-02-29 16:40:21  2016-02-29 16:47:01   \n",
       "1       id0889885          1  2016-03-11 23:35:37  2016-03-11 23:53:57   \n",
       "2       id0857912          2  2016-02-21 17:59:33  2016-02-21 18:26:48   \n",
       "3       id3744273          2  2016-01-05 09:44:31  2016-01-05 10:03:32   \n",
       "4       id0232939          1  2016-02-17 06:42:23  2016-02-17 06:56:31   \n",
       "...           ...        ...                  ...                  ...   \n",
       "729317  id3905982          2  2016-05-21 13:29:38  2016-05-21 13:34:34   \n",
       "729318  id0102861          1  2016-02-22 00:43:11  2016-02-22 00:48:26   \n",
       "729319  id0439699          1  2016-04-15 18:56:48  2016-04-15 19:08:01   \n",
       "729320  id2078912          1  2016-06-19 09:50:47  2016-06-19 09:58:14   \n",
       "729321  id1053441          2  2016-01-01 17:24:16  2016-01-01 17:44:40   \n",
       "\n",
       "        passenger_count  pickup_longitude  pickup_latitude  dropoff_longitude  \\\n",
       "0                     1        -73.953918        40.778873         -73.963875   \n",
       "1                     2        -73.988312        40.731743         -73.994751   \n",
       "2                     2        -73.997314        40.721458         -73.948029   \n",
       "3                     6        -73.961670        40.759720         -73.956779   \n",
       "4                     1        -74.017120        40.708469         -73.988182   \n",
       "...                 ...               ...              ...                ...   \n",
       "729317                2        -73.965919        40.789780         -73.952637   \n",
       "729318                1        -73.996666        40.737434         -74.001320   \n",
       "729319                1        -73.997849        40.761696         -74.001488   \n",
       "729320                1        -74.006706        40.708244         -74.013550   \n",
       "729321                4        -74.003342        40.743839         -73.945847   \n",
       "\n",
       "        dropoff_latitude store_and_fwd_flag  trip_duration  \n",
       "0              40.771164                  N            400  \n",
       "1              40.694931                  N           1100  \n",
       "2              40.774918                  N           1635  \n",
       "3              40.780628                  N           1141  \n",
       "4              40.740631                  N            848  \n",
       "...                  ...                ...            ...  \n",
       "729317         40.789181                  N            296  \n",
       "729318         40.731911                  N            315  \n",
       "729319         40.741207                  N            673  \n",
       "729320         40.713814                  N            447  \n",
       "729321         40.712841                  N           1224  \n",
       "\n",
       "[729322 rows x 11 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.dropna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id                    0\n",
       "vendor_id             0\n",
       "pickup_datetime       0\n",
       "dropoff_datetime      0\n",
       "passenger_count       0\n",
       "pickup_longitude      0\n",
       "pickup_latitude       0\n",
       "dropoff_longitude     0\n",
       "dropoff_latitude      0\n",
       "store_and_fwd_flag    0\n",
       "trip_duration         0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.isnull().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>-73.995422</td>\n",
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       "      <td>N</td>\n",
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       "      <td>2016-05-21 13:34:34</td>\n",
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       "      <td>id0102861</td>\n",
       "      <td>1</td>\n",
       "      <td>2016-02-22 00:43:11</td>\n",
       "      <td>2016-02-22 00:48:26</td>\n",
       "      <td>1</td>\n",
       "      <td>-73.996666</td>\n",
       "      <td>40.737434</td>\n",
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       "      <td>N</td>\n",
       "      <td>315</td>\n",
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       "    <tr>\n",
       "      <th>729319</th>\n",
       "      <td>id0439699</td>\n",
       "      <td>1</td>\n",
       "      <td>2016-04-15 18:56:48</td>\n",
       "      <td>2016-04-15 19:08:01</td>\n",
       "      <td>1</td>\n",
       "      <td>-73.997849</td>\n",
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       "      <td>N</td>\n",
       "      <td>447</td>\n",
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       "      <td>id1053441</td>\n",
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       "      <td>2016-01-01 17:44:40</td>\n",
       "      <td>4</td>\n",
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       "      <td>40.743839</td>\n",
       "      <td>-73.945847</td>\n",
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       "      <td>N</td>\n",
       "      <td>1224</td>\n",
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       "<p>729321 rows × 11 columns</p>\n",
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      ],
      "text/plain": [
       "               id  vendor_id      pickup_datetime     dropoff_datetime  \\\n",
       "1       id0889885          1  2016-03-11 23:35:37  2016-03-11 23:53:57   \n",
       "2       id0857912          2  2016-02-21 17:59:33  2016-02-21 18:26:48   \n",
       "3       id3744273          2  2016-01-05 09:44:31  2016-01-05 10:03:32   \n",
       "4       id0232939          1  2016-02-17 06:42:23  2016-02-17 06:56:31   \n",
       "5       id1918069          2  2016-02-14 18:31:42  2016-02-14 18:55:57   \n",
       "...           ...        ...                  ...                  ...   \n",
       "729317  id3905982          2  2016-05-21 13:29:38  2016-05-21 13:34:34   \n",
       "729318  id0102861          1  2016-02-22 00:43:11  2016-02-22 00:48:26   \n",
       "729319  id0439699          1  2016-04-15 18:56:48  2016-04-15 19:08:01   \n",
       "729320  id2078912          1  2016-06-19 09:50:47  2016-06-19 09:58:14   \n",
       "729321  id1053441          2  2016-01-01 17:24:16  2016-01-01 17:44:40   \n",
       "\n",
       "        passenger_count  pickup_longitude  pickup_latitude  dropoff_longitude  \\\n",
       "1                     2        -73.988312        40.731743         -73.994751   \n",
       "2                     2        -73.997314        40.721458         -73.948029   \n",
       "3                     6        -73.961670        40.759720         -73.956779   \n",
       "4                     1        -74.017120        40.708469         -73.988182   \n",
       "5                     2        -73.993614        40.751884         -73.995422   \n",
       "...                 ...               ...              ...                ...   \n",
       "729317                2        -73.965919        40.789780         -73.952637   \n",
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       "729319                1        -73.997849        40.761696         -74.001488   \n",
       "729320                1        -74.006706        40.708244         -74.013550   \n",
       "729321                4        -74.003342        40.743839         -73.945847   \n",
       "\n",
       "        dropoff_latitude store_and_fwd_flag  trip_duration  \n",
       "1              40.694931                  N           1100  \n",
       "2              40.774918                  N           1635  \n",
       "3              40.780628                  N           1141  \n",
       "4              40.740631                  N            848  \n",
       "5              40.723862                  N           1455  \n",
       "...                  ...                ...            ...  \n",
       "729317         40.789181                  N            296  \n",
       "729318         40.731911                  N            315  \n",
       "729319         40.741207                  N            673  \n",
       "729320         40.713814                  N            447  \n",
       "729321         40.712841                  N           1224  \n",
       "\n",
       "[729321 rows x 11 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.iloc[1:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(729322, 11)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['id', 'vendor_id', 'pickup_datetime', 'dropoff_datetime',\n",
       "       'passenger_count', 'pickup_longitude', 'pickup_latitude',\n",
       "       'dropoff_longitude', 'dropoff_latitude', 'store_and_fwd_flag',\n",
       "       'trip_duration'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>dropoff_longitude</th>\n",
       "      <th>dropoff_latitude</th>\n",
       "      <th>store_and_fwd_flag</th>\n",
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       "      <th>0</th>\n",
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       "      <td>-73.988312</td>\n",
       "      <td>40.731743</td>\n",
       "      <td>-73.994751</td>\n",
       "      <td>40.694931</td>\n",
       "      <td>N</td>\n",
       "      <td>1100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>id0857912</td>\n",
       "      <td>2</td>\n",
       "      <td>2016-02-21 17:59:33</td>\n",
       "      <td>2016-02-21 18:26:48</td>\n",
       "      <td>2</td>\n",
       "      <td>-73.997314</td>\n",
       "      <td>40.721458</td>\n",
       "      <td>-73.948029</td>\n",
       "      <td>40.774918</td>\n",
       "      <td>N</td>\n",
       "      <td>1635</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>id3744273</td>\n",
       "      <td>2</td>\n",
       "      <td>2016-01-05 09:44:31</td>\n",
       "      <td>2016-01-05 10:03:32</td>\n",
       "      <td>6</td>\n",
       "      <td>-73.961670</td>\n",
       "      <td>40.759720</td>\n",
       "      <td>-73.956779</td>\n",
       "      <td>40.780628</td>\n",
       "      <td>N</td>\n",
       "      <td>1141</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>id0232939</td>\n",
       "      <td>1</td>\n",
       "      <td>2016-02-17 06:42:23</td>\n",
       "      <td>2016-02-17 06:56:31</td>\n",
       "      <td>1</td>\n",
       "      <td>-74.017120</td>\n",
       "      <td>40.708469</td>\n",
       "      <td>-73.988182</td>\n",
       "      <td>40.740631</td>\n",
       "      <td>N</td>\n",
       "      <td>848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729317</th>\n",
       "      <td>id3905982</td>\n",
       "      <td>2</td>\n",
       "      <td>2016-05-21 13:29:38</td>\n",
       "      <td>2016-05-21 13:34:34</td>\n",
       "      <td>2</td>\n",
       "      <td>-73.965919</td>\n",
       "      <td>40.789780</td>\n",
       "      <td>-73.952637</td>\n",
       "      <td>40.789181</td>\n",
       "      <td>N</td>\n",
       "      <td>296</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729318</th>\n",
       "      <td>id0102861</td>\n",
       "      <td>1</td>\n",
       "      <td>2016-02-22 00:43:11</td>\n",
       "      <td>2016-02-22 00:48:26</td>\n",
       "      <td>1</td>\n",
       "      <td>-73.996666</td>\n",
       "      <td>40.737434</td>\n",
       "      <td>-74.001320</td>\n",
       "      <td>40.731911</td>\n",
       "      <td>N</td>\n",
       "      <td>315</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729319</th>\n",
       "      <td>id0439699</td>\n",
       "      <td>1</td>\n",
       "      <td>2016-04-15 18:56:48</td>\n",
       "      <td>2016-04-15 19:08:01</td>\n",
       "      <td>1</td>\n",
       "      <td>-73.997849</td>\n",
       "      <td>40.761696</td>\n",
       "      <td>-74.001488</td>\n",
       "      <td>40.741207</td>\n",
       "      <td>N</td>\n",
       "      <td>673</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729320</th>\n",
       "      <td>id2078912</td>\n",
       "      <td>1</td>\n",
       "      <td>2016-06-19 09:50:47</td>\n",
       "      <td>2016-06-19 09:58:14</td>\n",
       "      <td>1</td>\n",
       "      <td>-74.006706</td>\n",
       "      <td>40.708244</td>\n",
       "      <td>-74.013550</td>\n",
       "      <td>40.713814</td>\n",
       "      <td>N</td>\n",
       "      <td>447</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729321</th>\n",
       "      <td>id1053441</td>\n",
       "      <td>2</td>\n",
       "      <td>2016-01-01 17:24:16</td>\n",
       "      <td>2016-01-01 17:44:40</td>\n",
       "      <td>4</td>\n",
       "      <td>-74.003342</td>\n",
       "      <td>40.743839</td>\n",
       "      <td>-73.945847</td>\n",
       "      <td>40.712841</td>\n",
       "      <td>N</td>\n",
       "      <td>1224</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>729322 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               id  vendor_id      pickup_datetime     dropoff_datetime  \\\n",
       "0       id1080784          2  2016-02-29 16:40:21  2016-02-29 16:47:01   \n",
       "1       id0889885          1  2016-03-11 23:35:37  2016-03-11 23:53:57   \n",
       "2       id0857912          2  2016-02-21 17:59:33  2016-02-21 18:26:48   \n",
       "3       id3744273          2  2016-01-05 09:44:31  2016-01-05 10:03:32   \n",
       "4       id0232939          1  2016-02-17 06:42:23  2016-02-17 06:56:31   \n",
       "...           ...        ...                  ...                  ...   \n",
       "729317  id3905982          2  2016-05-21 13:29:38  2016-05-21 13:34:34   \n",
       "729318  id0102861          1  2016-02-22 00:43:11  2016-02-22 00:48:26   \n",
       "729319  id0439699          1  2016-04-15 18:56:48  2016-04-15 19:08:01   \n",
       "729320  id2078912          1  2016-06-19 09:50:47  2016-06-19 09:58:14   \n",
       "729321  id1053441          2  2016-01-01 17:24:16  2016-01-01 17:44:40   \n",
       "\n",
       "        passenger_count  pickup_longitude  pickup_latitude  dropoff_longitude  \\\n",
       "0                     1        -73.953918        40.778873         -73.963875   \n",
       "1                     2        -73.988312        40.731743         -73.994751   \n",
       "2                     2        -73.997314        40.721458         -73.948029   \n",
       "3                     6        -73.961670        40.759720         -73.956779   \n",
       "4                     1        -74.017120        40.708469         -73.988182   \n",
       "...                 ...               ...              ...                ...   \n",
       "729317                2        -73.965919        40.789780         -73.952637   \n",
       "729318                1        -73.996666        40.737434         -74.001320   \n",
       "729319                1        -73.997849        40.761696         -74.001488   \n",
       "729320                1        -74.006706        40.708244         -74.013550   \n",
       "729321                4        -74.003342        40.743839         -73.945847   \n",
       "\n",
       "        dropoff_latitude store_and_fwd_flag  trip_duration  \n",
       "0              40.771164                  N            400  \n",
       "1              40.694931                  N           1100  \n",
       "2              40.774918                  N           1635  \n",
       "3              40.780628                  N           1141  \n",
       "4              40.740631                  N            848  \n",
       "...                  ...                ...            ...  \n",
       "729317         40.789181                  N            296  \n",
       "729318         40.731911                  N            315  \n",
       "729319         40.741207                  N            673  \n",
       "729320         40.713814                  N            447  \n",
       "729321         40.712841                  N           1224  \n",
       "\n",
       "[729322 rows x 11 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "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>vendor_id</th>\n",
       "      <th>passenger_count</th>\n",
       "      <th>pickup_longitude</th>\n",
       "      <th>pickup_latitude</th>\n",
       "      <th>dropoff_longitude</th>\n",
       "      <th>dropoff_latitude</th>\n",
       "      <th>trip_duration</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>7.293220e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>1.535403</td>\n",
       "      <td>1.662055</td>\n",
       "      <td>-73.973513</td>\n",
       "      <td>40.750919</td>\n",
       "      <td>-73.973422</td>\n",
       "      <td>40.751775</td>\n",
       "      <td>9.522291e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>0.498745</td>\n",
       "      <td>1.312446</td>\n",
       "      <td>0.069754</td>\n",
       "      <td>0.033594</td>\n",
       "      <td>0.069588</td>\n",
       "      <td>0.036037</td>\n",
       "      <td>3.864626e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-121.933342</td>\n",
       "      <td>34.712234</td>\n",
       "      <td>-121.933304</td>\n",
       "      <td>32.181141</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-73.991859</td>\n",
       "      <td>40.737335</td>\n",
       "      <td>-73.991318</td>\n",
       "      <td>40.735931</td>\n",
       "      <td>3.970000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-73.981758</td>\n",
       "      <td>40.754070</td>\n",
       "      <td>-73.979759</td>\n",
       "      <td>40.754509</td>\n",
       "      <td>6.630000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>-73.967361</td>\n",
       "      <td>40.768314</td>\n",
       "      <td>-73.963036</td>\n",
       "      <td>40.769741</td>\n",
       "      <td>1.075000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>-65.897385</td>\n",
       "      <td>51.881084</td>\n",
       "      <td>-65.897385</td>\n",
       "      <td>43.921028</td>\n",
       "      <td>1.939736e+06</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           vendor_id  passenger_count  pickup_longitude  pickup_latitude  \\\n",
       "count  729322.000000    729322.000000     729322.000000    729322.000000   \n",
       "mean        1.535403         1.662055        -73.973513        40.750919   \n",
       "std         0.498745         1.312446          0.069754         0.033594   \n",
       "min         1.000000         0.000000       -121.933342        34.712234   \n",
       "25%         1.000000         1.000000        -73.991859        40.737335   \n",
       "50%         2.000000         1.000000        -73.981758        40.754070   \n",
       "75%         2.000000         2.000000        -73.967361        40.768314   \n",
       "max         2.000000         9.000000        -65.897385        51.881084   \n",
       "\n",
       "       dropoff_longitude  dropoff_latitude  trip_duration  \n",
       "count      729322.000000     729322.000000   7.293220e+05  \n",
       "mean          -73.973422         40.751775   9.522291e+02  \n",
       "std             0.069588          0.036037   3.864626e+03  \n",
       "min          -121.933304         32.181141   1.000000e+00  \n",
       "25%           -73.991318         40.735931   3.970000e+02  \n",
       "50%           -73.979759         40.754509   6.630000e+02  \n",
       "75%           -73.963036         40.769741   1.075000e+03  \n",
       "max           -65.897385         43.921028   1.939736e+06  "
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "target = df['trip_duration']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 468x187.2 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = sns.catplot(y=\"trip_duration\", kind=\"count\", data=df, height=2.6, aspect=2.5, orient='v')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "object\n"
     ]
    }
   ],
   "source": [
    "print(df.columns.dtype)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "348      0.001138\n",
       "363      0.001108\n",
       "368      0.001108\n",
       "388      0.001104\n",
       "358      0.001094\n",
       "           ...   \n",
       "5049     0.000001\n",
       "84882    0.000001\n",
       "4370     0.000001\n",
       "4226     0.000001\n",
       "6262     0.000001\n",
       "Name: trip_duration, Length: 6296, dtype: float64"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['trip_duration'].value_counts(normalize=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id                     object\n",
       "vendor_id               int64\n",
       "pickup_datetime        object\n",
       "dropoff_datetime       object\n",
       "passenger_count         int64\n",
       "pickup_longitude      float64\n",
       "pickup_latitude       float64\n",
       "dropoff_longitude     float64\n",
       "dropoff_latitude      float64\n",
       "store_and_fwd_flag     object\n",
       "trip_duration           int64\n",
       "dtype: object"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "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>vendor_id</th>\n",
       "      <th>passenger_count</th>\n",
       "      <th>pickup_longitude</th>\n",
       "      <th>pickup_latitude</th>\n",
       "      <th>dropoff_longitude</th>\n",
       "      <th>dropoff_latitude</th>\n",
       "      <th>trip_duration</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>7.293220e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>1.535403</td>\n",
       "      <td>1.662055</td>\n",
       "      <td>-73.973513</td>\n",
       "      <td>40.750919</td>\n",
       "      <td>-73.973422</td>\n",
       "      <td>40.751775</td>\n",
       "      <td>9.522291e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>0.498745</td>\n",
       "      <td>1.312446</td>\n",
       "      <td>0.069754</td>\n",
       "      <td>0.033594</td>\n",
       "      <td>0.069588</td>\n",
       "      <td>0.036037</td>\n",
       "      <td>3.864626e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-121.933342</td>\n",
       "      <td>34.712234</td>\n",
       "      <td>-121.933304</td>\n",
       "      <td>32.181141</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-73.991859</td>\n",
       "      <td>40.737335</td>\n",
       "      <td>-73.991318</td>\n",
       "      <td>40.735931</td>\n",
       "      <td>3.970000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-73.981758</td>\n",
       "      <td>40.754070</td>\n",
       "      <td>-73.979759</td>\n",
       "      <td>40.754509</td>\n",
       "      <td>6.630000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>-73.967361</td>\n",
       "      <td>40.768314</td>\n",
       "      <td>-73.963036</td>\n",
       "      <td>40.769741</td>\n",
       "      <td>1.075000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>-65.897385</td>\n",
       "      <td>51.881084</td>\n",
       "      <td>-65.897385</td>\n",
       "      <td>43.921028</td>\n",
       "      <td>1.939736e+06</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           vendor_id  passenger_count  pickup_longitude  pickup_latitude  \\\n",
       "count  729322.000000    729322.000000     729322.000000    729322.000000   \n",
       "mean        1.535403         1.662055        -73.973513        40.750919   \n",
       "std         0.498745         1.312446          0.069754         0.033594   \n",
       "min         1.000000         0.000000       -121.933342        34.712234   \n",
       "25%         1.000000         1.000000        -73.991859        40.737335   \n",
       "50%         2.000000         1.000000        -73.981758        40.754070   \n",
       "75%         2.000000         2.000000        -73.967361        40.768314   \n",
       "max         2.000000         9.000000        -65.897385        51.881084   \n",
       "\n",
       "       dropoff_longitude  dropoff_latitude  trip_duration  \n",
       "count      729322.000000     729322.000000   7.293220e+05  \n",
       "mean          -73.973422         40.751775   9.522291e+02  \n",
       "std             0.069588          0.036037   3.864626e+03  \n",
       "min          -121.933304         32.181141   1.000000e+00  \n",
       "25%           -73.991318         40.735931   3.970000e+02  \n",
       "50%           -73.979759         40.754509   6.630000e+02  \n",
       "75%           -73.963036         40.769741   1.075000e+03  \n",
       "max           -65.897385         43.921028   1.939736e+06  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "numerical_cols = ['vendor_id','passenger_count','pickup_longitude','pickup_latitude','dropoff_longitude','dropoff_latitude','trip_duration']\n",
    "df[numerical_cols].describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>vendor_id</th>\n",
       "      <th>passenger_count</th>\n",
       "      <th>pickup_longitude</th>\n",
       "      <th>pickup_latitude</th>\n",
       "      <th>dropoff_longitude</th>\n",
       "      <th>dropoff_latitude</th>\n",
       "      <th>trip_duration</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>vendor_id</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.286463</td>\n",
       "      <td>0.008198</td>\n",
       "      <td>0.002861</td>\n",
       "      <td>0.002371</td>\n",
       "      <td>0.005259</td>\n",
       "      <td>0.027752</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>passenger_count</th>\n",
       "      <td>0.286463</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.001163</td>\n",
       "      <td>-0.004696</td>\n",
       "      <td>-0.000027</td>\n",
       "      <td>-0.003944</td>\n",
       "      <td>0.013022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pickup_longitude</th>\n",
       "      <td>0.008198</td>\n",
       "      <td>0.001163</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.047635</td>\n",
       "      <td>0.780647</td>\n",
       "      <td>0.118473</td>\n",
       "      <td>0.035447</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pickup_latitude</th>\n",
       "      <td>0.002861</td>\n",
       "      <td>-0.004696</td>\n",
       "      <td>0.047635</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.119970</td>\n",
       "      <td>0.479352</td>\n",
       "      <td>-0.038163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dropoff_longitude</th>\n",
       "      <td>0.002371</td>\n",
       "      <td>-0.000027</td>\n",
       "      <td>0.780647</td>\n",
       "      <td>0.119970</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.149598</td>\n",
       "      <td>0.020664</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dropoff_latitude</th>\n",
       "      <td>0.005259</td>\n",
       "      <td>-0.003944</td>\n",
       "      <td>0.118473</td>\n",
       "      <td>0.479352</td>\n",
       "      <td>0.149598</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.028283</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>trip_duration</th>\n",
       "      <td>0.027752</td>\n",
       "      <td>0.013022</td>\n",
       "      <td>0.035447</td>\n",
       "      <td>-0.038163</td>\n",
       "      <td>0.020664</td>\n",
       "      <td>-0.028283</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   vendor_id  passenger_count  pickup_longitude  \\\n",
       "vendor_id           1.000000         0.286463          0.008198   \n",
       "passenger_count     0.286463         1.000000          0.001163   \n",
       "pickup_longitude    0.008198         0.001163          1.000000   \n",
       "pickup_latitude     0.002861        -0.004696          0.047635   \n",
       "dropoff_longitude   0.002371        -0.000027          0.780647   \n",
       "dropoff_latitude    0.005259        -0.003944          0.118473   \n",
       "trip_duration       0.027752         0.013022          0.035447   \n",
       "\n",
       "                   pickup_latitude  dropoff_longitude  dropoff_latitude  \\\n",
       "vendor_id                 0.002861           0.002371          0.005259   \n",
       "passenger_count          -0.004696          -0.000027         -0.003944   \n",
       "pickup_longitude          0.047635           0.780647          0.118473   \n",
       "pickup_latitude           1.000000           0.119970          0.479352   \n",
       "dropoff_longitude         0.119970           1.000000          0.149598   \n",
       "dropoff_latitude          0.479352           0.149598          1.000000   \n",
       "trip_duration            -0.038163           0.020664         -0.028283   \n",
       "\n",
       "                   trip_duration  \n",
       "vendor_id               0.027752  \n",
       "passenger_count         0.013022  \n",
       "pickup_longitude        0.035447  \n",
       "pickup_latitude        -0.038163  \n",
       "dropoff_longitude       0.020664  \n",
       "dropoff_latitude       -0.028283  \n",
       "trip_duration           1.000000  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.corr()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pickup_latitude\n",
       "34.712234    -75.354332\n",
       "35.310307    -72.074333\n",
       "37.389381   -121.933342\n",
       "37.777771    -77.896019\n",
       "38.898849    -77.039436\n",
       "                ...    \n",
       "42.458942    -70.511902\n",
       "43.139652    -72.591019\n",
       "43.486885    -74.195145\n",
       "43.911762    -71.881645\n",
       "51.881084    -72.809669\n",
       "Name: pickup_longitude, Length: 39776, dtype: float64"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.groupby('pickup_latitude')['pickup_longitude'].mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>vendor_id</th>\n",
       "      <th>passenger_count</th>\n",
       "      <th>pickup_longitude</th>\n",
       "      <th>pickup_latitude</th>\n",
       "      <th>dropoff_longitude</th>\n",
       "      <th>dropoff_latitude</th>\n",
       "      <th>trip_duration</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>7.293220e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>1.535403</td>\n",
       "      <td>1.662055</td>\n",
       "      <td>-73.973513</td>\n",
       "      <td>40.750919</td>\n",
       "      <td>-73.973422</td>\n",
       "      <td>40.751775</td>\n",
       "      <td>9.522291e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>0.498745</td>\n",
       "      <td>1.312446</td>\n",
       "      <td>0.069754</td>\n",
       "      <td>0.033594</td>\n",
       "      <td>0.069588</td>\n",
       "      <td>0.036037</td>\n",
       "      <td>3.864626e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-121.933342</td>\n",
       "      <td>34.712234</td>\n",
       "      <td>-121.933304</td>\n",
       "      <td>32.181141</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-73.991859</td>\n",
       "      <td>40.737335</td>\n",
       "      <td>-73.991318</td>\n",
       "      <td>40.735931</td>\n",
       "      <td>3.970000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-73.981758</td>\n",
       "      <td>40.754070</td>\n",
       "      <td>-73.979759</td>\n",
       "      <td>40.754509</td>\n",
       "      <td>6.630000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>-73.967361</td>\n",
       "      <td>40.768314</td>\n",
       "      <td>-73.963036</td>\n",
       "      <td>40.769741</td>\n",
       "      <td>1.075000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>-65.897385</td>\n",
       "      <td>51.881084</td>\n",
       "      <td>-65.897385</td>\n",
       "      <td>43.921028</td>\n",
       "      <td>1.939736e+06</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           vendor_id  passenger_count  pickup_longitude  pickup_latitude  \\\n",
       "count  729322.000000    729322.000000     729322.000000    729322.000000   \n",
       "mean        1.535403         1.662055        -73.973513        40.750919   \n",
       "std         0.498745         1.312446          0.069754         0.033594   \n",
       "min         1.000000         0.000000       -121.933342        34.712234   \n",
       "25%         1.000000         1.000000        -73.991859        40.737335   \n",
       "50%         2.000000         1.000000        -73.981758        40.754070   \n",
       "75%         2.000000         2.000000        -73.967361        40.768314   \n",
       "max         2.000000         9.000000        -65.897385        51.881084   \n",
       "\n",
       "       dropoff_longitude  dropoff_latitude  trip_duration  \n",
       "count      729322.000000     729322.000000   7.293220e+05  \n",
       "mean          -73.973422         40.751775   9.522291e+02  \n",
       "std             0.069588          0.036037   3.864626e+03  \n",
       "min          -121.933304         32.181141   1.000000e+00  \n",
       "25%           -73.991318         40.735931   3.970000e+02  \n",
       "50%           -73.979759         40.754509   6.630000e+02  \n",
       "75%           -73.963036         40.769741   1.075000e+03  \n",
       "max           -65.897385         43.921028   1.939736e+06  "
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "passenger_count\n",
       "0    1.424242\n",
       "1    1.467961\n",
       "2    1.562347\n",
       "3    1.618045\n",
       "4    1.576157\n",
       "5    1.995530\n",
       "6    1.997055\n",
       "7    2.000000\n",
       "9    2.000000\n",
       "Name: vendor_id, dtype: float64"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.groupby('passenger_count')['vendor_id'].mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>vendor_id</th>\n",
       "      <th>passenger_count</th>\n",
       "      <th>pickup_longitude</th>\n",
       "      <th>pickup_latitude</th>\n",
       "      <th>dropoff_longitude</th>\n",
       "      <th>dropoff_latitude</th>\n",
       "      <th>trip_duration</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>7.293220e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>1.535403</td>\n",
       "      <td>1.662055</td>\n",
       "      <td>-73.973513</td>\n",
       "      <td>40.750919</td>\n",
       "      <td>-73.973422</td>\n",
       "      <td>40.751775</td>\n",
       "      <td>9.522291e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>0.498745</td>\n",
       "      <td>1.312446</td>\n",
       "      <td>0.069754</td>\n",
       "      <td>0.033594</td>\n",
       "      <td>0.069588</td>\n",
       "      <td>0.036037</td>\n",
       "      <td>3.864626e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-121.933342</td>\n",
       "      <td>34.712234</td>\n",
       "      <td>-121.933304</td>\n",
       "      <td>32.181141</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-73.991859</td>\n",
       "      <td>40.737335</td>\n",
       "      <td>-73.991318</td>\n",
       "      <td>40.735931</td>\n",
       "      <td>3.970000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-73.981758</td>\n",
       "      <td>40.754070</td>\n",
       "      <td>-73.979759</td>\n",
       "      <td>40.754509</td>\n",
       "      <td>6.630000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>-73.967361</td>\n",
       "      <td>40.768314</td>\n",
       "      <td>-73.963036</td>\n",
       "      <td>40.769741</td>\n",
       "      <td>1.075000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>-65.897385</td>\n",
       "      <td>51.881084</td>\n",
       "      <td>-65.897385</td>\n",
       "      <td>43.921028</td>\n",
       "      <td>1.939736e+06</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           vendor_id  passenger_count  pickup_longitude  pickup_latitude  \\\n",
       "count  729322.000000    729322.000000     729322.000000    729322.000000   \n",
       "mean        1.535403         1.662055        -73.973513        40.750919   \n",
       "std         0.498745         1.312446          0.069754         0.033594   \n",
       "min         1.000000         0.000000       -121.933342        34.712234   \n",
       "25%         1.000000         1.000000        -73.991859        40.737335   \n",
       "50%         2.000000         1.000000        -73.981758        40.754070   \n",
       "75%         2.000000         2.000000        -73.967361        40.768314   \n",
       "max         2.000000         9.000000        -65.897385        51.881084   \n",
       "\n",
       "       dropoff_longitude  dropoff_latitude  trip_duration  \n",
       "count      729322.000000     729322.000000   7.293220e+05  \n",
       "mean          -73.973422         40.751775   9.522291e+02  \n",
       "std             0.069588          0.036037   3.864626e+03  \n",
       "min          -121.933304         32.181141   1.000000e+00  \n",
       "25%           -73.991318         40.735931   3.970000e+02  \n",
       "50%           -73.979759         40.754509   6.630000e+02  \n",
       "75%           -73.963036         40.769741   1.075000e+03  \n",
       "max           -65.897385         43.921028   1.939736e+06  "
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "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>vendor_id</th>\n",
       "      <th>passenger_count</th>\n",
       "      <th>pickup_longitude</th>\n",
       "      <th>pickup_latitude</th>\n",
       "      <th>dropoff_longitude</th>\n",
       "      <th>dropoff_latitude</th>\n",
       "      <th>trip_duration</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>729322.000000</td>\n",
       "      <td>7.293220e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>1.535403</td>\n",
       "      <td>1.662055</td>\n",
       "      <td>-73.973513</td>\n",
       "      <td>40.750919</td>\n",
       "      <td>-73.973422</td>\n",
       "      <td>40.751775</td>\n",
       "      <td>9.522291e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>0.498745</td>\n",
       "      <td>1.312446</td>\n",
       "      <td>0.069754</td>\n",
       "      <td>0.033594</td>\n",
       "      <td>0.069588</td>\n",
       "      <td>0.036037</td>\n",
       "      <td>3.864626e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-121.933342</td>\n",
       "      <td>34.712234</td>\n",
       "      <td>-121.933304</td>\n",
       "      <td>32.181141</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-73.991859</td>\n",
       "      <td>40.737335</td>\n",
       "      <td>-73.991318</td>\n",
       "      <td>40.735931</td>\n",
       "      <td>3.970000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-73.981758</td>\n",
       "      <td>40.754070</td>\n",
       "      <td>-73.979759</td>\n",
       "      <td>40.754509</td>\n",
       "      <td>6.630000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>-73.967361</td>\n",
       "      <td>40.768314</td>\n",
       "      <td>-73.963036</td>\n",
       "      <td>40.769741</td>\n",
       "      <td>1.075000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>2.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>-65.897385</td>\n",
       "      <td>51.881084</td>\n",
       "      <td>-65.897385</td>\n",
       "      <td>43.921028</td>\n",
       "      <td>1.939736e+06</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           vendor_id  passenger_count  pickup_longitude  pickup_latitude  \\\n",
       "count  729322.000000    729322.000000     729322.000000    729322.000000   \n",
       "mean        1.535403         1.662055        -73.973513        40.750919   \n",
       "std         0.498745         1.312446          0.069754         0.033594   \n",
       "min         1.000000         0.000000       -121.933342        34.712234   \n",
       "25%         1.000000         1.000000        -73.991859        40.737335   \n",
       "50%         2.000000         1.000000        -73.981758        40.754070   \n",
       "75%         2.000000         2.000000        -73.967361        40.768314   \n",
       "max         2.000000         9.000000        -65.897385        51.881084   \n",
       "\n",
       "       dropoff_longitude  dropoff_latitude  trip_duration  \n",
       "count      729322.000000     729322.000000   7.293220e+05  \n",
       "mean          -73.973422         40.751775   9.522291e+02  \n",
       "std             0.069588          0.036037   3.864626e+03  \n",
       "min          -121.933304         32.181141   1.000000e+00  \n",
       "25%           -73.991318         40.735931   3.970000e+02  \n",
       "50%           -73.979759         40.754509   6.630000e+02  \n",
       "75%           -73.963036         40.769741   1.075000e+03  \n",
       "max           -65.897385         43.921028   1.939736e+06  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cols = ['vendor_id','passenger_count','pickup_longitude','pickup_latitude','dropoff_longitude','dropoff_latitude','trip_duration']\n",
    "df.groupby(['trip_duration'])[cols].mean()\n",
    "df[numerical_cols].describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "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": [
    "temp = np.log(df['pickup_latitude'] + 90 )\n",
    "sns.distplot(temp, kde = False, bins=10)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "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.distplot(df['pickup_longitude'], kde = False)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\pandas\\core\\series.py:679: RuntimeWarning: invalid value encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n"
     ]
    },
    {
     "data": {
      "image/png": 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VSS4GXrfvQJIJ4O+B51bVbUkeN/yNSc4BXgS8uKp+OmJVxJOA4xks13Bdks9X1bYRtf0h8JsMFqha2n3fld2xE4GnMViY7Wrg2Um2AR8eqveS6SesqmuSbAYur6rLun7Mdv3XAvdV1Qnd4mjf7tovBd4OvKCqfpLkbcAbgfNH9EeHEEfoWgx3VNXV3et/5OeX5j0ZuLKqbgOoquEHFbySwdOj/qiqftrjOl+qqrur6n8YLDTWZwng5wCXVNUDVfUD4OvAM7tj36qqqW7t7BuBlQxW6du9r17gIYG+n57L4GdCVW1nsMYKDH4uq4Grk9wIvBp44sO8lhrjCF2LYfoCQsPbmeH4PjczGD0vZ/CIPBg8aWbfwOTR+3Gd2cw15B/+I/IAg38/B7pw+v7Uva+uL1XV+gO8ng4BjtC1GFYk+e3u9XrgqqFj1wLPS3IswLQplxuAPwM2J/m1bt/3GDygAWD6Q51fmORxSY5g8Kbk1Yx2JfDSJId10z/PZe51sr8L/HqSld32S2dp99/AUUPbs9V9JfBygCTHAyd0+7cymOJ5cnfsMUmO69EfHUIMdC2GW4FXJ9kOPI6hh25X1R4GD+L+TJKbgE8Of2NVXQW8Gfh8N6/8N8Brk1zDYM572FXAxxlMj3y6x/w5wD8zmOa4CfgK8Naq+o/ZGnfTOa8DvpjkKuAHwL0zNN0EvCXJDUmeNEfdHwSO7H42b6X7Y9L9XM4ELumObWUw3SM9yOVztaC6kezlVXX8PF/nTGCyqs6Zz+t01zqyqn7cferlQuDfquq9831daTpH6NLDd3b3RuUO4GgGn3qRFpwjdB0ykjweeMjn2oFTD5FnpqpxBrokNcIpF0lqhIEuSY0w0CWpEQa6JDXi/wGza0TQJanrTQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "t = np.log(df['pickup_longitude']+70)\n",
    "sns.distplot(t, kde=False, bins=10)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\pandas\\core\\series.py:679: RuntimeWarning: invalid value encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\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": [
    "temp = np.log(df['dropoff_longitude']+100)\n",
    "sns.distplot(temp, kde=False, bins=12)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "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": [
    "temp = np.log(df['dropoff_latitude']+5)\n",
    "sns.distplot(temp, kde=False, bins=15)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\pandas\\core\\series.py:679: RuntimeWarning: invalid value encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\pandas\\core\\series.py:679: RuntimeWarning: invalid value encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Numerical Features\n",
    "fig, (ax1, ax2) = plt.subplots(ncols=2, figsize=(16, 6))\n",
    "xmin = 7\n",
    "xmax = 16\n",
    "# Current Month Average Balance\n",
    "temp = np.log(df['pickup_longitude'] + 100) # To account for negative values we add a constant value within log\n",
    "ax1.set_xlim([xmin,xmax])\n",
    "ax1.set(xlabel='log of average pickup longitude in current month')\n",
    "sns.distplot(temp, kde = False, bins = 1, ax = ax1)\n",
    "\n",
    "\n",
    "# Previous month average balance\n",
    "temp = np.log(df['dropoff_longitude'] + 100) # To account for negative values we add a constant value within log\n",
    "ax2.set_xlim([xmin,xmax])\n",
    "ax2.set(xlabel='log of average dropoff longitude in previous month')\n",
    "sns.distplot(temp, kde = False, bins = 5, ax = ax2)\n",
    "\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Numerical Features\n",
    "fig, (ax1, ax2) = plt.subplots(ncols=2, figsize=(16, 6))\n",
    "xmin = 7\n",
    "xmax = 16\n",
    "# Current Month Average Balance\n",
    "temp = np.log(df['pickup_latitude'] + 6000) # To account for negative values we add a constant value within log\n",
    "ax1.set_xlim([xmin,xmax])\n",
    "#ax1.set(xlabel='log of average balance of current month')\n",
    "sns.distplot(temp, kde = False, bins = 200, ax = ax1)\n",
    "\n",
    "\n",
    "# Current End of month average balance\n",
    "temp = np.log(df['dropoff_latitude'] + 6000) # To account for negative values we add a constant value within log\n",
    "ax2.set_xlim([xmin,xmax])\n",
    "#ax2.set(xlabel='log of month end balance of current  month')\n",
    "sns.distplot(temp, kde = False, bins = 200, ax = ax2)\n",
    "\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "pickup_cols = ['pickup_longitude','pickup_latitude','dropoff_latitude','dropoff_longitude']\n",
    "df1 = pd.DataFrame()\n",
    "for i in pickup_cols:\n",
    "    df1[str('log_')+ i] = np.log(df[i] + 6000)\n",
    "\n",
    "log_pickup_cols = df1.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "df1['trip_duration'] = df['trip_duration']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 20 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df1_no_trip = df1[df1['trip_duration'] == 0]\n",
    "sns.pairplot(df1_no_trip,vars=log_pickup_cols,plot_kws={'alpha':0.1})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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4TjVhSZIkScOvzNSGX4yIS4EbgBngvMz0C5ySJEnSCnVNxiPiYxz59M0pYB/wzoggM59fVXCSJEnSMCtyZ/yKyqOQJEmSRlDXZDwzPwUQEVuBezJzprW+AfjpasOTJEmShleZL3BeBSy0rTdaZZIkSZJWoEwyPp6Zc4srrd/XddspIi6LiG9ExG0RsSsiJpeoc2FEfLNV7/1t5f+tVfatiPiziIgS8UqSJElrWplkfDoiDn1ZMyIuAO472g6teckvBbZl5hOAGrC9o86pwBuAp2Xm44HXtMrPBp4GPBF4AvAU4JdKxCtJkiStaWWewPnbwN9GxJ8DAfwr8OKC59gQEXWaM7Hc3bH9ZcA7MvNHAJl5b6s8gUmad98DmAD+rUS8kiRJ0ppWZp7x7wFnRcRDgMjM/QX2uSsirgD2AAeBGzLzho5qpwFExOdo3jl/U2Z+IjNvjoibgHtoJuN/npnfKhqvJEmStNYVmWf84sx8X0S8tqMcgMx861H2PQG4ANgK7AWuWjxeRwynAs8AHgl8JiKeADwM+NlWGcCNEfH0zPx0xzkuAS4BePSjH92tOdKaYL/VoLHPatDYZzUoiowZ39j6uWmZ5WjOBW7PzOnMrAPXAmd31LkT+Ehm1jPzduDbNJPz/wB8PjN/nJk/Bj4OnNV5gszcmZnbMnPbli1bCjRH6j/7rQaNfVaDxj6rQVFknvG/av38gxUcfw/NoS1TNIepnAPs7qjzYeAi4N0R8TCaw1a+D5wCvCwi/pjmMJVfAv6fFcQgSZIkrUmFZ1OJiFMi4mMRMR0R90bERyLilKPtk5m3AFcDtwJfb51vZ0Rc3jYzy/XADyPim8BNwOsy84et/b7X2u+rwFcz82NlGyhJkiStVWVmU3k/8A6aw0egOUXhLuCpR9spM3cAOzqK39i2PYHXtpb2/RrAy0vEJ0mSJA2UMvOMR2ZemZnzreV9NKcflCRJkrQCZe6M3xQRrwc+QDMJfxFwXUQ8FCAz768gPkmSJGlolUnGX9T62Tl05DdoJudHHT8uSZIk6UhlHvqz9WjbI+K8zLzx2EOSJEmSRkOZMePdvKWHx5IkSZKGXi+T8ejhsSRJkqShV2bMeDfOrLKEk19/Xel97njzcyuIZDT4ekuSpEHSyzvjkiRJkkroZTJ+Rw+PJUmSJA29wsNUIuIFSxTvA76emfdm5lLbJUmSJC2jzJjx3wT+PXBTa/0ZwOeB0yLi8sy8ssexSZIkSUOtTDK+APxsZv4bQET8NPAXwFOBTwMm45IkSVIJZcaMn7yYiLfcC5yWmfcD9d6GJUmSJA2/MnfGPxMRfwdc1Vp/IfDpiNgI7O15ZJIkSdKQK5OMvwp4AfALNB/w8x7gmsxM4JkVxCZJkiQNtcLJeGZmRHwWmKP5gJ8vtBJxSZIkSStQeMx4RFwIfIHm8JQLgVsi4oVVBSZJkiQNuzLDVH4PeEpm3gsQEVuAfwCuriIwSZIkadiVmU1lbDERb/lhyf0lSZIktSlzZ/wTEXE9sKu1/iLg73sfkiRJkjQaynyB83UR8R+Bp9GcTWVnZn6ossgkSZKkIVfmzjiZeQ1wTUWxSJIkSSOlazIeEftpTmX4oE00Zzzc3POoJEmSpBHQNRnPzE2rEYgkSZI0apwNRZIkSeoTk3FJkiSpT0zGJUmSpD4xGZckSZL6pNTUhisREZcBv0VzRpavAy/NzJmOOhcCb2rV+Wpm/npEPBN4W1u1xwHbM/PDVces5Z38+utK73PHm5+7KueRJEkaNJUm4xFxEnApcHpmHoyIDwLbgXe31TkVeAPwtMz8UUQ8HCAzbwLOaNV5KPD/ATdUGa8kSZK0mlZjmMo4sCEixoEp4O6O7S8D3pGZPwLIzHuXOMYLgY9n5oFKI5UkSZJWUaXJeGbeBVwB7AHuAfZlZufd7dOA0yLicxHx+Yg4f4lDbQd2VRmrJEmStNoqTcYj4gTgAmArcCKwMSIu7qg2DpwKPAO4CPibiDi+7Rg/A/wccP0y57gkInZHxO7p6eneN0KqgP1Wg8Y+q0Fjn9WgqHqYyrnA7Zk5nZl14Frg7I46dwIfycx6Zt4OfJtmcr7oQuBDrf0fJDN3Zua2zNy2ZcuWCpog9Z79VoPGPqtBY5/VoKg6Gd8DnBURUxERwDnAtzrqfBh4JkBEPIzmsJXvt22/CIeoSJIkaQhVPWb8FuBq4Faa0xqOATsj4vKIeH6r2vXADyPim8BNwOsy84cAEXEy8CjgU1XGKUmSJPVD5fOMZ+YOYEdH8Rvbtifw2tbSue8dwElVxidJkiT1i0/glCRJkvrEZFySJEnqE5NxSZIkqU9MxiVJkqQ+MRmXJEmS+sRkXJIkSeoTk3FJkiSpT0zGJUmSpD4xGZckSZL6xGRckiRJ6hOTcUmSJKlPTMYlSZKkPjEZlyRJkvokMrPfMfRMREwD/1LR4R8G3FfRsY/VWo4N1nZ8ZWK7LzPP73UAFffb5azla3KsbNth9tnBMKxtW0m7BrHPruXrZ2wrt2r5wVAl41WKiN2Zua3fcSxlLccGazu+tRxblYa53bZtOA1z24e1bcPark5ruZ3GtnKrGZ/DVCRJkqQ+MRmXJEmS+sRkvLid/Q7gKNZybLC241vLsVVpmNtt24bTMLd9WNs2rO3qtJbbaWwrt2rxOWZckiRJ6hPvjEuSJEl9YjIuSZIk9YnJuCRJktQnJuOSJElSnwxVMn7++ecn4OJS1VIJ+61LhUsl7LMuFS6VsM+6VLwck6FKxu+7by0/VVVamv1Wg8Y+q0Fjn9VaNlTJuCRJkjRITMYlSZKkPjEZlyRJkvrEZFySJEnqE5NxSZIkqU9MxiVJkqQ+Ge93AJI0yk5+/XWl97njzc+tIBJJUj94Z1ySJEnqE5NxSZIkqU9MxiVJkqQ+MRmXJEmS+sRkXJIkSeoTk3FJkiSpT0zGJUmSpD4xGZckSZL6xGRckiRJ6hOTcUmSJKlPTMYlSZKkPjEZlyRJkvrEZFySJEnqE5NxSZIkqU9MxiVJkqQ+MRmXJEmS+sRkXJIkSeoTk3FJkiSpT0zGJUmSpD6pPBmPiMsi4hsRcVtE7IqIyY7tb4uIr7SW70TE3lb5GRFxc2vfr0XEi6qOVZIkSVpN41UePCJOAi4FTs/MgxHxQWA78O7FOpl5WVv9VwNPbq0eAF6cmd+NiBOBL0XE9Zm5t8qYJUmSpNWyGsNUxoENETEOTAF3H6XuRcAugMz8TmZ+t/X73cC9wJaKY5UkSZJWTaXJeGbeBVwB7AHuAfZl5g1L1Y2IxwBbgU8use3ngXXA96qLVpIkSVpdlSbjEXECcAHNJPtEYGNEXLxM9e3A1ZnZ6DjGzwBXAi/NzIUlznFJROyOiN3T09O9bYBUEfutBo19VoPGPqtBUfUwlXOB2zNzOjPrwLXA2cvU3U5riMqiiNgMXAf8fmZ+fqmdMnNnZm7LzG1btjiKRYPBfqtBY5/VoLHPalBUnYzvAc6KiKmICOAc4FudlSLiscAJwM1tZeuADwHvzcyrKo5TkiRJWnVVjxm/BbgauBX4eut8OyPi8oh4flvVi4APZGa2lV0IPB34L21TH55RZbySJEnSaio1tWFEbAAenZnfLrpPZu4AdnQUv7GjzpuW2O99wPvKxCdJkiQNksJ3xiPiV4GvAJ9orZ8RER+tKjBJkiRp2JUZpvIm4OeBvQCZ+RXg5N6HJEmSJI2GMsn4fGbuqywSSZIkacSUGTN+W0T8OlCLiFNpPub+n6sJS5IkSRp+Ze6Mvxp4PDBLcz7wB4DXVBGUJEmSNAoK3xnPzAPA77UWSZIkSceoazIeER8Dcrntmfn85bZJkiRJWl6RO+NXtH6+AHgEh+f+vgi4o4KYJEmSpJHQNRnPzE8BRMQfZubT2zZ9LCI+XVlkkiRJ0pAr8wXOLRFxyuJKRGwFtvQ+JEmSJGk0lJna8DLgnyLi+631k4GX9zwiSZIkaUSUmU3lE635xR/XKvpfmTlbTViSJEnS8CucjEfEizuKnhQRZOZ7exyTJEmSNBLKDFN5Stvvk8A5wK2AybgkSZK0AmWGqby6fT0ijgOu7HlEkiRJ0ogoM5tKpwPAqb0KRJIkSRo1ZcaMtz+Jcww4HbiqiqAkSZKkUVBmzPgVbb/PA/+SmXf2OB5JkiRpZJQZpvKczPxUa/lcZt4ZEW+pLDJJkiRpyJVJxs9bouzZvQpEkiRJGjVdh6lExCuAVwKnRMTX2jZtAj5XVWCSJEnSsCsyZvz9wMeBPwZe31a+PzPvryQqSZIkaQQUScYzM++IiFd1boiIh5qQS5IkSStT9M7484Av0ZzaMNq2JXBKBXFJ6nDy668rvc8db35uBZH0z0peA0mS1rKuyXhmPq/1c2v14UiSJEmjo/BsKhHxj0XKJEmSJBVTZDaVSWAKeFhEnMDhYSqbgRMrjE2SJEkaakXGjL8ceA3NxPtLHE7GHwDeUVFckiRJ0tDrOkwlM/+0NV78/8zMUzJza2t5Umb+ebf9I+KyiPhGRNwWEbtad9rbt78tIr7SWr4TEXvbtn0iIvZGxN+tqHWSJEnSGlbkzjgAmfn2iHgCcDow2Vb+3uX2iYiTgEuB0zPzYER8ENgOvLtt/8va6r8aeHLbIf47zSEyLy8apyRJkjQoynyBcwfw9tbyTOC/Ac8vsOs4sCEixmkm1ncfpe5FwK7Flcz8R2B/0RglSZKkQVI4GQdeCJwD/CAzXwo8CVh/tB0y8y7gCmAPcA+wLzNvWKpuRDwG2Ap8skRMRMQlEbE7InZPT0+X2VXqG/utBo19VoPGPqtBUSYZP5iZC8B8RGwG7qXLA39as69cQDPJPhHYGBEXL1N9O3B1ZjZKxERm7szMbZm5bcuWLWV2lfrGfqtBY5/VoLHPalCUScZ3R8TxwF/TnFXlVuALXfY5F7g9M6czsw5cC5y9TN3ttA1RkSRJkoZdmS9wvrL1619GxCeAzZn5tS677QHOiogp4CDNYS67OytFxGOBE4Cbi8YjSZIkDboiD/0582jbMvPW5bZn5i0RcTXNu+jzwJeBnRFxObA7Mz/aqnoR8IHMzI7jfwZ4HPCQiLgT+M3MvL5bzJIkSdIgKHJn/E+Osi2BXz7azpm5A9jRUfzGjjpvWmbfXywQnyRJkjSQuibjmfnMIgeKiPMy88ZjD0mSJEkaDWW+wNnNW3p4LEmSJGno9TIZjx4eS5IkSRp6vUzGs3sVSZIkSYt6mYxLkiRJKqHwPOMF3NHDY1XmgQNz7J+rUyOYWjfOWG2Mmdk6CxFM1sZYN1FjfiEZHwsmJ2rHfL6ZeuOI43WuD7rVbk+385WNZ9iuh7RWFH1vDft7sL19wIrbWuRvybH8vVmsu9BYYKw2tuIYD8zOk8DG9ePLxrVWrWZ+UOT6DTrzg+IKJ+MRMQm8EvgFmkNSPgv8RWbOAGTmCyqJsIfuvP8n3LNvhgNzDX48W2fDunE21oLZBdiwrkZjYYEN68Z5xHEbAJitNzhuat2Kz7fvwBwz8wuH1u/bP8PE+OELeqzH77fO9lXdnm7nKxvPascvjYqi761hfw+2t2//TJ3MZPOGZvvKtLXI3xJgxX9vFo//wME5ZueTyYkxNk1OlI5x+sezzNSbMawfDx6+afJBca3Va7ya+cFS/R4G43UqyvygnDLDVN4LPB54O/DnwM8CV1YRVBUeODDHD39S58Bcg7nGAvVG8oO9B7nzgRkamew9WOdgfYG9B+ocmJsDmm+MmdabpKyZeuOIC1lvNNh7cP6I4x3L8futs31QbXu6na9sPKsdvzQqir63hv092N6+eqPBTH2B2fk8/JlVsK1F/pbsn62z92D9iH32Hpyn3uj+92bx+DP1BrPz2SpbaMZcIsb9s/VDiTjA7HwyvX+G/bP1I+uuwWu8mvnBUv2+8/ody/HXAvOD8soMU3lsZj6pbf2miPhqrwOqykxjgcZC88VtLDQ/cOYzqS0kC5k0FpKxgLEI5uaTxX8AzS+s7HupnfvNN/KIcy9Xb1AsF3dV7el2vrLxrHb80qgo+t4a9vdgezsWP//hyL8BRdpa5G/JfCNpr3bob1wjaf/f9aXOt1j2oL9NrX2LxtjexkWzjWS8I4bl4uin1cwPlrwGHdfvaCc8JF0AACAASURBVHUHgflBeWXujH85Is5aXImIpwKf631I1ZisjVEbaza31hq7Nx7B+FgwFkGt9RNg3fjhWRoXx/mV1bnfeC2OOPexHr/flou7qvZ0O1/ZeFY7fmlUFH1vDft7sL0di5//cOTfgCJtLfK3ZLwWR6wf+htX6/6aL5Y96G9T7eifrZ3H6DwXwPra0uVr7RqvZn6w5DXouH7Hcvy1wPygvDJ3xp8KvDgi9rTWHw18KyK+DmRmPrHn0fXQ5ql1/NRMnbn5BszBXC14xPEbDo0Je8iG8UNjwqbWNf/ZOzk+tuJB+5MTNWbb/qtjolbj+A0cMYbvWI7fb53tg2rb0+18ZeNZ7filUVH0vTXs78H29k3UakxOLJCZhz+zCra1yN+STesngMNjjicnatSiWffQcZY53+LxAebmG4fGjE/UaqVi3LR+gpn6whFjxrcsMWZ8LV7j1cwPlur3ndfvWI6/FpgflFcmGT+/sihWySMfupHNkxOr9m3p46bWsf6Ib+NODtW3pR/cvmrb0+18ZeNZ7filUVH0vTXs78H29h23oZlwraStRf+WrPTvzeLxN64fX/FsKsdNrWP9RG3J2VQG4RqvZn6wXL8fhNepKPODcsok40sOlsnMPUuVr1Wbp9axueMbsQ9Z38sZHo+01N2gYbLa7el2vrLxDNv1kNaKou+tYX8P9qp9Rf6WHMvfm17EOTlRKxTXWrWa+cEgv05FmR8UV6aXXUczIQ9gEtgKfJvmDCuSJEmSSiqcjGfmz7WvR8SZwMt7HpEkSZI0IsrMpnKEzLwVeEoPY5EkSZJGSpkncL62bXUMOBOY7nlEkiRJ0ogoM2Z8U9vv8zTHkF/T23AkSZKk0VEmGX9PZt7RXhARTwG+2NOIJEmSpBFRZsz4NRFx0uJKRPwS8K7ehyRJkiSNhjLJ+G8DH46IR0TEc4A/BZ5TTViSJEnS8CszteEXI+JS4AZgBjgvM/0CpyRJkrRCXZPxiPgYRz59cwrYB7wzIsjM51cVnCRJkjTMitwZv6LyKCRJkqQR1DUZz8xPAUTEVuCezJxprW8Afrra8CRJkqThVeYLnFcBC23rjVaZJEmSpBUok4yPZ+bc4krr93W9D0mSJEkaDWWS8emIOPRlzYi4ALiv9yFJkiRJo6HsPOP/V0TsiYh/BX4XeHm3nSLisoj4RkTcFhG7ImKyY/vbIuIrreU7EbG3bdtLIuK7reUlJWKVJEmS1rwy84x/DzgrIh4CRGbu77ZP64mdlwKnZ+bBiPggsB14d9txL2ur/2rgya3fHwrsALbRnFrxSxHx0cz8UdGYJUmSpLWsyDzjF2fm+yLitR3lAGTmWwucY0NE1GnOUX73UepeRDMBB/gV4MbMvL91vhuB84Fd3WKWJEmSBkGRYSobWz83LbMsKzPvojlP+R7gHmBfZt6wVN2IeAywFfhkq+gk4F/bqtzZKuvc75KI2B0Ru6enfSCoBoP9VoPGPqtBY5/VoCgyz/hftX7+QdmDR8QJwAU0k+y9wFWLd9qXqL4duDozG4u7LxXOEvHtBHYCbNu27UHbpbXIfqtBY5/VoLHPalAU/gJnRJwSER+LiOmIuDciPhIRp3TZ7Vzg9syczsw6cC1w9jJ1t3PkEJQ7gUe1rT+Sow9xkSRJkgZKmdlU3g98EPgZ4ESaD/zpNn57D80vfU5Fc5D5OcC3OitFxGOBE4Cb24qvB54VESe07rA/q1UmSZIkDYUyyXhk5pWZOd9a3scSw0baZeYtwNXArcDXW+fbGRGXt89ZTvOLmx/IzGzb937gD4EvtpbLF7/MKUmSJA2DwlMbAjdFxOuBD9BMwl8EXNeagpDlEuXM3MHhGVIWvbGjzpuW2fddwLtKxChJkiQNjDLJ+ItaPzsf9PMbNJPzbuPHJUmSJLUp89CfrUfbHhHnZeaNxx6SJEmSNBrKjBnv5i09PJYkSZI09HqZjC81L7gkSZKkZfQyGXdCfUmSJKmEXibjkiRJkkroZTJ+Rw+PJUmSJA29wrOpRMQLlijeB3w9M+/NzKW2S5IkSVpGmXnGfxP498BNrfVnAJ8HTouIyzPzyh7HJkmSJA21Msn4AvCzmflvABHx08BfAE8FPg2YjEuSJEkllBkzfvJiIt5yL3BaZt4P1HsbliRJkjT8ytwZ/0xE/B1wVWv9hcCnI2IjsLfnkUmSJElDrkwy/irgBcAv0HzAz3uAazIzgWdWEJskSZI01Aon45mZEfFZYI7mA36+0ErEJUmSJK1A4THjEXEh8AWaw1MuBG6JiBdWFZgkSZI07MoMU/k94CmZeS9ARGwB/gG4uorAJEmSpGFXZjaVscVEvOWHJfeXJEmS1KbMnfFPRMT1wK7W+ouAv+99SJIkSdJoKPMFztdFxH8EnkZzNpWdmfmhyiKTJEmShlyZO+Nk5jXANRXFIkmSJI2Ursl4ROynOZXhgzbRnPFwc8+jkiRJkkZA12Q8MzetRiCSJEnSqHE2FEmSJKlPTMYlSZKkPjEZlyRJkvrEZFySJEnqE5NxSZIkqU8qT8Yj4rKI+EZE3BYRuyJicok6F0bEN1v13t9W/pbWfrdFxIuqjlWSJElaTaUe+lNWRJwEXAqcnpkHI+KDwHbg3W11TgXeADwtM38UEQ9vlT8XOBM4A1gPfCoiPp6ZD1QZsyRJkrRaVmOYyjiwISLGgSng7o7tLwPekZk/AsjMe1vlpwOfysz5zPwJ8FXg/FWIV5IkSVoVlSbjmXkXcAWwB7gH2JeZN3RUOw04LSI+FxGfj4jFhPurwLMjYioiHgY8E3hUlfFKkiRJq6nSZDwiTgAuALYCJwIbI+LijmrjwKnAM4CLgL+JiONbSfvfA/8M7AJuBuaXOMclEbE7InZPT09X1hapl+y3GjT2WQ0a+6wGRdXDVM4Fbs/M6cysA9cCZ3fUuRP4SGbWM/N24Ns0k3My848y84zMPA8I4LudJ8jMnZm5LTO3bdmypdLGSL1iv9Wgsc9q0NhnNSiqTsb3AGe1hpoEcA7wrY46H6Y5BIXWcJTTgO9HRC0ifqpV/kTgiUDnEBdJkiRpYFU6m0pm3hIRVwO30hxi8mVgZ0RcDuzOzI8C1wPPiohvAg3gdZn5w9YUiJ9p5vA8AFycmQ8apiJJkiQNqkqTcYDM3AHs6Ch+Y9v2BF7bWtr3m6E5o4okSZI0lHwCpyRJktQnJuOSJElSn5iMS5IkSX1iMi5JkiT1icm4JEmS1Ccm45IkSVKfmIxLkiRJfWIyLkmSJPWJybgkSZLUJybjkiRJUp+YjEuSJEl9YjIuSZIk9YnJuCRJktQnJuOSJElSn5iMS5IkSX1iMi5JkiT1icm4JEmS1CeRmf2OoWciYhr4l4oO/zDgvoqOfazWcmywtuMrE9t9mXl+rwOouN8uZy1fk2Nl2w6zzw6GYW3bSto1iH12LV8/Y1u5VcsPhioZr1JE7M7Mbf2OYylrOTZY2/Gt5diqNMzttm3DaZjbPqxtG9Z2dVrL7TS2lVvN+BymIkmSJPWJybgkSZLUJybjxe3sdwBHsZZjg7Ud31qOrUrD3G7bNpyGue3D2rZhbVentdxOY1u5VYvPMeOSJElSn3hnXJIkSeoTk3FJkiSpT0zGJUmSpD4xGZckSZL6ZKiS8fPPPz8BF5eqlkrYb10qXCphn3WpcKmEfdal4uWYDFUyft99a/mpqtLS7LcaNPZZDRr7rNayoUrGJUmSpEFiMi5JkiT1icm4JEmS1Ccm45IkSVKfmIxLkiRJfWIyLkmSJPXJeL8DkCRJg+Pk119Xep873vzcCiKRhoN3xiVJkqQ+MRmXJEmS+sRkXJIkSeoTk3FJkiSpT0zGJUmSpD4xGZckSZL6xGRckiRJ6hOTcUmSJKlPTMYlSZKkPjEZlyRJkvrEZFySJEnqE5NxSZIkqU9MxiVJkqQ+MRmXJEmS+sRkXJIkSeoTk3FJkiSpT0zGJUmSpD4xGZckSZL6pPJkPCIui4hvRMRtEbErIiY7tr8tIr7SWr4TEXtb5WdExM2tfb8WES+qOlZJkiRpNY1XefCIOAm4FDg9Mw9GxAeB7cC7F+tk5mVt9V8NPLm1egB4cWZ+NyJOBL4UEddn5t4qY5YkSZJWy2oMUxkHNkTEODAF3H2UuhcBuwAy8zuZ+d3W73cD9wJbKo5VkiRJWjWVJuOZeRdwBbAHuAfYl5k3LFU3Ih4DbAU+ucS2nwfWAd+rLlpJkiRpdVWajEfECcAFNJPsE4GNEXHxMtW3A1dnZqPjGD8DXAm8NDMXljjHJRGxOyJ2T09P97YBUkXstxo09lkNGvusBkXVw1TOBW7PzOnMrAPXAmcvU3c7rSEqiyJiM3Ad8PuZ+fmldsrMnZm5LTO3bdniKBYNBvutBo19VoPGPqtBUXUyvgc4KyKmIiKAc4BvdVaKiMcCJwA3t5WtAz4EvDczr6o4TkmSJGnVlUrGI2JDK3EuJDNvAa4GbgW+3jrfzoi4PCKe31b1IuADmZltZRcCTwf+S9vUh2eUiVeSJElaywpPbRgRv0rzy5jrgK2txPjyzHz+0fbLzB3Ajo7iN3bUedMS+70PeF/R+CRJkqRBU+bO+JuAnwf2AmTmV4CTex+SJEmSNBrKJOPzmbmvskgkSZKkEVPmCZy3RcSvA7WIOJXmkzX/uZqwJEmSpOFX5s74q4HHA7M0pyB8AHhNFUFJkiRJo6DwnfHMPAD8XmuRJEmSdIy6JuMR8TEgl9vebTYVSZIkSUsrcmf8itbPFwCP4PB0gxcBd1QQkyRJkjQSuibjmfkpgIj4w8x8etumj0XEpyuLTJIkSRpyZb7AuSUiTllciYitwJbehyRJkiSNhjJTG14G/FNEfL+1fjLw8p5HJEmSJI2IMrOpfKI1v/jjWkX/KzNnqwlLkiRJGn6Fk/GIeHFH0ZMigsx8b49jkiRJkkZCmWEqT2n7fRI4B7gVMBmXJEmSVqDMMJVXt69HxHHAlT2PSJIkSRoRZWZT6XQAOLVXgUiSJEmjpsyY8fYncY4BpwNXVRGUJEmSNArKjBm/ou33eeBfMvPOHscjSZIkjYwyw1Sek5mfai2fy8w7I+ItlUUmSZIkDbkyyfh5S5Q9u1eBSJIkSaOm6zCViHgF8ErglIj4WtumTcDnqgpMkiRJGnZFxoy/H/g48MfA69vK92fm/ZVEJUmSJI2AIsl4ZuYdEfGqzg0R8VATckmSJGllit4Zfx7wJZpTG0bbtgROqSAuSZIkaeh1TcYz83mtn1urD0eSJEkaHWUe+vOPmXlOtzJJkgBOfv11pfe5483PrSCS/lrJ6yBpdBSZTWUSmAIeFhEncHiYymbgxApjkyRJkoZakTvjLwdeQzPx/hKHk/EHgHdUFJckSZI09IqMGf9T4E8j4tWZ+fZViEmSJEkaCYXHjGfm2yPiCcDpwGRb+XuPtl9EXAb8Fs2ZV74OvDQzZ9q2vw14Zmt1Cnh4Zh7f2vYJ4Czgs4tfJJUkSZKGRZkvcO4AnkEzGf974NnAZ4Flk/GIOAm4FDg9Mw9GxAeB7cC7F+tk5mVt9V8NPLntEP+dZoL+8qJxSpIkSYNirETdFwLnAD/IzJcCTwLWF9hvHNgQEeM0E+u7j1L3ImDX4kpm/iOwv0SMkiRJ0sAok4wfzMwFYD4iNgP30uWBP5l5F3AFsAe4B9iXmTcsVTciHgNsBT5ZIiZJkiRpYJVJxndHxPHAX9OcVeVW4AtH26E1FeIFNJPsE4GNEXHxMtW3A1dnZqNETETEJRGxOyJ2T09Pl9lV6hv7rQaNfVaDxj6rQVE4Gc/MV2bm3sz8S+A84CWt4SpHcy5we2ZOZ2YduBY4e5m622kbolIirp2ZuS0zt23ZsqXs7lJf2G81aOyzGjT2WQ2KIg/9OfNo2zLz1qPsvgc4KyKmgIM0x5zvXuI4jwVOAG7uGrEkSZI0JIrMpvInR9mWwC8vuzHzloi4muaQlnngy8DOiLgc2J2ZH21VvQj4QGZm+/4R8RngccBDIuJO4Dcz8/oCMUuSJElrXpGH/jyzWx2AiDgvM29cYv8dwI6O4jd21HnTMuf+xSLnliRJkgZRmS9wdvOWHh5LkiRJGnq9TMajh8eSJEmShl4vk/HsXkWSJEnSol4m45IkSZJK6JqMR8SvtX5u7VL1jl4EJEmSJI2KInfG39D6ec3RKmXmC449HEmSJGl0FJln/P6IuAnYGhEf7dyYmc/vfVjVeeDAHPvn6tQIptaNM1YbY2a2zkIEk7Ux1k3UmF9IxseCyYnaMZ9vpt444nid64NutdvT7Xxl4xmU61E0zkFpz0q1tw9YcVuLvC+P5b27WHehscBYbWzFMR6YnSeBjevHl41LUm+sZn5Q5DNn0JkfFFckGX8OcCZwJUd/ANCad+f9P+GefTMcmGvw49k6G9aNs7EWzC7AhnU1GgsLbFg3ziOO2wDAbL3BcVPrVny+fQfmmJlfOLR+3/4ZJsYPX9BjPX6/dbav6vZ0O1/ZeFY7/pUqGuegtGel2tu3f6ZOZrJ5Q7N9Zdpa5H0JrPi9u3j8Bw7OMTufTE6MsWlyonSM0z+eZabejGH9ePDwTZMPimvYrrHUL6uZHyz1WQ3D9d42PyinyDCVd2bm54G/zsxPdS6VRdZjDxyY44c/qXNgrsFcY4F6I/nB3oPc+cAMjUz2HqxzsL7A3gN1DszNAc03xkzrTVLWTL1xxIWsNxrsPTh/xPGO5fj91tk+qLY93c5XNp7Vjn+lisY5KO1Zqfb21RsNZuoLzM7n4etfsK1F3pf7Z+vsPVg/Yp+9B+epN7q/dxePP1NvMDufrbKFZswlYtw/Wz+UiAPMzifT+2fYP1s/su4QXWOpX1YzP1jqs7rzM+dYjr8WmB+UVyQZ/3cR8RjgP0XECRHx0Palssh6bKaxQGOh+eI2Fpp/JOczm/+VnEmj9RNgbv7wLI3zCyubsbFzv/lGHnHuYz1+vy0Xd1Xt6Xa+svGsdvwrVTTOQWnPSrW3Y/G9BEe+n4q0tcj7cr6RR6wf+rxodH/NF8se9D5vHL2fdh6j81wAs42ly4flGkv9spr5wZKfGx2fOcdy/LXA/KC8IsNU/hL4BHAK8CWOfLhPtsrXvMnaGLWx5r89aq3xpuMRjI8FYxHUxmAsmuXrxg83cXFsalmd+43X4ohzH+vx+225uKtqT7fzlY1nteNfqaJxDkp7Vqq9HYvvJTjy/VSkrUXel+O1oNF2U+TQ50Wt+2u+WPag93nt6P208xid5wJYX1u6fFiusdQvq5kfLPm50fGZcyzHXwvMD8rrmoxn5p8BfxYRf5GZr6gskoptnlrHT83UmZtvwBzM1YJHHL/h0Jiwh2wYPzQmbGpdc1zQ5PjYigftT07UmG37r46JWo3jN3DEuNNjOX6/dbYPqm1Pt/OVjWe141+ponEOSntWqr19E7UakxMLZObh61+wrUXel5vWTwCHx29OTtSoRbPuoeMsc77F4wPMzTcOjRmfqNVKxbhp/QQz9YUjxoxvWWLM+DBdY6lfVjM/WOqzuvMz51iOvxaYH5RX5M44AJn5ioh4EvCLraJPZ+bXqgmrGo986EY2T06s2relj5tax/ojvo07OVTfln5w+6ptT7fzlY1nteNfqaJxDkp7Vqq9fcdtaP7xWklbi74vV/reXTz+xvXjK55N5bipdayfqC05m8owX2OpX1YzP1jus3qY3tvmB+UUTsYj4lLgEuDaVtHfRsTOzHx7JZFVZPPUOjZ3fCP2IesLvwylLXUHc5isdnu6na9sPINyPYrGOSjtWaleta/I+/JY3ru9iHNyolYoLkm9sZr5wSi8t80PiivTy34LeGpm/gQgIt4C3AwMVDIuSZIkrRVFZlNZFED7vC4NjvwypyRJkqQSytwZ/x/ALRHxIZpJ+AXAOyuJSpIkSRoBZb7A+daI+CfgF1pFL83ML1cSlSRJkjQCygxTWRQ05xd3iIokSZJ0DAon4xHxRuA9wAnAw4D/ERG/X1VgkiRJ0rArM2b8IuDJmTkDEBFvBm4F/msVgUmSJEnDrswwlTuAybb19cD3ehqNJEmSNELK3BmfBb4RETfSHDN+HvDZiPgzgMy8tIL4JEmSpKFVJhn/UGtZ9E+9DUWSJEkaLWWmNnxPRKwDTmsVfTsz69WEJUmSJA2/wsl4RDyD5mwqd9Cc1vBREfGSzPx0NaFJkiRJw63MMJU/AZ6Vmd8GiIjTgF3Av6siMEmSJGnYlZlNZWIxEQfIzO8AE70PSZIkSRoNZZLx3RHxzoh4Rmv5a+BL3XaKiMsi4hsRcVtE7IqIyY7tb4uIr7SW70TE3rZtL4mI77aWl5SIVZIkSVrzygxTeQXwKuBSmmPGPw38v0fbISJOatU/PTMPRsQHge3AuxfrZOZlbfVfDTy59ftDgR3ANppTKX4pIj6amT8qEbMkSZK0ZhVKxiOiBrwzMy8G3rqCc2yIiDowBdx9lLoX0UzAAX4FuDEz72/FcCNwPs1x6pIkSdLAKzRMJTMbwJbW1IaFZeZdwBXAHuAeYF9m3rBU3Yh4DLAV+GSr6CTgX9uq3NkqkyRJkoZCmWEqdwCfi4iPAj9ZLMzMZe+UR8QJwAU0k+y9wFURcXFmvm+J6tuBq1uJPzSHwnTKJc5xCXAJwKMf/ehiLZH6zH6rQWOf1aCxz2pQlPkC593A37X22dS2HM25wO2ZOd16QNC1wNnL1N3OkUNQ7gQe1bb+SJYY4pKZOzNzW2Zu27JlS6GGSP1mv9Wgsc9q0NhnNSjKPIHzD1Zw/D3AWRExBRwEzgF2d1aKiMf+/+3deZhkdXno8e873bMiO6MGBAeViaIhiGNAcAEVghg1KiJzxUjikqg3RIhe5TGPEIxeTVxyTUx0oohxQZFFEZFFZRGEwQFm2BRRGBEhMiwDI8zS0/PeP86vmZqil6qeqq6lv5/nOU+fOuv763pP9dunfuccYEfgqprJFwIfLWfXAQ4DTpxEDJIkSVJXmrAYj4jvMkr3kBGZ+epx5i2NiDOB64CNwPXAkog4BViWmeeWRRcD38jMrFn3gYj4MPDTMumUkYs5JUmSpH7QyJnxT5SfrwOeDIz0915M1Y98XJl5EpvvkDLiQ3XLnDzGuqcCpzYQoyRJktRzJizGM/MygIj4cGa+uGbWdyPi8rZFJkmSJPW5Zi7gnB8RTxt5ERF7Al4RIUmSJE1SM7c2PB64NCJuL68XUG4ZJEmSJKl5zdxN5YKI2At4Zpn088xcPzI/Ig7NzItbHaAkSZLUr5rppkJmrs/MFWVYXzf74y2MS5IkSep7TRXjExjtiZmSJEmSxtDKYnzMe5FLkiRJerxWFuOSJEmSmtDKYnxlC7clSZIk9b2G76YSEa8bZfJDwI2ZeW9mjjZfkiRJ0hiauc/4W4EXAJeU1wcDVwMLI+KUzPxKi2OTJEmS+lozxfgm4FmZ+TuAiHgS8J/A/sDlgMW4JEmS1IRm+owvGCnEi3uBhZn5ADDU2rAkSZKk/tfMmfEfR8R5wLfK6yOByyNiG2B1yyOTJEmS+lwzxfi7gdcBL6R6wM+XgbMyM4FD2hCbJEmS1NcaLsYzMyPiCmAD1QN+rimFuCRJkqRJaLjPeEQcBVxD1T3lKGBpRBzZrsAkSZKkftdMN5UPAs/PzHsBImI+8APgzHYEJkmSJPW7Zu6mMmOkEC/ub3J9SZIkSTWaOTN+QURcCJxeXr8ROL/1IUmSJEnTQzMXcL4vIl4PHER1N5UlmXlO2yKTJEmS+lwzZ8bJzLOAs9oUiyRJkjStTFiMR8QaqlsZPm4W1R0Pt2t5VJIkSdI0MGExnpnbTkUgkiRJ0nTj3VAkSZKkDrEYlyRJkjrEYlySJEnqEItxSZIkqUPaXoxHxPERcXNE3BQRp0fEnFGWOSoibinLfb1m+sfLejdFxBvbHaskSZI0lZq6z3izImI34Dhg78xcGxFnAEcDp9UssxdwInBQZj4YEU8s018J7AfsC8wGLouI72fmw+2MWZIkSZoqU9FNZRCYGxGDwDzg7rr5bwc+m5kPAmTmvWX63sBlmbkxMx8BVgCHT0G8kiRJ0pRoazGemb8FPgHcCdwDPJSZF9UtthBYGBFXRsTVETFScK8AXhER8yJiF+AQYPd2xitJkiRNpbYW4xGxI/AaYE9gV2CbiDimbrFBYC/gYGAx8IWI2KEU7ecDPwFOB64CNo6yj3dExLKIWLZq1aq2tUVqJfNWvcacVa8xZ9Ur2t1N5eXAHZm5KjOHgLOBA+uWuQv4TmYOZeYdwK1UxTmZ+ZHM3DczDwUCuK1+B5m5JDMXZeai+fPnt7UxUquYt+o15qx6jTmrXtHuYvxO4IDS1SSAlwE/q1vm21RdUCjdURYCt0fEQETsXKbvA+wD1HdxkSRJknpWW++mkplLI+JM4DqqLibXA0si4hRgWWaeC1wIHBYRtwDDwPsy8/5yC8QfVzU8DwPHZObjuqlIkiRJvaqtxThAZp4EnFQ3+UM18xM4oQy1662juqOKJEmS1Jd8AqckSZLUIRbjkiRJUodYjEuSJEkdYjEuSZIkdYjFuCRJktQhFuOSJElSh1iMS5IkSR1iMS5JkiR1iMW4JEmS1CEW45IkSVKHWIxLkiRJHWIxLkmSJHWIxbgkSZLUIRbjkiRJUodYjEuSJEkdYjEuSZIkdUhkZqdjaJmIWAX8uk2b3wW4r03b3lrdHBt0d3zNxHZfZh7e6gDanLdj6eb3ZGvZts3M2d7Qr22bTLt6MWe7+f0ztsmbsvqgr4rxdoqIZZm5qNNxjKabY4Pujq+bY2unfm63betP/dz2fm1bv7arXje309gmbyrjs5uKJEmS1CEW45IkSVKHWIw3bkmnAxhHN8cG3R1fN8fWTv3cbtvWn/q57f3atn5tV71ubqexTd6UxWefcUmSJKlDPDMuSZIkdYjFuCRJktQhFuOSJElSh1iMS5IkSR3SV8X4vWCXBwAAIABJREFU4YcfnoCDQ7uGtjBvHdo4tIU569DGoS3MWYc2D1ulr4rx++7r5qeqSqMzb9VrzFn1GnNW3ayvinFJkiSpl1iMS5IkSR1iMS5JkiR1iMW4JEmS1CEW45IkSVKHWIxLkiRJHTLY6QAkSZK6wYIPfK/pdVZ+7JVtiETTiWfGJUmSpA6xGJckSZI6xGJckiRJ6hCLcUmSJKlDLMYlSZKkDrEYlyRJkjrEYlySJEnqEItxSZIkqUMsxiVJkqQOsRiXJEmSOsRiXJIkSeoQi3FJkiSpQyzGJUmSpA6xGJckSZI6xGJckiRJ6hCLcUmSJKlDLMYlSZKkDrEYlyRJkjrEYlySJEnqEItxSZIkqUMsxiVJkqQOsRiXJEmSOqThYjwiFkbEDyPipvJ6n4j4hwbWOz4ibo6ImyLi9IiYUzf/0xGxvAy/iIjVNfPeEhG3leEtzTRMkiRJ6nbNnBn/L+BEYAggM28Ajh5vhYjYDTgOWJSZzwEG6tfJzOMzc9/M3Bf4N+Dssu5OwEnA/sCfACdFxI5NxCtJkiR1tWaK8XmZeU3dtI0NrDcIzI2IQWAecPc4yy4GTi/jfwpcnJkPZOaDwMXA4U3EK0mSJHW1Zorx+yLi6UACRMSRwD3jrZCZvwU+AdxZln0oMy8abdmIeCqwJ/CjMmk34Dc1i9xVpkmSJEl9oZli/N3A54FnRsRvgfcA7xxvhdKt5DVURfauwDYRccwYix8NnJmZwyOrj7JMjrKPd0TEsohYtmrVqsZaInWYeateY86q15iz6hUNF+OZeXtmvhyYDzwzM1+YmSsnWO3lwB2ZuSozh6j6gx84xrJHs7mLClRnwnevef0URunikplLMnNRZi6aP39+g62ROsu8Va8xZ9VrzFn1isGJFoiIE8aYDkBmfmqc1e8EDoiIecBa4GXAslG29YfAjsBVNZMvBD5ac9HmYVQXkEqSJEl9YcJiHNi2/PxD4PnAueX1q4DLx1sxM5dGxJnAdVQXe14PLImIU4BlmTmyrcXANzIza9Z9ICI+DPy0TDolMx9oIF5JkiSpJ0xYjGfmPwJExEXAfpm5prw+GfhWA+ufRHWLwlofqlvm5DHWPRU4daJ9SJIkSb2omQs49wA21LzeACxoaTSSJEnSNNJIN5URXwGuiYhzqO5q8lrgv9sSlSRJkjQNNFyMZ+ZHIuL7wIvKpL/MzOvbE5YkSZLU/xouxiNiD+A+4JzaaZl5ZzsCkyRJkvpdM91Uvsfmh+7MpXqQz63As1sdlCRJkjQdNNNN5Y9qX0fEfsBftzwiSZIkaZpo5m4qW8jM66juOy5JkiRpEprpM177JM4ZwH7AqpZHJEmSJE0TzfQZ37ZmfCNVH/KzWhuOJEmSNH00U4zfkplbPHEzIt5AA0/hlCRJkvR4zfQZP7HBaZIkSZIaMOGZ8Yh4BXAEsFtEfKZm1nZU3VUkSZIkTUIj3VTuBpYBrwaurZm+Bji+HUFJkiRJ08GExXhmrgBWRMTXMtMz4ZIkSVKLNNJN5YzMPAq4PiKyfn5m7tOWyCRJkqQ+10g3lb8rP/+snYFIkiRJ000j3VTuKT9/3f5wJEmSpOmjmSdwrgHqu6k8RHVx599n5u2tDEySJEnqd8089OdTVHdW+ToQwNHAk4FbgVOBg1sdnCRJktTPmnnoz+GZ+fnMXJOZD2fmEuCIzPwmsGOb4pMkSZL6VjPF+KaIOCoiZpThqJp5j7vLiiRJkqTxNVOMvwl4M3Av8LsyfkxEzAX+dxtikyRJkvpaw33GywWarxpj9hWtCUeSJEmaPpq5m8p84O3Agtr1MvOvWh+WJEmS1P+auZvKd4AfAz8AhtsTjiRJkjR9NFOMz8vM97ctEkmSJGmaaeYCzvMi4oi2RSJJkiRNM80U439HVZCvi4g1ZXi4XYFJkiRJ/a7hYjwzt83MGZk5p4xvm5nbTbReRBwfETdHxE0RcXpEzBllmaMi4pay3Ndrpn+8rHdTRLyx8WZJkiRJ3a+ZPuNExKuBF5eXl2bmeRMsvxtwHLB3Zq6NiDOAo4HTapbZCzgROCgzH4yIJ5bprwT2A/YFZgOXRcT3M9Oz8ZIkSeoLDZ8Zj4iPUXVVuaUMf1emTWQQmBsRg8A84O66+W8HPpuZDwJk5r1l+t7AZZm5MTMfAVYAhzcaryRJktTtmukzfgRwaGaempmnUhXG417QmZm/BT4B3AncAzyUmRfVLbYQWBgRV0bE1RExUnCvAF4REfMiYhfgEGD3JuKVJEmSulozxTjADjXj20+0cETsCLwG2BPYFdgmIo6pW2wQ2As4GFgMfCEidihF+/nAT4DTgauAjaPs4x0RsSwilq1atarJ5kidYd6q15iz6jXmrHpFM8X4/wWuj4jTIuLLwLXARydY5+XAHZm5KjOHgLOBA+uWuQv4TmYOZeYdwK1UxTmZ+ZHM3DczDwUCuK1+B5m5JDMXZeai+fPnN9EcqXPMW/Uac1a9xpxVr2jmbiqnAwdQFdRnAy/IzG9MsNqdwAGlq0kALwN+VrfMt6m6oFC6oywEbo+IgYjYuUzfB9gHqO/iIkmSJPWsCe+mEhH71U26q/zcNSJ2zczrxlo3M5dGxJnAdVRdTK4HlkTEKcCyzDwXuBA4LCJuAYaB92Xm/eUWiD+uangeBo7JzMd1U5EkSZJ6VSO3NvzkOPMSeOl4K2fmScBJdZM/VDM/gRPKULveOqo7qkiSJEl9acJiPDMPaWRDEXFoZl689SFJkiRJ00Ozd1MZz8dbuC1JkiSp7zX1BM4JRAu31TYPP7qBNRuGGCCYN2uQGQMzWLd+iE0RzBmYwayZA2zclAzOCObMHNjq/a0bGt5ie/Wve91Ut2ei/TUbT6+8H43G2Svtmaza9gGTbmsjx+XWHLsjy24a3sSMgRmTjvHR9RtJYJvZg2PG1a3M2Yo52//vsbS1WlmMZwu31RZ3PfAI9zy0jkc3DPP79UPMnTXINgPB+k0wd9YAw5s2MXfWIE/efi4A64eG2X7erEnv76FHN7Bu46bHXt+3Zh0zBzd/EG3t9jutvn3tbs9E+2s2nqmOf7IajbNX2jNZte1bs26IzGS7uVX7mmlrI8clMOljd2T7D6/dwPqNyZyZM9h2zsymY1z1+/WsG6pimD0YPHHbOY+Lq1vfY3O2Ys72Ts5KndTKbipd7eFHN3D/I0M8umGYDcObGBpO/mf1Wu56eB3DmaxeO8TaoU2sfnSIRzdsAKoPkHXlQ65Z64aGt/gAGhoeZvXajVtsb2u232n17YP2tmei/TUbz1THP1mNxtkr7Zms2vYNDQ+zbmgT6zfm5ve/wbY2clyuWT/E6rVDW6yzeu1GhoYnPnZHtr9uaJj1G7NM21TF3ESMa9YPPVbUAKzfmKxas44164e2XLYL32NztmLO9k7OSp02YTEeEW8oP/ecYNGVrQioXdYNb2J4U/VBMbyp+sDZmFl9LZfJcPkJsGHj5pP8GzdN7oR//Xobh3OLfW/t9jttrLjb1Z6J9tdsPFMd/2Q1GmevtGeyatsxcizBlsdTI21t5LjcOJxbvH7s82J44t/5yLTHHefD4+dp/Tbq9wWwfnj06d32HpuzFXO2d3JW6rRGzoyfWH6eNd5Cmfm6rQ+nfeYMzGBgRtXcgdJ3bzCCwRnBjAgGyk+AWYObu7+P9PNrVv16gwOxxb63dvudNlbc7WrPRPtrNp6pjn+yGo2zV9ozWbXtGDmWYMvjqZG2NnJcDg7EFq8f+7wYmPh3PjLtccf5wPh5Wr+N+n0BzB4YfXq3vcfmbMWc7Z2clTqtkT7jD0TEJcCeEXFu/czMfHXrw2q97ebNYud1Q2zYOAwbYMNA8OQd5j7WZ/wJcwcf6zM+b1bVn23O4IxJX2wyZ+YA62u+Xpw5MMAOc9miD9/WbL/T6tsH7W3PRPtrNp6pjn+yGo2zV9ozWbXtmzkwwJyZm8jMze9/g21t5LjcdvZMYHM/1zkzBxiIatnHtjPG/ka2D7Bh4/Bj/W9nDgw0FeO2s2eybmjTFv1v54/S/7Yb32NztmLO9k7OSp3WSDF+BLAf8BXGfwBQ13vKTtuw3ZyZU3Y3le3nzWL2FleRz+mrq8of3772tmei/TUbz1THP1mNxtkr7Zms2vZtP7cqPibT1kaPy8keuyPb32b24KTvTLH9vFnMnjkw6p0peuE9Nmcr5mzv5KzUSY0U41/MzDdHxH9l5mVtj6jNtps3i+3qruR+wuxW3lRmS6OdDeonU92eifbXbDy98n40GmevtGeyWtW+Ro7LrTl2WxHnnJkDDcXVrczZijnb/++xtLUa6TP+vIh4KvCmiNgxInaqHdodoCRJktSvGjkl/DngAuBpwLVs+XCfLNMlSZIkNWnCM+OZ+ZnMfBZwamY+LTP3rBksxCVJkqRJarizdGa+MyL+GHhRmXR5Zt7QnrAkSZKk/tfwEzgj4jjga8ATy/C1iPjbdgUmSZIk9btmbiPyNmD/zHwEICI+DlwF/Fs7ApMkSZL6XcNnxqku3ByueT3MlhdzSpIkSWpCM2fGvwQsjYhzqIrw1wBfbEtUkiRJ0jTQzAWcn4qIS4EXlkl/mZnXtyUqSZIkaRpoppvKiKC6v7hdVCRJkqSt0MzdVD4EfBnYEdgF+FJE/EO7ApMkSZL6XTN9xhcDz83MdQAR8THgOuCf2hGYJEmS1O+a6aayEphT83o28KuWRiNJkiRNI82cGV8P3BwRF1P1GT8UuCIiPgOQmce1IT5JkiSpbzVTjJ9ThhGXtjYUSZIkaXpp5taGX46IWcDCMunWzBxqT1iSJElS/2u4GI+Ig6nuprKS6raGu0fEWzLz8vaEJkmSJPW3ZrqpfBI4LDNvBYiIhcDpwPPaEZgkSZLU75q5m8rMkUIcIDN/AcycaKWIOD4ibo6ImyLi9IiYM8oyR0XELWW5r9dM/+cy7WcR8ZmI8EFDkiRJ6hvNnBlfFhFfBL5SXr8JuHa8FSJiN+A4YO/MXBsRZwBHA6fVLLMXcCJwUGY+GBFPLNMPBA4C9imLXgG8BC8clSRJUp9ophh/J/BuquI6gMuB/2hwH3MjYgiYB9xdN//twGcz80GAzLy3TE+q+5rPKvubCfyuiXglSZKkrtZQMR4RA8AXM/MY4FONbjwzfxsRnwDuBNYCF2XmRXWLLSz7uBIYAE7OzAsy86qIuAS4h6oY//fM/Nkosb0DeAfAHnvs0WhoUkeZt+o15qx6jTmrXtFQn/HMHAbml1sbNiwidgReA+wJ7ApsExHH1C02COwFHAwsBr4QETtExDOAZwFPAXYDXhoRLx4ltiWZuSgzF82fP7+Z8KSOMW/Va8xZ9RpzVr2imW4qK4ErI+Jc4JGRiZk53pnylwN3ZOYqgIg4GzgQ+GrNMncBV5d7lt8REbeyuTi/OjN/X9b9PnAAVfcYSZIkqec1czeVu4Hzyjrb1gzjuRM4ICLmlTuhvAyo72rybeAQgIjYharbyu1l3ZdExGBEzKS6ePNx3VQkSZKkXtXMEzj/sdmNZ+bSiDgTuA7YCFwPLImIU4BlmXkucCFwWETcAgwD78vM+8t6LwVupLqY84LM/G6zMUiSJEndasJiPCK+S1UMjyozXz3e+pl5EnBS3eQP1cxP4IQy1K43DPz1RPFJkiRJvaqRM+OfKD9fBzyZzf29F1P1I5ckSZI0CRMW45l5GUBEfDgza+9m8t2I8GJKSZIkaZKauYBzfkQ8beRFROwJeK8gSZIkaZKaubXh8cClEXF7eb2AcjN9SZIkSc1r5m4qF0TEXsAzy6SfZ+b6kfkRcWhmXtzqACVJkqR+1cyZcUrxvWKM2R8HLMYlSZLGseAD35vUeis/9soWRzI9dPvvu5k+4xOJFm5LkiRJ6nutLMbHvBe5JEmSpMdrZTEuSZIkqQmtLMZXtnBbkiRJUt9r+ALOiHjdKJMfAm7MzHszc7T5kiRJksbQzN1U3gq8ALikvD4YuBpYGBGnZOZXWhybJEmS1NeaKcY3Ac/KzN8BRMSTgP8E9gcuByzGJUmSpCY002d8wUghXtwLLMzMB4Ch1oYlSZIk9b9mzoz/OCLOA75VXh8JXB4R2wCrWx6ZJEmS1OeaKcbfDbwOeCHVA36+DJyVmQkc0obYJEmSpL7WcDGemRkRVwAbqB7wc00pxCVJkiRNQsN9xiPiKOAaqu4pRwFLI+LIdgUmSZIk9btmuql8EHh+Zt4LEBHzgR8AZ7YjMEmSJKnfNXM3lRkjhXhxf5PrS5IkSarRzJnxCyLiQuD08vqNwPmtD0mSJEmaHpq5gPN9EfF64CCqu6ksycxz2haZJEmS1OeaOTNOZp4FnNWmWCRJkqRpZcJiPCLWUN3K8HGzqO54uF3Lo5IkSZKmgQmL8czcdioCkSRJkqYb74YiSZIkdYjFuCRJktQhFuOSJElShzR1N5XJiIjjgbdRXQR6I/CXmbmubpmjgJPLMisy839FxCHAp2sWeyZwdGZ+u90xS5IkqXELPvC9ptdZ+bFXTsl+ul1bi/GI2A04Dtg7M9dGxBnA0cBpNcvsBZwIHJSZD0bEEwEy8xJg37LMTsAvgYvaGa8kSZI0laaim8ogMDciBoF5wN11898OfDYzHwTIzHtH2caRwPcz89G2RipJkiRNobYW45n5W+ATwJ3APcBDmVl/dnshsDAiroyIqyPi8FE2dTRw+mj7iIh3RMSyiFi2atWqVoYvtY15q15jzqrXmLPqFW0txiNiR+A1wJ7ArsA2EXFM3WKDwF7AwcBi4AsRsUPNNv4A+CPgwtH2kZlLMnNRZi6aP39+6xshtYF5q15jzqrXmLPqFe3upvJy4I7MXJWZQ8DZwIF1y9wFfCczhzLzDuBWquJ8xFHAOWV9SZIkqW+0uxi/EzggIuZFRAAvA35Wt8y3gUMAImIXqm4rt9fMX8wYXVQkSZKkXtbuPuNLgTOB66huazgDWBIRp0TEq8tiFwL3R8QtwCXA+zLzfoCIWADsDlzWzjglSZKkTmj7fcYz8yTgpLrJH6qZn8AJZahfdyWwWzvjkyRJkjrFJ3BKkiRJHWIxLkmSJHWIxbgkSZLUIRbjkiRJUodYjEuSJEkdYjEuSZIkdYjFuCRJktQhFuOSJElSh1iMS5IkSR1iMS5JkiR1iMW4JEmS1CEW45IkSVKHWIxLkiRJHRKZ2ekYWiYiVgG/btPmdwHua9O2t1Y3xwbdHV8zsd2XmYe3OoA25+1Yuvk92Vq2bTNztjf0a9sm065ezNlufv+MbfKmrD7oq2K8nSJiWWYu6nQco+nm2KC74+vm2Nqpn9tt2/pTP7e9X9vWr+2q183tNLbJm8r47KYiSZIkdYjFuCRJktQhFuONW9LpAMbRzbFBd8fXzbG1Uz+327b1p35ue7+2rV/bVa+b22lskzdl8dlnXJIkSeoQz4xLkiRJnZKZfTsAhwO3Ar8EPjDK/NnAN8v8pcCCmnknlum3An860TaBPcs2bivbnFWmvxi4DtgIHNllsZ0A3ALcAPwQeGqXxfc3wI3AcuAKYO9uia1m/pFAAoumST5/urwfy4FfAKv7qG17AJcA11MdE0f0UdueSnWM3wBcCjyl3fnaZe1ved52SbvM2d5uo/XB5OPrq/qgpR+63TQAA8CvgKcBs4AVI29WzTLvAj5Xxo8GvlnG9y7Lzy6/7F+V7Y25TeAM4Ogy/jngnWV8AbAP8N+Ug62LYjsEmFfG31mzj26Jb7ua/b0auKBbYiuvtwUuB66mzcV4N7W7Zn9/C5zaL22j6h/4zprtruyjtn0LeEsZfynwlXbma7e1v9V52y3tMmd7vo0LsD6wPsj+LsZfAFxY8/pE4MS6ZS4EXlDGB6lu7h71y44sN9Y2yzr3AYOj7btMO43NB1tXxVamPxe4sovjWwx8v5tiA/4V+DOqszbtLsa7pt01y/8EOLRf2gZ8Hnh/zfSf9FHbbqacWSzLPdzOfO229rc6b7ulXeZsb7exZtnTsD6Y1vVBP/cZ3w34Tc3ru8q0UZfJzI3AQ8DO46w71vSdqb723DjOvro9trdSJXNXxRcR746IXwH/DBzXLbFFxHOB3TPzPKZGV7R7REQ8lerswY8m3aJR4h5rf0xN204GjomIu4Dzqc6gbq1uadsK4PVl/LXAthGx86Rb1bhuaT/Q0rztlnadjDk7Gd3Sxl6JzfqgidgmUx/0czEeo0zLBpdp1fSeiC0ijgEWAf/SbfFl5mcz8+nA+4F/6IbYImIGVR/Uvx9lfrt0vN11r48GzszM4VGWbVa3tG0xcFpmPgU4AvhKea+3Rre07b3ASyLieuAlwG+p+qm2W7e0f0Sr8rZb2mXOTk63tLHrY7M+mJr6oJ+L8buA3WtePwW4e6xlImIQ2B54YJx1x5p+H7BD2cZY++rK2CLi5cAHgVdn5vpui6/GN4A/75LYtgWeA1waESuBA4BzI6Kdj83thnbXOho4fZJtqdctbXsrVR9AMvMqYA6wy1a0a4u4R9nf45ZpV9sy8+7MfF1mPpfqeCczH9rKtjWiK9pfo1V52y3tMmcnpyva2O2xWR9MYX3QTD+rXhqo+gLdTvWV5Ein+2fXLfNutuzIf0YZfzZbduS/naoT/5jbpLrYpLYj/7vq9nUam/uEdUVsVP3AfgXs1Y2/u9q4gFcBy7oltrr9XUr7+4x3TbuBPwRWUp5T0C9to/oa9tgy/iyqD9atamMXtW0XYEYZ/whwSjvztdva3+q87ZZ2mbO93caafZ2G9cG0rg/a/mHcyYHqa7tflIT6YJl2CtV/eVCdRfgW1e1qrgGeVrPuB8t6twKvGG+bZfrTyjZ+WbY5u0x/PtV/Vo8A9wM3d1FsPwB+x+Zbfp3bZb+7/0d1Ec9yqtt3PbtbYpvMwdYP+VzmnQx8rN/aRnU1/ZVUH7bLgcP6qG1HUt1+6xfAF0bLY/O299plzvZ8G60PJh9fX9UHPoFTkiRJ6pB+7jMuSZIkdTWLcUmSJKlDLMYlSZKkDrEYlyRJkjrEYlxdKyL2jYirI2J5RCyLiD8ZY7k9IuKiiPhZRNwSEQvK9JdFxHVl/Ssi4hll+qfLtOUR8YuIWF2zrQsiYnVETNWTNdVnGsnbiDikJgeXR8S6iPjzMm/PiFgaEbdFxDcjYlbNekeVHL85Ir5es7+ryrQbIuKNU9da9QNzVr2m7+qDVt4qyMFhsgNwMNWT5GqnXUS5vRDVrYUuHWPdS4FDy/gTgHll/BfAs8r4u+q3X6b/LXBqzeuXUd2z9LxO/04cun/YmrytWX4nqodOjOTtGWx579p3lvG9gOuBHcvrJ5afCyn33AV2Be4Bduj078ahOwdz1qHXhulQH3hmvAkR8fsp2s/fRMRfjDP/4HaeuY2ISyd8WlTz29w1Is4s4/tGxBENrJbAdmV8e2DniHhv3Xb3BgYz82KAzPx9Zj46xvqjPblrMTVP5MvMHwJrGmtVbzKPt1jmPRExr+b1+RGxQxneNYl9Hgzsy8R5V+tI4PuZ+WhEBPBS4Mwy78tUT5YDeDvw2cx8ECAz7y0/f5GZt5Xxu4F7gfnNxt6t2pmv7c7Bmv0cV87MfS0iZkfED8qZt1HPCHcgdxM4oPwuzNkmmaMti6GZOmHUv+8RcfJIndBL9cHgxItoqmXm5zodQ6uVD9wjy8t9gUXA+ROs9h7gwoj4BFWXqjNGWWYhsDoizqZ6QtYPgA9k5jDwNuD8iFgLPEz1WNrHRMRTyzo/mlSjNK4eyeP3AF8FHgXIzCMAyleZ7wL+YxLbvAX4l5q8PXCC5Y8GPlXGdwZWZ+bG8vouYLcyvrDEdiXVk+FOzswLajdUvqqdRfVwCk1SRAzWvAet8C6qs3h3RMQBwMzM3Hcrt9nK3H0P1RnE7aievGjOdrkeydGmNFkn1NcHo+Vs79QHnf76oZcG4PflZwD/AtwE3Ai8sUyfQfUBeDNwHlUSHTnO9lYCH6d6gtM1wDPK9JOB95bxZ1Al0ArgOuDpVF/ZnFfmP5/qa8Cn1a5X5t0ELCjDz6nOWNxAdQZj3jhxXUp5YhTVf4Y3lm19vPZ3QfWI4hXA1cCTyvSnl9c/pXrq1cjvbEHZxizgTmAV1ZOzbgP+B7iP6mvP5cBa4C+AzwBfp3oa1g1luffW7OcCqg/wjcDLqf65PAt4a1nmbGD/Mv4+4At17Xw/8G+jtP+x328/DtM0j/+T6nHJNwP/WKYdB2wobb+kpi27AN8oebi8/I62yImSi3dSPXltDbCO6pj4NnAH8HpgG6oP8odK214zSox/QHUszCyv5wO/rJm/O3BjGT8POAeYSfVH4i5qvtov27oVOKDTOdbl+Xp4yaMrqD5jRnLwZGAJ1dffX6d6Ut+Xyr6uBw4pyx0LfIfq8+dW4KSabZ9Q4rsJeE+Z9rmaPHt/yZmHSm49fapyF1hapq0uubqc6vPzN1RnBb9Xljuq5O2pVJ/jW+SuOWuOjpKj7aoThkou/0/5+dsS059SPbH0b8p6p1M9xfQHZXzk7867yzZuBH4MXEiX1gcdT+JeGmoS5vXAxVT/6T+pJM0fUP1Hd3458J4MPDjBAbeSzY9r/Yu6A24kmZYCry3jc4B5bP5wPRC4Ftijfr3yuraISeCgMv3U2uVGietSqv9Idy1tm09V6P4I+POyTAKvKuP/DPxDGT8PWFzG/6b+ICvjxwL/XrO/k6n+4JxWF/eachDNozpjs6nm9/JDqv6IB5TfwY/K9DcDny0x/6pmH3sAt9S183rgwFHa35aDrVuG6ZbHZXyn8nOgTN+nJvZd6tqyS22+jpYTwL+XPD6M6o/AXlR/iM+g+vAP4KPAMVRnXXag6qO4TV2MfwcsqXkdVP+YDpbXLwAuLOOfA46tWfaHwPPL+HZU/+S8odP51c35WnLvN3XvV22+XgvMLa//HvhSGX9m2d+c8r7fQ3VGeG7Jz0XA86g+r7ah6pt6M/Dc+jyrz6UO5O45VEXtdcYdAAAGgElEQVRe7e/ioZHfRfm9rAeOKctvkbvmrDlam6NMQZ1Q4lnOln8XhsvyI216uOTUL9n8d+enwNIyvn9pb1fWB/YZn5wXAqdn5nBm/g64jOrM3guBb2Xmpsz8H+CSBrZ1es3PF9TOiIhtgd0y8xyAzFyXm/s7PYvqP+RXZeadDeznN5l5ZRn/aol1Is+nuihiVVZfh30NeHGZt4HqgILqw2FBGX8B8K0y/vUG9jGeR4DrSpufT3U2hoh4AlUB9y2qD/u9gaeUdV5K1U3gQWD7iFhYph8K/GxkwxHxh8COwFVbGWMvmy55DHBURFxH9QH7bKqcaYU9gDWZeVtWn9RfpTpL/hKqQv3DVH+gLqX6I7lH3fr1fRKT6vc98lXtW6jOcEF11v0QgIjYheor2NvLnSvOAf47M0eOvX7Uinx9JnBH3ftV69zMXFuzv68AZObPgV9Tul0AF2fm/WXZs8uyLwTOycxHMvP3ZfqLtrLN0L7cfex3QXVmfHmZ/lKqbxs/EBHLeXzumrNjm4452qk6YYjqZNyLqI6N2zLzYeBceKxOeA6wT0TcCHyeqvtUV9YH9hmfnGhy+nhyjPGJtncP1Qfkc9l84cFGtrxd5Zxxtl3/ejTj7X+ofFBA9R/q1uTSxrp9jcT9TeANEbGCqsC5uEx/HtXfgH0BIuJQ4JPlgLsW+K/M3BgRbwfOiohNVAffX9XsYzHwjZo2ULb1Y6oPwydExF1UX2lduBVt62bTIo8jYk/gvVRn5B6MiNPqttmI8WKqdwPwSap/NG6jOgN2bbnY6e+p+iqO9O3dneoPdq33A9+IiH+i+iPzxTL9QuCwiLiF6ph7X2beHxHHUP3x2zkiji3LHpuZy+kvrcrX8XLmkQa3O1oeTua4GVebcndWzfhIO94OnAY8keqs4Z1UZ3m3peoKYM42Ztrl6ATbbGWdsIkt8/g+4INUd/ZJ4DVl+pOAg6hO8qym+rb2k1TfVnybLq0PPDM+OZcDb4yIgYiYT/Whcg3VV3+vj4gZEfEkqq8zJvLGmp9b/BdW/su7Kzbfy3V2zdXzq4FXAh8td3CA6mum/cqy+1H10RuxR0SMnLFcXGKdyFLgJRGxS0QMlPXqP4TrXU31IQ7VRT6jWUP1IT9iJVU/wmPr4v4y1QF3AFWf8P0BMvMyYHlEvKEs9wPgzZn5R5l5bGZuKMudU6b9cWYenJm3j+wwM0/OzA/UB5aZL8rM+Zk5NzOf0seFOEyfPN6O6g/YQ6U9r6iZV5+LY03/NbB3iX17qltcQXXWakNEPL0mpgcz83nAv1L1U7yuzBseKWoAMnNlZu6WmZtqd5yZt2fmn2TmMzLzDZm5vkzPzDwhM/cuef2NMv2rmTkzM/etGXq9qBlNK/L158Cede/XePt7E0A5g7YHVf9bgEMjYqeImEt155Ary/J/HhHzImIb4LVU7//WaEfu7g18gZrfRWZeQfWV/uWZuT/VWeu/Ba7NzLdFxHPBnG3AdMzRttcJmXkp1QXDtX8X/oDqNoOvorre7JbyLeyfUH0L8TDV9Ts7ZOY+wD7Ap7u1PrAYn5xzqM5+raDqH/V/yldPZ1FdoHIT1VciS6n64o1ndkQspeqHd/wo898MHBcRNwA/oepvBkD5GuxVwGcjYv+y/53KV4vvpOrnN+JnwFvKdnai6qM9rsy8BziR6iu1FVRdRr4z/lq8BzghIq6hOlhGa/8lVH8cRm6bNGrcmXkd1dnx5WWZ2g+NNwFvLWfNb2bzf8Vq3HTJ4xVUZ+tupupnfmXN7CXA9yPikrp17geujIibIuJfMvM3VH03b6D6Gvb6stw64B3A9yLiCqrCZ8SHqS5cuyEibiqvNXlbna8TvF/1/gMYKN+4fZPqzO36Mu8Kqu4By4GzMnNZ+bw6jar4Wkp1Qdj1k2+uuduDpmOOWie0QNSdhddWiognZObvI2JnqoQ/qByMoy27kuoinfvaHNMCqgsOntPO/ZR9zQPWZmZGxNFUF2l07QGg0U33PFZvaSZfW7CvY6ny/X+3Y/vqT+boZtYJj2ef8dY7LyJ2oOqX9+F2HWxd7HnAv0dEUHVB+KsJlld3mu55rN5ivqrbmaObWSfU8cz4FIiIc9iy3yvA+zvdH7lb41J36tZ86da41Fm9kBe9EKPapxfe/16IsR9YjEuSJEkd4gWckiRJUodYjEuSJEkdYjEuSZIkdYjFuCRJktQhFuOSJElSh/x/z3JAGn5RQvUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x720 with 20 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df1_trip = df1[df1['trip_duration'] == 1]\n",
    "sns.pairplot(df1_trip, vars=log_pickup_cols, plot_kws= {'alpha' : 0.1} )\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.14959785415314344"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['dropoff_longitude'].corr(df['dropoff_latitude'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.14959785415314347"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['dropoff_latitude'].corr(df['dropoff_longitude'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.780646586323788"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['pickup_longitude'].corr(df['dropoff_longitude'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "df['pickup_longitude'].corr(df['pickup_longitude'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\pandas\\core\\series.py:679: RuntimeWarning: invalid value encountered in log\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n"
     ]
    }
   ],
   "source": [
    "t_cols = ['pickup_longitude','pickup_latitude', \n",
    "              'dropoff_longitude', 'dropoff_latitude']\n",
    "df1 = pd.DataFrame()\n",
    "\n",
    "for i in t_cols:\n",
    "    df1[str('log_')+ i] = np.log(df[i])\n",
    "\n",
    "log_t_cols = df1.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "df1['trip_duration'] = df['trip_duration']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x1d9a923a208>"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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rlqSN6/bMfOGsRl7QS5L2EF7QS5I2GE+USlJFDHVJqshQof5e+l23QZLUz+7ZTYY7URrADcBReHxdklZrF3BlZv7irIZDhfpjNFcslCQtyXqOfjHQJWkdeKJUkipiqEtSRYYK9YcGWq8kaYpBQj0znwn8NnAncD/wY564TdOeqH3Bqhybxti8adO75s/qc1Hz1DOp3cqUebP6WbTmrmmT6pzUfmXCvPH1rZc+tU3az8an9d0ms/bhru0273Z6Og5jXvTzNmk7DLWfT7MCXElzO9CZhhr98mjfAiRJ/azn6BcDXZLWgSdKJakihrokVWSoUH98oPVKkqYY5HZ2mblvRFwKvAR4Fs0vTNt/QJZxPZg+t6Gatlzf9Xf119Z1a7BJtxmbduu7WbfiWvSWZ+Pr63tbuUnr6rpVV9/bqc16/dP67TO9q91o3bPey659out1zrPvzNrO8+xP07bDrO3b9Ton9TFpO0xbruv1TNtmkz4X4/P7fp671tFVd59by/X9LI8vN6uWdg3zfn4AvkRzPa2Zhhr9ciNw5NJXLEkb182ZOTNXhwr1p+N4VUnao63nkEZJ0jow1CWpIoa6JFVkqFC/henX35AkzedHfRoNFepvAO4eaN2StNHsBt7Zp+FQo18eZ6Ax8JK0Ua3n6BcDXZLWgSdKJakihrokVWSoUH//QOuVJE0xVKh/AvgCsBOHNm40Q73X630LOmktdO3jK8ClwD/qs4KhRr/sxkM7krRU6zn6xUCXpHVg+EpSRQx1SaqIoS5JFRnql5+bgeuAR4HnlX72YvLt2vrcVqzrllfTbiU3yzxtu5aZdsux1d5Kr92+a319bi036/Zk7cd70ZxhH7/d3bR6u24H11VXV/1dtXTddmz8LP74Lfmm7St9brXWxyK3SZz1/sxzC7lpt37re+vBPreWm7atpn3+ul5Tl0U/byN9c2HS9Hn3x7ZZt0Wc1P+sW1LOusXeaNoKcBdwyZS6nyh2oNEvpwB/u/QVS9IG1mf0y1ChPvrWJ0lakvUc0migS9I68ESpJFXEUJekigwV6v8Tr9UhScv0aJ9GQ4X63/HE0DNJ0ursprlI4kxDjX7xG7okLdl6jn6RJK0DQ12SKmKoS1JFhgr1bw+0XknSFIOEemZuAR5sTxqinyUav8DVkOtfT5MuGNS37XrbCLdGrP31aX4rwM3AfX0aDzX65WFg/6WvWJI2sPUc/WKgS9I68ESpJFXEUJekigwV6rsHWq8kaYqhQv0g4Ls8MVqhfXu0WWdmR7dv2t2jbXsZPdX4dhkfPbLSsczK2PSuW8oNqavmWXYNUciCHms9nrat+ryutkW2+2i7jJbd3dHvI6vsY5lG/c/zfk7KlvV+LZNMqrH9mtvv0ygPdwAn9+lgqNEvHwR+b+krlqSN6/HM3HdWIy/oJUl7CC/oJUkbjKEuSRUx1CWpIkOF+it48tlbSdLq9BoVNFSo7wLuL4+9pZ0krd7n+zRy9Isk7SEc/SJJG4yhLkkVMdQlqSJDhfoDA61XkjTFICdKASJiBUe+SNLSrPeJ0uuAC3CcuiStmSFD/aOZeQpwLPDjAfuRJBVDjVN/J/AwcCNwOPBK4GjgNUvvbO08COwH7FOej1+/OcrzvXjyYaeuG4a0/5iO/+/U+PWWY0K7Sct09T2qaXdr/qjWUR/Rejy6hvOkulday0DzR3u/8nx0zfZZda8Ae4+9hsfKtPb0x3nyNh0tN6plN0/enqO6x7+wxFib7Ggzqd7xD0m7lvF15Fib0bRJ22G8/Wjb7gI2jU1LnrrNVlrLt9/Tdtv2Nhq1b69npdV+/Hr7o+WCp9ba3l/a0+iYTscydLQdX6Zr20/bnqOaZ/UzSXt++/PS/nfS/tAVppNey/jnrr3u9udr9LndCZyamVdMqb1ZyUCh/gjNh1yStByPZOYBsxr5i1JJ2kOs94lSSdIaM9QlqSKGuiRVZKhQ3wbcSnMW90HgLhyvrob7gTS/XXSPpHuKoU6U7uLJQ6YkSYtJ4OjMvLFP46G+qRvokrQ8n4yI3+vT0CGNkrRnWMnMmV+YPVEqSXuGXnltqEvS01uO/TvVUKGeE/7bk43XP89rXI/t0NVf187RVU+7Xdc6sqPN+Lw+6500v6uvPtuvq7ZJ7Sb1OaumIU3apuPTxpdZZFvOar8nW8ZrmfTZGVoCj5THu8q/ARyZmb3yerDrqT+lI4+zS9JC+lweYMTDL5JUkU2zm8wvIt7VMdlv6pI0sKGGNP4YeB9PHBNq+4PMPGjpnUqShvmmDlwN/J/MvGp8RkS8baA+JWnDG+qb+ouB+zPzu61pP5WZ34mIQzPz3qV3Kkla09EvV2fmz61JZ5K0Qa3l6JfeQ3IkSYtZy1D/H2vYlyRtSGt2+EWSNDx/fCRJFTHUJakihrokVcRQ17qIiL+OiKOmzP/3EfGHA/b/wwHW+caIOLM8PmXa65uyjksjYtuya9PGMdQvSqWpMrO6XxZn5oXAheXpKcBFQK/7SkrL4jd1DSoitkbEzRFxbkRcHxHnR8QB7W+kEXFiRFwdEddFxCUd6/idiPhMROw/ttwhEXFHefzWiLggIj4bEbdExHt71hcR8b6I+FpE3BARbyrT/0np6/xS/0cjIsq8Xy7TLo+ID0bERa0a/ltEvBJ4I/C+iLg2Il44pe79I+K8sm0+Duzfqu2EiPhS2TZ/ExEHLvg2aAPxm7rWwouB0zPzioj4MPC7oxkRsZnmNwyvycxvRsTB7QUj4h3ACcApmfloydVJjgWOBh4GvhoRn87M7TNq+1Xg5cDLgEPKcpeVeccA/xC4G7gCeFVEbAf+qlXvx8ZXmJlfjIgLgYsy8/zyOib1/3bg4cx8aUS8lOa6SUTEIcCfAK/PzB9FxHuAdwH/ccbr0QbnN3Wthbsy84ry+H8Dr27NOw64LDO/CZCZ32vNewvwS8CvZeajPfq5ODPvz8xHgE+N9TPJq4GPZebuck2iLwCvKPO+kpk7MnMFuBbYCrwEuH1UL/CUUJ/Ta2i2CZl5PXB9mX4ccBRwRURcC5wG/Mwq+9IG4Dd1rYWuW6uNRMf8ka/RfIveAoxCdBdPfBnZb45+Jpn21b/9h2Q3zedl0ctdzFP3qK6LM/PNC/anDcpv6loLPx0R/7g8fjNweWvel4DXRsThAGOHX64B/iVwYUQ8r0y7A/j58vjUsX7eEBEHR8T+NCcqr2C2y4A3RcTe5VDQa4CvTGl/M/APImJref6mCe0eAn6y9XxS3ZcBvwUQEUcDLy3Tr6Q53POzZd4BEfGiHq9HG5yhrrVwE3BaRFwPHAz85WhGZu4EzgA+FRHXAR9vL5iZlwN/CHy6HGf+L8DbI+KLNMfA2y4H/hfNoZJP9jieDvC3NIc8rgM+B7w7M78zqXE5tPO7wGcj4nLgXuCBjqbnAX8UEddExAun1P2XwIFl27yb8gelbJe3Ah8r866kOfQjTeW1XzSo8o32osw8euB+3gpsy8x3DNlP6evAzPxhGQ3zF8CtmXn20P1KffhNXZrf75STl18HnkUzGkZ6WvCbuqoVEc8BnjLuHXhdZt6/1vVIa8FQl6SKePhFkipiqEtSRQx1SaqIoS5JFfn/dduGOy4Az94AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Tabular Representation of Continous Contionus Bivariate Analysis\n",
    "df.groupby('pickup_longitude')['dropoff_latitude'].mean().plot.bar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x1d9c16d5b08>"
      ]
     },
     "execution_count": 45,
     "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": [
    "df.groupby('pickup_longitude')['dropoff_longitude'].mean().plot.bar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 20 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.pairplot(df1, vars=log_pickup_cols, plot_kws={'alpha' : 0.1})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\seaborn\\distributions.py:288: UserWarning: Data must have variance to compute a kernel density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\matplotlib\\transforms.py:2832: RuntimeWarning: overflow encountered in double_scalars\n",
      "  elif vmax - vmin <= maxabsvalue * tiny:\n",
      "C:\\Users\\preeti sharma\\anaconda3\\lib\\site-packages\\matplotlib\\axes\\_base.py:2477: RuntimeWarning: overflow encountered in double_scalars\n",
      "  delta = (x1t - x0t) * margin\n"
     ]
    }
   ],
   "source": [
    "sns.pairplot(df1, vars=log_t_cols, hue = 'trip_duration', plot_kws={'alpha' : 0.5})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "b_cols = ['pickup_longitude', 'dropoff_longitude']\n",
    "df1 = pd.DataFrame()\n",
    "\n",
    "for i in b_cols:\n",
    "    df1[str('log_')+ i] = np.log(df[i] + 17000)\n",
    "\n",
    "log_b_cols = df1.columns\n",
    "df1['trip_duration'] = df['trip_duration']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sns.pairplot(df1,vars=log_b_cols, hue = 'trip_duration',plot_kws={'alpha':0.5})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "d_cols = ['pickup_latitude', 'dropoff_latitude']\n",
    "df1 = pd.DataFrame()\n",
    "\n",
    "for i in d_cols:\n",
    "    df1[str('log_')+ i] = np.log(df[i] + 17000)\n",
    "\n",
    "log_d_cols = df1.columns\n",
    "df1['trip_duration'] = df['trip_duration']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sns.pairplot(df1, vars = log_d_cols, plot_kws = {'alpha' : 1})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "c_cols = ['pickup_longitude', 'pickup_latitude']\n",
    "df1 = pd.DataFrame()\n",
    "\n",
    "for i in c_cols:\n",
    "    df1[str('log_')+ i] = np.log(df[i] + 17000)\n",
    "\n",
    "log_c_cols = df1.columns\n",
    "df1['trip_duration'] = df['trip_duration']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sns.pairplot(df1, vars = log_c_cols, plot_kws = {'alpha' : 1})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "e_cols = ['dropoff_longitude', 'dropoff_latitude']\n",
    "df1 = pd.DataFrame()\n",
    "\n",
    "for i in e_cols:\n",
    "    df1[str('log_')+ i] = np.log(df[i] + 17000)\n",
    "\n",
    "log_e_cols = df1.columns\n",
    "df1['trip_duration'] = df['trip_duration']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sns.pairplot(df1, vars = log_e_cols, plot_kws = {'alpha' : 1})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Remove 1st and 99th percentile and plot\n",
    "\n",
    "df2 = df[['pickup_latitude', 'dropoff_latitude']]\n",
    "\n",
    "low = .01\n",
    "high = .99\n",
    "quant_df = df2.quantile([low, high])\n",
    "print(quant_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df2 = df[['pickup_latitude', 'dropoff_longitude']]\n",
    "\n",
    "low = .01\n",
    "high = .99\n",
    "quant_df = df2.quantile([low, high])\n",
    "print(quant_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df3 = df2.apply(lambda x :  x[(x>quant_df.loc[low,x.name]) & \n",
    "                                    (x < quant_df.loc[high,x.name])], axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "q_cols = ['pickup_longitude', 'pickup_latitude']\n",
    "df1 = pd.DataFrame()\n",
    "\n",
    "for i in q_cols:\n",
    "    df1[str('log_')+ i] = np.log(df[i] + 17000)\n",
    "\n",
    "log_q_cols = df1.columns\n",
    "df1['trip_duration'] = df['trip_duration']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sns.pairplot(df1, vars = log_q_cols, hue = 'trip_duration',plot_kws = {'alpha' : 0.5})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sns.pairplot(df1, vars = log_q_cols, hue = 'trip_duration',plot_kws = {'alpha' : 0.2})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# KDE Plot Smoothens out even if there are no values for a value\n",
    "def kdeplot(feature):\n",
    "    plt.figure(figsize=(9, 4))\n",
    "    plt.title(\"KDE Plot for {}\".format(feature))\n",
    "    ax0 = sns.kdeplot(df[df['trip_duration'] == 0][feature].dropna(), color= 'dodgerblue', label= 'Trip - 0')\n",
    "    ax1 = sns.kdeplot(df[df['trip_duration'] == 1][feature].dropna(), color= 'orange', label= 'Trip - 1')\n",
    "\n",
    "kdeplot('passenger_count')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "kdeplot('vendor_id')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = df[df['trip_duration']<300]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['passenger_count'].value_counts().head(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['vendor_id'].value_counts().head(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['pickup'] = df['pickup_latitude'].copy()\n",
    "counts = df.pickup_latitude.value_counts()\n",
    "df.pickup[df['pickup_latitude'].isin(counts[counts > 900].index)] = 3\n",
    "df.pickup[df['pickup_latitude'].isin(counts[counts < 900].index) & df['pickup'].isin(counts[counts >= 350].index)] = 2\n",
    "df.pickup[df['pickup_latitude'].isin(counts[counts < 350].index) & df['pickup'].isin(counts[counts >= 100].index)] = 1\n",
    "df.pickup[df['pickup_latitude'].isin(counts[counts < 100].index)] = 0\n",
    "\n",
    "df['pickup'] = pd.to_numeric(df['pickup'], errors='coerce')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['pickup_longitude'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "int_level = df['pickup_longitude'].value_counts()\n",
    "\n",
    "plt.figure(figsize=(8,4))\n",
    "sns.barplot(int_level.index,  alpha=0.8, color=color[1])\n",
    "plt.ylabel('Duration of trip', fontsize=12)\n",
    "plt.xlabel('branch bins', fontsize=12)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def barplot_percentages(feature):\n",
    "    #fig, (ax1, ax2) = plt.subplots(ncols=2, figsize=(16, 6))\n",
    "    ax1 = df.groupby(feature)['trip_duration'].value_counts(normalize=True).unstack()\n",
    "    ax1.plot(kind='bar', stacked='True')\n",
    "    int_level = df[feature].value_counts()\n",
    "\n",
    "    plt.figure(figsize=(8,4))\n",
    "    sns.barplot(int_level.index, int_level.values, alpha=0.8, color=color[1])\n",
    "    plt.ylabel('Duration of trip', fontsize=12)\n",
    "    plt.xlabel(str(feature), fontsize=12)\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['pickup_longitude'][df['pickup_longitude'] > 3] = 3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bins=[0,0.5,6]\n",
    "group = ['Var','Car']\n",
    "df['pickup_latitude'] = pd.cut(df['trip_duration'],bins,labels=group)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sorted_data = df.sort_values(by='trip_duration')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sorted_data[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.isnull().issum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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