weather_forecast.ipynb

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  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "import http.client\n",
    "import requests\n",
    "import datetime\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams['figure.figsize'] = (20.0, 10.0)\n",
    "import seaborn as sns\n",
    "sns.set_context('talk')\n",
    "sns.set_style(\"darkgrid\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "200\n{'Server': 'openresty', 'Date': 'Tue, 30 Mar 2021 19:10:17 GMT', 'Content-Type': 'application/json; charset=utf-8', 'Content-Length': '18958', 'Connection': 'keep-alive', 'X-Cache-Key': '/data/2.5/onecall?lat=51.23&lon=0.15&units=metric', 'Access-Control-Allow-Origin': '*', 'Access-Control-Allow-Credentials': 'true', 'Access-Control-Allow-Methods': 'GET, POST'}\n{\"lat\":51.2299,\"lon\":0.1463,\"timezone\":\"Europe/London\",\"timezone_offset\":3600,\"current\":{\"dt\":161713\n"
     ]
    }
   ],
   "source": [
    "\n",
    "lat=51.2299\n",
    "lon=0.1463\n",
    "with open('weathermap.appid') as f: appid=f.read()\n",
    "\n",
    "reqmap = {\n",
    "    'lat' : lat,\n",
    "    'lon' : lon,\n",
    "    'appid' : appid,\n",
    "    'units' : 'metric'\n",
    "}\n",
    "\n",
    "\n",
    "url = 'https://api.openweathermap.org/data/2.5/onecall'\n",
    "response = requests.get(url, reqmap)\n",
    "\n",
    "print(response.status_code)\n",
    "print(response.headers)\n",
    "print(response.text[:100])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "daily=pd.json_normalize(response.json()[\"daily\"])\n",
    "daily.index = daily.dt.apply(datetime.datetime.utcfromtimestamp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "                             dt     sunrise      sunset  pressure  humidity  \\\n",
       "dt                                                                            \n",
       "2021-03-30 12:00:00  1617105600  1617082749  1617128895      1028        58   \n",
       "2021-03-31 12:00:00  1617192000  1617169013  1617215394      1021        60   \n",
       "2021-04-01 12:00:00  1617278400  1617255278  1617301892      1025        72   \n",
       "2021-04-02 12:00:00  1617364800  1617341542  1617388391      1029        57   \n",
       "2021-04-03 12:00:00  1617451200  1617427808  1617474890      1032        56   \n",
       "2021-04-04 12:00:00  1617537600  1617514073  1617561388      1024        47   \n",
       "2021-04-05 12:00:00  1617624000  1617600339  1617647887      1006        83   \n",
       "2021-04-06 12:00:00  1617710400  1617686605  1617734386      1012        56   \n",
       "\n",
       "                     dew_point  wind_speed  wind_deg  \\\n",
       "dt                                                     \n",
       "2021-03-30 12:00:00       9.67        3.98       159   \n",
       "2021-03-31 12:00:00      10.80        4.29       205   \n",
       "2021-04-01 12:00:00       7.97        7.35        54   \n",
       "2021-04-02 12:00:00       1.86        6.30        41   \n",
       "2021-04-03 12:00:00       2.23        5.89        40   \n",
       "2021-04-04 12:00:00       1.57        3.58       253   \n",
       "2021-04-05 12:00:00      -0.02        6.15         7   \n",
       "2021-04-06 12:00:00      -1.76        5.30       333   \n",
       "\n",
       "                                                               weather  \\\n",
       "dt                                                                       \n",
       "2021-03-30 12:00:00  [{'id': 800, 'main': 'Clear', 'description': '...   \n",
       "2021-03-31 12:00:00  [{'id': 802, 'main': 'Clouds', 'description': ...   \n",
       "2021-04-01 12:00:00  [{'id': 802, 'main': 'Clouds', 'description': ...   \n",
       "2021-04-02 12:00:00  [{'id': 801, 'main': 'Clouds', 'description': ...   \n",
       "2021-04-03 12:00:00  [{'id': 802, 'main': 'Clouds', 'description': ...   \n",
       "2021-04-04 12:00:00  [{'id': 800, 'main': 'Clear', 'description': '...   \n",
       "2021-04-05 12:00:00  [{'id': 601, 'main': 'Snow', 'description': 's...   \n",
       "2021-04-06 12:00:00  [{'id': 500, 'main': 'Rain', 'description': 'l...   \n",
       "\n",
       "                     clouds  ...  temp.max  temp.night  temp.eve  temp.morn  \\\n",
       "dt                           ...                                              \n",
       "2021-03-30 12:00:00       0  ...     18.73       10.75     13.84       7.02   \n",
       "2021-03-31 12:00:00      47  ...     18.91       11.05     13.95       9.73   \n",
       "2021-04-01 12:00:00      27  ...     13.00        4.31      7.30       9.47   \n",
       "2021-04-02 12:00:00      24  ...     11.54        4.94      8.02       2.04   \n",
       "2021-04-03 12:00:00      29  ...     11.20        3.58      7.00       3.39   \n",
       "2021-04-04 12:00:00       2  ...     13.79        4.78      9.22       1.45   \n",
       "2021-04-05 12:00:00     100  ...      5.21        0.70      2.44       5.21   \n",
       "2021-04-06 12:00:00      32  ...      6.29        1.31      5.05      -1.38   \n",
       "\n",
       "                     feels_like.day  feels_like.night  feels_like.eve  \\\n",
       "dt                                                                      \n",
       "2021-03-30 12:00:00           15.30              8.89           12.48   \n",
       "2021-03-31 12:00:00           16.02              9.95           12.70   \n",
       "2021-04-01 12:00:00            7.41             -2.31            1.17   \n",
       "2021-04-02 12:00:00            3.95             -0.67            1.88   \n",
       "2021-04-03 12:00:00            4.70              0.91            3.25   \n",
       "2021-04-04 12:00:00            8.19              0.92            4.66   \n",
       "2021-04-05 12:00:00           -3.76             -3.66           -2.50   \n",
       "2021-04-06 12:00:00            0.34             -2.01            2.14   \n",
       "\n",
       "                     feels_like.morn  snow  rain  \n",
       "dt                                                \n",
       "2021-03-30 12:00:00             4.51   NaN   NaN  \n",
       "2021-03-31 12:00:00             7.90   NaN   NaN  \n",
       "2021-04-01 12:00:00             5.88   NaN   NaN  \n",
       "2021-04-02 12:00:00            -3.18   NaN   NaN  \n",
       "2021-04-03 12:00:00            -2.00   NaN   NaN  \n",
       "2021-04-04 12:00:00            -1.42   NaN   NaN  \n",
       "2021-04-05 12:00:00             1.39  4.71   NaN  \n",
       "2021-04-06 12:00:00            -6.63   NaN  0.34  \n",
       "\n",
       "[8 rows x 24 columns]"
      ],
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<th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>2021-03-30 12:00:00</th>\n      <td>1617105600</td>\n      <td>1617082749</td>\n      <td>1617128895</td>\n      <td>1028</td>\n      <td>58</td>\n      <td>9.67</td>\n      <td>3.98</td>\n      <td>159</td>\n      <td>[{'id': 800, 'main': 'Clear', 'description': '...</td>\n      <td>0</td>\n      <td>...</td>\n      <td>18.73</td>\n      <td>10.75</td>\n      <td>13.84</td>\n      <td>7.02</td>\n      <td>15.30</td>\n      <td>8.89</td>\n      <td>12.48</td>\n      <td>4.51</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2021-03-31 12:00:00</th>\n      <td>1617192000</td>\n      <td>1617169013</td>\n      <td>1617215394</td>\n      <td>1021</td>\n      <td>60</td>\n      <td>10.80</td>\n      <td>4.29</td>\n      <td>205</td>\n      <td>[{'id': 802, 'main': 'Clouds', 'description': ...</td>\n      <td>47</td>\n      <td>...</td>\n      <td>18.91</td>\n      <td>11.05</td>\n      <td>13.95</td>\n      <td>9.73</td>\n      <td>16.02</td>\n      <td>9.95</td>\n      <td>12.70</td>\n      <td>7.90</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2021-04-01 12:00:00</th>\n      <td>1617278400</td>\n      <td>1617255278</td>\n      <td>1617301892</td>\n      <td>1025</td>\n      <td>72</td>\n      <td>7.97</td>\n      <td>7.35</td>\n      <td>54</td>\n      <td>[{'id': 802, 'main': 'Clouds', 'description': ...</td>\n      <td>27</td>\n      <td>...</td>\n      <td>13.00</td>\n      <td>4.31</td>\n      <td>7.30</td>\n      <td>9.47</td>\n      <td>7.41</td>\n      <td>-2.31</td>\n      <td>1.17</td>\n      <td>5.88</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2021-04-02 12:00:00</th>\n      <td>1617364800</td>\n      <td>1617341542</td>\n      <td>1617388391</td>\n      <td>1029</td>\n      <td>57</td>\n      <td>1.86</td>\n      <td>6.30</td>\n      <td>41</td>\n      <td>[{'id': 801, 'main': 'Clouds', 'description': ...</td>\n      <td>24</td>\n      <td>...</td>\n      <td>11.54</td>\n      <td>4.94</td>\n      <td>8.02</td>\n      <td>2.04</td>\n      <td>3.95</td>\n      <td>-0.67</td>\n      <td>1.88</td>\n      <td>-3.18</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2021-04-03 12:00:00</th>\n      <td>1617451200</td>\n      <td>1617427808</td>\n      <td>1617474890</td>\n      <td>1032</td>\n      <td>56</td>\n      <td>2.23</td>\n      <td>5.89</td>\n      <td>40</td>\n      <td>[{'id': 802, 'main': 'Clouds', 'description': ...</td>\n      <td>29</td>\n      <td>...</td>\n      <td>11.20</td>\n      <td>3.58</td>\n      <td>7.00</td>\n      <td>3.39</td>\n      <td>4.70</td>\n      <td>0.91</td>\n      <td>3.25</td>\n      <td>-2.00</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2021-04-04 12:00:00</th>\n      <td>1617537600</td>\n      <td>1617514073</td>\n      <td>1617561388</td>\n      <td>1024</td>\n      <td>47</td>\n      <td>1.57</td>\n      <td>3.58</td>\n      <td>253</td>\n      <td>[{'id': 800, 'main': 'Clear', 'description': '...</td>\n      <td>2</td>\n      <td>...</td>\n      <td>13.79</td>\n      <td>4.78</td>\n      <td>9.22</td>\n      <td>1.45</td>\n      <td>8.19</td>\n      <td>0.92</td>\n      <td>4.66</td>\n      <td>-1.42</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2021-04-05 12:00:00</th>\n      <td>1617624000</td>\n      <td>1617600339</td>\n      <td>1617647887</td>\n      <td>1006</td>\n      <td>83</td>\n      <td>-0.02</td>\n      <td>6.15</td>\n      <td>7</td>\n      <td>[{'id': 601, 'main': 'Snow', 'description': 's...</td>\n      <td>100</td>\n      <td>...</td>\n      <td>5.21</td>\n      <td>0.70</td>\n      <td>2.44</td>\n      <td>5.21</td>\n      <td>-3.76</td>\n      <td>-3.66</td>\n      <td>-2.50</td>\n      <td>1.39</td>\n      <td>4.71</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2021-04-06 12:00:00</th>\n      <td>1617710400</td>\n      <td>1617686605</td>\n      <td>1617734386</td>\n      <td>1012</td>\n      <td>56</td>\n      <td>-1.76</td>\n      <td>5.30</td>\n      <td>333</td>\n      <td>[{'id': 500, 'main': 'Rain', 'description': 'l...</td>\n      <td>32</td>\n      <td>...</td>\n      <td>6.29</td>\n      <td>1.31</td>\n      <td>5.05</td>\n      <td>-1.38</td>\n      <td>0.34</td>\n      <td>-2.01</td>\n      <td>2.14</td>\n      <td>-6.63</td>\n      <td>NaN</td>\n      <td>0.34</td>\n    </tr>\n  </tbody>\n</table>\n<p>8 rows × 24 columns</p>\n</div>"
     },
     "metadata": {},
     "execution_count": 26
    }
   ],
   "source": [
    "daily"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
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\n"
     },
     "metadata": {}
    }
   ],
   "source": [
    "daily[[\"temp.min\", \"temp.max\", \"temp.morn\", \"temp.day\", \"temp.eve\"]].plot()"
   ]
  }
 ]
}