m201-air-quality-measures-quantaq.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## QuantAQ Data\n",
    "Data are available via an API. \n",
    "\n",
    "The first step is to sign up for a free QuantAQ account: https://app.quant-aq.com/auth/sign-up\n",
    "\n",
    "<img src=\"./images/QuantAQ-SignUp.png\" alt=\"QuantAQ Signup\" width=\"400\"/>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The next step is to obtain an API Key:\n",
    "\n",
    "From the API Documentation\n",
    "\n",
    "Obtaining an API key\n",
    "Authentication is handled using HTTP Basic Auth which consists of sending an API key that is unique to your account with each request. This key should be kept secret and not shared with anyone. This API key is tied to your user account and will only allow you to take actions within your assigned scope of permissions.\n",
    "\n",
    "You can generate an API key for your account by visiting the Developer section within the QuantAQ Cloud and clicking Generate New Key in the upper right-hand corner of your screen. It is recommended that you set this key as an environment variable on your computer with the name QUANTAQ_APIKEY.\n",
    "\n",
    "To include your API key in your request, add an HTTP Authorization header, consisting of a usernameand password. When using httpie, you can use the -aflag to indicate authorization. The API key serves as the username and the password should be left blank.\n",
    "\n",
    "<img src=\"./images/QuantAQ-Key.png\" alt=\"QuantAQ API-Key\" width=\"800\"/>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Install the python package available for working with the API which is fully described here: https://github.com/quant-aq/py-quantaq.git"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Defaulting to user installation because normal site-packages is not writeable\n",
      "Collecting git+https://github.com/quant-aq/py-quantaq.git\n",
      "  Cloning https://github.com/quant-aq/py-quantaq.git to c:\\users\\kyttm\\appdata\\local\\temp\\pip-req-build-yknzcqo6\n",
      "  Resolved https://github.com/quant-aq/py-quantaq.git to commit 166f63b748d6267de2a744b0429bb8742ac08949\n",
      "  Installing build dependencies: started\n",
      "  Installing build dependencies: finished with status 'done'\n",
      "  Getting requirements to build wheel: started\n",
      "  Getting requirements to build wheel: finished with status 'done'\n",
      "    Preparing wheel metadata: started\n",
      "    Preparing wheel metadata: finished with status 'done'\n",
      "Requirement already satisfied: setuptools<70.0,>=47.0 in c:\\program files\\python310\\lib\\site-packages (from py-quantaq==1.3.0) (57.4.0)\n",
      "Requirement already satisfied: urllib3>=1.26.5 in c:\\users\\kyttm\\appdata\\roaming\\python\\python310\\site-packages (from py-quantaq==1.3.0) (2.3.0)\n",
      "Requirement already satisfied: numpy>=1.22 in c:\\users\\kyttm\\appdata\\roaming\\python\\python310\\site-packages (from py-quantaq==1.3.0) (2.2.2)\n",
      "Requirement already satisfied: requests<3.0,>=2.24 in c:\\users\\kyttm\\appdata\\roaming\\python\\python310\\site-packages (from py-quantaq==1.3.0) (2.32.3)\n",
      "Requirement already satisfied: pandas>=1.0 in c:\\users\\kyttm\\appdata\\roaming\\python\\python310\\site-packages (from py-quantaq==1.3.0) (2.2.3)\n",
      "Requirement already satisfied: python-dateutil>=2.8.2 in c:\\users\\kyttm\\appdata\\roaming\\python\\python310\\site-packages (from pandas>=1.0->py-quantaq==1.3.0) (2.9.0.post0)\n",
      "Requirement already satisfied: tzdata>=2022.7 in c:\\users\\kyttm\\appdata\\roaming\\python\\python310\\site-packages (from pandas>=1.0->py-quantaq==1.3.0) (2025.1)\n",
      "Requirement already satisfied: pytz>=2020.1 in c:\\users\\kyttm\\appdata\\roaming\\python\\python310\\site-packages (from pandas>=1.0->py-quantaq==1.3.0) (2024.2)\n",
      "Requirement already satisfied: six>=1.5 in c:\\users\\kyttm\\appdata\\roaming\\python\\python310\\site-packages (from python-dateutil>=2.8.2->pandas>=1.0->py-quantaq==1.3.0) (1.17.0)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\kyttm\\appdata\\roaming\\python\\python310\\site-packages (from requests<3.0,>=2.24->py-quantaq==1.3.0) (2024.12.14)\n",
      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\kyttm\\appdata\\roaming\\python\\python310\\site-packages (from requests<3.0,>=2.24->py-quantaq==1.3.0) (3.10)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\kyttm\\appdata\\roaming\\python\\python310\\site-packages (from requests<3.0,>=2.24->py-quantaq==1.3.0) (3.4.1)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  Running command git clone -q https://github.com/quant-aq/py-quantaq.git 'C:\\Users\\kyttm\\AppData\\Local\\Temp\\pip-req-build-yknzcqo6'\n",
      "WARNING: You are using pip version 21.2.3; however, version 25.0 is available.\n",
      "You should consider upgrading via the 'C:\\Program Files\\Python310\\python.exe -m pip install --upgrade pip' command.\n"
     ]
    }
   ],
   "source": [
    "# install py-quantaq\n",
    "!pip install git+https://github.com/quant-aq/py-quantaq.git"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# import the library\n",
    "import quantaq\n",
    "import os, getpass\n",
    "# Set the API key as an environment variable within the notebook session\n",
    "os.environ['QUANTAQ_APIKEY'] = getpass.getpass(\"Enter your API key: \")\n",
    "# Initialize the QuantAQ client\n",
    "client = quantaq.QuantAQAPIClient(api_key=os.environ['QUANTAQ_APIKEY'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'confirmed': True, 'email': 'topstschool@ciesin.columbia.edu', 'first_name': 'TOPS', 'id': 2704, 'is_administrator': False, 'last_name': 'SCHOOL', 'last_seen': '2025-02-12T19:42:08.468000', 'member_since': '2025-01-31T14:38:35.980542', 'role': 1, 'username': 'topstschool'}\n"
     ]
    }
   ],
   "source": [
    "# verify account information\n",
    "whoami = client.whoami()\n",
    "print (whoami)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'created_on': '2023-10-18T20:43:11.197345+00:00', 'description': 'South Bronx Unite brings together neighborhood residents, community organizations, academic institutions, and allies to improve and protect the social, environmental, and economic future of Mott Haven and Port Morris.', 'devices': ['MOD-PM-01153', 'MOD-PM-01317', 'MOD-PM-01315', 'MOD-PM-01145', 'MOD-PM-01334', 'MOD-PM-01149', 'MOD-PM-01158', 'MOD-00480', 'MOD-PM-01328', 'MOD-PM-01163', 'MOD-PM-01332', 'MOD-PM-01333', 'MOD-PM-01322', 'MOD-PM-01150', 'MOD-PM-01160', 'MOD-PM-01324', 'MOD-PM-01148', 'MOD-00693', 'MOD-00697', 'MOD-PM-01152', 'MOD-PM-01154', 'MOD-PM-01331', 'MOD-PM-01156', 'MOD-PM-01162', 'MOD-00479', 'MOD-00695', 'MOD-00478', 'MOD-00778', 'MOD-00481', 'MOD-PM-01144', 'MOD-PM-01460', 'MOD-00696', 'MOD-00782', 'MOD-00780', 'MOD-00482', 'MOD-00779', 'MOD-PM-01321', 'MOD-00694', 'MOD-PM-01325', 'MOD-PM-01155', 'MOD-PM-01161', 'MOD-PM-01318', 'MOD-00781', 'MOD-PM-01147', 'MOD-PM-01159', 'MOD-PM-01146', 'MOD-PM-01459', 'MOD-PM-01461', 'MOD-PM-01462', 'MOD-PM-01463', 'MOD-PM-01464', 'MOD-PM-01465', 'MOD-PM-01467', 'MOD-PM-01468', 'MOD-PM-01326', 'MOD-PM-01157', 'MOD-PM-01320', 'MOD-PM-01330', 'MOD-PM-01316', 'MOD-PM-01319', 'MOD-PM-01327', 'MOD-PM-01151', 'MOD-PM-01329', 'MOD-PM-01323'], 'id': 1295, 'members': [{'role': 'member', 'user': 'topstschool'}], 'name': 'South Bronx Unite', 'networks': [99], 'sandbox': False}, {'created_on': '2025-01-31T14:38:35.986928+00:00', 'description': 'Only you can see devices here', 'devices': [], 'id': 2574, 'members': [{'role': 'admin', 'user': 'topstschool'}], 'name': 'topstschool Sandbox 5194', 'networks': [], 'sandbox': True}]\n"
     ]
    }
   ],
   "source": [
    "# You can retrieve a list of all the organizations visible to you:\n",
    "organizations = client.organizations.list()\n",
    "print (organizations)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-06-04T20:53:10.575533', 'description': 'MOD-PM-01144 - La Finca del Sur (110 E 138th St)', 'geo': {'lat': 40.813, 'lon': -73.93}, 'id': 1842, 'last_seen': '2025-02-13T09:16:36', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01144', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01144'}\n",
      "MOD-PM-01144\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-06-04T20:54:36.550466', 'description': \"St Ann's Episcopal Church\", 'geo': {'lat': 40.809, 'lon': -73.9164}, 'id': 1843, 'last_seen': '2025-02-13T18:06:48', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01145', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01145'}\n",
      "MOD-PM-01145\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-06-04T20:56:29.139507', 'description': 'Maria Sola Community Garden', 'geo': {'lat': 40.809, 'lon': -73.929}, 'id': 1844, 'last_seen': '2024-10-07T13:52:56', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01146', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01146'}\n",
      "MOD-PM-01146\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-06-04T21:00:53.270152', 'description': 'MOD-PM-01147 - 335 E 140th St', 'geo': {'lat': 40.811, 'lon': -73.924}, 'id': 1845, 'last_seen': '2025-02-13T18:10:08', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01147', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01147'}\n",
      "MOD-PM-01147\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-06-04T21:05:04.456115', 'description': 'MOD-PM-01148 - Ethical Culture Fieldston School ', 'geo': {'lat': 40.89, 'lon': -73.906}, 'id': 1846, 'last_seen': '2025-02-13T18:09:08', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01148', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01148'}\n",
      "MOD-PM-01148\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-06-04T21:06:49.206076', 'description': 'Association for Energy Affordability ', 'geo': {'lat': 40.805, 'lon': -73.923}, 'id': 1847, 'last_seen': '2025-02-13T04:34:18', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01149', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01149'}\n",
      "MOD-PM-01149\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-06-04T21:08:09.821511', 'description': 'MOD-PM-01150 - Brook Park', 'geo': {'lat': 40.81, 'lon': -73.919}, 'id': 1848, 'last_seen': '2025-02-13T18:09:03', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01150', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01150'}\n",
      "MOD-PM-01150\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-06-25T15:19:02.387395', 'description': 'MOD-00478 - MS 302 (681 Kelly St): DEC Monitor Comparison', 'geo': {'lat': 40.816, 'lon': -73.901}, 'id': 1892, 'last_seen': '2025-02-13T18:10:59', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00478', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00478'}\n",
      "MOD-00478\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-06-25T15:21:58.029294', 'description': 'MOD-00479 - Bruckner Garden', 'geo': {'lat': 40.80375489522133, 'lon': -73.91505937806937}, 'id': 1893, 'last_seen': '2025-02-13T18:06:48', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00479', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00479'}\n",
      "MOD-00479\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-06-25T15:28:06.945839', 'description': 'MOD-00480 - Harlem River Yards Waste Transfer Station', 'geo': {'lat': 40.806, 'lon': -73.93}, 'id': 1894, 'last_seen': '2025-02-13T18:08:34', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00480', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480'}\n",
      "MOD-00480\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-06-25T15:31:16.336467', 'description': 'MOD-00481 - South Bronx Unite Office (Outside)', 'geo': {'lat': 40.808, 'lon': -73.93}, 'id': 1895, 'last_seen': '2025-02-13T06:09:23', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00481', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00481'}\n",
      "MOD-00481\n",
      "{'city': 'Manhattan', 'country': 'US', 'created': '2023-06-25T15:36:05.834365', 'description': 'MOD-00482 - Governors Island (Liberty Vista)', 'geo': {'lat': 40.686, 'lon': -74.024}, 'id': 1896, 'last_seen': '2025-02-13T18:09:28', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00482', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00482'}\n",
      "MOD-00482\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T18:44:22.499474', 'description': 'MOD-PM-01151 - 408 E 136th St', 'geo': {'lat': 40.808, 'lon': -73.923}, 'id': 1906, 'last_seen': '2025-02-13T07:20:25', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01151', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01151'}\n",
      "MOD-PM-01151\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:16:40.434486', 'description': 'MSHS 223 (423 Willis Ave)', 'geo': {'lat': 40.813, 'lon': -73.92}, 'id': 1908, 'last_seen': '2025-02-13T11:22:19', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01152', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01152'}\n",
      "MOD-PM-01152\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:19:11.978149', 'description': 'MOD-PM-01153 - Latino Pastoral Action Center', 'geo': {'lat': 40.84049312316064, 'lon': -73.91856500498052}, 'id': 1909, 'last_seen': '2025-02-13T18:06:54', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': True, 'sn': 'MOD-PM-01153', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01153'}\n",
      "MOD-PM-01153\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:20:19.099945', 'description': 'MOD-PM-01154 - El Coqui Garden (414 E 163rd St)', 'geo': {'lat': 40.825, 'lon': -73.913}, 'id': 1910, 'last_seen': '2025-02-13T18:08:56', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01154', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01154'}\n",
      "MOD-PM-01154\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:21:29.528584', 'description': 'Revel Site (799 E 140th St)', 'geo': {'lat': 40.8055, 'lon': -73.9095}, 'id': 1911, 'last_seen': '2025-02-13T18:05:25', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01155', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01155'}\n",
      "MOD-PM-01155\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:22:03.832218', 'description': 'MOD-PM-01156 - Rainbow Garden (379 E 159th St)', 'geo': {'lat': 40.82342765362052, 'lon': -73.91514328905774}, 'id': 1912, 'last_seen': '2025-02-13T18:07:41', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01156', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01156'}\n",
      "MOD-PM-01156\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:22:37.673615', 'description': \"MOD-PM-01157 - Randall's Island\", 'geo': {'lat': 40.796, 'lon': -73.919}, 'id': 1913, 'last_seen': '2024-08-19T20:42:49', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01157', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01157'}\n",
      "MOD-PM-01157\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:23:21.312508', 'description': 'MOD-PM-01158 - MSHS 223 (368 E 144th St)', 'geo': {'lat': 40.813, 'lon': -73.921}, 'id': 1914, 'last_seen': '2025-02-13T18:07:43', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01158', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01158'}\n",
      "MOD-PM-01158\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:23:55.458125', 'description': '533 Tinton Ave', 'geo': {'lat': 40.8124, 'lon': -73.9066}, 'id': 1915, 'last_seen': '2025-02-13T17:51:06', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01159', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01159'}\n",
      "MOD-PM-01159\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:24:41.660577', 'description': 'MOD-PM-01160 - MS 302: Ground Level', 'geo': {'lat': 40.816, 'lon': -73.902}, 'id': 1916, 'last_seen': '2025-02-13T18:11:35', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': True, 'sn': 'MOD-PM-01160', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01160'}\n",
      "MOD-PM-01160\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:25:21.388121', 'description': 'MOD-PM-01161 SBU Conference Room', 'geo': {'lat': None, 'lon': None}, 'id': 1917, 'last_seen': '2025-02-13T18:05:30', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01161', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01161'}\n",
      "MOD-PM-01161\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:25:53.238732', 'description': '870 Southern Boulevard (SEBCO)', 'geo': {'lat': 40.8186, 'lon': -73.8935}, 'id': 1918, 'last_seen': '2025-02-13T18:11:31', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01162', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01162'}\n",
      "MOD-PM-01162\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-08-03T21:26:58.834616', 'description': 'MOD-PM-01163 - NYCSBUS Zerega School Bus Depot (1101 Zerega Ave)', 'geo': {'lat': 40.831, 'lon': -73.845}, 'id': 1919, 'last_seen': '2025-02-13T18:07:14', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01163', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01163'}\n",
      "MOD-PM-01163\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:36:13.101167', 'description': '700 E 134th St', 'geo': {'lat': 40.8026, 'lon': -73.9153}, 'id': 2117, 'last_seen': '2025-02-13T18:08:23', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01315', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01315'}\n",
      "MOD-PM-01315\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:37:08.586575', 'description': 'Test Monitor 4 - PM', 'geo': {'lat': None, 'lon': None}, 'id': 2118, 'last_seen': '2024-08-12T21:17:15', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01316', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01316'}\n",
      "MOD-PM-01316\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:38:25.492421', 'description': 'MOD-PM-01317', 'geo': {'lat': None, 'lon': None}, 'id': 2119, 'last_seen': '2025-02-13T17:58:03', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01317', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01317'}\n",
      "MOD-PM-01317\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:39:21.285877', 'description': '1212 Seneca Ave (SEBCO)', 'geo': {'lat': 40.8187, 'lon': -73.8884}, 'id': 2120, 'last_seen': '2025-02-13T08:31:04', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01318', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01318'}\n",
      "MOD-PM-01318\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:40:38.032979', 'description': 'Test Monitor 5 - PM', 'geo': {'lat': None, 'lon': None}, 'id': 2121, 'last_seen': '2024-08-10T14:31:46', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01319', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01319'}\n",
      "MOD-PM-01319\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:41:36.515142', 'description': 'Test Monitor 6 - PM', 'geo': {'lat': None, 'lon': None}, 'id': 2122, 'last_seen': '2024-08-12T21:13:37', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01320', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01320'}\n",
      "MOD-PM-01320\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:42:35.162369', 'description': '817 Faile St (SEBCO)', 'geo': {'lat': 40.8176, 'lon': -73.8874}, 'id': 2123, 'last_seen': '2025-02-13T18:06:39', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01321', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01321'}\n",
      "MOD-PM-01321\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:44:03.325201', 'description': '852 E 165th St (SEBCO)', 'geo': {'lat': 40.8242, 'lon': -73.8995}, 'id': 2124, 'last_seen': '2025-02-12T05:15:19', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01322', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01322'}\n",
      "MOD-PM-01322\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:44:59.009725', 'description': 'Test Monitor 7 - PM', 'geo': {'lat': None, 'lon': None}, 'id': 2125, 'last_seen': '2024-06-16T19:26:35', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01323', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01323'}\n",
      "MOD-PM-01323\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:46:08.460051', 'description': '567 Southern Boulevard (SEBCO)', 'geo': {'lat': 40.813, 'lon': -73.9029}, 'id': 2126, 'last_seen': '2025-02-13T18:06:31', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01324', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01324'}\n",
      "MOD-PM-01324\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:47:16.880965', 'description': '852 E 163rd St (SEBCO)', 'geo': {'lat': 40.822, 'lon': -73.9}, 'id': 2127, 'last_seen': '2025-02-12T03:42:27', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01325', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01325'}\n",
      "MOD-PM-01325\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:48:22.035483', 'description': '580 Courtlandt Ave (SEBCO)', 'geo': {'lat': 40.8176, 'lon': -73.9189}, 'id': 2128, 'last_seen': '2023-11-16T23:10:48', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01326', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01326'}\n",
      "MOD-PM-01326\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:49:33.940867', 'description': 'Test Monitor 9 - PM', 'geo': {'lat': None, 'lon': None}, 'id': 2129, 'last_seen': '2024-08-03T08:30:56', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01327', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01327'}\n",
      "MOD-PM-01327\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:50:39.504897', 'description': '665 Casanova St (SEBCO)', 'geo': {'lat': 40.8137, 'lon': -73.8903}, 'id': 2130, 'last_seen': '2025-02-13T18:04:42', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01328', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01328'}\n",
      "MOD-PM-01328\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:51:30.928683', 'description': 'Test Monitor 10 - PM', 'geo': {'lat': None, 'lon': None}, 'id': 2131, 'last_seen': '2024-08-12T21:16:12', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01329', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01329'}\n",
      "MOD-PM-01329\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:52:39.887475', 'description': 'MOD-PM-01330', 'geo': {'lat': None, 'lon': None}, 'id': 2132, 'last_seen': '2024-08-16T15:12:39', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01330', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01330'}\n",
      "MOD-PM-01330\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:53:43.141981', 'description': '575 E 161st St (SEBCO)', 'geo': {'lat': 40.8228, 'lon': -73.9093}, 'id': 2133, 'last_seen': '2025-02-13T18:07:44', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01331', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01331'}\n",
      "MOD-PM-01331\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:58:06.390818', 'description': 'MOD-PM-01333', 'geo': {'lat': 40.8092, 'lon': -73.9102}, 'id': 2134, 'last_seen': '2025-02-13T09:14:46', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01333', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01333'}\n",
      "MOD-PM-01333\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T11:59:16.988764', 'description': '479 Courtlandt Ave (SEBCO)', 'geo': {'lat': 40.8152, 'lon': -73.9205}, 'id': 2135, 'last_seen': '2025-02-13T18:09:22', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01334', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01334'}\n",
      "MOD-PM-01334\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2023-11-11T12:59:02.986054', 'description': '994 Intervale Ave (SEBCO)', 'geo': {'lat': 40.82351562620739, 'lon': -73.89657669332733}, 'id': 2152, 'last_seen': '2025-02-13T18:07:25', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01332', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01332'}\n",
      "MOD-PM-01332\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2024-02-14T00:55:15.773537', 'description': 'Cross Bronx Expressway', 'geo': {'lat': 40.8455, 'lon': -73.9059}, 'id': 2384, 'last_seen': '2025-02-12T09:19:19', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00693', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00693'}\n",
      "MOD-00693\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2024-02-14T00:58:05.147237', 'description': 'MOD-00694', 'geo': {'lat': None, 'lon': None}, 'id': 2385, 'last_seen': '2024-12-01T17:04:15', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00694', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00694'}\n",
      "MOD-00694\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2024-02-14T00:59:27.125947', 'description': '1150 Garrison Ave (SEBCO)', 'geo': {'lat': 40.8201, 'lon': -73.8885}, 'id': 2386, 'last_seen': '2025-02-13T11:27:04', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00695', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00695'}\n",
      "MOD-00695\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2024-02-14T01:01:04.136892', 'description': 'MOD-00696', 'geo': {'lat': None, 'lon': None}, 'id': 2387, 'last_seen': '2025-02-13T09:08:56', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00696', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00696'}\n",
      "MOD-00696\n",
      "{'city': 'Bronx', 'country': 'US', 'created': '2024-02-14T01:02:43.833024', 'description': 'Hostos Community College', 'geo': {'lat': 40.8189, 'lon': -73.9272}, 'id': 2388, 'last_seen': '2025-02-13T04:21:48', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00697', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00697'}\n",
      "MOD-00697\n",
      "{'city': '', 'country': 'US', 'created': '2024-04-26T20:44:24.707820', 'description': 'MOD-00778', 'geo': {'lat': None, 'lon': None}, 'id': 2501, 'last_seen': '2024-12-17T17:25:43', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00778', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00778'}\n",
      "MOD-00778\n",
      "{'city': '', 'country': 'US', 'created': '2024-04-26T20:46:15.054410', 'description': 'MOD-00779', 'geo': {'lat': None, 'lon': None}, 'id': 2502, 'last_seen': '2024-12-14T16:58:41', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00779', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00779'}\n",
      "MOD-00779\n",
      "{'city': '', 'country': 'US', 'created': '2024-04-26T20:47:37.469153', 'description': 'MOD-00780', 'geo': {'lat': None, 'lon': None}, 'id': 2503, 'last_seen': '2024-12-17T01:50:08', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00780', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00780'}\n",
      "MOD-00780\n",
      "{'city': '', 'country': 'US', 'created': '2024-04-26T20:51:58.010935', 'description': 'MOD-00781', 'geo': {'lat': None, 'lon': None}, 'id': 2504, 'last_seen': '2024-12-01T02:51:01', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00781', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00781'}\n",
      "MOD-00781\n",
      "{'city': '', 'country': 'US', 'created': '2024-04-26T20:53:54.961313', 'description': 'MOD-00782', 'geo': {'lat': None, 'lon': None}, 'id': 2505, 'last_seen': '2024-12-01T16:24:05', 'model': 'modulair', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-00782', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00782'}\n",
      "MOD-00782\n",
      "{'city': '', 'country': 'US', 'created': '2024-07-22T12:04:34.768254', 'description': 'MOD-PM-01459', 'geo': {'lat': None, 'lon': None}, 'id': 2565, 'last_seen': '2024-07-25T12:41:26', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01459', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01459'}\n",
      "MOD-PM-01459\n",
      "{'city': '', 'country': 'US', 'created': '2024-07-22T12:05:11.117898', 'description': 'MOD-PM-01460', 'geo': {'lat': None, 'lon': None}, 'id': 2566, 'last_seen': '2024-11-29T09:30:08', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01460', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01460'}\n",
      "MOD-PM-01460\n",
      "{'city': '', 'country': 'US', 'created': '2024-07-22T12:06:16.821852', 'description': 'MOD-PM-01461', 'geo': {'lat': None, 'lon': None}, 'id': 2567, 'last_seen': '2024-11-14T23:09:38', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01461', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01461'}\n",
      "MOD-PM-01461\n",
      "{'city': '', 'country': 'US', 'created': '2024-07-22T12:06:50.062807', 'description': 'MOD-PM-01462', 'geo': {'lat': None, 'lon': None}, 'id': 2568, 'last_seen': '2024-07-25T12:49:27', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01462', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01462'}\n",
      "MOD-PM-01462\n",
      "{'city': '', 'country': 'US', 'created': '2024-07-22T12:08:27.085626', 'description': 'MOD-PM-01463', 'geo': {'lat': None, 'lon': None}, 'id': 2569, 'last_seen': '2024-07-25T12:44:28', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01463', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01463'}\n",
      "MOD-PM-01463\n",
      "{'city': '', 'country': 'US', 'created': '2024-07-22T12:09:06.834877', 'description': 'MOD-PM-01464', 'geo': {'lat': None, 'lon': None}, 'id': 2570, 'last_seen': '2024-07-25T12:45:38', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01464', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01464'}\n",
      "MOD-PM-01464\n",
      "{'city': '', 'country': 'US', 'created': '2024-07-22T12:09:57.567890', 'description': 'MOD-PM-01465', 'geo': {'lat': None, 'lon': None}, 'id': 2571, 'last_seen': '2024-11-20T03:02:43', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01465', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01465'}\n",
      "MOD-PM-01465\n",
      "{'city': '', 'country': 'US', 'created': '2024-07-22T12:11:10.136592', 'description': 'MOD-PM-01467', 'geo': {'lat': None, 'lon': None}, 'id': 2573, 'last_seen': '2024-07-25T12:49:11', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01467', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01467'}\n",
      "MOD-PM-01467\n",
      "{'city': '', 'country': 'US', 'created': '2024-07-22T12:11:53.740928', 'description': 'MOD-PM-01468', 'geo': {'lat': None, 'lon': None}, 'id': 2574, 'last_seen': '2024-07-25T12:46:35', 'model': 'modulair_pm', 'n_datapoints': 0, 'outdoors': True, 'owner_id': 1504, 'private': False, 'sn': 'MOD-PM-01468', 'status': 'ACTIVE', 'timezone': 'US/Eastern', 'url': 'https://api.quant-aq.com/v1/devices/MOD-PM-01468'}\n",
      "MOD-PM-01468\n"
     ]
    }
   ],
   "source": [
    "# To get a list of all devices:\n",
    "devices = client.devices.list()\n",
    "for device in devices:\n",
    "    print(device)\n",
    "    print(device['sn'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'co': None, 'geo': {'lat': 40.806, 'lon': -73.93}, 'met': {'rh': 90.0, 'temp': 6.1, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 4.18, 'pm10': 167.16, 'pm25': 6.95, 'raw_data_id': 83357948, 'rh': 90.0, 'sn': 'MOD-00480', 'temp': 6.1, 'timestamp': '2000-01-01T00:01:01', 'timestamp_local': '1999-12-31T19:01:01', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/83357866'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 39.2, 'temp': 25.9, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.12, 'pm10': 4.33, 'pm25': 2.46, 'raw_data_id': 62314430, 'rh': 39.2, 'sn': 'MOD-00480', 'temp': 25.9, 'timestamp': '2023-09-15T16:45:28', 'timestamp_local': '2023-09-15T12:45:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62314344'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 39.0, 'temp': 25.9, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.17, 'pm10': 45.38, 'pm25': 2.66, 'raw_data_id': 62314427, 'rh': 39.0, 'sn': 'MOD-00480', 'temp': 25.9, 'timestamp': '2023-09-15T16:46:28', 'timestamp_local': '2023-09-15T12:46:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62314345'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 38.6, 'temp': 25.9, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.43, 'pm10': 6.38, 'pm25': 2.87, 'raw_data_id': 62314426, 'rh': 38.6, 'sn': 'MOD-00480', 'temp': 25.9, 'timestamp': '2023-09-15T16:47:28', 'timestamp_local': '2023-09-15T12:47:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62314348'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 38.7, 'temp': 26.0, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.56, 'pm10': 10.06, 'pm25': 2.98, 'raw_data_id': 62314428, 'rh': 38.7, 'sn': 'MOD-00480', 'temp': 26.0, 'timestamp': '2023-09-15T16:48:28', 'timestamp_local': '2023-09-15T12:48:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62314347'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 38.9, 'temp': 26.0, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.07, 'pm10': 27.31, 'pm25': 2.33, 'raw_data_id': 62314429, 'rh': 38.9, 'sn': 'MOD-00480', 'temp': 26.0, 'timestamp': '2023-09-15T16:49:28', 'timestamp_local': '2023-09-15T12:49:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62314346'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 38.8, 'temp': 26.1, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.19, 'pm10': 35.09, 'pm25': 2.55, 'raw_data_id': 62315186, 'rh': 38.8, 'sn': 'MOD-00480', 'temp': 26.1, 'timestamp': '2023-09-15T16:50:28', 'timestamp_local': '2023-09-15T12:50:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62315104'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 38.6, 'temp': 26.1, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.78, 'pm10': 26.26, 'pm25': 3.24, 'raw_data_id': 62315184, 'rh': 38.6, 'sn': 'MOD-00480', 'temp': 26.1, 'timestamp': '2023-09-15T16:51:28', 'timestamp_local': '2023-09-15T12:51:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62315102'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 38.1, 'temp': 26.2, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.61, 'pm10': 30.08, 'pm25': 3.12, 'raw_data_id': 62315185, 'rh': 38.1, 'sn': 'MOD-00480', 'temp': 26.2, 'timestamp': '2023-09-15T16:52:28', 'timestamp_local': '2023-09-15T12:52:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62315103'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 37.8, 'temp': 26.2, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.41, 'pm10': 27.78, 'pm25': 3.94, 'raw_data_id': 62315183, 'rh': 37.8, 'sn': 'MOD-00480', 'temp': 26.2, 'timestamp': '2023-09-15T16:53:28', 'timestamp_local': '2023-09-15T12:53:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62315101'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 38.0, 'temp': 26.3, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.9, 'pm10': 13.22, 'pm25': 3.33, 'raw_data_id': 62315187, 'rh': 38.0, 'sn': 'MOD-00480', 'temp': 26.3, 'timestamp': '2023-09-15T16:54:28', 'timestamp_local': '2023-09-15T12:54:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62315105'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 37.5, 'temp': 26.5, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.49, 'pm10': 2.94, 'pm25': 2.64, 'raw_data_id': 62316667, 'rh': 37.5, 'sn': 'MOD-00480', 'temp': 26.5, 'timestamp': '2023-09-15T17:00:28', 'timestamp_local': '2023-09-15T13:00:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62316585'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 37.4, 'temp': 26.5, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.52, 'pm10': 6.39, 'pm25': 2.96, 'raw_data_id': 62316668, 'rh': 37.4, 'sn': 'MOD-00480', 'temp': 26.5, 'timestamp': '2023-09-15T17:01:28', 'timestamp_local': '2023-09-15T13:01:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62316586'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 37.1, 'temp': 26.5, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.13, 'pm10': 32.39, 'pm25': 3.56, 'raw_data_id': 62316666, 'rh': 37.1, 'sn': 'MOD-00480', 'temp': 26.5, 'timestamp': '2023-09-15T17:02:28', 'timestamp_local': '2023-09-15T13:02:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62316584'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 37.0, 'temp': 26.6, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.08, 'pm10': 5.62, 'pm25': 3.36, 'raw_data_id': 62316669, 'rh': 37.0, 'sn': 'MOD-00480', 'temp': 26.6, 'timestamp': '2023-09-15T17:03:28', 'timestamp_local': '2023-09-15T13:03:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62316587'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 37.4, 'temp': 26.6, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.32, 'pm10': 3.42, 'pm25': 2.7, 'raw_data_id': 62316670, 'rh': 37.4, 'sn': 'MOD-00480', 'temp': 26.6, 'timestamp': '2023-09-15T17:04:28', 'timestamp_local': '2023-09-15T13:04:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62316588'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 37.4, 'temp': 26.6, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.19, 'pm10': 15.49, 'pm25': 2.39, 'raw_data_id': 62317396, 'rh': 37.4, 'sn': 'MOD-00480', 'temp': 26.6, 'timestamp': '2023-09-15T17:05:28', 'timestamp_local': '2023-09-15T13:05:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62317313'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 37.3, 'temp': 26.6, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.1, 'pm10': 4.54, 'pm25': 2.34, 'raw_data_id': 62317399, 'rh': 37.3, 'sn': 'MOD-00480', 'temp': 26.6, 'timestamp': '2023-09-15T17:06:28', 'timestamp_local': '2023-09-15T13:06:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62317317'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 37.3, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 1.77, 'pm10': 2.72, 'pm25': 2.01, 'raw_data_id': 62317398, 'rh': 37.3, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T17:07:28', 'timestamp_local': '2023-09-15T13:07:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62317315'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 37.2, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 1.99, 'pm10': 10.89, 'pm25': 2.2, 'raw_data_id': 62317397, 'rh': 37.2, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T17:08:28', 'timestamp_local': '2023-09-15T13:08:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62317316'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.8, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.51, 'pm10': 4.21, 'pm25': 2.9, 'raw_data_id': 62317395, 'rh': 36.8, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T17:09:28', 'timestamp_local': '2023-09-15T13:09:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62317314'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.8, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.45, 'pm10': 27.56, 'pm25': 2.8, 'raw_data_id': 62318138, 'rh': 36.8, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T17:10:28', 'timestamp_local': '2023-09-15T13:10:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62318056'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.9, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.22, 'pm10': 8.92, 'pm25': 2.51, 'raw_data_id': 62318136, 'rh': 36.9, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T17:11:28', 'timestamp_local': '2023-09-15T13:11:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62318054'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 37.0, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.17, 'pm10': 2.54, 'pm25': 2.39, 'raw_data_id': 62318137, 'rh': 37.0, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T17:12:28', 'timestamp_local': '2023-09-15T13:12:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62318055'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.8, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.2, 'pm10': 14.99, 'pm25': 2.6, 'raw_data_id': 62318135, 'rh': 36.8, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:13:28', 'timestamp_local': '2023-09-15T13:13:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62318053'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.8, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.22, 'pm10': 5.3, 'pm25': 2.56, 'raw_data_id': 62318139, 'rh': 36.8, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:14:28', 'timestamp_local': '2023-09-15T13:14:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62318057'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.6, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.71, 'pm10': 6.23, 'pm25': 2.82, 'raw_data_id': 62318871, 'rh': 36.6, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:15:28', 'timestamp_local': '2023-09-15T13:15:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62318791'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.6, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.72, 'pm10': 15.15, 'pm25': 3.02, 'raw_data_id': 62318869, 'rh': 36.6, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:16:28', 'timestamp_local': '2023-09-15T13:16:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62318788'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.6, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.44, 'pm10': 9.06, 'pm25': 2.76, 'raw_data_id': 62318870, 'rh': 36.6, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:17:28', 'timestamp_local': '2023-09-15T13:17:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62318787'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.2, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.91, 'pm10': 9.13, 'pm25': 4.19, 'raw_data_id': 62318872, 'rh': 36.2, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:18:28', 'timestamp_local': '2023-09-15T13:18:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62318790'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.46, 'pm10': 5.3, 'pm25': 2.71, 'raw_data_id': 62318873, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:19:28', 'timestamp_local': '2023-09-15T13:19:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62318789'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.9, 'pm10': 6.15, 'pm25': 3.3, 'raw_data_id': 62319655, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:20:28', 'timestamp_local': '2023-09-15T13:20:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62319573'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.5, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.55, 'pm10': 5.2, 'pm25': 2.69, 'raw_data_id': 62319656, 'rh': 36.5, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:21:28', 'timestamp_local': '2023-09-15T13:21:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62319574'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.76, 'pm10': 15.09, 'pm25': 3.0, 'raw_data_id': 62319657, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:22:28', 'timestamp_local': '2023-09-15T13:22:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62319575'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.5, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.26, 'pm10': 19.68, 'pm25': 2.4, 'raw_data_id': 62319658, 'rh': 36.5, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:23:28', 'timestamp_local': '2023-09-15T13:23:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62319576'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.67, 'pm10': 3.26, 'pm25': 2.86, 'raw_data_id': 62319659, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:24:28', 'timestamp_local': '2023-09-15T13:24:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62319577'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.53, 'pm10': 3.23, 'pm25': 2.94, 'raw_data_id': 62320382, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:25:28', 'timestamp_local': '2023-09-15T13:25:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62320300'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.5, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.52, 'pm10': 3.63, 'pm25': 2.82, 'raw_data_id': 62320383, 'rh': 36.5, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:26:28', 'timestamp_local': '2023-09-15T13:26:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62320301'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.6, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 1.93, 'pm10': 4.24, 'pm25': 2.01, 'raw_data_id': 62320380, 'rh': 36.6, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:27:28', 'timestamp_local': '2023-09-15T13:27:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62320299'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.6, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 1.98, 'pm10': 3.6, 'pm25': 2.15, 'raw_data_id': 62320381, 'rh': 36.6, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:28:28', 'timestamp_local': '2023-09-15T13:28:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62320298'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.99, 'pm10': 6.56, 'pm25': 3.18, 'raw_data_id': 62320384, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:29:28', 'timestamp_local': '2023-09-15T13:29:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62320302'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.0, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.18, 'pm10': 4.82, 'pm25': 3.48, 'raw_data_id': 62321157, 'rh': 36.0, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:30:28', 'timestamp_local': '2023-09-15T13:30:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62321075'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.5, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.36, 'pm10': 19.14, 'pm25': 2.45, 'raw_data_id': 62321159, 'rh': 36.5, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:31:28', 'timestamp_local': '2023-09-15T13:31:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62321077'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.0, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.7, 'pm10': 16.74, 'pm25': 4.03, 'raw_data_id': 62321158, 'rh': 36.0, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:32:28', 'timestamp_local': '2023-09-15T13:32:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62321076'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.01, 'pm10': 2.85, 'pm25': 2.25, 'raw_data_id': 62321160, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:33:28', 'timestamp_local': '2023-09-15T13:33:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62321078'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.2, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.74, 'pm10': 9.68, 'pm25': 3.02, 'raw_data_id': 62321161, 'rh': 36.2, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:34:28', 'timestamp_local': '2023-09-15T13:34:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62321079'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 35.8, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.93, 'pm10': 5.01, 'pm25': 4.35, 'raw_data_id': 62321915, 'rh': 35.8, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:35:28', 'timestamp_local': '2023-09-15T13:35:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62321831'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.1, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.85, 'pm10': 16.64, 'pm25': 4.23, 'raw_data_id': 62321913, 'rh': 36.1, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:36:28', 'timestamp_local': '2023-09-15T13:36:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62321833'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 1.78, 'pm10': 6.31, 'pm25': 1.99, 'raw_data_id': 62321914, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:37:28', 'timestamp_local': '2023-09-15T13:37:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62321832'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.2, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.15, 'pm10': 22.79, 'pm25': 3.39, 'raw_data_id': 62321916, 'rh': 36.2, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:38:28', 'timestamp_local': '2023-09-15T13:38:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62321834'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.03, 'pm10': 3.42, 'pm25': 2.28, 'raw_data_id': 62321912, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:39:28', 'timestamp_local': '2023-09-15T13:39:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62321830'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.6, 'pm10': 2.97, 'pm25': 2.72, 'raw_data_id': 62322639, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:40:28', 'timestamp_local': '2023-09-15T13:40:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62322558'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 35.8, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.38, 'pm10': 5.92, 'pm25': 3.85, 'raw_data_id': 62322637, 'rh': 35.8, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:41:28', 'timestamp_local': '2023-09-15T13:41:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62322555'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.0, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.93, 'pm10': 17.51, 'pm25': 3.2, 'raw_data_id': 62322640, 'rh': 36.0, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:42:28', 'timestamp_local': '2023-09-15T13:42:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62322559'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 35.8, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.14, 'pm10': 3.81, 'pm25': 3.45, 'raw_data_id': 62322641, 'rh': 35.8, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:43:28', 'timestamp_local': '2023-09-15T13:43:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62322557'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 1.92, 'pm10': 2.11, 'pm25': 2.06, 'raw_data_id': 62322638, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:44:28', 'timestamp_local': '2023-09-15T13:44:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62322556'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.5, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.07, 'pm10': 2.41, 'pm25': 2.2, 'raw_data_id': 62323360, 'rh': 36.5, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:45:28', 'timestamp_local': '2023-09-15T13:45:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62323277'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.22, 'pm10': 2.67, 'pm25': 2.47, 'raw_data_id': 62323359, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:46:28', 'timestamp_local': '2023-09-15T13:46:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62323278'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 35.8, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.48, 'pm10': 9.29, 'pm25': 4.18, 'raw_data_id': 62323357, 'rh': 35.8, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:47:28', 'timestamp_local': '2023-09-15T13:47:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62323275'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.05, 'pm10': 2.92, 'pm25': 2.27, 'raw_data_id': 62323358, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:48:28', 'timestamp_local': '2023-09-15T13:48:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62323276'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.55, 'pm10': 14.89, 'pm25': 2.9, 'raw_data_id': 62323361, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:49:28', 'timestamp_local': '2023-09-15T13:49:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62323279'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 35.9, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 4.76, 'pm10': 25.42, 'pm25': 5.69, 'raw_data_id': 62324173, 'rh': 35.9, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:50:28', 'timestamp_local': '2023-09-15T13:50:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62324090'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.0, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.49, 'pm10': 4.03, 'pm25': 3.82, 'raw_data_id': 62324170, 'rh': 36.0, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:51:28', 'timestamp_local': '2023-09-15T13:51:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62324088'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 35.7, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 6.27, 'pm10': 28.55, 'pm25': 6.99, 'raw_data_id': 62324174, 'rh': 35.7, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:52:28', 'timestamp_local': '2023-09-15T13:52:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62324092'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.1, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 4.48, 'pm10': 5.47, 'pm25': 4.82, 'raw_data_id': 62324172, 'rh': 36.1, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:53:28', 'timestamp_local': '2023-09-15T13:53:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62324091'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.35, 'pm10': 2.66, 'pm25': 2.45, 'raw_data_id': 62324171, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:54:28', 'timestamp_local': '2023-09-15T13:54:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62324089'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.05, 'pm10': 3.16, 'pm25': 2.32, 'raw_data_id': 62324903, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:55:28', 'timestamp_local': '2023-09-15T13:55:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62324822'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.1, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.39, 'pm10': 3.33, 'pm25': 2.59, 'raw_data_id': 62324904, 'rh': 36.1, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:56:28', 'timestamp_local': '2023-09-15T13:56:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62324821'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 35.4, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 4.26, 'pm10': 5.76, 'pm25': 4.69, 'raw_data_id': 62324902, 'rh': 35.4, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:57:28', 'timestamp_local': '2023-09-15T13:57:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62324820'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 35.8, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.22, 'pm10': 4.29, 'pm25': 3.48, 'raw_data_id': 62324906, 'rh': 35.8, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T17:58:28', 'timestamp_local': '2023-09-15T13:58:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62324824'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.2, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.41, 'pm10': 3.27, 'pm25': 2.57, 'raw_data_id': 62324905, 'rh': 36.2, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T17:59:28', 'timestamp_local': '2023-09-15T13:59:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62324823'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.8, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 1.92, 'pm10': 14.42, 'pm25': 2.18, 'raw_data_id': 62325656, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.8, 'timestamp': '2023-09-15T18:00:28', 'timestamp_local': '2023-09-15T14:00:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62325574'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.1, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.99, 'pm10': 8.44, 'pm25': 3.11, 'raw_data_id': 62325655, 'rh': 36.1, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:01:28', 'timestamp_local': '2023-09-15T14:01:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62325573'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.23, 'pm10': 5.31, 'pm25': 2.52, 'raw_data_id': 62325657, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:02:28', 'timestamp_local': '2023-09-15T14:02:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62325575'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.2, 'pm10': 2.75, 'pm25': 2.31, 'raw_data_id': 62325654, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:03:28', 'timestamp_local': '2023-09-15T14:03:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62325572'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 35.8, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.38, 'pm10': 4.86, 'pm25': 3.6, 'raw_data_id': 62325653, 'rh': 35.8, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:04:28', 'timestamp_local': '2023-09-15T14:04:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62325571'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.1, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.41, 'pm10': 9.44, 'pm25': 2.58, 'raw_data_id': 62326415, 'rh': 36.1, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:05:28', 'timestamp_local': '2023-09-15T14:05:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62326332'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.2, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.63, 'pm10': 4.66, 'pm25': 2.83, 'raw_data_id': 62326413, 'rh': 36.2, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:06:28', 'timestamp_local': '2023-09-15T14:06:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62326331'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.56, 'pm10': 14.07, 'pm25': 2.67, 'raw_data_id': 62326414, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:07:28', 'timestamp_local': '2023-09-15T14:07:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62326333'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 35.9, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 4.86, 'pm10': 20.12, 'pm25': 5.14, 'raw_data_id': 62326416, 'rh': 35.9, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:08:28', 'timestamp_local': '2023-09-15T14:08:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62326334'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.0, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.29, 'pm10': 5.07, 'pm25': 3.68, 'raw_data_id': 62326417, 'rh': 36.0, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:09:28', 'timestamp_local': '2023-09-15T14:09:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62326335'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.21, 'pm10': 2.56, 'pm25': 2.36, 'raw_data_id': 62327180, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:10:28', 'timestamp_local': '2023-09-15T14:10:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62327098'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 1.83, 'pm10': 8.15, 'pm25': 2.02, 'raw_data_id': 62327181, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:11:28', 'timestamp_local': '2023-09-15T14:11:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62327099'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 35.9, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 3.5, 'pm10': 5.76, 'pm25': 3.9, 'raw_data_id': 62327179, 'rh': 35.9, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:12:28', 'timestamp_local': '2023-09-15T14:12:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62327097'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.49, 'pm10': 5.87, 'pm25': 2.75, 'raw_data_id': 62327182, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:13:28', 'timestamp_local': '2023-09-15T14:13:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62327100'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.77, 'pm10': 4.74, 'pm25': 3.01, 'raw_data_id': 62327183, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:14:28', 'timestamp_local': '2023-09-15T14:14:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62327101'}\n",
      "{'co': None, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': None, 'no': None, 'no2': None, 'o3': None}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': None, 'no2': None, 'o3': None, 'pm1': 2.72, 'pm10': 14.08, 'pm25': 3.17, 'raw_data_id': 62327922, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:15:28', 'timestamp_local': '2023-09-15T14:15:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62327839'}\n",
      "{'co': 1023.7, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 33.72, 'no2': 4.43, 'o3': 33.11, 'pm1': 2.23, 'pm10': 18.47, 'pm25': 2.47, 'raw_data_id': 62327923, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:16:28', 'timestamp_local': '2023-09-15T14:16:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62327849'}\n",
      "{'co': 1005.5, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.6, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 33.68, 'no2': 4.54, 'o3': 31.99, 'pm1': 2.01, 'pm10': 17.31, 'pm25': 2.21, 'raw_data_id': 62327921, 'rh': 36.6, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:17:28', 'timestamp_local': '2023-09-15T14:17:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62327844'}\n",
      "{'co': 999.07, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 33.57, 'no2': 4.52, 'o3': 32.04, 'pm1': 2.64, 'pm10': 13.8, 'pm25': 2.84, 'raw_data_id': 62327924, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:18:28', 'timestamp_local': '2023-09-15T14:18:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62327846'}\n",
      "{'co': 1029.41, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.6, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 47.26, 'no2': 5.05, 'o3': 34.46, 'pm1': 2.45, 'pm10': 17.88, 'pm25': 2.79, 'raw_data_id': 62327925, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.6, 'timestamp': '2023-09-15T18:19:28', 'timestamp_local': '2023-09-15T14:19:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62327848'}\n",
      "{'co': 1064.72, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.3, 'temp': 26.6, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 43.08, 'no2': 4.9, 'o3': 34.19, 'pm1': 2.92, 'pm10': 27.12, 'pm25': 3.57, 'raw_data_id': 62328516, 'rh': 36.3, 'sn': 'MOD-00480', 'temp': 26.6, 'timestamp': '2023-09-15T18:20:28', 'timestamp_local': '2023-09-15T14:20:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62328434'}\n",
      "{'co': 1058.11, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.5, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 42.78, 'no2': 4.7, 'o3': 32.28, 'pm1': 2.54, 'pm10': 36.98, 'pm25': 3.06, 'raw_data_id': 62328518, 'rh': 36.5, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:21:28', 'timestamp_local': '2023-09-15T14:21:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62328435'}\n",
      "{'co': 1042.19, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.8, 'temp': 26.6, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 34.63, 'no2': 5.17, 'o3': 32.45, 'pm1': 2.2, 'pm10': 43.7, 'pm25': 2.52, 'raw_data_id': 62328517, 'rh': 36.8, 'sn': 'MOD-00480', 'temp': 26.6, 'timestamp': '2023-09-15T18:22:28', 'timestamp_local': '2023-09-15T14:22:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62328436'}\n",
      "{'co': 1023.38, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.7, 'temp': 26.6, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 32.29, 'no2': 5.86, 'o3': 32.21, 'pm1': 2.1, 'pm10': 23.33, 'pm25': 2.41, 'raw_data_id': 62328519, 'rh': 36.7, 'sn': 'MOD-00480', 'temp': 26.6, 'timestamp': '2023-09-15T18:23:28', 'timestamp_local': '2023-09-15T14:23:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62328437'}\n",
      "{'co': 1022.22, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.6, 'temp': 26.6, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 33.58, 'no2': 5.72, 'o3': 34.38, 'pm1': 2.94, 'pm10': 12.56, 'pm25': 3.49, 'raw_data_id': 62329291, 'rh': 36.6, 'sn': 'MOD-00480', 'temp': 26.6, 'timestamp': '2023-09-15T18:24:28', 'timestamp_local': '2023-09-15T14:24:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62329209'}\n",
      "{'co': 1045.35, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.4, 'temp': 26.6, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 33.52, 'no2': 5.1, 'o3': 33.9, 'pm1': 3.32, 'pm10': 12.71, 'pm25': 3.83, 'raw_data_id': 62329289, 'rh': 36.4, 'sn': 'MOD-00480', 'temp': 26.6, 'timestamp': '2023-09-15T18:25:28', 'timestamp_local': '2023-09-15T14:25:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62329207'}\n",
      "{'co': 1032.25, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.5, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 32.17, 'no2': 4.45, 'o3': 33.62, 'pm1': 2.63, 'pm10': 14.04, 'pm25': 3.12, 'raw_data_id': 62329293, 'rh': 36.5, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:26:28', 'timestamp_local': '2023-09-15T14:26:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62329210'}\n",
      "{'co': 1017.06, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.5, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 32.07, 'no2': 4.57, 'o3': 33.35, 'pm1': 2.86, 'pm10': 8.84, 'pm25': 3.32, 'raw_data_id': 62329292, 'rh': 36.5, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:27:28', 'timestamp_local': '2023-09-15T14:27:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62329211'}\n",
      "{'co': 1018.17, 'geo': {'lat': None, 'lon': None}, 'met': {'rh': 36.1, 'temp': 26.7, 'wd': 0.0, 'ws': None, 'ws_scalar': 0.0}, 'model': {'gas': {'co': 11699, 'no': 11714, 'no2': 11729, 'o3': 11744}, 'pm': {'pm1': 11669, 'pm10': 11671, 'pm25': 11670}}, 'no': 42.96, 'no2': 4.55, 'o3': 37.18, 'pm1': 3.8, 'pm10': 28.35, 'pm25': 4.46, 'raw_data_id': 62329290, 'rh': 36.1, 'sn': 'MOD-00480', 'temp': 26.7, 'timestamp': '2023-09-15T18:28:28', 'timestamp_local': '2023-09-15T14:28:28', 'url': 'https://api.quant-aq.com/v1/devices/MOD-00480/data/62329208'}\n"
     ]
    }
   ],
   "source": [
    "# You can combine filtering and limit to return just the most recent data point:\n",
    "recent = client.data.list(sn='MOD-00480', sort=\"timestamp,asc\", limit=100)\n",
    "for r in recent:\n",
    "    print(r)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\kyttm\\AppData\\Local\\Temp\\ipykernel_35208\\55591261.py:12: FutureWarning: The behavior of DataFrame concatenation with empty or all-NA entries is deprecated. In a future version, this will no longer exclude empty or all-NA columns when determining the result dtypes. To retain the old behavior, exclude the relevant entries before the concat operation.\n",
      "  df = pd.concat(df)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Index: 582697 entries, 0 to 1433\n",
      "Data columns (total 31 columns):\n",
      " #   Column           Non-Null Count   Dtype         \n",
      "---  ------           --------------   -----         \n",
      " 0   pm1              570148 non-null  float64       \n",
      " 1   pm10             570148 non-null  float64       \n",
      " 2   pm25             570148 non-null  float64       \n",
      " 3   raw_data_id      582697 non-null  int64         \n",
      " 4   sn               582697 non-null  object        \n",
      " 5   timestamp        582697 non-null  datetime64[ns]\n",
      " 6   timestamp_local  582697 non-null  object        \n",
      " 7   url              582697 non-null  object        \n",
      " 8   geo.lat          430724 non-null  float64       \n",
      " 9   geo.lon          430724 non-null  float64       \n",
      " 10  met.rh           582697 non-null  float64       \n",
      " 11  met.temp         582697 non-null  float64       \n",
      " 12  model.pm.pm1     570148 non-null  float64       \n",
      " 13  model.pm.pm10    570148 non-null  float64       \n",
      " 14  model.pm.pm25    570148 non-null  float64       \n",
      " 15  co               202638 non-null  float64       \n",
      " 16  no               202692 non-null  float64       \n",
      " 17  no2              202755 non-null  float64       \n",
      " 18  o3               202755 non-null  float64       \n",
      " 19  rh               209109 non-null  float64       \n",
      " 20  temp             209109 non-null  float64       \n",
      " 21  wd               28790 non-null   float64       \n",
      " 22  ws               0 non-null       object        \n",
      " 23  ws_scalar        28790 non-null   float64       \n",
      " 24  met.wd           209109 non-null  float64       \n",
      " 25  met.ws           0 non-null       object        \n",
      " 26  met.ws_scalar    209109 non-null  float64       \n",
      " 27  model.gas.co     202638 non-null  float64       \n",
      " 28  model.gas.no     202692 non-null  float64       \n",
      " 29  model.gas.no2    202755 non-null  float64       \n",
      " 30  model.gas.o3     202755 non-null  float64       \n",
      "dtypes: datetime64[ns](1), float64(24), int64(1), object(5)\n",
      "memory usage: 142.3+ MB\n",
      "None\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "from quantaq.utils import to_dataframe\n",
    "df = []\n",
    "# To get a list of all devices:\n",
    "devices = client.devices.list()\n",
    "for device in devices:\n",
    "    serialNumber = device['sn']\n",
    "    for each in pd.date_range(start='2024-11-01', end='2024-11-10'):\n",
    "        df.append(\n",
    "            to_dataframe(client.data.bydate(sn=serialNumber, date=str(each.date())))\n",
    "        )\n",
    "df = pd.concat(df)\n",
    "print (df.info())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv('quant_aq_data_11-1-24_11-10-24.csv', index=False)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}