times_from_all_recordings.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "87e08a0d-18fe-40a5-bc1d-b69a04f33ded",
   "metadata": {},
   "source": [
    "# Find the times of each mat and camera record, align recordings\n",
    "\n",
    "This goes through all the mat and camera data, extracting the time periods each one spans. It aligns the recordings, pairing those that overlap intervals.\n",
    "\n",
    "It then writes those pairings to a csv file."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "9d50f82a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import os\n",
    "import datetime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "50a4afd7-088f-4a75-9d5e-7be466de1ce0",
   "metadata": {},
   "outputs": [],
   "source": [
    "def splitall(path):\n",
    "    \"\"\"Split a file path into all its component parts\"\"\"\n",
    "    allparts = []\n",
    "    while 1:\n",
    "        parts = os.path.split(path)\n",
    "        if parts[0] == path:  # sentinel for absolute paths\n",
    "            allparts.insert(0, parts[0])\n",
    "            break\n",
    "        elif parts[1] == path: # sentinel for relative paths\n",
    "            allparts.insert(0, parts[1])\n",
    "            break\n",
    "        else:\n",
    "            path = parts[0]\n",
    "            allparts.insert(0, parts[1])\n",
    "    return allparts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "62e022d4-f99a-41d3-b7d2-d7696a4b84e5",
   "metadata": {},
   "outputs": [],
   "source": [
    "def mat_date_reader(d):\n",
    "    \"\"\"Read the timestamp in a mat csv file\"\"\"\n",
    "    try:\n",
    "        return datetime.datetime.strptime(d, '%Y-%m-%dT%H:%M:%S.%f%z')\n",
    "    except ValueError:\n",
    "        return datetime.datetime.strptime(d, '%Y-%m-%dT%H:%M:%S%z')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e416565e-3f52-47c6-aa7b-85d3c2bb0007",
   "metadata": {},
   "outputs": [],
   "source": [
    "def camera_date_reader(d):\n",
    "    try:\n",
    "        return datetime.datetime.strptime(d, 'frame_%Y-%m-%dT%H_%M_%S.%f.csv')\n",
    "    except ValueError:\n",
    "        return datetime.datetime.strptime(d, 'frame_%Y-%m-%dT%H_%M_%S.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "f26486da-a87e-4526-abe7-133053fee356",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
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       "  datetime.datetime(2024, 10, 14, 11, 14, 47)): 'data/mat_data/Blaine/ADL PM/BLADLPM46',\n",
       " (datetime.datetime(2024, 10, 14, 11, 44, 17),\n",
       "  datetime.datetime(2024, 10, 14, 11, 44, 47)): 'data/mat_data/Blaine/ADL PM/BLADLPM77',\n",
       " (datetime.datetime(2024, 10, 14, 11, 15, 30),\n",
       "  datetime.datetime(2024, 10, 14, 11, 15, 42)): 'data/mat_data/Blaine/ADL PM/BLADLPM47',\n",
       " (datetime.datetime(2024, 7, 18, 11, 56, 54),\n",
       "  datetime.datetime(2024, 7, 18, 11, 57, 5)): 'data/mat_data/Blaine/ADL PM/BLADLPM06',\n",
       " (datetime.datetime(2024, 10, 14, 12, 14, 11),\n",
       "  datetime.datetime(2024, 10, 14, 12, 14, 33)): 'data/mat_data/Blaine/ADL PM/BLADLPM91',\n",
       " (datetime.datetime(2024, 7, 18, 12, 9, 20),\n",
       "  datetime.datetime(2024, 7, 18, 12, 9, 30)): 'data/mat_data/Blaine/ADL PM/BLADLPM18',\n",
       " (datetime.datetime(2024, 10, 14, 11, 41, 55),\n",
       "  datetime.datetime(2024, 10, 14, 11, 42, 31)): 'data/mat_data/Blaine/ADL PM/BLADLPM75',\n",
       " (datetime.datetime(2024, 7, 18, 12, 2, 4),\n",
       "  datetime.datetime(2024, 7, 18, 12, 2, 14)): 'data/mat_data/Blaine/ADL PM/BLADLPM12',\n",
       " (datetime.datetime(2024, 10, 14, 11, 37, 55),\n",
       "  datetime.datetime(2024, 10, 14, 11, 38, 26)): 'data/mat_data/Blaine/ADL PM/BLADLPM73',\n",
       " (datetime.datetime(2024, 8, 2, 11, 47, 21),\n",
       "  datetime.datetime(2024, 8, 2, 11, 47, 28)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL6',\n",
       " (datetime.datetime(2024, 8, 2, 11, 57, 23),\n",
       "  datetime.datetime(2024, 8, 2, 11, 57, 32)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL10',\n",
       " (datetime.datetime(2024, 8, 2, 11, 52, 36),\n",
       "  datetime.datetime(2024, 8, 2, 11, 52, 42)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL9',\n",
       " (datetime.datetime(2024, 8, 2, 12, 6, 28),\n",
       "  datetime.datetime(2024, 8, 2, 12, 6, 33)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL20',\n",
       " (datetime.datetime(2024, 8, 2, 12, 5, 47),\n",
       "  datetime.datetime(2024, 8, 2, 12, 5, 54)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL19',\n",
       " (datetime.datetime(2024, 8, 2, 11, 44, 30),\n",
       "  datetime.datetime(2024, 8, 2, 11, 44, 35)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL3',\n",
       " (datetime.datetime(2024, 8, 2, 12, 15, 50),\n",
       "  datetime.datetime(2024, 8, 2, 12, 15, 56)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL25',\n",
       " (datetime.datetime(2024, 8, 2, 12, 24, 2),\n",
       "  datetime.datetime(2024, 8, 2, 12, 24, 8)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL33',\n",
       " (datetime.datetime(2024, 8, 2, 12, 23, 20),\n",
       "  datetime.datetime(2024, 8, 2, 12, 23, 25)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL32',\n",
       " (datetime.datetime(2024, 8, 2, 12, 15, 2),\n",
       "  datetime.datetime(2024, 8, 2, 12, 15, 7)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL24',\n",
       " (datetime.datetime(2024, 8, 2, 12, 20, 50),\n",
       "  datetime.datetime(2024, 8, 2, 12, 21)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL28',\n",
       " (datetime.datetime(2024, 8, 2, 12, 4, 54),\n",
       "  datetime.datetime(2024, 8, 2, 12, 5, 2)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL18',\n",
       " (datetime.datetime(2024, 8, 2, 12, 24, 56),\n",
       "  datetime.datetime(2024, 8, 2, 12, 25, 1)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL34',\n",
       " (datetime.datetime(2024, 8, 2, 12, 13, 30),\n",
       "  datetime.datetime(2024, 8, 2, 12, 13, 35)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL22',\n",
       " (datetime.datetime(2024, 8, 2, 11, 58, 50),\n",
       "  datetime.datetime(2024, 8, 2, 11, 59, 1)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL12',\n",
       " (datetime.datetime(2024, 8, 2, 12, 17, 43),\n",
       "  datetime.datetime(2024, 8, 2, 12, 17, 49)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL27',\n",
       " (datetime.datetime(2024, 8, 2, 11, 58, 9),\n",
       "  datetime.datetime(2024, 8, 2, 11, 58, 14)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL11',\n",
       " (datetime.datetime(2024, 8, 2, 12, 1, 29),\n",
       "  datetime.datetime(2024, 8, 2, 12, 1, 35)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL15',\n",
       " (datetime.datetime(2024, 8, 2, 11, 42, 14),\n",
       "  datetime.datetime(2024, 8, 2, 11, 42, 21)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL1',\n",
       " (datetime.datetime(2024, 8, 2, 12, 0, 43),\n",
       "  datetime.datetime(2024, 8, 2, 12, 0, 49)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL14',\n",
       " (datetime.datetime(2024, 8, 2, 12, 26, 28),\n",
       "  datetime.datetime(2024, 8, 2, 12, 26, 38)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL36',\n",
       " (datetime.datetime(2024, 8, 2, 12, 21, 36),\n",
       "  datetime.datetime(2024, 8, 2, 12, 21, 51)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL30',\n",
       " (datetime.datetime(2024, 8, 2, 12, 25, 37),\n",
       "  datetime.datetime(2024, 8, 2, 12, 25, 48)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL35',\n",
       " (datetime.datetime(2024, 8, 2, 11, 48, 19),\n",
       "  datetime.datetime(2024, 8, 2, 11, 48, 24)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL7',\n",
       " (datetime.datetime(2024, 8, 2, 11, 59, 47),\n",
       "  datetime.datetime(2024, 8, 2, 11, 59, 53)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL13',\n",
       " (datetime.datetime(2024, 8, 2, 12, 14, 21),\n",
       "  datetime.datetime(2024, 8, 2, 12, 14, 26)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL23',\n",
       " (datetime.datetime(2024, 8, 2, 11, 43, 24),\n",
       "  datetime.datetime(2024, 8, 2, 11, 43, 31)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL2',\n",
       " (datetime.datetime(2024, 8, 2, 11, 46, 34),\n",
       "  datetime.datetime(2024, 8, 2, 11, 46, 39)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL5',\n",
       " (datetime.datetime(2024, 8, 2, 12, 16, 38),\n",
       "  datetime.datetime(2024, 8, 2, 12, 16, 43)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL26',\n",
       " (datetime.datetime(2024, 8, 2, 12, 12, 38),\n",
       "  datetime.datetime(2024, 8, 2, 12, 12, 50)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL21',\n",
       " (datetime.datetime(2024, 8, 2, 12, 3, 26),\n",
       "  datetime.datetime(2024, 8, 2, 12, 3, 46)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL17',\n",
       " (datetime.datetime(2024, 8, 2, 12, 2, 25),\n",
       "  datetime.datetime(2024, 8, 2, 12, 2, 31)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL16',\n",
       " (datetime.datetime(2024, 8, 2, 12, 22, 36),\n",
       "  datetime.datetime(2024, 8, 2, 12, 22, 42)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL31',\n",
       " (datetime.datetime(2024, 8, 2, 12, 19, 42),\n",
       "  datetime.datetime(2024, 8, 2, 12, 19, 47)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL29',\n",
       " (datetime.datetime(2024, 8, 2, 11, 45, 37),\n",
       "  datetime.datetime(2024, 8, 2, 11, 45, 43)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL4',\n",
       " (datetime.datetime(2024, 8, 2, 11, 51, 52),\n",
       "  datetime.datetime(2024, 8, 2, 11, 52, 3)): 'data/mat_data/Blaines wife/FALL PM/BWIRFALL8',\n",
       " (datetime.datetime(2024, 8, 2, 13, 40, 9),\n",
       "  datetime.datetime(2024, 8, 2, 13, 40, 40)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL57',\n",
       " (datetime.datetime(2024, 8, 2, 12, 38, 57),\n",
       "  datetime.datetime(2024, 8, 2, 12, 39, 14)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL6',\n",
       " (datetime.datetime(2024, 8, 2, 12, 44, 35),\n",
       "  datetime.datetime(2024, 8, 2, 12, 45, 2)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL10',\n",
       " (datetime.datetime(2024, 8, 2, 12, 42, 25),\n",
       "  datetime.datetime(2024, 8, 2, 12, 42, 42)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL9',\n",
       " (datetime.datetime(2024, 8, 2, 12, 54, 13),\n",
       "  datetime.datetime(2024, 8, 2, 12, 54, 29)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL20',\n",
       " (datetime.datetime(2024, 8, 2, 13, 20, 54),\n",
       "  datetime.datetime(2024, 8, 2, 13, 21, 11)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL39',\n",
       " (datetime.datetime(2024, 8, 2, 12, 53, 26),\n",
       "  datetime.datetime(2024, 8, 2, 12, 53, 45)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL19',\n",
       " (datetime.datetime(2024, 8, 2, 12, 35, 53),\n",
       "  datetime.datetime(2024, 8, 2, 12, 36, 17)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL3',\n",
       " (datetime.datetime(2024, 8, 2, 13, 4, 56),\n",
       "  datetime.datetime(2024, 8, 2, 13, 5, 48)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL25',\n",
       " (datetime.datetime(2024, 8, 2, 13, 44, 46),\n",
       "  datetime.datetime(2024, 8, 2, 13, 45, 19)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL61',\n",
       " (datetime.datetime(2024, 8, 2, 13, 45, 53),\n",
       "  datetime.datetime(2024, 8, 2, 13, 46, 19)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL62',\n",
       " (datetime.datetime(2024, 8, 2, 13, 13, 59),\n",
       "  datetime.datetime(2024, 8, 2, 13, 14, 14)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL33',\n",
       " (datetime.datetime(2024, 8, 2, 13, 13, 5),\n",
       "  datetime.datetime(2024, 8, 2, 13, 13, 26)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL32',\n",
       " (datetime.datetime(2024, 8, 2, 13, 3, 19),\n",
       "  datetime.datetime(2024, 8, 2, 13, 3, 30)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL23',\n",
       " (datetime.datetime(2024, 8, 2, 13, 18, 47),\n",
       "  datetime.datetime(2024, 8, 2, 13, 19, 18)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL37',\n",
       " (datetime.datetime(2024, 8, 2, 13, 43, 46),\n",
       "  datetime.datetime(2024, 8, 2, 13, 44, 13)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL60',\n",
       " (datetime.datetime(2024, 8, 2, 13, 29, 28),\n",
       "  datetime.datetime(2024, 8, 2, 13, 29, 43)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL46',\n",
       " (datetime.datetime(2024, 8, 2, 13, 9, 13),\n",
       "  datetime.datetime(2024, 8, 2, 13, 9, 44)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL28',\n",
       " (datetime.datetime(2024, 8, 2, 13, 35, 2),\n",
       "  datetime.datetime(2024, 8, 2, 13, 35, 13)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL52',\n",
       " (datetime.datetime(2024, 8, 2, 12, 52, 37),\n",
       "  datetime.datetime(2024, 8, 2, 12, 52, 54)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL18',\n",
       " (datetime.datetime(2024, 8, 2, 13, 26, 2),\n",
       "  datetime.datetime(2024, 8, 2, 13, 26, 18)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL43',\n",
       " (datetime.datetime(2024, 8, 2, 13, 14, 49),\n",
       "  datetime.datetime(2024, 8, 2, 13, 15, 29)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL34',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 41, 40)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL58',\n",
       " (datetime.datetime(2024, 8, 2, 13, 2, 30),\n",
       "  datetime.datetime(2024, 8, 2, 13, 2, 46)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL22',\n",
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       "  datetime.datetime(2024, 8, 2, 12, 46, 41)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL12',\n",
       " (datetime.datetime(2024, 8, 2, 13, 7, 46),\n",
       "  datetime.datetime(2024, 8, 2, 13, 8, 4)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL27',\n",
       " (datetime.datetime(2024, 8, 2, 12, 45, 37),\n",
       "  datetime.datetime(2024, 8, 2, 12, 45, 52)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL11',\n",
       " (datetime.datetime(2024, 8, 2, 13, 31, 7),\n",
       "  datetime.datetime(2024, 8, 2, 13, 31, 22)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL48',\n",
       " (datetime.datetime(2024, 8, 2, 12, 48, 11),\n",
       "  datetime.datetime(2024, 8, 2, 12, 48, 32)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL14',\n",
       " (datetime.datetime(2024, 8, 2, 13, 37, 33),\n",
       "  datetime.datetime(2024, 8, 2, 13, 37, 49)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL55',\n",
       " (datetime.datetime(2024, 8, 2, 12, 30, 6),\n",
       "  datetime.datetime(2024, 8, 2, 12, 30, 51)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL1',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 36)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL53',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 39, 19)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL56',\n",
       " (datetime.datetime(2024, 8, 2, 13, 17, 3),\n",
       "  datetime.datetime(2024, 8, 2, 13, 17, 21)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL36',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 47, 44)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL63',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 11, 23)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL30',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 16, 31)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL35',\n",
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       "  datetime.datetime(2024, 8, 2, 12, 40, 21)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL7',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 20, 16)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL38',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 32, 18)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL49',\n",
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       "  datetime.datetime(2024, 8, 2, 12, 47, 40)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL13',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 34, 1)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL51',\n",
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       "  datetime.datetime(2024, 8, 2, 12, 35, 23)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL2',\n",
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       "  datetime.datetime(2024, 8, 2, 12, 38, 23)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL5',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 7, 5)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL26',\n",
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       "  datetime.datetime(2024, 8, 2, 12, 51, 10)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL17',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 24, 47)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL42',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 23, 49)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL41',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 30, 27)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL47',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 42, 36)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL59',\n",
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       "  datetime.datetime(2024, 8, 2, 12, 50, 24)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL16',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 22, 39)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL40',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 12, 26)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL31',\n",
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       "  datetime.datetime(2024, 8, 2, 12, 37, 23)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL4',\n",
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       "  datetime.datetime(2024, 8, 2, 13, 36, 55)): 'data/mat_data/Blaines wife/ADL PM/BWIRFALL54',\n",
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       "  datetime.datetime(2024, 7, 29, 10, 37, 3)): 'data/mat_data/Lyne/Falls Mat/LMATFALL26',\n",
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       "  datetime.datetime(2024, 7, 29, 10, 42, 13)): 'data/mat_data/Lyne/Falls Mat/LMATFALL31',\n",
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       "  datetime.datetime(2024, 7, 29, 10, 49, 54)): 'data/mat_data/Lyne/Falls Mat/LMATFALL35',\n",
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       "  datetime.datetime(2024, 7, 29, 10, 9, 9)): 'data/mat_data/Lyne/Falls Mat/LMATFALL3',\n",
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       "  datetime.datetime(2024, 7, 29, 10, 29, 1)): 'data/mat_data/Lyne/Falls Mat/LMATFALL21',\n",
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       "  datetime.datetime(2024, 7, 29, 10, 20, 20)): 'data/mat_data/Lyne/Falls Mat/LMATFALL11',\n",
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       "  datetime.datetime(2024, 7, 29, 10, 41, 27)): 'data/mat_data/Lyne/Falls Mat/LMATFALL30',\n",
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       "  datetime.datetime(2024, 7, 29, 10, 16, 47)): 'data/mat_data/Lyne/Falls Mat/LMATFALL7',\n",
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       "  datetime.datetime(2024, 7, 29, 10, 26, 39)): 'data/mat_data/Lyne/Falls Mat/LMATFALL18',\n",
       " (datetime.datetime(2024, 7, 29, 10, 19, 7),\n",
       "  datetime.datetime(2024, 7, 29, 10, 19, 24)): 'data/mat_data/Lyne/Falls Mat/LMATFALL10',\n",
       " (datetime.datetime(2024, 7, 29, 10, 28, 6),\n",
       "  datetime.datetime(2024, 7, 29, 10, 28, 17)): 'data/mat_data/Lyne/Falls Mat/LMATFALL20',\n",
       " (datetime.datetime(2024, 7, 29, 10, 27, 22),\n",
       "  datetime.datetime(2024, 7, 29, 10, 27, 27)): 'data/mat_data/Lyne/Falls Mat/LMATFALL19',\n",
       " (datetime.datetime(2024, 7, 29, 10, 31, 17),\n",
       "  datetime.datetime(2024, 7, 29, 10, 31, 24)): 'data/mat_data/Lyne/Falls Mat/LMATFALL23',\n",
       " (datetime.datetime(2024, 7, 29, 10, 50, 48),\n",
       "  datetime.datetime(2024, 7, 29, 10, 50, 55)): 'data/mat_data/Lyne/Falls Mat/LMATFALL36',\n",
       " (datetime.datetime(2024, 7, 29, 10, 38, 23),\n",
       "  datetime.datetime(2024, 7, 29, 10, 38, 34)): 'data/mat_data/Lyne/Falls Mat/LMATFALL28',\n",
       " (datetime.datetime(2024, 7, 29, 10, 18, 28),\n",
       "  datetime.datetime(2024, 7, 29, 10, 18, 35)): 'data/mat_data/Lyne/Falls Mat/LMATFALL9',\n",
       " (datetime.datetime(2024, 7, 29, 10, 34, 9),\n",
       "  datetime.datetime(2024, 7, 29, 10, 34, 19)): 'data/mat_data/Lyne/Falls Mat/LMATFALL25',\n",
       " (datetime.datetime(2024, 7, 29, 10, 21, 22),\n",
       "  datetime.datetime(2024, 7, 29, 10, 21, 26)): 'data/mat_data/Lyne/Falls Mat/LMATFALL12',\n",
       " (datetime.datetime(2024, 7, 29, 10, 24, 40),\n",
       "  datetime.datetime(2024, 7, 29, 10, 24, 53)): 'data/mat_data/Lyne/Falls Mat/LMATFALL16',\n",
       " (datetime.datetime(2024, 7, 29, 10, 25, 41),\n",
       "  datetime.datetime(2024, 7, 29, 10, 25, 47)): 'data/mat_data/Lyne/Falls Mat/LMATFALL17',\n",
       " (datetime.datetime(2024, 7, 29, 10, 23),\n",
       "  datetime.datetime(2024, 7, 29, 10, 23, 5)): 'data/mat_data/Lyne/Falls Mat/LMATFALL14',\n",
       " (datetime.datetime(2024, 7, 29, 10, 15, 53),\n",
       "  datetime.datetime(2024, 7, 29, 10, 15, 58)): 'data/mat_data/Lyne/Falls Mat/LMATFALL4',\n",
       " (datetime.datetime(2024, 7, 29, 10, 47, 15),\n",
       "  datetime.datetime(2024, 7, 29, 10, 47, 25)): 'data/mat_data/Lyne/Falls Mat/LMATFALL32',\n",
       " (datetime.datetime(2024, 7, 29, 10, 49, 4),\n",
       "  datetime.datetime(2024, 7, 29, 10, 49, 10)): 'data/mat_data/Lyne/Falls Mat/LMATFALL34',\n",
       " (datetime.datetime(2024, 7, 29, 10, 48, 6),\n",
       "  datetime.datetime(2024, 7, 29, 10, 48, 16)): 'data/mat_data/Lyne/Falls Mat/LMATFALL33',\n",
       " (datetime.datetime(2024, 7, 29, 10, 33, 23),\n",
       "  datetime.datetime(2024, 7, 29, 10, 33, 28)): 'data/mat_data/Lyne/Falls Mat/LMATFALL24',\n",
       " (datetime.datetime(2024, 7, 29, 10, 13, 5),\n",
       "  datetime.datetime(2024, 7, 29, 10, 13, 12)): 'data/mat_data/Lyne/Falls Mat/LMATFALL5',\n",
       " (datetime.datetime(2024, 7, 29, 10, 22, 3),\n",
       "  datetime.datetime(2024, 7, 29, 10, 22, 9)): 'data/mat_data/Lyne/Falls Mat/LMATFALL13',\n",
       " (datetime.datetime(2024, 7, 29, 10, 23, 56),\n",
       "  datetime.datetime(2024, 7, 29, 10, 24, 2)): 'data/mat_data/Lyne/Falls Mat/LMATFALL15',\n",
       " (datetime.datetime(2024, 7, 29, 12, 0, 6),\n",
       "  datetime.datetime(2024, 7, 29, 12, 0, 24)): 'data/mat_data/Lyne/ADL Mat/LMATADL46',\n",
       " (datetime.datetime(2024, 7, 29, 11, 47, 39),\n",
       "  datetime.datetime(2024, 7, 29, 11, 47, 56)): 'data/mat_data/Lyne/ADL Mat/LMATADL35',\n",
       " (datetime.datetime(2024, 7, 29, 11, 53, 26),\n",
       "  datetime.datetime(2024, 7, 29, 11, 53, 57)): 'data/mat_data/Lyne/ADL Mat/LMATADL40',\n",
       " (datetime.datetime(2024, 7, 29, 12, 8, 4),\n",
       "  datetime.datetime(2024, 7, 29, 12, 8, 22)): 'data/mat_data/Lyne/ADL Mat/LMATADL52',\n",
       " (datetime.datetime(2024, 7, 29, 12, 12, 24),\n",
       "  datetime.datetime(2024, 7, 29, 12, 12, 58)): 'data/mat_data/Lyne/ADL Mat/LMATADL56',\n",
       " (datetime.datetime(2024, 7, 29, 11, 34, 21),\n",
       "  datetime.datetime(2024, 7, 29, 11, 34, 33)): 'data/mat_data/Lyne/ADL Mat/LMATADL24',\n",
       " (datetime.datetime(2024, 7, 29, 11, 24, 10),\n",
       "  datetime.datetime(2024, 7, 29, 11, 24, 22)): 'data/mat_data/Lyne/ADL Mat/LMATADL13',\n",
       " (datetime.datetime(2024, 7, 29, 11, 27, 16),\n",
       "  datetime.datetime(2024, 7, 29, 11, 27, 29)): 'data/mat_data/Lyne/ADL Mat/LMATADL16',\n",
       " (datetime.datetime(2024, 7, 29, 11, 32, 34),\n",
       "  datetime.datetime(2024, 7, 29, 11, 32, 47)): 'data/mat_data/Lyne/ADL Mat/LMATADL22',\n",
       " (datetime.datetime(2024, 7, 29, 11, 46, 1),\n",
       "  datetime.datetime(2024, 7, 29, 11, 46, 12)): 'data/mat_data/Lyne/ADL Mat/LMATADL33',\n",
       " (datetime.datetime(2024, 7, 29, 11, 54, 37),\n",
       "  datetime.datetime(2024, 7, 29, 11, 55, 2)): 'data/mat_data/Lyne/ADL Mat/LMATADL41',\n",
       " (datetime.datetime(2024, 7, 29, 11, 40, 6),\n",
       "  datetime.datetime(2024, 7, 29, 11, 40, 16)): 'data/mat_data/Lyne/ADL Mat/LMATADL30',\n",
       " (datetime.datetime(2024, 7, 29, 11, 52, 9),\n",
       "  datetime.datetime(2024, 7, 29, 11, 52, 19)): 'data/mat_data/Lyne/ADL Mat/LMATADL39',\n",
       " (datetime.datetime(2024, 7, 29, 12, 27, 13),\n",
       "  datetime.datetime(2024, 7, 29, 12, 27, 31)): 'data/mat_data/Lyne/ADL Mat/LMATADL71',\n",
       " (datetime.datetime(2024, 7, 29, 11, 25, 7),\n",
       "  datetime.datetime(2024, 7, 29, 11, 25, 26)): 'data/mat_data/Lyne/ADL Mat/LMATADL14',\n",
       " (datetime.datetime(2024, 7, 29, 11, 33, 36),\n",
       "  datetime.datetime(2024, 7, 29, 11, 33, 45)): 'data/mat_data/Lyne/ADL Mat/LMATADL23',\n",
       " (datetime.datetime(2024, 7, 29, 11, 59, 17),\n",
       "  datetime.datetime(2024, 7, 29, 11, 59, 33)): 'data/mat_data/Lyne/ADL Mat/LMATADL44',\n",
       " (datetime.datetime(2024, 7, 29, 11, 38, 9),\n",
       "  datetime.datetime(2024, 7, 29, 11, 38, 31)): 'data/mat_data/Lyne/ADL Mat/LMATADL28',\n",
       " (datetime.datetime(2024, 7, 29, 12, 29, 19),\n",
       "  datetime.datetime(2024, 7, 29, 12, 29, 45)): 'data/mat_data/Lyne/ADL Mat/LMATADL73',\n",
       " (datetime.datetime(2024, 7, 29, 11, 6, 57),\n",
       "  datetime.datetime(2024, 7, 29, 11, 7, 11)): 'data/mat_data/Lyne/ADL Mat/LMATADL2',\n",
       " (datetime.datetime(2024, 7, 29, 11, 13, 14),\n",
       "  datetime.datetime(2024, 7, 29, 11, 13, 31)): 'data/mat_data/Lyne/ADL Mat/LMATADL7',\n",
       " (datetime.datetime(2024, 7, 29, 11, 39, 6),\n",
       "  datetime.datetime(2024, 7, 29, 11, 39, 22)): 'data/mat_data/Lyne/ADL Mat/LMATADL29',\n",
       " (datetime.datetime(2024, 7, 29, 12, 9),\n",
       "  datetime.datetime(2024, 7, 29, 12, 9, 11)): 'data/mat_data/Lyne/ADL Mat/LMATADL53',\n",
       " (datetime.datetime(2024, 7, 29, 11, 30, 19),\n",
       "  datetime.datetime(2024, 7, 29, 11, 30, 41)): 'data/mat_data/Lyne/ADL Mat/LMATADL20',\n",
       " (datetime.datetime(2024, 7, 29, 11, 56, 53),\n",
       "  datetime.datetime(2024, 7, 29, 11, 57, 9)): 'data/mat_data/Lyne/ADL Mat/LMATADL42',\n",
       " (datetime.datetime(2024, 7, 29, 12, 26, 8),\n",
       "  datetime.datetime(2024, 7, 29, 12, 26, 25)): 'data/mat_data/Lyne/ADL Mat/LMATADL70',\n",
       " (datetime.datetime(2024, 7, 29, 12, 5, 38),\n",
       "  datetime.datetime(2024, 7, 29, 12, 5, 57)): 'data/mat_data/Lyne/ADL Mat/LMATADL50',\n",
       " (datetime.datetime(2024, 7, 29, 11, 9, 43),\n",
       "  datetime.datetime(2024, 7, 29, 11, 9, 59)): 'data/mat_data/Lyne/ADL Mat/LMATADL4',\n",
       " (datetime.datetime(2024, 7, 29, 11, 10, 33),\n",
       "  datetime.datetime(2024, 7, 29, 11, 10, 47)): 'data/mat_data/Lyne/ADL Mat/LMATADL5',\n",
       " (datetime.datetime(2024, 7, 29, 12, 14, 9),\n",
       "  datetime.datetime(2024, 7, 29, 12, 14, 35)): 'data/mat_data/Lyne/ADL Mat/LMATADL57',\n",
       " (datetime.datetime(2024, 7, 29, 12, 17, 21),\n",
       "  datetime.datetime(2024, 7, 29, 12, 17, 31)): 'data/mat_data/Lyne/ADL Mat/LMATADL59',\n",
       " (datetime.datetime(2024, 7, 29, 12, 9, 44),\n",
       "  datetime.datetime(2024, 7, 29, 12, 9, 59)): 'data/mat_data/Lyne/ADL Mat/LMATADL54',\n",
       " (datetime.datetime(2024, 7, 29, 11, 50, 24),\n",
       "  datetime.datetime(2024, 7, 29, 11, 50, 43)): 'data/mat_data/Lyne/ADL Mat/LMATADL37',\n",
       " (datetime.datetime(2024, 7, 29, 11, 5, 32),\n",
       "  datetime.datetime(2024, 7, 29, 11, 5, 57)): 'data/mat_data/Lyne/ADL Mat/LMATADL1',\n",
       " (datetime.datetime(2024, 7, 29, 11, 49, 30),\n",
       "  datetime.datetime(2024, 7, 29, 11, 49, 48)): 'data/mat_data/Lyne/ADL Mat/LMATADL36',\n",
       " (datetime.datetime(2024, 7, 29, 11, 29, 36),\n",
       "  datetime.datetime(2024, 7, 29, 11, 29, 48)): 'data/mat_data/Lyne/ADL Mat/LMATADL19',\n",
       " (datetime.datetime(2024, 7, 29, 12, 3, 44),\n",
       "  datetime.datetime(2024, 7, 29, 12, 3, 59)): 'data/mat_data/Lyne/ADL Mat/LMATADL48',\n",
       " (datetime.datetime(2024, 7, 29, 11, 26, 12),\n",
       "  datetime.datetime(2024, 7, 29, 11, 26, 44)): 'data/mat_data/Lyne/ADL Mat/LMATADL15',\n",
       " (datetime.datetime(2024, 7, 29, 11, 44, 21),\n",
       "  datetime.datetime(2024, 7, 29, 11, 44, 38)): 'data/mat_data/Lyne/ADL Mat/LMATADL31',\n",
       " (datetime.datetime(2024, 7, 29, 11, 35, 8),\n",
       "  datetime.datetime(2024, 7, 29, 11, 35, 33)): 'data/mat_data/Lyne/ADL Mat/LMATADL25',\n",
       " (datetime.datetime(2024, 7, 29, 12, 4, 44),\n",
       "  datetime.datetime(2024, 7, 29, 12, 5)): 'data/mat_data/Lyne/ADL Mat/LMATADL49',\n",
       " (datetime.datetime(2024, 7, 29, 11, 28, 49),\n",
       "  datetime.datetime(2024, 7, 29, 11, 29, 2)): 'data/mat_data/Lyne/ADL Mat/LMATADL18',\n",
       " (datetime.datetime(2024, 7, 29, 11, 31, 20),\n",
       "  datetime.datetime(2024, 7, 29, 11, 31, 41)): 'data/mat_data/Lyne/ADL Mat/LMATADL21',\n",
       " (datetime.datetime(2024, 7, 29, 11, 57, 46),\n",
       "  datetime.datetime(2024, 7, 29, 11, 58, 7)): 'data/mat_data/Lyne/ADL Mat/LMATADL43',\n",
       " (datetime.datetime(2024, 7, 29, 11, 11, 18),\n",
       "  datetime.datetime(2024, 7, 29, 11, 11, 28)): 'data/mat_data/Lyne/ADL Mat/LMATADL6',\n",
       " (datetime.datetime(2024, 7, 29, 12, 2, 8),\n",
       "  datetime.datetime(2024, 7, 29, 12, 2, 19)): 'data/mat_data/Lyne/ADL Mat/LMATADL47',\n",
       " (datetime.datetime(2024, 7, 29, 11, 7, 43),\n",
       "  datetime.datetime(2024, 7, 29, 11, 7, 55)): 'data/mat_data/Lyne/ADL Mat/LMATADL3',\n",
       " (datetime.datetime(2024, 7, 29, 12, 28, 14),\n",
       "  datetime.datetime(2024, 7, 29, 12, 28, 31)): 'data/mat_data/Lyne/ADL Mat/LMATADL72',\n",
       " (datetime.datetime(2024, 7, 29, 12, 11, 19),\n",
       "  datetime.datetime(2024, 7, 29, 12, 11, 29)): 'data/mat_data/Lyne/ADL Mat/LMATADL55',\n",
       " (datetime.datetime(2024, 7, 29, 11, 28, 3),\n",
       "  datetime.datetime(2024, 7, 29, 11, 28, 18)): 'data/mat_data/Lyne/ADL Mat/LMATADL17',\n",
       " (datetime.datetime(2024, 7, 29, 11, 37, 22),\n",
       "  datetime.datetime(2024, 7, 29, 11, 37, 35)): 'data/mat_data/Lyne/ADL Mat/LMATADL27',\n",
       " (datetime.datetime(2024, 7, 29, 11, 36, 19),\n",
       "  datetime.datetime(2024, 7, 29, 11, 36, 40)): 'data/mat_data/Lyne/ADL Mat/LMATADL26',\n",
       " (datetime.datetime(2024, 7, 29, 12, 15, 15),\n",
       "  datetime.datetime(2024, 7, 29, 12, 15, 28)): 'data/mat_data/Lyne/ADL Mat/LMATADL58',\n",
       " (datetime.datetime(2024, 7, 29, 11, 17, 29),\n",
       "  datetime.datetime(2024, 7, 29, 11, 17, 40)): 'data/mat_data/Lyne/ADL Mat/LMATADL9',\n",
       " (datetime.datetime(2024, 7, 29, 11, 51, 19),\n",
       "  datetime.datetime(2024, 7, 29, 11, 51, 33)): 'data/mat_data/Lyne/ADL Mat/LMATADL38',\n",
       " (datetime.datetime(2024, 7, 29, 11, 23, 4),\n",
       "  datetime.datetime(2024, 7, 29, 11, 23, 10)): 'data/mat_data/Lyne/ADL Mat/LMATADL12',\n",
       " (datetime.datetime(2024, 7, 29, 11, 46, 45),\n",
       "  datetime.datetime(2024, 7, 29, 11, 47, 4)): 'data/mat_data/Lyne/ADL Mat/LMATADL34',\n",
       " (datetime.datetime(2024, 7, 29, 11, 45, 13),\n",
       "  datetime.datetime(2024, 7, 29, 11, 45, 26)): 'data/mat_data/Lyne/ADL Mat/LMATADL32',\n",
       " (datetime.datetime(2024, 7, 29, 11, 21, 37),\n",
       "  datetime.datetime(2024, 7, 29, 11, 21, 48)): 'data/mat_data/Lyne/ADL Mat/LMATADL10',\n",
       " (datetime.datetime(2024, 7, 29, 11, 22, 21),\n",
       "  datetime.datetime(2024, 7, 29, 11, 22, 33)): 'data/mat_data/Lyne/ADL Mat/LMATADL11',\n",
       " (datetime.datetime(2024, 7, 29, 12, 6, 50),\n",
       "  datetime.datetime(2024, 7, 29, 12, 7, 6)): 'data/mat_data/Lyne/ADL Mat/LMATADL51',\n",
       " (datetime.datetime(2024, 7, 29, 11, 14, 21),\n",
       "  datetime.datetime(2024, 7, 29, 11, 14, 43)): 'data/mat_data/Lyne/ADL Mat/LMATADL8',\n",
       " (datetime.datetime(2024, 7, 10, 14, 4, 17),\n",
       "  datetime.datetime(2024, 7, 10, 14, 4, 24)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM32',\n",
       " (datetime.datetime(2024, 7, 10, 14, 5, 47),\n",
       "  datetime.datetime(2024, 7, 10, 14, 5, 57)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM34',\n",
       " (datetime.datetime(2024, 7, 10, 13, 54, 24),\n",
       "  datetime.datetime(2024, 7, 10, 13, 54, 31)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM24',\n",
       " (datetime.datetime(2024, 7, 10, 13, 40, 46),\n",
       "  datetime.datetime(2024, 7, 10, 13, 40, 56)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM07',\n",
       " (datetime.datetime(2024, 7, 10, 13, 55, 17),\n",
       "  datetime.datetime(2024, 7, 10, 13, 55, 25)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM25',\n",
       " (datetime.datetime(2024, 7, 10, 14, 7, 27),\n",
       "  datetime.datetime(2024, 7, 10, 14, 7, 37)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM36',\n",
       " (datetime.datetime(2024, 7, 10, 13, 41, 34),\n",
       "  datetime.datetime(2024, 7, 10, 13, 41, 42)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM08',\n",
       " (datetime.datetime(2024, 7, 10, 13, 36, 45),\n",
       "  datetime.datetime(2024, 7, 10, 13, 37, 2)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM02',\n",
       " (datetime.datetime(2024, 7, 10, 13, 42, 22),\n",
       "  datetime.datetime(2024, 7, 10, 13, 42, 31)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM09',\n",
       " (datetime.datetime(2024, 7, 10, 13, 45, 30),\n",
       "  datetime.datetime(2024, 7, 10, 13, 45, 39)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM13',\n",
       " (datetime.datetime(2024, 7, 10, 14, 5, 4),\n",
       "  datetime.datetime(2024, 7, 10, 14, 5, 12)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM33',\n",
       " (datetime.datetime(2024, 7, 10, 13, 53, 42),\n",
       "  datetime.datetime(2024, 7, 10, 13, 53, 50)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM23',\n",
       " (datetime.datetime(2024, 7, 10, 13, 56, 47),\n",
       "  datetime.datetime(2024, 7, 10, 13, 56, 55)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM27',\n",
       " (datetime.datetime(2024, 7, 10, 14, 2, 44),\n",
       "  datetime.datetime(2024, 7, 10, 14, 2, 52)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM30',\n",
       " (datetime.datetime(2024, 7, 10, 13, 52, 56),\n",
       "  datetime.datetime(2024, 7, 10, 13, 53, 5)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM22',\n",
       " (datetime.datetime(2024, 7, 10, 13, 39, 19),\n",
       "  datetime.datetime(2024, 7, 10, 13, 39, 26)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM05',\n",
       " (datetime.datetime(2024, 7, 10, 13, 49, 53),\n",
       "  datetime.datetime(2024, 7, 10, 13, 50, 1)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM18',\n",
       " (datetime.datetime(2024, 7, 10, 13, 43, 7),\n",
       "  datetime.datetime(2024, 7, 10, 13, 43, 15)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM10',\n",
       " (datetime.datetime(2024, 7, 10, 13, 50, 39),\n",
       "  datetime.datetime(2024, 7, 10, 13, 50, 48)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM19',\n",
       " (datetime.datetime(2024, 7, 10, 13, 46, 22),\n",
       "  datetime.datetime(2024, 7, 10, 13, 46, 30)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM14',\n",
       " (datetime.datetime(2024, 7, 10, 14, 3, 27),\n",
       "  datetime.datetime(2024, 7, 10, 14, 3, 35)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM31',\n",
       " (datetime.datetime(2024, 7, 10, 14, 1, 42),\n",
       "  datetime.datetime(2024, 7, 10, 14, 1, 50)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM29',\n",
       " (datetime.datetime(2024, 7, 10, 13, 51, 22),\n",
       "  datetime.datetime(2024, 7, 10, 13, 51, 30)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM20',\n",
       " (datetime.datetime(2024, 7, 10, 13, 52, 8),\n",
       "  datetime.datetime(2024, 7, 10, 13, 52, 16)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM21',\n",
       " (datetime.datetime(2024, 7, 10, 13, 37, 47),\n",
       "  datetime.datetime(2024, 7, 10, 13, 37, 56)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM03',\n",
       " (datetime.datetime(2024, 7, 10, 13, 55, 59),\n",
       "  datetime.datetime(2024, 7, 10, 13, 56, 8)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM26',\n",
       " (datetime.datetime(2024, 7, 10, 13, 48, 24),\n",
       "  datetime.datetime(2024, 7, 10, 13, 48, 33)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM16',\n",
       " (datetime.datetime(2024, 7, 10, 13, 43, 55),\n",
       "  datetime.datetime(2024, 7, 10, 13, 44, 3)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM11',\n",
       " (datetime.datetime(2024, 7, 10, 14, 6, 40),\n",
       "  datetime.datetime(2024, 7, 10, 14, 6, 48)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM35',\n",
       " (datetime.datetime(2024, 7, 10, 13, 47, 17),\n",
       "  datetime.datetime(2024, 7, 10, 13, 47, 26)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM15',\n",
       " (datetime.datetime(2024, 7, 10, 13, 49, 7),\n",
       "  datetime.datetime(2024, 7, 10, 13, 49, 15)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM17',\n",
       " (datetime.datetime(2024, 7, 10, 13, 40, 3),\n",
       "  datetime.datetime(2024, 7, 10, 13, 40, 9)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM06',\n",
       " (datetime.datetime(2024, 7, 10, 13, 38, 34),\n",
       "  datetime.datetime(2024, 7, 10, 13, 38, 42)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM04',\n",
       " (datetime.datetime(2024, 7, 10, 13, 57, 35),\n",
       "  datetime.datetime(2024, 7, 10, 13, 57, 43)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM28',\n",
       " (datetime.datetime(2024, 7, 10, 13, 35, 48),\n",
       "  datetime.datetime(2024, 7, 10, 13, 36, 2)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM01',\n",
       " (datetime.datetime(2024, 7, 10, 13, 44, 41),\n",
       "  datetime.datetime(2024, 7, 10, 13, 44, 49)): 'data/mat_data/Clive/09_07 CFalls Pressure mat/CFPM12',\n",
       " (datetime.datetime(2024, 7, 10, 15, 8, 21),\n",
       "  datetime.datetime(2024, 7, 10, 15, 8, 31)): 'data/mat_data/Clive/09_07 CADL Pressure mat',\n",
       " (datetime.datetime(2024, 7, 10, 15, 25, 36),\n",
       "  datetime.datetime(2024, 7, 10, 15, 26, 8)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM57',\n",
       " (datetime.datetime(2024, 7, 10, 14, 55, 35),\n",
       "  datetime.datetime(2024, 7, 10, 14, 55, 46)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM31',\n",
       " (datetime.datetime(2024, 7, 10, 14, 53, 57),\n",
       "  datetime.datetime(2024, 7, 10, 14, 54, 10)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM29',\n",
       " (datetime.datetime(2024, 7, 10, 14, 37, 26),\n",
       "  datetime.datetime(2024, 7, 10, 14, 37, 36)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM11',\n",
       " (datetime.datetime(2024, 7, 10, 14, 50, 32),\n",
       "  datetime.datetime(2024, 7, 10, 14, 50, 48)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM25',\n",
       " (datetime.datetime(2024, 7, 10, 15, 26, 49),\n",
       "  datetime.datetime(2024, 7, 10, 15, 27)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM58',\n",
       " (datetime.datetime(2024, 7, 10, 15, 32, 42),\n",
       "  datetime.datetime(2024, 7, 10, 15, 32, 59)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM72',\n",
       " (datetime.datetime(2024, 7, 10, 14, 39, 44),\n",
       "  datetime.datetime(2024, 7, 10, 14, 39, 57)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM14',\n",
       " (datetime.datetime(2024, 7, 10, 14, 54, 46),\n",
       "  datetime.datetime(2024, 7, 10, 14, 54, 59)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM30',\n",
       " (datetime.datetime(2024, 7, 10, 13, 30, 56),\n",
       "  datetime.datetime(2024, 7, 10, 13, 31, 30)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM83',\n",
       " (datetime.datetime(2024, 7, 10, 15, 28, 38),\n",
       "  datetime.datetime(2024, 7, 10, 15, 29, 26)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM69',\n",
       " (datetime.datetime(2024, 7, 10, 15, 23, 19),\n",
       "  datetime.datetime(2024, 7, 10, 15, 23, 29)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM55',\n",
       " (datetime.datetime(2024, 7, 10, 15, 15, 20),\n",
       "  datetime.datetime(2024, 7, 10, 15, 15, 32)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM48',\n",
       " (datetime.datetime(2024, 7, 10, 14, 26, 6),\n",
       "  datetime.datetime(2024, 7, 10, 14, 26, 16)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM03',\n",
       " (datetime.datetime(2024, 7, 10, 15, 30, 18),\n",
       "  datetime.datetime(2024, 7, 10, 15, 30, 40)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM70',\n",
       " (datetime.datetime(2024, 7, 10, 15, 17, 50),\n",
       "  datetime.datetime(2024, 7, 10, 15, 18, 3)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM51',\n",
       " (datetime.datetime(2024, 7, 10, 14, 31, 52),\n",
       "  datetime.datetime(2024, 7, 10, 14, 32, 5)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM07',\n",
       " (datetime.datetime(2024, 7, 10, 14, 43, 55),\n",
       "  datetime.datetime(2024, 7, 10, 14, 44, 14)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM17',\n",
       " (datetime.datetime(2024, 7, 10, 14, 42, 29),\n",
       "  datetime.datetime(2024, 7, 10, 14, 42, 42)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM15',\n",
       " (datetime.datetime(2024, 7, 10, 14, 32, 48),\n",
       "  datetime.datetime(2024, 7, 10, 14, 32, 59)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM08',\n",
       " (datetime.datetime(2024, 7, 10, 14, 25, 24),\n",
       "  datetime.datetime(2024, 7, 10, 14, 25, 38)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM02',\n",
       " (datetime.datetime(2024, 7, 10, 14, 47, 2),\n",
       "  datetime.datetime(2024, 7, 10, 14, 47, 11)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM21',\n",
       " (datetime.datetime(2024, 7, 10, 14, 49, 38),\n",
       "  datetime.datetime(2024, 7, 10, 14, 49, 47)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM24',\n",
       " (datetime.datetime(2024, 7, 10, 14, 46, 12),\n",
       "  datetime.datetime(2024, 7, 10, 14, 46, 26)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM20',\n",
       " (datetime.datetime(2024, 7, 10, 15, 36, 13),\n",
       "  datetime.datetime(2024, 7, 10, 15, 37, 21)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM74',\n",
       " (datetime.datetime(2024, 7, 10, 14, 27, 17),\n",
       "  datetime.datetime(2024, 7, 10, 14, 27, 28)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM04',\n",
       " (datetime.datetime(2024, 7, 10, 14, 47, 47),\n",
       "  datetime.datetime(2024, 7, 10, 14, 47, 56)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM22',\n",
       " (datetime.datetime(2024, 7, 10, 15, 21, 53),\n",
       "  datetime.datetime(2024, 7, 10, 15, 22, 4)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM54',\n",
       " (datetime.datetime(2024, 7, 10, 15, 16, 51),\n",
       "  datetime.datetime(2024, 7, 10, 15, 17, 6)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM50',\n",
       " (datetime.datetime(2024, 7, 10, 14, 27, 59),\n",
       "  datetime.datetime(2024, 7, 10, 14, 29, 37)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM05',\n",
       " (datetime.datetime(2024, 7, 10, 15, 16, 7),\n",
       "  datetime.datetime(2024, 7, 10, 15, 16, 18)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM49',\n",
       " (datetime.datetime(2024, 7, 10, 14, 45, 31),\n",
       "  datetime.datetime(2024, 7, 10, 14, 45, 41)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM19',\n",
       " (datetime.datetime(2024, 7, 10, 15, 12, 1),\n",
       "  datetime.datetime(2024, 7, 10, 15, 12, 12)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM44',\n",
       " (datetime.datetime(2024, 7, 10, 14, 33, 29),\n",
       "  datetime.datetime(2024, 7, 10, 14, 34, 34)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM09',\n",
       " (datetime.datetime(2024, 7, 10, 15, 20, 15),\n",
       "  datetime.datetime(2024, 7, 10, 15, 20, 26)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM53',\n",
       " (datetime.datetime(2024, 7, 10, 14, 59, 6),\n",
       "  datetime.datetime(2024, 7, 10, 14, 59, 20)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM35',\n",
       " (datetime.datetime(2024, 7, 10, 15, 9, 36),\n",
       "  datetime.datetime(2024, 7, 10, 15, 9, 48)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM45',\n",
       " (datetime.datetime(2024, 7, 10, 15, 19, 19),\n",
       "  datetime.datetime(2024, 7, 10, 15, 19, 29)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM52',\n",
       " (datetime.datetime(2024, 7, 10, 15, 31, 34),\n",
       "  datetime.datetime(2024, 7, 10, 15, 31, 52)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM71',\n",
       " (datetime.datetime(2024, 7, 10, 14, 58, 11),\n",
       "  datetime.datetime(2024, 7, 10, 14, 58, 24)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM34',\n",
       " (datetime.datetime(2024, 7, 10, 15, 5, 42),\n",
       "  datetime.datetime(2024, 7, 10, 15, 6)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM42',\n",
       " (datetime.datetime(2024, 7, 10, 15, 2, 10),\n",
       "  datetime.datetime(2024, 7, 10, 15, 2, 19)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM40',\n",
       " (datetime.datetime(2024, 7, 10, 14, 52, 14),\n",
       "  datetime.datetime(2024, 7, 10, 14, 52, 27)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM27',\n",
       " (datetime.datetime(2024, 7, 10, 14, 48, 47),\n",
       "  datetime.datetime(2024, 7, 10, 14, 48, 55)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM23',\n",
       " (datetime.datetime(2024, 7, 10, 14, 43, 14),\n",
       "  datetime.datetime(2024, 7, 10, 14, 43, 24)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM16',\n",
       " (datetime.datetime(2024, 7, 10, 14, 57, 19),\n",
       "  datetime.datetime(2024, 7, 10, 14, 57, 27)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM33',\n",
       " (datetime.datetime(2024, 7, 10, 14, 24, 31),\n",
       "  datetime.datetime(2024, 7, 10, 14, 24, 48)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM01',\n",
       " (datetime.datetime(2024, 7, 10, 15, 24, 20),\n",
       "  datetime.datetime(2024, 7, 10, 15, 24, 47)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM56',\n",
       " (datetime.datetime(2024, 7, 10, 14, 39, 1),\n",
       "  datetime.datetime(2024, 7, 10, 14, 39, 12)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM13',\n",
       " (datetime.datetime(2024, 7, 10, 14, 44, 49),\n",
       "  datetime.datetime(2024, 7, 10, 14, 44, 59)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM18',\n",
       " (datetime.datetime(2024, 7, 10, 14, 38, 7),\n",
       "  datetime.datetime(2024, 7, 10, 14, 38, 15)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM12',\n",
       " (datetime.datetime(2024, 7, 10, 15, 6, 51),\n",
       "  datetime.datetime(2024, 7, 10, 15, 7, 8)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM43',\n",
       " (datetime.datetime(2024, 7, 10, 15, 4, 14),\n",
       "  datetime.datetime(2024, 7, 10, 15, 4, 28)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM41',\n",
       " (datetime.datetime(2024, 7, 10, 14, 51, 24),\n",
       "  datetime.datetime(2024, 7, 10, 14, 51, 36)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM26',\n",
       " (datetime.datetime(2024, 7, 10, 15, 12, 49),\n",
       "  datetime.datetime(2024, 7, 10, 15, 13, 2)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM46',\n",
       " (datetime.datetime(2024, 7, 10, 14, 53, 3),\n",
       "  datetime.datetime(2024, 7, 10, 14, 53, 16)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM28',\n",
       " (datetime.datetime(2024, 7, 10, 14, 59, 56),\n",
       "  datetime.datetime(2024, 7, 10, 15, 0, 4)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM36',\n",
       " (datetime.datetime(2024, 7, 10, 15, 1, 24),\n",
       "  datetime.datetime(2024, 7, 10, 15, 1, 34)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM38',\n",
       " (datetime.datetime(2024, 7, 10, 15, 13, 54),\n",
       "  datetime.datetime(2024, 7, 10, 15, 14, 4)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM47',\n",
       " (datetime.datetime(2024, 7, 10, 15, 33, 41),\n",
       "  datetime.datetime(2024, 7, 10, 15, 34, 9)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM73',\n",
       " (datetime.datetime(2024, 7, 10, 14, 36, 40),\n",
       "  datetime.datetime(2024, 7, 10, 14, 36, 53)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM10',\n",
       " (datetime.datetime(2024, 7, 10, 14, 30, 8),\n",
       "  datetime.datetime(2024, 7, 10, 14, 30, 16)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM06',\n",
       " (datetime.datetime(2024, 7, 10, 14, 56, 25),\n",
       "  datetime.datetime(2024, 7, 10, 14, 56, 35)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM32',\n",
       " (datetime.datetime(2024, 7, 10, 15, 0, 39),\n",
       "  datetime.datetime(2024, 7, 10, 15, 0, 51)): 'data/mat_data/Clive/09_07 CADL Pressure mat/CADLPM37',\n",
       " (datetime.datetime(2024, 7, 9, 10, 16, 14),\n",
       "  datetime.datetime(2024, 7, 9, 10, 23, 18)): 'data/mat_data/Pablo/Falls PM/PDRPMF01',\n",
       " (datetime.datetime(2024, 7, 9, 11, 10, 37),\n",
       "  datetime.datetime(2024, 7, 9, 11, 10, 43)): 'data/mat_data/Pablo/Falls PM/PDRPMF28',\n",
       " (datetime.datetime(2024, 7, 9, 10, 38, 29),\n",
       "  datetime.datetime(2024, 7, 9, 10, 38, 35)): 'data/mat_data/Pablo/Falls PM/PDRPMF06',\n",
       " (datetime.datetime(2024, 7, 9, 10, 50, 45),\n",
       "  datetime.datetime(2024, 7, 9, 10, 50, 57)): 'data/mat_data/Pablo/Falls PM/PDRPMF17',\n",
       " (datetime.datetime(2024, 7, 9, 11, 9, 44),\n",
       "  datetime.datetime(2024, 7, 9, 11, 9, 54)): 'data/mat_data/Pablo/Falls PM/PDRPMF27',\n",
       " (datetime.datetime(2024, 7, 9, 10, 40, 24),\n",
       "  datetime.datetime(2024, 7, 9, 10, 40, 36)): 'data/mat_data/Pablo/Falls PM/PDRPMF08',\n",
       " (datetime.datetime(2024, 7, 9, 10, 47, 42),\n",
       "  datetime.datetime(2024, 7, 9, 10, 47, 53)): 'data/mat_data/Pablo/Falls PM/PDRPMF14',\n",
       " (datetime.datetime(2024, 7, 9, 10, 44, 56),\n",
       "  datetime.datetime(2024, 7, 9, 10, 45, 3)): 'data/mat_data/Pablo/Falls PM/PDRPMF11',\n",
       " (datetime.datetime(2024, 7, 9, 10, 43, 45),\n",
       "  datetime.datetime(2024, 7, 9, 10, 43, 52)): 'data/mat_data/Pablo/Falls PM/PDRPMF10',\n",
       " (datetime.datetime(2024, 7, 9, 11, 13, 13),\n",
       "  datetime.datetime(2024, 7, 9, 11, 13, 19)): 'data/mat_data/Pablo/Falls PM/PDRPMF31',\n",
       " (datetime.datetime(2024, 7, 9, 11, 5, 30),\n",
       "  datetime.datetime(2024, 7, 9, 11, 5, 45)): 'data/mat_data/Pablo/Falls PM/PDRPMF19',\n",
       " (datetime.datetime(2024, 7, 9, 10, 35, 42),\n",
       "  datetime.datetime(2024, 7, 9, 10, 36, 1)): 'data/mat_data/Pablo/Falls PM/PDRPMF03',\n",
       " (datetime.datetime(2024, 7, 9, 10, 53, 6),\n",
       "  datetime.datetime(2024, 7, 9, 10, 53, 20)): 'data/mat_data/Pablo/Falls PM/PDRPMF22',\n",
       " (datetime.datetime(2024, 7, 9, 10, 37, 37),\n",
       "  datetime.datetime(2024, 7, 9, 10, 37, 43)): 'data/mat_data/Pablo/Falls PM/PDRPMF05',\n",
       " (datetime.datetime(2024, 7, 9, 10, 39, 32),\n",
       "  datetime.datetime(2024, 7, 9, 10, 39, 37)): 'data/mat_data/Pablo/Falls PM/PDRPMF07',\n",
       " (datetime.datetime(2024, 7, 9, 10, 46, 52),\n",
       "  datetime.datetime(2024, 7, 9, 10, 46, 58)): 'data/mat_data/Pablo/Falls PM/PDRPMF13',\n",
       " (datetime.datetime(2024, 7, 9, 11, 8, 58),\n",
       "  datetime.datetime(2024, 7, 9, 11, 9, 4)): 'data/mat_data/Pablo/Falls PM/PDRPMF26',\n",
       " (datetime.datetime(2024, 7, 9, 10, 48, 43),\n",
       "  datetime.datetime(2024, 7, 9, 10, 48, 55)): 'data/mat_data/Pablo/Falls PM/PDRPMF15',\n",
       " (datetime.datetime(2024, 7, 9, 11, 6, 22),\n",
       "  datetime.datetime(2024, 7, 9, 11, 6, 27)): 'data/mat_data/Pablo/Falls PM/PDRPMF20',\n",
       " (datetime.datetime(2024, 7, 9, 11, 17, 53),\n",
       "  datetime.datetime(2024, 7, 9, 11, 18, 1)): 'data/mat_data/Pablo/Falls PM/PDRPMF36',\n",
       " (datetime.datetime(2024, 7, 9, 10, 54, 51),\n",
       "  datetime.datetime(2024, 7, 9, 10, 55)): 'data/mat_data/Pablo/Falls PM/PDRPMF24',\n",
       " (datetime.datetime(2024, 7, 9, 10, 28, 55),\n",
       "  datetime.datetime(2024, 7, 9, 10, 29, 11)): 'data/mat_data/Pablo/Falls PM/PDRPMF02',\n",
       " (datetime.datetime(2024, 7, 9, 11, 8),\n",
       "  datetime.datetime(2024, 7, 9, 11, 8, 6)): 'data/mat_data/Pablo/Falls PM/PDRPMF25',\n",
       " (datetime.datetime(2024, 7, 9, 11, 15, 23),\n",
       "  datetime.datetime(2024, 7, 9, 11, 15, 29)): 'data/mat_data/Pablo/Falls PM/PDRPMF33',\n",
       " (datetime.datetime(2024, 7, 9, 10, 49, 44),\n",
       "  datetime.datetime(2024, 7, 9, 10, 49, 59)): 'data/mat_data/Pablo/Falls PM/PDRPMF16',\n",
       " (datetime.datetime(2024, 7, 9, 10, 51, 47),\n",
       "  datetime.datetime(2024, 7, 9, 10, 51, 53)): 'data/mat_data/Pablo/Falls PM/PDRPMF18',\n",
       " (datetime.datetime(2024, 7, 9, 10, 45, 55),\n",
       "  datetime.datetime(2024, 7, 9, 10, 46, 1)): 'data/mat_data/Pablo/Falls PM/PDRPMF12',\n",
       " (datetime.datetime(2024, 7, 9, 10, 42, 1),\n",
       "  datetime.datetime(2024, 7, 9, 10, 42, 7)): 'data/mat_data/Pablo/Falls PM/PDRPMF09',\n",
       " (datetime.datetime(2024, 7, 9, 11, 12, 19),\n",
       "  datetime.datetime(2024, 7, 9, 11, 12, 26)): 'data/mat_data/Pablo/Falls PM/PDRPMF30',\n",
       " (datetime.datetime(2024, 7, 9, 10, 36, 41),\n",
       "  datetime.datetime(2024, 7, 9, 10, 36, 47)): 'data/mat_data/Pablo/Falls PM/PDRPMF04',\n",
       " (datetime.datetime(2024, 7, 9, 11, 11, 26),\n",
       "  datetime.datetime(2024, 7, 9, 11, 11, 37)): 'data/mat_data/Pablo/Falls PM/PDRPMF29',\n",
       " (datetime.datetime(2024, 7, 9, 11, 7, 3),\n",
       "  datetime.datetime(2024, 7, 9, 11, 7, 15)): 'data/mat_data/Pablo/Falls PM/PDRPMF21',\n",
       " (datetime.datetime(2024, 7, 9, 10, 54, 2),\n",
       "  datetime.datetime(2024, 7, 9, 10, 54, 14)): 'data/mat_data/Pablo/Falls PM/PDRPMF23',\n",
       " (datetime.datetime(2024, 7, 9, 11, 17, 4),\n",
       "  datetime.datetime(2024, 7, 9, 11, 17, 10)): 'data/mat_data/Pablo/Falls PM/PDRPMF35',\n",
       " (datetime.datetime(2024, 7, 9, 11, 14, 2),\n",
       "  datetime.datetime(2024, 7, 9, 11, 14, 9)): 'data/mat_data/Pablo/Falls PM/PDRPMF32',\n",
       " (datetime.datetime(2024, 7, 9, 11, 16, 18),\n",
       "  datetime.datetime(2024, 7, 9, 11, 16, 24)): 'data/mat_data/Pablo/Falls PM/PDRPMF34',\n",
       " (datetime.datetime(2024, 7, 9, 12, 18, 53),\n",
       "  datetime.datetime(2024, 7, 9, 12, 19, 12)): 'data/mat_data/Pablo/ADL PM/PDRPMADL37',\n",
       " (datetime.datetime(2024, 7, 9, 12, 43, 35),\n",
       "  datetime.datetime(2024, 7, 9, 12, 43, 49)): 'data/mat_data/Pablo/ADL PM/PDRPMADL52',\n",
       " (datetime.datetime(2024, 7, 9, 12, 2, 52),\n",
       "  datetime.datetime(2024, 7, 9, 12, 3, 6)): 'data/mat_data/Pablo/ADL PM/PDRPMADL26',\n",
       " (datetime.datetime(2024, 7, 9, 12, 23, 19),\n",
       "  datetime.datetime(2024, 7, 9, 12, 23, 39)): 'data/mat_data/Pablo/ADL PM/PDRPMADL41',\n",
       " (datetime.datetime(2024, 7, 9, 11, 59, 34),\n",
       "  datetime.datetime(2024, 7, 9, 11, 59, 45)): 'data/mat_data/Pablo/ADL PM/PDRPMADL23',\n",
       " (datetime.datetime(2024, 7, 9, 12, 58, 48),\n",
       "  datetime.datetime(2024, 7, 9, 12, 59, 5)): 'data/mat_data/Pablo/ADL PM/PDRPMADL71',\n",
       " (datetime.datetime(2024, 7, 9, 12, 4, 45),\n",
       "  datetime.datetime(2024, 7, 9, 12, 5, 8)): 'data/mat_data/Pablo/ADL PM/PDRPMADL28',\n",
       " (datetime.datetime(2024, 7, 9, 12, 32, 12),\n",
       "  datetime.datetime(2024, 7, 9, 12, 32, 22)): 'data/mat_data/Pablo/ADL PM/PDRPMADL47',\n",
       " (datetime.datetime(2024, 7, 9, 12, 44, 26),\n",
       "  datetime.datetime(2024, 7, 9, 12, 44, 40)): 'data/mat_data/Pablo/ADL PM/PDRPMADL53',\n",
       " (datetime.datetime(2024, 7, 9, 11, 30, 47),\n",
       "  datetime.datetime(2024, 7, 9, 11, 31, 17)): 'data/mat_data/Pablo/ADL PM/PDRPMADL07',\n",
       " (datetime.datetime(2024, 7, 9, 11, 41, 4),\n",
       "  datetime.datetime(2024, 7, 9, 11, 41, 23)): 'data/mat_data/Pablo/ADL PM/PDRPMADL10',\n",
       " (datetime.datetime(2024, 7, 9, 12, 24, 20),\n",
       "  datetime.datetime(2024, 7, 9, 12, 24, 35)): 'data/mat_data/Pablo/ADL PM/PDRPMADL42',\n",
       " (datetime.datetime(2024, 7, 9, 12, 11, 3),\n",
       "  datetime.datetime(2024, 7, 9, 12, 11, 10)): 'data/mat_data/Pablo/ADL PM/PDRPMADL33',\n",
       " (datetime.datetime(2024, 7, 9, 11, 21, 57),\n",
       "  datetime.datetime(2024, 7, 9, 11, 22, 14)): 'data/mat_data/Pablo/ADL PM/PDRPMADL02',\n",
       " (datetime.datetime(2024, 7, 9, 11, 51, 4),\n",
       "  datetime.datetime(2024, 7, 9, 11, 51, 19)): 'data/mat_data/Pablo/ADL PM/PDRPMADL17',\n",
       " (datetime.datetime(2024, 7, 9, 11, 29, 55),\n",
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       " (datetime.datetime(2024, 6, 11, 11, 28, 50),\n",
       "  datetime.datetime(2024, 6, 11, 11, 29, 5)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/46',\n",
       " (datetime.datetime(2024, 6, 11, 11, 36, 9),\n",
       "  datetime.datetime(2024, 6, 11, 11, 36, 27)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/50',\n",
       " (datetime.datetime(2024, 6, 12, 10, 51, 45),\n",
       "  datetime.datetime(2024, 6, 12, 10, 52, 30)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/84',\n",
       " (datetime.datetime(2024, 6, 11, 11, 4, 44),\n",
       "  datetime.datetime(2024, 6, 11, 11, 4, 59)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/36',\n",
       " (datetime.datetime(2024, 6, 11, 11, 47, 45),\n",
       "  datetime.datetime(2024, 6, 11, 11, 48, 3)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/58',\n",
       " (datetime.datetime(2024, 6, 11, 10, 56, 42),\n",
       "  datetime.datetime(2024, 6, 11, 10, 57)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/31',\n",
       " (datetime.datetime(2024, 6, 12, 10, 50, 11),\n",
       "  datetime.datetime(2024, 6, 12, 10, 50, 46)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/83',\n",
       " (datetime.datetime(2024, 6, 11, 10, 4, 31),\n",
       "  datetime.datetime(2024, 6, 11, 10, 4, 52)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/7',\n",
       " (datetime.datetime(2024, 6, 11, 10, 30, 22),\n",
       "  datetime.datetime(2024, 6, 11, 10, 30, 37)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/19',\n",
       " (datetime.datetime(2024, 10, 14, 12, 43),\n",
       "  datetime.datetime(2024, 10, 14, 12, 43, 46)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/79',\n",
       " (datetime.datetime(2024, 6, 11, 10, 9, 52),\n",
       "  datetime.datetime(2024, 6, 11, 10, 10, 11)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/11',\n",
       " (datetime.datetime(2024, 6, 12, 13, 22, 43),\n",
       "  datetime.datetime(2024, 6, 12, 13, 23, 2)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/16',\n",
       " (datetime.datetime(2024, 6, 12, 13, 21, 31),\n",
       "  datetime.datetime(2024, 6, 12, 13, 21, 43)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/6',\n",
       " (datetime.datetime(2024, 6, 11, 11, 2, 30),\n",
       "  datetime.datetime(2024, 6, 11, 11, 2, 52)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/34',\n",
       " (datetime.datetime(2024, 6, 12, 10, 39, 24),\n",
       "  datetime.datetime(2024, 6, 12, 10, 39, 33)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/65',\n",
       " (datetime.datetime(2024, 6, 12, 11, 2, 28),\n",
       "  datetime.datetime(2024, 6, 12, 11, 2, 50)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/90',\n",
       " (datetime.datetime(2024, 6, 11, 11, 54, 30),\n",
       "  datetime.datetime(2024, 6, 11, 11, 54, 39)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/63',\n",
       " (datetime.datetime(2024, 6, 12, 10, 44, 24),\n",
       "  datetime.datetime(2024, 6, 12, 10, 44, 44)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/67',\n",
       " (datetime.datetime(2024, 6, 11, 9, 59, 36),\n",
       "  datetime.datetime(2024, 6, 11, 10, 0, 4)): 'data/mat_data/Marion/ADL/Dataset MB1 11_06 PMADL/4',\n",
       " (datetime.datetime(2024, 6, 12, 14, 24, 37),\n",
       "  datetime.datetime(2024, 6, 12, 14, 24, 44)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/27',\n",
       " (datetime.datetime(2024, 6, 12, 14, 27, 21),\n",
       "  datetime.datetime(2024, 6, 12, 14, 27, 27)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/30',\n",
       " (datetime.datetime(2024, 6, 12, 13, 45, 50),\n",
       "  datetime.datetime(2024, 6, 12, 13, 46, 1)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/3',\n",
       " (datetime.datetime(2024, 6, 12, 14, 29, 15),\n",
       "  datetime.datetime(2024, 6, 12, 14, 29, 20)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/32',\n",
       " (datetime.datetime(2024, 6, 12, 13, 56, 44),\n",
       "  datetime.datetime(2024, 6, 12, 13, 56, 51)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/12',\n",
       " (datetime.datetime(2024, 6, 12, 14, 26, 23),\n",
       "  datetime.datetime(2024, 6, 12, 14, 26, 31)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/29',\n",
       " (datetime.datetime(2024, 6, 12, 14, 21, 45),\n",
       "  datetime.datetime(2024, 6, 12, 14, 21, 52)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/24',\n",
       " (datetime.datetime(2024, 6, 12, 14, 20, 2),\n",
       "  datetime.datetime(2024, 6, 12, 14, 20, 10)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/22',\n",
       " (datetime.datetime(2024, 6, 12, 14, 34, 18),\n",
       "  datetime.datetime(2024, 6, 12, 14, 34, 29)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/35',\n",
       " (datetime.datetime(2024, 6, 12, 13, 51, 20),\n",
       "  datetime.datetime(2024, 6, 12, 13, 51, 26)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/9',\n",
       " (datetime.datetime(2024, 6, 12, 14, 23, 31),\n",
       "  datetime.datetime(2024, 6, 12, 14, 23, 38)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/26',\n",
       " (datetime.datetime(2024, 6, 12, 13, 50, 9),\n",
       "  datetime.datetime(2024, 6, 12, 13, 50, 15)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/8',\n",
       " (datetime.datetime(2024, 6, 12, 14, 25, 29),\n",
       "  datetime.datetime(2024, 6, 12, 14, 25, 36)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/28',\n",
       " (datetime.datetime(2024, 6, 12, 14, 16, 53),\n",
       "  datetime.datetime(2024, 6, 12, 14, 17, 1)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/18',\n",
       " (datetime.datetime(2024, 6, 12, 14, 19, 16),\n",
       "  datetime.datetime(2024, 6, 12, 14, 19, 23)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/21',\n",
       " (datetime.datetime(2024, 6, 12, 14, 22, 37),\n",
       "  datetime.datetime(2024, 6, 12, 14, 22, 44)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/25',\n",
       " (datetime.datetime(2024, 6, 12, 13, 52, 5),\n",
       "  datetime.datetime(2024, 6, 12, 13, 52, 12)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/10',\n",
       " (datetime.datetime(2024, 6, 12, 13, 44, 38),\n",
       "  datetime.datetime(2024, 6, 12, 13, 45, 3)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/2',\n",
       " (datetime.datetime(2024, 6, 12, 14, 16, 5),\n",
       "  datetime.datetime(2024, 6, 12, 14, 16, 13)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/17',\n",
       " (datetime.datetime(2024, 6, 12, 14, 14, 23),\n",
       "  datetime.datetime(2024, 6, 12, 14, 14, 38)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/15',\n",
       " (datetime.datetime(2024, 6, 12, 14, 18, 31),\n",
       "  datetime.datetime(2024, 6, 12, 14, 18, 38)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/20',\n",
       " (datetime.datetime(2024, 6, 12, 13, 43),\n",
       "  datetime.datetime(2024, 6, 12, 13, 43, 6)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/1',\n",
       " (datetime.datetime(2024, 6, 12, 14, 11, 7),\n",
       "  datetime.datetime(2024, 6, 12, 14, 11, 13)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/13',\n",
       " (datetime.datetime(2024, 6, 12, 14, 20, 53),\n",
       "  datetime.datetime(2024, 6, 12, 14, 20, 59)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/23',\n",
       " (datetime.datetime(2024, 6, 12, 14, 30, 9),\n",
       "  datetime.datetime(2024, 6, 12, 14, 30, 15)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/33',\n",
       " (datetime.datetime(2024, 6, 12, 14, 11, 59),\n",
       "  datetime.datetime(2024, 6, 12, 14, 12, 7)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/14',\n",
       " (datetime.datetime(2024, 6, 12, 14, 35, 45),\n",
       "  datetime.datetime(2024, 6, 12, 14, 35, 51)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/36',\n",
       " (datetime.datetime(2024, 6, 12, 14, 28, 11),\n",
       "  datetime.datetime(2024, 6, 12, 14, 28, 17)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/31',\n",
       " (datetime.datetime(2024, 6, 12, 13, 49, 21),\n",
       "  datetime.datetime(2024, 6, 12, 13, 49, 27)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/7',\n",
       " (datetime.datetime(2024, 6, 12, 14, 17, 40),\n",
       "  datetime.datetime(2024, 6, 12, 14, 17, 47)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/19',\n",
       " (datetime.datetime(2024, 6, 12, 13, 55, 57),\n",
       "  datetime.datetime(2024, 6, 12, 13, 56, 3)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/11',\n",
       " (datetime.datetime(2024, 6, 12, 14, 15, 19),\n",
       "  datetime.datetime(2024, 6, 12, 14, 15, 26)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/16',\n",
       " (datetime.datetime(2024, 6, 12, 13, 48, 33),\n",
       "  datetime.datetime(2024, 6, 12, 13, 48, 39)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/6',\n",
       " (datetime.datetime(2024, 6, 12, 14, 31, 44),\n",
       "  datetime.datetime(2024, 6, 12, 14, 31, 50)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/34',\n",
       " (datetime.datetime(2024, 6, 12, 13, 47, 39),\n",
       "  datetime.datetime(2024, 6, 12, 13, 47, 45)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/5',\n",
       " (datetime.datetime(2024, 6, 12, 13, 46, 48),\n",
       "  datetime.datetime(2024, 6, 12, 13, 46, 54)): 'data/mat_data/Marion/Falls/Dataset MB1_06 PMF/4'}"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "times_mat = {}\n",
    "for root, dirs, files in os.walk(os.path.join('data', 'mat_data')):\n",
    "    if 'test' not in root:\n",
    "        for file in files:\n",
    "            if file.endswith('.csv'):\n",
    "                mframe = pd.read_csv(os.path.join(root, file), \n",
    "                         converters={'Timestamp': mat_date_reader},\n",
    "                        index_col='Frame')\n",
    "                times_mat[(mframe.iloc[0]['Timestamp'].to_pydatetime().replace(tzinfo=None, microsecond=0), \n",
    "                           mframe.iloc[-1]['Timestamp'].to_pydatetime().replace(tzinfo=None, microsecond=0))\n",
    "                            ] = root\n",
    "times_mat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "bac606a9-4916-4fb8-9114-21cbdb4231d7",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{(datetime.datetime(2024, 7, 18, 11, 32, 32),\n",
       "  datetime.datetime(2024, 7, 18, 11, 32, 42)): 'data/camera_data/Blaine/Falls IR/BLIRF21',\n",
       " (datetime.datetime(2024, 7, 18, 11, 27, 19),\n",
       "  datetime.datetime(2024, 7, 18, 11, 27, 28)): 'data/camera_data/Blaine/Falls IR/BLIRF14',\n",
       " (datetime.datetime(2024, 7, 18, 11, 47, 48),\n",
       "  datetime.datetime(2024, 7, 18, 11, 47, 57)): 'data/camera_data/Blaine/Falls IR/BLIRF36',\n",
       " (datetime.datetime(2024, 7, 18, 10, 56, 25),\n",
       "  datetime.datetime(2024, 7, 18, 10, 56, 36)): 'data/camera_data/Blaine/Falls IR/BLIRF01',\n",
       " (datetime.datetime(2024, 7, 18, 11, 33, 17),\n",
       "  datetime.datetime(2024, 7, 18, 11, 33, 26)): 'data/camera_data/Blaine/Falls IR/BLIRF22',\n",
       " (datetime.datetime(2024, 7, 18, 11, 42, 25),\n",
       "  datetime.datetime(2024, 7, 18, 11, 42, 35)): 'data/camera_data/Blaine/Falls IR/BLIRF30',\n",
       " (datetime.datetime(2024, 7, 18, 11, 28, 17),\n",
       "  datetime.datetime(2024, 7, 18, 11, 28, 26)): 'data/camera_data/Blaine/Falls IR/BLIRF15',\n",
       " (datetime.datetime(2024, 7, 18, 11, 3, 16),\n",
       "  datetime.datetime(2024, 7, 18, 11, 3, 22)): 'data/camera_data/Blaine/Falls IR/BLIRF05',\n",
       " (datetime.datetime(2024, 7, 18, 11, 44, 32),\n",
       "  datetime.datetime(2024, 7, 18, 11, 44, 40)): 'data/camera_data/Blaine/Falls IR/BLIRF32',\n",
       " (datetime.datetime(2024, 7, 18, 11, 36, 32),\n",
       "  datetime.datetime(2024, 7, 18, 11, 36, 42)): 'data/camera_data/Blaine/Falls IR/BLIRF26',\n",
       " (datetime.datetime(2024, 7, 18, 11, 41, 28),\n",
       "  datetime.datetime(2024, 7, 18, 11, 41, 38)): 'data/camera_data/Blaine/Falls IR/BLIRF28',\n",
       " (datetime.datetime(2024, 7, 18, 11, 30, 29),\n",
       "  datetime.datetime(2024, 7, 18, 11, 30, 38)): 'data/camera_data/Blaine/Falls IR/BLIRF18',\n",
       " (datetime.datetime(2024, 7, 18, 11, 35, 42),\n",
       "  datetime.datetime(2024, 7, 18, 11, 35, 52)): 'data/camera_data/Blaine/Falls IR/BLIRF25',\n",
       " (datetime.datetime(2024, 7, 18, 11, 29, 3),\n",
       "  datetime.datetime(2024, 7, 18, 11, 29, 13)): 'data/camera_data/Blaine/Falls IR/BLIRF16',\n",
       " (datetime.datetime(2024, 7, 18, 11, 47, 3),\n",
       "  datetime.datetime(2024, 7, 18, 11, 47, 12)): 'data/camera_data/Blaine/Falls IR/BLIRF35',\n",
       " (datetime.datetime(2024, 7, 18, 11, 29, 43),\n",
       "  datetime.datetime(2024, 7, 18, 11, 29, 54)): 'data/camera_data/Blaine/Falls IR/BLIRF17',\n",
       " (datetime.datetime(2024, 7, 18, 11, 34, 55),\n",
       "  datetime.datetime(2024, 7, 18, 11, 35, 5)): 'data/camera_data/Blaine/Falls IR/BLIRF24',\n",
       " (datetime.datetime(2024, 7, 18, 11, 22, 7),\n",
       "  datetime.datetime(2024, 7, 18, 11, 22, 17)): 'data/camera_data/Blaine/Falls IR/BLIRF10',\n",
       " (datetime.datetime(2024, 7, 18, 11, 21, 12),\n",
       "  datetime.datetime(2024, 7, 18, 11, 21, 23)): 'data/camera_data/Blaine/Falls IR/BLIRF09',\n",
       " (datetime.datetime(2024, 7, 18, 11, 20, 37),\n",
       "  datetime.datetime(2024, 7, 18, 11, 20, 41)): 'data/camera_data/Blaine/Falls IR/BLIRF08',\n",
       " (datetime.datetime(2024, 7, 18, 11, 45, 26),\n",
       "  datetime.datetime(2024, 7, 18, 11, 45, 35)): 'data/camera_data/Blaine/Falls IR/BLIRF33',\n",
       " (datetime.datetime(2024, 7, 18, 11, 31, 48),\n",
       "  datetime.datetime(2024, 7, 18, 11, 31, 53)): 'data/camera_data/Blaine/Falls IR/BLIRF20',\n",
       " (datetime.datetime(2024, 7, 18, 11, 3, 58),\n",
       "  datetime.datetime(2024, 7, 18, 11, 4, 8)): 'data/camera_data/Blaine/Falls IR/BLIRF06',\n",
       " (datetime.datetime(2024, 7, 18, 11, 33, 59),\n",
       "  datetime.datetime(2024, 7, 18, 11, 34, 9)): 'data/camera_data/Blaine/Falls IR/BLIRF23',\n",
       " (datetime.datetime(2024, 7, 18, 11, 37, 26),\n",
       "  datetime.datetime(2024, 7, 18, 11, 37, 35)): 'data/camera_data/Blaine/Falls IR/BLIRF27',\n",
       " (datetime.datetime(2024, 7, 18, 11, 1, 30),\n",
       "  datetime.datetime(2024, 7, 18, 11, 1, 41)): 'data/camera_data/Blaine/Falls IR/BLIRF03',\n",
       " (datetime.datetime(2024, 7, 18, 11, 2, 19),\n",
       "  datetime.datetime(2024, 7, 18, 11, 2, 31)): 'data/camera_data/Blaine/Falls IR/BLIRF04',\n",
       " (datetime.datetime(2024, 7, 18, 11, 19, 42),\n",
       "  datetime.datetime(2024, 7, 18, 11, 19, 49)): 'data/camera_data/Blaine/Falls IR/BLIRF07',\n",
       " (datetime.datetime(2024, 7, 18, 11, 31, 7),\n",
       "  datetime.datetime(2024, 7, 18, 11, 31, 16)): 'data/camera_data/Blaine/Falls IR/BLIRF19',\n",
       " (datetime.datetime(2024, 7, 18, 11, 26, 40),\n",
       "  datetime.datetime(2024, 7, 18, 11, 26, 45)): 'data/camera_data/Blaine/Falls IR/BLIRF13',\n",
       " (datetime.datetime(2024, 7, 18, 11, 0, 40),\n",
       "  datetime.datetime(2024, 7, 18, 11, 0, 53)): 'data/camera_data/Blaine/Falls IR/BLIRF02',\n",
       " (datetime.datetime(2024, 7, 18, 11, 23, 44),\n",
       "  datetime.datetime(2024, 7, 18, 11, 23, 49)): 'data/camera_data/Blaine/Falls IR/BLIRF12',\n",
       " (datetime.datetime(2024, 7, 18, 11, 46, 22),\n",
       "  datetime.datetime(2024, 7, 18, 11, 46, 30)): 'data/camera_data/Blaine/Falls IR/BLIRF34',\n",
       " (datetime.datetime(2024, 7, 18, 11, 22, 49),\n",
       "  datetime.datetime(2024, 7, 18, 11, 22, 54)): 'data/camera_data/Blaine/Falls IR/BLIRF11',\n",
       " (datetime.datetime(2024, 7, 18, 11, 56, 51),\n",
       "  datetime.datetime(2024, 7, 18, 11, 57, 2)): 'data/camera_data/Blaine/ADL IR/BLIRADL06',\n",
       " (datetime.datetime(2024, 7, 18, 12, 28, 23),\n",
       "  datetime.datetime(2024, 7, 18, 12, 28, 32)): 'data/camera_data/Blaine/ADL IR/BLIRADL30',\n",
       " (datetime.datetime(2024, 7, 18, 11, 55, 19),\n",
       "  datetime.datetime(2024, 7, 18, 11, 55, 36)): 'data/camera_data/Blaine/ADL IR/BLIRADL04',\n",
       " (datetime.datetime(2024, 7, 18, 12, 3, 58),\n",
       "  datetime.datetime(2024, 7, 18, 12, 4, 10)): 'data/camera_data/Blaine/ADL IR/BLIRADL14',\n",
       " (datetime.datetime(2024, 7, 18, 11, 51, 24),\n",
       "  datetime.datetime(2024, 7, 18, 11, 51, 42)): 'data/camera_data/Blaine/ADL IR/BLIRADL01',\n",
       " (datetime.datetime(2024, 7, 18, 11, 59, 47),\n",
       "  datetime.datetime(2024, 7, 18, 11, 59, 58)): 'data/camera_data/Blaine/ADL IR/BLIRADL09',\n",
       " (datetime.datetime(2024, 7, 18, 12, 5, 55),\n",
       "  datetime.datetime(2024, 7, 18, 12, 6, 6)): 'data/camera_data/Blaine/ADL IR/BLIRADL16',\n",
       " (datetime.datetime(2024, 7, 18, 11, 58, 58),\n",
       "  datetime.datetime(2024, 7, 18, 11, 59, 11)): 'data/camera_data/Blaine/ADL IR/BLIRADL08',\n",
       " (datetime.datetime(2024, 7, 18, 12, 14, 54),\n",
       "  datetime.datetime(2024, 7, 18, 12, 15, 6)): 'data/camera_data/Blaine/ADL IR/BLIRADL24',\n",
       " (datetime.datetime(2024, 7, 18, 12, 19, 30),\n",
       "  datetime.datetime(2024, 7, 18, 12, 19, 49)): 'data/camera_data/Blaine/ADL IR/BLIRADL28',\n",
       " (datetime.datetime(2024, 7, 18, 12, 11, 25),\n",
       "  datetime.datetime(2024, 7, 18, 12, 11, 34)): 'data/camera_data/Blaine/ADL IR/BLIRADL21',\n",
       " (datetime.datetime(2024, 7, 18, 11, 52, 17),\n",
       "  datetime.datetime(2024, 7, 18, 11, 52, 29)): 'data/camera_data/Blaine/ADL IR/BLIRADL02',\n",
       " (datetime.datetime(2024, 7, 18, 12, 7, 44),\n",
       "  datetime.datetime(2024, 7, 18, 12, 8, 1)): 'data/camera_data/Blaine/ADL IR/BLIRADL17',\n",
       " (datetime.datetime(2024, 7, 18, 12, 23, 56),\n",
       "  datetime.datetime(2024, 7, 18, 12, 27, 33)): 'data/camera_data/Blaine/ADL IR/BLIRADL29',\n",
       " (datetime.datetime(2024, 7, 18, 12, 3, 9),\n",
       "  datetime.datetime(2024, 7, 18, 12, 3, 21)): 'data/camera_data/Blaine/ADL IR/BLIRADL13',\n",
       " (datetime.datetime(2024, 7, 18, 11, 56, 6),\n",
       "  datetime.datetime(2024, 7, 18, 11, 56, 19)): 'data/camera_data/Blaine/ADL IR/BLIRADL05',\n",
       " (datetime.datetime(2024, 7, 18, 12, 5, 6),\n",
       "  datetime.datetime(2024, 7, 18, 12, 5, 17)): 'data/camera_data/Blaine/ADL IR/BLIRADL15',\n",
       " (datetime.datetime(2024, 7, 18, 12, 17, 19),\n",
       "  datetime.datetime(2024, 7, 18, 12, 17, 39)): 'data/camera_data/Blaine/ADL IR/BLIRADL26',\n",
       " (datetime.datetime(2024, 7, 18, 12, 2, 3),\n",
       "  datetime.datetime(2024, 7, 18, 12, 2, 13)): 'data/camera_data/Blaine/ADL IR/BLIRADL12',\n",
       " (datetime.datetime(2024, 7, 18, 12, 12, 8),\n",
       "  datetime.datetime(2024, 7, 18, 12, 12, 19)): 'data/camera_data/Blaine/ADL IR/BLIRADL22',\n",
       " (datetime.datetime(2024, 7, 18, 12, 9, 17),\n",
       "  datetime.datetime(2024, 7, 18, 12, 9, 27)): 'data/camera_data/Blaine/ADL IR/BLIRADL18',\n",
       " (datetime.datetime(2024, 7, 18, 12, 0, 31),\n",
       "  datetime.datetime(2024, 7, 18, 12, 0, 46)): 'data/camera_data/Blaine/ADL IR/BLIRADL10',\n",
       " (datetime.datetime(2024, 7, 18, 11, 52, 59),\n",
       "  datetime.datetime(2024, 7, 18, 11, 53, 10)): 'data/camera_data/Blaine/ADL IR/BLIRADL03',\n",
       " (datetime.datetime(2024, 7, 18, 12, 13, 36),\n",
       "  datetime.datetime(2024, 7, 18, 12, 13, 50)): 'data/camera_data/Blaine/ADL IR/BLIRADL23',\n",
       " (datetime.datetime(2024, 7, 18, 11, 57, 59),\n",
       "  datetime.datetime(2024, 7, 18, 11, 58, 14)): 'data/camera_data/Blaine/ADL IR/BLIRADL07',\n",
       " (datetime.datetime(2024, 7, 18, 12, 9, 59),\n",
       "  datetime.datetime(2024, 7, 18, 12, 10, 7)): 'data/camera_data/Blaine/ADL IR/BLIRADL19',\n",
       " (datetime.datetime(2024, 7, 18, 12, 18, 14),\n",
       "  datetime.datetime(2024, 7, 18, 12, 18, 33)): 'data/camera_data/Blaine/ADL IR/BLIRADL27',\n",
       " (datetime.datetime(2024, 7, 18, 12, 10, 45),\n",
       "  datetime.datetime(2024, 7, 18, 12, 10, 52)): 'data/camera_data/Blaine/ADL IR/BLIRADL20',\n",
       " (datetime.datetime(2024, 7, 18, 12, 1, 21),\n",
       "  datetime.datetime(2024, 7, 18, 12, 1, 31)): 'data/camera_data/Blaine/ADL IR/BLIRADL11',\n",
       " (datetime.datetime(2024, 7, 18, 12, 15, 42),\n",
       "  datetime.datetime(2024, 7, 18, 12, 16, 3)): 'data/camera_data/Blaine/ADL IR/BLIRADL25',\n",
       " (datetime.datetime(2024, 8, 2, 11, 47, 10),\n",
       "  datetime.datetime(2024, 8, 2, 11, 47, 31)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL6',\n",
       " (datetime.datetime(2024, 8, 2, 11, 57, 26),\n",
       "  datetime.datetime(2024, 8, 2, 11, 57, 31)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL10',\n",
       " (datetime.datetime(2024, 8, 2, 11, 52, 35),\n",
       "  datetime.datetime(2024, 8, 2, 11, 52, 44)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL9',\n",
       " (datetime.datetime(2024, 8, 2, 12, 6, 26),\n",
       "  datetime.datetime(2024, 8, 2, 12, 6, 35)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL20',\n",
       " (datetime.datetime(2024, 8, 2, 12, 5, 44),\n",
       "  datetime.datetime(2024, 8, 2, 12, 5, 57)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL19',\n",
       " (datetime.datetime(2024, 8, 2, 11, 44, 28),\n",
       "  datetime.datetime(2024, 8, 2, 11, 44, 38)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL3',\n",
       " (datetime.datetime(2024, 8, 2, 12, 15, 48),\n",
       "  datetime.datetime(2024, 8, 2, 12, 15, 58)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL25',\n",
       " (datetime.datetime(2024, 8, 2, 12, 24, 1),\n",
       "  datetime.datetime(2024, 8, 2, 12, 24, 10)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL33',\n",
       " (datetime.datetime(2024, 8, 2, 12, 23, 18),\n",
       "  datetime.datetime(2024, 8, 2, 12, 23, 28)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL32',\n",
       " (datetime.datetime(2024, 8, 2, 12, 15, 1),\n",
       "  datetime.datetime(2024, 8, 2, 12, 15, 9)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL24',\n",
       " (datetime.datetime(2024, 8, 2, 12, 18, 30),\n",
       "  datetime.datetime(2024, 8, 2, 12, 20, 57)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL28',\n",
       " (datetime.datetime(2024, 8, 2, 12, 4, 47),\n",
       "  datetime.datetime(2024, 8, 2, 12, 5, 5)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL18',\n",
       " (datetime.datetime(2024, 8, 2, 12, 24, 54),\n",
       "  datetime.datetime(2024, 8, 2, 12, 25, 3)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL34',\n",
       " (datetime.datetime(2024, 8, 2, 11, 58, 54),\n",
       "  datetime.datetime(2024, 8, 2, 11, 58, 59)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL12',\n",
       " (datetime.datetime(2024, 8, 2, 12, 17, 41),\n",
       "  datetime.datetime(2024, 8, 2, 12, 17, 51)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL27',\n",
       " (datetime.datetime(2024, 8, 2, 11, 55, 58),\n",
       "  datetime.datetime(2024, 8, 2, 11, 58, 17)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL11',\n",
       " (datetime.datetime(2024, 8, 2, 12, 1, 28),\n",
       "  datetime.datetime(2024, 8, 2, 12, 1, 38)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL15',\n",
       " (datetime.datetime(2024, 8, 2, 9, 44, 59),\n",
       "  datetime.datetime(2024, 8, 2, 11, 42, 23)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL1',\n",
       " (datetime.datetime(2024, 8, 2, 12, 0, 41),\n",
       "  datetime.datetime(2024, 8, 2, 12, 0, 51)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL14',\n",
       " (datetime.datetime(2024, 8, 2, 12, 26, 31),\n",
       "  datetime.datetime(2024, 8, 2, 12, 26, 36)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL36',\n",
       " (datetime.datetime(2024, 8, 2, 12, 21, 44),\n",
       "  datetime.datetime(2024, 8, 2, 12, 21, 49)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL30',\n",
       " (datetime.datetime(2024, 8, 2, 12, 25, 41),\n",
       "  datetime.datetime(2024, 8, 2, 12, 25, 47)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL35',\n",
       " (datetime.datetime(2024, 8, 2, 11, 48, 27),\n",
       "  datetime.datetime(2024, 8, 2, 11, 49, 5)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL7',\n",
       " (datetime.datetime(2024, 8, 2, 11, 59, 44),\n",
       "  datetime.datetime(2024, 8, 2, 11, 59, 56)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL13',\n",
       " (datetime.datetime(2024, 8, 2, 12, 14, 19),\n",
       "  datetime.datetime(2024, 8, 2, 12, 14, 28)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL23',\n",
       " (datetime.datetime(2024, 8, 2, 11, 43, 20),\n",
       "  datetime.datetime(2024, 8, 2, 11, 43, 34)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL2',\n",
       " (datetime.datetime(2024, 8, 2, 11, 46, 32),\n",
       "  datetime.datetime(2024, 8, 2, 11, 46, 41)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL5',\n",
       " (datetime.datetime(2024, 8, 2, 12, 16, 36),\n",
       "  datetime.datetime(2024, 8, 2, 12, 16, 45)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL26',\n",
       " (datetime.datetime(2024, 8, 2, 12, 12, 41),\n",
       "  datetime.datetime(2024, 8, 2, 12, 12, 47)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL21',\n",
       " (datetime.datetime(2024, 8, 2, 12, 3, 25),\n",
       "  datetime.datetime(2024, 8, 2, 12, 3, 33)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL17',\n",
       " (datetime.datetime(2024, 8, 2, 12, 2, 23),\n",
       "  datetime.datetime(2024, 8, 2, 12, 2, 32)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL16',\n",
       " (datetime.datetime(2024, 8, 2, 12, 22, 35),\n",
       "  datetime.datetime(2024, 8, 2, 12, 22, 43)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL31',\n",
       " (datetime.datetime(2024, 8, 2, 12, 19, 50),\n",
       "  datetime.datetime(2024, 8, 2, 12, 19, 57)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL29',\n",
       " (datetime.datetime(2024, 8, 2, 11, 45, 35),\n",
       "  datetime.datetime(2024, 8, 2, 11, 45, 45)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL4',\n",
       " (datetime.datetime(2024, 8, 2, 11, 51, 56),\n",
       "  datetime.datetime(2024, 8, 2, 11, 52, 2)): 'data/camera_data/Blaines wife/FALLS IR/BWIRFALL8',\n",
       " (datetime.datetime(2024, 8, 2, 13, 2, 35),\n",
       "  datetime.datetime(2024, 8, 2, 13, 2, 43)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL22',\n",
       " (datetime.datetime(2024, 8, 2, 12, 52, 40),\n",
       "  datetime.datetime(2024, 8, 2, 12, 52, 51)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL18',\n",
       " (datetime.datetime(2024, 8, 2, 12, 36, 3),\n",
       "  datetime.datetime(2024, 8, 2, 12, 36, 15)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL3',\n",
       " (datetime.datetime(2024, 8, 2, 12, 46, 31),\n",
       "  datetime.datetime(2024, 8, 2, 12, 46, 39)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL12',\n",
       " (datetime.datetime(2024, 8, 2, 13, 35, 52),\n",
       "  datetime.datetime(2024, 8, 2, 13, 35, 58)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL53',\n",
       " (datetime.datetime(2024, 8, 2, 13, 7, 52),\n",
       "  datetime.datetime(2024, 8, 2, 13, 8, 1)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL27',\n",
       " (datetime.datetime(2024, 8, 2, 13, 29, 32),\n",
       "  datetime.datetime(2024, 8, 2, 13, 29, 40)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL46',\n",
       " (datetime.datetime(2024, 8, 2, 13, 13, 11),\n",
       "  datetime.datetime(2024, 8, 2, 13, 13, 24)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL32',\n",
       " (datetime.datetime(2024, 8, 2, 12, 47, 20),\n",
       "  datetime.datetime(2024, 8, 2, 12, 47, 36)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL13',\n",
       " (datetime.datetime(2024, 8, 2, 13, 22, 1),\n",
       "  datetime.datetime(2024, 8, 2, 13, 22, 37)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL40',\n",
       " (datetime.datetime(2024, 8, 2, 13, 5, 2),\n",
       "  datetime.datetime(2024, 8, 2, 13, 5, 46)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL25',\n",
       " (datetime.datetime(2024, 8, 2, 13, 17, 11),\n",
       "  datetime.datetime(2024, 8, 2, 13, 17, 17)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL36',\n",
       " (datetime.datetime(2024, 8, 2, 13, 6, 46),\n",
       "  datetime.datetime(2024, 8, 2, 13, 7, 3)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL26',\n",
       " (datetime.datetime(2024, 8, 2, 13, 27, 57),\n",
       "  datetime.datetime(2024, 8, 2, 13, 28, 3)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL44',\n",
       " (datetime.datetime(2024, 8, 2, 13, 4, 7),\n",
       "  datetime.datetime(2024, 8, 2, 13, 4, 14)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL24',\n",
       " (datetime.datetime(2024, 8, 2, 13, 36, 44),\n",
       "  datetime.datetime(2024, 8, 2, 13, 36, 52)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL54',\n",
       " (datetime.datetime(2024, 8, 2, 12, 55, 3),\n",
       "  datetime.datetime(2024, 8, 2, 12, 55, 12)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL21',\n",
       " (datetime.datetime(2024, 8, 2, 12, 49, 5),\n",
       "  datetime.datetime(2024, 8, 2, 12, 49, 21)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL15',\n",
       " (datetime.datetime(2024, 8, 2, 13, 3, 21),\n",
       "  datetime.datetime(2024, 8, 2, 13, 3, 28)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL23',\n",
       " (datetime.datetime(2024, 8, 2, 13, 24, 33),\n",
       "  datetime.datetime(2024, 8, 2, 13, 24, 44)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL42',\n",
       " (datetime.datetime(2024, 8, 2, 13, 38, 56),\n",
       "  datetime.datetime(2024, 8, 2, 13, 39, 18)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL56',\n",
       " (datetime.datetime(2024, 8, 2, 12, 48, 17),\n",
       "  datetime.datetime(2024, 8, 2, 12, 48, 30)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL14',\n",
       " (datetime.datetime(2024, 8, 2, 13, 14, 7),\n",
       "  datetime.datetime(2024, 8, 2, 13, 14, 12)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL33',\n",
       " (datetime.datetime(2024, 8, 2, 13, 33),\n",
       "  datetime.datetime(2024, 8, 2, 13, 33, 9)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL50',\n",
       " (datetime.datetime(2024, 8, 2, 13, 41, 32),\n",
       "  datetime.datetime(2024, 8, 2, 13, 41, 39)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL58',\n",
       " (datetime.datetime(2024, 8, 2, 12, 50, 50),\n",
       "  datetime.datetime(2024, 8, 2, 12, 51, 8)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL17',\n",
       " (datetime.datetime(2024, 8, 2, 13, 45, 59),\n",
       "  datetime.datetime(2024, 8, 2, 13, 46, 17)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL72',\n",
       " (datetime.datetime(2024, 8, 2, 12, 42, 31),\n",
       "  datetime.datetime(2024, 8, 2, 12, 42, 40)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL9',\n",
       " (datetime.datetime(2024, 8, 2, 13, 37, 42),\n",
       "  datetime.datetime(2024, 8, 2, 13, 37, 46)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL55',\n",
       " (datetime.datetime(2024, 8, 2, 12, 34, 57),\n",
       "  datetime.datetime(2024, 8, 2, 12, 35, 20)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL2',\n",
       " (datetime.datetime(2024, 8, 2, 13, 28, 48),\n",
       "  datetime.datetime(2024, 8, 2, 13, 28, 54)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL45',\n",
       " (datetime.datetime(2024, 8, 2, 12, 39, 2),\n",
       "  datetime.datetime(2024, 8, 2, 12, 39, 12)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL6',\n",
       " (datetime.datetime(2024, 8, 2, 13, 44, 52),\n",
       "  datetime.datetime(2024, 8, 2, 13, 45, 17)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL71',\n",
       " (datetime.datetime(2024, 8, 2, 13, 9, 15),\n",
       "  datetime.datetime(2024, 8, 2, 13, 9, 43)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL28',\n",
       " (datetime.datetime(2024, 8, 2, 12, 45, 36),\n",
       "  datetime.datetime(2024, 8, 2, 12, 45, 50)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL11',\n",
       " (datetime.datetime(2024, 8, 2, 13, 26, 6),\n",
       "  datetime.datetime(2024, 8, 2, 13, 26, 16)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL43',\n",
       " (datetime.datetime(2024, 8, 2, 12, 39, 53),\n",
       "  datetime.datetime(2024, 8, 2, 12, 40, 17)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL7',\n",
       " (datetime.datetime(2024, 8, 2, 13, 32, 8),\n",
       "  datetime.datetime(2024, 8, 2, 13, 32, 16)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL49',\n",
       " (datetime.datetime(2024, 8, 2, 12, 41, 35),\n",
       "  datetime.datetime(2024, 8, 2, 12, 41, 53)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL8',\n",
       " (datetime.datetime(2024, 8, 2, 13, 31, 12),\n",
       "  datetime.datetime(2024, 8, 2, 13, 31, 18)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL48',\n",
       " (datetime.datetime(2024, 8, 2, 13, 47, 7),\n",
       "  datetime.datetime(2024, 8, 2, 13, 47, 40)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL73',\n",
       " (datetime.datetime(2024, 8, 2, 13, 18, 50),\n",
       "  datetime.datetime(2024, 8, 2, 13, 19, 16)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL37',\n",
       " (datetime.datetime(2024, 8, 2, 13, 33, 55),\n",
       "  datetime.datetime(2024, 8, 2, 13, 33, 59)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL51',\n",
       " (datetime.datetime(2024, 8, 2, 13, 19, 58),\n",
       "  datetime.datetime(2024, 8, 2, 13, 20, 14)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL38',\n",
       " (datetime.datetime(2024, 8, 2, 13, 10, 22),\n",
       "  datetime.datetime(2024, 8, 2, 13, 10, 35)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL29',\n",
       " (datetime.datetime(2024, 8, 2, 12, 38, 3),\n",
       "  datetime.datetime(2024, 8, 2, 12, 38, 20)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL5',\n",
       " (datetime.datetime(2024, 8, 2, 12, 36, 47),\n",
       "  datetime.datetime(2024, 8, 2, 12, 37, 21)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL4',\n",
       " (datetime.datetime(2024, 8, 2, 13, 14, 56),\n",
       "  datetime.datetime(2024, 8, 2, 13, 15, 22)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL34',\n",
       " (datetime.datetime(2024, 8, 2, 13, 30, 18),\n",
       "  datetime.datetime(2024, 8, 2, 13, 30, 24)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL47',\n",
       " (datetime.datetime(2024, 8, 2, 13, 43, 49),\n",
       "  datetime.datetime(2024, 8, 2, 13, 44, 12)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL70',\n",
       " (datetime.datetime(2024, 8, 2, 13, 23, 27),\n",
       "  datetime.datetime(2024, 8, 2, 13, 23, 46)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL41',\n",
       " (datetime.datetime(2024, 8, 2, 12, 53, 32),\n",
       "  datetime.datetime(2024, 8, 2, 12, 53, 43)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL19',\n",
       " (datetime.datetime(2024, 8, 2, 13, 42, 23),\n",
       "  datetime.datetime(2024, 8, 2, 13, 42, 34)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL59',\n",
       " (datetime.datetime(2024, 8, 2, 12, 54, 19),\n",
       "  datetime.datetime(2024, 8, 2, 12, 54, 27)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL20',\n",
       " (datetime.datetime(2024, 8, 2, 13, 11, 15),\n",
       "  datetime.datetime(2024, 8, 2, 13, 11, 21)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL30',\n",
       " (datetime.datetime(2024, 8, 2, 13, 35, 6),\n",
       "  datetime.datetime(2024, 8, 2, 13, 35, 12)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL52',\n",
       " (datetime.datetime(2024, 8, 2, 12, 50, 2),\n",
       "  datetime.datetime(2024, 8, 2, 12, 50, 13)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL16',\n",
       " (datetime.datetime(2024, 8, 2, 12, 44, 38),\n",
       "  datetime.datetime(2024, 8, 2, 12, 45, 1)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL10',\n",
       " (datetime.datetime(2024, 8, 2, 13, 16, 13),\n",
       "  datetime.datetime(2024, 8, 2, 13, 16, 28)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL35',\n",
       " (datetime.datetime(2024, 8, 2, 12, 30, 11),\n",
       "  datetime.datetime(2024, 8, 2, 12, 30, 49)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL1',\n",
       " (datetime.datetime(2024, 8, 2, 13, 40, 15),\n",
       "  datetime.datetime(2024, 8, 2, 13, 40, 37)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL57',\n",
       " (datetime.datetime(2024, 8, 2, 13, 20, 59),\n",
       "  datetime.datetime(2024, 8, 2, 13, 21, 8)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL39',\n",
       " (datetime.datetime(2024, 8, 2, 13, 11, 59),\n",
       "  datetime.datetime(2024, 8, 2, 13, 12, 24)): 'data/camera_data/Blaines wife/ADL IR/BWADLIRRFALL31',\n",
       " (datetime.datetime(2024, 7, 29, 10, 50, 40),\n",
       "  datetime.datetime(2024, 7, 29, 10, 50, 46)): 'data/camera_data/Lyne/Falls IR/LIRAFALL36',\n",
       " (datetime.datetime(2024, 7, 29, 10, 36, 34),\n",
       "  datetime.datetime(2024, 7, 29, 10, 37, 6)): 'data/camera_data/Lyne/Falls IR/LIRAFALL26',\n",
       " (datetime.datetime(2024, 7, 29, 10, 28, 9),\n",
       "  datetime.datetime(2024, 7, 29, 10, 28, 15)): 'data/camera_data/Lyne/Falls IR/LIRAFALL20',\n",
       " (datetime.datetime(2024, 7, 29, 10, 42, 6),\n",
       "  datetime.datetime(2024, 7, 29, 10, 42, 11)): 'data/camera_data/Lyne/Falls IR/LIRAFALL31',\n",
       " (datetime.datetime(2024, 7, 29, 10, 47, 18),\n",
       "  datetime.datetime(2024, 7, 29, 10, 47, 24)): 'data/camera_data/Lyne/Falls IR/LIRAFALL32',\n",
       " (datetime.datetime(2024, 7, 29, 10, 24, 44),\n",
       "  datetime.datetime(2024, 7, 29, 10, 24, 51)): 'data/camera_data/Lyne/Falls IR/LIRAFALL16',\n",
       " (datetime.datetime(2024, 7, 29, 10, 11, 16),\n",
       "  datetime.datetime(2024, 7, 29, 10, 11, 31)): 'data/camera_data/Lyne/Falls IR/LIRAFALL3',\n",
       " (datetime.datetime(2024, 7, 29, 10, 49, 47),\n",
       "  datetime.datetime(2024, 7, 29, 10, 49, 57)): 'data/camera_data/Lyne/Falls IR/LIRAFALL35',\n",
       " (datetime.datetime(2024, 7, 29, 10, 33, 21),\n",
       "  datetime.datetime(2024, 7, 29, 10, 33, 30)): 'data/camera_data/Lyne/Falls IR/LIRAFALL24',\n",
       " (datetime.datetime(2024, 7, 29, 10, 41, 20),\n",
       "  datetime.datetime(2024, 7, 29, 10, 41, 30)): 'data/camera_data/Lyne/Falls IR/LIRAFALL30',\n",
       " (datetime.datetime(2024, 7, 29, 10, 27, 20),\n",
       "  datetime.datetime(2024, 7, 29, 10, 27, 30)): 'data/camera_data/Lyne/Falls IR/LIRAFALL19',\n",
       " (datetime.datetime(2024, 7, 29, 10, 31, 8),\n",
       "  datetime.datetime(2024, 7, 29, 10, 31, 26)): 'data/camera_data/Lyne/Falls IR/LIRAFALL22',\n",
       " (datetime.datetime(2024, 7, 29, 10, 7, 11),\n",
       "  datetime.datetime(2024, 7, 29, 10, 7, 18)): 'data/camera_data/Lyne/Falls IR/LIRAFALL1',\n",
       " (datetime.datetime(2024, 7, 29, 10, 37, 41),\n",
       "  datetime.datetime(2024, 7, 29, 10, 37, 51)): 'data/camera_data/Lyne/Falls IR/LIRAFALL27',\n",
       " (datetime.datetime(2024, 7, 29, 10, 23, 54),\n",
       "  datetime.datetime(2024, 7, 29, 10, 24, 4)): 'data/camera_data/Lyne/Falls IR/LIRAFALL15',\n",
       " (datetime.datetime(2024, 7, 29, 10, 49, 2),\n",
       "  datetime.datetime(2024, 7, 29, 10, 49, 13)): 'data/camera_data/Lyne/Falls IR/LIRAFALL34',\n",
       " (datetime.datetime(2024, 7, 29, 10, 9, 36),\n",
       "  datetime.datetime(2024, 7, 29, 10, 9, 42)): 'data/camera_data/Lyne/Falls IR/LIRAFALL6',\n",
       " (datetime.datetime(2024, 7, 29, 10, 19, 15),\n",
       "  datetime.datetime(2024, 7, 29, 10, 19, 23)): 'data/camera_data/Lyne/Falls IR/LIRAFALL10',\n",
       " (datetime.datetime(2024, 7, 29, 10, 22, 58),\n",
       "  datetime.datetime(2024, 7, 29, 10, 23, 7)): 'data/camera_data/Lyne/Falls IR/LIRAFALL14',\n",
       " (datetime.datetime(2024, 7, 29, 10, 12, 54),\n",
       "  datetime.datetime(2024, 7, 29, 10, 13, 15)): 'data/camera_data/Lyne/Falls IR/LIRAFALL5',\n",
       " (datetime.datetime(2024, 7, 29, 10, 21, 2),\n",
       "  datetime.datetime(2024, 7, 29, 10, 21, 30)): 'data/camera_data/Lyne/Falls IR/LIRAFALL12',\n",
       " (datetime.datetime(2024, 7, 29, 10, 22, 2),\n",
       "  datetime.datetime(2024, 7, 29, 10, 22, 12)): 'data/camera_data/Lyne/Falls IR/LIRAFALL13',\n",
       " (datetime.datetime(2024, 7, 29, 10, 18, 25),\n",
       "  datetime.datetime(2024, 7, 29, 10, 18, 38)): 'data/camera_data/Lyne/Falls IR/LIRAFALL9',\n",
       " (datetime.datetime(2024, 7, 29, 10, 25, 39),\n",
       "  datetime.datetime(2024, 7, 29, 10, 25, 49)): 'data/camera_data/Lyne/Falls IR/LIRAFALL17',\n",
       " (datetime.datetime(2024, 7, 29, 10, 15, 52),\n",
       "  datetime.datetime(2024, 7, 29, 10, 16)): 'data/camera_data/Lyne/Falls IR/LIRAFALL4',\n",
       " (datetime.datetime(2024, 7, 29, 10, 28, 54),\n",
       "  datetime.datetime(2024, 7, 29, 10, 29, 4)): 'data/camera_data/Lyne/Falls IR/LIRAFALL21',\n",
       " (datetime.datetime(2024, 7, 29, 10, 32, 28),\n",
       "  datetime.datetime(2024, 7, 29, 10, 32, 38)): 'data/camera_data/Lyne/Falls IR/LIRAFALL23',\n",
       " (datetime.datetime(2024, 7, 29, 10, 16, 39),\n",
       "  datetime.datetime(2024, 7, 29, 10, 16, 42)): 'data/camera_data/Lyne/Falls IR/LIRAFALL7',\n",
       " (datetime.datetime(2024, 7, 29, 10, 8, 9),\n",
       "  datetime.datetime(2024, 7, 29, 10, 8, 20)): 'data/camera_data/Lyne/Falls IR/LIRAFALL2',\n",
       " (datetime.datetime(2024, 7, 29, 10, 20, 10),\n",
       "  datetime.datetime(2024, 7, 29, 10, 20, 22)): 'data/camera_data/Lyne/Falls IR/LIRAFALL11',\n",
       " (datetime.datetime(2024, 7, 29, 10, 38, 26),\n",
       "  datetime.datetime(2024, 7, 29, 10, 38, 33)): 'data/camera_data/Lyne/Falls IR/LIRAFALL28',\n",
       " (datetime.datetime(2024, 7, 29, 10, 17, 21),\n",
       "  datetime.datetime(2024, 7, 29, 10, 17, 32)): 'data/camera_data/Lyne/Falls IR/LIRAFALL8',\n",
       " (datetime.datetime(2024, 7, 29, 10, 26, 32),\n",
       "  datetime.datetime(2024, 7, 29, 10, 26, 41)): 'data/camera_data/Lyne/Falls IR/LIRAFALL18',\n",
       " (datetime.datetime(2024, 7, 29, 10, 48, 8),\n",
       "  datetime.datetime(2024, 7, 29, 10, 48, 14)): 'data/camera_data/Lyne/Falls IR/LIRAFALL33',\n",
       " (datetime.datetime(2024, 7, 29, 10, 40, 41),\n",
       "  datetime.datetime(2024, 7, 29, 10, 40, 47)): 'data/camera_data/Lyne/Falls IR/LIRAFALL29',\n",
       " (datetime.datetime(2024, 7, 29, 10, 34, 11),\n",
       "  datetime.datetime(2024, 7, 29, 10, 34, 16)): 'data/camera_data/Lyne/Falls IR/LIRAFALL25',\n",
       " (datetime.datetime(2024, 7, 29, 11, 9, 45),\n",
       "  datetime.datetime(2024, 7, 29, 11, 10, 1)): 'data/camera_data/Lyne/ADL IR/LIRADL4',\n",
       " (datetime.datetime(2024, 7, 29, 11, 49, 27),\n",
       "  datetime.datetime(2024, 7, 29, 11, 49, 37)): 'data/camera_data/Lyne/ADL IR/LIRADL36',\n",
       " (datetime.datetime(2024, 7, 29, 12, 14, 11),\n",
       "  datetime.datetime(2024, 7, 29, 12, 14, 34)): 'data/camera_data/Lyne/ADL IR/LIRADL57',\n",
       " (datetime.datetime(2024, 7, 29, 12, 2, 10),\n",
       "  datetime.datetime(2024, 7, 29, 12, 2, 16)): 'data/camera_data/Lyne/ADL IR/LIRADL47',\n",
       " (datetime.datetime(2024, 7, 29, 11, 13, 16),\n",
       "  datetime.datetime(2024, 7, 29, 11, 13, 29)): 'data/camera_data/Lyne/ADL IR/LIRADL7',\n",
       " (datetime.datetime(2024, 7, 29, 12, 27, 15),\n",
       "  datetime.datetime(2024, 7, 29, 12, 27, 30)): 'data/camera_data/Lyne/ADL IR/LIRADL71',\n",
       " (datetime.datetime(2024, 7, 29, 12, 8, 7),\n",
       "  datetime.datetime(2024, 7, 29, 12, 8, 21)): 'data/camera_data/Lyne/ADL IR/LIRADL52',\n",
       " (datetime.datetime(2024, 7, 29, 11, 40, 4),\n",
       "  datetime.datetime(2024, 7, 29, 11, 40, 18)): 'data/camera_data/Lyne/ADL IR/LIRADL30',\n",
       " (datetime.datetime(2024, 7, 29, 11, 33, 35),\n",
       "  datetime.datetime(2024, 7, 29, 11, 33, 47)): 'data/camera_data/Lyne/ADL IR/LIRADL23',\n",
       " (datetime.datetime(2024, 7, 29, 11, 32, 36),\n",
       "  datetime.datetime(2024, 7, 29, 11, 32, 46)): 'data/camera_data/Lyne/ADL IR/LIRADL22',\n",
       " (datetime.datetime(2024, 7, 29, 11, 24, 9),\n",
       "  datetime.datetime(2024, 7, 29, 11, 24, 25)): 'data/camera_data/Lyne/ADL IR/LIRADL13',\n",
       " (datetime.datetime(2024, 7, 29, 12, 11, 21),\n",
       "  datetime.datetime(2024, 7, 29, 12, 11, 27)): 'data/camera_data/Lyne/ADL IR/LIRADL55',\n",
       " (datetime.datetime(2024, 7, 29, 11, 54, 39),\n",
       "  datetime.datetime(2024, 7, 29, 11, 55)): 'data/camera_data/Lyne/ADL IR/LIRADL41',\n",
       " (datetime.datetime(2024, 7, 29, 12, 3, 43),\n",
       "  datetime.datetime(2024, 7, 29, 12, 3, 57)): 'data/camera_data/Lyne/ADL IR/LIRADL48',\n",
       " (datetime.datetime(2024, 7, 29, 11, 14, 19),\n",
       "  datetime.datetime(2024, 7, 29, 11, 14, 30)): 'data/camera_data/Lyne/ADL IR/LIRADL8',\n",
       " (datetime.datetime(2024, 7, 29, 11, 44, 23),\n",
       "  datetime.datetime(2024, 7, 29, 11, 44, 35)): 'data/camera_data/Lyne/ADL IR/LIRADL31',\n",
       " (datetime.datetime(2024, 7, 29, 12, 12, 26),\n",
       "  datetime.datetime(2024, 7, 29, 12, 12, 56)): 'data/camera_data/Lyne/ADL IR/LIRADL56',\n",
       " (datetime.datetime(2024, 7, 29, 11, 50, 27),\n",
       "  datetime.datetime(2024, 7, 29, 11, 50, 41)): 'data/camera_data/Lyne/ADL IR/LIRADL37',\n",
       " (datetime.datetime(2024, 7, 29, 11, 21, 35),\n",
       "  datetime.datetime(2024, 7, 29, 11, 21, 50)): 'data/camera_data/Lyne/ADL IR/LIRADL10',\n",
       " (datetime.datetime(2024, 7, 29, 11, 28, 51),\n",
       "  datetime.datetime(2024, 7, 29, 11, 28, 59)): 'data/camera_data/Lyne/ADL IR/LIRADL18',\n",
       " (datetime.datetime(2024, 7, 29, 11, 45, 59),\n",
       "  datetime.datetime(2024, 7, 29, 11, 46, 9)): 'data/camera_data/Lyne/ADL IR/LIRADL33',\n",
       " (datetime.datetime(2024, 7, 29, 11, 39, 8),\n",
       "  datetime.datetime(2024, 7, 29, 11, 39, 20)): 'data/camera_data/Lyne/ADL IR/LIRADL29',\n",
       " (datetime.datetime(2024, 7, 29, 11, 23, 2),\n",
       "  datetime.datetime(2024, 7, 29, 11, 23, 13)): 'data/camera_data/Lyne/ADL IR/LIRADL12',\n",
       " (datetime.datetime(2024, 7, 29, 11, 17, 33),\n",
       "  datetime.datetime(2024, 7, 29, 11, 17, 38)): 'data/camera_data/Lyne/ADL IR/LIRADL9',\n",
       " (datetime.datetime(2024, 7, 29, 11, 38, 13),\n",
       "  datetime.datetime(2024, 7, 29, 11, 38, 29)): 'data/camera_data/Lyne/ADL IR/LIRADL28',\n",
       " (datetime.datetime(2024, 7, 29, 11, 59, 20),\n",
       "  datetime.datetime(2024, 7, 29, 11, 59, 31)): 'data/camera_data/Lyne/ADL IR/LIRADL44',\n",
       " (datetime.datetime(2024, 7, 29, 11, 6, 56),\n",
       "  datetime.datetime(2024, 7, 29, 11, 7, 13)): 'data/camera_data/Lyne/ADL IR/LIRADL2',\n",
       " (datetime.datetime(2024, 7, 29, 11, 22, 20),\n",
       "  datetime.datetime(2024, 7, 29, 11, 22, 31)): 'data/camera_data/Lyne/ADL IR/LIRADL11',\n",
       " (datetime.datetime(2024, 7, 29, 12, 17, 20),\n",
       "  datetime.datetime(2024, 7, 29, 12, 17, 33)): 'data/camera_data/Lyne/ADL IR/LIRADL59',\n",
       " (datetime.datetime(2024, 7, 29, 11, 7, 45),\n",
       "  datetime.datetime(2024, 7, 29, 11, 7, 54)): 'data/camera_data/Lyne/ADL IR/LIRADL3',\n",
       " (datetime.datetime(2024, 7, 29, 12, 4, 46),\n",
       "  datetime.datetime(2024, 7, 29, 12, 4, 58)): 'data/camera_data/Lyne/ADL IR/LIRADL49',\n",
       " (datetime.datetime(2024, 7, 29, 11, 53, 29),\n",
       "  datetime.datetime(2024, 7, 29, 11, 53, 55)): 'data/camera_data/Lyne/ADL IR/LIRADL40',\n",
       " (datetime.datetime(2024, 7, 29, 12, 15, 17),\n",
       "  datetime.datetime(2024, 7, 29, 12, 15, 26)): 'data/camera_data/Lyne/ADL IR/LIRADL58',\n",
       " (datetime.datetime(2024, 7, 29, 11, 46, 47),\n",
       "  datetime.datetime(2024, 7, 29, 11, 47, 2)): 'data/camera_data/Lyne/ADL IR/LIRADL34',\n",
       " (datetime.datetime(2024, 7, 29, 11, 57, 44),\n",
       "  datetime.datetime(2024, 7, 29, 11, 58, 5)): 'data/camera_data/Lyne/ADL IR/LIRADL43',\n",
       " (datetime.datetime(2024, 7, 29, 12, 6, 53),\n",
       "  datetime.datetime(2024, 7, 29, 12, 7, 3)): 'data/camera_data/Lyne/ADL IR/LIRADL51',\n",
       " (datetime.datetime(2024, 7, 29, 12, 9, 2),\n",
       "  datetime.datetime(2024, 7, 29, 12, 9, 9)): 'data/camera_data/Lyne/ADL IR/LIRADL53',\n",
       " (datetime.datetime(2024, 7, 29, 11, 28, 5),\n",
       "  datetime.datetime(2024, 7, 29, 11, 28, 16)): 'data/camera_data/Lyne/ADL IR/LIRADL17',\n",
       " (datetime.datetime(2024, 7, 29, 12, 9, 46),\n",
       "  datetime.datetime(2024, 7, 29, 12, 9, 57)): 'data/camera_data/Lyne/ADL IR/LIRADL54',\n",
       " (datetime.datetime(2024, 7, 29, 11, 52, 11),\n",
       "  datetime.datetime(2024, 7, 29, 11, 52, 18)): 'data/camera_data/Lyne/ADL IR/LIRADL39',\n",
       " (datetime.datetime(2024, 7, 29, 11, 25, 24),\n",
       "  datetime.datetime(2024, 7, 29, 11, 25, 57)): 'data/camera_data/Lyne/ADL IR/LIRADL14',\n",
       " (datetime.datetime(2024, 7, 29, 11, 56, 55),\n",
       "  datetime.datetime(2024, 7, 29, 11, 57, 5)): 'data/camera_data/Lyne/ADL IR/LIRADL42',\n",
       " (datetime.datetime(2024, 7, 29, 12, 26, 6),\n",
       "  datetime.datetime(2024, 7, 29, 12, 26, 24)): 'data/camera_data/Lyne/ADL IR/LIRADL70',\n",
       " (datetime.datetime(2024, 7, 29, 11, 5, 36),\n",
       "  datetime.datetime(2024, 7, 29, 11, 5, 56)): 'data/camera_data/Lyne/ADL IR/LIRADL1',\n",
       " (datetime.datetime(2024, 7, 29, 12, 0, 9),\n",
       "  datetime.datetime(2024, 7, 29, 12, 0, 21)): 'data/camera_data/Lyne/ADL IR/LIRADL45',\n",
       " (datetime.datetime(2024, 7, 29, 12, 29, 17),\n",
       "  datetime.datetime(2024, 7, 29, 12, 29, 43)): 'data/camera_data/Lyne/ADL IR/LIRADL73',\n",
       " (datetime.datetime(2024, 7, 29, 11, 47, 42),\n",
       "  datetime.datetime(2024, 7, 29, 11, 47, 53)): 'data/camera_data/Lyne/ADL IR/LIRADL35',\n",
       " (datetime.datetime(2024, 7, 29, 11, 29, 47),\n",
       "  datetime.datetime(2024, 7, 29, 11, 30, 21)): 'data/camera_data/Lyne/ADL IR/LIRADL19',\n",
       " (datetime.datetime(2024, 7, 29, 11, 31, 22),\n",
       "  datetime.datetime(2024, 7, 29, 11, 31, 37)): 'data/camera_data/Lyne/ADL IR/LIRADL21',\n",
       " (datetime.datetime(2024, 7, 29, 11, 11, 20),\n",
       "  datetime.datetime(2024, 7, 29, 11, 11, 26)): 'data/camera_data/Lyne/ADL IR/LIRADL6',\n",
       " (datetime.datetime(2024, 7, 29, 11, 36, 28),\n",
       "  datetime.datetime(2024, 7, 29, 11, 36, 38)): 'data/camera_data/Lyne/ADL IR/LIRADL26',\n",
       " (datetime.datetime(2024, 7, 29, 11, 35, 12),\n",
       "  datetime.datetime(2024, 7, 29, 11, 35, 32)): 'data/camera_data/Lyne/ADL IR/LIRADL25',\n",
       " (datetime.datetime(2024, 7, 29, 11, 37, 24),\n",
       "  datetime.datetime(2024, 7, 29, 11, 37, 33)): 'data/camera_data/Lyne/ADL IR/LIRADL27',\n",
       " (datetime.datetime(2024, 7, 29, 12, 0, 54),\n",
       "  datetime.datetime(2024, 7, 29, 12, 1, 18)): 'data/camera_data/Lyne/ADL IR/LIRADL46',\n",
       " (datetime.datetime(2024, 7, 29, 12, 28, 16),\n",
       "  datetime.datetime(2024, 7, 29, 12, 28, 29)): 'data/camera_data/Lyne/ADL IR/LIRADL72',\n",
       " (datetime.datetime(2024, 7, 29, 11, 45, 12),\n",
       "  datetime.datetime(2024, 7, 29, 11, 45, 23)): 'data/camera_data/Lyne/ADL IR/LIRADL32',\n",
       " (datetime.datetime(2024, 7, 29, 11, 51, 21),\n",
       "  datetime.datetime(2024, 7, 29, 11, 51, 32)): 'data/camera_data/Lyne/ADL IR/LIRADL38',\n",
       " (datetime.datetime(2024, 7, 29, 11, 34, 23),\n",
       "  datetime.datetime(2024, 7, 29, 11, 34, 32)): 'data/camera_data/Lyne/ADL IR/LIRADL24',\n",
       " (datetime.datetime(2024, 7, 29, 11, 27, 18),\n",
       "  datetime.datetime(2024, 7, 29, 11, 27, 27)): 'data/camera_data/Lyne/ADL IR/LIRADL16',\n",
       " (datetime.datetime(2024, 7, 29, 11, 10, 35),\n",
       "  datetime.datetime(2024, 7, 29, 11, 10, 44)): 'data/camera_data/Lyne/ADL IR/LIRADL5',\n",
       " (datetime.datetime(2024, 7, 29, 11, 26, 31),\n",
       "  datetime.datetime(2024, 7, 29, 11, 26, 42)): 'data/camera_data/Lyne/ADL IR/LIRADL15',\n",
       " (datetime.datetime(2024, 7, 29, 11, 30, 27),\n",
       "  datetime.datetime(2024, 7, 29, 11, 30, 39)): 'data/camera_data/Lyne/ADL IR/LIRADL20',\n",
       " (datetime.datetime(2024, 7, 29, 12, 5, 39),\n",
       "  datetime.datetime(2024, 7, 29, 12, 5, 55)): 'data/camera_data/Lyne/ADL IR/LIRADL50',\n",
       " (datetime.datetime(2024, 7, 10, 14, 39, 42),\n",
       "  datetime.datetime(2024, 7, 10, 14, 39, 55)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR14',\n",
       " (datetime.datetime(2024, 7, 10, 14, 45, 28),\n",
       "  datetime.datetime(2024, 7, 10, 14, 45, 38)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR19',\n",
       " (datetime.datetime(2024, 7, 10, 14, 47),\n",
       "  datetime.datetime(2024, 7, 10, 14, 47, 9)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR21',\n",
       " (datetime.datetime(2024, 7, 10, 13, 33, 34),\n",
       "  datetime.datetime(2024, 7, 10, 13, 33, 54)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR83',\n",
       " (datetime.datetime(2024, 7, 10, 15, 24, 18),\n",
       "  datetime.datetime(2024, 7, 10, 15, 24, 45)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR56',\n",
       " (datetime.datetime(2024, 7, 10, 14, 48, 45),\n",
       "  datetime.datetime(2024, 7, 10, 14, 48, 54)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR23',\n",
       " (datetime.datetime(2024, 7, 10, 14, 24, 28),\n",
       "  datetime.datetime(2024, 7, 10, 14, 24, 47)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR01',\n",
       " (datetime.datetime(2024, 7, 10, 14, 51, 22),\n",
       "  datetime.datetime(2024, 7, 10, 14, 51, 34)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR26',\n",
       " (datetime.datetime(2024, 7, 10, 15, 30, 8),\n",
       "  datetime.datetime(2024, 7, 10, 15, 30, 38)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR70',\n",
       " (datetime.datetime(2024, 7, 10, 15, 16, 50),\n",
       "  datetime.datetime(2024, 7, 10, 15, 17, 4)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR50',\n",
       " (datetime.datetime(2024, 7, 10, 14, 46, 10),\n",
       "  datetime.datetime(2024, 7, 10, 14, 46, 24)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR20',\n",
       " (datetime.datetime(2024, 7, 10, 15, 26, 47),\n",
       "  datetime.datetime(2024, 7, 10, 15, 26, 58)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR58',\n",
       " (datetime.datetime(2024, 7, 10, 15, 28, 36),\n",
       "  datetime.datetime(2024, 7, 10, 15, 29, 24)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR69',\n",
       " (datetime.datetime(2024, 7, 10, 15, 3, 17),\n",
       "  datetime.datetime(2024, 7, 10, 15, 3, 35)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR40',\n",
       " (datetime.datetime(2024, 7, 10, 15, 20, 13),\n",
       "  datetime.datetime(2024, 7, 10, 15, 20, 24)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR53',\n",
       " (datetime.datetime(2024, 7, 10, 14, 50, 29),\n",
       "  datetime.datetime(2024, 7, 10, 14, 50, 46)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR25',\n",
       " (datetime.datetime(2024, 7, 10, 14, 29, 19),\n",
       "  datetime.datetime(2024, 7, 10, 14, 29, 35)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR05',\n",
       " (datetime.datetime(2024, 7, 10, 15, 36, 9),\n",
       "  datetime.datetime(2024, 7, 10, 15, 37, 19)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR74',\n",
       " (datetime.datetime(2024, 7, 10, 14, 43, 12),\n",
       "  datetime.datetime(2024, 7, 10, 14, 43, 23)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR16',\n",
       " (datetime.datetime(2024, 7, 10, 15, 9, 33),\n",
       "  datetime.datetime(2024, 7, 10, 15, 9, 45)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR45',\n",
       " (datetime.datetime(2024, 7, 10, 14, 26, 4),\n",
       "  datetime.datetime(2024, 7, 10, 14, 26, 15)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR03',\n",
       " (datetime.datetime(2024, 7, 10, 14, 30, 6),\n",
       "  datetime.datetime(2024, 7, 10, 14, 30, 44)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR06',\n",
       " (datetime.datetime(2024, 7, 10, 14, 27, 15),\n",
       "  datetime.datetime(2024, 7, 10, 14, 27, 27)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR04',\n",
       " (datetime.datetime(2024, 7, 10, 15, 4, 12),\n",
       "  datetime.datetime(2024, 7, 10, 15, 4, 26)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR41',\n",
       " (datetime.datetime(2024, 7, 10, 14, 43, 53),\n",
       "  datetime.datetime(2024, 7, 10, 14, 44, 13)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR17',\n",
       " (datetime.datetime(2024, 7, 10, 14, 59, 53),\n",
       "  datetime.datetime(2024, 7, 10, 15, 0, 2)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR36',\n",
       " (datetime.datetime(2024, 7, 10, 14, 57, 17),\n",
       "  datetime.datetime(2024, 7, 10, 14, 57, 25)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR33',\n",
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       " (datetime.datetime(2024, 7, 10, 15, 5, 40),\n",
       "  datetime.datetime(2024, 7, 10, 15, 5, 57)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR42',\n",
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       "  datetime.datetime(2024, 7, 10, 15, 26, 7)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR57',\n",
       " (datetime.datetime(2024, 7, 10, 14, 58, 3),\n",
       "  datetime.datetime(2024, 7, 10, 14, 58, 22)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR34',\n",
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       "  datetime.datetime(2024, 7, 10, 13, 31, 27)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR82',\n",
       " (datetime.datetime(2024, 7, 10, 14, 38, 5),\n",
       "  datetime.datetime(2024, 7, 10, 14, 38, 13)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR12',\n",
       " (datetime.datetime(2024, 7, 10, 15, 23, 17),\n",
       "  datetime.datetime(2024, 7, 10, 15, 23, 34)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR55',\n",
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       "  datetime.datetime(2024, 7, 10, 15, 17, 59)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR51',\n",
       " (datetime.datetime(2024, 7, 10, 15, 31, 32),\n",
       "  datetime.datetime(2024, 7, 10, 15, 31, 49)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR71',\n",
       " (datetime.datetime(2024, 7, 10, 14, 56, 22),\n",
       "  datetime.datetime(2024, 7, 10, 14, 56, 32)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR32',\n",
       " (datetime.datetime(2024, 7, 10, 14, 42, 27),\n",
       "  datetime.datetime(2024, 7, 10, 14, 42, 40)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR15',\n",
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       "  datetime.datetime(2024, 7, 10, 14, 47, 54)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR22',\n",
       " (datetime.datetime(2024, 7, 10, 14, 34, 25),\n",
       "  datetime.datetime(2024, 7, 10, 14, 34, 36)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR09',\n",
       " (datetime.datetime(2024, 7, 10, 15, 2, 9),\n",
       "  datetime.datetime(2024, 7, 10, 15, 2, 17)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR39',\n",
       " (datetime.datetime(2024, 7, 10, 15, 15, 19),\n",
       "  datetime.datetime(2024, 7, 10, 15, 15, 29)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR48',\n",
       " (datetime.datetime(2024, 7, 10, 15, 6, 49),\n",
       "  datetime.datetime(2024, 7, 10, 15, 7, 6)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR43',\n",
       " (datetime.datetime(2024, 7, 10, 15, 12, 48),\n",
       "  datetime.datetime(2024, 7, 10, 15, 13)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR46',\n",
       " (datetime.datetime(2024, 7, 10, 14, 53, 55),\n",
       "  datetime.datetime(2024, 7, 10, 14, 54, 8)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR29',\n",
       " (datetime.datetime(2024, 7, 10, 15, 0, 37),\n",
       "  datetime.datetime(2024, 7, 10, 15, 0, 49)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR37',\n",
       " (datetime.datetime(2024, 7, 10, 15, 21, 50),\n",
       "  datetime.datetime(2024, 7, 10, 15, 22, 2)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR54',\n",
       " (datetime.datetime(2024, 7, 10, 14, 59, 3),\n",
       "  datetime.datetime(2024, 7, 10, 14, 59, 14)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR35',\n",
       " (datetime.datetime(2024, 7, 10, 14, 55, 33),\n",
       "  datetime.datetime(2024, 7, 10, 14, 55, 45)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR31',\n",
       " (datetime.datetime(2024, 7, 10, 15, 19, 17),\n",
       "  datetime.datetime(2024, 7, 10, 15, 19, 27)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR52',\n",
       " (datetime.datetime(2024, 7, 10, 14, 44, 48),\n",
       "  datetime.datetime(2024, 7, 10, 14, 44, 56)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR18',\n",
       " (datetime.datetime(2024, 7, 10, 15, 33, 39),\n",
       "  datetime.datetime(2024, 7, 10, 15, 34, 3)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR73',\n",
       " (datetime.datetime(2024, 7, 10, 14, 25, 22),\n",
       "  datetime.datetime(2024, 7, 10, 14, 25, 35)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR02',\n",
       " (datetime.datetime(2024, 7, 10, 14, 49, 35),\n",
       "  datetime.datetime(2024, 7, 10, 14, 49, 45)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR24',\n",
       " (datetime.datetime(2024, 7, 10, 14, 32, 45),\n",
       "  datetime.datetime(2024, 7, 10, 14, 32, 57)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR08',\n",
       " (datetime.datetime(2024, 7, 10, 15, 13, 52),\n",
       "  datetime.datetime(2024, 7, 10, 15, 14, 1)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR47',\n",
       " (datetime.datetime(2024, 7, 10, 14, 53),\n",
       "  datetime.datetime(2024, 7, 10, 14, 53, 18)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR28',\n",
       " (datetime.datetime(2024, 7, 10, 14, 36, 38),\n",
       "  datetime.datetime(2024, 7, 10, 14, 36, 50)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR10',\n",
       " (datetime.datetime(2024, 7, 10, 15, 1, 22),\n",
       "  datetime.datetime(2024, 7, 10, 15, 1, 32)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR38',\n",
       " (datetime.datetime(2024, 7, 10, 14, 54, 43),\n",
       "  datetime.datetime(2024, 7, 10, 14, 54, 54)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR30',\n",
       " (datetime.datetime(2024, 7, 10, 15, 16, 5),\n",
       "  datetime.datetime(2024, 7, 10, 15, 16, 16)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR49',\n",
       " (datetime.datetime(2024, 7, 10, 15, 32, 39),\n",
       "  datetime.datetime(2024, 7, 10, 15, 32, 57)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR72',\n",
       " (datetime.datetime(2024, 7, 10, 14, 37, 24),\n",
       "  datetime.datetime(2024, 7, 10, 14, 37, 34)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR11',\n",
       " (datetime.datetime(2024, 7, 10, 15, 42, 34),\n",
       "  datetime.datetime(2024, 7, 10, 15, 44, 3)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR75',\n",
       " (datetime.datetime(2024, 7, 10, 14, 39),\n",
       "  datetime.datetime(2024, 7, 10, 14, 39, 11)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR13',\n",
       " (datetime.datetime(2024, 7, 10, 14, 52, 13),\n",
       "  datetime.datetime(2024, 7, 10, 14, 52, 24)): 'data/camera_data/Clive/09_07 CADL Infrared/CADLIR27',\n",
       " (datetime.datetime(2024, 7, 10, 14, 4, 14),\n",
       "  datetime.datetime(2024, 7, 10, 14, 4, 22)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM32',\n",
       " (datetime.datetime(2024, 7, 10, 14, 5, 44),\n",
       "  datetime.datetime(2024, 7, 10, 14, 5, 55)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM34',\n",
       " (datetime.datetime(2024, 7, 10, 13, 54, 22),\n",
       "  datetime.datetime(2024, 7, 10, 13, 54, 30)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM24',\n",
       " (datetime.datetime(2024, 7, 10, 13, 40, 44),\n",
       "  datetime.datetime(2024, 7, 10, 13, 40, 53)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM07',\n",
       " (datetime.datetime(2024, 7, 10, 13, 55, 15),\n",
       "  datetime.datetime(2024, 7, 10, 13, 55, 23)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM25',\n",
       " (datetime.datetime(2024, 7, 10, 14, 7, 26),\n",
       "  datetime.datetime(2024, 7, 10, 14, 7, 34)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM36',\n",
       " (datetime.datetime(2024, 7, 10, 13, 41, 40),\n",
       "  datetime.datetime(2024, 7, 10, 13, 42, 8)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM08',\n",
       " (datetime.datetime(2024, 7, 10, 13, 36, 43),\n",
       "  datetime.datetime(2024, 7, 10, 13, 36, 58)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM02',\n",
       " (datetime.datetime(2024, 7, 10, 13, 42, 20),\n",
       "  datetime.datetime(2024, 7, 10, 13, 42, 28)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM09',\n",
       " (datetime.datetime(2024, 7, 10, 13, 45, 29),\n",
       "  datetime.datetime(2024, 7, 10, 13, 45, 37)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM13',\n",
       " (datetime.datetime(2024, 7, 10, 14, 5, 2),\n",
       "  datetime.datetime(2024, 7, 10, 14, 5, 10)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM33',\n",
       " (datetime.datetime(2024, 7, 10, 13, 53, 40),\n",
       "  datetime.datetime(2024, 7, 10, 13, 53, 48)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM23',\n",
       " (datetime.datetime(2024, 7, 10, 13, 56, 44),\n",
       "  datetime.datetime(2024, 7, 10, 13, 56, 53)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM27',\n",
       " (datetime.datetime(2024, 7, 10, 14, 2, 41),\n",
       "  datetime.datetime(2024, 7, 10, 14, 2, 50)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM30',\n",
       " (datetime.datetime(2024, 7, 10, 13, 52, 53),\n",
       "  datetime.datetime(2024, 7, 10, 13, 53, 3)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM22',\n",
       " (datetime.datetime(2024, 7, 10, 13, 39, 17),\n",
       "  datetime.datetime(2024, 7, 10, 13, 39, 25)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM05',\n",
       " (datetime.datetime(2024, 7, 10, 13, 49, 50),\n",
       "  datetime.datetime(2024, 7, 10, 13, 49, 59)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM18',\n",
       " (datetime.datetime(2024, 7, 10, 13, 43, 4),\n",
       "  datetime.datetime(2024, 7, 10, 13, 43, 14)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM10',\n",
       " (datetime.datetime(2024, 7, 10, 13, 50, 37),\n",
       "  datetime.datetime(2024, 7, 10, 13, 50, 45)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM19',\n",
       " (datetime.datetime(2024, 7, 10, 13, 46, 19),\n",
       "  datetime.datetime(2024, 7, 10, 13, 46, 28)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM14',\n",
       " (datetime.datetime(2024, 7, 10, 14, 3, 25),\n",
       "  datetime.datetime(2024, 7, 10, 14, 3, 33)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM31',\n",
       " (datetime.datetime(2024, 7, 10, 14, 1, 40),\n",
       "  datetime.datetime(2024, 7, 10, 14, 1, 48)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM29',\n",
       " (datetime.datetime(2024, 7, 10, 13, 51, 21),\n",
       "  datetime.datetime(2024, 7, 10, 13, 51, 28)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM20',\n",
       " (datetime.datetime(2024, 7, 10, 13, 52, 6),\n",
       "  datetime.datetime(2024, 7, 10, 13, 52, 13)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM21',\n",
       " (datetime.datetime(2024, 7, 10, 13, 37, 45),\n",
       "  datetime.datetime(2024, 7, 10, 13, 37, 55)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM03',\n",
       " (datetime.datetime(2024, 7, 10, 13, 55, 58),\n",
       "  datetime.datetime(2024, 7, 10, 13, 56, 6)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM26',\n",
       " (datetime.datetime(2024, 7, 10, 13, 48, 22),\n",
       "  datetime.datetime(2024, 7, 10, 13, 48, 31)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM16',\n",
       " (datetime.datetime(2024, 7, 10, 13, 43, 53),\n",
       "  datetime.datetime(2024, 7, 10, 13, 44, 1)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM11',\n",
       " (datetime.datetime(2024, 7, 10, 14, 6, 38),\n",
       "  datetime.datetime(2024, 7, 10, 14, 6, 47)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM35',\n",
       " (datetime.datetime(2024, 7, 10, 13, 47, 15),\n",
       "  datetime.datetime(2024, 7, 10, 13, 47, 23)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM15',\n",
       " (datetime.datetime(2024, 7, 10, 13, 49, 4),\n",
       "  datetime.datetime(2024, 7, 10, 13, 49, 13)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM17',\n",
       " (datetime.datetime(2024, 7, 10, 13, 40, 1),\n",
       "  datetime.datetime(2024, 7, 10, 13, 40, 11)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM06',\n",
       " (datetime.datetime(2024, 7, 10, 13, 38, 31),\n",
       "  datetime.datetime(2024, 7, 10, 13, 38, 40)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM04',\n",
       " (datetime.datetime(2024, 7, 10, 13, 57, 33),\n",
       "  datetime.datetime(2024, 7, 10, 13, 57, 42)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM28',\n",
       " (datetime.datetime(2024, 7, 10, 13, 35, 53),\n",
       "  datetime.datetime(2024, 7, 10, 13, 36)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM01',\n",
       " (datetime.datetime(2024, 7, 10, 13, 44, 39),\n",
       "  datetime.datetime(2024, 7, 10, 13, 44, 47)): 'data/camera_data/Clive/09_07 CFalls Infrared/CFPM12',\n",
       " (datetime.datetime(2024, 7, 9, 11, 17, 2),\n",
       "  datetime.datetime(2024, 7, 9, 11, 17, 13)): 'data/camera_data/Pablo/Falls IR/PDRIRF29',\n",
       " (datetime.datetime(2024, 7, 9, 11, 17, 52),\n",
       "  datetime.datetime(2024, 7, 9, 11, 18, 3)): 'data/camera_data/Pablo/Falls IR/PDRIRF30',\n",
       " (datetime.datetime(2024, 7, 9, 10, 23, 8),\n",
       "  datetime.datetime(2024, 7, 9, 10, 23, 15)): 'data/camera_data/Pablo/Falls IR/PDRIRF01',\n",
       " (datetime.datetime(2024, 7, 9, 11, 11, 29),\n",
       "  datetime.datetime(2024, 7, 9, 11, 11, 35)): 'data/camera_data/Pablo/Falls IR/PDRIRF22',\n",
       " (datetime.datetime(2024, 7, 9, 11, 14),\n",
       "  datetime.datetime(2024, 7, 9, 11, 14, 11)): 'data/camera_data/Pablo/Falls IR/PDRIRF26',\n",
       " (datetime.datetime(2024, 7, 9, 10, 44, 52),\n",
       "  datetime.datetime(2024, 7, 9, 10, 45, 6)): 'data/camera_data/Pablo/Falls IR/PDRIRF03',\n",
       " (datetime.datetime(2024, 7, 9, 10, 37, 35),\n",
       "  datetime.datetime(2024, 7, 9, 10, 37, 47)): 'data/camera_data/Pablo/Falls IR/PDRIRF32',\n",
       " (datetime.datetime(2024, 7, 9, 10, 40, 28),\n",
       "  datetime.datetime(2024, 7, 9, 10, 40, 34)): 'data/camera_data/Pablo/Falls IR/PDRIRF35',\n",
       " (datetime.datetime(2024, 7, 9, 10, 47, 45),\n",
       "  datetime.datetime(2024, 7, 9, 10, 47, 51)): 'data/camera_data/Pablo/Falls IR/PDRIRF06',\n",
       " (datetime.datetime(2024, 7, 9, 10, 49, 49),\n",
       "  datetime.datetime(2024, 7, 9, 10, 49, 56)): 'data/camera_data/Pablo/Falls IR/PDRIRF08',\n",
       " (datetime.datetime(2024, 7, 9, 11, 16, 14),\n",
       "  datetime.datetime(2024, 7, 9, 11, 16, 26)): 'data/camera_data/Pablo/Falls IR/PDRIRF28',\n",
       " (datetime.datetime(2024, 7, 9, 11, 13, 11),\n",
       "  datetime.datetime(2024, 7, 9, 11, 13, 21)): 'data/camera_data/Pablo/Falls IR/PDRIRF25',\n",
       " (datetime.datetime(2024, 7, 9, 10, 41, 59),\n",
       "  datetime.datetime(2024, 7, 9, 10, 42, 10)): 'data/camera_data/Pablo/Falls IR/PDRIRF36',\n",
       " (datetime.datetime(2024, 7, 9, 10, 39, 30),\n",
       "  datetime.datetime(2024, 7, 9, 10, 39, 41)): 'data/camera_data/Pablo/Falls IR/PDRIRF34',\n",
       " (datetime.datetime(2024, 7, 9, 10, 53, 12),\n",
       "  datetime.datetime(2024, 7, 9, 10, 53, 18)): 'data/camera_data/Pablo/Falls IR/PDRIRF15',\n",
       " (datetime.datetime(2024, 7, 9, 10, 45, 53),\n",
       "  datetime.datetime(2024, 7, 9, 10, 46, 3)): 'data/camera_data/Pablo/Falls IR/PDRIRF04',\n",
       " (datetime.datetime(2024, 7, 9, 10, 48, 46),\n",
       "  datetime.datetime(2024, 7, 9, 10, 48, 52)): 'data/camera_data/Pablo/Falls IR/PDRIRF07',\n",
       " (datetime.datetime(2024, 7, 9, 11, 7, 6),\n",
       "  datetime.datetime(2024, 7, 9, 11, 7, 12)): 'data/camera_data/Pablo/Falls IR/PDRIRF14',\n",
       " (datetime.datetime(2024, 7, 9, 10, 30, 47),\n",
       "  datetime.datetime(2024, 7, 9, 10, 35, 58)): 'data/camera_data/Pablo/Falls IR/PDRIRF23',\n",
       " (datetime.datetime(2024, 7, 9, 10, 54, 5),\n",
       "  datetime.datetime(2024, 7, 9, 10, 54, 11)): 'data/camera_data/Pablo/Falls IR/PDRIRF16',\n",
       " (datetime.datetime(2024, 7, 9, 11, 10, 35),\n",
       "  datetime.datetime(2024, 7, 9, 11, 10, 45)): 'data/camera_data/Pablo/Falls IR/PDRIRF21',\n",
       " (datetime.datetime(2024, 7, 9, 11, 12, 17),\n",
       "  datetime.datetime(2024, 7, 9, 11, 12, 29)): 'data/camera_data/Pablo/Falls IR/PDRIRF24',\n",
       " (datetime.datetime(2024, 7, 9, 10, 29, 1),\n",
       "  datetime.datetime(2024, 7, 9, 10, 29, 7)): 'data/camera_data/Pablo/Falls IR/PDRIRF12',\n",
       " (datetime.datetime(2024, 7, 9, 10, 46, 51),\n",
       "  datetime.datetime(2024, 7, 9, 10, 47, 1)): 'data/camera_data/Pablo/Falls IR/PDRIRF05',\n",
       " (datetime.datetime(2024, 7, 9, 10, 38, 26),\n",
       "  datetime.datetime(2024, 7, 9, 10, 38, 37)): 'data/camera_data/Pablo/Falls IR/PDRIRF33',\n",
       " (datetime.datetime(2024, 7, 9, 11, 7, 58),\n",
       "  datetime.datetime(2024, 7, 9, 11, 8, 8)): 'data/camera_data/Pablo/Falls IR/PDRIRF18',\n",
       " (datetime.datetime(2024, 7, 9, 11, 9, 47),\n",
       "  datetime.datetime(2024, 7, 9, 11, 9, 52)): 'data/camera_data/Pablo/Falls IR/PDRIRF20',\n",
       " (datetime.datetime(2024, 7, 9, 10, 51, 46),\n",
       "  datetime.datetime(2024, 7, 9, 10, 51, 58)): 'data/camera_data/Pablo/Falls IR/PDRIRF10',\n",
       " (datetime.datetime(2024, 7, 9, 11, 6, 20),\n",
       "  datetime.datetime(2024, 7, 9, 11, 6, 30)): 'data/camera_data/Pablo/Falls IR/PDRIRF13',\n",
       " (datetime.datetime(2024, 7, 9, 10, 50, 49),\n",
       "  datetime.datetime(2024, 7, 9, 10, 50, 56)): 'data/camera_data/Pablo/Falls IR/PDRIRF09',\n",
       " (datetime.datetime(2024, 7, 9, 11, 15, 21),\n",
       "  datetime.datetime(2024, 7, 9, 11, 15, 32)): 'data/camera_data/Pablo/Falls IR/PDRIRF27',\n",
       " (datetime.datetime(2024, 7, 9, 10, 54, 50),\n",
       "  datetime.datetime(2024, 7, 9, 10, 55, 3)): 'data/camera_data/Pablo/Falls IR/PDRIRF17',\n",
       " (datetime.datetime(2024, 7, 9, 10, 43, 43),\n",
       "  datetime.datetime(2024, 7, 9, 10, 43, 54)): 'data/camera_data/Pablo/Falls IR/PDRIRF02',\n",
       " (datetime.datetime(2024, 7, 9, 11, 8, 55),\n",
       "  datetime.datetime(2024, 7, 9, 11, 9, 7)): 'data/camera_data/Pablo/Falls IR/PDRIRF19',\n",
       " (datetime.datetime(2024, 7, 9, 10, 31, 50),\n",
       "  datetime.datetime(2024, 7, 9, 10, 36, 51)): 'data/camera_data/Pablo/Falls IR/PDRIRF31',\n",
       " (datetime.datetime(2024, 7, 9, 11, 5, 36),\n",
       "  datetime.datetime(2024, 7, 9, 11, 5, 42)): 'data/camera_data/Pablo/Falls IR/PDRIRF11',\n",
       " (datetime.datetime(2024, 7, 9, 12, 31, 12),\n",
       "  datetime.datetime(2024, 7, 9, 12, 31, 22)): 'data/camera_data/Pablo/ADL IR/PDRIRADL46',\n",
       " (datetime.datetime(2024, 7, 9, 12, 17, 9),\n",
       "  datetime.datetime(2024, 7, 9, 12, 17, 18)): 'data/camera_data/Pablo/ADL IR/PDRIRADL35',\n",
       " (datetime.datetime(2024, 7, 9, 11, 38, 3),\n",
       "  datetime.datetime(2024, 7, 9, 11, 38, 19)): 'data/camera_data/Pablo/ADL IR/PDRIRADL08',\n",
       " (datetime.datetime(2024, 7, 9, 11, 41, 2),\n",
       "  datetime.datetime(2024, 7, 9, 11, 41, 20)): 'data/camera_data/Pablo/ADL IR/PDRIRADL10',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 44, 38)): 'data/camera_data/Pablo/ADL IR/PDRIRADL53',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 12, 17)): 'data/camera_data/Pablo/ADL IR/PDRIRADL34',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 11, 12)): 'data/camera_data/Pablo/ADL IR/PDRIRADL33',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 18, 8)): 'data/camera_data/Pablo/ADL IR/PDRIRADL36',\n",
       " (datetime.datetime(2024, 7, 9, 12, 20, 51),\n",
       "  datetime.datetime(2024, 7, 9, 12, 21, 1)): 'data/camera_data/Pablo/ADL IR/PDRIRADL39',\n",
       " (datetime.datetime(2024, 7, 9, 12, 52, 15),\n",
       "  datetime.datetime(2024, 7, 9, 12, 52, 25)): 'data/camera_data/Pablo/ADL IR/PDRIRADL58',\n",
       " (datetime.datetime(2024, 7, 9, 12, 40, 59),\n",
       "  datetime.datetime(2024, 7, 9, 12, 41, 18)): 'data/camera_data/Pablo/ADL IR/PDRIRADL50',\n",
       " (datetime.datetime(2024, 7, 9, 11, 56, 8),\n",
       "  datetime.datetime(2024, 7, 9, 11, 56, 17)): 'data/camera_data/Pablo/ADL IR/PDRIRADL21',\n",
       " (datetime.datetime(2024, 7, 9, 12, 46, 28),\n",
       "  datetime.datetime(2024, 7, 9, 12, 46, 44)): 'data/camera_data/Pablo/ADL IR/PDRIRADL55',\n",
       " (datetime.datetime(2024, 7, 9, 12, 2, 55),\n",
       "  datetime.datetime(2024, 7, 9, 12, 3, 4)): 'data/camera_data/Pablo/ADL IR/PDRIRADL26',\n",
       " (datetime.datetime(2024, 7, 9, 12, 29, 21),\n",
       "  datetime.datetime(2024, 7, 9, 12, 29, 33)): 'data/camera_data/Pablo/ADL IR/PDRIRADL44',\n",
       " (datetime.datetime(2024, 7, 9, 11, 59, 32),\n",
       "  datetime.datetime(2024, 7, 9, 11, 59, 42)): 'data/camera_data/Pablo/ADL IR/PDRIRADL23',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 5, 6)): 'data/camera_data/Pablo/ADL IR/PDRIRADL28',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 7, 54)): 'data/camera_data/Pablo/ADL IR/PDRIRADL30',\n",
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       "  datetime.datetime(2024, 7, 9, 11, 55, 26)): 'data/camera_data/Pablo/ADL IR/PDRIRADL20',\n",
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       "  datetime.datetime(2024, 7, 9, 11, 52, 17)): 'data/camera_data/Pablo/ADL IR/PDRIRADL18',\n",
       " (datetime.datetime(2024, 7, 9, 11, 41, 57),\n",
       "  datetime.datetime(2024, 7, 9, 11, 42, 8)): 'data/camera_data/Pablo/ADL IR/PDRIRADL11',\n",
       " (datetime.datetime(2024, 7, 9, 11, 30, 55),\n",
       "  datetime.datetime(2024, 7, 9, 11, 31, 15)): 'data/camera_data/Pablo/ADL IR/PDRIRADL07',\n",
       " (datetime.datetime(2024, 7, 9, 11, 21, 59),\n",
       "  datetime.datetime(2024, 7, 9, 11, 22, 10)): 'data/camera_data/Pablo/ADL IR/PDRIRADL02',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 58, 2)): 'data/camera_data/Pablo/ADL IR/PDRIRADL70',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 36, 40)): 'data/camera_data/Pablo/ADL IR/PDRIRADL83',\n",
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       "  datetime.datetime(2024, 7, 9, 11, 27, 58)): 'data/camera_data/Pablo/ADL IR/PDRIRADL04',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 10)): 'data/camera_data/Pablo/ADL IR/PDRIRADL32',\n",
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       "  datetime.datetime(2024, 7, 9, 11, 44, 45)): 'data/camera_data/Pablo/ADL IR/PDRIRADL13',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 19, 10)): 'data/camera_data/Pablo/ADL IR/PDRIRADL37',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 51, 16)): 'data/camera_data/Pablo/ADL IR/PDRIRADL57',\n",
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       "  datetime.datetime(2024, 7, 9, 11, 54, 11)): 'data/camera_data/Pablo/ADL IR/PDRIRADL19',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 35, 28)): 'data/camera_data/Pablo/ADL IR/PDRIRADL82',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 2, 8)): 'data/camera_data/Pablo/ADL IR/PDRIRADL25',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 32, 20)): 'data/camera_data/Pablo/ADL IR/PDRIRADL47',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 42, 8)): 'data/camera_data/Pablo/ADL IR/PDRIRADL51',\n",
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       "  datetime.datetime(2024, 7, 9, 11, 20, 43)): 'data/camera_data/Pablo/ADL IR/PDRIRADL01',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 3, 52)): 'data/camera_data/Pablo/ADL IR/PDRIRADL27',\n",
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       "  datetime.datetime(2024, 7, 9, 11, 39, 49)): 'data/camera_data/Pablo/ADL IR/PDRIRADL09',\n",
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       "  datetime.datetime(2024, 7, 9, 11, 57, 11)): 'data/camera_data/Pablo/ADL IR/PDRIRADL22',\n",
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       "  datetime.datetime(2024, 7, 9, 11, 43, 53)): 'data/camera_data/Pablo/ADL IR/PDRIRADL12',\n",
       " (datetime.datetime(2024, 7, 9, 11, 48, 17),\n",
       "  datetime.datetime(2024, 7, 9, 11, 48, 27)): 'data/camera_data/Pablo/ADL IR/PDRIRADL14',\n",
       " (datetime.datetime(2024, 7, 9, 12, 58, 46),\n",
       "  datetime.datetime(2024, 7, 9, 12, 59, 2)): 'data/camera_data/Pablo/ADL IR/PDRIRADL71',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 24, 34)): 'data/camera_data/Pablo/ADL IR/PDRIRADL42',\n",
       " (datetime.datetime(2024, 7, 9, 12, 5, 55),\n",
       "  datetime.datetime(2024, 7, 9, 12, 6, 7)): 'data/camera_data/Pablo/ADL IR/PDRIRADL29',\n",
       " (datetime.datetime(2024, 7, 9, 11, 50, 1),\n",
       "  datetime.datetime(2024, 7, 9, 11, 50, 9)): 'data/camera_data/Pablo/ADL IR/PDRIRADL16',\n",
       " (datetime.datetime(2024, 7, 9, 12, 30, 10),\n",
       "  datetime.datetime(2024, 7, 9, 12, 30, 21)): 'data/camera_data/Pablo/ADL IR/PDRIRADL45',\n",
       " (datetime.datetime(2024, 7, 9, 12, 45, 37),\n",
       "  datetime.datetime(2024, 7, 9, 12, 45, 49)): 'data/camera_data/Pablo/ADL IR/PDRIRADL54',\n",
       " (datetime.datetime(2024, 7, 9, 11, 49, 11),\n",
       "  datetime.datetime(2024, 7, 9, 11, 49, 20)): 'data/camera_data/Pablo/ADL IR/PDRIRADL15',\n",
       " (datetime.datetime(2024, 7, 9, 11, 28, 38),\n",
       "  datetime.datetime(2024, 7, 9, 11, 28, 51)): 'data/camera_data/Pablo/ADL IR/PDRIRADL05',\n",
       " (datetime.datetime(2024, 7, 9, 12, 8, 56),\n",
       "  datetime.datetime(2024, 7, 9, 12, 9, 11)): 'data/camera_data/Pablo/ADL IR/PDRIRADL31',\n",
       " (datetime.datetime(2024, 7, 9, 11, 26, 5),\n",
       "  datetime.datetime(2024, 7, 9, 11, 26, 17)): 'data/camera_data/Pablo/ADL IR/PDRIRADL03',\n",
       " (datetime.datetime(2024, 7, 9, 12, 40, 5),\n",
       "  datetime.datetime(2024, 7, 9, 12, 40, 18)): 'data/camera_data/Pablo/ADL IR/PDRIRADL49',\n",
       " (datetime.datetime(2024, 7, 9, 12, 22, 23),\n",
       "  datetime.datetime(2024, 7, 9, 12, 22, 40)): 'data/camera_data/Pablo/ADL IR/PDRIRADL40',\n",
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       "  datetime.datetime(2024, 7, 9, 11, 51, 17)): 'data/camera_data/Pablo/ADL IR/PDRIRADL17',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 20, 9)): 'data/camera_data/Pablo/ADL IR/PDRIRADL38',\n",
       " (datetime.datetime(2024, 7, 9, 11, 29, 58),\n",
       "  datetime.datetime(2024, 7, 9, 11, 30, 4)): 'data/camera_data/Pablo/ADL IR/PDRIRADL06',\n",
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       "  datetime.datetime(2024, 7, 9, 12, 48, 48)): 'data/camera_data/Pablo/ADL IR/PDRIRADL56',\n",
       " (datetime.datetime(2024, 7, 9, 12, 25, 22),\n",
       "  datetime.datetime(2024, 7, 9, 12, 25, 42)): 'data/camera_data/Pablo/ADL IR/PDRIRADL43',\n",
       " (datetime.datetime(2024, 7, 9, 12, 23, 18),\n",
       "  datetime.datetime(2024, 7, 9, 12, 23, 36)): 'data/camera_data/Pablo/ADL IR/PDRIRADL41',\n",
       " (datetime.datetime(2024, 7, 9, 12, 0, 43),\n",
       "  datetime.datetime(2024, 7, 9, 12, 1, 18)): 'data/camera_data/Pablo/ADL IR/PDRIRADL24',\n",
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       " (datetime.datetime(2024, 6, 11, 10, 59, 19),\n",
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       " (datetime.datetime(2024, 6, 11, 10, 15, 3),\n",
       "  datetime.datetime(2024, 6, 11, 10, 15, 14)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/14',\n",
       " (datetime.datetime(2024, 6, 11, 11, 28, 53),\n",
       "  datetime.datetime(2024, 6, 11, 11, 29, 3)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/46',\n",
       " (datetime.datetime(2024, 6, 11, 11, 36, 12),\n",
       "  datetime.datetime(2024, 6, 11, 11, 36, 24)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/50',\n",
       " (datetime.datetime(2024, 6, 12, 10, 51, 48),\n",
       "  datetime.datetime(2024, 6, 12, 10, 52, 28)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/84',\n",
       " (datetime.datetime(2024, 6, 11, 11, 4, 47),\n",
       "  datetime.datetime(2024, 6, 11, 11, 4, 55)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/36',\n",
       " (datetime.datetime(2024, 6, 11, 11, 47, 48),\n",
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       " (datetime.datetime(2024, 6, 11, 10, 56, 45),\n",
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       " (datetime.datetime(2024, 6, 12, 10, 50, 22),\n",
       "  datetime.datetime(2024, 6, 12, 10, 50, 44)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/83',\n",
       " (datetime.datetime(2024, 6, 11, 10, 4, 34),\n",
       "  datetime.datetime(2024, 6, 11, 10, 4, 49)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/7',\n",
       " (datetime.datetime(2024, 6, 11, 10, 30, 25),\n",
       "  datetime.datetime(2024, 6, 11, 10, 30, 34)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/19',\n",
       " (datetime.datetime(2024, 6, 11, 10, 9, 55),\n",
       "  datetime.datetime(2024, 6, 11, 10, 10, 9)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/11',\n",
       " (datetime.datetime(2024, 6, 12, 13, 22, 45),\n",
       "  datetime.datetime(2024, 6, 12, 13, 22, 59)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/16',\n",
       " (datetime.datetime(2024, 6, 12, 13, 21, 34),\n",
       "  datetime.datetime(2024, 6, 12, 13, 21, 41)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/6',\n",
       " (datetime.datetime(2024, 6, 11, 11, 2, 33),\n",
       "  datetime.datetime(2024, 6, 11, 11, 2, 48)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/34',\n",
       " (datetime.datetime(2024, 6, 12, 10, 39, 21),\n",
       "  datetime.datetime(2024, 6, 12, 10, 40, 10)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/65',\n",
       " (datetime.datetime(2024, 6, 12, 11, 2, 31),\n",
       "  datetime.datetime(2024, 6, 12, 11, 2, 47)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/90',\n",
       " (datetime.datetime(2024, 6, 11, 11, 54, 33),\n",
       "  datetime.datetime(2024, 6, 11, 11, 54, 37)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/63',\n",
       " (datetime.datetime(2024, 6, 12, 10, 44, 37),\n",
       "  datetime.datetime(2024, 6, 12, 10, 44, 41)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/67',\n",
       " (datetime.datetime(2024, 6, 11, 10, 1),\n",
       "  datetime.datetime(2024, 6, 11, 10, 1, 12)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/5',\n",
       " (datetime.datetime(2024, 6, 11, 9, 59, 47),\n",
       "  datetime.datetime(2024, 6, 11, 10, 0, 1)): 'data/camera_data/Marion/ADL/Dataset MB11_06 IRADL/4',\n",
       " (datetime.datetime(2024, 6, 12, 13, 52, 3),\n",
       "  datetime.datetime(2024, 6, 12, 13, 52, 15)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/10IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 23, 30),\n",
       "  datetime.datetime(2024, 6, 12, 14, 23, 40)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/26IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 18, 29),\n",
       "  datetime.datetime(2024, 6, 12, 14, 18, 40)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/20IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 16, 51),\n",
       "  datetime.datetime(2024, 6, 12, 14, 17, 3)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/18IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 21, 43),\n",
       "  datetime.datetime(2024, 6, 12, 14, 21, 55)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/24IRF',\n",
       " (datetime.datetime(2024, 6, 12, 13, 45, 48),\n",
       "  datetime.datetime(2024, 6, 12, 13, 45, 58)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/3IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 19, 14),\n",
       "  datetime.datetime(2024, 6, 12, 14, 19, 25)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/21IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 25, 26),\n",
       "  datetime.datetime(2024, 6, 12, 14, 25, 38)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/28IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 29, 13),\n",
       "  datetime.datetime(2024, 6, 12, 14, 29, 23)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/32IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 11, 54),\n",
       "  datetime.datetime(2024, 6, 12, 14, 12, 10)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/14IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 34, 21),\n",
       "  datetime.datetime(2024, 6, 12, 14, 34, 28)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/35IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 17, 37),\n",
       "  datetime.datetime(2024, 6, 12, 14, 17, 49)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/19IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 30, 7),\n",
       "  datetime.datetime(2024, 6, 12, 14, 30, 17)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/33IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 28, 9),\n",
       "  datetime.datetime(2024, 6, 12, 14, 28, 19)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/31IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 27, 19),\n",
       "  datetime.datetime(2024, 6, 12, 14, 27, 29)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/30IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 26, 21),\n",
       "  datetime.datetime(2024, 6, 12, 14, 26, 34)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/29IRF',\n",
       " (datetime.datetime(2024, 6, 12, 13, 49, 19),\n",
       "  datetime.datetime(2024, 6, 12, 13, 49, 29)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/7IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 16, 3),\n",
       "  datetime.datetime(2024, 6, 12, 14, 16, 16)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/17IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 15, 17),\n",
       "  datetime.datetime(2024, 6, 12, 14, 15, 28)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/16IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 20, 51),\n",
       "  datetime.datetime(2024, 6, 12, 14, 21, 1)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/23IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 14, 29),\n",
       "  datetime.datetime(2024, 6, 12, 14, 14, 35)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/15IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 24, 35),\n",
       "  datetime.datetime(2024, 6, 12, 14, 24, 46)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/27IRF',\n",
       " (datetime.datetime(2024, 6, 12, 13, 44, 36),\n",
       "  datetime.datetime(2024, 6, 12, 13, 44, 52)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/2IRF',\n",
       " (datetime.datetime(2024, 6, 12, 13, 47, 37),\n",
       "  datetime.datetime(2024, 6, 12, 13, 47, 47)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/5IRF',\n",
       " (datetime.datetime(2024, 6, 12, 13, 48, 31),\n",
       "  datetime.datetime(2024, 6, 12, 13, 48, 41)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/6IRF',\n",
       " (datetime.datetime(2024, 6, 12, 13, 56, 42),\n",
       "  datetime.datetime(2024, 6, 12, 13, 56, 53)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/12IRF',\n",
       " (datetime.datetime(2024, 6, 12, 13, 55, 54),\n",
       "  datetime.datetime(2024, 6, 12, 13, 56, 5)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/11IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 31, 42),\n",
       "  datetime.datetime(2024, 6, 12, 14, 31, 52)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/34IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 11, 5),\n",
       "  datetime.datetime(2024, 6, 12, 14, 11, 17)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/13IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 22, 36),\n",
       "  datetime.datetime(2024, 6, 12, 14, 22, 47)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/25IRF',\n",
       " (datetime.datetime(2024, 6, 12, 13, 42, 57),\n",
       "  datetime.datetime(2024, 6, 12, 13, 43, 9)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/1IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 35, 43),\n",
       "  datetime.datetime(2024, 6, 12, 14, 35, 54)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/36IRF',\n",
       " (datetime.datetime(2024, 6, 12, 13, 46, 45),\n",
       "  datetime.datetime(2024, 6, 12, 13, 46, 58)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/4IRF',\n",
       " (datetime.datetime(2024, 6, 12, 14, 20),\n",
       "  datetime.datetime(2024, 6, 12, 14, 20, 12)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/22IRF',\n",
       " (datetime.datetime(2024, 6, 12, 13, 51, 18),\n",
       "  datetime.datetime(2024, 6, 12, 13, 51, 29)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/9IRF',\n",
       " (datetime.datetime(2024, 6, 12, 13, 50, 6),\n",
       "  datetime.datetime(2024, 6, 12, 13, 50, 18)): 'data/camera_data/Marion/Falls/Dataset MB11_06 IRF/8IRF'}"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "times_camera = {}\n",
    "for root, dirs, files in os.walk(os.path.join('data', 'camera_data')):\n",
    "    if 'test' not in root:\n",
    "        if dirs == []:\n",
    "            fs = [f for f in sorted(files) if f.startswith('frame_2024')]\n",
    "            if fs:\n",
    "                times_camera[(camera_date_reader(fs[0]).replace(microsecond=0), \n",
    "                              camera_date_reader(fs[-1]).replace(microsecond=0))\n",
    "                                ] = root\n",
    "times_camera"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "35c95e12-b232-401c-bb24-62e6327a791b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(624, 575)"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(times_mat), len(times_camera)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "6a80603a-0dd5-4b38-83ca-61c2f1d6a007",
   "metadata": {},
   "outputs": [],
   "source": [
    "def i_before(i1, i2): return i1[1] < i2[0]\n",
    "def i_disjoint(i1, i2): return (i_before(i1, i2) or i_before(i2, i1))\n",
    "def i_overlaps(i1, i2): return not i_disjoint(i1, i2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "01d6ade6-8aac-46c4-ac02-00db096e2ec1",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " ((datetime.datetime(2024, 6, 11, 9, 55, 31),\n",
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       "  (datetime.datetime(2024, 6, 11, 9, 55, 44),\n",
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       "  (datetime.datetime(2024, 6, 11, 9, 59, 47),\n",
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       "  (datetime.datetime(2024, 7, 9, 11, 26, 5),\n",
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       " (None,\n",
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       "   datetime.datetime(2024, 7, 10, 14, 55, 46)),\n",
       "  (datetime.datetime(2024, 7, 10, 14, 55, 33),\n",
       "   datetime.datetime(2024, 7, 10, 14, 55, 45))),\n",
       " ((datetime.datetime(2024, 7, 10, 14, 56, 25),\n",
       "   datetime.datetime(2024, 7, 10, 14, 56, 35)),\n",
       "  (datetime.datetime(2024, 7, 10, 14, 56, 22),\n",
       "   datetime.datetime(2024, 7, 10, 14, 56, 32))),\n",
       " ((datetime.datetime(2024, 7, 10, 14, 57, 19),\n",
       "   datetime.datetime(2024, 7, 10, 14, 57, 27)),\n",
       "  (datetime.datetime(2024, 7, 10, 14, 57, 17),\n",
       "   datetime.datetime(2024, 7, 10, 14, 57, 25))),\n",
       " ((datetime.datetime(2024, 7, 10, 14, 58, 11),\n",
       "   datetime.datetime(2024, 7, 10, 14, 58, 24)),\n",
       "  (datetime.datetime(2024, 7, 10, 14, 58, 3),\n",
       "   datetime.datetime(2024, 7, 10, 14, 58, 22))),\n",
       " ((datetime.datetime(2024, 7, 10, 14, 59, 6),\n",
       "   datetime.datetime(2024, 7, 10, 14, 59, 20)),\n",
       "  (datetime.datetime(2024, 7, 10, 14, 59, 3),\n",
       "   datetime.datetime(2024, 7, 10, 14, 59, 14))),\n",
       " ((datetime.datetime(2024, 7, 10, 14, 59, 56),\n",
       "   datetime.datetime(2024, 7, 10, 15, 0, 4)),\n",
       "  (datetime.datetime(2024, 7, 10, 14, 59, 53),\n",
       "   datetime.datetime(2024, 7, 10, 15, 0, 2))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 0, 39),\n",
       "   datetime.datetime(2024, 7, 10, 15, 0, 51)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 0, 37),\n",
       "   datetime.datetime(2024, 7, 10, 15, 0, 49))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 1, 24),\n",
       "   datetime.datetime(2024, 7, 10, 15, 1, 34)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 1, 22),\n",
       "   datetime.datetime(2024, 7, 10, 15, 1, 32))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 2, 10),\n",
       "   datetime.datetime(2024, 7, 10, 15, 2, 19)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 2, 9),\n",
       "   datetime.datetime(2024, 7, 10, 15, 2, 17))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 10, 15, 3, 17),\n",
       "   datetime.datetime(2024, 7, 10, 15, 3, 35))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 4, 14),\n",
       "   datetime.datetime(2024, 7, 10, 15, 4, 28)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 4, 12),\n",
       "   datetime.datetime(2024, 7, 10, 15, 4, 26))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 5, 42),\n",
       "   datetime.datetime(2024, 7, 10, 15, 6)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 5, 40),\n",
       "   datetime.datetime(2024, 7, 10, 15, 5, 57))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 6, 51),\n",
       "   datetime.datetime(2024, 7, 10, 15, 7, 8)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 6, 49),\n",
       "   datetime.datetime(2024, 7, 10, 15, 7, 6))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 8, 21),\n",
       "   datetime.datetime(2024, 7, 10, 15, 8, 31)),\n",
       "  None),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 9, 36),\n",
       "   datetime.datetime(2024, 7, 10, 15, 9, 48)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 9, 33),\n",
       "   datetime.datetime(2024, 7, 10, 15, 9, 45))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 12, 1),\n",
       "   datetime.datetime(2024, 7, 10, 15, 12, 12)),\n",
       "  None),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 12, 49),\n",
       "   datetime.datetime(2024, 7, 10, 15, 13, 2)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 12, 48),\n",
       "   datetime.datetime(2024, 7, 10, 15, 13))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 13, 54),\n",
       "   datetime.datetime(2024, 7, 10, 15, 14, 4)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 13, 52),\n",
       "   datetime.datetime(2024, 7, 10, 15, 14, 1))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 15, 20),\n",
       "   datetime.datetime(2024, 7, 10, 15, 15, 32)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 15, 19),\n",
       "   datetime.datetime(2024, 7, 10, 15, 15, 29))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 16, 7),\n",
       "   datetime.datetime(2024, 7, 10, 15, 16, 18)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 16, 5),\n",
       "   datetime.datetime(2024, 7, 10, 15, 16, 16))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 16, 51),\n",
       "   datetime.datetime(2024, 7, 10, 15, 17, 6)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 16, 50),\n",
       "   datetime.datetime(2024, 7, 10, 15, 17, 4))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 17, 50),\n",
       "   datetime.datetime(2024, 7, 10, 15, 18, 3)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 17, 48),\n",
       "   datetime.datetime(2024, 7, 10, 15, 17, 59))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 19, 19),\n",
       "   datetime.datetime(2024, 7, 10, 15, 19, 29)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 19, 17),\n",
       "   datetime.datetime(2024, 7, 10, 15, 19, 27))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 20, 15),\n",
       "   datetime.datetime(2024, 7, 10, 15, 20, 26)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 20, 13),\n",
       "   datetime.datetime(2024, 7, 10, 15, 20, 24))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 21, 53),\n",
       "   datetime.datetime(2024, 7, 10, 15, 22, 4)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 21, 50),\n",
       "   datetime.datetime(2024, 7, 10, 15, 22, 2))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 23, 19),\n",
       "   datetime.datetime(2024, 7, 10, 15, 23, 29)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 23, 17),\n",
       "   datetime.datetime(2024, 7, 10, 15, 23, 34))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 24, 20),\n",
       "   datetime.datetime(2024, 7, 10, 15, 24, 47)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 24, 18),\n",
       "   datetime.datetime(2024, 7, 10, 15, 24, 45))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 25, 36),\n",
       "   datetime.datetime(2024, 7, 10, 15, 26, 8)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 25, 34),\n",
       "   datetime.datetime(2024, 7, 10, 15, 26, 7))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 26, 49),\n",
       "   datetime.datetime(2024, 7, 10, 15, 27)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 26, 47),\n",
       "   datetime.datetime(2024, 7, 10, 15, 26, 58))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 28, 38),\n",
       "   datetime.datetime(2024, 7, 10, 15, 29, 26)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 28, 36),\n",
       "   datetime.datetime(2024, 7, 10, 15, 29, 24))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 30, 18),\n",
       "   datetime.datetime(2024, 7, 10, 15, 30, 40)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 30, 8),\n",
       "   datetime.datetime(2024, 7, 10, 15, 30, 38))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 31, 34),\n",
       "   datetime.datetime(2024, 7, 10, 15, 31, 52)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 31, 32),\n",
       "   datetime.datetime(2024, 7, 10, 15, 31, 49))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 32, 42),\n",
       "   datetime.datetime(2024, 7, 10, 15, 32, 59)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 32, 39),\n",
       "   datetime.datetime(2024, 7, 10, 15, 32, 57))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 33, 41),\n",
       "   datetime.datetime(2024, 7, 10, 15, 34, 9)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 33, 39),\n",
       "   datetime.datetime(2024, 7, 10, 15, 34, 3))),\n",
       " ((datetime.datetime(2024, 7, 10, 15, 36, 13),\n",
       "   datetime.datetime(2024, 7, 10, 15, 37, 21)),\n",
       "  (datetime.datetime(2024, 7, 10, 15, 36, 9),\n",
       "   datetime.datetime(2024, 7, 10, 15, 37, 19))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 10, 15, 42, 34),\n",
       "   datetime.datetime(2024, 7, 10, 15, 44, 3))),\n",
       " ((datetime.datetime(2024, 7, 18, 10, 56, 21),\n",
       "   datetime.datetime(2024, 7, 18, 10, 56, 39)),\n",
       "  (datetime.datetime(2024, 7, 18, 10, 56, 25),\n",
       "   datetime.datetime(2024, 7, 18, 10, 56, 36))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 0, 42),\n",
       "   datetime.datetime(2024, 7, 18, 11, 0, 51)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 0, 40),\n",
       "   datetime.datetime(2024, 7, 18, 11, 0, 53))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 1, 34),\n",
       "   datetime.datetime(2024, 7, 18, 11, 1, 38)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 1, 30),\n",
       "   datetime.datetime(2024, 7, 18, 11, 1, 41))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 2, 21),\n",
       "   datetime.datetime(2024, 7, 18, 11, 2, 28)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 2, 19),\n",
       "   datetime.datetime(2024, 7, 18, 11, 2, 31))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 3, 14),\n",
       "   datetime.datetime(2024, 7, 18, 11, 3, 24)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 3, 16),\n",
       "   datetime.datetime(2024, 7, 18, 11, 3, 22))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 4),\n",
       "   datetime.datetime(2024, 7, 18, 11, 4, 6)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 3, 58),\n",
       "   datetime.datetime(2024, 7, 18, 11, 4, 8))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 19, 35),\n",
       "   datetime.datetime(2024, 7, 18, 11, 19, 51)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 19, 42),\n",
       "   datetime.datetime(2024, 7, 18, 11, 19, 49))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 20, 35),\n",
       "   datetime.datetime(2024, 7, 18, 11, 20, 43)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 20, 37),\n",
       "   datetime.datetime(2024, 7, 18, 11, 20, 41))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 21, 15),\n",
       "   datetime.datetime(2024, 7, 18, 11, 21, 19)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 21, 12),\n",
       "   datetime.datetime(2024, 7, 18, 11, 21, 23))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 22, 9),\n",
       "   datetime.datetime(2024, 7, 18, 11, 22, 15)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 22, 7),\n",
       "   datetime.datetime(2024, 7, 18, 11, 22, 17))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 22, 47),\n",
       "   datetime.datetime(2024, 7, 18, 11, 22, 56)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 22, 49),\n",
       "   datetime.datetime(2024, 7, 18, 11, 22, 54))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 23, 42),\n",
       "   datetime.datetime(2024, 7, 18, 11, 23, 51)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 23, 44),\n",
       "   datetime.datetime(2024, 7, 18, 11, 23, 49))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 26, 37),\n",
       "   datetime.datetime(2024, 7, 18, 11, 26, 46)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 26, 40),\n",
       "   datetime.datetime(2024, 7, 18, 11, 26, 45))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 27, 21),\n",
       "   datetime.datetime(2024, 7, 18, 11, 27, 26)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 27, 19),\n",
       "   datetime.datetime(2024, 7, 18, 11, 27, 28))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 28, 19),\n",
       "   datetime.datetime(2024, 7, 18, 11, 28, 24)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 28, 17),\n",
       "   datetime.datetime(2024, 7, 18, 11, 28, 26))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 29, 6),\n",
       "   datetime.datetime(2024, 7, 18, 11, 29, 11)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 29, 3),\n",
       "   datetime.datetime(2024, 7, 18, 11, 29, 13))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 29, 45),\n",
       "   datetime.datetime(2024, 7, 18, 11, 29, 50)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 29, 43),\n",
       "   datetime.datetime(2024, 7, 18, 11, 29, 54))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 30, 31),\n",
       "   datetime.datetime(2024, 7, 18, 11, 30, 36)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 30, 29),\n",
       "   datetime.datetime(2024, 7, 18, 11, 30, 38))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 31, 9),\n",
       "   datetime.datetime(2024, 7, 18, 11, 31, 14)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 31, 7),\n",
       "   datetime.datetime(2024, 7, 18, 11, 31, 16))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 31, 44),\n",
       "   datetime.datetime(2024, 7, 18, 11, 31, 55)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 31, 48),\n",
       "   datetime.datetime(2024, 7, 18, 11, 31, 53))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 32, 34),\n",
       "   datetime.datetime(2024, 7, 18, 11, 32, 40)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 32, 32),\n",
       "   datetime.datetime(2024, 7, 18, 11, 32, 42))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 33, 18),\n",
       "   datetime.datetime(2024, 7, 18, 11, 33, 24)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 33, 17),\n",
       "   datetime.datetime(2024, 7, 18, 11, 33, 26))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 34, 1),\n",
       "   datetime.datetime(2024, 7, 18, 11, 34, 8)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 33, 59),\n",
       "   datetime.datetime(2024, 7, 18, 11, 34, 9))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 34, 58),\n",
       "   datetime.datetime(2024, 7, 18, 11, 35, 2)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 34, 55),\n",
       "   datetime.datetime(2024, 7, 18, 11, 35, 5))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 35, 44),\n",
       "   datetime.datetime(2024, 7, 18, 11, 35, 50)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 35, 42),\n",
       "   datetime.datetime(2024, 7, 18, 11, 35, 52))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 36, 34),\n",
       "   datetime.datetime(2024, 7, 18, 11, 36, 40)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 36, 32),\n",
       "   datetime.datetime(2024, 7, 18, 11, 36, 42))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 37, 28),\n",
       "   datetime.datetime(2024, 7, 18, 11, 37, 32)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 37, 26),\n",
       "   datetime.datetime(2024, 7, 18, 11, 37, 35))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 38, 45),\n",
       "   datetime.datetime(2024, 7, 18, 11, 38, 56)),\n",
       "  None),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 41, 29),\n",
       "   datetime.datetime(2024, 7, 18, 11, 41, 34)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 41, 28),\n",
       "   datetime.datetime(2024, 7, 18, 11, 41, 38))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 42, 28),\n",
       "   datetime.datetime(2024, 7, 18, 11, 42, 33)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 42, 25),\n",
       "   datetime.datetime(2024, 7, 18, 11, 42, 35))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 43, 10),\n",
       "   datetime.datetime(2024, 7, 18, 11, 43, 15)),\n",
       "  None),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 44, 34),\n",
       "   datetime.datetime(2024, 7, 18, 11, 44, 38)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 44, 32),\n",
       "   datetime.datetime(2024, 7, 18, 11, 44, 40))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 45, 27),\n",
       "   datetime.datetime(2024, 7, 18, 11, 45, 33)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 45, 26),\n",
       "   datetime.datetime(2024, 7, 18, 11, 45, 35))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 46, 24),\n",
       "   datetime.datetime(2024, 7, 18, 11, 46, 29)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 46, 22),\n",
       "   datetime.datetime(2024, 7, 18, 11, 46, 30))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 47, 5),\n",
       "   datetime.datetime(2024, 7, 18, 11, 47, 9)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 47, 3),\n",
       "   datetime.datetime(2024, 7, 18, 11, 47, 12))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 47, 50),\n",
       "   datetime.datetime(2024, 7, 18, 11, 47, 55)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 47, 48),\n",
       "   datetime.datetime(2024, 7, 18, 11, 47, 57))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 51, 26),\n",
       "   datetime.datetime(2024, 7, 18, 11, 51, 45)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 51, 24),\n",
       "   datetime.datetime(2024, 7, 18, 11, 51, 42))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 52, 19),\n",
       "   datetime.datetime(2024, 7, 18, 11, 52, 31)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 52, 17),\n",
       "   datetime.datetime(2024, 7, 18, 11, 52, 29))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 53, 1),\n",
       "   datetime.datetime(2024, 7, 18, 11, 53, 12)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 52, 59),\n",
       "   datetime.datetime(2024, 7, 18, 11, 53, 10))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 18, 11, 55, 19),\n",
       "   datetime.datetime(2024, 7, 18, 11, 55, 36))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 56, 8),\n",
       "   datetime.datetime(2024, 7, 18, 11, 56, 21)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 56, 6),\n",
       "   datetime.datetime(2024, 7, 18, 11, 56, 19))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 56, 54),\n",
       "   datetime.datetime(2024, 7, 18, 11, 57, 5)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 56, 51),\n",
       "   datetime.datetime(2024, 7, 18, 11, 57, 2))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 58, 1),\n",
       "   datetime.datetime(2024, 7, 18, 11, 58, 17)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 57, 59),\n",
       "   datetime.datetime(2024, 7, 18, 11, 58, 14))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 59),\n",
       "   datetime.datetime(2024, 7, 18, 11, 59, 13)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 58, 58),\n",
       "   datetime.datetime(2024, 7, 18, 11, 59, 11))),\n",
       " ((datetime.datetime(2024, 7, 18, 11, 59, 48),\n",
       "   datetime.datetime(2024, 7, 18, 12, 0)),\n",
       "  (datetime.datetime(2024, 7, 18, 11, 59, 47),\n",
       "   datetime.datetime(2024, 7, 18, 11, 59, 58))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 0, 33),\n",
       "   datetime.datetime(2024, 7, 18, 12, 0, 49)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 0, 31),\n",
       "   datetime.datetime(2024, 7, 18, 12, 0, 46))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 1, 22),\n",
       "   datetime.datetime(2024, 7, 18, 12, 1, 33)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 1, 21),\n",
       "   datetime.datetime(2024, 7, 18, 12, 1, 31))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 2, 4),\n",
       "   datetime.datetime(2024, 7, 18, 12, 2, 14)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 2, 3),\n",
       "   datetime.datetime(2024, 7, 18, 12, 2, 13))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 3, 11),\n",
       "   datetime.datetime(2024, 7, 18, 12, 3, 24)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 3, 9),\n",
       "   datetime.datetime(2024, 7, 18, 12, 3, 21))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 4),\n",
       "   datetime.datetime(2024, 7, 18, 12, 4, 14)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 3, 58),\n",
       "   datetime.datetime(2024, 7, 18, 12, 4, 10))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 5, 9),\n",
       "   datetime.datetime(2024, 7, 18, 12, 5, 19)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 5, 6),\n",
       "   datetime.datetime(2024, 7, 18, 12, 5, 17))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 5, 57),\n",
       "   datetime.datetime(2024, 7, 18, 12, 6, 8)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 5, 55),\n",
       "   datetime.datetime(2024, 7, 18, 12, 6, 6))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 18, 12, 7, 44),\n",
       "   datetime.datetime(2024, 7, 18, 12, 8, 1))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 9, 20),\n",
       "   datetime.datetime(2024, 7, 18, 12, 9, 30)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 9, 17),\n",
       "   datetime.datetime(2024, 7, 18, 12, 9, 27))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 10, 1),\n",
       "   datetime.datetime(2024, 7, 18, 12, 10, 12)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 9, 59),\n",
       "   datetime.datetime(2024, 7, 18, 12, 10, 7))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 18, 12, 10, 45),\n",
       "   datetime.datetime(2024, 7, 18, 12, 10, 52))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 11, 27),\n",
       "   datetime.datetime(2024, 7, 18, 12, 11, 36)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 11, 25),\n",
       "   datetime.datetime(2024, 7, 18, 12, 11, 34))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 18, 12, 12, 8),\n",
       "   datetime.datetime(2024, 7, 18, 12, 12, 19))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 13, 40),\n",
       "   datetime.datetime(2024, 7, 18, 12, 13, 52)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 13, 36),\n",
       "   datetime.datetime(2024, 7, 18, 12, 13, 50))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 14, 57),\n",
       "   datetime.datetime(2024, 7, 18, 12, 15, 9)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 14, 54),\n",
       "   datetime.datetime(2024, 7, 18, 12, 15, 6))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 15, 44),\n",
       "   datetime.datetime(2024, 7, 18, 12, 16, 5)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 15, 42),\n",
       "   datetime.datetime(2024, 7, 18, 12, 16, 3))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 17, 21),\n",
       "   datetime.datetime(2024, 7, 18, 12, 17, 41)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 17, 19),\n",
       "   datetime.datetime(2024, 7, 18, 12, 17, 39))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 18, 22),\n",
       "   datetime.datetime(2024, 7, 18, 12, 18, 35)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 18, 14),\n",
       "   datetime.datetime(2024, 7, 18, 12, 18, 33))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 19, 33),\n",
       "   datetime.datetime(2024, 7, 18, 12, 19, 51)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 19, 30),\n",
       "   datetime.datetime(2024, 7, 18, 12, 19, 49))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 27, 23),\n",
       "   datetime.datetime(2024, 7, 18, 12, 27, 36)),\n",
       "  (datetime.datetime(2024, 7, 18, 12, 23, 56),\n",
       "   datetime.datetime(2024, 7, 18, 12, 27, 33))),\n",
       " ((datetime.datetime(2024, 7, 18, 12, 28, 25),\n",
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       "  (datetime.datetime(2024, 7, 18, 12, 28, 23),\n",
       "   datetime.datetime(2024, 7, 18, 12, 28, 32))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 7, 8),\n",
       "   datetime.datetime(2024, 7, 29, 10, 7, 20)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 7, 11),\n",
       "   datetime.datetime(2024, 7, 29, 10, 7, 18))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 29, 10, 8, 9),\n",
       "   datetime.datetime(2024, 7, 29, 10, 8, 20))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 9, 3),\n",
       "   datetime.datetime(2024, 7, 29, 10, 9, 9)),\n",
       "  None),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 29, 10, 9, 36),\n",
       "   datetime.datetime(2024, 7, 29, 10, 9, 42))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 29, 10, 11, 16),\n",
       "   datetime.datetime(2024, 7, 29, 10, 11, 31))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 13, 5),\n",
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       "  (datetime.datetime(2024, 7, 29, 10, 12, 54),\n",
       "   datetime.datetime(2024, 7, 29, 10, 13, 15))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 15, 53),\n",
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       "  (datetime.datetime(2024, 7, 29, 10, 15, 52),\n",
       "   datetime.datetime(2024, 7, 29, 10, 16))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 16, 36),\n",
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       "  (datetime.datetime(2024, 7, 29, 10, 16, 39),\n",
       "   datetime.datetime(2024, 7, 29, 10, 16, 42))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 29, 10, 17, 21),\n",
       "   datetime.datetime(2024, 7, 29, 10, 17, 32))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 18, 28),\n",
       "   datetime.datetime(2024, 7, 29, 10, 18, 35)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 18, 25),\n",
       "   datetime.datetime(2024, 7, 29, 10, 18, 38))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 19, 7),\n",
       "   datetime.datetime(2024, 7, 29, 10, 19, 24)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 19, 15),\n",
       "   datetime.datetime(2024, 7, 29, 10, 19, 23))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 20, 14),\n",
       "   datetime.datetime(2024, 7, 29, 10, 20, 20)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 20, 10),\n",
       "   datetime.datetime(2024, 7, 29, 10, 20, 22))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 21, 22),\n",
       "   datetime.datetime(2024, 7, 29, 10, 21, 26)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 21, 2),\n",
       "   datetime.datetime(2024, 7, 29, 10, 21, 30))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 22, 3),\n",
       "   datetime.datetime(2024, 7, 29, 10, 22, 9)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 22, 2),\n",
       "   datetime.datetime(2024, 7, 29, 10, 22, 12))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 23),\n",
       "   datetime.datetime(2024, 7, 29, 10, 23, 5)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 22, 58),\n",
       "   datetime.datetime(2024, 7, 29, 10, 23, 7))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 23, 56),\n",
       "   datetime.datetime(2024, 7, 29, 10, 24, 2)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 23, 54),\n",
       "   datetime.datetime(2024, 7, 29, 10, 24, 4))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 24, 40),\n",
       "   datetime.datetime(2024, 7, 29, 10, 24, 53)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 24, 44),\n",
       "   datetime.datetime(2024, 7, 29, 10, 24, 51))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 25, 41),\n",
       "   datetime.datetime(2024, 7, 29, 10, 25, 47)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 25, 39),\n",
       "   datetime.datetime(2024, 7, 29, 10, 25, 49))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 26, 33),\n",
       "   datetime.datetime(2024, 7, 29, 10, 26, 39)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 26, 32),\n",
       "   datetime.datetime(2024, 7, 29, 10, 26, 41))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 27, 22),\n",
       "   datetime.datetime(2024, 7, 29, 10, 27, 27)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 27, 20),\n",
       "   datetime.datetime(2024, 7, 29, 10, 27, 30))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 28, 6),\n",
       "   datetime.datetime(2024, 7, 29, 10, 28, 17)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 28, 9),\n",
       "   datetime.datetime(2024, 7, 29, 10, 28, 15))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 28, 56),\n",
       "   datetime.datetime(2024, 7, 29, 10, 29, 1)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 28, 54),\n",
       "   datetime.datetime(2024, 7, 29, 10, 29, 4))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 31, 17),\n",
       "   datetime.datetime(2024, 7, 29, 10, 31, 24)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 31, 8),\n",
       "   datetime.datetime(2024, 7, 29, 10, 31, 26))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 29, 10, 32, 28),\n",
       "   datetime.datetime(2024, 7, 29, 10, 32, 38))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 33, 23),\n",
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       "  (datetime.datetime(2024, 7, 29, 10, 33, 21),\n",
       "   datetime.datetime(2024, 7, 29, 10, 33, 30))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 34, 9),\n",
       "   datetime.datetime(2024, 7, 29, 10, 34, 19)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 34, 11),\n",
       "   datetime.datetime(2024, 7, 29, 10, 34, 16))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 36, 56),\n",
       "   datetime.datetime(2024, 7, 29, 10, 37, 3)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 36, 34),\n",
       "   datetime.datetime(2024, 7, 29, 10, 37, 6))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 37, 42),\n",
       "   datetime.datetime(2024, 7, 29, 10, 37, 49)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 37, 41),\n",
       "   datetime.datetime(2024, 7, 29, 10, 37, 51))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 38, 23),\n",
       "   datetime.datetime(2024, 7, 29, 10, 38, 34)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 38, 26),\n",
       "   datetime.datetime(2024, 7, 29, 10, 38, 33))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 40, 38),\n",
       "   datetime.datetime(2024, 7, 29, 10, 40, 49)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 40, 41),\n",
       "   datetime.datetime(2024, 7, 29, 10, 40, 47))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 41, 22),\n",
       "   datetime.datetime(2024, 7, 29, 10, 41, 27)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 41, 20),\n",
       "   datetime.datetime(2024, 7, 29, 10, 41, 30))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 42, 3),\n",
       "   datetime.datetime(2024, 7, 29, 10, 42, 13)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 42, 6),\n",
       "   datetime.datetime(2024, 7, 29, 10, 42, 11))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 47, 15),\n",
       "   datetime.datetime(2024, 7, 29, 10, 47, 25)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 47, 18),\n",
       "   datetime.datetime(2024, 7, 29, 10, 47, 24))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 48, 6),\n",
       "   datetime.datetime(2024, 7, 29, 10, 48, 16)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 48, 8),\n",
       "   datetime.datetime(2024, 7, 29, 10, 48, 14))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 49, 4),\n",
       "   datetime.datetime(2024, 7, 29, 10, 49, 10)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 49, 2),\n",
       "   datetime.datetime(2024, 7, 29, 10, 49, 13))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 49, 49),\n",
       "   datetime.datetime(2024, 7, 29, 10, 49, 54)),\n",
       "  (datetime.datetime(2024, 7, 29, 10, 49, 47),\n",
       "   datetime.datetime(2024, 7, 29, 10, 49, 57))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 29, 10, 50, 40),\n",
       "   datetime.datetime(2024, 7, 29, 10, 50, 46))),\n",
       " ((datetime.datetime(2024, 7, 29, 10, 50, 48),\n",
       "   datetime.datetime(2024, 7, 29, 10, 50, 55)),\n",
       "  None),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 5, 32),\n",
       "   datetime.datetime(2024, 7, 29, 11, 5, 57)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 5, 36),\n",
       "   datetime.datetime(2024, 7, 29, 11, 5, 56))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 6, 57),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 6, 56),\n",
       "   datetime.datetime(2024, 7, 29, 11, 7, 13))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 7, 43),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 7, 45),\n",
       "   datetime.datetime(2024, 7, 29, 11, 7, 54))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 9, 43),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 9, 45),\n",
       "   datetime.datetime(2024, 7, 29, 11, 10, 1))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 10, 33),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 10, 35),\n",
       "   datetime.datetime(2024, 7, 29, 11, 10, 44))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 11, 18),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 11, 20),\n",
       "   datetime.datetime(2024, 7, 29, 11, 11, 26))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 13, 14),\n",
       "   datetime.datetime(2024, 7, 29, 11, 13, 31)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 13, 16),\n",
       "   datetime.datetime(2024, 7, 29, 11, 13, 29))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 14, 21),\n",
       "   datetime.datetime(2024, 7, 29, 11, 14, 43)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 14, 19),\n",
       "   datetime.datetime(2024, 7, 29, 11, 14, 30))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 17, 29),\n",
       "   datetime.datetime(2024, 7, 29, 11, 17, 40)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 17, 33),\n",
       "   datetime.datetime(2024, 7, 29, 11, 17, 38))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 21, 37),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 21, 35),\n",
       "   datetime.datetime(2024, 7, 29, 11, 21, 50))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 22, 21),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 22, 20),\n",
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       " ((datetime.datetime(2024, 7, 29, 11, 23, 4),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 23, 2),\n",
       "   datetime.datetime(2024, 7, 29, 11, 23, 13))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 24, 10),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 24, 9),\n",
       "   datetime.datetime(2024, 7, 29, 11, 24, 25))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 25, 7),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 25, 24),\n",
       "   datetime.datetime(2024, 7, 29, 11, 25, 57))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 26, 12),\n",
       "   datetime.datetime(2024, 7, 29, 11, 26, 44)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 26, 31),\n",
       "   datetime.datetime(2024, 7, 29, 11, 26, 42))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 27, 16),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 27, 18),\n",
       "   datetime.datetime(2024, 7, 29, 11, 27, 27))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 28, 3),\n",
       "   datetime.datetime(2024, 7, 29, 11, 28, 18)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 28, 5),\n",
       "   datetime.datetime(2024, 7, 29, 11, 28, 16))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 28, 49),\n",
       "   datetime.datetime(2024, 7, 29, 11, 29, 2)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 28, 51),\n",
       "   datetime.datetime(2024, 7, 29, 11, 28, 59))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 29, 36),\n",
       "   datetime.datetime(2024, 7, 29, 11, 29, 48)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 29, 47),\n",
       "   datetime.datetime(2024, 7, 29, 11, 30, 21))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 30, 19),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 30, 27),\n",
       "   datetime.datetime(2024, 7, 29, 11, 30, 39))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 31, 20),\n",
       "   datetime.datetime(2024, 7, 29, 11, 31, 41)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 31, 22),\n",
       "   datetime.datetime(2024, 7, 29, 11, 31, 37))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 32, 34),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 32, 36),\n",
       "   datetime.datetime(2024, 7, 29, 11, 32, 46))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 33, 36),\n",
       "   datetime.datetime(2024, 7, 29, 11, 33, 45)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 33, 35),\n",
       "   datetime.datetime(2024, 7, 29, 11, 33, 47))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 34, 21),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 34, 23),\n",
       "   datetime.datetime(2024, 7, 29, 11, 34, 32))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 35, 8),\n",
       "   datetime.datetime(2024, 7, 29, 11, 35, 33)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 35, 12),\n",
       "   datetime.datetime(2024, 7, 29, 11, 35, 32))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 36, 19),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 36, 28),\n",
       "   datetime.datetime(2024, 7, 29, 11, 36, 38))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 37, 22),\n",
       "   datetime.datetime(2024, 7, 29, 11, 37, 35)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 37, 24),\n",
       "   datetime.datetime(2024, 7, 29, 11, 37, 33))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 38, 9),\n",
       "   datetime.datetime(2024, 7, 29, 11, 38, 31)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 38, 13),\n",
       "   datetime.datetime(2024, 7, 29, 11, 38, 29))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 39, 6),\n",
       "   datetime.datetime(2024, 7, 29, 11, 39, 22)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 39, 8),\n",
       "   datetime.datetime(2024, 7, 29, 11, 39, 20))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 40, 6),\n",
       "   datetime.datetime(2024, 7, 29, 11, 40, 16)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 40, 4),\n",
       "   datetime.datetime(2024, 7, 29, 11, 40, 18))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 44, 21),\n",
       "   datetime.datetime(2024, 7, 29, 11, 44, 38)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 44, 23),\n",
       "   datetime.datetime(2024, 7, 29, 11, 44, 35))),\n",
       " ((datetime.datetime(2024, 7, 29, 11, 45, 13),\n",
       "   datetime.datetime(2024, 7, 29, 11, 45, 26)),\n",
       "  (datetime.datetime(2024, 7, 29, 11, 45, 12),\n",
       "   datetime.datetime(2024, 7, 29, 11, 45, 23))),\n",
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       " ((datetime.datetime(2024, 7, 29, 11, 46, 45),\n",
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       " ((datetime.datetime(2024, 7, 29, 11, 47, 39),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 47, 42),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 49, 27),\n",
       "   datetime.datetime(2024, 7, 29, 11, 49, 37))),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 50, 27),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 52, 11),\n",
       "   datetime.datetime(2024, 7, 29, 11, 52, 18))),\n",
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       " ((datetime.datetime(2024, 7, 29, 11, 54, 37),\n",
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       "  (datetime.datetime(2024, 7, 29, 11, 59, 20),\n",
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       " ((datetime.datetime(2024, 7, 29, 12, 0, 6),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 0, 9),\n",
       "   datetime.datetime(2024, 7, 29, 12, 0, 21))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 7, 29, 12, 0, 54),\n",
       "   datetime.datetime(2024, 7, 29, 12, 1, 18))),\n",
       " ((datetime.datetime(2024, 7, 29, 12, 2, 8),\n",
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       " ((datetime.datetime(2024, 7, 29, 12, 5, 38),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 5, 39),\n",
       "   datetime.datetime(2024, 7, 29, 12, 5, 55))),\n",
       " ((datetime.datetime(2024, 7, 29, 12, 6, 50),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 6, 53),\n",
       "   datetime.datetime(2024, 7, 29, 12, 7, 3))),\n",
       " ((datetime.datetime(2024, 7, 29, 12, 8, 4),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 8, 7),\n",
       "   datetime.datetime(2024, 7, 29, 12, 8, 21))),\n",
       " ((datetime.datetime(2024, 7, 29, 12, 9),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 9, 2),\n",
       "   datetime.datetime(2024, 7, 29, 12, 9, 9))),\n",
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       " ((datetime.datetime(2024, 7, 29, 12, 11, 19),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 11, 21),\n",
       "   datetime.datetime(2024, 7, 29, 12, 11, 27))),\n",
       " ((datetime.datetime(2024, 7, 29, 12, 12, 24),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 12, 26),\n",
       "   datetime.datetime(2024, 7, 29, 12, 12, 56))),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 14, 11),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 15, 17),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 17, 20),\n",
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       " ((datetime.datetime(2024, 7, 29, 12, 26, 8),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 26, 6),\n",
       "   datetime.datetime(2024, 7, 29, 12, 26, 24))),\n",
       " ((datetime.datetime(2024, 7, 29, 12, 27, 13),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 27, 15),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 28, 16),\n",
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       "  (datetime.datetime(2024, 7, 29, 12, 29, 17),\n",
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       " ((datetime.datetime(2024, 8, 2, 11, 42, 14),\n",
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       "  (datetime.datetime(2024, 8, 2, 9, 44, 59),\n",
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       " ((datetime.datetime(2024, 8, 2, 11, 43, 24),\n",
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       " ((datetime.datetime(2024, 8, 2, 11, 48, 19),\n",
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       "  None),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 8, 2, 11, 48, 27),\n",
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       " (None,\n",
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       " ((datetime.datetime(2024, 8, 2, 11, 58, 9),\n",
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       "  None),\n",
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       " ((datetime.datetime(2024, 8, 2, 12, 13, 30),\n",
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       "  None),\n",
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       " (None,\n",
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       " ((datetime.datetime(2024, 8, 2, 12, 20, 50),\n",
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       "  None),\n",
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       " ((datetime.datetime(2024, 8, 2, 12, 30, 6),\n",
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       "  (datetime.datetime(2024, 8, 2, 12, 30, 11),\n",
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       "  (datetime.datetime(2024, 8, 2, 12, 47, 20),\n",
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       " ((datetime.datetime(2024, 8, 2, 12, 48, 11),\n",
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       "  (datetime.datetime(2024, 8, 2, 12, 48, 17),\n",
       "   datetime.datetime(2024, 8, 2, 12, 48, 30))),\n",
       " (None,\n",
       "  (datetime.datetime(2024, 8, 2, 12, 49, 5),\n",
       "   datetime.datetime(2024, 8, 2, 12, 49, 21))),\n",
       " ((datetime.datetime(2024, 8, 2, 12, 49, 57),\n",
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       "  None),\n",
       " ((datetime.datetime(2024, 10, 14, 12, 43),\n",
       "   datetime.datetime(2024, 10, 14, 12, 43, 46)),\n",
       "  None),\n",
       " ((datetime.datetime(2024, 10, 14, 12, 45, 41),\n",
       "   datetime.datetime(2024, 10, 14, 12, 46, 32)),\n",
       "  None)]"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pairings = []\n",
    "sorted_mat_times = list(sorted(times_mat))\n",
    "sorted_camera_times = list(sorted(times_camera))\n",
    "\n",
    "while sorted_mat_times and sorted_camera_times:\n",
    "    m = sorted_mat_times[0]\n",
    "    c = sorted_camera_times[0]\n",
    "    if i_before(m, c):\n",
    "        pairings += [(m, None)]\n",
    "        sorted_mat_times = sorted_mat_times[1:]\n",
    "    elif i_before(c, m):\n",
    "        pairings += [(None, c)]\n",
    "        sorted_camera_times = sorted_camera_times[1:]\n",
    "    else:\n",
    "        pairings += [(m, c)]\n",
    "        sorted_mat_times = sorted_mat_times[1:]\n",
    "        sorted_camera_times = sorted_camera_times[1:]\n",
    "\n",
    "trailing_mats = [(m, None) for m in sorted_mat_times]\n",
    "trailing_cameras = [(None, c) for c in sorted_camera_times]\n",
    "\n",
    "pairings = pairings + trailing_mats + trailing_cameras\n",
    "pairings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "6461a837-8835-4834-b8fe-2607a8a27a6d",
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('paired_times.csv', 'w') as f:\n",
    "    f.write(\"mat_file,mat_start,mat_end,mat_index,camera_index,camera_start,camera_end,camera_file\\n\")\n",
    "    for m, c in pairings:\n",
    "        if m:\n",
    "            mn = ''.join(c for c in os.path.split(times_mat[m])[1] if c.isnumeric())\n",
    "            m_out = f'\"{times_mat[m]}\",\"{m[0].isoformat()}\",\"{m[1].isoformat()}\",{mn}'\n",
    "        else:\n",
    "            m_out=',,,'\n",
    "        if c:\n",
    "            cn = ''.join(c for c in os.path.split(times_camera[c])[1] if c.isnumeric())\n",
    "            c_out = f'{cn},\"{c[0].isoformat()}\",\"{c[1].isoformat()}\",\"{times_camera[c]}\"'\n",
    "        else:\n",
    "            c_out = ',,,'\n",
    "        f.write(f'{m_out},{c_out}\\n')"
   ]
  }
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