Import Apple Health.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "53f114da",
   "metadata": {},
   "source": [
    "# APPLE HEALTH KIT IMPORT TOOL\n",
    "The scope of this notebook is to transform elements in *Apple's Health Kit* `export.xml` into Python objects and to visually explore the dataset.\\\n",
    "The focus is on `Workout` and `Record` tags from the *xml* structure.\n",
    "If you want to load an already processed dataset from a pickle file (without running the time-consuming xml conversion steps), please run the import statements and then jump to [this paragraph](#Load-from-pickle).\n",
    "\n",
    "It takes around 10 minutes to complete the conversion process with a 500 MB `export.xml` file.\n",
    "\n",
    "## Import statements\n",
    "Classes inside the `healthkit.py` module are dedicated to *workouts* (`HKWorkout`) and *record* (`HKRecord`) handling."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "daa2cbe7",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Apple Health Kit data handling\n",
    "import xml.etree.ElementTree as ET\n",
    "from html.entities import name2codepoint\n",
    "import healthkit as hk\n",
    "import concurrent.futures as cf\n",
    "# Data analysis\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "# Plots\n",
    "import plotly.graph_objects as go\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "# GUI features\n",
    "import ipywidgets as widgets\n",
    "import IPython\n",
    "from tqdm.notebook import tqdm\n",
    "# Data export\n",
    "import pickle\n",
    "# String replacement\n",
    "import re\n",
    "\n",
    "# Remove pandas row/columns limitations\n",
    "pd.set_option('display.max_colwidth', None)\n",
    "pd.set_option('display.max_rows', None)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6fc0d985",
   "metadata": {},
   "source": [
    "We removed *pandas* columns and rows limitations for being able to scroll completely the exploratory tables we are going to print.\n",
    "\n",
    "## Load XML data\n",
    "The following cell load the `export.xml` file: select it from Apple's Health Kit export folder."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1e7843c7",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "xml_file_path = 'apple_health_export/export.xml'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "80de3094",
   "metadata": {},
   "source": [
    "We explore the tree from its root with `ElementTree`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "7a84f630",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ROOT\n",
      "HealthData\n",
      "\n",
      "> ATTRIBUTES\n",
      "\t* locale: it_IT\n"
     ]
    }
   ],
   "source": [
    "# Load root\n",
    "tree = ET.parse(xml_file_path)\n",
    "root_data = tree.getroot()\n",
    "print('ROOT')\n",
    "print(root_data.tag)\n",
    "\n",
    "# Print attributes\n",
    "print('\\n> ATTRIBUTES')\n",
    "for attribute in root_data.attrib:\n",
    "    print(f'\\t* {attribute}: {root_data.attrib[attribute]}')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0cc7cca9",
   "metadata": {},
   "source": [
    "The root has only one attribute.\n",
    "## Exploratory analysis\n",
    "Let's now explore the children: each one has its own *tag* and some defining *attributes*.\\\n",
    "Unique combinations of *tag*, *type* and *workout type* are shown as rows in the following table.\\\n",
    "This should give us an idea of what's inside *Apple's Health Kit* exported data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "97ee2264",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Tag</th>\n",
       "      <th>Source</th>\n",
       "      <th>Record Type</th>\n",
       "      <th>Workout Type</th>\n",
       "      <th>Attributes</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ActivitySummary</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>[dateComponents, activeEnergyBurned, activeEnergyBurnedGoal, activeEnergyBurnedUnit, appleMoveTime, appleMoveTimeGoal, appleExerciseTime, appleExerciseTimeGoal, appleStandHours, appleStandHoursGoal]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Correlation</td>\n",
       "      <td>HealthManager</td>\n",
       "      <td>HKCorrelationTypeIdentifierBloodPressure</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>ExportDate</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>[value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Me</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>[HKCharacteristicTypeIdentifierDateOfBirth, HKCharacteristicTypeIdentifierBiologicalSex, HKCharacteristicTypeIdentifierBloodType, HKCharacteristicTypeIdentifierFitzpatrickSkinType, HKCharacteristicTypeIdentifierCardioFitnessMedicationsUse]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierHeartRate</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierStepCount</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierDistanceWalkingRunning</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierBasalEnergyBurned</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierActiveEnergyBurned</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierFlightsClimbed</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierAppleExerciseTime</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierDistanceCycling</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierDistanceSwimming</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierSwimmingStrokeCount</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierRestingHeartRate</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierVO2Max</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierWalkingHeartRateAverage</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierEnvironmentalAudioExposure</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierHeadphoneAudioExposure</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierAppleStandTime</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierStairAscentSpeed</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierStairDescentSpeed</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKCategoryTypeIdentifierSleepAnalysis</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKCategoryTypeIdentifierAppleStandHour</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKCategoryTypeIdentifierMindfulSession</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKCategoryTypeIdentifierLowHeartRateEvent</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKCategoryTypeIdentifierAudioExposureEvent</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, device, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKCategoryTypeIdentifierHandwashingEvent</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Record</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>HKQuantityTypeIdentifierHeartRateVariabilitySDNN</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Record</td>\n",
       "      <td>EufyLife</td>\n",
       "      <td>HKQuantityTypeIdentifierBodyMassIndex</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Record</td>\n",
       "      <td>EufyLife</td>\n",
       "      <td>HKQuantityTypeIdentifierHeight</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Record</td>\n",
       "      <td>EufyLife</td>\n",
       "      <td>HKQuantityTypeIdentifierBodyMass</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Record</td>\n",
       "      <td>EufyLife</td>\n",
       "      <td>HKQuantityTypeIdentifierBodyFatPercentage</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Record</td>\n",
       "      <td>EufyLife</td>\n",
       "      <td>HKQuantityTypeIdentifierLeanBodyMass</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Record</td>\n",
       "      <td>HealthManager</td>\n",
       "      <td>HKQuantityTypeIdentifierHeartRate</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Record</td>\n",
       "      <td>HealthManager</td>\n",
       "      <td>HKQuantityTypeIdentifierBloodPressureSystolic</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Record</td>\n",
       "      <td>HealthManager</td>\n",
       "      <td>HKQuantityTypeIdentifierBloodPressureDiastolic</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Record</td>\n",
       "      <td>Nike Run Club</td>\n",
       "      <td>HKQuantityTypeIdentifierHeartRate</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Record</td>\n",
       "      <td>Nike Run Club</td>\n",
       "      <td>HKQuantityTypeIdentifierDistanceWalkingRunning</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Record</td>\n",
       "      <td>Nike Run Club</td>\n",
       "      <td>HKQuantityTypeIdentifierActiveEnergyBurned</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Record</td>\n",
       "      <td>Nike Training</td>\n",
       "      <td>HKQuantityTypeIdentifierActiveEnergyBurned</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Record</td>\n",
       "      <td>Orologio</td>\n",
       "      <td>HKCategoryTypeIdentifierSleepAnalysis</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Record</td>\n",
       "      <td>Salute</td>\n",
       "      <td>HKQuantityTypeIdentifierHeight</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Record</td>\n",
       "      <td>Salute</td>\n",
       "      <td>HKQuantityTypeIdentifierBodyMass</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Record</td>\n",
       "      <td>Salute</td>\n",
       "      <td>HKQuantityTypeIdentifierDistanceCycling</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Record</td>\n",
       "      <td>Salute</td>\n",
       "      <td>HKDataTypeSleepDurationGoal</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Record</td>\n",
       "      <td>Sonno</td>\n",
       "      <td>HKDataTypeSleepDurationGoal</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Record</td>\n",
       "      <td>ViewRanger</td>\n",
       "      <td>HKQuantityTypeIdentifierDistanceWalkingRunning</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Record</td>\n",
       "      <td>ViewRanger</td>\n",
       "      <td>HKQuantityTypeIdentifierActiveEnergyBurned</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKQuantityTypeIdentifierStepCount</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKQuantityTypeIdentifierDistanceWalkingRunning</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKQuantityTypeIdentifierFlightsClimbed</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKQuantityTypeIdentifierAppleExerciseTime</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKQuantityTypeIdentifierHeadphoneAudioExposure</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKQuantityTypeIdentifierWalkingDoubleSupportPercentage</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKQuantityTypeIdentifierSixMinuteWalkTestDistance</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKQuantityTypeIdentifierAppleStandTime</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKQuantityTypeIdentifierWalkingSpeed</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKQuantityTypeIdentifierWalkingStepLength</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKQuantityTypeIdentifierWalkingAsymmetryPercentage</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKCategoryTypeIdentifierSleepAnalysis</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Record</td>\n",
       "      <td>iPhone di Michele Alberti</td>\n",
       "      <td>HKCategoryTypeIdentifierAppleStandHour</td>\n",
       "      <td>None</td>\n",
       "      <td>[type, sourceName, sourceVersion, creationDate, startDate, endDate, value]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeHiking</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeCoreTraining</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeCooldown</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeCycling</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Nike Run Club</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Nike Training</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Nike Training</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeCrossTraining</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Nike Training</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Nike Training</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Workout</td>\n",
       "      <td>ViewRanger</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Workout</td>\n",
       "      <td>Wikiloc</td>\n",
       "      <td>None</td>\n",
       "      <td>HKWorkoutActivityTypeHiking</td>\n",
       "      <td>[workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Tag                     Source  \\\n",
       "0   ActivitySummary                       None   \n",
       "1       Correlation              HealthManager   \n",
       "2        ExportDate                       None   \n",
       "3                Me                       None   \n",
       "4            Record     Apple Watch di Michele   \n",
       "5            Record     Apple Watch di Michele   \n",
       "6            Record     Apple Watch di Michele   \n",
       "7            Record     Apple Watch di Michele   \n",
       "8            Record     Apple Watch di Michele   \n",
       "9            Record     Apple Watch di Michele   \n",
       "10           Record     Apple Watch di Michele   \n",
       "11           Record     Apple Watch di Michele   \n",
       "12           Record     Apple Watch di Michele   \n",
       "13           Record     Apple Watch di Michele   \n",
       "14           Record     Apple Watch di Michele   \n",
       "15           Record     Apple Watch di Michele   \n",
       "16           Record     Apple Watch di Michele   \n",
       "17           Record     Apple Watch di Michele   \n",
       "18           Record     Apple Watch di Michele   \n",
       "19           Record     Apple Watch di Michele   \n",
       "20           Record     Apple Watch di Michele   \n",
       "21           Record     Apple Watch di Michele   \n",
       "22           Record     Apple Watch di Michele   \n",
       "23           Record     Apple Watch di Michele   \n",
       "24           Record     Apple Watch di Michele   \n",
       "25           Record     Apple Watch di Michele   \n",
       "26           Record     Apple Watch di Michele   \n",
       "27           Record     Apple Watch di Michele   \n",
       "28           Record     Apple Watch di Michele   \n",
       "29           Record                   EufyLife   \n",
       "30           Record                   EufyLife   \n",
       "31           Record                   EufyLife   \n",
       "32           Record                   EufyLife   \n",
       "33           Record                   EufyLife   \n",
       "34           Record              HealthManager   \n",
       "35           Record              HealthManager   \n",
       "36           Record              HealthManager   \n",
       "37           Record              Nike Run Club   \n",
       "38           Record              Nike Run Club   \n",
       "39           Record              Nike Run Club   \n",
       "40           Record              Nike Training   \n",
       "41           Record                   Orologio   \n",
       "42           Record                     Salute   \n",
       "43           Record                     Salute   \n",
       "44           Record                     Salute   \n",
       "45           Record                     Salute   \n",
       "46           Record                      Sonno   \n",
       "47           Record                 ViewRanger   \n",
       "48           Record                 ViewRanger   \n",
       "49           Record  iPhone di Michele Alberti   \n",
       "50           Record  iPhone di Michele Alberti   \n",
       "51           Record  iPhone di Michele Alberti   \n",
       "52           Record  iPhone di Michele Alberti   \n",
       "53           Record  iPhone di Michele Alberti   \n",
       "54           Record  iPhone di Michele Alberti   \n",
       "55           Record  iPhone di Michele Alberti   \n",
       "56           Record  iPhone di Michele Alberti   \n",
       "57           Record  iPhone di Michele Alberti   \n",
       "58           Record  iPhone di Michele Alberti   \n",
       "59           Record  iPhone di Michele Alberti   \n",
       "60           Record  iPhone di Michele Alberti   \n",
       "61           Record  iPhone di Michele Alberti   \n",
       "62          Workout     Apple Watch di Michele   \n",
       "63          Workout     Apple Watch di Michele   \n",
       "64          Workout     Apple Watch di Michele   \n",
       "65          Workout     Apple Watch di Michele   \n",
       "66          Workout     Apple Watch di Michele   \n",
       "67          Workout     Apple Watch di Michele   \n",
       "68          Workout     Apple Watch di Michele   \n",
       "69          Workout     Apple Watch di Michele   \n",
       "70          Workout     Apple Watch di Michele   \n",
       "71          Workout              Nike Run Club   \n",
       "72          Workout              Nike Training   \n",
       "73          Workout              Nike Training   \n",
       "74          Workout              Nike Training   \n",
       "75          Workout              Nike Training   \n",
       "76          Workout                 ViewRanger   \n",
       "77          Workout                    Wikiloc   \n",
       "\n",
       "                                               Record Type  \\\n",
       "0                                                     None   \n",
       "1                 HKCorrelationTypeIdentifierBloodPressure   \n",
       "2                                                     None   \n",
       "3                                                     None   \n",
       "4                        HKQuantityTypeIdentifierHeartRate   \n",
       "5                        HKQuantityTypeIdentifierStepCount   \n",
       "6           HKQuantityTypeIdentifierDistanceWalkingRunning   \n",
       "7                HKQuantityTypeIdentifierBasalEnergyBurned   \n",
       "8               HKQuantityTypeIdentifierActiveEnergyBurned   \n",
       "9                   HKQuantityTypeIdentifierFlightsClimbed   \n",
       "10               HKQuantityTypeIdentifierAppleExerciseTime   \n",
       "11                 HKQuantityTypeIdentifierDistanceCycling   \n",
       "12                HKQuantityTypeIdentifierDistanceSwimming   \n",
       "13             HKQuantityTypeIdentifierSwimmingStrokeCount   \n",
       "14                HKQuantityTypeIdentifierRestingHeartRate   \n",
       "15                          HKQuantityTypeIdentifierVO2Max   \n",
       "16         HKQuantityTypeIdentifierWalkingHeartRateAverage   \n",
       "17      HKQuantityTypeIdentifierEnvironmentalAudioExposure   \n",
       "18          HKQuantityTypeIdentifierHeadphoneAudioExposure   \n",
       "19                  HKQuantityTypeIdentifierAppleStandTime   \n",
       "20                HKQuantityTypeIdentifierStairAscentSpeed   \n",
       "21               HKQuantityTypeIdentifierStairDescentSpeed   \n",
       "22                   HKCategoryTypeIdentifierSleepAnalysis   \n",
       "23                  HKCategoryTypeIdentifierAppleStandHour   \n",
       "24                  HKCategoryTypeIdentifierMindfulSession   \n",
       "25               HKCategoryTypeIdentifierLowHeartRateEvent   \n",
       "26              HKCategoryTypeIdentifierAudioExposureEvent   \n",
       "27                HKCategoryTypeIdentifierHandwashingEvent   \n",
       "28        HKQuantityTypeIdentifierHeartRateVariabilitySDNN   \n",
       "29                   HKQuantityTypeIdentifierBodyMassIndex   \n",
       "30                          HKQuantityTypeIdentifierHeight   \n",
       "31                        HKQuantityTypeIdentifierBodyMass   \n",
       "32               HKQuantityTypeIdentifierBodyFatPercentage   \n",
       "33                    HKQuantityTypeIdentifierLeanBodyMass   \n",
       "34                       HKQuantityTypeIdentifierHeartRate   \n",
       "35           HKQuantityTypeIdentifierBloodPressureSystolic   \n",
       "36          HKQuantityTypeIdentifierBloodPressureDiastolic   \n",
       "37                       HKQuantityTypeIdentifierHeartRate   \n",
       "38          HKQuantityTypeIdentifierDistanceWalkingRunning   \n",
       "39              HKQuantityTypeIdentifierActiveEnergyBurned   \n",
       "40              HKQuantityTypeIdentifierActiveEnergyBurned   \n",
       "41                   HKCategoryTypeIdentifierSleepAnalysis   \n",
       "42                          HKQuantityTypeIdentifierHeight   \n",
       "43                        HKQuantityTypeIdentifierBodyMass   \n",
       "44                 HKQuantityTypeIdentifierDistanceCycling   \n",
       "45                             HKDataTypeSleepDurationGoal   \n",
       "46                             HKDataTypeSleepDurationGoal   \n",
       "47          HKQuantityTypeIdentifierDistanceWalkingRunning   \n",
       "48              HKQuantityTypeIdentifierActiveEnergyBurned   \n",
       "49                       HKQuantityTypeIdentifierStepCount   \n",
       "50          HKQuantityTypeIdentifierDistanceWalkingRunning   \n",
       "51                  HKQuantityTypeIdentifierFlightsClimbed   \n",
       "52               HKQuantityTypeIdentifierAppleExerciseTime   \n",
       "53          HKQuantityTypeIdentifierHeadphoneAudioExposure   \n",
       "54  HKQuantityTypeIdentifierWalkingDoubleSupportPercentage   \n",
       "55       HKQuantityTypeIdentifierSixMinuteWalkTestDistance   \n",
       "56                  HKQuantityTypeIdentifierAppleStandTime   \n",
       "57                    HKQuantityTypeIdentifierWalkingSpeed   \n",
       "58               HKQuantityTypeIdentifierWalkingStepLength   \n",
       "59      HKQuantityTypeIdentifierWalkingAsymmetryPercentage   \n",
       "60                   HKCategoryTypeIdentifierSleepAnalysis   \n",
       "61                  HKCategoryTypeIdentifierAppleStandHour   \n",
       "62                                                    None   \n",
       "63                                                    None   \n",
       "64                                                    None   \n",
       "65                                                    None   \n",
       "66                                                    None   \n",
       "67                                                    None   \n",
       "68                                                    None   \n",
       "69                                                    None   \n",
       "70                                                    None   \n",
       "71                                                    None   \n",
       "72                                                    None   \n",
       "73                                                    None   \n",
       "74                                                    None   \n",
       "75                                                    None   \n",
       "76                                                    None   \n",
       "77                                                    None   \n",
       "\n",
       "                                          Workout Type  \\\n",
       "0                                                 None   \n",
       "1                                                 None   \n",
       "2                                                 None   \n",
       "3                                                 None   \n",
       "4                                                 None   \n",
       "5                                                 None   \n",
       "6                                                 None   \n",
       "7                                                 None   \n",
       "8                                                 None   \n",
       "9                                                 None   \n",
       "10                                                None   \n",
       "11                                                None   \n",
       "12                                                None   \n",
       "13                                                None   \n",
       "14                                                None   \n",
       "15                                                None   \n",
       "16                                                None   \n",
       "17                                                None   \n",
       "18                                                None   \n",
       "19                                                None   \n",
       "20                                                None   \n",
       "21                                                None   \n",
       "22                                                None   \n",
       "23                                                None   \n",
       "24                                                None   \n",
       "25                                                None   \n",
       "26                                                None   \n",
       "27                                                None   \n",
       "28                                                None   \n",
       "29                                                None   \n",
       "30                                                None   \n",
       "31                                                None   \n",
       "32                                                None   \n",
       "33                                                None   \n",
       "34                                                None   \n",
       "35                                                None   \n",
       "36                                                None   \n",
       "37                                                None   \n",
       "38                                                None   \n",
       "39                                                None   \n",
       "40                                                None   \n",
       "41                                                None   \n",
       "42                                                None   \n",
       "43                                                None   \n",
       "44                                                None   \n",
       "45                                                None   \n",
       "46                                                None   \n",
       "47                                                None   \n",
       "48                                                None   \n",
       "49                                                None   \n",
       "50                                                None   \n",
       "51                                                None   \n",
       "52                                                None   \n",
       "53                                                None   \n",
       "54                                                None   \n",
       "55                                                None   \n",
       "56                                                None   \n",
       "57                                                None   \n",
       "58                                                None   \n",
       "59                                                None   \n",
       "60                                                None   \n",
       "61                                                None   \n",
       "62                        HKWorkoutActivityTypeWalking   \n",
       "63                         HKWorkoutActivityTypeTennis   \n",
       "64                         HKWorkoutActivityTypeHiking   \n",
       "65                       HKWorkoutActivityTypeSwimming   \n",
       "66                          HKWorkoutActivityTypeOther   \n",
       "67                        HKWorkoutActivityTypeRunning   \n",
       "68                   HKWorkoutActivityTypeCoreTraining   \n",
       "69                       HKWorkoutActivityTypeCooldown   \n",
       "70                        HKWorkoutActivityTypeCycling   \n",
       "71                        HKWorkoutActivityTypeRunning   \n",
       "72  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "73                  HKWorkoutActivityTypeCrossTraining   \n",
       "74     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "75                          HKWorkoutActivityTypeOther   \n",
       "76                        HKWorkoutActivityTypeWalking   \n",
       "77                         HKWorkoutActivityTypeHiking   \n",
       "\n",
       "                                                                                                                                                                                                                                         Attributes  \n",
       "0                                            [dateComponents, activeEnergyBurned, activeEnergyBurnedGoal, activeEnergyBurnedUnit, appleMoveTime, appleMoveTimeGoal, appleExerciseTime, appleExerciseTimeGoal, appleStandHours, appleStandHoursGoal]  \n",
       "1                                                                                                                                                                               [type, sourceName, sourceVersion, creationDate, startDate, endDate]  \n",
       "2                                                                                                                                                                                                                                           [value]  \n",
       "3   [HKCharacteristicTypeIdentifierDateOfBirth, HKCharacteristicTypeIdentifierBiologicalSex, HKCharacteristicTypeIdentifierBloodType, HKCharacteristicTypeIdentifierFitzpatrickSkinType, HKCharacteristicTypeIdentifierCardioFitnessMedicationsUse]  \n",
       "4                                                                                                                                                          [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "5                                                                                                                                                          [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "6                                                                                                                                                          [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "7                                                                                                                                                          [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "8                                                                                                                                                          [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "9                                                                                                                                                          [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "10                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "11                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "12                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "13                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "14                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "15                                                                                                                                                                                [type, sourceName, unit, creationDate, startDate, endDate, value]  \n",
       "16                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "17                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "18                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "19                                                                                                                                                                                [type, sourceName, unit, creationDate, startDate, endDate, value]  \n",
       "20                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "21                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "22                                                                                                                                                                       [type, sourceName, sourceVersion, creationDate, startDate, endDate, value]  \n",
       "23                                                                                                                                                               [type, sourceName, sourceVersion, device, creationDate, startDate, endDate, value]  \n",
       "24                                                                                                                                                                              [type, sourceName, sourceVersion, creationDate, startDate, endDate]  \n",
       "25                                                                                                                                                                      [type, sourceName, sourceVersion, device, creationDate, startDate, endDate]  \n",
       "26                                                                                                                                                                              [type, sourceName, device, creationDate, startDate, endDate, value]  \n",
       "27                                                                                                                                                                              [type, sourceName, sourceVersion, creationDate, startDate, endDate]  \n",
       "28                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "29                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "30                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "31                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "32                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "33                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "34                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "35                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "36                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "37                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "38                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "39                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "40                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "41                                                                                                                                                               [type, sourceName, sourceVersion, device, creationDate, startDate, endDate, value]  \n",
       "42                                                                                                                                                                                [type, sourceName, unit, creationDate, startDate, endDate, value]  \n",
       "43                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "44                                                                                                                                                                                [type, sourceName, unit, creationDate, startDate, endDate, value]  \n",
       "45                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "46                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "47                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "48                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "49                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "50                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "51                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "52                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "53                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "54                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "55                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "56                                                                                                                                                                 [type, sourceName, sourceVersion, unit, creationDate, startDate, endDate, value]  \n",
       "57                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "58                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "59                                                                                                                                                         [type, sourceName, sourceVersion, device, unit, creationDate, startDate, endDate, value]  \n",
       "60                                                                                                                                                                       [type, sourceName, sourceVersion, creationDate, startDate, endDate, value]  \n",
       "61                                                                                                                                                                       [type, sourceName, sourceVersion, creationDate, startDate, endDate, value]  \n",
       "62                                                   [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]  \n",
       "63                                                   [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]  \n",
       "64                                                   [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]  \n",
       "65                                                   [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]  \n",
       "66                                                   [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]  \n",
       "67                                                   [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]  \n",
       "68                                                   [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]  \n",
       "69                                                   [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]  \n",
       "70                                                   [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]  \n",
       "71                                                           [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, creationDate, startDate, endDate]  \n",
       "72                                                           [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, creationDate, startDate, endDate]  \n",
       "73                                                           [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, creationDate, startDate, endDate]  \n",
       "74                                                           [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, creationDate, startDate, endDate]  \n",
       "75                                                   [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]  \n",
       "76                                                           [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, creationDate, startDate, endDate]  \n",
       "77                                                   [workoutActivityType, duration, durationUnit, totalDistance, totalDistanceUnit, totalEnergyBurned, totalEnergyBurnedUnit, sourceName, sourceVersion, device, creationDate, startDate, endDate]  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Print a table with unique combinations of tag, type, workout type \n",
    "df_rows = []\n",
    "for child in root_data:\n",
    "    if (child.tag, child.get('sourceName'), child.get('type'), child.get('workoutActivityType')) \\\n",
    "    not in [(t, src, ty, wty) for t, src, ty, wty, att in df_rows]:\n",
    "        df_rows.append((child.tag, child.get('sourceName'), child.get('type'), \n",
    "                        child.get('workoutActivityType'), list(child.attrib.keys())))\n",
    "df = pd.DataFrame(df_rows, \n",
    "                  columns=['Tag', 'Source', 'Record Type', 'Workout Type', 'Attributes']\n",
    "                 ).sort_values(['Tag', 'Source']).reset_index(drop=True)\n",
    "display(df)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "11315d1a",
   "metadata": {},
   "source": [
    "We see two *tags* of interest with regards to *walking* and *running* activities:\n",
    "- `Workout`: physical activity, *duration* and *energy burned* are the relevant data stored for this class.\\\n",
    "Workouts activity type is listed under the *Workout Type* column.\n",
    "- `Record`: parameters recorded during activities, a *numeric value* and a *unit of measurement* is available for each record. Every record is contrasigned by a *type* attribute as shown in the *Record Type* column.\n",
    "\n",
    "## Data preparation\n",
    "Now we can transform *workouts* and *records* to Python objects.\\\n",
    "For this scope I have moved all the code into a dedicated **Python module** (`healthkit.py`).\n",
    "I have built some classes (*HKWorkout* and *HKRecord*) to support the analysis based on the table above:\n",
    "basically each attribute of *records* and *workouts* is saved into a dedicated class property.\n",
    "Outputs from `ElementTree` functions are `strings`, so each class take care of data type conversion (to `float`) when appropriate.\\\n",
    "To keep the code *clean* inside the notebook, I call `load_workouts`and `load_records` from the `healthkit` module.\n",
    "Those functions take advantage from `concurrent` package to exploit **multi-threading**: we have a lot of data to analyze and *threading* speeds up the process.\n",
    "\n",
    "A table with existing workouts (sorted by *data source* and *starting time*) is then displayed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "1e3d635d",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 379/379 [00:00<00:00, 1826.08wrk/s, Submit jobs for Workout]\n",
      "100%|██████████| 379/379 [00:00<00:00, 297073.67wrk/s, Convert Workout]\n",
      "100%|██████████| 1368056/1368056 [00:40<00:00, 33770.79rec/s, Submit jobs for Record]\n",
      "100%|██████████| 1368056/1368056 [10:07<00:00, 2250.25rec/s, Convert Record]\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Activity</th>\n",
       "      <th>Start</th>\n",
       "      <th>End</th>\n",
       "      <th>Source</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-06-03 12:49:17+02:00</td>\n",
       "      <td>2020-06-03 13:14:04+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-06-03 14:10:59+02:00</td>\n",
       "      <td>2020-06-03 14:31:26+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-06-06 15:13:00+02:00</td>\n",
       "      <td>2020-06-06 17:07:35+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-06-09 17:41:38+02:00</td>\n",
       "      <td>2020-06-09 18:13:07+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-06-10 08:08:20+02:00</td>\n",
       "      <td>2020-06-10 08:47:00+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-06-11 18:39:38+02:00</td>\n",
       "      <td>2020-06-11 19:30:22+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-06-14 16:49:37+02:00</td>\n",
       "      <td>2020-06-14 17:19:41+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-06-15 17:19:22+02:00</td>\n",
       "      <td>2020-06-15 18:00:07+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-06-16 12:47:41+02:00</td>\n",
       "      <td>2020-06-16 13:10:05+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-06-19 20:07:09+02:00</td>\n",
       "      <td>2020-06-19 21:11:36+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>HKWorkoutActivityTypeHiking</td>\n",
       "      <td>2020-06-21 11:01:29+02:00</td>\n",
       "      <td>2020-06-21 17:24:12+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-06-22 17:17:28+02:00</td>\n",
       "      <td>2020-06-22 18:03:32+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-06-22 18:54:01+02:00</td>\n",
       "      <td>2020-06-22 19:51:46+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-06-26 07:48:24+02:00</td>\n",
       "      <td>2020-06-26 08:37:21+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-06-29 18:16:30+02:00</td>\n",
       "      <td>2020-06-29 18:48:39+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-06-30 07:59:22+02:00</td>\n",
       "      <td>2020-06-30 08:56:08+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-07-02 19:09:58+02:00</td>\n",
       "      <td>2020-07-02 20:01:21+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-07-04 16:51:11+02:00</td>\n",
       "      <td>2020-07-04 17:22:28+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>HKWorkoutActivityTypeHiking</td>\n",
       "      <td>2020-07-05 10:14:47+02:00</td>\n",
       "      <td>2020-07-05 11:41:54+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-07-06 18:17:38+02:00</td>\n",
       "      <td>2020-07-06 18:26:41+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-07-07 08:00:58+02:00</td>\n",
       "      <td>2020-07-07 08:53:30+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-07-08 21:45:16+02:00</td>\n",
       "      <td>2020-07-08 22:38:16+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-07-09 19:08:18+02:00</td>\n",
       "      <td>2020-07-09 19:53:28+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>HKWorkoutActivityTypeHiking</td>\n",
       "      <td>2020-07-11 09:01:39+02:00</td>\n",
       "      <td>2020-07-11 11:55:43+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>HKWorkoutActivityTypeHiking</td>\n",
       "      <td>2020-07-11 12:48:23+02:00</td>\n",
       "      <td>2020-07-11 18:05:32+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-07-12 11:38:59+02:00</td>\n",
       "      <td>2020-07-12 11:50:15+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-07-13 18:06:13+02:00</td>\n",
       "      <td>2020-07-13 18:11:39+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-07-18 17:38:09+02:00</td>\n",
       "      <td>2020-07-18 18:35:33+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-07-19 17:39:23+02:00</td>\n",
       "      <td>2020-07-19 18:08:50+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-07-19 20:19:58+02:00</td>\n",
       "      <td>2020-07-19 20:55:39+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-07-22 07:51:54+02:00</td>\n",
       "      <td>2020-07-22 08:41:09+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-07-23 07:51:58+02:00</td>\n",
       "      <td>2020-07-23 08:43:06+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-07-26 16:31:44+02:00</td>\n",
       "      <td>2020-07-26 16:47:06+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-07-29 08:11:14+02:00</td>\n",
       "      <td>2020-07-29 08:38:23+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-07-29 20:02:16+02:00</td>\n",
       "      <td>2020-07-29 21:11:22+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-07-30 07:55:32+02:00</td>\n",
       "      <td>2020-07-30 08:45:49+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-07-31 17:56:40+02:00</td>\n",
       "      <td>2020-07-31 18:01:19+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-07-31 18:48:42+02:00</td>\n",
       "      <td>2020-07-31 19:00:57+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-01 17:57:25+02:00</td>\n",
       "      <td>2020-08-01 19:04:18+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-02 11:24:53+02:00</td>\n",
       "      <td>2020-08-02 12:04:50+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-02 12:18:31+02:00</td>\n",
       "      <td>2020-08-02 13:07:50+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-02 16:14:38+02:00</td>\n",
       "      <td>2020-08-02 16:22:27+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-04 08:11:50+02:00</td>\n",
       "      <td>2020-08-04 08:54:32+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-04 21:18:47+02:00</td>\n",
       "      <td>2020-08-04 22:28:04+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-05 07:55:19+02:00</td>\n",
       "      <td>2020-08-05 08:45:51+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-06 08:30:21+02:00</td>\n",
       "      <td>2020-08-06 08:43:06+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-06 18:19:43+02:00</td>\n",
       "      <td>2020-08-06 18:58:21+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-07 07:47:16+02:00</td>\n",
       "      <td>2020-08-07 08:41:24+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-08 11:24:18+02:00</td>\n",
       "      <td>2020-08-08 12:52:57+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-08 16:12:56+02:00</td>\n",
       "      <td>2020-08-08 16:27:56+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-09 09:34:31+02:00</td>\n",
       "      <td>2020-08-09 10:45:50+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-09 17:13:04+02:00</td>\n",
       "      <td>2020-08-09 17:21:31+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-10 11:08:00+02:00</td>\n",
       "      <td>2020-08-10 11:28:14+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-10 11:59:07+02:00</td>\n",
       "      <td>2020-08-10 12:05:47+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-10 15:37:34+02:00</td>\n",
       "      <td>2020-08-10 15:43:13+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-12 10:37:10+02:00</td>\n",
       "      <td>2020-08-12 10:42:23+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-12 11:21:47+02:00</td>\n",
       "      <td>2020-08-12 11:26:21+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-13 16:21:58+02:00</td>\n",
       "      <td>2020-08-13 16:29:59+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-13 16:53:08+02:00</td>\n",
       "      <td>2020-08-13 17:12:52+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-14 11:41:02+02:00</td>\n",
       "      <td>2020-08-14 12:17:30+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-15 21:50:59+02:00</td>\n",
       "      <td>2020-08-15 23:24:42+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-16 11:17:59+02:00</td>\n",
       "      <td>2020-08-16 11:24:25+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-16 17:14:53+02:00</td>\n",
       "      <td>2020-08-16 17:24:31+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-16 21:45:07+02:00</td>\n",
       "      <td>2020-08-16 22:13:17+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-17 16:47:12+02:00</td>\n",
       "      <td>2020-08-17 17:38:59+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-19 11:50:21+02:00</td>\n",
       "      <td>2020-08-19 11:59:09+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-08-19 16:46:10+02:00</td>\n",
       "      <td>2020-08-19 18:32:45+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-20 11:58:24+02:00</td>\n",
       "      <td>2020-08-20 12:03:00+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-20 17:12:09+02:00</td>\n",
       "      <td>2020-08-20 18:03:35+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-20 21:04:07+02:00</td>\n",
       "      <td>2020-08-20 22:02:16+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-21 10:38:32+02:00</td>\n",
       "      <td>2020-08-21 10:44:12+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-21 21:43:36+02:00</td>\n",
       "      <td>2020-08-21 22:50:50+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-22 15:04:45+02:00</td>\n",
       "      <td>2020-08-22 15:13:33+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "      <td>2020-08-22 17:15:07+02:00</td>\n",
       "      <td>2020-08-22 17:19:03+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-24 07:55:55+02:00</td>\n",
       "      <td>2020-08-24 08:45:17+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-26 18:06:26+02:00</td>\n",
       "      <td>2020-08-26 19:12:48+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-27 18:01:08+02:00</td>\n",
       "      <td>2020-08-27 19:05:44+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-28 07:53:42+02:00</td>\n",
       "      <td>2020-08-28 08:39:21+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-30 00:59:53+02:00</td>\n",
       "      <td>2020-08-30 01:14:57+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-30 19:02:55+02:00</td>\n",
       "      <td>2020-08-30 20:17:41+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-08-30 21:56:24+02:00</td>\n",
       "      <td>2020-08-30 23:08:26+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-08-31 19:18:46+02:00</td>\n",
       "      <td>2020-08-31 20:06:11+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-09-02 18:51:28+02:00</td>\n",
       "      <td>2020-09-02 19:30:18+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-09-07 19:15:06+02:00</td>\n",
       "      <td>2020-09-07 20:00:10+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-09-08 07:56:05+02:00</td>\n",
       "      <td>2020-09-08 08:33:01+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-09-09 07:47:17+02:00</td>\n",
       "      <td>2020-09-09 08:42:12+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-09-14 17:37:12+02:00</td>\n",
       "      <td>2020-09-14 18:45:54+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-09-18 07:55:02+02:00</td>\n",
       "      <td>2020-09-18 08:34:40+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-09-20 20:32:17+02:00</td>\n",
       "      <td>2020-09-20 20:58:25+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-09-21 18:57:14+02:00</td>\n",
       "      <td>2020-09-21 20:09:00+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-09-22 12:15:54+02:00</td>\n",
       "      <td>2020-09-22 13:29:59+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-09-25 08:11:49+02:00</td>\n",
       "      <td>2020-09-25 08:50:09+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-09-28 17:22:49+02:00</td>\n",
       "      <td>2020-09-28 18:05:18+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-10-02 08:05:14+02:00</td>\n",
       "      <td>2020-10-02 08:49:03+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-10-04 15:33:57+02:00</td>\n",
       "      <td>2020-10-04 16:46:09+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-10-05 19:00:17+02:00</td>\n",
       "      <td>2020-10-05 20:22:24+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-10-08 07:44:46+02:00</td>\n",
       "      <td>2020-10-08 08:36:22+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-10-12 19:07:39+02:00</td>\n",
       "      <td>2020-10-12 19:54:44+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-10-15 19:16:30+02:00</td>\n",
       "      <td>2020-10-15 20:59:47+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-10-16 07:34:38+02:00</td>\n",
       "      <td>2020-10-16 08:42:58+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-10-19 18:19:33+02:00</td>\n",
       "      <td>2020-10-19 20:03:09+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-10-23 07:55:00+02:00</td>\n",
       "      <td>2020-10-23 08:27:42+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-10-27 18:54:47+02:00</td>\n",
       "      <td>2020-10-27 19:27:10+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-10-28 08:29:07+02:00</td>\n",
       "      <td>2020-10-28 09:33:17+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-10-28 13:14:05+02:00</td>\n",
       "      <td>2020-10-28 13:35:48+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-10-28 14:38:03+02:00</td>\n",
       "      <td>2020-10-28 15:03:29+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-10-30 08:16:47+02:00</td>\n",
       "      <td>2020-10-30 09:42:08+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-11-02 08:36:03+02:00</td>\n",
       "      <td>2020-11-02 09:21:28+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2020-11-04 08:29:20+02:00</td>\n",
       "      <td>2020-11-04 09:25:46+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-11-17 19:30:04+02:00</td>\n",
       "      <td>2020-11-17 20:22:08+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-11-21 17:38:43+02:00</td>\n",
       "      <td>2020-11-21 18:40:27+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-11-25 16:31:14+02:00</td>\n",
       "      <td>2020-11-25 18:23:06+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-11-28 17:33:34+02:00</td>\n",
       "      <td>2020-11-28 19:21:53+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-03 19:43:25+02:00</td>\n",
       "      <td>2020-12-03 20:50:21+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-05 17:20:36+02:00</td>\n",
       "      <td>2020-12-05 18:53:14+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-06 17:03:59+02:00</td>\n",
       "      <td>2020-12-06 18:31:05+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-12 14:46:22+02:00</td>\n",
       "      <td>2020-12-12 16:53:42+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-13 16:55:20+02:00</td>\n",
       "      <td>2020-12-13 18:40:03+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-13 18:56:40+02:00</td>\n",
       "      <td>2020-12-13 19:33:14+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-20 20:09:43+02:00</td>\n",
       "      <td>2020-12-20 20:52:32+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-12-21 14:18:32+02:00</td>\n",
       "      <td>2020-12-21 14:21:57+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-25 11:57:59+02:00</td>\n",
       "      <td>2020-12-25 12:25:28+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-26 13:08:33+02:00</td>\n",
       "      <td>2020-12-26 13:44:12+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-26 17:19:49+02:00</td>\n",
       "      <td>2020-12-26 17:51:16+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>HKWorkoutActivityTypeCoreTraining</td>\n",
       "      <td>2020-12-26 22:45:37+02:00</td>\n",
       "      <td>2020-12-26 22:55:49+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-28 16:39:28+02:00</td>\n",
       "      <td>2020-12-28 18:57:36+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>HKWorkoutActivityTypeCooldown</td>\n",
       "      <td>2020-12-28 21:55:47+02:00</td>\n",
       "      <td>2020-12-28 22:00:52+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-12-30 16:20:35+02:00</td>\n",
       "      <td>2020-12-30 18:13:16+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-03 18:17:38+02:00</td>\n",
       "      <td>2021-01-03 19:39:59+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-04 18:26:16+02:00</td>\n",
       "      <td>2021-01-04 20:01:36+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-05 17:37:33+02:00</td>\n",
       "      <td>2021-01-05 19:41:01+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-06 18:43:45+02:00</td>\n",
       "      <td>2021-01-06 19:55:42+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-07 20:00:39+02:00</td>\n",
       "      <td>2021-01-07 20:44:46+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-09 18:20:25+02:00</td>\n",
       "      <td>2021-01-09 19:22:25+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-10 17:18:53+02:00</td>\n",
       "      <td>2021-01-10 18:32:25+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>HKWorkoutActivityTypeCoreTraining</td>\n",
       "      <td>2021-01-10 21:20:31+02:00</td>\n",
       "      <td>2021-01-10 21:30:38+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-12 19:04:14+02:00</td>\n",
       "      <td>2021-01-12 20:26:02+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-13 14:40:55+02:00</td>\n",
       "      <td>2021-01-13 15:09:27+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-15 19:26:04+02:00</td>\n",
       "      <td>2021-01-15 20:39:41+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-16 17:05:07+02:00</td>\n",
       "      <td>2021-01-16 18:52:29+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-17 13:22:56+02:00</td>\n",
       "      <td>2021-01-17 13:47:43+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-17 16:06:08+02:00</td>\n",
       "      <td>2021-01-17 16:40:23+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-19 19:26:26+02:00</td>\n",
       "      <td>2021-01-19 23:21:00+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-20 15:47:21+02:00</td>\n",
       "      <td>2021-01-20 16:11:34+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-20 19:12:41+02:00</td>\n",
       "      <td>2021-01-20 19:43:50+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-20 20:04:03+02:00</td>\n",
       "      <td>2021-01-20 20:32:56+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-23 16:38:02+02:00</td>\n",
       "      <td>2021-01-23 17:45:15+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-23 18:39:51+02:00</td>\n",
       "      <td>2021-01-23 19:07:37+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-25 20:28:58+02:00</td>\n",
       "      <td>2021-01-25 21:08:05+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-26 19:15:50+02:00</td>\n",
       "      <td>2021-01-26 19:46:27+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-26 20:08:59+02:00</td>\n",
       "      <td>2021-01-26 20:36:02+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-27 19:21:39+02:00</td>\n",
       "      <td>2021-01-27 19:52:32+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-27 20:08:47+02:00</td>\n",
       "      <td>2021-01-27 20:34:21+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>HKWorkoutActivityTypeCycling</td>\n",
       "      <td>2021-01-28 13:40:13+02:00</td>\n",
       "      <td>2021-01-28 13:49:43+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>HKWorkoutActivityTypeCycling</td>\n",
       "      <td>2021-01-28 14:53:03+02:00</td>\n",
       "      <td>2021-01-28 15:06:50+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-30 17:08:35+02:00</td>\n",
       "      <td>2021-01-30 17:58:54+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-01-31 17:25:54+02:00</td>\n",
       "      <td>2021-01-31 19:11:07+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-01 19:55:45+02:00</td>\n",
       "      <td>2021-02-01 20:23:46+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-01 20:39:18+02:00</td>\n",
       "      <td>2021-02-01 21:07:14+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-02-02 08:55:01+02:00</td>\n",
       "      <td>2021-02-02 09:38:27+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-03 20:02:12+02:00</td>\n",
       "      <td>2021-02-03 20:31:24+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-03 21:08:48+02:00</td>\n",
       "      <td>2021-02-03 21:33:33+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-02-05 08:48:21+02:00</td>\n",
       "      <td>2021-02-05 09:39:27+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-06 18:26:14+02:00</td>\n",
       "      <td>2021-02-06 19:03:22+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-06 20:22:55+02:00</td>\n",
       "      <td>2021-02-06 20:57:15+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-02-08 18:22:17+02:00</td>\n",
       "      <td>2021-02-08 19:13:09+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-09 14:50:21+02:00</td>\n",
       "      <td>2021-02-09 15:13:55+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-09 18:56:40+02:00</td>\n",
       "      <td>2021-02-09 19:29:41+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-09 19:58:09+02:00</td>\n",
       "      <td>2021-02-09 20:26:59+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-02-10 08:51:00+02:00</td>\n",
       "      <td>2021-02-10 09:41:53+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-13 17:33:54+02:00</td>\n",
       "      <td>2021-02-13 18:15:24+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-02-15 18:22:10+02:00</td>\n",
       "      <td>2021-02-15 19:01:09+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-02-18 08:47:13+02:00</td>\n",
       "      <td>2021-02-18 09:35:17+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-02-19 08:59:18+02:00</td>\n",
       "      <td>2021-02-19 09:33:16+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-02-20 10:02:38+02:00</td>\n",
       "      <td>2021-02-20 11:07:30+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-20 19:06:50+02:00</td>\n",
       "      <td>2021-02-20 19:41:27+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-20 19:58:21+02:00</td>\n",
       "      <td>2021-02-20 20:28:37+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-21 18:51:42+02:00</td>\n",
       "      <td>2021-02-21 19:20:46+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-02-21 19:44:47+02:00</td>\n",
       "      <td>2021-02-21 20:08:54+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-02-23 18:41:44+02:00</td>\n",
       "      <td>2021-02-23 19:13:12+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-02-26 08:47:37+02:00</td>\n",
       "      <td>2021-02-26 09:37:36+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-02 19:44:35+02:00</td>\n",
       "      <td>2021-03-02 20:11:38+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-02 20:54:26+02:00</td>\n",
       "      <td>2021-03-02 21:04:27+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-03-03 08:52:13+02:00</td>\n",
       "      <td>2021-03-03 09:42:04+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-03-05 08:47:49+02:00</td>\n",
       "      <td>2021-03-05 09:50:02+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-07 15:31:43+02:00</td>\n",
       "      <td>2021-03-07 17:04:32+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-03-10 08:47:17+02:00</td>\n",
       "      <td>2021-03-10 09:42:18+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-10 14:49:10+02:00</td>\n",
       "      <td>2021-03-10 15:09:21+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-03-12 08:31:02+02:00</td>\n",
       "      <td>2021-03-12 09:39:07+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-13 11:48:31+02:00</td>\n",
       "      <td>2021-03-13 13:06:57+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-14 13:00:48+02:00</td>\n",
       "      <td>2021-03-14 13:41:29+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-14 16:36:02+02:00</td>\n",
       "      <td>2021-03-14 17:08:58+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-03-17 08:47:32+02:00</td>\n",
       "      <td>2021-03-17 09:45:59+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-17 19:47:29+02:00</td>\n",
       "      <td>2021-03-17 20:26:09+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-17 21:15:15+02:00</td>\n",
       "      <td>2021-03-17 21:30:39+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-03-18 08:34:15+02:00</td>\n",
       "      <td>2021-03-18 09:24:42+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-19 19:33:00+02:00</td>\n",
       "      <td>2021-03-19 20:20:56+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-20 15:29:41+02:00</td>\n",
       "      <td>2021-03-20 17:00:22+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-21 16:05:32+02:00</td>\n",
       "      <td>2021-03-21 18:08:23+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-23 20:14:17+02:00</td>\n",
       "      <td>2021-03-23 21:08:30+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-03-24 08:47:10+02:00</td>\n",
       "      <td>2021-03-24 09:39:19+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-24 19:21:36+02:00</td>\n",
       "      <td>2021-03-24 19:58:19+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-03-25 19:22:47+02:00</td>\n",
       "      <td>2021-03-25 20:18:58+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-03-26 08:30:01+02:00</td>\n",
       "      <td>2021-03-26 09:19:19+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-03-27 10:48:56+02:00</td>\n",
       "      <td>2021-03-27 11:47:30+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-03-29 07:52:24+02:00</td>\n",
       "      <td>2021-03-29 08:38:18+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-03-31 07:47:48+02:00</td>\n",
       "      <td>2021-03-31 08:42:05+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-04-02 09:16:54+02:00</td>\n",
       "      <td>2021-04-02 11:18:40+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-02 15:33:34+02:00</td>\n",
       "      <td>2021-04-02 16:05:39+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-02 18:24:52+02:00</td>\n",
       "      <td>2021-04-02 18:57:09+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-03 14:51:39+02:00</td>\n",
       "      <td>2021-04-03 16:17:27+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-04 11:27:12+02:00</td>\n",
       "      <td>2021-04-04 12:17:11+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-04 17:42:19+02:00</td>\n",
       "      <td>2021-04-04 18:21:39+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-05 19:18:00+02:00</td>\n",
       "      <td>2021-04-05 20:01:03+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-06 20:16:28+02:00</td>\n",
       "      <td>2021-04-06 20:38:24+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-06 21:07:09+02:00</td>\n",
       "      <td>2021-04-06 21:38:07+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-04-07 07:52:21+02:00</td>\n",
       "      <td>2021-04-07 08:39:43+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-04-09 07:43:11+02:00</td>\n",
       "      <td>2021-04-09 08:35:10+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-04-10 09:51:38+02:00</td>\n",
       "      <td>2021-04-10 11:21:18+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-11 16:04:24+02:00</td>\n",
       "      <td>2021-04-11 16:34:28+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-11 16:59:54+02:00</td>\n",
       "      <td>2021-04-11 17:39:53+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-12 19:12:51+02:00</td>\n",
       "      <td>2021-04-12 20:25:08+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-04-13 07:47:47+02:00</td>\n",
       "      <td>2021-04-13 08:31:45+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-16 18:00:54+02:00</td>\n",
       "      <td>2021-04-16 18:34:06+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-16 19:06:49+02:00</td>\n",
       "      <td>2021-04-16 19:37:37+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-17 11:17:34+02:00</td>\n",
       "      <td>2021-04-17 12:52:12+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-18 11:40:09+02:00</td>\n",
       "      <td>2021-04-18 12:32:24+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-18 14:49:42+02:00</td>\n",
       "      <td>2021-04-18 15:48:49+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-04-19 07:50:43+02:00</td>\n",
       "      <td>2021-04-19 08:43:05+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-20 19:26:50+02:00</td>\n",
       "      <td>2021-04-20 19:47:58+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2021-04-20 19:58:47+02:00</td>\n",
       "      <td>2021-04-20 20:25:19+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-04-21 07:47:31+02:00</td>\n",
       "      <td>2021-04-21 08:41:38+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "      <td>2021-04-23 07:35:07+02:00</td>\n",
       "      <td>2021-04-23 08:22:13+02:00</td>\n",
       "      <td>Apple Watch di Michele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-05-18 18:44:30+02:00</td>\n",
       "      <td>2020-05-18 19:35:28+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-05-20 18:35:12+02:00</td>\n",
       "      <td>2020-05-20 19:27:24+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-05-22 18:49:46+02:00</td>\n",
       "      <td>2020-05-22 19:35:59+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-05-27 12:29:43+02:00</td>\n",
       "      <td>2020-05-27 13:25:40+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-06-05 18:09:26+02:00</td>\n",
       "      <td>2020-06-05 19:05:02+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-06-12 18:54:53+02:00</td>\n",
       "      <td>2020-06-12 19:27:19+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-06-16 18:19:59+02:00</td>\n",
       "      <td>2020-06-16 19:15:15+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-06-20 16:07:35+02:00</td>\n",
       "      <td>2020-06-20 17:58:09+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-06-25 12:34:05+02:00</td>\n",
       "      <td>2020-06-25 13:49:14+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-06-28 18:30:20+02:00</td>\n",
       "      <td>2020-06-28 19:24:30+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-07-15 13:28:13+02:00</td>\n",
       "      <td>2020-07-15 14:12:11+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-07-17 18:58:23+02:00</td>\n",
       "      <td>2020-07-17 19:41:59+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-07-20 18:02:20+02:00</td>\n",
       "      <td>2020-07-20 18:25:14+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-07-28 19:10:48+02:00</td>\n",
       "      <td>2020-07-28 20:10:09+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-08-25 18:27:27+02:00</td>\n",
       "      <td>2020-08-25 19:23:03+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-09-05 19:20:42+02:00</td>\n",
       "      <td>2020-09-05 20:11:47+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-09-06 17:10:45+02:00</td>\n",
       "      <td>2020-09-06 17:46:09+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-09-20 16:58:14+02:00</td>\n",
       "      <td>2020-09-20 17:39:54+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-09-27 17:40:37+02:00</td>\n",
       "      <td>2020-09-27 18:31:43+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-10-10 16:32:54+02:00</td>\n",
       "      <td>2020-10-10 17:29:04+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-10-17 17:08:42+02:00</td>\n",
       "      <td>2020-10-17 17:52:26+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-11-22 17:48:19+02:00</td>\n",
       "      <td>2020-11-22 18:11:01+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-11-27 13:38:20+02:00</td>\n",
       "      <td>2020-11-27 14:10:24+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-11-29 16:56:31+02:00</td>\n",
       "      <td>2020-11-29 17:43:20+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-12-14 13:45:35+02:00</td>\n",
       "      <td>2020-12-14 15:01:56+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-12-16 14:00:54+02:00</td>\n",
       "      <td>2020-12-16 14:48:02+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-12-17 14:25:19+02:00</td>\n",
       "      <td>2020-12-17 14:58:21+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-12-21 14:18:03+02:00</td>\n",
       "      <td>2020-12-21 14:52:11+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-12-22 14:13:13+02:00</td>\n",
       "      <td>2020-12-22 15:17:39+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-12-23 14:04:13+02:00</td>\n",
       "      <td>2020-12-23 14:39:05+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2020-12-27 16:52:13+02:00</td>\n",
       "      <td>2020-12-27 17:58:14+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-01-08 13:36:48+02:00</td>\n",
       "      <td>2021-01-08 14:11:59+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-01-12 14:05:20+02:00</td>\n",
       "      <td>2021-01-12 14:38:38+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-01-14 14:25:32+02:00</td>\n",
       "      <td>2021-01-14 14:56:00+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-01-18 14:01:03+02:00</td>\n",
       "      <td>2021-01-18 14:27:25+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-01-24 16:58:27+02:00</td>\n",
       "      <td>2021-01-24 17:35:19+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-01-26 14:21:55+02:00</td>\n",
       "      <td>2021-01-26 14:51:26+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-02-04 13:50:09+02:00</td>\n",
       "      <td>2021-02-04 14:27:29+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-02-11 14:23:56+02:00</td>\n",
       "      <td>2021-02-11 14:58:42+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-02-16 14:05:00+02:00</td>\n",
       "      <td>2021-02-16 14:38:52+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-02-22 14:11:44+02:00</td>\n",
       "      <td>2021-02-22 14:43:27+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-02-25 14:05:15+02:00</td>\n",
       "      <td>2021-02-25 14:40:10+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-02-28 17:22:51+02:00</td>\n",
       "      <td>2021-02-28 17:59:42+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-03-01 14:13:12+02:00</td>\n",
       "      <td>2021-03-01 14:44:53+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-03-04 14:18:01+02:00</td>\n",
       "      <td>2021-03-04 14:46:13+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-03-08 14:04:41+02:00</td>\n",
       "      <td>2021-03-08 14:34:38+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-03-09 13:58:06+02:00</td>\n",
       "      <td>2021-03-09 14:30:25+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-03-11 14:03:18+02:00</td>\n",
       "      <td>2021-03-11 14:32:55+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-03-15 14:23:45+02:00</td>\n",
       "      <td>2021-03-15 14:52:22+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-03-16 14:04:50+02:00</td>\n",
       "      <td>2021-03-16 14:32:15+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-03-28 16:14:24+02:00</td>\n",
       "      <td>2021-03-28 17:06:50+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-03-30 13:00:30+02:00</td>\n",
       "      <td>2021-03-30 13:31:28+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-04-06 16:55:10+02:00</td>\n",
       "      <td>2021-04-06 17:32:32+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-04-08 13:39:05+02:00</td>\n",
       "      <td>2021-04-08 14:07:42+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-04-14 13:12:20+02:00</td>\n",
       "      <td>2021-04-14 13:41:24+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-04-15 13:18:02+02:00</td>\n",
       "      <td>2021-04-15 13:46:23+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-04-20 13:24:19+02:00</td>\n",
       "      <td>2021-04-20 13:52:11+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-04-22 13:16:18+02:00</td>\n",
       "      <td>2021-04-22 13:46:44+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "      <td>2021-04-24 16:30:22+02:00</td>\n",
       "      <td>2021-04-24 17:13:17+02:00</td>\n",
       "      <td>Nike Run Club</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-03-29 17:40:20+02:00</td>\n",
       "      <td>2020-03-29 18:26:02+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>HKWorkoutActivityTypeCrossTraining</td>\n",
       "      <td>2020-03-30 19:12:26+02:00</td>\n",
       "      <td>2020-03-30 19:19:36+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-03-30 19:21:49+02:00</td>\n",
       "      <td>2020-03-30 19:40:52+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-04-01 17:39:15+02:00</td>\n",
       "      <td>2020-04-01 17:59:25+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-02 18:00:22+02:00</td>\n",
       "      <td>2020-04-02 18:03:33+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-02 18:04:28+02:00</td>\n",
       "      <td>2020-04-02 19:33:56+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>HKWorkoutActivityTypeCrossTraining</td>\n",
       "      <td>2020-04-03 18:41:07+02:00</td>\n",
       "      <td>2020-04-03 18:48:17+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-04-04 18:33:00+02:00</td>\n",
       "      <td>2020-04-04 18:42:40+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-05 19:38:23+02:00</td>\n",
       "      <td>2020-04-05 19:45:33+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>HKWorkoutActivityTypeCrossTraining</td>\n",
       "      <td>2020-04-05 19:46:52+02:00</td>\n",
       "      <td>2020-04-05 19:56:15+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-06 18:38:30+02:00</td>\n",
       "      <td>2020-04-06 18:44:50+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-06 19:33:38+02:00</td>\n",
       "      <td>2020-04-06 19:39:58+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>HKWorkoutActivityTypeCrossTraining</td>\n",
       "      <td>2020-04-06 19:40:54+02:00</td>\n",
       "      <td>2020-04-06 19:48:04+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-08 18:30:31+02:00</td>\n",
       "      <td>2020-04-08 19:15:41+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-08 19:18:42+02:00</td>\n",
       "      <td>2020-04-08 19:25:02+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-10 16:08:52+02:00</td>\n",
       "      <td>2020-04-10 16:39:17+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>HKWorkoutActivityTypeCrossTraining</td>\n",
       "      <td>2020-04-10 16:43:38+02:00</td>\n",
       "      <td>2020-04-10 16:52:48+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-11 19:11:54+02:00</td>\n",
       "      <td>2020-04-11 19:18:14+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-11 19:20:35+02:00</td>\n",
       "      <td>2020-04-11 19:32:45+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-11 19:39:38+02:00</td>\n",
       "      <td>2020-04-11 19:45:58+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-04-13 17:51:34+02:00</td>\n",
       "      <td>2020-04-13 18:31:11+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-15 19:11:15+02:00</td>\n",
       "      <td>2020-04-15 19:17:35+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-04-15 19:21:26+02:00</td>\n",
       "      <td>2020-04-15 19:32:27+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-15 19:33:23+02:00</td>\n",
       "      <td>2020-04-15 19:39:43+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-16 18:31:27+02:00</td>\n",
       "      <td>2020-04-16 19:02:18+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-16 19:03:39+02:00</td>\n",
       "      <td>2020-04-16 19:10:33+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-04-19 18:46:36+02:00</td>\n",
       "      <td>2020-04-19 19:03:32+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-19 19:04:26+02:00</td>\n",
       "      <td>2020-04-19 19:10:46+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-19 19:12:17+02:00</td>\n",
       "      <td>2020-04-19 19:22:56+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-20 19:37:46+02:00</td>\n",
       "      <td>2020-04-20 19:48:16+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-20 19:49:15+02:00</td>\n",
       "      <td>2020-04-20 19:55:35+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-04-21 19:34:29+02:00</td>\n",
       "      <td>2020-04-21 19:43:03+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-21 19:52:32+02:00</td>\n",
       "      <td>2020-04-21 20:03:02+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-22 18:32:44+02:00</td>\n",
       "      <td>2020-04-22 19:03:16+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-04-22 19:05:04+02:00</td>\n",
       "      <td>2020-04-22 19:20:14+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-24 18:23:24+02:00</td>\n",
       "      <td>2020-04-24 19:08:34+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-27 18:56:14+02:00</td>\n",
       "      <td>2020-04-27 19:41:24+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-28 19:07:07+02:00</td>\n",
       "      <td>2020-04-28 19:13:27+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-04-28 19:16:04+02:00</td>\n",
       "      <td>2020-04-28 19:22:24+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>331</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-05-02 17:18:26+02:00</td>\n",
       "      <td>2020-05-02 17:48:57+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-05-02 17:53:34+02:00</td>\n",
       "      <td>2020-05-02 17:59:54+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-05-03 18:13:23+02:00</td>\n",
       "      <td>2020-05-03 18:22:35+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-05-03 18:24:08+02:00</td>\n",
       "      <td>2020-05-03 18:34:18+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-05-03 18:39:03+02:00</td>\n",
       "      <td>2020-05-03 18:45:23+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>336</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-05-06 19:01:04+02:00</td>\n",
       "      <td>2020-05-06 19:40:11+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>337</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-05-11 18:35:04+02:00</td>\n",
       "      <td>2020-05-11 19:22:58+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>338</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-05-12 18:37:52+02:00</td>\n",
       "      <td>2020-05-12 19:23:04+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>339</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-05-16 17:46:48+02:00</td>\n",
       "      <td>2020-05-16 17:54:22+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>340</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-05-16 18:02:19+02:00</td>\n",
       "      <td>2020-05-16 18:08:39+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341</th>\n",
       "      <td>HKWorkoutActivityTypeCrossTraining</td>\n",
       "      <td>2020-06-08 18:59:31+02:00</td>\n",
       "      <td>2020-06-08 19:11:42+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>342</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-06-08 19:17:00+02:00</td>\n",
       "      <td>2020-06-08 19:23:20+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>343</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-06-08 19:27:51+02:00</td>\n",
       "      <td>2020-06-08 19:43:38+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>344</th>\n",
       "      <td>HKWorkoutActivityTypeCrossTraining</td>\n",
       "      <td>2020-06-13 18:55:22+02:00</td>\n",
       "      <td>2020-06-13 19:10:44+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>345</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-06-17 20:13:03+02:00</td>\n",
       "      <td>2020-06-17 20:19:38+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>346</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-06-17 20:13:03+02:00</td>\n",
       "      <td>2020-06-18 18:54:13+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>347</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-06-17 20:13:03+02:00</td>\n",
       "      <td>2020-06-18 19:06:01+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>348</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-08 19:05:06+02:00</td>\n",
       "      <td>2020-11-08 19:11:47+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>349</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-08 19:05:06+02:00</td>\n",
       "      <td>2020-11-08 19:56:00+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>350</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-08 19:05:06+02:00</td>\n",
       "      <td>2020-11-08 20:20:45+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>351</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-10 20:07:40+02:00</td>\n",
       "      <td>2020-11-10 20:21:19+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>352</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-10 20:23:14+02:00</td>\n",
       "      <td>2020-11-10 20:34:24+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>353</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-10 20:35:33+02:00</td>\n",
       "      <td>2020-11-10 20:42:49+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>354</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-11 19:04:17+02:00</td>\n",
       "      <td>2020-11-11 19:20:26+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>355</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-11 19:04:17+02:00</td>\n",
       "      <td>2020-11-11 19:40:02+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>356</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2020-11-11 19:04:41+02:00</td>\n",
       "      <td>2020-11-11 19:12:51+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>357</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-11-11 19:14:06+02:00</td>\n",
       "      <td>2020-11-11 19:20:26+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>358</th>\n",
       "      <td>HKWorkoutActivityTypeCrossTraining</td>\n",
       "      <td>2020-11-11 19:44:56+02:00</td>\n",
       "      <td>2020-11-11 20:00:06+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>359</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-16 19:28:59+02:00</td>\n",
       "      <td>2020-11-16 19:59:18+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-16 19:28:59+02:00</td>\n",
       "      <td>2020-11-16 20:19:33+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-20 19:09:34+02:00</td>\n",
       "      <td>2020-11-20 19:19:40+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-20 19:09:34+02:00</td>\n",
       "      <td>2020-11-20 19:55:20+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-20 19:09:34+02:00</td>\n",
       "      <td>2020-11-20 20:10:54+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-11-20 19:40:10+02:00</td>\n",
       "      <td>2020-11-20 19:55:20+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-11-22 18:16:46+02:00</td>\n",
       "      <td>2020-11-22 18:26:04+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>366</th>\n",
       "      <td>HKWorkoutActivityTypeCrossTraining</td>\n",
       "      <td>2020-11-22 18:16:54+02:00</td>\n",
       "      <td>2020-11-22 18:26:04+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>367</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-12-07 19:14:23+02:00</td>\n",
       "      <td>2020-12-07 19:26:23+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>368</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2020-12-07 19:31:48+02:00</td>\n",
       "      <td>2020-12-07 20:02:23+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>369</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-12-10 19:15:58+02:00</td>\n",
       "      <td>2020-12-10 19:42:32+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>370</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "      <td>2020-12-10 19:15:58+02:00</td>\n",
       "      <td>2020-12-10 19:52:47+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>371</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2021-01-07 13:42:43+02:00</td>\n",
       "      <td>2021-01-07 13:58:16+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>372</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "      <td>2021-02-07 18:31:48+02:00</td>\n",
       "      <td>2021-02-07 18:47:07+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>373</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "      <td>2021-02-07 18:52:17+02:00</td>\n",
       "      <td>2021-02-07 19:03:00+02:00</td>\n",
       "      <td>Nike Training</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>374</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "      <td>2020-09-13 09:55:27+02:00</td>\n",
       "      <td>2020-09-13 15:44:12+02:00</td>\n",
       "      <td>ViewRanger</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375</th>\n",
       "      <td>HKWorkoutActivityTypeHiking</td>\n",
       "      <td>2020-08-11 14:43:07+02:00</td>\n",
       "      <td>2020-08-11 17:02:40+02:00</td>\n",
       "      <td>Wikiloc</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>376</th>\n",
       "      <td>HKWorkoutActivityTypeHiking</td>\n",
       "      <td>2020-08-18 09:22:29+02:00</td>\n",
       "      <td>2020-08-18 15:34:22+02:00</td>\n",
       "      <td>Wikiloc</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>377</th>\n",
       "      <td>HKWorkoutActivityTypeHiking</td>\n",
       "      <td>2020-10-31 11:17:24+02:00</td>\n",
       "      <td>2020-10-31 17:30:34+02:00</td>\n",
       "      <td>Wikiloc</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>378</th>\n",
       "      <td>HKWorkoutActivityTypeHiking</td>\n",
       "      <td>2021-02-14 10:38:18+02:00</td>\n",
       "      <td>2021-02-14 15:14:36+02:00</td>\n",
       "      <td>Wikiloc</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               Activity  \\\n",
       "0                          HKWorkoutActivityTypeWalking   \n",
       "1                          HKWorkoutActivityTypeWalking   \n",
       "2                           HKWorkoutActivityTypeTennis   \n",
       "3                          HKWorkoutActivityTypeWalking   \n",
       "4                           HKWorkoutActivityTypeTennis   \n",
       "5                           HKWorkoutActivityTypeTennis   \n",
       "6                          HKWorkoutActivityTypeWalking   \n",
       "7                           HKWorkoutActivityTypeTennis   \n",
       "8                          HKWorkoutActivityTypeWalking   \n",
       "9                           HKWorkoutActivityTypeTennis   \n",
       "10                          HKWorkoutActivityTypeHiking   \n",
       "11                          HKWorkoutActivityTypeTennis   \n",
       "12                          HKWorkoutActivityTypeTennis   \n",
       "13                          HKWorkoutActivityTypeTennis   \n",
       "14                          HKWorkoutActivityTypeTennis   \n",
       "15                          HKWorkoutActivityTypeTennis   \n",
       "16                          HKWorkoutActivityTypeTennis   \n",
       "17                        HKWorkoutActivityTypeSwimming   \n",
       "18                          HKWorkoutActivityTypeHiking   \n",
       "19                        HKWorkoutActivityTypeSwimming   \n",
       "20                          HKWorkoutActivityTypeTennis   \n",
       "21                         HKWorkoutActivityTypeWalking   \n",
       "22                          HKWorkoutActivityTypeTennis   \n",
       "23                          HKWorkoutActivityTypeHiking   \n",
       "24                          HKWorkoutActivityTypeHiking   \n",
       "25                        HKWorkoutActivityTypeSwimming   \n",
       "26                        HKWorkoutActivityTypeSwimming   \n",
       "27                         HKWorkoutActivityTypeWalking   \n",
       "28                         HKWorkoutActivityTypeWalking   \n",
       "29                         HKWorkoutActivityTypeWalking   \n",
       "30                          HKWorkoutActivityTypeTennis   \n",
       "31                          HKWorkoutActivityTypeTennis   \n",
       "32                        HKWorkoutActivityTypeSwimming   \n",
       "33                          HKWorkoutActivityTypeTennis   \n",
       "34                          HKWorkoutActivityTypeTennis   \n",
       "35                          HKWorkoutActivityTypeTennis   \n",
       "36                        HKWorkoutActivityTypeSwimming   \n",
       "37                         HKWorkoutActivityTypeWalking   \n",
       "38                          HKWorkoutActivityTypeTennis   \n",
       "39                         HKWorkoutActivityTypeWalking   \n",
       "40                         HKWorkoutActivityTypeWalking   \n",
       "41                        HKWorkoutActivityTypeSwimming   \n",
       "42                          HKWorkoutActivityTypeTennis   \n",
       "43                         HKWorkoutActivityTypeWalking   \n",
       "44                          HKWorkoutActivityTypeTennis   \n",
       "45                          HKWorkoutActivityTypeTennis   \n",
       "46                         HKWorkoutActivityTypeWalking   \n",
       "47                          HKWorkoutActivityTypeTennis   \n",
       "48                         HKWorkoutActivityTypeWalking   \n",
       "49                        HKWorkoutActivityTypeSwimming   \n",
       "50                          HKWorkoutActivityTypeTennis   \n",
       "51                        HKWorkoutActivityTypeSwimming   \n",
       "52                        HKWorkoutActivityTypeSwimming   \n",
       "53                        HKWorkoutActivityTypeSwimming   \n",
       "54                        HKWorkoutActivityTypeSwimming   \n",
       "55                        HKWorkoutActivityTypeSwimming   \n",
       "56                        HKWorkoutActivityTypeSwimming   \n",
       "57                        HKWorkoutActivityTypeSwimming   \n",
       "58                         HKWorkoutActivityTypeWalking   \n",
       "59                        HKWorkoutActivityTypeSwimming   \n",
       "60                         HKWorkoutActivityTypeWalking   \n",
       "61                        HKWorkoutActivityTypeSwimming   \n",
       "62                        HKWorkoutActivityTypeSwimming   \n",
       "63                         HKWorkoutActivityTypeWalking   \n",
       "64                         HKWorkoutActivityTypeWalking   \n",
       "65                        HKWorkoutActivityTypeSwimming   \n",
       "66                           HKWorkoutActivityTypeOther   \n",
       "67                        HKWorkoutActivityTypeSwimming   \n",
       "68                          HKWorkoutActivityTypeTennis   \n",
       "69                         HKWorkoutActivityTypeWalking   \n",
       "70                        HKWorkoutActivityTypeSwimming   \n",
       "71                         HKWorkoutActivityTypeWalking   \n",
       "72                        HKWorkoutActivityTypeSwimming   \n",
       "73                        HKWorkoutActivityTypeSwimming   \n",
       "74                          HKWorkoutActivityTypeTennis   \n",
       "75                          HKWorkoutActivityTypeTennis   \n",
       "76                          HKWorkoutActivityTypeTennis   \n",
       "77                          HKWorkoutActivityTypeTennis   \n",
       "78                         HKWorkoutActivityTypeWalking   \n",
       "79                          HKWorkoutActivityTypeTennis   \n",
       "80                         HKWorkoutActivityTypeWalking   \n",
       "81                          HKWorkoutActivityTypeTennis   \n",
       "82                         HKWorkoutActivityTypeWalking   \n",
       "83                          HKWorkoutActivityTypeTennis   \n",
       "84                          HKWorkoutActivityTypeTennis   \n",
       "85                          HKWorkoutActivityTypeTennis   \n",
       "86                          HKWorkoutActivityTypeTennis   \n",
       "87                          HKWorkoutActivityTypeTennis   \n",
       "88                         HKWorkoutActivityTypeWalking   \n",
       "89                          HKWorkoutActivityTypeTennis   \n",
       "90                          HKWorkoutActivityTypeTennis   \n",
       "91                          HKWorkoutActivityTypeTennis   \n",
       "92                          HKWorkoutActivityTypeTennis   \n",
       "93                          HKWorkoutActivityTypeTennis   \n",
       "94                          HKWorkoutActivityTypeTennis   \n",
       "95                          HKWorkoutActivityTypeTennis   \n",
       "96                          HKWorkoutActivityTypeTennis   \n",
       "97                          HKWorkoutActivityTypeTennis   \n",
       "98                          HKWorkoutActivityTypeTennis   \n",
       "99                          HKWorkoutActivityTypeTennis   \n",
       "100                         HKWorkoutActivityTypeTennis   \n",
       "101                         HKWorkoutActivityTypeTennis   \n",
       "102                        HKWorkoutActivityTypeRunning   \n",
       "103                         HKWorkoutActivityTypeTennis   \n",
       "104                        HKWorkoutActivityTypeWalking   \n",
       "105                        HKWorkoutActivityTypeWalking   \n",
       "106                         HKWorkoutActivityTypeTennis   \n",
       "107                         HKWorkoutActivityTypeTennis   \n",
       "108                         HKWorkoutActivityTypeTennis   \n",
       "109                        HKWorkoutActivityTypeWalking   \n",
       "110                        HKWorkoutActivityTypeWalking   \n",
       "111                        HKWorkoutActivityTypeWalking   \n",
       "112                        HKWorkoutActivityTypeWalking   \n",
       "113                        HKWorkoutActivityTypeWalking   \n",
       "114                        HKWorkoutActivityTypeWalking   \n",
       "115                        HKWorkoutActivityTypeWalking   \n",
       "116                        HKWorkoutActivityTypeWalking   \n",
       "117                        HKWorkoutActivityTypeWalking   \n",
       "118                        HKWorkoutActivityTypeWalking   \n",
       "119                        HKWorkoutActivityTypeWalking   \n",
       "120                        HKWorkoutActivityTypeRunning   \n",
       "121                        HKWorkoutActivityTypeWalking   \n",
       "122                        HKWorkoutActivityTypeWalking   \n",
       "123                        HKWorkoutActivityTypeWalking   \n",
       "124                   HKWorkoutActivityTypeCoreTraining   \n",
       "125                        HKWorkoutActivityTypeWalking   \n",
       "126                       HKWorkoutActivityTypeCooldown   \n",
       "127                        HKWorkoutActivityTypeWalking   \n",
       "128                        HKWorkoutActivityTypeWalking   \n",
       "129                        HKWorkoutActivityTypeWalking   \n",
       "130                        HKWorkoutActivityTypeWalking   \n",
       "131                        HKWorkoutActivityTypeWalking   \n",
       "132                        HKWorkoutActivityTypeWalking   \n",
       "133                        HKWorkoutActivityTypeWalking   \n",
       "134                        HKWorkoutActivityTypeWalking   \n",
       "135                   HKWorkoutActivityTypeCoreTraining   \n",
       "136                        HKWorkoutActivityTypeWalking   \n",
       "137                        HKWorkoutActivityTypeWalking   \n",
       "138                        HKWorkoutActivityTypeWalking   \n",
       "139                        HKWorkoutActivityTypeWalking   \n",
       "140                        HKWorkoutActivityTypeWalking   \n",
       "141                        HKWorkoutActivityTypeWalking   \n",
       "142                        HKWorkoutActivityTypeWalking   \n",
       "143                        HKWorkoutActivityTypeWalking   \n",
       "144                        HKWorkoutActivityTypeWalking   \n",
       "145                        HKWorkoutActivityTypeWalking   \n",
       "146                        HKWorkoutActivityTypeWalking   \n",
       "147                        HKWorkoutActivityTypeWalking   \n",
       "148                        HKWorkoutActivityTypeWalking   \n",
       "149                        HKWorkoutActivityTypeWalking   \n",
       "150                        HKWorkoutActivityTypeWalking   \n",
       "151                        HKWorkoutActivityTypeWalking   \n",
       "152                        HKWorkoutActivityTypeWalking   \n",
       "153                        HKWorkoutActivityTypeCycling   \n",
       "154                        HKWorkoutActivityTypeCycling   \n",
       "155                        HKWorkoutActivityTypeWalking   \n",
       "156                        HKWorkoutActivityTypeWalking   \n",
       "157                        HKWorkoutActivityTypeWalking   \n",
       "158                        HKWorkoutActivityTypeWalking   \n",
       "159                         HKWorkoutActivityTypeTennis   \n",
       "160                        HKWorkoutActivityTypeWalking   \n",
       "161                        HKWorkoutActivityTypeWalking   \n",
       "162                         HKWorkoutActivityTypeTennis   \n",
       "163                        HKWorkoutActivityTypeWalking   \n",
       "164                        HKWorkoutActivityTypeWalking   \n",
       "165                         HKWorkoutActivityTypeTennis   \n",
       "166                        HKWorkoutActivityTypeWalking   \n",
       "167                        HKWorkoutActivityTypeWalking   \n",
       "168                        HKWorkoutActivityTypeWalking   \n",
       "169                         HKWorkoutActivityTypeTennis   \n",
       "170                        HKWorkoutActivityTypeWalking   \n",
       "171                         HKWorkoutActivityTypeTennis   \n",
       "172                         HKWorkoutActivityTypeTennis   \n",
       "173                         HKWorkoutActivityTypeTennis   \n",
       "174                         HKWorkoutActivityTypeTennis   \n",
       "175                        HKWorkoutActivityTypeWalking   \n",
       "176                        HKWorkoutActivityTypeWalking   \n",
       "177                        HKWorkoutActivityTypeWalking   \n",
       "178                        HKWorkoutActivityTypeWalking   \n",
       "179                         HKWorkoutActivityTypeTennis   \n",
       "180                         HKWorkoutActivityTypeTennis   \n",
       "181                        HKWorkoutActivityTypeWalking   \n",
       "182                        HKWorkoutActivityTypeWalking   \n",
       "183                         HKWorkoutActivityTypeTennis   \n",
       "184                         HKWorkoutActivityTypeTennis   \n",
       "185                        HKWorkoutActivityTypeWalking   \n",
       "186                         HKWorkoutActivityTypeTennis   \n",
       "187                        HKWorkoutActivityTypeWalking   \n",
       "188                         HKWorkoutActivityTypeTennis   \n",
       "189                        HKWorkoutActivityTypeWalking   \n",
       "190                        HKWorkoutActivityTypeWalking   \n",
       "191                        HKWorkoutActivityTypeWalking   \n",
       "192                         HKWorkoutActivityTypeTennis   \n",
       "193                        HKWorkoutActivityTypeWalking   \n",
       "194                        HKWorkoutActivityTypeWalking   \n",
       "195                         HKWorkoutActivityTypeTennis   \n",
       "196                        HKWorkoutActivityTypeWalking   \n",
       "197                        HKWorkoutActivityTypeWalking   \n",
       "198                        HKWorkoutActivityTypeWalking   \n",
       "199                        HKWorkoutActivityTypeWalking   \n",
       "200                         HKWorkoutActivityTypeTennis   \n",
       "201                        HKWorkoutActivityTypeWalking   \n",
       "202                        HKWorkoutActivityTypeWalking   \n",
       "203                         HKWorkoutActivityTypeTennis   \n",
       "204                         HKWorkoutActivityTypeTennis   \n",
       "205                         HKWorkoutActivityTypeTennis   \n",
       "206                         HKWorkoutActivityTypeTennis   \n",
       "207                         HKWorkoutActivityTypeTennis   \n",
       "208                        HKWorkoutActivityTypeWalking   \n",
       "209                        HKWorkoutActivityTypeWalking   \n",
       "210                        HKWorkoutActivityTypeWalking   \n",
       "211                        HKWorkoutActivityTypeWalking   \n",
       "212                        HKWorkoutActivityTypeWalking   \n",
       "213                        HKWorkoutActivityTypeWalking   \n",
       "214                        HKWorkoutActivityTypeWalking   \n",
       "215                        HKWorkoutActivityTypeWalking   \n",
       "216                         HKWorkoutActivityTypeTennis   \n",
       "217                         HKWorkoutActivityTypeTennis   \n",
       "218                         HKWorkoutActivityTypeTennis   \n",
       "219                        HKWorkoutActivityTypeWalking   \n",
       "220                        HKWorkoutActivityTypeWalking   \n",
       "221                        HKWorkoutActivityTypeWalking   \n",
       "222                         HKWorkoutActivityTypeTennis   \n",
       "223                        HKWorkoutActivityTypeWalking   \n",
       "224                        HKWorkoutActivityTypeWalking   \n",
       "225                        HKWorkoutActivityTypeWalking   \n",
       "226                        HKWorkoutActivityTypeWalking   \n",
       "227                        HKWorkoutActivityTypeWalking   \n",
       "228                         HKWorkoutActivityTypeTennis   \n",
       "229                        HKWorkoutActivityTypeWalking   \n",
       "230                        HKWorkoutActivityTypeWalking   \n",
       "231                         HKWorkoutActivityTypeTennis   \n",
       "232                         HKWorkoutActivityTypeTennis   \n",
       "233                        HKWorkoutActivityTypeRunning   \n",
       "234                        HKWorkoutActivityTypeRunning   \n",
       "235                        HKWorkoutActivityTypeRunning   \n",
       "236                        HKWorkoutActivityTypeRunning   \n",
       "237                        HKWorkoutActivityTypeRunning   \n",
       "238                        HKWorkoutActivityTypeRunning   \n",
       "239                        HKWorkoutActivityTypeRunning   \n",
       "240                        HKWorkoutActivityTypeRunning   \n",
       "241                        HKWorkoutActivityTypeRunning   \n",
       "242                        HKWorkoutActivityTypeRunning   \n",
       "243                        HKWorkoutActivityTypeRunning   \n",
       "244                        HKWorkoutActivityTypeRunning   \n",
       "245                        HKWorkoutActivityTypeRunning   \n",
       "246                        HKWorkoutActivityTypeRunning   \n",
       "247                        HKWorkoutActivityTypeRunning   \n",
       "248                        HKWorkoutActivityTypeRunning   \n",
       "249                        HKWorkoutActivityTypeRunning   \n",
       "250                        HKWorkoutActivityTypeRunning   \n",
       "251                        HKWorkoutActivityTypeRunning   \n",
       "252                        HKWorkoutActivityTypeRunning   \n",
       "253                        HKWorkoutActivityTypeRunning   \n",
       "254                        HKWorkoutActivityTypeRunning   \n",
       "255                        HKWorkoutActivityTypeRunning   \n",
       "256                        HKWorkoutActivityTypeRunning   \n",
       "257                        HKWorkoutActivityTypeRunning   \n",
       "258                        HKWorkoutActivityTypeRunning   \n",
       "259                        HKWorkoutActivityTypeRunning   \n",
       "260                        HKWorkoutActivityTypeRunning   \n",
       "261                        HKWorkoutActivityTypeRunning   \n",
       "262                        HKWorkoutActivityTypeRunning   \n",
       "263                        HKWorkoutActivityTypeRunning   \n",
       "264                        HKWorkoutActivityTypeRunning   \n",
       "265                        HKWorkoutActivityTypeRunning   \n",
       "266                        HKWorkoutActivityTypeRunning   \n",
       "267                        HKWorkoutActivityTypeRunning   \n",
       "268                        HKWorkoutActivityTypeRunning   \n",
       "269                        HKWorkoutActivityTypeRunning   \n",
       "270                        HKWorkoutActivityTypeRunning   \n",
       "271                        HKWorkoutActivityTypeRunning   \n",
       "272                        HKWorkoutActivityTypeRunning   \n",
       "273                        HKWorkoutActivityTypeRunning   \n",
       "274                        HKWorkoutActivityTypeRunning   \n",
       "275                        HKWorkoutActivityTypeRunning   \n",
       "276                        HKWorkoutActivityTypeRunning   \n",
       "277                        HKWorkoutActivityTypeRunning   \n",
       "278                        HKWorkoutActivityTypeRunning   \n",
       "279                        HKWorkoutActivityTypeRunning   \n",
       "280                        HKWorkoutActivityTypeRunning   \n",
       "281                        HKWorkoutActivityTypeRunning   \n",
       "282                        HKWorkoutActivityTypeRunning   \n",
       "283                        HKWorkoutActivityTypeRunning   \n",
       "284                        HKWorkoutActivityTypeRunning   \n",
       "285                        HKWorkoutActivityTypeRunning   \n",
       "286                        HKWorkoutActivityTypeRunning   \n",
       "287                        HKWorkoutActivityTypeRunning   \n",
       "288                        HKWorkoutActivityTypeRunning   \n",
       "289                        HKWorkoutActivityTypeRunning   \n",
       "290                        HKWorkoutActivityTypeRunning   \n",
       "291                        HKWorkoutActivityTypeRunning   \n",
       "292  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "293                  HKWorkoutActivityTypeCrossTraining   \n",
       "294  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "295     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "296  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "297  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "298                  HKWorkoutActivityTypeCrossTraining   \n",
       "299     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "300  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "301                  HKWorkoutActivityTypeCrossTraining   \n",
       "302  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "303  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "304                  HKWorkoutActivityTypeCrossTraining   \n",
       "305  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "306  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "307  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "308                  HKWorkoutActivityTypeCrossTraining   \n",
       "309  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "310  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "311  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "312     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "313  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "314     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "315  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "316  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "317  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "318     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "319  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "320  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "321  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "322  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "323     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "324  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "325  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "326     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "327  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "328  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "329  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "330  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "331  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "332  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "333  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "334     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "335  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "336     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "337     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "338  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "339  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "340  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "341                  HKWorkoutActivityTypeCrossTraining   \n",
       "342  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "343     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "344                  HKWorkoutActivityTypeCrossTraining   \n",
       "345  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "346     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "347  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "348                          HKWorkoutActivityTypeOther   \n",
       "349                          HKWorkoutActivityTypeOther   \n",
       "350                          HKWorkoutActivityTypeOther   \n",
       "351                          HKWorkoutActivityTypeOther   \n",
       "352                          HKWorkoutActivityTypeOther   \n",
       "353                          HKWorkoutActivityTypeOther   \n",
       "354                          HKWorkoutActivityTypeOther   \n",
       "355                          HKWorkoutActivityTypeOther   \n",
       "356     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "357  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "358                  HKWorkoutActivityTypeCrossTraining   \n",
       "359                          HKWorkoutActivityTypeOther   \n",
       "360                          HKWorkoutActivityTypeOther   \n",
       "361                          HKWorkoutActivityTypeOther   \n",
       "362                          HKWorkoutActivityTypeOther   \n",
       "363                          HKWorkoutActivityTypeOther   \n",
       "364  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "365                          HKWorkoutActivityTypeOther   \n",
       "366                  HKWorkoutActivityTypeCrossTraining   \n",
       "367  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "368  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "369                          HKWorkoutActivityTypeOther   \n",
       "370                          HKWorkoutActivityTypeOther   \n",
       "371     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "372     HKWorkoutActivityTypeFunctionalStrengthTraining   \n",
       "373  HKWorkoutActivityTypeHighIntensityIntervalTraining   \n",
       "374                        HKWorkoutActivityTypeWalking   \n",
       "375                         HKWorkoutActivityTypeHiking   \n",
       "376                         HKWorkoutActivityTypeHiking   \n",
       "377                         HKWorkoutActivityTypeHiking   \n",
       "378                         HKWorkoutActivityTypeHiking   \n",
       "\n",
       "                        Start                       End  \\\n",
       "0   2020-06-03 12:49:17+02:00 2020-06-03 13:14:04+02:00   \n",
       "1   2020-06-03 14:10:59+02:00 2020-06-03 14:31:26+02:00   \n",
       "2   2020-06-06 15:13:00+02:00 2020-06-06 17:07:35+02:00   \n",
       "3   2020-06-09 17:41:38+02:00 2020-06-09 18:13:07+02:00   \n",
       "4   2020-06-10 08:08:20+02:00 2020-06-10 08:47:00+02:00   \n",
       "5   2020-06-11 18:39:38+02:00 2020-06-11 19:30:22+02:00   \n",
       "6   2020-06-14 16:49:37+02:00 2020-06-14 17:19:41+02:00   \n",
       "7   2020-06-15 17:19:22+02:00 2020-06-15 18:00:07+02:00   \n",
       "8   2020-06-16 12:47:41+02:00 2020-06-16 13:10:05+02:00   \n",
       "9   2020-06-19 20:07:09+02:00 2020-06-19 21:11:36+02:00   \n",
       "10  2020-06-21 11:01:29+02:00 2020-06-21 17:24:12+02:00   \n",
       "11  2020-06-22 17:17:28+02:00 2020-06-22 18:03:32+02:00   \n",
       "12  2020-06-22 18:54:01+02:00 2020-06-22 19:51:46+02:00   \n",
       "13  2020-06-26 07:48:24+02:00 2020-06-26 08:37:21+02:00   \n",
       "14  2020-06-29 18:16:30+02:00 2020-06-29 18:48:39+02:00   \n",
       "15  2020-06-30 07:59:22+02:00 2020-06-30 08:56:08+02:00   \n",
       "16  2020-07-02 19:09:58+02:00 2020-07-02 20:01:21+02:00   \n",
       "17  2020-07-04 16:51:11+02:00 2020-07-04 17:22:28+02:00   \n",
       "18  2020-07-05 10:14:47+02:00 2020-07-05 11:41:54+02:00   \n",
       "19  2020-07-06 18:17:38+02:00 2020-07-06 18:26:41+02:00   \n",
       "20  2020-07-07 08:00:58+02:00 2020-07-07 08:53:30+02:00   \n",
       "21  2020-07-08 21:45:16+02:00 2020-07-08 22:38:16+02:00   \n",
       "22  2020-07-09 19:08:18+02:00 2020-07-09 19:53:28+02:00   \n",
       "23  2020-07-11 09:01:39+02:00 2020-07-11 11:55:43+02:00   \n",
       "24  2020-07-11 12:48:23+02:00 2020-07-11 18:05:32+02:00   \n",
       "25  2020-07-12 11:38:59+02:00 2020-07-12 11:50:15+02:00   \n",
       "26  2020-07-13 18:06:13+02:00 2020-07-13 18:11:39+02:00   \n",
       "27  2020-07-18 17:38:09+02:00 2020-07-18 18:35:33+02:00   \n",
       "28  2020-07-19 17:39:23+02:00 2020-07-19 18:08:50+02:00   \n",
       "29  2020-07-19 20:19:58+02:00 2020-07-19 20:55:39+02:00   \n",
       "30  2020-07-22 07:51:54+02:00 2020-07-22 08:41:09+02:00   \n",
       "31  2020-07-23 07:51:58+02:00 2020-07-23 08:43:06+02:00   \n",
       "32  2020-07-26 16:31:44+02:00 2020-07-26 16:47:06+02:00   \n",
       "33  2020-07-29 08:11:14+02:00 2020-07-29 08:38:23+02:00   \n",
       "34  2020-07-29 20:02:16+02:00 2020-07-29 21:11:22+02:00   \n",
       "35  2020-07-30 07:55:32+02:00 2020-07-30 08:45:49+02:00   \n",
       "36  2020-07-31 17:56:40+02:00 2020-07-31 18:01:19+02:00   \n",
       "37  2020-07-31 18:48:42+02:00 2020-07-31 19:00:57+02:00   \n",
       "38  2020-08-01 17:57:25+02:00 2020-08-01 19:04:18+02:00   \n",
       "39  2020-08-02 11:24:53+02:00 2020-08-02 12:04:50+02:00   \n",
       "40  2020-08-02 12:18:31+02:00 2020-08-02 13:07:50+02:00   \n",
       "41  2020-08-02 16:14:38+02:00 2020-08-02 16:22:27+02:00   \n",
       "42  2020-08-04 08:11:50+02:00 2020-08-04 08:54:32+02:00   \n",
       "43  2020-08-04 21:18:47+02:00 2020-08-04 22:28:04+02:00   \n",
       "44  2020-08-05 07:55:19+02:00 2020-08-05 08:45:51+02:00   \n",
       "45  2020-08-06 08:30:21+02:00 2020-08-06 08:43:06+02:00   \n",
       "46  2020-08-06 18:19:43+02:00 2020-08-06 18:58:21+02:00   \n",
       "47  2020-08-07 07:47:16+02:00 2020-08-07 08:41:24+02:00   \n",
       "48  2020-08-08 11:24:18+02:00 2020-08-08 12:52:57+02:00   \n",
       "49  2020-08-08 16:12:56+02:00 2020-08-08 16:27:56+02:00   \n",
       "50  2020-08-09 09:34:31+02:00 2020-08-09 10:45:50+02:00   \n",
       "51  2020-08-09 17:13:04+02:00 2020-08-09 17:21:31+02:00   \n",
       "52  2020-08-10 11:08:00+02:00 2020-08-10 11:28:14+02:00   \n",
       "53  2020-08-10 11:59:07+02:00 2020-08-10 12:05:47+02:00   \n",
       "54  2020-08-10 15:37:34+02:00 2020-08-10 15:43:13+02:00   \n",
       "55  2020-08-12 10:37:10+02:00 2020-08-12 10:42:23+02:00   \n",
       "56  2020-08-12 11:21:47+02:00 2020-08-12 11:26:21+02:00   \n",
       "57  2020-08-13 16:21:58+02:00 2020-08-13 16:29:59+02:00   \n",
       "58  2020-08-13 16:53:08+02:00 2020-08-13 17:12:52+02:00   \n",
       "59  2020-08-14 11:41:02+02:00 2020-08-14 12:17:30+02:00   \n",
       "60  2020-08-15 21:50:59+02:00 2020-08-15 23:24:42+02:00   \n",
       "61  2020-08-16 11:17:59+02:00 2020-08-16 11:24:25+02:00   \n",
       "62  2020-08-16 17:14:53+02:00 2020-08-16 17:24:31+02:00   \n",
       "63  2020-08-16 21:45:07+02:00 2020-08-16 22:13:17+02:00   \n",
       "64  2020-08-17 16:47:12+02:00 2020-08-17 17:38:59+02:00   \n",
       "65  2020-08-19 11:50:21+02:00 2020-08-19 11:59:09+02:00   \n",
       "66  2020-08-19 16:46:10+02:00 2020-08-19 18:32:45+02:00   \n",
       "67  2020-08-20 11:58:24+02:00 2020-08-20 12:03:00+02:00   \n",
       "68  2020-08-20 17:12:09+02:00 2020-08-20 18:03:35+02:00   \n",
       "69  2020-08-20 21:04:07+02:00 2020-08-20 22:02:16+02:00   \n",
       "70  2020-08-21 10:38:32+02:00 2020-08-21 10:44:12+02:00   \n",
       "71  2020-08-21 21:43:36+02:00 2020-08-21 22:50:50+02:00   \n",
       "72  2020-08-22 15:04:45+02:00 2020-08-22 15:13:33+02:00   \n",
       "73  2020-08-22 17:15:07+02:00 2020-08-22 17:19:03+02:00   \n",
       "74  2020-08-24 07:55:55+02:00 2020-08-24 08:45:17+02:00   \n",
       "75  2020-08-26 18:06:26+02:00 2020-08-26 19:12:48+02:00   \n",
       "76  2020-08-27 18:01:08+02:00 2020-08-27 19:05:44+02:00   \n",
       "77  2020-08-28 07:53:42+02:00 2020-08-28 08:39:21+02:00   \n",
       "78  2020-08-30 00:59:53+02:00 2020-08-30 01:14:57+02:00   \n",
       "79  2020-08-30 19:02:55+02:00 2020-08-30 20:17:41+02:00   \n",
       "80  2020-08-30 21:56:24+02:00 2020-08-30 23:08:26+02:00   \n",
       "81  2020-08-31 19:18:46+02:00 2020-08-31 20:06:11+02:00   \n",
       "82  2020-09-02 18:51:28+02:00 2020-09-02 19:30:18+02:00   \n",
       "83  2020-09-07 19:15:06+02:00 2020-09-07 20:00:10+02:00   \n",
       "84  2020-09-08 07:56:05+02:00 2020-09-08 08:33:01+02:00   \n",
       "85  2020-09-09 07:47:17+02:00 2020-09-09 08:42:12+02:00   \n",
       "86  2020-09-14 17:37:12+02:00 2020-09-14 18:45:54+02:00   \n",
       "87  2020-09-18 07:55:02+02:00 2020-09-18 08:34:40+02:00   \n",
       "88  2020-09-20 20:32:17+02:00 2020-09-20 20:58:25+02:00   \n",
       "89  2020-09-21 18:57:14+02:00 2020-09-21 20:09:00+02:00   \n",
       "90  2020-09-22 12:15:54+02:00 2020-09-22 13:29:59+02:00   \n",
       "91  2020-09-25 08:11:49+02:00 2020-09-25 08:50:09+02:00   \n",
       "92  2020-09-28 17:22:49+02:00 2020-09-28 18:05:18+02:00   \n",
       "93  2020-10-02 08:05:14+02:00 2020-10-02 08:49:03+02:00   \n",
       "94  2020-10-04 15:33:57+02:00 2020-10-04 16:46:09+02:00   \n",
       "95  2020-10-05 19:00:17+02:00 2020-10-05 20:22:24+02:00   \n",
       "96  2020-10-08 07:44:46+02:00 2020-10-08 08:36:22+02:00   \n",
       "97  2020-10-12 19:07:39+02:00 2020-10-12 19:54:44+02:00   \n",
       "98  2020-10-15 19:16:30+02:00 2020-10-15 20:59:47+02:00   \n",
       "99  2020-10-16 07:34:38+02:00 2020-10-16 08:42:58+02:00   \n",
       "100 2020-10-19 18:19:33+02:00 2020-10-19 20:03:09+02:00   \n",
       "101 2020-10-23 07:55:00+02:00 2020-10-23 08:27:42+02:00   \n",
       "102 2020-10-27 18:54:47+02:00 2020-10-27 19:27:10+02:00   \n",
       "103 2020-10-28 08:29:07+02:00 2020-10-28 09:33:17+02:00   \n",
       "104 2020-10-28 13:14:05+02:00 2020-10-28 13:35:48+02:00   \n",
       "105 2020-10-28 14:38:03+02:00 2020-10-28 15:03:29+02:00   \n",
       "106 2020-10-30 08:16:47+02:00 2020-10-30 09:42:08+02:00   \n",
       "107 2020-11-02 08:36:03+02:00 2020-11-02 09:21:28+02:00   \n",
       "108 2020-11-04 08:29:20+02:00 2020-11-04 09:25:46+02:00   \n",
       "109 2020-11-17 19:30:04+02:00 2020-11-17 20:22:08+02:00   \n",
       "110 2020-11-21 17:38:43+02:00 2020-11-21 18:40:27+02:00   \n",
       "111 2020-11-25 16:31:14+02:00 2020-11-25 18:23:06+02:00   \n",
       "112 2020-11-28 17:33:34+02:00 2020-11-28 19:21:53+02:00   \n",
       "113 2020-12-03 19:43:25+02:00 2020-12-03 20:50:21+02:00   \n",
       "114 2020-12-05 17:20:36+02:00 2020-12-05 18:53:14+02:00   \n",
       "115 2020-12-06 17:03:59+02:00 2020-12-06 18:31:05+02:00   \n",
       "116 2020-12-12 14:46:22+02:00 2020-12-12 16:53:42+02:00   \n",
       "117 2020-12-13 16:55:20+02:00 2020-12-13 18:40:03+02:00   \n",
       "118 2020-12-13 18:56:40+02:00 2020-12-13 19:33:14+02:00   \n",
       "119 2020-12-20 20:09:43+02:00 2020-12-20 20:52:32+02:00   \n",
       "120 2020-12-21 14:18:32+02:00 2020-12-21 14:21:57+02:00   \n",
       "121 2020-12-25 11:57:59+02:00 2020-12-25 12:25:28+02:00   \n",
       "122 2020-12-26 13:08:33+02:00 2020-12-26 13:44:12+02:00   \n",
       "123 2020-12-26 17:19:49+02:00 2020-12-26 17:51:16+02:00   \n",
       "124 2020-12-26 22:45:37+02:00 2020-12-26 22:55:49+02:00   \n",
       "125 2020-12-28 16:39:28+02:00 2020-12-28 18:57:36+02:00   \n",
       "126 2020-12-28 21:55:47+02:00 2020-12-28 22:00:52+02:00   \n",
       "127 2020-12-30 16:20:35+02:00 2020-12-30 18:13:16+02:00   \n",
       "128 2021-01-03 18:17:38+02:00 2021-01-03 19:39:59+02:00   \n",
       "129 2021-01-04 18:26:16+02:00 2021-01-04 20:01:36+02:00   \n",
       "130 2021-01-05 17:37:33+02:00 2021-01-05 19:41:01+02:00   \n",
       "131 2021-01-06 18:43:45+02:00 2021-01-06 19:55:42+02:00   \n",
       "132 2021-01-07 20:00:39+02:00 2021-01-07 20:44:46+02:00   \n",
       "133 2021-01-09 18:20:25+02:00 2021-01-09 19:22:25+02:00   \n",
       "134 2021-01-10 17:18:53+02:00 2021-01-10 18:32:25+02:00   \n",
       "135 2021-01-10 21:20:31+02:00 2021-01-10 21:30:38+02:00   \n",
       "136 2021-01-12 19:04:14+02:00 2021-01-12 20:26:02+02:00   \n",
       "137 2021-01-13 14:40:55+02:00 2021-01-13 15:09:27+02:00   \n",
       "138 2021-01-15 19:26:04+02:00 2021-01-15 20:39:41+02:00   \n",
       "139 2021-01-16 17:05:07+02:00 2021-01-16 18:52:29+02:00   \n",
       "140 2021-01-17 13:22:56+02:00 2021-01-17 13:47:43+02:00   \n",
       "141 2021-01-17 16:06:08+02:00 2021-01-17 16:40:23+02:00   \n",
       "142 2021-01-19 19:26:26+02:00 2021-01-19 23:21:00+02:00   \n",
       "143 2021-01-20 15:47:21+02:00 2021-01-20 16:11:34+02:00   \n",
       "144 2021-01-20 19:12:41+02:00 2021-01-20 19:43:50+02:00   \n",
       "145 2021-01-20 20:04:03+02:00 2021-01-20 20:32:56+02:00   \n",
       "146 2021-01-23 16:38:02+02:00 2021-01-23 17:45:15+02:00   \n",
       "147 2021-01-23 18:39:51+02:00 2021-01-23 19:07:37+02:00   \n",
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       "365 2020-11-22 18:16:46+02:00 2020-11-22 18:26:04+02:00   \n",
       "366 2020-11-22 18:16:54+02:00 2020-11-22 18:26:04+02:00   \n",
       "367 2020-12-07 19:14:23+02:00 2020-12-07 19:26:23+02:00   \n",
       "368 2020-12-07 19:31:48+02:00 2020-12-07 20:02:23+02:00   \n",
       "369 2020-12-10 19:15:58+02:00 2020-12-10 19:42:32+02:00   \n",
       "370 2020-12-10 19:15:58+02:00 2020-12-10 19:52:47+02:00   \n",
       "371 2021-01-07 13:42:43+02:00 2021-01-07 13:58:16+02:00   \n",
       "372 2021-02-07 18:31:48+02:00 2021-02-07 18:47:07+02:00   \n",
       "373 2021-02-07 18:52:17+02:00 2021-02-07 19:03:00+02:00   \n",
       "374 2020-09-13 09:55:27+02:00 2020-09-13 15:44:12+02:00   \n",
       "375 2020-08-11 14:43:07+02:00 2020-08-11 17:02:40+02:00   \n",
       "376 2020-08-18 09:22:29+02:00 2020-08-18 15:34:22+02:00   \n",
       "377 2020-10-31 11:17:24+02:00 2020-10-31 17:30:34+02:00   \n",
       "378 2021-02-14 10:38:18+02:00 2021-02-14 15:14:36+02:00   \n",
       "\n",
       "                     Source  \n",
       "0    Apple Watch di Michele  \n",
       "1    Apple Watch di Michele  \n",
       "2    Apple Watch di Michele  \n",
       "3    Apple Watch di Michele  \n",
       "4    Apple Watch di Michele  \n",
       "5    Apple Watch di Michele  \n",
       "6    Apple Watch di Michele  \n",
       "7    Apple Watch di Michele  \n",
       "8    Apple Watch di Michele  \n",
       "9    Apple Watch di Michele  \n",
       "10   Apple Watch di Michele  \n",
       "11   Apple Watch di Michele  \n",
       "12   Apple Watch di Michele  \n",
       "13   Apple Watch di Michele  \n",
       "14   Apple Watch di Michele  \n",
       "15   Apple Watch di Michele  \n",
       "16   Apple Watch di Michele  \n",
       "17   Apple Watch di Michele  \n",
       "18   Apple Watch di Michele  \n",
       "19   Apple Watch di Michele  \n",
       "20   Apple Watch di Michele  \n",
       "21   Apple Watch di Michele  \n",
       "22   Apple Watch di Michele  \n",
       "23   Apple Watch di Michele  \n",
       "24   Apple Watch di Michele  \n",
       "25   Apple Watch di Michele  \n",
       "26   Apple Watch di Michele  \n",
       "27   Apple Watch di Michele  \n",
       "28   Apple Watch di Michele  \n",
       "29   Apple Watch di Michele  \n",
       "30   Apple Watch di Michele  \n",
       "31   Apple Watch di Michele  \n",
       "32   Apple Watch di Michele  \n",
       "33   Apple Watch di Michele  \n",
       "34   Apple Watch di Michele  \n",
       "35   Apple Watch di Michele  \n",
       "36   Apple Watch di Michele  \n",
       "37   Apple Watch di Michele  \n",
       "38   Apple Watch di Michele  \n",
       "39   Apple Watch di Michele  \n",
       "40   Apple Watch di Michele  \n",
       "41   Apple Watch di Michele  \n",
       "42   Apple Watch di Michele  \n",
       "43   Apple Watch di Michele  \n",
       "44   Apple Watch di Michele  \n",
       "45   Apple Watch di Michele  \n",
       "46   Apple Watch di Michele  \n",
       "47   Apple Watch di Michele  \n",
       "48   Apple Watch di Michele  \n",
       "49   Apple Watch di Michele  \n",
       "50   Apple Watch di Michele  \n",
       "51   Apple Watch di Michele  \n",
       "52   Apple Watch di Michele  \n",
       "53   Apple Watch di Michele  \n",
       "54   Apple Watch di Michele  \n",
       "55   Apple Watch di Michele  \n",
       "56   Apple Watch di Michele  \n",
       "57   Apple Watch di Michele  \n",
       "58   Apple Watch di Michele  \n",
       "59   Apple Watch di Michele  \n",
       "60   Apple Watch di Michele  \n",
       "61   Apple Watch di Michele  \n",
       "62   Apple Watch di Michele  \n",
       "63   Apple Watch di Michele  \n",
       "64   Apple Watch di Michele  \n",
       "65   Apple Watch di Michele  \n",
       "66   Apple Watch di Michele  \n",
       "67   Apple Watch di Michele  \n",
       "68   Apple Watch di Michele  \n",
       "69   Apple Watch di Michele  \n",
       "70   Apple Watch di Michele  \n",
       "71   Apple Watch di Michele  \n",
       "72   Apple Watch di Michele  \n",
       "73   Apple Watch di Michele  \n",
       "74   Apple Watch di Michele  \n",
       "75   Apple Watch di Michele  \n",
       "76   Apple Watch di Michele  \n",
       "77   Apple Watch di Michele  \n",
       "78   Apple Watch di Michele  \n",
       "79   Apple Watch di Michele  \n",
       "80   Apple Watch di Michele  \n",
       "81   Apple Watch di Michele  \n",
       "82   Apple Watch di Michele  \n",
       "83   Apple Watch di Michele  \n",
       "84   Apple Watch di Michele  \n",
       "85   Apple Watch di Michele  \n",
       "86   Apple Watch di Michele  \n",
       "87   Apple Watch di Michele  \n",
       "88   Apple Watch di Michele  \n",
       "89   Apple Watch di Michele  \n",
       "90   Apple Watch di Michele  \n",
       "91   Apple Watch di Michele  \n",
       "92   Apple Watch di Michele  \n",
       "93   Apple Watch di Michele  \n",
       "94   Apple Watch di Michele  \n",
       "95   Apple Watch di Michele  \n",
       "96   Apple Watch di Michele  \n",
       "97   Apple Watch di Michele  \n",
       "98   Apple Watch di Michele  \n",
       "99   Apple Watch di Michele  \n",
       "100  Apple Watch di Michele  \n",
       "101  Apple Watch di Michele  \n",
       "102  Apple Watch di Michele  \n",
       "103  Apple Watch di Michele  \n",
       "104  Apple Watch di Michele  \n",
       "105  Apple Watch di Michele  \n",
       "106  Apple Watch di Michele  \n",
       "107  Apple Watch di Michele  \n",
       "108  Apple Watch di Michele  \n",
       "109  Apple Watch di Michele  \n",
       "110  Apple Watch di Michele  \n",
       "111  Apple Watch di Michele  \n",
       "112  Apple Watch di Michele  \n",
       "113  Apple Watch di Michele  \n",
       "114  Apple Watch di Michele  \n",
       "115  Apple Watch di Michele  \n",
       "116  Apple Watch di Michele  \n",
       "117  Apple Watch di Michele  \n",
       "118  Apple Watch di Michele  \n",
       "119  Apple Watch di Michele  \n",
       "120  Apple Watch di Michele  \n",
       "121  Apple Watch di Michele  \n",
       "122  Apple Watch di Michele  \n",
       "123  Apple Watch di Michele  \n",
       "124  Apple Watch di Michele  \n",
       "125  Apple Watch di Michele  \n",
       "126  Apple Watch di Michele  \n",
       "127  Apple Watch di Michele  \n",
       "128  Apple Watch di Michele  \n",
       "129  Apple Watch di Michele  \n",
       "130  Apple Watch di Michele  \n",
       "131  Apple Watch di Michele  \n",
       "132  Apple Watch di Michele  \n",
       "133  Apple Watch di Michele  \n",
       "134  Apple Watch di Michele  \n",
       "135  Apple Watch di Michele  \n",
       "136  Apple Watch di Michele  \n",
       "137  Apple Watch di Michele  \n",
       "138  Apple Watch di Michele  \n",
       "139  Apple Watch di Michele  \n",
       "140  Apple Watch di Michele  \n",
       "141  Apple Watch di Michele  \n",
       "142  Apple Watch di Michele  \n",
       "143  Apple Watch di Michele  \n",
       "144  Apple Watch di Michele  \n",
       "145  Apple Watch di Michele  \n",
       "146  Apple Watch di Michele  \n",
       "147  Apple Watch di Michele  \n",
       "148  Apple Watch di Michele  \n",
       "149  Apple Watch di Michele  \n",
       "150  Apple Watch di Michele  \n",
       "151  Apple Watch di Michele  \n",
       "152  Apple Watch di Michele  \n",
       "153  Apple Watch di Michele  \n",
       "154  Apple Watch di Michele  \n",
       "155  Apple Watch di Michele  \n",
       "156  Apple Watch di Michele  \n",
       "157  Apple Watch di Michele  \n",
       "158  Apple Watch di Michele  \n",
       "159  Apple Watch di Michele  \n",
       "160  Apple Watch di Michele  \n",
       "161  Apple Watch di Michele  \n",
       "162  Apple Watch di Michele  \n",
       "163  Apple Watch di Michele  \n",
       "164  Apple Watch di Michele  \n",
       "165  Apple Watch di Michele  \n",
       "166  Apple Watch di Michele  \n",
       "167  Apple Watch di Michele  \n",
       "168  Apple Watch di Michele  \n",
       "169  Apple Watch di Michele  \n",
       "170  Apple Watch di Michele  \n",
       "171  Apple Watch di Michele  \n",
       "172  Apple Watch di Michele  \n",
       "173  Apple Watch di Michele  \n",
       "174  Apple Watch di Michele  \n",
       "175  Apple Watch di Michele  \n",
       "176  Apple Watch di Michele  \n",
       "177  Apple Watch di Michele  \n",
       "178  Apple Watch di Michele  \n",
       "179  Apple Watch di Michele  \n",
       "180  Apple Watch di Michele  \n",
       "181  Apple Watch di Michele  \n",
       "182  Apple Watch di Michele  \n",
       "183  Apple Watch di Michele  \n",
       "184  Apple Watch di Michele  \n",
       "185  Apple Watch di Michele  \n",
       "186  Apple Watch di Michele  \n",
       "187  Apple Watch di Michele  \n",
       "188  Apple Watch di Michele  \n",
       "189  Apple Watch di Michele  \n",
       "190  Apple Watch di Michele  \n",
       "191  Apple Watch di Michele  \n",
       "192  Apple Watch di Michele  \n",
       "193  Apple Watch di Michele  \n",
       "194  Apple Watch di Michele  \n",
       "195  Apple Watch di Michele  \n",
       "196  Apple Watch di Michele  \n",
       "197  Apple Watch di Michele  \n",
       "198  Apple Watch di Michele  \n",
       "199  Apple Watch di Michele  \n",
       "200  Apple Watch di Michele  \n",
       "201  Apple Watch di Michele  \n",
       "202  Apple Watch di Michele  \n",
       "203  Apple Watch di Michele  \n",
       "204  Apple Watch di Michele  \n",
       "205  Apple Watch di Michele  \n",
       "206  Apple Watch di Michele  \n",
       "207  Apple Watch di Michele  \n",
       "208  Apple Watch di Michele  \n",
       "209  Apple Watch di Michele  \n",
       "210  Apple Watch di Michele  \n",
       "211  Apple Watch di Michele  \n",
       "212  Apple Watch di Michele  \n",
       "213  Apple Watch di Michele  \n",
       "214  Apple Watch di Michele  \n",
       "215  Apple Watch di Michele  \n",
       "216  Apple Watch di Michele  \n",
       "217  Apple Watch di Michele  \n",
       "218  Apple Watch di Michele  \n",
       "219  Apple Watch di Michele  \n",
       "220  Apple Watch di Michele  \n",
       "221  Apple Watch di Michele  \n",
       "222  Apple Watch di Michele  \n",
       "223  Apple Watch di Michele  \n",
       "224  Apple Watch di Michele  \n",
       "225  Apple Watch di Michele  \n",
       "226  Apple Watch di Michele  \n",
       "227  Apple Watch di Michele  \n",
       "228  Apple Watch di Michele  \n",
       "229  Apple Watch di Michele  \n",
       "230  Apple Watch di Michele  \n",
       "231  Apple Watch di Michele  \n",
       "232  Apple Watch di Michele  \n",
       "233           Nike Run Club  \n",
       "234           Nike Run Club  \n",
       "235           Nike Run Club  \n",
       "236           Nike Run Club  \n",
       "237           Nike Run Club  \n",
       "238           Nike Run Club  \n",
       "239           Nike Run Club  \n",
       "240           Nike Run Club  \n",
       "241           Nike Run Club  \n",
       "242           Nike Run Club  \n",
       "243           Nike Run Club  \n",
       "244           Nike Run Club  \n",
       "245           Nike Run Club  \n",
       "246           Nike Run Club  \n",
       "247           Nike Run Club  \n",
       "248           Nike Run Club  \n",
       "249           Nike Run Club  \n",
       "250           Nike Run Club  \n",
       "251           Nike Run Club  \n",
       "252           Nike Run Club  \n",
       "253           Nike Run Club  \n",
       "254           Nike Run Club  \n",
       "255           Nike Run Club  \n",
       "256           Nike Run Club  \n",
       "257           Nike Run Club  \n",
       "258           Nike Run Club  \n",
       "259           Nike Run Club  \n",
       "260           Nike Run Club  \n",
       "261           Nike Run Club  \n",
       "262           Nike Run Club  \n",
       "263           Nike Run Club  \n",
       "264           Nike Run Club  \n",
       "265           Nike Run Club  \n",
       "266           Nike Run Club  \n",
       "267           Nike Run Club  \n",
       "268           Nike Run Club  \n",
       "269           Nike Run Club  \n",
       "270           Nike Run Club  \n",
       "271           Nike Run Club  \n",
       "272           Nike Run Club  \n",
       "273           Nike Run Club  \n",
       "274           Nike Run Club  \n",
       "275           Nike Run Club  \n",
       "276           Nike Run Club  \n",
       "277           Nike Run Club  \n",
       "278           Nike Run Club  \n",
       "279           Nike Run Club  \n",
       "280           Nike Run Club  \n",
       "281           Nike Run Club  \n",
       "282           Nike Run Club  \n",
       "283           Nike Run Club  \n",
       "284           Nike Run Club  \n",
       "285           Nike Run Club  \n",
       "286           Nike Run Club  \n",
       "287           Nike Run Club  \n",
       "288           Nike Run Club  \n",
       "289           Nike Run Club  \n",
       "290           Nike Run Club  \n",
       "291           Nike Run Club  \n",
       "292           Nike Training  \n",
       "293           Nike Training  \n",
       "294           Nike Training  \n",
       "295           Nike Training  \n",
       "296           Nike Training  \n",
       "297           Nike Training  \n",
       "298           Nike Training  \n",
       "299           Nike Training  \n",
       "300           Nike Training  \n",
       "301           Nike Training  \n",
       "302           Nike Training  \n",
       "303           Nike Training  \n",
       "304           Nike Training  \n",
       "305           Nike Training  \n",
       "306           Nike Training  \n",
       "307           Nike Training  \n",
       "308           Nike Training  \n",
       "309           Nike Training  \n",
       "310           Nike Training  \n",
       "311           Nike Training  \n",
       "312           Nike Training  \n",
       "313           Nike Training  \n",
       "314           Nike Training  \n",
       "315           Nike Training  \n",
       "316           Nike Training  \n",
       "317           Nike Training  \n",
       "318           Nike Training  \n",
       "319           Nike Training  \n",
       "320           Nike Training  \n",
       "321           Nike Training  \n",
       "322           Nike Training  \n",
       "323           Nike Training  \n",
       "324           Nike Training  \n",
       "325           Nike Training  \n",
       "326           Nike Training  \n",
       "327           Nike Training  \n",
       "328           Nike Training  \n",
       "329           Nike Training  \n",
       "330           Nike Training  \n",
       "331           Nike Training  \n",
       "332           Nike Training  \n",
       "333           Nike Training  \n",
       "334           Nike Training  \n",
       "335           Nike Training  \n",
       "336           Nike Training  \n",
       "337           Nike Training  \n",
       "338           Nike Training  \n",
       "339           Nike Training  \n",
       "340           Nike Training  \n",
       "341           Nike Training  \n",
       "342           Nike Training  \n",
       "343           Nike Training  \n",
       "344           Nike Training  \n",
       "345           Nike Training  \n",
       "346           Nike Training  \n",
       "347           Nike Training  \n",
       "348           Nike Training  \n",
       "349           Nike Training  \n",
       "350           Nike Training  \n",
       "351           Nike Training  \n",
       "352           Nike Training  \n",
       "353           Nike Training  \n",
       "354           Nike Training  \n",
       "355           Nike Training  \n",
       "356           Nike Training  \n",
       "357           Nike Training  \n",
       "358           Nike Training  \n",
       "359           Nike Training  \n",
       "360           Nike Training  \n",
       "361           Nike Training  \n",
       "362           Nike Training  \n",
       "363           Nike Training  \n",
       "364           Nike Training  \n",
       "365           Nike Training  \n",
       "366           Nike Training  \n",
       "367           Nike Training  \n",
       "368           Nike Training  \n",
       "369           Nike Training  \n",
       "370           Nike Training  \n",
       "371           Nike Training  \n",
       "372           Nike Training  \n",
       "373           Nike Training  \n",
       "374              ViewRanger  \n",
       "375                 Wikiloc  \n",
       "376                 Wikiloc  \n",
       "377                 Wikiloc  \n",
       "378                 Wikiloc  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Threads number for parallel computing\n",
    "n_threads = 100\n",
    "\n",
    "# Initiate dataframe rows\n",
    "df_rows = []\n",
    "\n",
    "# Return healthkit.HKworkouts objects and prepare pandas dataframe\n",
    "workouts = hk.load_workouts(root_data, n_threads=n_threads)\n",
    "\n",
    "# Return healthkit.HKrecord objects\n",
    "records = hk.load_records(root_data, n_threads=n_threads)\n",
    "\n",
    "# Print Workout dataframe\n",
    "df_rows = [(w.activity_type, w.start_date, w.end_date, w.source_name) for w in workouts]\n",
    "df = pd.DataFrame(df_rows, columns=['Activity', 'Start', 'End', 'Source'])\\\n",
    "                .sort_values(['Source', 'Start']).reset_index(drop=True)\n",
    "display(df)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "390d5d85",
   "metadata": {},
   "source": [
    "Finally a list of dictionaries is created by the function `build_workouts_timeseries` from the `healthkit` package.\\\n",
    "Each dictionary has the following keys:\n",
    "- `workout`: the reference workout object (namely `HKWorkout`).\n",
    "- `records`: a list of records (`HKRecord`) that belong to the same time when the workout was carried out.\n",
    "- `timeseries`: a dictionary of pandas time series (made out of the `value` property of each record).\\\n",
    "Records are grouped by types, so each key of this dictionary is a record type.\n",
    "- `units`: dictionary of units. each key of this dictionary is a record type and its value is the unit of measurement (*UoM*)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "1758d4f3",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 379/379 [01:49<00:00,  3.48wrk/s, Submit jobs for building timeseries]\n",
      "100%|██████████| 379/379 [00:11<00:00, 34.31wrk/s, Build timeseries for each workout] \n"
     ]
    }
   ],
   "source": [
    "# Create a list of dict where every dict connects a workout with its records and units of measurement\n",
    "# Records are grouped by types and converted to pandas time series\n",
    "# It is possible to select a specific data source and ask for duplicated timestamps removal from time series.\n",
    "# Only time series will benefit from this clean-up processes, the 'records' keyword stores all records from \n",
    "# the original xml file.\n",
    "HK_data = hk.build_workouts_timeseries(workouts, \n",
    "                                       records, \n",
    "                                       n_threads=n_threads, \n",
    "                                       rem_duplicates=True, \n",
    "                                       ts_source=['Apple\\xa0Watch di Michele'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67f63f79",
   "metadata": {},
   "source": [
    "## Save to pickle\n",
    "We don't want to wait every time we need those *Health Kit* data!\\\n",
    "Let's save the resulting list of dictionaries to a file with `pickle`, we can then reload it whenever we want."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5cdd3c9d",
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('HKdata.pickle', mode='wb') as pickle_file:\n",
    "    pickle.dump(HK_data, file=pickle_file)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "20efddd0",
   "metadata": {},
   "source": [
    "## Load from pickle\n",
    "If you want to explore the dataset without running the previous steps, run the following cell to load `HK_data` from pickle file.\n",
    "\n",
    "**Note:** *you need a `HKdata.pickle` file inside the notebook folder.*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "723fbd47",
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('HKdata.pickle', mode='rb') as pickle_file:\n",
    "    HK_data = pickle.load(pickle_file)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d3cd75f5",
   "metadata": {},
   "source": [
    "## Workout and record types\n",
    "Now that everything is well sorted we can create two tables with workouts and records types.\\\n",
    "Find them below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "d779baec",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Workout Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>HKWorkoutActivityTypeOther</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>HKWorkoutActivityTypeCrossTraining</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>HKWorkoutActivityTypeFunctionalStrengthTraining</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>HKWorkoutActivityTypeCooldown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>HKWorkoutActivityTypeHiking</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>HKWorkoutActivityTypeCoreTraining</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>HKWorkoutActivityTypeRunning</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>HKWorkoutActivityTypeCycling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>HKWorkoutActivityTypeSwimming</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>HKWorkoutActivityTypeWalking</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>HKWorkoutActivityTypeHighIntensityIntervalTraining</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>HKWorkoutActivityTypeTennis</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          Workout Type\n",
       "0                           HKWorkoutActivityTypeOther\n",
       "1                   HKWorkoutActivityTypeCrossTraining\n",
       "2      HKWorkoutActivityTypeFunctionalStrengthTraining\n",
       "3                        HKWorkoutActivityTypeCooldown\n",
       "4                          HKWorkoutActivityTypeHiking\n",
       "5                    HKWorkoutActivityTypeCoreTraining\n",
       "6                         HKWorkoutActivityTypeRunning\n",
       "7                         HKWorkoutActivityTypeCycling\n",
       "8                        HKWorkoutActivityTypeSwimming\n",
       "9                         HKWorkoutActivityTypeWalking\n",
       "10  HKWorkoutActivityTypeHighIntensityIntervalTraining\n",
       "11                         HKWorkoutActivityTypeTennis"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Record Type</th>\n",
       "      <th>Unit</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>HKQuantityTypeIdentifierStairAscentSpeed</td>\n",
       "      <td>m/s</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>HKQuantityTypeIdentifierDistanceSwimming</td>\n",
       "      <td>m</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>HKQuantityTypeIdentifierWalkingStepLength</td>\n",
       "      <td>cm</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>HKQuantityTypeIdentifierDistanceCycling</td>\n",
       "      <td>km</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>HKQuantityTypeIdentifierBasalEnergyBurned</td>\n",
       "      <td>kcal</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>HKQuantityTypeIdentifierAppleExerciseTime</td>\n",
       "      <td>min</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>HKCategoryTypeIdentifierAppleStandHour</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>HKQuantityTypeIdentifierHeadphoneAudioExposure</td>\n",
       "      <td>dBASPL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>HKQuantityTypeIdentifierActiveEnergyBurned</td>\n",
       "      <td>kcal</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>HKQuantityTypeIdentifierDistanceWalkingRunning</td>\n",
       "      <td>km</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>HKQuantityTypeIdentifierWalkingHeartRateAverage</td>\n",
       "      <td>count/min</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>HKQuantityTypeIdentifierStepCount</td>\n",
       "      <td>count</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>HKQuantityTypeIdentifierSwimmingStrokeCount</td>\n",
       "      <td>count</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>HKQuantityTypeIdentifierWalkingDoubleSupportPercentage</td>\n",
       "      <td>%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>HKQuantityTypeIdentifierWalkingAsymmetryPercentage</td>\n",
       "      <td>%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>HKQuantityTypeIdentifierEnvironmentalAudioExposure</td>\n",
       "      <td>dBASPL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>HKCategoryTypeIdentifierSleepAnalysis</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>HKQuantityTypeIdentifierFlightsClimbed</td>\n",
       "      <td>count</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>HKQuantityTypeIdentifierAppleStandTime</td>\n",
       "      <td>min</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>HKQuantityTypeIdentifierHeartRate</td>\n",
       "      <td>count/min</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>HKQuantityTypeIdentifierRestingHeartRate</td>\n",
       "      <td>count/min</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>HKQuantityTypeIdentifierStairDescentSpeed</td>\n",
       "      <td>m/s</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>HKQuantityTypeIdentifierVO2Max</td>\n",
       "      <td>mL/min·kg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>HKQuantityTypeIdentifierHeartRateVariabilitySDNN</td>\n",
       "      <td>ms</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>HKQuantityTypeIdentifierWalkingSpeed</td>\n",
       "      <td>km/hr</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>HKCategoryTypeIdentifierHandwashingEvent</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               Record Type       Unit\n",
       "0                 HKQuantityTypeIdentifierStairAscentSpeed        m/s\n",
       "1                 HKQuantityTypeIdentifierDistanceSwimming          m\n",
       "2                HKQuantityTypeIdentifierWalkingStepLength         cm\n",
       "3                  HKQuantityTypeIdentifierDistanceCycling         km\n",
       "4                HKQuantityTypeIdentifierBasalEnergyBurned       kcal\n",
       "5                HKQuantityTypeIdentifierAppleExerciseTime        min\n",
       "6                   HKCategoryTypeIdentifierAppleStandHour       None\n",
       "7           HKQuantityTypeIdentifierHeadphoneAudioExposure     dBASPL\n",
       "8               HKQuantityTypeIdentifierActiveEnergyBurned       kcal\n",
       "9           HKQuantityTypeIdentifierDistanceWalkingRunning         km\n",
       "10         HKQuantityTypeIdentifierWalkingHeartRateAverage  count/min\n",
       "11                       HKQuantityTypeIdentifierStepCount      count\n",
       "12             HKQuantityTypeIdentifierSwimmingStrokeCount      count\n",
       "13  HKQuantityTypeIdentifierWalkingDoubleSupportPercentage          %\n",
       "14      HKQuantityTypeIdentifierWalkingAsymmetryPercentage          %\n",
       "15      HKQuantityTypeIdentifierEnvironmentalAudioExposure     dBASPL\n",
       "16                   HKCategoryTypeIdentifierSleepAnalysis       None\n",
       "17                  HKQuantityTypeIdentifierFlightsClimbed      count\n",
       "18                  HKQuantityTypeIdentifierAppleStandTime        min\n",
       "19                       HKQuantityTypeIdentifierHeartRate  count/min\n",
       "20                HKQuantityTypeIdentifierRestingHeartRate  count/min\n",
       "21               HKQuantityTypeIdentifierStairDescentSpeed        m/s\n",
       "22                          HKQuantityTypeIdentifierVO2Max  mL/min·kg\n",
       "23        HKQuantityTypeIdentifierHeartRateVariabilitySDNN         ms\n",
       "24                    HKQuantityTypeIdentifierWalkingSpeed      km/hr\n",
       "25                HKCategoryTypeIdentifierHandwashingEvent       None"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Workout types\n",
    "temp = [d['workout'].activity_type for d in HK_data]\n",
    "workout_types = pd.Series(list(set(temp)), name='Workout Type')\n",
    "display(workout_types.to_frame())\n",
    "\n",
    "# Record types (loop through records in every HK data)\n",
    "record_types = []\n",
    "units = {}\n",
    "for item in HK_data:\n",
    "    record_types = record_types + list(item['records'].keys())\n",
    "    units.update(item['units'])\n",
    "# Keep unique types from each workout\n",
    "record_types = pd.DataFrame(list(set(record_types)), columns=['Record Type'])\n",
    "record_types['Unit'] = record_types['Record Type'].apply(lambda x: units.get(x, 'Not Found'))\n",
    "display(record_types)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "232a3d5c",
   "metadata": {},
   "source": [
    "## Inspect numeric data\n",
    "This section is a simple *widget* for data visualization.\\\n",
    "Here is the list of all workouts with their *indexes* and *starting dates*.\\\n",
    "Search for one that looks interesting and keep its index in mind."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a16e4f24",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Activity</th>\n",
       "      <th>Start date</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-03-29 17:40:20+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Cross Training</td>\n",
       "      <td>2020-03-30 19:12:26+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-03-30 19:21:49+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-04-01 17:39:15+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-02 18:00:22+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-02 18:04:28+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Cross Training</td>\n",
       "      <td>2020-04-03 18:41:07+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-04-04 18:33:00+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-05 19:38:23+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Cross Training</td>\n",
       "      <td>2020-04-05 19:46:52+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-06 18:38:30+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-06 19:33:38+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Cross Training</td>\n",
       "      <td>2020-04-06 19:40:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-08 18:30:31+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-08 19:18:42+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-10 16:08:52+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Cross Training</td>\n",
       "      <td>2020-04-10 16:43:38+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-11 19:11:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-11 19:20:35+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-11 19:39:38+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-04-13 17:51:34+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-15 19:11:15+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-04-15 19:21:26+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-15 19:33:23+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-16 18:31:27+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-16 19:03:39+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-04-19 18:46:36+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-19 19:04:26+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-19 19:12:17+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-20 19:37:46+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-20 19:49:15+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-04-21 19:34:29+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-21 19:52:32+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-22 18:32:44+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-04-22 19:05:04+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-24 18:23:24+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-27 18:56:14+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-28 19:07:07+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-04-28 19:16:04+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-05-02 17:18:26+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-05-02 17:53:34+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-05-03 18:13:23+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-05-03 18:24:08+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-05-03 18:39:03+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-05-06 19:01:04+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-05-11 18:35:04+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-05-12 18:37:52+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-05-16 17:46:48+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-05-16 18:02:19+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-05-18 18:44:30+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-05-20 18:35:12+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-05-22 18:49:46+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-05-27 12:29:43+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-06-03 12:49:17+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-06-03 14:10:59+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-06-05 18:09:26+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-06-06 15:13:00+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Cross Training</td>\n",
       "      <td>2020-06-08 18:59:31+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-06-08 19:17:00+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-06-08 19:27:51+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-06-09 17:41:38+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-06-10 08:08:20+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-06-11 18:39:38+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-06-12 18:54:53+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Cross Training</td>\n",
       "      <td>2020-06-13 18:55:22+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-06-14 16:49:37+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-06-15 17:19:22+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-06-16 12:47:41+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-06-16 18:19:59+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-06-17 20:13:03+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-06-17 20:13:03+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-06-17 20:13:03+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-06-19 20:07:09+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-06-20 16:07:35+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Hiking</td>\n",
       "      <td>2020-06-21 11:01:29+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-06-22 17:17:28+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-06-22 18:54:01+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-06-25 12:34:05+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-06-26 07:48:24+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-06-28 18:30:20+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-06-29 18:16:30+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-06-30 07:59:22+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-07-02 19:09:58+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-07-04 16:51:11+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Hiking</td>\n",
       "      <td>2020-07-05 10:14:47+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-07-06 18:17:38+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-07-07 08:00:58+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-07-08 21:45:16+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-07-09 19:08:18+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Hiking</td>\n",
       "      <td>2020-07-11 09:01:39+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>Hiking</td>\n",
       "      <td>2020-07-11 12:48:23+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-07-12 11:38:59+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-07-13 18:06:13+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-07-15 13:28:13+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-07-17 18:58:23+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-07-18 17:38:09+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-07-19 17:39:23+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-07-19 20:19:58+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-07-20 18:02:20+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-07-22 07:51:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-07-23 07:51:58+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-07-26 16:31:44+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-07-28 19:10:48+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-07-29 08:11:14+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-07-29 20:02:16+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-07-30 07:55:32+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-07-31 17:56:40+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-07-31 18:48:42+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-01 17:57:25+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-02 11:24:53+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-02 12:18:31+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-02 16:14:38+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-04 08:11:50+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-04 21:18:47+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-05 07:55:19+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-06 08:30:21+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-06 18:19:43+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-07 07:47:16+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-08 11:24:18+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-08 16:12:56+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-09 09:34:31+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-09 17:13:04+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-10 11:08:00+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-10 11:59:07+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-10 15:37:34+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>Hiking</td>\n",
       "      <td>2020-08-11 14:43:07+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-12 10:37:10+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-12 11:21:47+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-13 16:21:58+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-13 16:53:08+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-14 11:41:02+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-15 21:50:59+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-16 11:17:59+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-16 17:14:53+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-16 21:45:07+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-17 16:47:12+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>Hiking</td>\n",
       "      <td>2020-08-18 09:22:29+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-19 11:50:21+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-08-19 16:46:10+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-20 11:58:24+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-20 17:12:09+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-20 21:04:07+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-21 10:38:32+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-21 21:43:36+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-22 15:04:45+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>Swimming</td>\n",
       "      <td>2020-08-22 17:15:07+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-24 07:55:55+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-08-25 18:27:27+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-26 18:06:26+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-27 18:01:08+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-28 07:53:42+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-30 00:59:53+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-30 19:02:55+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-08-30 21:56:24+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-08-31 19:18:46+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-09-02 18:51:28+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-09-05 19:20:42+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-09-06 17:10:45+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-09-07 19:15:06+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-09-08 07:56:05+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-09-09 07:47:17+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-09-13 09:55:27+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-09-14 17:37:12+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-09-18 07:55:02+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-09-20 16:58:14+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-09-20 20:32:17+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-09-21 18:57:14+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-09-22 12:15:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-09-25 08:11:49+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-09-27 17:40:37+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-09-28 17:22:49+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-10-02 08:05:14+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-10-04 15:33:57+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-10-05 19:00:17+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-10-08 07:44:46+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-10-10 16:32:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-10-12 19:07:39+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-10-15 19:16:30+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-10-16 07:34:38+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-10-17 17:08:42+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-10-19 18:19:33+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-10-23 07:55:00+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-10-27 18:54:47+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-10-28 08:29:07+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-10-28 13:14:05+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-10-28 14:38:03+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-10-30 08:16:47+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>Hiking</td>\n",
       "      <td>2020-10-31 11:17:24+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-11-02 08:36:03+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2020-11-04 08:29:20+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-08 19:05:06+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-08 19:05:06+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-08 19:05:06+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-10 20:07:40+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-10 20:23:14+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-10 20:35:33+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2020-11-11 19:04:41+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-11-11 19:14:06+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-11 19:04:17+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-11 19:04:17+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>Cross Training</td>\n",
       "      <td>2020-11-11 19:44:56+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-16 19:28:59+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-16 19:28:59+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-11-17 19:30:04+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-20 19:09:34+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-11-20 19:40:10+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-20 19:09:34+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-20 19:09:34+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-11-21 17:38:43+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-11-22 17:48:19+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>Cross Training</td>\n",
       "      <td>2020-11-22 18:16:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-11-22 18:16:46+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-11-25 16:31:14+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-11-27 13:38:20+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-11-28 17:33:34+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-11-29 16:56:31+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-03 19:43:25+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-05 17:20:36+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-06 17:03:59+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-12-07 19:14:23+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2020-12-07 19:31:48+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-12-10 19:15:58+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Other</td>\n",
       "      <td>2020-12-10 19:15:58+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-12 14:46:22+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-13 16:55:20+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-13 18:56:40+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-12-14 13:45:35+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-12-16 14:00:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-12-17 14:25:19+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-20 20:09:43+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-12-21 14:18:32+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-12-21 14:18:03+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-12-22 14:13:13+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-12-23 14:04:13+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-25 11:57:59+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-26 13:08:33+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-26 17:19:49+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>Core Training</td>\n",
       "      <td>2020-12-26 22:45:37+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>Running</td>\n",
       "      <td>2020-12-27 16:52:13+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-28 16:39:28+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>Cooldown</td>\n",
       "      <td>2020-12-28 21:55:47+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2020-12-30 16:20:35+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-03 18:17:38+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-04 18:26:16+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-05 17:37:33+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-06 18:43:45+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2021-01-07 13:42:43+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-07 20:00:39+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-01-08 13:36:48+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-09 18:20:25+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-10 17:18:53+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>Core Training</td>\n",
       "      <td>2021-01-10 21:20:31+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-01-12 14:05:20+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-12 19:04:14+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-13 14:40:55+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-01-14 14:25:32+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-15 19:26:04+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-16 17:05:07+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-17 13:22:56+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-17 16:06:08+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-01-18 14:01:03+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-19 19:26:26+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-20 15:47:21+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-20 19:12:41+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-20 20:04:03+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-23 16:38:02+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-23 18:39:51+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-01-24 16:58:27+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-25 20:28:58+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-01-26 14:21:55+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-26 19:15:50+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-26 20:08:59+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-27 19:21:39+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-27 20:08:47+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>Cycling</td>\n",
       "      <td>2021-01-28 13:40:13+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>Cycling</td>\n",
       "      <td>2021-01-28 14:53:03+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-30 17:08:35+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-01-31 17:25:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-01 19:55:45+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-01 20:39:18+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-02-02 08:55:01+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-03 20:02:12+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-03 21:08:48+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-02-04 13:50:09+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-02-05 08:48:21+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-06 18:26:14+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-06 20:22:55+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>Functional Strength Training</td>\n",
       "      <td>2021-02-07 18:31:48+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>High Intensity Interval Training</td>\n",
       "      <td>2021-02-07 18:52:17+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-02-08 18:22:17+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-09 14:50:21+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-09 18:56:40+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-09 19:58:09+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-02-10 08:51:00+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-02-11 14:23:56+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-13 17:33:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>Hiking</td>\n",
       "      <td>2021-02-14 10:38:18+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-02-15 18:22:10+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-02-16 14:05:00+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-02-18 08:47:13+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-02-19 08:59:18+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-02-20 10:02:38+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-20 19:06:50+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-20 19:58:21+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-21 18:51:42+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-02-21 19:44:47+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-02-22 14:11:44+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-02-23 18:41:44+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-02-25 14:05:15+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-02-26 08:47:37+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-02-28 17:22:51+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-03-01 14:13:12+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-02 19:44:35+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-02 20:54:26+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-03-03 08:52:13+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-03-04 14:18:01+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-03-05 08:47:49+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-07 15:31:43+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-03-08 14:04:41+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-03-09 13:58:06+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-03-10 08:47:17+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-10 14:49:10+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-03-11 14:03:18+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-03-12 08:31:02+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-13 11:48:31+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-14 13:00:48+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-14 16:36:02+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-03-15 14:23:45+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-03-16 14:04:50+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-03-17 08:47:32+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-17 19:47:29+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>331</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-17 21:15:15+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-03-18 08:34:15+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-19 19:33:00+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-20 15:29:41+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-21 16:05:32+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>336</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-23 20:14:17+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>337</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-03-24 08:47:10+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>338</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-24 19:21:36+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>339</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-03-25 19:22:47+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>340</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-03-26 08:30:01+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-03-27 10:48:56+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>342</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-03-28 16:14:24+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>343</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-03-29 07:52:24+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>344</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-03-30 13:00:30+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>345</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-03-31 07:47:48+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>346</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-04-02 09:16:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>347</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-02 15:33:34+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>348</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-02 18:24:52+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>349</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-03 14:51:39+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>350</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-04 11:27:12+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>351</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-04 17:42:19+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>352</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-05 19:18:00+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>353</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-04-06 16:55:10+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>354</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-06 20:16:28+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>355</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-06 21:07:09+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>356</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-04-07 07:52:21+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>357</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-04-08 13:39:05+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>358</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-04-09 07:43:11+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>359</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-04-10 09:51:38+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-11 16:04:24+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-11 16:59:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-12 19:12:51+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-04-13 07:47:47+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-04-14 13:12:20+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-04-15 13:18:02+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>366</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-16 18:00:54+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>367</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-16 19:06:49+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>368</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-17 11:17:34+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>369</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-18 11:40:09+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>370</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-18 14:49:42+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>371</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-04-19 07:50:43+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>372</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-04-20 13:24:19+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>373</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-20 19:26:50+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>374</th>\n",
       "      <td>Walking</td>\n",
       "      <td>2021-04-20 19:58:47+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-04-21 07:47:31+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>376</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-04-22 13:16:18+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>377</th>\n",
       "      <td>Tennis</td>\n",
       "      <td>2021-04-23 07:35:07+02:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>378</th>\n",
       "      <td>Running</td>\n",
       "      <td>2021-04-24 16:30:22+02:00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                             Activity                Start date\n",
       "0    High Intensity Interval Training 2020-03-29 17:40:20+02:00\n",
       "1                      Cross Training 2020-03-30 19:12:26+02:00\n",
       "2    High Intensity Interval Training 2020-03-30 19:21:49+02:00\n",
       "3        Functional Strength Training 2020-04-01 17:39:15+02:00\n",
       "4    High Intensity Interval Training 2020-04-02 18:00:22+02:00\n",
       "5    High Intensity Interval Training 2020-04-02 18:04:28+02:00\n",
       "6                      Cross Training 2020-04-03 18:41:07+02:00\n",
       "7        Functional Strength Training 2020-04-04 18:33:00+02:00\n",
       "8    High Intensity Interval Training 2020-04-05 19:38:23+02:00\n",
       "9                      Cross Training 2020-04-05 19:46:52+02:00\n",
       "10   High Intensity Interval Training 2020-04-06 18:38:30+02:00\n",
       "11   High Intensity Interval Training 2020-04-06 19:33:38+02:00\n",
       "12                     Cross Training 2020-04-06 19:40:54+02:00\n",
       "13   High Intensity Interval Training 2020-04-08 18:30:31+02:00\n",
       "14   High Intensity Interval Training 2020-04-08 19:18:42+02:00\n",
       "15   High Intensity Interval Training 2020-04-10 16:08:52+02:00\n",
       "16                     Cross Training 2020-04-10 16:43:38+02:00\n",
       "17   High Intensity Interval Training 2020-04-11 19:11:54+02:00\n",
       "18   High Intensity Interval Training 2020-04-11 19:20:35+02:00\n",
       "19   High Intensity Interval Training 2020-04-11 19:39:38+02:00\n",
       "20       Functional Strength Training 2020-04-13 17:51:34+02:00\n",
       "21   High Intensity Interval Training 2020-04-15 19:11:15+02:00\n",
       "22       Functional Strength Training 2020-04-15 19:21:26+02:00\n",
       "23   High Intensity Interval Training 2020-04-15 19:33:23+02:00\n",
       "24   High Intensity Interval Training 2020-04-16 18:31:27+02:00\n",
       "25   High Intensity Interval Training 2020-04-16 19:03:39+02:00\n",
       "26       Functional Strength Training 2020-04-19 18:46:36+02:00\n",
       "27   High Intensity Interval Training 2020-04-19 19:04:26+02:00\n",
       "28   High Intensity Interval Training 2020-04-19 19:12:17+02:00\n",
       "29   High Intensity Interval Training 2020-04-20 19:37:46+02:00\n",
       "30   High Intensity Interval Training 2020-04-20 19:49:15+02:00\n",
       "31       Functional Strength Training 2020-04-21 19:34:29+02:00\n",
       "32   High Intensity Interval Training 2020-04-21 19:52:32+02:00\n",
       "33   High Intensity Interval Training 2020-04-22 18:32:44+02:00\n",
       "34       Functional Strength Training 2020-04-22 19:05:04+02:00\n",
       "35   High Intensity Interval Training 2020-04-24 18:23:24+02:00\n",
       "36   High Intensity Interval Training 2020-04-27 18:56:14+02:00\n",
       "37   High Intensity Interval Training 2020-04-28 19:07:07+02:00\n",
       "38   High Intensity Interval Training 2020-04-28 19:16:04+02:00\n",
       "39   High Intensity Interval Training 2020-05-02 17:18:26+02:00\n",
       "40   High Intensity Interval Training 2020-05-02 17:53:34+02:00\n",
       "41   High Intensity Interval Training 2020-05-03 18:13:23+02:00\n",
       "42       Functional Strength Training 2020-05-03 18:24:08+02:00\n",
       "43   High Intensity Interval Training 2020-05-03 18:39:03+02:00\n",
       "44       Functional Strength Training 2020-05-06 19:01:04+02:00\n",
       "45       Functional Strength Training 2020-05-11 18:35:04+02:00\n",
       "46   High Intensity Interval Training 2020-05-12 18:37:52+02:00\n",
       "47   High Intensity Interval Training 2020-05-16 17:46:48+02:00\n",
       "48   High Intensity Interval Training 2020-05-16 18:02:19+02:00\n",
       "49                            Running 2020-05-18 18:44:30+02:00\n",
       "50                            Running 2020-05-20 18:35:12+02:00\n",
       "51                            Running 2020-05-22 18:49:46+02:00\n",
       "52                            Running 2020-05-27 12:29:43+02:00\n",
       "53                            Walking 2020-06-03 12:49:17+02:00\n",
       "54                            Walking 2020-06-03 14:10:59+02:00\n",
       "55                            Running 2020-06-05 18:09:26+02:00\n",
       "56                             Tennis 2020-06-06 15:13:00+02:00\n",
       "57                     Cross Training 2020-06-08 18:59:31+02:00\n",
       "58   High Intensity Interval Training 2020-06-08 19:17:00+02:00\n",
       "59       Functional Strength Training 2020-06-08 19:27:51+02:00\n",
       "60                            Walking 2020-06-09 17:41:38+02:00\n",
       "61                             Tennis 2020-06-10 08:08:20+02:00\n",
       "62                             Tennis 2020-06-11 18:39:38+02:00\n",
       "63                            Running 2020-06-12 18:54:53+02:00\n",
       "64                     Cross Training 2020-06-13 18:55:22+02:00\n",
       "65                            Walking 2020-06-14 16:49:37+02:00\n",
       "66                             Tennis 2020-06-15 17:19:22+02:00\n",
       "67                            Walking 2020-06-16 12:47:41+02:00\n",
       "68                            Running 2020-06-16 18:19:59+02:00\n",
       "69   High Intensity Interval Training 2020-06-17 20:13:03+02:00\n",
       "70       Functional Strength Training 2020-06-17 20:13:03+02:00\n",
       "71   High Intensity Interval Training 2020-06-17 20:13:03+02:00\n",
       "72                             Tennis 2020-06-19 20:07:09+02:00\n",
       "73                            Running 2020-06-20 16:07:35+02:00\n",
       "74                             Hiking 2020-06-21 11:01:29+02:00\n",
       "75                             Tennis 2020-06-22 17:17:28+02:00\n",
       "76                             Tennis 2020-06-22 18:54:01+02:00\n",
       "77                            Running 2020-06-25 12:34:05+02:00\n",
       "78                             Tennis 2020-06-26 07:48:24+02:00\n",
       "79                            Running 2020-06-28 18:30:20+02:00\n",
       "80                             Tennis 2020-06-29 18:16:30+02:00\n",
       "81                             Tennis 2020-06-30 07:59:22+02:00\n",
       "82                             Tennis 2020-07-02 19:09:58+02:00\n",
       "83                           Swimming 2020-07-04 16:51:11+02:00\n",
       "84                             Hiking 2020-07-05 10:14:47+02:00\n",
       "85                           Swimming 2020-07-06 18:17:38+02:00\n",
       "86                             Tennis 2020-07-07 08:00:58+02:00\n",
       "87                            Walking 2020-07-08 21:45:16+02:00\n",
       "88                             Tennis 2020-07-09 19:08:18+02:00\n",
       "89                             Hiking 2020-07-11 09:01:39+02:00\n",
       "90                             Hiking 2020-07-11 12:48:23+02:00\n",
       "91                           Swimming 2020-07-12 11:38:59+02:00\n",
       "92                           Swimming 2020-07-13 18:06:13+02:00\n",
       "93                            Running 2020-07-15 13:28:13+02:00\n",
       "94                            Running 2020-07-17 18:58:23+02:00\n",
       "95                            Walking 2020-07-18 17:38:09+02:00\n",
       "96                            Walking 2020-07-19 17:39:23+02:00\n",
       "97                            Walking 2020-07-19 20:19:58+02:00\n",
       "98                            Running 2020-07-20 18:02:20+02:00\n",
       "99                             Tennis 2020-07-22 07:51:54+02:00\n",
       "100                            Tennis 2020-07-23 07:51:58+02:00\n",
       "101                          Swimming 2020-07-26 16:31:44+02:00\n",
       "102                           Running 2020-07-28 19:10:48+02:00\n",
       "103                            Tennis 2020-07-29 08:11:14+02:00\n",
       "104                            Tennis 2020-07-29 20:02:16+02:00\n",
       "105                            Tennis 2020-07-30 07:55:32+02:00\n",
       "106                          Swimming 2020-07-31 17:56:40+02:00\n",
       "107                           Walking 2020-07-31 18:48:42+02:00\n",
       "108                            Tennis 2020-08-01 17:57:25+02:00\n",
       "109                           Walking 2020-08-02 11:24:53+02:00\n",
       "110                           Walking 2020-08-02 12:18:31+02:00\n",
       "111                          Swimming 2020-08-02 16:14:38+02:00\n",
       "112                            Tennis 2020-08-04 08:11:50+02:00\n",
       "113                           Walking 2020-08-04 21:18:47+02:00\n",
       "114                            Tennis 2020-08-05 07:55:19+02:00\n",
       "115                            Tennis 2020-08-06 08:30:21+02:00\n",
       "116                           Walking 2020-08-06 18:19:43+02:00\n",
       "117                            Tennis 2020-08-07 07:47:16+02:00\n",
       "118                           Walking 2020-08-08 11:24:18+02:00\n",
       "119                          Swimming 2020-08-08 16:12:56+02:00\n",
       "120                            Tennis 2020-08-09 09:34:31+02:00\n",
       "121                          Swimming 2020-08-09 17:13:04+02:00\n",
       "122                          Swimming 2020-08-10 11:08:00+02:00\n",
       "123                          Swimming 2020-08-10 11:59:07+02:00\n",
       "124                          Swimming 2020-08-10 15:37:34+02:00\n",
       "125                            Hiking 2020-08-11 14:43:07+02:00\n",
       "126                          Swimming 2020-08-12 10:37:10+02:00\n",
       "127                          Swimming 2020-08-12 11:21:47+02:00\n",
       "128                          Swimming 2020-08-13 16:21:58+02:00\n",
       "129                           Walking 2020-08-13 16:53:08+02:00\n",
       "130                          Swimming 2020-08-14 11:41:02+02:00\n",
       "131                           Walking 2020-08-15 21:50:59+02:00\n",
       "132                          Swimming 2020-08-16 11:17:59+02:00\n",
       "133                          Swimming 2020-08-16 17:14:53+02:00\n",
       "134                           Walking 2020-08-16 21:45:07+02:00\n",
       "135                           Walking 2020-08-17 16:47:12+02:00\n",
       "136                            Hiking 2020-08-18 09:22:29+02:00\n",
       "137                          Swimming 2020-08-19 11:50:21+02:00\n",
       "138                             Other 2020-08-19 16:46:10+02:00\n",
       "139                          Swimming 2020-08-20 11:58:24+02:00\n",
       "140                            Tennis 2020-08-20 17:12:09+02:00\n",
       "141                           Walking 2020-08-20 21:04:07+02:00\n",
       "142                          Swimming 2020-08-21 10:38:32+02:00\n",
       "143                           Walking 2020-08-21 21:43:36+02:00\n",
       "144                          Swimming 2020-08-22 15:04:45+02:00\n",
       "145                          Swimming 2020-08-22 17:15:07+02:00\n",
       "146                            Tennis 2020-08-24 07:55:55+02:00\n",
       "147                           Running 2020-08-25 18:27:27+02:00\n",
       "148                            Tennis 2020-08-26 18:06:26+02:00\n",
       "149                            Tennis 2020-08-27 18:01:08+02:00\n",
       "150                            Tennis 2020-08-28 07:53:42+02:00\n",
       "151                           Walking 2020-08-30 00:59:53+02:00\n",
       "152                            Tennis 2020-08-30 19:02:55+02:00\n",
       "153                           Walking 2020-08-30 21:56:24+02:00\n",
       "154                            Tennis 2020-08-31 19:18:46+02:00\n",
       "155                           Walking 2020-09-02 18:51:28+02:00\n",
       "156                           Running 2020-09-05 19:20:42+02:00\n",
       "157                           Running 2020-09-06 17:10:45+02:00\n",
       "158                            Tennis 2020-09-07 19:15:06+02:00\n",
       "159                            Tennis 2020-09-08 07:56:05+02:00\n",
       "160                            Tennis 2020-09-09 07:47:17+02:00\n",
       "161                           Walking 2020-09-13 09:55:27+02:00\n",
       "162                            Tennis 2020-09-14 17:37:12+02:00\n",
       "163                            Tennis 2020-09-18 07:55:02+02:00\n",
       "164                           Running 2020-09-20 16:58:14+02:00\n",
       "165                           Walking 2020-09-20 20:32:17+02:00\n",
       "166                            Tennis 2020-09-21 18:57:14+02:00\n",
       "167                            Tennis 2020-09-22 12:15:54+02:00\n",
       "168                            Tennis 2020-09-25 08:11:49+02:00\n",
       "169                           Running 2020-09-27 17:40:37+02:00\n",
       "170                            Tennis 2020-09-28 17:22:49+02:00\n",
       "171                            Tennis 2020-10-02 08:05:14+02:00\n",
       "172                            Tennis 2020-10-04 15:33:57+02:00\n",
       "173                            Tennis 2020-10-05 19:00:17+02:00\n",
       "174                            Tennis 2020-10-08 07:44:46+02:00\n",
       "175                           Running 2020-10-10 16:32:54+02:00\n",
       "176                            Tennis 2020-10-12 19:07:39+02:00\n",
       "177                            Tennis 2020-10-15 19:16:30+02:00\n",
       "178                            Tennis 2020-10-16 07:34:38+02:00\n",
       "179                           Running 2020-10-17 17:08:42+02:00\n",
       "180                            Tennis 2020-10-19 18:19:33+02:00\n",
       "181                            Tennis 2020-10-23 07:55:00+02:00\n",
       "182                           Running 2020-10-27 18:54:47+02:00\n",
       "183                            Tennis 2020-10-28 08:29:07+02:00\n",
       "184                           Walking 2020-10-28 13:14:05+02:00\n",
       "185                           Walking 2020-10-28 14:38:03+02:00\n",
       "186                            Tennis 2020-10-30 08:16:47+02:00\n",
       "187                            Hiking 2020-10-31 11:17:24+02:00\n",
       "188                            Tennis 2020-11-02 08:36:03+02:00\n",
       "189                            Tennis 2020-11-04 08:29:20+02:00\n",
       "190                             Other 2020-11-08 19:05:06+02:00\n",
       "191                             Other 2020-11-08 19:05:06+02:00\n",
       "192                             Other 2020-11-08 19:05:06+02:00\n",
       "193                             Other 2020-11-10 20:07:40+02:00\n",
       "194                             Other 2020-11-10 20:23:14+02:00\n",
       "195                             Other 2020-11-10 20:35:33+02:00\n",
       "196      Functional Strength Training 2020-11-11 19:04:41+02:00\n",
       "197  High Intensity Interval Training 2020-11-11 19:14:06+02:00\n",
       "198                             Other 2020-11-11 19:04:17+02:00\n",
       "199                             Other 2020-11-11 19:04:17+02:00\n",
       "200                    Cross Training 2020-11-11 19:44:56+02:00\n",
       "201                             Other 2020-11-16 19:28:59+02:00\n",
       "202                             Other 2020-11-16 19:28:59+02:00\n",
       "203                           Walking 2020-11-17 19:30:04+02:00\n",
       "204                             Other 2020-11-20 19:09:34+02:00\n",
       "205  High Intensity Interval Training 2020-11-20 19:40:10+02:00\n",
       "206                             Other 2020-11-20 19:09:34+02:00\n",
       "207                             Other 2020-11-20 19:09:34+02:00\n",
       "208                           Walking 2020-11-21 17:38:43+02:00\n",
       "209                           Running 2020-11-22 17:48:19+02:00\n",
       "210                    Cross Training 2020-11-22 18:16:54+02:00\n",
       "211                             Other 2020-11-22 18:16:46+02:00\n",
       "212                           Walking 2020-11-25 16:31:14+02:00\n",
       "213                           Running 2020-11-27 13:38:20+02:00\n",
       "214                           Walking 2020-11-28 17:33:34+02:00\n",
       "215                           Running 2020-11-29 16:56:31+02:00\n",
       "216                           Walking 2020-12-03 19:43:25+02:00\n",
       "217                           Walking 2020-12-05 17:20:36+02:00\n",
       "218                           Walking 2020-12-06 17:03:59+02:00\n",
       "219  High Intensity Interval Training 2020-12-07 19:14:23+02:00\n",
       "220  High Intensity Interval Training 2020-12-07 19:31:48+02:00\n",
       "221                             Other 2020-12-10 19:15:58+02:00\n",
       "222                             Other 2020-12-10 19:15:58+02:00\n",
       "223                           Walking 2020-12-12 14:46:22+02:00\n",
       "224                           Walking 2020-12-13 16:55:20+02:00\n",
       "225                           Walking 2020-12-13 18:56:40+02:00\n",
       "226                           Running 2020-12-14 13:45:35+02:00\n",
       "227                           Running 2020-12-16 14:00:54+02:00\n",
       "228                           Running 2020-12-17 14:25:19+02:00\n",
       "229                           Walking 2020-12-20 20:09:43+02:00\n",
       "230                           Running 2020-12-21 14:18:32+02:00\n",
       "231                           Running 2020-12-21 14:18:03+02:00\n",
       "232                           Running 2020-12-22 14:13:13+02:00\n",
       "233                           Running 2020-12-23 14:04:13+02:00\n",
       "234                           Walking 2020-12-25 11:57:59+02:00\n",
       "235                           Walking 2020-12-26 13:08:33+02:00\n",
       "236                           Walking 2020-12-26 17:19:49+02:00\n",
       "237                     Core Training 2020-12-26 22:45:37+02:00\n",
       "238                           Running 2020-12-27 16:52:13+02:00\n",
       "239                           Walking 2020-12-28 16:39:28+02:00\n",
       "240                          Cooldown 2020-12-28 21:55:47+02:00\n",
       "241                           Walking 2020-12-30 16:20:35+02:00\n",
       "242                           Walking 2021-01-03 18:17:38+02:00\n",
       "243                           Walking 2021-01-04 18:26:16+02:00\n",
       "244                           Walking 2021-01-05 17:37:33+02:00\n",
       "245                           Walking 2021-01-06 18:43:45+02:00\n",
       "246      Functional Strength Training 2021-01-07 13:42:43+02:00\n",
       "247                           Walking 2021-01-07 20:00:39+02:00\n",
       "248                           Running 2021-01-08 13:36:48+02:00\n",
       "249                           Walking 2021-01-09 18:20:25+02:00\n",
       "250                           Walking 2021-01-10 17:18:53+02:00\n",
       "251                     Core Training 2021-01-10 21:20:31+02:00\n",
       "252                           Running 2021-01-12 14:05:20+02:00\n",
       "253                           Walking 2021-01-12 19:04:14+02:00\n",
       "254                           Walking 2021-01-13 14:40:55+02:00\n",
       "255                           Running 2021-01-14 14:25:32+02:00\n",
       "256                           Walking 2021-01-15 19:26:04+02:00\n",
       "257                           Walking 2021-01-16 17:05:07+02:00\n",
       "258                           Walking 2021-01-17 13:22:56+02:00\n",
       "259                           Walking 2021-01-17 16:06:08+02:00\n",
       "260                           Running 2021-01-18 14:01:03+02:00\n",
       "261                           Walking 2021-01-19 19:26:26+02:00\n",
       "262                           Walking 2021-01-20 15:47:21+02:00\n",
       "263                           Walking 2021-01-20 19:12:41+02:00\n",
       "264                           Walking 2021-01-20 20:04:03+02:00\n",
       "265                           Walking 2021-01-23 16:38:02+02:00\n",
       "266                           Walking 2021-01-23 18:39:51+02:00\n",
       "267                           Running 2021-01-24 16:58:27+02:00\n",
       "268                           Walking 2021-01-25 20:28:58+02:00\n",
       "269                           Running 2021-01-26 14:21:55+02:00\n",
       "270                           Walking 2021-01-26 19:15:50+02:00\n",
       "271                           Walking 2021-01-26 20:08:59+02:00\n",
       "272                           Walking 2021-01-27 19:21:39+02:00\n",
       "273                           Walking 2021-01-27 20:08:47+02:00\n",
       "274                           Cycling 2021-01-28 13:40:13+02:00\n",
       "275                           Cycling 2021-01-28 14:53:03+02:00\n",
       "276                           Walking 2021-01-30 17:08:35+02:00\n",
       "277                           Walking 2021-01-31 17:25:54+02:00\n",
       "278                           Walking 2021-02-01 19:55:45+02:00\n",
       "279                           Walking 2021-02-01 20:39:18+02:00\n",
       "280                            Tennis 2021-02-02 08:55:01+02:00\n",
       "281                           Walking 2021-02-03 20:02:12+02:00\n",
       "282                           Walking 2021-02-03 21:08:48+02:00\n",
       "283                           Running 2021-02-04 13:50:09+02:00\n",
       "284                            Tennis 2021-02-05 08:48:21+02:00\n",
       "285                           Walking 2021-02-06 18:26:14+02:00\n",
       "286                           Walking 2021-02-06 20:22:55+02:00\n",
       "287      Functional Strength Training 2021-02-07 18:31:48+02:00\n",
       "288  High Intensity Interval Training 2021-02-07 18:52:17+02:00\n",
       "289                            Tennis 2021-02-08 18:22:17+02:00\n",
       "290                           Walking 2021-02-09 14:50:21+02:00\n",
       "291                           Walking 2021-02-09 18:56:40+02:00\n",
       "292                           Walking 2021-02-09 19:58:09+02:00\n",
       "293                            Tennis 2021-02-10 08:51:00+02:00\n",
       "294                           Running 2021-02-11 14:23:56+02:00\n",
       "295                           Walking 2021-02-13 17:33:54+02:00\n",
       "296                            Hiking 2021-02-14 10:38:18+02:00\n",
       "297                            Tennis 2021-02-15 18:22:10+02:00\n",
       "298                           Running 2021-02-16 14:05:00+02:00\n",
       "299                            Tennis 2021-02-18 08:47:13+02:00\n",
       "300                            Tennis 2021-02-19 08:59:18+02:00\n",
       "301                            Tennis 2021-02-20 10:02:38+02:00\n",
       "302                           Walking 2021-02-20 19:06:50+02:00\n",
       "303                           Walking 2021-02-20 19:58:21+02:00\n",
       "304                           Walking 2021-02-21 18:51:42+02:00\n",
       "305                           Walking 2021-02-21 19:44:47+02:00\n",
       "306                           Running 2021-02-22 14:11:44+02:00\n",
       "307                            Tennis 2021-02-23 18:41:44+02:00\n",
       "308                           Running 2021-02-25 14:05:15+02:00\n",
       "309                            Tennis 2021-02-26 08:47:37+02:00\n",
       "310                           Running 2021-02-28 17:22:51+02:00\n",
       "311                           Running 2021-03-01 14:13:12+02:00\n",
       "312                           Walking 2021-03-02 19:44:35+02:00\n",
       "313                           Walking 2021-03-02 20:54:26+02:00\n",
       "314                            Tennis 2021-03-03 08:52:13+02:00\n",
       "315                           Running 2021-03-04 14:18:01+02:00\n",
       "316                            Tennis 2021-03-05 08:47:49+02:00\n",
       "317                           Walking 2021-03-07 15:31:43+02:00\n",
       "318                           Running 2021-03-08 14:04:41+02:00\n",
       "319                           Running 2021-03-09 13:58:06+02:00\n",
       "320                            Tennis 2021-03-10 08:47:17+02:00\n",
       "321                           Walking 2021-03-10 14:49:10+02:00\n",
       "322                           Running 2021-03-11 14:03:18+02:00\n",
       "323                            Tennis 2021-03-12 08:31:02+02:00\n",
       "324                           Walking 2021-03-13 11:48:31+02:00\n",
       "325                           Walking 2021-03-14 13:00:48+02:00\n",
       "326                           Walking 2021-03-14 16:36:02+02:00\n",
       "327                           Running 2021-03-15 14:23:45+02:00\n",
       "328                           Running 2021-03-16 14:04:50+02:00\n",
       "329                            Tennis 2021-03-17 08:47:32+02:00\n",
       "330                           Walking 2021-03-17 19:47:29+02:00\n",
       "331                           Walking 2021-03-17 21:15:15+02:00\n",
       "332                            Tennis 2021-03-18 08:34:15+02:00\n",
       "333                           Walking 2021-03-19 19:33:00+02:00\n",
       "334                           Walking 2021-03-20 15:29:41+02:00\n",
       "335                           Walking 2021-03-21 16:05:32+02:00\n",
       "336                           Walking 2021-03-23 20:14:17+02:00\n",
       "337                            Tennis 2021-03-24 08:47:10+02:00\n",
       "338                           Walking 2021-03-24 19:21:36+02:00\n",
       "339                           Walking 2021-03-25 19:22:47+02:00\n",
       "340                            Tennis 2021-03-26 08:30:01+02:00\n",
       "341                            Tennis 2021-03-27 10:48:56+02:00\n",
       "342                           Running 2021-03-28 16:14:24+02:00\n",
       "343                            Tennis 2021-03-29 07:52:24+02:00\n",
       "344                           Running 2021-03-30 13:00:30+02:00\n",
       "345                            Tennis 2021-03-31 07:47:48+02:00\n",
       "346                            Tennis 2021-04-02 09:16:54+02:00\n",
       "347                           Walking 2021-04-02 15:33:34+02:00\n",
       "348                           Walking 2021-04-02 18:24:52+02:00\n",
       "349                           Walking 2021-04-03 14:51:39+02:00\n",
       "350                           Walking 2021-04-04 11:27:12+02:00\n",
       "351                           Walking 2021-04-04 17:42:19+02:00\n",
       "352                           Walking 2021-04-05 19:18:00+02:00\n",
       "353                           Running 2021-04-06 16:55:10+02:00\n",
       "354                           Walking 2021-04-06 20:16:28+02:00\n",
       "355                           Walking 2021-04-06 21:07:09+02:00\n",
       "356                            Tennis 2021-04-07 07:52:21+02:00\n",
       "357                           Running 2021-04-08 13:39:05+02:00\n",
       "358                            Tennis 2021-04-09 07:43:11+02:00\n",
       "359                            Tennis 2021-04-10 09:51:38+02:00\n",
       "360                           Walking 2021-04-11 16:04:24+02:00\n",
       "361                           Walking 2021-04-11 16:59:54+02:00\n",
       "362                           Walking 2021-04-12 19:12:51+02:00\n",
       "363                            Tennis 2021-04-13 07:47:47+02:00\n",
       "364                           Running 2021-04-14 13:12:20+02:00\n",
       "365                           Running 2021-04-15 13:18:02+02:00\n",
       "366                           Walking 2021-04-16 18:00:54+02:00\n",
       "367                           Walking 2021-04-16 19:06:49+02:00\n",
       "368                           Walking 2021-04-17 11:17:34+02:00\n",
       "369                           Walking 2021-04-18 11:40:09+02:00\n",
       "370                           Walking 2021-04-18 14:49:42+02:00\n",
       "371                            Tennis 2021-04-19 07:50:43+02:00\n",
       "372                           Running 2021-04-20 13:24:19+02:00\n",
       "373                           Walking 2021-04-20 19:26:50+02:00\n",
       "374                           Walking 2021-04-20 19:58:47+02:00\n",
       "375                            Tennis 2021-04-21 07:47:31+02:00\n",
       "376                           Running 2021-04-22 13:16:18+02:00\n",
       "377                            Tennis 2021-04-23 07:35:07+02:00\n",
       "378                           Running 2021-04-24 16:30:22+02:00"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "activity = [item['workout'].activity_type.replace('HKWorkoutActivityType','') for item in HK_data]\n",
    "activity = [re.sub(r'(\\w)([A-Z])', r'\\1 \\2', a) for a in activity]\n",
    "start_date = [item['workout'].start_date for item in HK_data]\n",
    "workouts_indexes = pd.DataFrame({'Activity': activity, 'Start date': start_date})\n",
    "display(workouts_indexes)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "389e83f2",
   "metadata": {},
   "source": [
    "Now run the following cell and then fill the `Workout index` selector with the index you have choosen from the previous table (if you input the number with your keayboard, click outside of the selector to plot the data).\\\n",
    "All the available timseries for th selected workout are plotted right below, and since they are empowered by `plotly`, they are completely interactive.\n",
    "\n",
    "Enjoy your time, explorator!\n",
    "\n",
    "**Note:** *if a source for timeseries has been set by using `ts_source` in `hk.build_workouts_timeseries` it may happens that some workout will have no available timeseries to plot (because they belong to an excluded source).*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "31f990ed",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "29d98a066c6544c9a851d732d0596333",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "BoundedIntText(value=0, description='Workout index:', layout=Layout(height='40px', width='160px'), max=378, st…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ACTIVITY TYPE: High Intensity Interval Training\n",
      "SOURCE: Nike Training\n"
     ]
    }
   ],
   "source": [
    "def print_selected_workout(idx):\n",
    "    # Create lambda for remove apple references and left meaningfule name - RegEx\n",
    "    clean_ts_names = lambda name: re.sub(r\"(\\w)([A-Z])\", r\"\\1 \\2\", name.replace('HKQuantityTypeIdentifier',''))\n",
    "    clean_act_names = lambda name: re.sub(r\"(\\w)([A-Z])\", r\"\\1 \\2\", name.replace('HKWorkoutActivityType',''))\n",
    "    \n",
    "    # Extract time series\n",
    "    sel_data = HK_data[idx.new]['timeseries']\n",
    "    sel_dict = {rec_type: sel_data[rec_type] for rec_type in sel_data if 'category' not in rec_type.lower()}\n",
    "    \n",
    "    # Color palette (repeat the palette if more colors are required)\n",
    "    colors = [\"#1e78a8\", \"#c70a26\", \"#e6af2e\", \"#4c956c\", \"#8bc1c4\", \n",
    "              \"#1a5a5e\", \"#7a776e\", \"#6b2b67\", \"#223f4f\", \"#9c895f\"]\n",
    "    if len(sel_dict) <= len(colors):\n",
    "        color_list = colors\n",
    "    else:\n",
    "        n, r = divmod(len(sel_dict), len(colors))\n",
    "        color_list = colors * (n + 1 if r > 0 else 0)\n",
    "    color_n = 0\n",
    "    \n",
    "    # Clean output (used by widget when refreshing)\n",
    "    IPython.display.clear_output()\n",
    "    display(selector)\n",
    "    \n",
    "    # Print activity type (remove apple references and left meaningfule name - RegEx)\n",
    "    activity = clean_act_names(HK_data[idx.new]['workout'].activity_type)\n",
    "    source = clean_act_names(HK_data[idx.new]['workout'].source_name)\n",
    "    print(f\"ACTIVITY TYPE: {activity}\")\n",
    "    print(f\"SOURCE: {source}\")\n",
    "    \n",
    "    # Plot all time series\n",
    "    for k, ts in sel_dict.items():\n",
    "        fig = go.Figure()\n",
    "        fig.add_trace(go.Scatter(x=ts.index.to_numpy(), \n",
    "                                 y=ts.to_numpy(), \n",
    "                                 name=clean_ts_names(k), \n",
    "                                 mode=\"markers+lines\",\n",
    "                                 line_color=color_list[color_n],\n",
    "                                 marker_color=color_list[color_n],\n",
    "                                 marker_size=8,\n",
    "                                 marker_symbol='diamond-open-dot',\n",
    "                                 marker_line_width=1.5))\n",
    "        color_n += 1\n",
    "    \n",
    "        # Show plotted image\n",
    "        fig.update_layout(height=300, width=950, showlegend=False,\n",
    "                         title=clean_ts_names(k) + ' [' + HK_data[idx.new]['units'].get(k) + ']')\n",
    "        fig.show()\n",
    "\n",
    "# Create widget (smple layout with selector)\n",
    "layout = widgets.Layout(width='160px', height='40px')\n",
    "selector = widgets.BoundedIntText(value=1,\n",
    "                                  min=0,\n",
    "                                  max=len(HK_data)-1,\n",
    "                                  step=1,\n",
    "                                  description='Workout index:',\n",
    "                                  layout=layout,\n",
    "                                  style={'description_width': 'initial'})\n",
    "\n",
    "# Connect selector to callout function\n",
    "selector.observe(print_selected_workout, 'value')\n",
    "\n",
    "# Start by plotting the first workout\n",
    "selector.value=0"
   ]
  }
 ],
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