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PULSE dataset

Alexandre Esse; Vladimir Urosevic


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    "version": "3.0", 
    "contributors": [
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        "orcid": "0000-0002-8524-1318", 
        "affiliation": "IMT", 
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        "name": "Alexandre Esse"
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        "affiliation": "Belit", 
        "type": "DataManager", 
        "name": "Vladimir Urosevic"
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    "title": "PULSE dataset", 
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    "notes": "Final version adding measured environmental data.", 
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    "language": "eng", 
    "access_conditions": "<p>If you access these data, you must mention &ldquo;PULSE DATA H2020 - 727816&rdquo; in any dissemination activities related to data being exploited.</p>", 
    "grants": [
      {
        "code": "727816", 
        "links": {
          "self": "https://zenodo.org/api/grants/10.13039/501100000780::727816"
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        "title": "Participatory Urban Living for Sustainable Environments", 
        "acronym": "PULSE", 
        "program": "H2020", 
        "funder": {
          "doi": "10.13039/501100000780", 
          "acronyms": [], 
          "name": "European Commission", 
          "links": {
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    "keywords": [
      "T2D", 
      "Diabetes", 
      "Asthma", 
      "Air quality", 
      "Well-being", 
      "Exposure model"
    ], 
    "publication_date": "2020-07-02", 
    "creators": [
      {
        "orcid": "0000-0002-8524-1318", 
        "affiliation": "IMT", 
        "name": "Alexandre Esse"
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        "affiliation": "Belit", 
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    "description": "<p><strong>Motivation</strong></p>\n\n<p>This dataset is derived and cleaned from the full PULSE project dataset to share with others data gathered about the users during the project.</p>\n\n<p><strong>Disclaimer</strong></p>\n\n<p>Any third party need to respect ethics rules and GDPR and must mention &ldquo;PULSE DATA H2020 - 727816&rdquo; in any dissemination activities related to data being exploited. Also, you should provide a link to the project associated website: <a href=\"http://www.project-pulse.eu/\">http://www.project-pulse.eu/</a></p>\n\n<p>The data provided in the files is provided as is. Despite our best efforts at filtering out potential issues, some information could be erroneous.</p>\n\n<p><strong>Description of the dataset</strong></p>\n\n<p>The only difference with the original dataset comes from anonymised user information.</p>\n\n<p>The dataset contains data related to different health risk models alongside citizen activity data collected with different sensors.</p>\n\n<p>The dataset content related to the health risk models is described in a dedicated JSON file: <em>PULSE_shared_data_definition_final.json</em></p>\n\n<p><em>environmental_monitoring_positions.csv</em> contains the key data about each measuring sensor device deployed by the PULSE project: its brand, model, and a time series of GPS positions (latitude &amp; longitude) where each have been installed throughout the PULSE project (for most devices it is a single urban location where the device has been fixed from the start, but some devices have been mounted on several different locations over time).</p>\n\n<p>The <em>unique_device_id</em> is the key&nbsp;field relating the measured values from the <em>urban_environment_sensor_data_x.csv </em>files with the device information and locations in&nbsp;<em>environmental_monitoring_position.csv</em> file, as described in the updated&nbsp;<em>PULSE_shared_data_definition_final.json</em> JSON file. &nbsp;</p>"
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