Dataset Restricted Access

PULSE dataset

Alexandre Esse; Vladimir Urosevic


MARC21 XML Export

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    <subfield code="a">Final version adding measured environmental data.</subfield>
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    <subfield code="a">&lt;p&gt;&lt;strong&gt;Motivation&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;This dataset is derived and cleaned from the full PULSE project dataset to share with others data gathered about the users during the project.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Disclaimer&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Any third party need to respect ethics rules and GDPR and must mention &amp;ldquo;PULSE DATA H2020 - 727816&amp;rdquo; in any dissemination activities related to data being exploited. Also, you should provide a link to the project associated website: &lt;a href="http://www.project-pulse.eu/"&gt;http://www.project-pulse.eu/&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The data provided in the files is provided as is. Despite our best efforts at filtering out potential issues, some information could be erroneous.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Description of the dataset&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The only difference with the original dataset comes from anonymised user information.&lt;/p&gt;

&lt;p&gt;The dataset contains data related to different health risk models alongside citizen activity data collected with different sensors.&lt;/p&gt;

&lt;p&gt;The dataset content related to the health risk models is described in a dedicated JSON file: &lt;em&gt;PULSE_shared_data_definition_final.json&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;environmental_monitoring_positions.csv&lt;/em&gt; 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;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).&lt;/p&gt;

&lt;p&gt;The &lt;em&gt;unique_device_id&lt;/em&gt; is the key&amp;nbsp;field relating the measured values from the &lt;em&gt;urban_environment_sensor_data_x.csv &lt;/em&gt;files with the device information and locations in&amp;nbsp;&lt;em&gt;environmental_monitoring_position.csv&lt;/em&gt; file, as described in the updated&amp;nbsp;&lt;em&gt;PULSE_shared_data_definition_final.json&lt;/em&gt; JSON file. &amp;nbsp;&lt;/p&gt;</subfield>
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    <subfield code="a">Diabetes</subfield>
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    <subfield code="a">Asthma</subfield>
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    <subfield code="a">Air quality</subfield>
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