midas-data.owl

<?xml version="1.0"?>
<rdf:RDF xmlns="http://midasnetwork.us/datasets/"
     xml:base="http://midasnetwork.us/datasets/"
     xmlns:owl="http://www.w3.org/2002/07/owl#"
     xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
     xmlns:xml="http://www.w3.org/XML/1998/namespace"
     xmlns:xsd="http://www.w3.org/2001/XMLSchema#"
     xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#"
     xmlns:datasets="http://midasnetwork.us/datasets#">
    <owl:Ontology rdf:about="http://midasnetwork.us/datasets"/>
    


    <!-- 
    ///////////////////////////////////////////////////////////////////////////////////////
    //
    // Annotation properties
    //
    ///////////////////////////////////////////////////////////////////////////////////////
     -->

    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000001 -->

    <owl:AnnotationProperty rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000001">
        <rdfs:label xml:lang="en">Definition</rdfs:label>
        <rdfs:subPropertyOf rdf:resource="http://www.w3.org/2000/01/rdf-schema#isDefinedBy"/>
    </owl:AnnotationProperty>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000003 -->

    <owl:AnnotationProperty rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000003">
        <rdfs:label xml:lang="en">definition</rdfs:label>
    </owl:AnnotationProperty>
    


    <!-- 
    ///////////////////////////////////////////////////////////////////////////////////////
    //
    // Classes
    //
    ///////////////////////////////////////////////////////////////////////////////////////
     -->

    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000000 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000000">
        <datasets:MIDAS_DATA000003>A medical diagnosis associated with a given outbreak or dataset related to that outbreak. Usually will refer to an ICD, NCIT, UMLS, or similar code.</datasets:MIDAS_DATA000003>
        <rdfs:comment></rdfs:comment>
        <rdfs:label xml:lang="en">Diagnosis</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000002 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000002">
        <datasets:MIDAS_DATA000003>The subject of the digital object - what it is about.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Topic</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000004 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000004">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000000"/>
        <datasets:MIDAS_DATA000003>Associated with the 2019-2020 COVID-19 outbreak.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">COVID-19</rdfs:label>
        <rdfs:seeAlso>ICD Code U07.1</rdfs:seeAlso>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000005 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000005">
        <datasets:MIDAS_DATA000003>The &quot;domain&quot; of the entity - specifically, the focus of the data contained therein.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Biological Scale</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000006 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000006">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <datasets:MIDAS_DATA000003>Mathematical descriptions or representations of infectious disease systems, processes, transmission, etc.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Modeling</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000007 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000007">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000011"/>
        <datasets:MIDAS_DATA000003>Collections of entities from the research literature, or derived from the literature.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Literature</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000008 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000008">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000005"/>
        <datasets:MIDAS_DATA000003>Items referring to sequence-level data, including genomics, microbiomics, proteomics, etc.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Molecular</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000009 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000009">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000005"/>
        <datasets:MIDAS_DATA000003>Items corresponding to entire populations or subpopulations. Might be geographically or temporally temporally limited.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Population</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000010 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000010">
        <datasets:MIDAS_DATA000003>Descriptors of the data found in the dataset - broadly categorizing the entries that might be annotated with this model</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Digital Object Type</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000011 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000011">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000010"/>
        <datasets:MIDAS_DATA000003>A collection of links to other data items, often found in external repositories. No claims are made as to the format or consistency of the items associated with those links.</datasets:MIDAS_DATA000003>
        <rdfs:comment>Probably should link to some external dataset.</rdfs:comment>
        <rdfs:label xml:lang="en">Catalog</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000012 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000012">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000010"/>
        <datasets:MIDAS_DATA000003>An interactive display, usually in the form of a web page, that provides a summary of the current state of some dataset, usually from multiple perspectives. May include both counrs and forecats.</datasets:MIDAS_DATA000003>
        <rdfs:comment>link to some existing ontological term?</rdfs:comment>
        <rdfs:label xml:lang="en">Dashboard</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000013 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000013">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000010"/>
        <datasets:MIDAS_DATA000003>Code that allows users to change input and obtain modified output (interactive)</datasets:MIDAS_DATA000003>
        <rdfs:comment>link to some external entity?</rdfs:comment>
        <rdfs:label xml:lang="en">Software</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000014 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000014">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000010"/>
        <datasets:MIDAS_DATA000003>A collection of data presented in a formatted and defined manner, along with metadata enabling interpretation of that data. Might be one of the elements in a catalog or repository</datasets:MIDAS_DATA000003>
        <rdfs:comment>is there some existing external definition to tie this to?</rdfs:comment>
        <rdfs:label xml:lang="en">Dataset</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000015 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000015">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000006"/>
        <datasets:MIDAS_DATA000003 xml:lang="en">The goal or purpose of a modeling study</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Purpose</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000016 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000016">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000006"/>
        <datasets:MIDAS_DATA000003 xml:lang="en">The method or type of model used to achieve the purpose</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Method</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000017 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000017">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000016"/>
        <datasets:MIDAS_DATA000003 xml:lang="en">Models utilizing regression, time series methods, including ARIMA or weighted moving averages, or similar methods.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Statistical models</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000018 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000018">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000015"/>
        <datasets:MIDAS_DATA000003 xml:lang="en">Projections of outbreak behavior into some future time, determined relative to a defined starting point. Might include retrospective projects or projections for current activitiy (known as &quot;now-casting&quot;).</datasets:MIDAS_DATA000003>
        <rdfs:label>Forecasting</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000021 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000021">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Information about capacity, including hospital beds, PPE supplies, nursing home capacity, testing sites, therapeutics, etc. This can be information about, for example, the number of beds available now, the total number of beds regardless of occupancy, or the proportion of beds that are availabe.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Health system capacity</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000025 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000025">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000013"/>
        <datasets:MIDAS_DATA000003>Code for facilitating access to modeling data from a remote source.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Data retrieval/API</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000028 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000028">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000029"/>
        <datasets:MIDAS_DATA000003>Construction and/or visualization of phylogenetic trees based on sequence data</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Phylogenetics</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000029 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000029">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000008"/>
        <datasets:MIDAS_DATA000003>Analysis and comparison of DNA, RNA, or other sequence data. Includes all types of analyses, including alignment, cleaning, and other comparisons.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Sequence data</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000030 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000030">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000007"/>
        <datasets:MIDAS_DATA000003>Papers describing modeling studies</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Modeling studies</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000032 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000032">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000010"/>
        <datasets:MIDAS_DATA000003>A collection of information in various types of structured or non-structured formats</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Repository</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000033 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000033">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000007"/>
        <datasets:MIDAS_DATA000003>A catalog focused on a specific disease</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Disease-specific collection</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000034 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000034">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Information about diagnostic tests, including serology and PCR tests. This includes test results, including seroprevalence studies, as well as validity or test performance information (e.g., sensitivity, specificity).</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Diagnostic Tests</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000035 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000035">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000043"/>
        <datasets:MIDAS_DATA000003>Data on impact of outbreak on humanitarian efforts external to the outbreak. For example, the impact of the COVID-19 pandemic on childhood vaccination.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Aid/responses</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000036 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000036">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Data describing human behavior in terms of shopping gathering, transit, etc.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Behavior</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000038 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000038">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Counts of cases, deaths, etc. Often includes multiple types of counts as not compatible with more specific labels. Information about diagnostic tests, results, including serology tests, PCR, and other tests. Can include various methods of estimation, including the COVID-19 Forecast and Scenario Hubs</datasets:MIDAS_DATA000003>
        <datasets:MIDAS_DATA000003>Hospitalizations</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Case counts</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000040 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000040">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000016"/>
        <datasets:MIDAS_DATA000003>SIR (Susceptible, Infected, Recovered) models or any of the many variants of this basic famework. A diagram showing the compartments or a system of differential equations is common.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Compartmental Models</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000041 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000041">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Information about a population, including population counts or counts for subgroups, like different racial or ethnic groups.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Demographics</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000043 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000043">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>includes social, economic, also mental health impact</datasets:MIDAS_DATA000003>
        <rdfs:label>Socio-economic impacts</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000045 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000045">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000059"/>
        <datasets:MIDAS_DATA000003>Events that were cancelled due to an outbreak</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Event cancellations</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000046 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000046">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000038"/>
        <datasets:MIDAS_DATA000003>Increase in deaths compared to previous years, potentially attributable to an outbreak</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Excess mortality</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000049 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000049">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000016"/>
        <datasets:MIDAS_DATA000003>Expertise-driven estimates from epidemiologists, modelers, or others with domain knowledge</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Expert assessment/opinion</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000050 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000050">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Health systems/providers participating in some aspect of relevant data</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Health systems</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000051 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000051">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Includes diagnosed cases, deaths, hospitalizations. Every line represents an individual. Also known as line lists.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Individual cases reported</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000053 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000053">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000016"/>
        <datasets:MIDAS_DATA000003>Models based on simulated actions of individuals and interactions between those individuals. Also called &quot;Individual-based models&quot;.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Agent-Based models</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000054 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000054">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000036"/>
        <datasets:MIDAS_DATA000003>Impacts of outbreak on human movement</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Mobility</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000057 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000057">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000059"/>
        <datasets:MIDAS_DATA000003>Aggregate descriptions of multiple factors that could contribute to susceptibility to outbreaks</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Risk factors</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000058 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000058">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000038"/>
        <datasets:MIDAS_DATA000003>Total number of deaths attributed to an outbreak  in a given area or among a given population</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Deaths</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000059 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000059">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Information about vaccination, lockdowns, school closures, other actions to slow or end an outbreak</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Public health interventions and policies</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000060 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000060">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000059"/>
        <datasets:MIDAS_DATA000003>Where tests are available, how many tests, who can get tested, etc.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Testing availability</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000061 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000061">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000036"/>
        <datasets:MIDAS_DATA000003>Places where outbreaks are transmitted.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Transmission settings</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000062 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000062">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000059"/>
        <datasets:MIDAS_DATA000003>Reports of policy violations</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Regulatory complaints</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000064 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000064">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000038"/>
        <datasets:MIDAS_DATA000003>Total number of cases in a given area or among a given population</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Hospitalizations</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000065 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000065">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000086"/>
        <datasets:MIDAS_DATA000003>Policies undertaken to slow spread or otherwise combat outbreaks</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Interventions</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000066 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000066">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000013"/>
        <datasets:MIDAS_DATA000003>Tools for initial stages of data processing, usually prior to modeling. Includes pre-processing, cleaning, exploratory analysis.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Data Preparation</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000067 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000067">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000015"/>
        <datasets:MIDAS_DATA000003>Predicted value of key outbreak parameters, including (but not limited to) fatality rate, R_0, etc.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Parameter estimation</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000068 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000068">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000015"/>
        <datasets:MIDAS_DATA000003>Estimates of  understanding potential impacts of aspects of human behavior on transmission risk , often under different scenarios.</datasets:MIDAS_DATA000003>
        <rdfs:comment>Need a clearer distinction to distinguish from other parameter estimation.</rdfs:comment>
        <rdfs:label xml:lang="en">Transmission modeling</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000069 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000069">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000015"/>
        <datasets:MIDAS_DATA000003>Models of interactions between entities that might impact outbreak progression.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Network modeling</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000071 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000071">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000059"/>
        <datasets:MIDAS_DATA000003>Data regarding the availability or administration of vaccinations.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Vaccinations</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000072 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000072">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000059"/>
        <datasets:MIDAS_DATA000003>Information about educational institutions that either paused in-person instruction or closed entirely in repsonse to an outbreak.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">School closures</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000073 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000073">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000079"/>
        <datasets:MIDAS_DATA000003>Information about population mobility: Flights , trains, general travel, cruise ships, etc.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Mobility</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000074 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000074">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Information about media coverage about a topic</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Media</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000075 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000075">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Population data divided by age ranges</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Age-stratified</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000076 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000076">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Groups of people relevant to specific locations - schools, nursing homes, prisons, etc.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Location-specific</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000077 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000077">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Population for certain regions, or stratified by region</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Geographical</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000078 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000078">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000086"/>
        <datasets:MIDAS_DATA000003>Estimates of parameter values based on expert opinion</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Expert assessments of parameter values</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000079 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000079">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000009"/>
        <datasets:MIDAS_DATA000003>Actions of groups of people in response to outbreaks.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Behavior</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000080 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000080">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <datasets:MIDAS_DATA000003>Data about transmission or cases in a specific location (e.g., schools, hospitals), particularly if transmission is different in this location compared to the broader world</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Transmission settings</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000081 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000081">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000079"/>
        <datasets:MIDAS_DATA000003>Frequency of interactions between individuals in different settings, at different times...</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Contact rates</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000082 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000082">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000079"/>
        <datasets:MIDAS_DATA000003>Rates of compliance with policies/interventions including mask wearing, facility closures, large events, etc.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Policy adherence</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000083 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000083">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000079"/>
        <datasets:MIDAS_DATA000003>Claims of false or unsubstantiated rumors about any aspect of an outbreak.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Conspiracy theories</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000084 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000084">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000079"/>
        <datasets:MIDAS_DATA000003>Estimates of reluctance to being vaccinated.</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Vaccine hesitancy</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000085 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000085">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000074"/>
        <datasets:MIDAS_DATA000003>Datasets about references to outbreaks or discussion of outbreaks on social media sites. Includes information distributed about an outbreak via social media</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Social media</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000086 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000086">
        <rdfs:label xml:lang="en">Deprecated</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000087 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000087">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <datasets:MIDAS_DATA000003>Natural surroundings and related phenomena that might influence outbreaks</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Environment</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000088 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000088">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000087"/>
        <datasets:MIDAS_DATA000003>Long-term weather systems and their influence on outbreaks</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Climate</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000089 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000089">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000002"/>
        <rdfs:comment>Data relating to health care</rdfs:comment>
        <rdfs:label xml:lang="en">Medical</rdfs:label>
    </owl:Class>
    


    <!-- http://midasnetwork.us/datasets#MIDAS_DATA000090 -->

    <owl:Class rdf:about="http://midasnetwork.us/datasets#MIDAS_DATA000090">
        <rdfs:subClassOf rdf:resource="http://midasnetwork.us/datasets#MIDAS_DATA000089"/>
        <datasets:MIDAS_DATA000003>Information related to medical trials</datasets:MIDAS_DATA000003>
        <rdfs:label xml:lang="en">Clinical Trial</rdfs:label>
    </owl:Class>
</rdf:RDF>



<!-- Generated by the OWL API (version 4.5.9.2019-02-01T07:24:44Z) https://github.com/owlcs/owlapi -->