<?xml version="1.0" encoding="UTF-8" standalone="no"?><metadata xml:lang="en">
    <Esri>
        <CreaDate>20240622</CreaDate>
        <CreaTime>23181000</CreaTime>
        <ArcGISFormat>1.0</ArcGISFormat>
        <SyncOnce>TRUE</SyncOnce>
    </Esri>
    <dataIdInfo>
        <idAbs/>
        <searchKeys>
            <keyword>quant</keyword>
        </searchKeys>
        <idPurp>assignment 2</idPurp>
        <idCredit/>
        <resConst>
            <Consts>
                <useLimit/>
            </Consts>
        </resConst>
    </dataIdInfo>
    <Binary>
        <Thumbnail>
            <Data EsriPropertyType="PictureX">/9j/4AAQSkZJRgABAQEAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0a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</Data>
        </Thumbnail>
    </Binary>
</metadata>