Articles written by Mustapha Hammida

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DEED LMI Research Assesses Initial Impact of COVID-19 on Minnesota Business Establishments

DEED’s Labor Market Information (LMI) office provides research to inform the public about the economic and labor market conditions in our state and help guide potential responses to challenges. During COVID-19, LMI analysts – including my colleagues and myself – have found new ways to examine data to help understand fast-changing conditions during the pandemic. Recently,...


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