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Understanding mental health trends during COVID-19 pandemic in the United States using network analysisThe emergence of COVID-19 in the United States resulted in a series of federal and state-level lock-downs and COVID-19 related health mandates to manage the spread of the virus. These policies may negatively impact the mental health state of the population. This study focused on the trends in mental health indicators following the COVID-19 pandemic amongst four United States geographical regions, and political party preferences. Indicators of interest included feeling anxious, feeling depressed, and worried about finances. Survey data from the Delphi Group at Carnegie Mellon University were analyzed using clustering algorithms and dynamic connectome obtained from sliding window analysis. Connectome refers to the description of connectivity on a network. United States maps were generated to observe spatial trends and identify communities with similar mental health and COVID-19 trends. Between March 3rd, 2021, and January 10th, 2022, states in the southern geographic region showed similar trends for reported values of feeling anxious and worried about finances. There were no identifiable communities resembling geographical regions or political party preference for the feeling depressed indicator. We observed a high degree of correlation among southern states as well as within Republican states, where the highest correlation values from the dynamic connectome for feeling anxious and feeling depressed variables seemingly overlapped with an increase in COVID-19 related cases, deaths, hospitalizations, and rapid spread of the COVID-19 Delta variant.
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Emmerdale fans 'feeling old' as Sarah Sugden's real age is discussed on soapDebbie Dingle's daughter, Sarah Sugden, celebrated a milestone birthday during Tuesday's instalment of ITV soap Emmerdale, but her mum was nowhere to be seen
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Helen Flanagan explains 'worst feeling ever' as she loses her daughter MatildaThe mum-of-three opened up on the scary moment she lost her oldest daughter Matilda in the supermarket, admitting it was the 'longest 60 seconds of her life.'
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Chinese dad who died after two heart attacks at detention centre never saw GPXi Biao Huang was found unresponsive in bed by his roommate after complaining of feeling unwell for the two weeks he was detained at Dungavel and was never seen by a doctor.
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Reliable journalist rules out two Liverpool transfers despite repeated links to both players'Liverpool are not in the race for Caicedo, nor are they currently one of the clubs considering a move for Youri Tielemans, despite being repeatedly linked with both players.'
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