is Lebanon's most extensive and accurate COVID-19 data intelligence since August 2020.

Our Data Intelligence work helped accurately predict 1) the 2020 Covid-19 Death Toll in Lebanon, 2) the end of the Winter 2020/2021 Covid-19 Surge, 3) the Maximum Hospital Beds & ICUs required, 4) the Progress towards Herd Immunity, and 5) the Timeframe for the End of the Pandemic.

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