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Variable interest entity (Details Narrative) - USD ($)
6 Months Ended
Jun. 30, 2022
Jun. 30, 2021
Revenue recognized $ 2,579,749 $ 4,486,035
Research and development expense 2,392,063 1,726,751
Inforbird W F O E [Member]    
Revenue recognized   $ 35,563
Research and development expense $ 485,351