Complex sentence: In addition, many people from western Europe and America had been moving to Amman and calling it their new home in the past few years, this increased trade links with the West and reshaped the culture.
Split into simpler sentences: In addition, many people from western Europe and America have been moving to Amman and calling it their new home in the past few years. This increased trade links with the West and has reshaped the culture.