  Witnessing its first case in late January 2020 India has seen a sharp rise in
the number of positive cases of COVID-19. 34 States/UT (s) of the country have
been found to be affected by the pandemic to date. We in this work, study the
progress of COVID-19 pandemic in India. We aim to create transmission network
visualization (s) of COVID-19 in India and perform analysis upon them. Using
the transmission networks obtained we attempt to find the possible Super
Spreader Individual (s) and Super Spreader Events (SSE) responsible for the
outbreak in their respective regions. We discuss the potentials of network
analysis in mitigating the further spread of the disease. This is one of the
initial studies of the outbreak in India and the first attempt to study the
pandemic in the country from a transmission network perspective.
