  In late 2019, the gravest pandemic in a century began spreading across the
world. A state of uncertainty related to what has become known as SARS-CoV-2
has since fueled conspiracy narratives on social media about the origin,
transmission and medical treatment of and vaccination against the resulting
disease, COVID-19. Using social media intelligence to monitor and understand
the proliferation of conspiracy narratives is one way to analyze the
distribution of misinformation on the pandemic. We analyzed more than 9.5M
German language tweets about COVID-19. The results show that only about 0.6% of
all those tweets deal with conspiracy theory narratives. We also found that the
political orientation of users correlates with the volume of content users
contribute to the dissemination of conspiracy narratives, implying that
partisan communicators have a higher motivation to take part in conspiratorial
discussions on Twitter. Finally, we showed that contrary to other studies,
automated accounts do not significantly influence the spread of misinformation
in the German speaking Twitter sphere. They only represent about 1.31% of all
conspiracy-related activities in our database.
