Gauge the distribution of the self-driving tour carbon emission flow through big data mining. Traffic within the Jiangsu self-driving tour traffic network exhibit distinct characteristics. Jiangsu self-driving tour carbon emission flow relates to the development level of economies. The carbon emission flow is not significantly and positively correlated with scenic spots.