Enhanced Heartbeat Graph for emerging event detection on Twitter using time series networks.

•Burstiness based approaches ignore minor details important for event detection.•Proposed approach captures divergence in a Twitter stream to detect events.•Divergence is captured through topological and sequential relations using graphs.•Proposed approach uses three novel features to detect emerging events.•The proposed approach is efficient and outperforms state-of-the-art methods.