Table 10.

Hub and Authority Centrality of Consumer sector network before and during COVID-19 period.

	Pre-COVID-19		COVID-19 wave-1		COVID-19 wave-2
Top 5 Hub-Centrality Score
1	PM	(0.489)	MCD	(0.578)	MCD	(0.618)
2	PG	(0.421)	HD	(0.395)	PM	(0.293)
3	PEP	(0.343)	PG	(0.339)	PEP	(0.278)
4	HD	(0.304)	CMCSA	(0.266)	PG	(0.276)
5	KO	(0.279)	PEP	(0.264)	AMZN	(0.263)
Top 5 Authority-Centrality Score
1	PEP	(0.400)	NFLX	(0.436)	KO	(0.454)
2	AMZN	(0.384)	KO	(0.385)	CMCSA	(0.353)
3	NFLX	(0.362)	AMZN	(0.338)	PEP	(0.345)
4	PG	(0.349)	PM	(0.289)	DIS	(0.326)
5	KO	(0.340)	CMCSA	(0.288)	NFLX	(0.310)