Tobacco smoking and binge alcohol drinking are two of the leading risk factors for premature mortality worldwide. In India, studies have examined geographic distributions tobacco only at state-level; sub-state variations spatial association between consumptions poorly understood. We analyze consumption patterns, socio-economic distribution household choice a variety harmful products across India.