Astronomy does not often appear in the socio-political and economic history of nineteenthcentury Britain. Whereas contemporary literature, poetry and the visual arts made significant reference to the heavens, the more earthbound arena of finance seems an improbable place to encounter astronomical themes. This paper shows that astronomical practice was an important factor in the emergence of what can be described as an accountant's view of the world. I begin by exploring the senses of the term ‘calculation’ in Regency England, and then seek to reveal how the dramatic growth of vigilance in science, the organization and control of labour, and the monitoring of society and the economy drew upon and informed this disciplined numerical technique. Observations in all these areas could only be trusted if correctly reduced through a single system of calculation assisted by a group of standardized tables and division of mental labour. Within this setting the stellar economy provided an object that was seemingly ordered and law-like and therefore predictable through a powerful combination of techniques.