In the case of resident unincorporated businesses, professions, enterprises, undertakings or other activities conducted, operated, engaged in, prosecuted or carried on, irrespective of whether such taxpayer has an office or place of business in his resident community, there is imposed an annual tax (see tax rate schedule) on the net profits earned during the effective period of the ordinance attri