Farmers in Nigeria and Tanzania are encouraged to shift from subsistence to commercial farming for economic growth. By analyzing data, it was found that factors like land, labor, chemicals, and farming practices influence farmers' transition to commercial farming. Using resources efficiently and growing marketable crops can increase farm productivity and income. Promoting sustainable agriculture and improving access to resources can help farmers thrive in the market economy.