Inconsistent coding; 24 variants found across case differences, descriptive entries and overlapping categories. Variants included case differences (FARMING, Farming, farming), crop-specific entries (Crop farming, Maize farming, Tea farming), and business-related entries (Petty trade, Hawking, Business, Charcoal/firewood)