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Kipngeno Gregory
Kipngeno Gregory

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ANALYSIS OF KENYAN CROPS DATASET: AGRICULTURAL INSIGHTS, TRENDS, AND OPPORTUNITIES

Key Insights:

Most Profitable Crop: Potatoes led as the most profitable crop, followed closely by cassava and rice.
Land Utilization: Nairobi and Machakos counties allocated the highest land area to crop production.
Revenue Leaders by Crop Type: Cassava, potatoes, and rice generated the highest revenue.
County Performance: Machakos and Nyeri counties dominated in total revenue, particularly from potatoes, cassava, and rice.
Seasonal Insights: Dry seasons (35%) and long rains (33%) contributed the most to revenue, while short rains accounted for 31%.
Yield Patterns: Potatoes and rice recorded the highest average yields.
Irrigation Methods: Drip irrigation drove the highest profitability (43%), followed by flood (32%) and sprinkler irrigation (24%).
Soil & Fertilizer Use: Clay, loamy, and sandy soils supported the most revenue. Fertilizers CAN and DAP were most used and correlated with higher revenue.
Monthly Revenue Trends: Revenue peaked in March, April, and May, but dropped in August due to pest infestations, delayed harvests, and weather challenges.
Profit Trends Over Time: Profits fluctuated seasonally, but showed resilience in high-demand crops.

Overall Insight:
Potatoes, cassava, and rice are the backbone of Kenya’s agricultural profitability. Investments in drip irrigation, fertilizer optimization, and pest management can significantly improve yields and stabilize revenues.

analysis by Kipngeno Gregory

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