MandiLens provides clear, evidence-led insights into agricultural markets across South India. It uses official AGMARKNET data to help you track market comparisons, read short-range price forecasts, and understand current supply uncertainty. You receive context on source quality to make informed decisions about your commodities.
Agricultural markets often change quickly. MandiLens turns complex government data into simple charts and insights. You can view price history, compare different regions, and see predictions for the coming days. This tool removes guesswork from your planning by showing you real facts about crop movement and market health.
Your computer must meet these basic needs to run the software:
Follow these steps to set up MandiLens on your machine:
After you open the program, the main dashboard shows a map of South India. Click on any specific region to see a list of local mandis. Once you select a mandi, the software loads a price chart. The line on the chart shows historical data, while the shaded area displays the short-range forecast. You can adjust the date range at the top of the menu to see how prices shifted over the last month.
All data comes from official AGMARKNET records. The software calculates price trends using machine learning models to provide you with the most likely price range for the near future. If data for a specific day is missing from the government source, the application notes this as an uncertainty point, so you know exactly which information is complete.
Does this app cost money? No, MandiLens remains free to use.
How often does it update? The software refreshes its data sync every time you open the application, provided your computer is online.
Can I use this for other regions? Currently, the software focuses strictly on South India to maintain the highest level of accuracy for that specific market.
Keywords: agmarknet, agriculture, data-engineering, forecasting, india, machine-learning, nextjs, open-data, python, time-series, typescript