LATEST MODAL PRICE
β
Latest observationβΉ / quintal
RUNNING LOCALLY
AGRICULTURAL MARKET INTELLIGENCE
Price signals, made clearer.
Analyze mandi price history and estimate where your commodity could move next.
LAST UPDATEDβ
Forecast workspace
DEMO DATAChoose the market series you want to analyze.
β Forecasts are estimates from the selected datasetβnot official mandi quotes or guaranteed future prices.
FORECAST AVG.
β
Next 30 daysβΉ / quintal
ESTIMATED PRICE CHANGE
β
Forecast end vs latestβ
HISTORICAL OBSERVATIONS
β
Selected seriesrecords
PRICE HISTORY & OUTLOOK
Market price trend
Historical prices and model projection
Historical modal priceForecastEstimated range
QUICK READ
Market pulse
MODEL SIGNAL
Calculating
Choose a commodity and market to see the forecast summary.
Recent 30-day moveCompared with the previous period
βRecent volatilityDaily change standard deviation
βInsights update when you change the commodity, market, or horizon.
MODEL LAB
Compare forecasting models
Walk-forward backtest on the latest historical observations.
| MODEL | MAE (βΉ) | RMSE (βΉ) | MAPE | STATUS |
|---|---|---|---|---|
| Metrics will appear when data is loaded. | ||||
β Backtest scores are measured on held-out observations from your selected series. They are not a guarantee of future accuracy.
PRACTICAL MARKET GUIDE
What could this mean for you?
A quick, easy-to-read guide based on the selected commodity, market, and forecast.
Your market guide updates with your selections.
It summarizes the expected direction, price range, and a few sensible checks before you make a decision.
FORECAST DIRECTIONWaiting for forecast
Choose a series with at least 3 observations.
ESTIMATED END PRICEβ
Estimated range: β
BEFORE YOU SELL OR BUYCheck local conditions
Compare todayβs mandi rate, quality grade, transport cost, and nearby markets.
This guide is based on a forecast, not a guarantee. Check current official mandi prices before making farming or trading decisions.
DAY-BY-DAY OUTLOOK
Forecast details
Estimated modal price by day
| DATE | DAY | PREDICTED PRICE | ESTIMATED RANGE | CHANGE VS. LATEST | SIGNAL |
|---|---|---|---|---|---|
| Forecast rows will appear here. | |||||
βPrices shown in Indian rupees per quintal
DATASET MANAGER
Manage your market history
Load your own Agmarknet CSV to replace the bundled demo dataset.
Drop your CSV file here
CSV Β· Up to 25 MB Β· Recommended columns: Arrival_Date, Commodity, Market, Modal_Priceor use Import data at the top of the page
Current datasetBundled demo data
Total rows loadedβ
Commodity typesβ
Markets foundβ
Date coverageβ
β
Demo data notice: The bundled prices are synthetic examples generated for demonstrating the application. They are not official Agmarknet prices. Replace them with a downloaded dataset before using forecasts for real decisions.