AgriStat — Crop Yield Analysis

Average Yield by Crop

bar chart

Variable Scatter Explorer

scatter

X Axis

Crop

Filter by Crop

Filter by Country

Variable

Crop

Frequency Distribution

histogram + normal fit

Normality Test Results

hypothesis test

Normal Probability Calculator

P(X > threshold)

Variable

Crop

Threshold Value

Predictor (X)

Crop

Polynomial Degree

Regression Model Fit

prediction model

Predict Yield

inference

Crop

Country

Year

Rainfall (mm/year)

Pesticides (tonnes)

Avg Temperature (°C)

Correlation Matrix

Pearson r

Correlation Table

pairwise

Crop

Top 15 Countries by Yield

horizontal bar

Rankings Table

sorted

Climate Impact on Yield — Heatmap

temperature × rainfall

Average crop yield (hg/ha) across temperature bins (rows) and rainfall bins (columns). Darker green = higher yield.