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← All visualizations AN INTERACTIVE DATA WORKBENCH / 01

SYNTHETIC DATA LAB

Make the data.
Know its shape.

Build a dataset from first principles. Change the inputs,
watch the patterns move, and take the data with you.

START WITH
A SCENARIO

A distribution, made visible.

feature_x— preview rows
Each bar represents the proportion of generated values in an interval, divided by the interval width. Coral outlines show the pinned baseline when one is selected.00.00020.00040.00060.00080.001: 0 to 0.03125 · 0 values · 0.0%: 0.03125 to 0.0625 · 0 values · 0.0%: 0.0625 to 0.09375 · 0 values · 0.0%: 0.09375 to 0.125 · 0 values · 0.0%: 0.125 to 0.15625 · 0 values · 0.0%: 0.15625 to 0.1875 · 0 values · 0.0%: 0.1875 to 0.21875 · 0 values · 0.0%: 0.21875 to 0.25 · 0 values · 0.0%: 0.25 to 0.28125 · 0 values · 0.0%: 0.28125 to 0.3125 · 0 values · 0.0%: 0.3125 to 0.34375 · 0 values · 0.0%: 0.34375 to 0.375 · 0 values · 0.0%: 0.375 to 0.40625 · 0 values · 0.0%: 0.40625 to 0.4375 · 0 values · 0.0%: 0.4375 to 0.46875 · 0 values · 0.0%: 0.46875 to 0.5 · 0 values · 0.0%: 0.5 to 0.53125 · 0 values · 0.0%: 0.53125 to 0.5625 · 0 values · 0.0%: 0.5625 to 0.59375 · 0 values · 0.0%: 0.59375 to 0.625 · 0 values · 0.0%: 0.625 to 0.65625 · 0 values · 0.0%: 0.65625 to 0.6875 · 0 values · 0.0%: 0.6875 to 0.71875 · 0 values · 0.0%: 0.71875 to 0.75 · 0 values · 0.0%: 0.75 to 0.78125 · 0 values · 0.0%: 0.78125 to 0.8125 · 0 values · 0.0%: 0.8125 to 0.84375 · 0 values · 0.0%: 0.84375 to 0.875 · 0 values · 0.0%: 0.875 to 0.90625 · 0 values · 0.0%: 0.90625 to 0.9375 · 0 values · 0.0%: 0.9375 to 0.96875 · 0 values · 0.0%: 0.96875 to 1 · 0 values · 0.0%00.20.40.60.81DENSITYYour distribution appears here
Generated observationsFixed seed while editing

Empirical cumulative distribution

ECDF
The curve shows the fraction of generated values at or below each x value.00.20.40.60.8100.20.40.60.81CUMULATIVE PROBABILITYChoose two numerical columns

Relationships

PAIRS
×
Each dot represents a generated record. Large results use a deterministic display subset.00.20.40.60.8100.20.40.60.81Choose two numerical columns
↳

Move a parameter to see the mechanism change. Resample draws new observations from the same model.

Your generated data 0 columns

#
No matching observations.
SYNTHETIC DATA LAB / Designed for experiments that you can explain.Seeded generation · Visible assumptions · Portable data