Python · Module 06 / 06

DATA DASHBOARD

Streamlit post-processing for simulation outputs. Overlay runs, compare setups, export 300 DPI plots for design reviews.

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Validation pack ships pre-launch · Early-access discount for registrants

Eight topics this module covers. Full details at release.

Load run files: .csv, .mat, .tir, lap simulator outputs
Overlay arbitrary channels across multiple runs
Lap time delta with confidence interval
Sector-by-sector comparison view with brake and throttle traces
Downforce-mass-grip Pareto plots
Export 300 DPI .png and .svg for design reports
Browser-local: no cloud upload, your data stays on your machine
Deployable on Streamlit Cloud or locally with one command

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All six modules release once the validation pack is published with stated deltas. Register now and you get:

Early-access discount on the launch price (registrants only)
First look at validation plots, deltas, and worked examples
One email when the bundle goes live, then nothing else
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Upstream · pre-launch preview

Pacejka Magic Formula fitting from raw tyre rig data. First module in the workflow chain.

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