Chart data extraction guides
Methods, tool comparisons, and worked examples for extracting chart data and exporting clean CSV or Excel.
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- 4 min read
GetData vs DataFromChart: Extract Chart Data
Extract chart data online or offline. Compare GetData Graph Digitizer with DataFromChart on workflow, file support, automatic tools, and export formats.
- 5 min read
DataFromChart vs Engauge Digitizer: Browser or Desktop?
A comparison of DataFromChart (browser-based) and Engauge Digitizer (open-source desktop) for chart extraction — workflow, axis support, and which one fits your machine.
- 7 min read
The Limits of AI Chart Extraction: A Field Guide
Every way vision LLMs and specialized chart-understanding models fail at chart extraction in 2026, with one canonical example per failure mode and the calibrated-tool antidote. The reference post.
- 5 min read
Workshop: Reconstruct a Kaplan-Meier Curve
Extract a two-arm survival curve sampled at 6-month intervals. The workflow used by meta-analysts when authors don't share patient-level data — step-function precision included.