Keep the source attached
Preserve where an item came from and what it represented, rather than treating data as a detached spreadsheet row.
02 / Data
Research-ready data pipelines.
Making public market information easier to inspect, align, and use—without losing the context that gives each record meaning.
Photo by 1981 Digital on Unsplash.
The problem
Messy inputs weaken good ideas.
Company filings, calendars, price histories, and notes all arrive in different shapes. A useful pipeline makes the source, timing, and transformations legible before an analysis begins.
Respect the clock
Match events to the information that was actually available at the time, so later knowledge does not creep into the analysis.
Make review easy
Use tables, charts, and small checks that let a researcher spot gaps before they become conclusions.