Python knowledge base
Time series basics
Technical notes for timestamps, missing bars, and alignment.
IntermediateDraft
time seriestimezonebars
Purpose
Reduce common data alignment mistakes in backtests and reports.
Requirements
- Timestamped data
- Known exchange/session context
Notes
Always record time zone, bar close convention, missing data policy, and resampling assumptions.
Contributors
Research Contributor