DataFrame vs OHLCV Data

A DataFrame is pandas' core two-dimensional data structure — a labelled table of rows and columns used to store, process, and analyse OHLCV price series throughout a trading bot's pipeline.

OHLCV data is the standard five-value candle format — Open, High, Low, Close, and Volume — representing all price and trading activity information for a given period in a single structured record.