Analyse stored data in Polars or Pandas

read returns a Polars DataFrame; convert if you prefer Pandas:

df = c.read("binance", "BTC/USDT", "ohlc", span=3600)
pdf = df.to_pandas()

Or read the Parquet files directly with any tool — {data_path}/{exchange}/ohlc/{pair}/{span}/{year}.parquet.