C&KCode & KapitalQuantitative Research & Systems

C&K / Signals Library

High Volume

A trading-activity signal that compares recent volume to a stock's own longer-run baseline to capture abnormal attention and visibility shocks.

Family

Liquidity

Representative spec

High Volume 1M 12M

Status

Definition phase

Definition

High volume measures recent average trading activity relative to a longer historical baseline for the same stock. Higher values indicate unusually strong recent trading activity, while lower values indicate unusually weak activity.

The economic intuition is that unusually heavy trading can increase visibility and investor attention, which may support subsequent returns for a period.

Inside the finance research stack, the representative implementation sorts the Russell 1000 cross-section on the abnormal-volume ratio and compares the strongest volume-shock names against the weakest names in a market-neutral spread.

Nearby ideas in the library.

Amihud Illiquidity

A price-impact style liquidity signal that measures how much price movement accompanies a dollar of trading volume.

12-1 Amihud IlliquidityOpen report

Volume Volatility

A liquidity-stability signal that studies how variable a stock's dollar trading volume is through time.

12-Month Volume VolatilityOpen report