Change over time

Price chart with volume panel

Pairs a price chart with traded volume on a shared time axis.

  • Composite
  • Price movement
  • Activity comparison

What it answers

How do price changes coincide with trading activity?

Shape
Aligned price and volume panels
What it shows
Price/activity coincidence and unusual volume.

Example

The question

Did big price moves come with heavy trading?

Daily share price and volume, March

Daily share price and volume, MarchTop panel: closing price; bottom panel: shares traded on the same days. The tallest volume bars line up with the largest daily moves.Close (SEK)100110120Volume1 Mar6 Mar11 Mar16 Mar
Daily share price and volume, MarchTop panel: closing price; bottom panel: shares traded on the same days. The tallest volume bars line up with the largest daily moves.Close (SEK)100110120Volume1 Mar11 Mar
Top panel: closing price; bottom panel: shares traded on the same days. The tallest volume bars line up with the largest daily moves.

Illustrative data. It belongs to no company.

When to use it

Use it when

Adding activity context to a price series.

Avoid it when

When separate units or unsupported causal inference are overlooked.

How to read it

Read price and volume in aligned panels at the same date.

Note

Use separate scales and units for price and volume.

The data you need

Layout
Wide OHLC table
Fields
Time: date/datetime; Price: number; Volume: nonnegative number; or OHLC plus Volume
One row is
One complete trading or measurement period. What is the grain?
Rules
Align price and volume to the same periods. Do not use volume as a price measure.
Optional
Optional Volume. Define trading calendar and adjusted versus unadjusted prices.
Preparation
Aggregate genuine observations into ordered periods using open/close order and period high/low; align volume and adjusted-price conventions.
Units
Price uses currency per instrument/unit; volume uses traded units. Define period length; price changes and returns have different units.
Example of the input layout: Wide OHLC tableA wide table: one row per item, with a separate column for each measure or period.TimePriceVolumeor OHLC plu…ABC
A wide table: one row per item, with a separate column for each measure or period.

Worked example

Day 1 price 105, volume 12000; Day 2 price 108, volume 15000. Price rises 3 while volume rises 3000; this does not prove causation.

TimePriceVolume
2026-01-0110512000
2026-01-0210815000