advanced · TRADING LEARNING GUIDE
Chapter 6 — Volume, Liquidity & Market Participants
Buy aggression → lifts offers · Sell aggression → hits bids
What is this concept?
Volume measures executed quantity in a defined interval. Liquidity concerns execution capacity, spread, depth and recovery. High volume alone does not identify institutions.
Daily learning workflow
1. Identify the instrument, venue and observation interval. 2. Read the chapter definition and reproduce its worked calculation. 3. Watch the supporting workshop and compare its platform conventions with your data. 4. Record volume, spread and displayed depth separately. 5. Record what happened, what you inferred and what would invalidate your interpretation.
Evidence and interpretation
Keep three separate notes: observed transactions or book changes; your explanation of those observations; and a paper rule with a defined failure condition. Compare at least one counterexample. Do not turn an illustration into a live claim.
Worked example
Hypothetical worked example: A busy session can trade 10,000 units while showing only 20 units at the best offer.
Common mistakes and limits
Do not treat this observation as a guaranteed signal. Check the venue, data classification, session boundaries and costs. A candle or aggregated order book does not reveal the identity or total holdings of traders.
Practice
Record volume, spread and displayed depth separately. Use recorded or paper data. Log the observation before revealing the outcome.
Resources and further reading
These sources explain definitions and underlying mechanics. Worked examples are original illustrations; a source does not establish the profitability of a custom pattern.
Public creator-hosted education. Embedding does not mean open-source licensing or endorsement.
Primary reference for footprint display and bid/ask volume conventions. Platform-specific settings must be checked.