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Volume Analysis

Updated over a month ago

Understanding Market Participation and Conviction

Learning Objectives:

  • Understand what volume reveals about market conviction

  • Use volume to confirm or question price moves

  • Recognize accumulation and distribution patterns

  • Understand VWAP and volume-weighted metrics

  • Distinguish institutional vs retail volume behavior

  • Apply volume analysis to improve trade decisions

Time: 60-90 minutes | Prerequisites: Price Action Fundamentals | Difficulty: Beginner-Intermediate


What is Volume?

Volume is the total number of shares (or contracts) traded during a given period. It measures market participation how many traders are actively buying and selling.

Key insight: Volume doesn't tell you direction, but it tells you conviction behind the move.

Why Volume Matters

Price can lie. Volume reveals truth.

Consider two scenarios:

Scenario A: Stock rises $1 on 100,000 shares traded Scenario B: Stock rises $1 on 10,000,000 shares traded

Both show the same price move, but Scenario B has 100x more participation. Which move is more likely to continue?

Answer: Scenario B. High volume = strong conviction = sustainable move.


Volume as Confirmation Tool

The Core Principle: Volume Confirms Price

Healthy moves:

  • Uptrend: Volume increases on up days, decreases on down days

  • Downtrend: Volume increases on down days, decreases on up days

Unhealthy moves (warning signs):

  • Uptrend: Volume decreasing as price rises (divergence)

  • Downtrend: Volume decreasing as price falls (lack of conviction)

[CHART EXAMPLE: Healthy uptrend with volume confirmation vs unhealthy uptrend with volume divergence]

Volume-Price Relationships

Price

Volume

Interpretation

Strong bullish (buying pressure)

Weak bullish (lack of conviction, potential reversal)

Strong bearish (selling pressure)

Weak bearish (lack of conviction, potential bounce)

Sideways

Consolidation (healthy pause)

Sideways

Potential breakout building

Breakout Confirmation with Volume

Critical rule: Never trust a breakout without volume increase.

Valid breakout:

  1. Price breaks resistance

  2. Volume increases 50-100%+ above average

  3. Close above breakout level

False breakout (trap):

  1. Price breaks resistance

  2. Volume is average or below

  3. Price falls back below breakout level

Why: Low volume breakouts indicate lack of institutional participation. These often fail quickly.

[CHART EXAMPLE: Valid breakout with volume vs false breakout with low volume]

TradeDots application: Our AI App heavily weights volume factors to identify stocks with strong institutional conviction, not just retail noise.


Volume Patterns: Reading the Tape

1. Accumulation (Smart Money Buying)

What it looks like:

  • Price stable or slightly rising

  • Volume gradually increasing

  • Green candles outnumber red candles

  • Occurs near support or after decline

Psychology: Institutions quietly building positions without pushing price up too fast (don't want to pay higher prices).

Trading implication: Bullish. Prepare for potential upside breakout.

[CHART EXAMPLE: Accumulation phase before breakout]

2. Distribution (Smart Money Selling)

What it looks like:

  • Price stable or slightly falling

  • Volume gradually increasing

  • Red candles outnumber green candles

  • Occurs near resistance or after advance

Psychology: Institutions quietly selling positions to retail buyers who are excited about the stock.

Trading implication: Bearish. Prepare for potential downside breakdown.

[CHART EXAMPLE: Distribution phase before breakdown]

3. Climax Volume (Exhaustion)

Buying climax:

  • Massive volume spike on green candle

  • Largest volume in weeks/months

  • Often followed by reversal or consolidation

Selling climax:

  • Massive volume spike on red candle

  • Panic selling evident

  • Often marks a bottom

Psychology: Emotions peak (greed or fear), everyone who wants to trade has traded. No one left to push price further.

[CHART EXAMPLE: Buying climax at top, selling climax at bottom]

4. Decreasing Volume in Trends

Pullbacks in uptrends (bullish):

  • Price pulls back

  • Volume decreases significantly

  • Indicates selling pressure is weak

  • Trend likely to resume

Rallies in downtrends (bearish):

  • Price rallies

  • Volume decreases

  • Indicates buying pressure is weak

  • Downtrend likely to resume

[CHART EXAMPLE: Low volume pullback in uptrend]


VWAP: Volume Weighted Average Price

What is VWAP?

VWAP = Volume Weighted Average Price

Formula: VWAP = £(Price × Volume) / £(Volume)

In plain English: The average price weighted by how much volume traded at each price. Gives more weight to prices where more shares traded.

Why VWAP Matters

Used by institutions to:

  • Benchmark execution quality (did we buy below/above VWAP?)

  • Execute large orders without moving market

  • Identify fair value for the day

For day traders:

  • Acts as dynamic support/resistance

  • Shows institutional positioning

  • Indicates if stock is "expensive" or "cheap" relative to day's activity

Trading with VWAP

Above VWAP = Bullish bias:

  • Buyers in control

  • Look for long setups

  • Institutions likely adding

Below VWAP = Bearish bias:

  • Sellers in control

  • Look for short setups or avoid longs

  • Institutions likely reducing

Price near VWAP = Neutral:

  • Balance between buyers/sellers

  • Wait for clear break above or below

[CHART EXAMPLE: Intraday chart with VWAP showing support/resistance]

VWAP Bounces and Rejections

VWAP bounce (bullish in uptrend):

  • Price pulls back to VWAP

  • Finds support, bounces higher

  • Indicates institutions buying dips

VWAP rejection (bearish in downtrend):

  • Price rallies to VWAP

  • Meets resistance, reverses lower

  • Indicates institutions selling rallies

VWAP cross (momentum shift):

  • Strong close above VWAP = bullish momentum

  • Strong close below VWAP = bearish momentum

[CHART EXAMPLE: Multiple VWAP bounces in strong uptrend]

VWAP in the AI App Algorithm

TradeDots AI App uses VWAP extensively:

VWAP Strength (20% of AI Score):

  • Consistency above/below VWAP

  • Distance from VWAP

  • Frequency of VWAP crosses (penalized)

Why it matters: Stocks that respect VWAP (bounce off it or reject at it consistently) show organized institutional activity. These are more predictable and tradeable than stocks that whipsaw across VWAP constantly.


Institutional vs Retail Volume

How to Spot the Difference

Institutional volume (smart money):

  • Gradual, steady accumulation/distribution

  • Volume increasing without dramatic price moves

  • Occurs during market hours (9:30 AM - 4 PM ET)

  • Smooth, organized price action

Retail volume (dumb money):

  • Sudden spikes after big news

  • Volume increasing WITH dramatic price moves

  • Occurs during pre-market/after-hours

  • Choppy, erratic price action

[CHART EXAMPLE: Institutional accumulation vs retail FOMO buying]

Volume Profile: Where Volume Occurred

Volume profile shows how much volume traded at each price level (horizontal histogram on price axis).

High volume nodes (HVN):

  • Price levels where lots of trading occurred

  • Act as support/resistance

  • "Fair value" areas

Low volume nodes (LVN):

  • Price levels where little trading occurred

  • Price moves through quickly

  • "No man's land"

Trading implication: Price tends to return to high volume areas (value) and move quickly through low volume areas.

[CHART EXAMPLE: Volume profile showing HVN and LVN]


Volume Indicators and Tools

1. Volume Bars (Basic)

What it shows: Raw volume for each period.

How to use:

  • Compare to average volume (usually 50-day average)

  • Look for volume spikes (2x+ average)

  • Monitor volume trends (increasing or decreasing)

Color coding (common):

  • Green bar: Volume on up day

  • Red bar: Volume on down day

2. Volume Moving Average

What it shows: Average volume over X periods (commonly 20 or 50).

How to use:

  • When current volume > moving average = above-average activity

  • Helps identify "normal" vs "unusual" volume

  • Smooth out daily noise

Trading rule: Look for volume 50-100% above moving average for significant moves.

3. On-Balance Volume (OBV)

What it shows: Cumulative volume indicator.

Formula:

  • If close > previous close: OBV = OBV + volume

  • If close < previous close: OBV = OBV - volume

How to use:

  • OBV rising with price = confirmed uptrend

  • OBV falling with price = confirmed downtrend

  • OBV diverging from price = potential reversal

[CHART EXAMPLE: OBV confirming trend vs OBV diverging from price]

4. Accumulation/Distribution Line

What it shows: Similar to OBV but considers where close is relative to high/low.

Formula: More complex, but essentially:

  • Close near high = accumulation

  • Close near low = distribution

How to use: Same as OBV look for confirmation or divergence.

TradeDots application: Smart MACD includes accumulation/distribution tracking to identify institutional activity.


Volume in Different Market Conditions

Trending Markets

Strong uptrend:

  • Volume increases on green candles

  • Volume decreases on red candles (pullbacks)

  • Consistent pattern over time

Strong downtrend:

  • Volume increases on red candles

  • Volume decreases on green candles (bounces)

  • Panic selling evident

Weak/ending trend:

  • Volume decreasing as trend continues

  • No conviction behind move

  • Warning sign of potential reversal

Range-Bound Markets

Healthy range:

  • Low volume in middle of range

  • Volume spikes at support/resistance

  • Indicates balanced buying/selling

Breakout building:

  • Volume gradually increasing within range

  • Tightening price action

  • Coiling for potential explosive move

Breakout confirmation:

  • Volume explodes (2-3x average) on break

  • Directional conviction clear

  • Follow-through expected

[CHART EXAMPLE: Range with volume spikes at edges, then breakout with volume]

Volatile Markets

High volatility with high volume:

  • Genuine uncertainty or news

  • Sustainable moves (either direction)

  • Wait for clarity

High volatility with low volume:

  • Thin trading, easy to manipulate

  • Moves often reversed quickly

  • Avoid trading


Practical Volume Analysis Strategy

The Volume Checklist

Before any trade, evaluate:

Is volume confirming the price move?

  • Rising price + rising volume = confirmed

  • Rising price + falling volume = weak, beware

How does today's volume compare to average?

  • Above average = significant

  • Below average = noise

Where is price relative to VWAP? (day trading)

  • Above VWAP = bullish bias

  • Below VWAP = bearish bias

Is this accumulation, distribution, or climax?

  • Accumulation = prepare for upside

  • Distribution = prepare for downside

  • Climax = prepare for reversal/consolidation

Is volume institutional or retail?

  • Institutional = trust the move

  • Retail = be skeptical

Example Analysis

[CHART EXAMPLE: Complete volume analysis on real stock]

Setup:

  • Price action: Uptrend, pulling back to support

  • Volume: Decreasing on pullback (bullish)

  • VWAP: Price above VWAP, finding support

  • Pattern: Accumulation building at support

  • Volume profile: High volume node acting as support

  • Institutional: Gradual buying evident

Conclusion: High-probability long setup. Volume analysis confirms bullish bias.


Common Volume Analysis Mistakes

Mistake #1: Ignoring Volume Entirely

Error: Trading based only on price without checking volume Fix: Always glance at volume. No exceptions.

Why it matters: Volume is the only confirmation that a move has conviction.

Mistake #2: Chasing Low Volume Breakouts

Error: Buying breakouts with below-average volume Fix: Require volume 50%+ above average for breakout trades

Why it matters: Low volume breakouts fail 70-80% of the time. You're essentially buying at the worst possible moment.

Mistake #3: Confusing Volume Spikes

Error: Assuming all volume spikes are bullish Fix: Check if spike is on green or red candle, and where in trend it occurs

Context matters:

  • Volume spike at bottom (selling climax) = bullish

  • Volume spike at top (buying climax) = bearish

Mistake #4: Single Day Volume Analysis

Error: Making decisions based on one day's volume Fix: Look at volume trends over 5-10 days minimum

Why: One day could be anomaly (news, earnings, etc.). Trends reveal institutional behavior.

Mistake #5: Forgetting Market Context

Error: Not adjusting for market-wide volume changes Fix: Compare stock volume to market volume (SPY, QQQ)

Example: If market volume is 50% above average, your stock's volume should be compared relative to that, not its own average.


Volume in TradeDots Tools

TradeDots AI App Volume Factors

Volume Conviction (10% of AI Score):

  • Up-bar vs down-bar volume comparison

  • Volume ratio analysis

  • Confirms moves are backed by institutional participation

Directional Conviction (25% of AI Score):

  • Partially uses volume-weighted metrics

  • Rewards clean, high-volume directional moves

Why this matters: Our AI App doesn't just find stocks moving. It finds stocks moving with institutional conviction.

Smart MACD Volume Integration

Accumulation/Distribution tracking:

  • Identifies when institutions are accumulating (buying pressure)

  • Identifies when institutions are distributing (selling pressure)

  • Provides earlier warning than price alone

Indicator Confirmation

All momentum indicators work better with volume confirmation:

  • Price Momentum Reversal + volume spike = high probability reversal

  • Trend Following signals + increasing volume = sustainable trend

  • Chart patterns + breakout volume = valid pattern completion


Advanced Volume Concepts

1. Relative Volume (RVOL)

Formula: RVOL = Current Volume / Average Volume at This Time of Day

Why it's better than simple volume:

  • Accounts for intraday volume patterns

  • 10 AM typically has more volume than 2 PM

  • RVOL compares apples to apples

Trading use: RVOL > 2.0 = significantly higher than normal activity at this time.

2. Volume-Weighted Moving Averages

Concept: Moving averages weighted by volume, not just price.

Advantage: Gives more importance to price levels with high volume (institutional zones).

Use: More responsive support/resistance than regular moving averages.

3. Time and Sales (Tape Reading)

What it shows: Individual transactions in real-time.

Advanced skill: Reading large block trades, bid/ask pressure, momentum.

When it matters: Day trading, scalping, high-frequency analysis.

Note: Beyond scope of this guide, but worth exploring for active traders.


Practice Exercises

Exercise 1: Volume Confirmation Analysis

Task: Find 5 stocks making new 52-week highs.

Evaluate:

  • Is volume increasing or decreasing as price rises?

  • How does volume compare to 50-day average?

  • Verdict: Confirmed move or weak move?

Exercise 2: VWAP Trading

Task: Watch one stock's intraday chart (5-min) for 2 hours with VWAP displayed.

Observe:

  • Does price respect VWAP as support/resistance?

  • How many times does it cross VWAP?

  • When it bounces off VWAP, does it continue or reverse?

Exercise 3: Accumulation/Distribution

Task: Find 3 stocks that have been consolidating for 2+ weeks.

Analyze:

  • Is volume increasing (buildup) or decreasing (quiet)?

  • Are green or red candles dominant during consolidation?

  • Prediction: Which direction will they break?

Exercise 4: Volume Pattern Recognition

Task: Scroll back 3 months on any chart.

Find:

  • 1 example of buying climax (top)

  • 1 example of selling climax (bottom)

  • 1 example of low volume pullback in uptrend

Note: What happened after each pattern?

Exercise 5: Institutional vs Retail

Task: Find one recent stock that made big news (earnings surprise, FDA approval, etc.).

Compare:

  • Volume pattern 1 week before news (institutional)

  • Volume pattern on news day (retail)

  • Volume pattern 1 week after news

  • Which group made money?


Key Takeaways

Volume measures conviction, not direction Healthy trends have increasing volume in trend direction, decreasing volume on pullbacks Breakouts require volume no volume = no trust VWAP shows institutional positioning price above/below VWAP indicates bias Accumulation/distribution reveals smart money behavior before obvious moves Volume climaxes often mark reversals or exhaustion Always confirm price action with volume never trade on price alone TradeDots tools heavily weight volume because it reveals institutional participation


Next Steps

Continue to: Momentum in Trading to understand how to measure the rate and strength of price changes.

Or explore: Market Structure to see how price and volume organize into larger trend phases.

Ready for tools: After completing all Foundations, see how AI App uses volume analysis extensively in its AI ranking algorithm.


Remember: Volume is your confirmation tool. Price shows you what's happening. Volume shows you if it matters. Never trade without glancing at volume. It's the difference between following noise and following conviction.

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