Advanced Graph Features - Visualizing Token Holder Data

HolderScan graphs go beyond simple holder count charts. You can overlay market cap ratios, compare holders to token accounts, view stacked breakdowns by position size, and filter by USD threshold. Each view answers a different question about the holder base.

This article walks through the main graph types available on every token page and what they are useful for. For background on the statistics behind these graphs, see Distribution Statistics.

Graph Controls

Every graph has five dropdown selectors at the top. The first two control the data resolution: interval (4hrs, 1hr, 10m, etc.) and time range (7 days, 14 days, 30 days, etc.). The third selector picks the bar chart type. The fourth and fifth selectors add line overlays on top of the bars.

This means you can combine a bar chart of holder counts with a line overlay of market cap, or a holder breakdown bar chart with a price line on top. Two line overlays can run simultaneously.

Holder Count by Threshold

The most basic graph shows total holder count over time as a bar chart. But the real value comes from filtering by USD threshold: holders with more than $10, $100, $1,000, or $10,000 worth of the token.

Total holders over 14 days - steady upward trend from 36K to 48K

Holders with more than $10 over the same period - volatile, no clear upward trend

Compare these two graphs for the same token over the same 14-day period. The total holder count rises steadily from about 36K to 48K. But when you filter to holders with more than $10, the count fluctuates between 22K and 30K with no sustained growth. This divergence suggests the raw holder growth is driven by dust wallets or bot activity rather than genuine accumulation. The filtered view cuts through that noise.

This is one of the most practical graph features. A token can look like it is growing rapidly by total holders, but if the $100+ holder count is flat or declining, the growth is not meaningful.

Market Cap / Holders

The MCAP/Holders line shows the market cap divided by the number of holders over time. It answers: how much market cap does each holder represent on average?

MCAP/Holders ratio declining from ~$900 to ~$400 over 14 days

In this example, the ratio drops from roughly $900 to $400 over two weeks. That means each new holder is diluting the market cap per holder. This happens when holders grow faster than market cap, or when market cap drops while holders stay flat or grow. Either way, a declining ratio means the token is becoming less valuable per holder.

A rising MCAP/Holders ratio means the opposite: market cap is growing faster than holder count, which usually signals increasing conviction or price appreciation among existing holders.

Filtering by Threshold

You can also view MCAP/Holders filtered by position size: MCAP/Holders>$10, MCAP/Holders>$100, MCAP/Holders>$1K, or MCAP/Holders>$10K. This removes dust wallets from the denominator and gives a cleaner picture of market cap per meaningful holder.

MCAP/Holders>$100 - smoother trend, higher values since dust wallets are excluded

When filtered to holders above $100, the ratio is much higher ($3.3K dropping to $2.6K vs $900 to $400 for all holders) and the curve is smoother. This is because you are only counting holders with meaningful positions. It is a better signal for comparing tokens: a token with a high MCAP/Holders>$100 ratio has fewer but larger holders relative to its market cap.

Holders / Token Accounts

On Solana, a single wallet can create multiple token accounts for the same token. The Holders/Token Accounts overlay shows the holder count (bars) against total open token accounts (line).

Holders (bars) vs Open Token Accounts (line) over 14 days

In this example, the token starts with very few holders around Feb 12 and grows rapidly to around 65K holders by Feb 26. The token accounts line (around 75K) runs above the holder bars, meaning roughly 10K token accounts belong to wallets that hold the token through multiple accounts.

A large gap between holders and token accounts can indicate bot activity or airdrop farming, where a single entity creates multiple accounts. If the gap is small or consistent, it is less concerning. Watching how this ratio changes over time is more useful than looking at a single snapshot.

Note: On EVM tokens, Token Accounts represents the number of wallets that have ever held the token, including those that may now hold a zero balance.

Holder Breakdown

The Holder Breakdown graph is a stacked bar chart that segments holders into position size categories. For more on what these categories mean, see Distribution Statistics.

Holder Breakdown over 30 days - stacked by category

Each layer represents a different position size range. The bottom layers (darker) are small holders, and the top layers (lighter) are larger holders. This makes it easy to see where growth is coming from. If the bottom layers are expanding quickly while the top layers stay flat, the token is attracting many small positions but not larger holders. If the upper layers are growing, larger holders are accumulating.

The same chart zoomed into 14 days for more granularity

Zooming into a shorter timeframe gives you more detail on recent changes. You can see day-to-day shifts in the composition. For instance, if the largest-holder layer suddenly shrinks while the total stays the same, a whale may have sold and their tokens were absorbed by smaller holders.

Combining Bars and Lines

One of the most useful aspects of the graph controls is the ability to overlay lines on top of bar charts. Some combinations that work well:

• Holders (bars) + Market Cap (line) - See whether holder growth correlates with price action, or if they diverge.
• Holders (bars) + Price (line) - Similar to above, but with price instead of market cap for a more direct view.
• Holders >$100 (bars) + MCAP/Holders>$100 (line) - Track meaningful holder growth alongside the market cap each one represents.
• Holder Breakdown (bars) + Token Accounts (line) - See whether new account creation aligns with growth in specific position size categories.

Available Graph Options

Here is a full list of the bar chart and line overlay options:

Bar Chart Options

• Holders - Total holder count
• Holder Change - Net change in holders per interval
• Holder Breakdown - Stacked by position size category
• Holders >$10 / $100 / $1K / $10K - Filtered by USD threshold

Line Overlay Options

• Market Cap / Price - Price action over time
• MCAP/Holders - Market cap per holder (with threshold variants)
• Token Accounts - Raw open token account count (Solana)
• Holders/Token Accounts - Ratio of unique holders to token accounts
• Avg Time Held / Retention - How long holders keep their positions
• Supply Breakdown - Supply held by holder category (Diamond, Gold, Silver, Bronze, Wood)
• Telegram Members - Telegram group size if linked

You can explore all of these graphs on any token page at holderscan.com.