# Historical aggregations

These are designed for:

* Dashboards
* Quantitative research
* Risk & compliance workflows
* Backtesting trading strategies

### Historical aggregation examples

<details>

<summary>Realized &#x26; Unrealized PnL per wallet</summary>

* Entry and exit price
* Time of trade
* Fee inclusion
* Final position value

</details>

<details>

<summary>Top wallets by PnL</summary>

* Daily / weekly / monthly ranking
* Wallet age / trade count / total profit
* Profit % and ROI distribution

</details>

<details>

<summary>Max possible unrealized PnL</summary>

* Avg entry price vs token ATH
* Held token volume
* Time-windowed unrealized gain max

</details>

<details>

<summary>Wallet token usage</summary>

* % volume per token
* Tokens traded
* Number of interactions per token

</details>

<details>

<summary>Wallet activity overview</summary>

* Tx count (24h, 7d, 30d)
* Avg trade frequency
* SOL/USD volume
* Unique tokens traded

</details>

<details>

<summary>Token price dynamics</summary>

* Live + historical prices
* Delta over 1m, 5m, 1h, 24h
* Moving averages

</details>

<details>

<summary> Wallet volume &#x26; activity</summary>

* Buy/sell count and ratio
* Volume windows
* Unique counterparties (optional)

</details>

<details>

<summary>Token creator analytics</summary>

* Creator wallet balance over time
* Authority transfers
* Sniper detection (bought in same block)
* Early exits

</details>

<details>

<summary>Holder-level token stats</summary>

* % of holders at profit/loss
* Volume in profit/loss
* Time-since-buy segmentation

</details>

<details>

<summary>Smart wallet signals</summary>

* Tagging: ROI, consistency, size
* Smart wallet trades per token
* Overlap with user activity

</details>