> ## Documentation Index
> Fetch the complete documentation index at: https://docs.allium.so/llms.txt
> Use this file to discover all available pages before exploring further.

# Analytics

> Query, visualize, and analyze blockchain data with Explorer and Datashares.

Analytics teams use Allium's enriched data, query interface, and visualization layer to understand blockchain ecosystems, competitive fund flows, track user journeys, and generate insights from on-chain activity.

## Common Use Cases

<CardGroup cols={2}>
  <Card title="User Behavior Analytics" icon="users">
    Track wallet activity patterns, protocol interactions, and token usage across chains
  </Card>

  <Card title="Ecosystem Metrics" icon="chart-line">
    Monitor platform traffic, transaction volume, and trending assets
  </Card>

  <Card title="Competitive Intelligence" icon="magnifying-glass-chart">
    Analyze competitive landscape and market positioning
  </Card>

  <Card title="Sybil Detection" icon="shield-halved">
    Identify fraudulent blockchain activity via behavioral clustering
  </Card>
</CardGroup>

## Wallets

| Use Case                    | Allium's Solution                                                                                                                                                                                                                             | Customer Example                                                                                                                                                                               |
| :-------------------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **User Behavior Analytics** | [**Allium Explorer**](/app/overview) and [**Datashares**](/datashares) provide visibility into **wallet activity patterns, protocol interactions, and token usage across chains**                                                             | Consumer wallets and Wallet as a Service (WaaS) providers use Allium to understand **end-user behavior** (preferences, journeys, product usage) and inform **product & partnership decisions** |
| **Wallet Insights**         | Allium's [**Wallet360**](/historical-data/wallet-360) schema enables visibility into **individual wallets' transaction activity**, **assets held** (including NFTs and bluechips), **DEX interactions**, and **NFT marketplace interactions** | Wallets use Allium to deepen their understanding of **users, projects**, and **the competitive landscape** to inform **growth strategy**                                                       |
| **Ecosystem Metrics**       | Allium's [**data**](/historical-data/overview) enables visibility into **ecosystem metrics** such as **historical platform traffic**, **transaction volume**, and **trending assets**                                                         | Wallets use Allium to display **trending assets** for their users and **surface credible metrics** for **marketing** and **performance reporting**                                             |

## DEXs

| Use Case                       | Allium's Solution                                                                                                                                                                                                                          | Customer Example                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
| :----------------------------- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **DEX Adoption & Comparison**  | [**Allium Explorer**](/app/overview) provides protocol adoption metrics such as **TVL, TVL delta, DEX volume across chains, DEX volume across pools**, and **DEX volume across multiple DEXs**                                             | Uniswap Foundation worked directly with the Allium team to build the [Uniswap v4 Overview Dashboard](https://dexanalytics.org/metrics/v4) to quantify adoption upon launch and analyze v4 against earlier Uniswap protocol versions                                                                                                                                                                                                                               |
| **Airdrops – Sybil Detection** | Allium enables investigations into **fraudulent blockchain activity** via behavioral-based clustering techniques. It can detect patterns across thousands of wallets and transactions that would be nearly impossible to identify manually | [Jito](https://www.cryptotimes.io/2023/12/13/jito-identifies-multiple-sybil-attackers-in-its-jto-airdrop/) worked with the Allium team to identify and remove sybil abusers to prepare for their JTO token airdrop. [Wormhole](https://www.allium.so/post/from-eligibility-to-sybil-detection-a-deep-dive-into-wormholes-multichain-airdrop) also worked with the Allium team to identify and filter out sybil clusters to prepare for their multichain W airdrop |