# Compute graph clustering coefficients

Source: https://stratadb.org/docs/reference/graph/analytics/lcc

Computes the local clustering coefficient for every node over a consistent snapshot: the fraction of a node's neighbor pairs that are themselves connected. Nodes in fully-triangulated neighborhoods score 1.0. Accepts an optional snapshot budget and `as_of` for time travel.

Analytics commands compute over a consistent snapshot of the visible graph and return a complete result payload in one response. They accept optional snapshot budgets and an `as_of` timestamp for time travel; results are deterministic for a fixed graph state.

## Examples

Local clustering coefficient per node.

### CLI

```console
$ strata graph create g
$ strata graph add-node g a
$ strata graph add-node g b
$ strata graph add-node g c
$ strata graph add-edge g a knows b
$ strata graph add-edge g b knows c
$ strata graph lcc g
```

### Wire

```json
{"graph":"g","type":"graph_create"}
{"graph":"g","node_id":"a","type":"graph_add_node"}
{"graph":"g","node_id":"b","type":"graph_add_node"}
{"graph":"g","node_id":"c","type":"graph_add_node"}
{"dst":"b","edge_type":"knows","graph":"g","src":"a","type":"graph_add_edge"}
{"dst":"c","edge_type":"knows","graph":"g","src":"b","type":"graph_add_edge"}
{"graph":"g","type":"graph_lcc"}
```

## Parameters

| Name | Type | Required | Description |
|---|---|---|---|
| `as_of` | `integer` | no | Optional timestamp in microseconds. Reads the graph state visible at that instant. |
| `budget` | `GraphAnalyticsBudget` | no | Optional snapshot size bounds. Defaults to the engine limits. |
| `graph` | `string` | yes | Graph name. |

Plus the optional scope: `branch` and `space` (default to the session branch and the `"default"` space).

## Returns

`AnalyticsResult<GraphLccData>`.

## Errors

- [`failed_precondition.engine.runtime_closed`](https://stratadb.org/e/failed_precondition.engine.runtime_closed)
- [`not_found.engine.branch`](https://stratadb.org/e/not_found.engine.branch)
- [`invalid_argument.engine.product_space`](https://stratadb.org/e/invalid_argument.engine.product_space)
- [`invalid_argument.engine.graph_name`](https://stratadb.org/e/invalid_argument.engine.graph_name)
- [`not_found.engine.graph`](https://stratadb.org/e/not_found.engine.graph)
- [`resource_exhausted.engine.graph_analytics_budget`](https://stratadb.org/e/resource_exhausted.engine.graph_analytics_budget)
- [`invalid_argument.executor.graph_analytics_budget`](https://stratadb.org/e/invalid_argument.executor.graph_analytics_budget)

## Invocation

- CLI: `strata graph lcc`
- Wire type: `graph_lcc`