# Ecology Result #62 — Analysis Report

Generated 2026-09-21 02:38:47 · 1 run(s) · CAT-G Data Analyzer

## 1. beta diversity (#62)

2026-09-21 02:17:31 · ecology · status: completed

*The braycurtis analysis completed; see the table for the per-group values.*

| Metric | Value |
|---|---|
| metric | braycurtis |
| n_rows | 60 |
| dropped_rows | 0 |
| group_col | community |

### permanova

| name | value |
|---|---|
| pseudo_f | 255.092764 |
| p_value | 0.001 |
| n_perm | 999 |

### anosim

| name | value |
|---|---|
| r_statistic | 1.0 |
| p_value | 0.001 |
| n_perm | 999 |

### betadisper

| name | value |
|---|---|
| f_statistic | 0.089509 |
| p_value | 0.78 |
| warning |  |

![beta ordination](data:image/png;base64,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)

*beta ordination*

### Method & Provenance

- **Method:** Ecology — Beta Diversity
- **Engine:** Python · numpy/scipy 1.17.1
- **Input datasets:** gallery — example_community_matrix.csv
- **Started:** 2026-09-21 02:17:31.888799
- **Permanent link:** https://cat-g-omxpert.wishartlab.com/results/by-token/cd042ef9eb5643f18ade5e72dba4e009

| Parameter | Value |
|---|---|
| analysis_kind | beta_diversity |
| group_col | community |

**Command history**

```python
# Beta Diversity via app.services.ecology_service
```

```python
# diversity indices / distance matrix on community matrix
```
