Result Detail – Morans I
Result Information
- Result ID
- 192
- Type
- Morans I
- Status
- completed
- Dataset ID
- 717
- Created
- 2026-09-21 02:17:40.060293
Statistical Test Result
- Test
- morans i
- Statistic
- 0.9343
- p-value
- 0.001
- Interpretation
- significant Significant positive spatial autocorrelation: similar values cluster together.
- Value Column
- value
- Expected I (null)
- -0.0101
- Coordinates
- lat × long
- Neighbours / Perms
- k=4, 999 permutations
Figures
Moran's I scatter
Download PNG
Spatial distribution map
Download PNG
Pathway Analysis (same dataset)
Method & Provenance
- Method
- Moran's I spatial autocorrelation
- Method key
morans_i(result type:statistical_test, result #192)- Engine
- Python · scipy v1.17.1
- Dataset(s)
- #717 gallery — example_spatial.csv
- Status
- completed
- Permanent link
- https://cat-g-omxpert.wishartlab.com/results/by-token/66614358074645c98395b216a4924710 Bookmark or share this URL — it does not depend on your session.
- Created
- 2026-09-21 02:17:40.060293
Parameters used
| Parameter | Value |
|---|---|
test_type | morans_i |
value_col | value |
lat_col | lat |
long_col | long |
n_perm | 999 |
Execution trace
Reconstructed from the parameters stored with this result — represents the Python/R calls the analysis service made.
# app.services.spatial_service.morans_i (distance-decay weights)I, p = morans_i(values, latitudes, longitudes)