Data · dataset · 2026
Spatial Clustering of Esophageal Cancer in Central Oromia, Ethiopia: A Spatial Autocorrelation and Scan Statistics Analysis
Listed in Addis Ababa University Research Data Repository
Description
Summary of data management process SaTScan version 10.3.3 was used for cluster identification and estimation of magnitude of risks within the clusters; GeoDa 1.22.01.21 was used for spatial autocorrelation and determining neighborhood relationship; and Quantum Geographic Information System (QGIS) desktop version 3.12 for spatial description and visualization. The R software version 4.3.3. Was used for farther descriptive (Choropleth map), inferential and spatial inequality.
The detail descriptions of the data used were summarized hereunder: 1. Socio-demographic and clinical characteristic’s data: data_PLOS_One = esophageal ca.i.xlsx 2. District- and kebele-level maps by case rates and count’s data: 2.1.
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Kebele level: data_PLOS_One => study_area_new_new_final.shp 2.2. Woreda/distirict level: data_PLOS_One => study_area_district_56.shp 3. Spatial inequality’s data: 3.1.
Kebele level: data_PLOS_One => shape.file.k.xlsx 3.2. Woreda/ district level: data_PLOS_One => shape.file.w.xlsx 4. Spatial Autocorrelation’s data 4.1.
Woreda level Moran’s I (Global & LISA test), by GeoDa: data_PLOS_ONE => study_area_district_56.gel 4.2. Kebele level Moran’s I (Global & LISA test), By GeoDa: data_PLOS_ONE => study_area_new_new_final.gel 5. Scan statistic (SaTScan) data 5.1.
Kebele level: data_PLOS_One => SaTScan data and output => Kebele level => shape.file.k.xlsx 5.2. District/ woreda Level: data_PLOS_One => SaTScan data and output => Woreda level =>shape.file.w.56.xlsx 5.3. Outputs: 5.3.1.
Low rate kebele data_PLOS_One => SaTScan data and output => Kebele level => low rate kebele 5.3.2. High rate kebele data_PLOS_One => SaTScan data and output => Kebele level => High rate kebele 5.3.3. Low rate district/ woreda data_PLOS_One => SaTScan data and output => Woreda level => low rate woreda 5.3.4.
High rate district/ woreda data_PLOS_One => SaTScan data and output => Woreda level => High rate woreda 6. R Markdown showing the output of the analyzed data data_PLOS_One => PLOS ONE EC.Rmd
Links
Where it is published
- Dataverse dataset page rdr.aau.edu.et/dataset.xhtml?persistentId=doi%3A10.20372%2Faau_rdm%2FT1OXCZ ↗
landing page · from rdr aau edu et
- DOI doi.org/10.20372/aau_rdm/t1oxcz ↗
DOI / persistent id · from rdr aau edu et
Catalogue records · 1
- Dataverse API rdr.aau.edu.et/api/datasets/:persistentId/?persistentId=doi%3A10.20372%2Faau_… ↗
metadata API · from rdr aau edu et
Topics
- Stated by source
- Medicine, Health and Life Sciences
- From keywords
- Life Sciences · Medicine & Health
- Inferred from text
- Agriculture, land and farm management 71% · Cancer 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Addis Ababa University Research Data Repository | doi:10.20372/aau_rdm/T1OXCZ | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[disease].local:disease:cancer | enrichment · rdr aau edu et | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:3002 | enrichment · rdr aau edu et | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].dataverse_subject:medicine-health-and-life-sciences | source · rdr aau edu et | connector:rdr_aau_edu_et@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · rdr aau edu et | connector:rdr_aau_edu_et@1.0.0 | /subjects |
| concepts[field].local:field:medicine-health | mapping · rdr aau edu et | connector:rdr_aau_edu_et@1.0.0 | /subjects |
| created_date | source · rdr aau edu et | connector:rdr_aau_edu_et@1.0.0 | |
| description | source · rdr aau edu et | connector:rdr_aau_edu_et@1.0.0 | /description |
| publication_date | source · rdr aau edu et | connector:rdr_aau_edu_et@1.0.0 | |
| title | source · rdr aau edu et | connector:rdr_aau_edu_et@1.0.0 | /name |
| updated_date | source · rdr aau edu et | connector:rdr_aau_edu_et@1.0.0 | |
| version_label | source · rdr aau edu et | connector:rdr_aau_edu_et@1.0.0 |