Datasets:

electricsheepafrica
/

africa-south-sudan-south-sudan-village-assessment-education-facilities-iom-dt-9857ee14

+---
+license: cc-by-4.0
+language:
+- en
+task_categories:
+- tabular-regression
+- time-series-forecasting
+multilinguality: monolingual
+size_categories:
+- 1K<n<10K
+tags:
+- tabular
+- xlsx
+- africa
+- south-sudan
+- official-statistics
+- open-data
+- education
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-00000-of-00001.parquet
+pretty_name: "South Sudan - Village Assessment - Education Facilities - [IOM-DTM] | Africa (South Sudan official open data)"
+---
+# South Sudan - Village Assessment - Education Facilities - [IOM-DTM] | Africa (South Sudan official open data)
+5,772 rows - 1 Africa country - 2019-2020 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+![rows](https://img.shields.io/badge/rows-5772-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2019-2020-orange)
+![indicators](https://img.shields.io/badge/indicators-12-purple)
+![license](https://img.shields.io/badge/license-cc-by-4.0-lightgrey)
+## TL;DR
+This dataset packages one official `XLSX` resource from **South Sudan** as
+ML-ready Parquet. The source file is the provenance boundary; all usable
+indicators or tabular columns from the resource stay together in this repo.
+## About the source
+- **Source:** [South Sudan - Village Assessment - Education Facilities - [IOM-DTM]](https://data.humdata.org/dataset/south-sudan-village-assessment-education-facilities-iom-dtm)
+- **Publisher:** International Organization for Migration (IOM)
+- **Resource:** [DTM South Sudan Village Assessment Education Facilities Aug19 to Mar20](https://data.humdata.org/dataset/de0a7adc-5ef1-410a-a532-31b34ba45b07/resource/87719cd8-d8f7-4287-b634-4f767259f9b3/download/dtm-south-sudan-village-assessment-education-facilities-aug19-to-mar20.xlsx)
+- **Format:** `XLSX`
+- **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)
+- **Packaging mode:** `indicator_long`
+## Geographic coverage
+1 Africa country:
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `SSD` | 5,772 | 2019 | 2020 | `South Sudan` |
+## Indicators or Resource Contents
+- `south-sudan-village-assessment-education-facilities-iom-dtm-boma-pcode-63c49521` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - boma pcode
+- `south-sudan-village-assessment-education-facilities-iom-dtm-latitude-ref-df76ccc4` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - latitude ref
+- `south-sudan-village-assessment-education-facilities-iom-dtm-longitude-re-53450eb4` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - longitude ref
+- `south-sudan-village-assessment-education-facilities-iom-dtm-d-9-male-ann-e775162f` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - d 9 male annual student enrolment
+- `south-sudan-village-assessment-education-facilities-iom-dtm-d-9-female-a-de921290` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - d 9 female annual student enrolment
+- `south-sudan-village-assessment-education-facilities-iom-dtm-s2-total-enr-aea14a9e` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - s2 total enrollment
+- `south-sudan-village-assessment-education-facilities-iom-dtm-d-9-male-ann-29a828a4` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - d 9 male annual student dropouts
+- `south-sudan-village-assessment-education-facilities-iom-dtm-d-9-female-a-dbfc679a` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - d 9 female annual student dropouts
+- `south-sudan-village-assessment-education-facilities-iom-dtm-s2-total-dro-5d81dec7` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - s2 total dropouts
+- `south-sudan-village-assessment-education-facilities-iom-dtm-d-9-male-ann-e5557ffc` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - d 9 male annual number of teachers
+- `south-sudan-village-assessment-education-facilities-iom-dtm-d-9-female-a-9033243b` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - d 9 female annual number of teachers
+- `south-sudan-village-assessment-education-facilities-iom-dtm-s2-total-tea-f88d71ee` - South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - s2 total teachers
+## Schema
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `indicator_id` | `string` | Stable indicator identifier. | `south-sudan-village-assessment-education-facilities-iom-dtm-boma-pcode-6` |
+| `indicator_name` | `string` | Human-readable indicator name. | `South Sudan - Village Assessment - Education Facilities - [IOM-DTM] - bo` |
+| `country_iso3` | `string` | ISO3 country code. | `SSD` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `SSudan_Village_EDU_Aug19_Mar20` |
+| `country_name` | `string` | Country name. | `South Sudan` |
+| `year` | `Int64` | Observation year. | `2019` |
+| `value` | `float64` | Numeric observation value. | `103298.0` |
+| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
+| `dimension_state` | `string` | Source dimension. | `Western Bahr el Ghazal` |
+| `dimension_state_pcode` | `string` | Source dimension. | `SS09` |
+| `dimension_county` | `string` | Source dimension. | `Wau` |
+| `dimension_county_pcode` | `string` | Source dimension. | `SS0903` |
+| `dimension_payam` | `string` | Source dimension. | `Wau_South` |
+| `dimension_payam_pcode` | `string` | Source dimension. | `SS090307` |
+| `dimension_boma` | `string` | Source dimension. | `Jebel A` |
+| `dimension_is_current_boma_name_the_same` | `string` | Source dimension. | `` |
+| `dimension_if_different_specify_new_boma_name` | `string` | Source dimension. | `` |
+| `dimension_village` | `string` | Source dimension. | `Jebel A` |
+| `dimension_village_name_other` | `string` | Source dimension. | `` |
+| `dimension_d_1_type_of_education_facility` | `string` | Source dimension. | `Primary` |
+| `dimension_name_of_education_facility` | `string` | Source dimension. | `Kiir foundation primary school` |
+| `dimension_d_2_a_current_status_of_education_facility` | `string` | Source dimension. | `Operational` |
+| `dimension_d_2_b_if_non_operational_please_select_a_reaso` | `string` | Source dimension. | `` |
+| `dimension_d_2_b_other_specify` | `string` | Source dimension. | `` |
+| `dimension_d_2_c_since_when_has_the_school_been_non_opera` | `string` | Source dimension. | `` |
+| `dimension_d_3_a_what_standard_of_primary_education_is_of` | `string` | Source dimension. | `Standard 1-8` |
+| `dimension_d_3_b_if_the_primary_school_does_not_cover_up` | `string` | Source dimension. | `` |
+| `dimension_d_4_if_this_is_a_secondary_school_what_standar` | `string` | Source dimension. | `` |
+| `dimension_d_5_what_is_the_main_language_used_to_teach_in` | `string` | Source dimension. | `English` |
+| `dimension_d_5_local_language` | `string` | Source dimension. | `` |
+| `dimension_d_6_what_school_curriculum_does_this_school_te` | `string` | Source dimension. | `New South Sudan Curriculum` |
+| `dimension_d_6_if_other_school_curriculum_specify` | `string` | Source dimension. | `` |
+| `dimension_d_7_is_the_school_able_to_accommodate_all_scho` | `string` | Source dimension. | `Yes` |
+| `dimension_d_8_are_there_children_from_other_bomas_attend` | `string` | Source dimension. | `Yes` |
+| `dimension_d_11_whats_is_the_main_reason_for_pupils_dropp` | `string` | Source dimension. | `High school fees` |
+| `dimension_d_11_specify_other_dropping_out_reason` | `string` | Source dimension. | `` |
+| `dimension_d_12_a_are_there_disabled_children_enrolled_in` | `string` | Source dimension. | `Yes` |
+| `dimension_d_12_b_if_yes_what_are_the_disabilities_they_n` | `string` | Source dimension. | `Physical disability` |
+| `dimension_d_12_c_if_yes_does_the_school_make_efforts_to` | `string` | Source dimension. | `No` |
+| `dimension_d_13_does_the_school_have_an_appropiate_safe_a` | `string` | Source dimension. | `No` |
+| `dimension_d_14_describe_the_education_facility_structure` | `string` | Source dimension. | `Semi-permanent building` |
+| `dimension_d_15_a_number_of_class_rooms` | `string` | Source dimension. | `Insufficient` |
+| `dimension_d_15_b_school_furniture` | `string` | Source dimension. | `Insufficient` |
+| `dimension_d_15_c_school_latrines` | `string` | Source dimension. | `Insufficient` |
+| `dimension_d_15_d_drinking_water_for_the_school` | `string` | Source dimension. | `Not present` |
+| `dimension_d_15_e_non_drinking_water_for_hygiene` | `string` | Source dimension. | `Not present` |
+| `dimension_d_17_does_the_school_find_it_difficult_to_get` | `string` | Source dimension. | `Yes` |
+| `dimension_d_17_if_yes_what_usually_happens_to_the_respec` | `string` | Source dimension. | `Suspended` |
+| `dimension_d_17_specify_other_happening_to_students_when` | `string` | Source dimension. | `` |
+| `dimension_d_18_who_is_the_main_supporter_of_the_school` | `string` | Source dimension. | `Private sector` |
+| `dimension_d_19_do_the_students_go_for_further_education` | `string` | Source dimension. | `Yes` |
+| `dimension_d_20_a_do_you_have_accelerated_learning_progra` | `string` | Source dimension. | `No` |
+| `dimension_d_20_b_if_yes_who_is_the_main_provider_of_supp` | `string` | Source dimension. | `` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2019` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2023` |
+| `source_period_label` | `category` | Human-readable period inferred from source resource metadata. | `2019-2023` |
+| `source_provider` | `category` | Publishing organization. | `International Organization for Migration (IOM)` |
+| `source_dataset` | `category` | Source package title. | `South Sudan - Village Assessment - Education Facilities - [IOM-DTM]` |
+| `source_resource` | `category` | Source resource title. | `DTM South Sudan Village Assessment Education Facilities Aug19 to Mar20` |
+| `source_package_id` | `category` | CKAN package UUID. | `de0a7adc-5ef1-410a-a532-31b34ba45b07` |
+| `source_resource_id` | `category` | CKAN resource UUID. | `87719cd8-d8f7-4287-b634-4f767259f9b3` |
+| `source_url` | `category` | Original source resource URL. | `https://data.humdata.org/dataset/de0a7adc-5ef1-410a-a532-31b34ba45b07/re` |
+| `license_id` | `category` | Source license identifier. | `cc-by` |
+| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-08-10T18:18:23Z` |
+## Usage
+```python
+from datasets import load_dataset
+ds = load_dataset("electricsheepafrica/africa-south-sudan-south-sudan-village-assessment-education-facilities-iom-dt-9857ee14")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+### Filter to one country
+```python
+sample_country = df[df["country_iso3"] == "SSD"]
+```
+### Work with indicators
+```python
+if "indicator_id" in df.columns:
+    print(df["indicator_id"].value_counts().head())
+    sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])
+```
+## Citation
+```bibtex
+@misc{electric_sheep_africa_africa_south_sudan_south_sudan_village_assessment_education_facilities_iom_dt_98_2020,
+  title        = {South Sudan - Village Assessment - Education Facilities - [IOM-DTM] | Africa (South Sudan official open data)},
+  author       = {International Organization for Migration (IOM)},
+  year         = {2020},
+  url          = {https://data.humdata.org/dataset/south-sudan-village-assessment-education-facilities-iom-dtm},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-village-assessment-education-facilities-iom-dt-9857ee14}}
+}
+```
+## License
+Released under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
+Original data (c) International Organization for Migration (IOM). When using this dataset, please cite both the
+original source above and the Electric Sheep Africa repackaging.
+## About Electric Sheep
+Electric Sheep Africa is part of the Electric Sheep mission: a unified,
+ML-ready data layer for Africa on Hugging Face. We pull data from authoritative
+open sources, normalize the schemas, package as Parquet, and publish with
+consistent dataset cards so researchers and developers can use `load_dataset()`
+to start working in seconds.
+Browse the full collection: [huggingface.co/electricsheepafrica](https://huggingface.co/electricsheepafrica)
+---
+Provenance: ingested 2026-08-10 via the Electric Sheep pipeline. Source URL:
+https://data.humdata.org/dataset/de0a7adc-5ef1-410a-a532-31b34ba45b07/resource/87719cd8-d8f7-4287-b634-4f767259f9b3/download/dtm-south-sudan-village-assessment-education-facilities-aug19-to-mar20.xlsx

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+size 100650

metadata/source_snapshot.json ADDED Viewed

	@@ -0,0 +1,100 @@

+{
+  "columns": [
+    "indicator_id",
+    "indicator_name",
+    "country_iso3",
+    "source_sheet",
+    "country_name",
+    "year",
+    "value",
+    "unit",
+    "dimension_state",
+    "dimension_state_pcode",
+    "dimension_county",
+    "dimension_county_pcode",
+    "dimension_payam",
+    "dimension_payam_pcode",
+    "dimension_boma",
+    "dimension_is_current_boma_name_the_same",
+    "dimension_if_different_specify_new_boma_name",
+    "dimension_village",
+    "dimension_village_name_other",
+    "dimension_d_1_type_of_education_facility",
+    "dimension_name_of_education_facility",
+    "dimension_d_2_a_current_status_of_education_facility",
+    "dimension_d_2_b_if_non_operational_please_select_a_reaso",
+    "dimension_d_2_b_other_specify",
+    "dimension_d_2_c_since_when_has_the_school_been_non_opera",
+    "dimension_d_3_a_what_standard_of_primary_education_is_of",
+    "dimension_d_3_b_if_the_primary_school_does_not_cover_up",
+    "dimension_d_4_if_this_is_a_secondary_school_what_standar",
+    "dimension_d_5_what_is_the_main_language_used_to_teach_in",
+    "dimension_d_5_local_language",
+    "dimension_d_6_what_school_curriculum_does_this_school_te",
+    "dimension_d_6_if_other_school_curriculum_specify",
+    "dimension_d_7_is_the_school_able_to_accommodate_all_scho",
+    "dimension_d_8_are_there_children_from_other_bomas_attend",
+    "dimension_d_11_whats_is_the_main_reason_for_pupils_dropp",
+    "dimension_d_11_specify_other_dropping_out_reason",
+    "dimension_d_12_a_are_there_disabled_children_enrolled_in",
+    "dimension_d_12_b_if_yes_what_are_the_disabilities_they_n",
+    "dimension_d_12_c_if_yes_does_the_school_make_efforts_to",
+    "dimension_d_13_does_the_school_have_an_appropiate_safe_a",
+    "dimension_d_14_describe_the_education_facility_structure",
+    "dimension_d_15_a_number_of_class_rooms",
+    "dimension_d_15_b_school_furniture",
+    "dimension_d_15_c_school_latrines",
+    "dimension_d_15_d_drinking_water_for_the_school",
+    "dimension_d_15_e_non_drinking_water_for_hygiene",
+    "dimension_d_17_does_the_school_find_it_difficult_to_get",
+    "dimension_d_17_if_yes_what_usually_happens_to_the_respec",
+    "dimension_d_17_specify_other_happening_to_students_when",
+    "dimension_d_18_who_is_the_main_supporter_of_the_school",
+    "dimension_d_19_do_the_students_go_for_further_education",
+    "dimension_d_20_a_do_you_have_accelerated_learning_progra",
+    "dimension_d_20_b_if_yes_who_is_the_main_provider_of_supp",
+    "source_period_start_year",
+    "source_period_end_year",
+    "source_period_label",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-08-10T19:54:00Z",
+  "indicator_count": 12,
+  "mode": "indicator_long",
+  "repo_id": "electricsheepafrica/africa-south-sudan-south-sudan-village-assessment-education-facilities-iom-dt-9857ee14",
+  "rows": 5772,
+  "source": {
+    "api_base_url": "https://data.humdata.org/api/3/action",
+    "country_iso3": "SSD",
+    "country_name": "South Sudan",
+    "group_names": "ssd",
+    "license_id": "cc-by",
+    "license_title": "Creative Commons Attribution International (CC BY)",
+    "license_url": "http://www.opendefinition.org/licenses/cc-by",
+    "organization_name": "international-organization-for-migration",
+    "organization_title": "International Organization for Migration (IOM)",
+    "package_id": "de0a7adc-5ef1-410a-a532-31b34ba45b07",
+    "package_name": "south-sudan-village-assessment-education-facilities-iom-dtm",
+    "package_notes": "This survey was conducted by IOM DTM covering 182 out of 219 bomas (achieving 83 per cent coverage) in Wau, Rubkona, Bor South, Torit, Magwi, Aweil Centre and Malakal counties. IOM are currently carrying out mapping in Abyei AA, Central Equatoria – Kajo Keji, Yei, Morobo and Lainya and will update that dataset in late 2023. The dataset has education facilities' names, locations and the services available there.",
+    "package_page_url": "https://data.humdata.org/dataset/south-sudan-village-assessment-education-facilities-iom-dtm",
+    "package_title": "South Sudan - Village Assessment - Education Facilities - [IOM-DTM]",
+    "portal_url": "https://data.humdata.org",
+    "resource_description": "The dataset has education facilities' names, locations and the services available there, last reviewed in April 2023.",
+    "resource_format": "XLSX",
+    "resource_id": "87719cd8-d8f7-4287-b634-4f767259f9b3",
+    "resource_last_modified": "2020-09-11T15:52:13.717117",
+    "resource_name": "DTM South Sudan Village Assessment Education Facilities Aug19 to Mar20",
+    "resource_position": "0",
+    "resource_url": "https://data.humdata.org/dataset/de0a7adc-5ef1-410a-a532-31b34ba45b07/resource/87719cd8-d8f7-4287-b634-4f767259f9b3/download/dtm-south-sudan-village-assessment-education-facilities-aug19-to-mar20.xlsx",
+    "tag_names": "education,education facilities-schools,facilities-infrastructure,geodata"
+  },
+  "year_max": 2020,
+  "year_min": 2019
+}