Add ML-ready official indicator dataset

README.md

@@ -0,0 +1,187 @@
+---
+license: cc-by-4.0
+language:
+- en
+task_categories:
+- tabular-classification
+- tabular-regression
+multilinguality: monolingual
+size_categories:
+- 10K<n<100K
+tags:
+- tabular
+- csv
+- africa
+- rwanda
+- data-gov-rw
+- rwanda-data-sharing-platform
+- nisr
+- official-statistics
+- open-data
+- national-statistics
+- social-protection
+- microdata
+- demographics
+- economics
+pretty_name: "EICV: Direct support | Africa (Rwanda Data Sharing Platform - NISR)"
+---
+
+# EICV: Direct support | Africa (Rwanda Data Sharing Platform - NISR)
+
+15,056 rows - 1 Africa country - 2023-10-16-2024-10-15 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-15056-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2023-10-16-2024-10-15-orange)
+![indicators](https://img.shields.io/badge/indicators-0-purple)
+![license](https://img.shields.io/badge/license-cc-by-4.0-lightgrey)
+
+## TL;DR
+
+This dataset packages one public table from Rwanda's official Data Sharing
+Platform as ML-ready Parquet. The source package is the provenance boundary:
+all usable source columns from this table stay together in this repo.
+
+## About the source
+
+- **Source:** [EICV: Direct support](https://api.data.gov.rw/api/v1/datasets/public/56cd1a93-303b-4792-9401-913269275a6d)
+- **Publisher:** NISR
+- **Portal:** [Rwanda Data Sharing Platform](https://data.gov.rw/)
+- **Dataset ID:** `56cd1a93-303b-4792-9401-913269275a6d`
+- **Schema:** `EICV7_Cross-Sectional Sample`
+- **Table:** `eicv7_s9d1_direct_support`
+- **Sectors:** National Statistics, Social Protection
+- **Source tags:** Microdata
+- **Period:** 2023-10-16-2024-10-15
+- **Resource:** [CSV package](https://api.data.gov.rw/api/v1/datasets/public/56cd1a93-303b-4792-9401-913269275a6d/download?format=csv)
+- **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)
+- **Packaging mode:** `tabular_resource`
+
+## Source description
+
+Summary: This microdata table contains information on VUP (Vision Umurenge Programme) direct support to households, collected in the seventh Integrated Household Living Conditions Survey, known as EICV7 (Enquête Intégrale sur les Conditions de Vie des ménages). A main cross-sectional sample survey, a panel survey and a VUP (Vision Umurenge Programme) sample survey were conducted simultaneously; this microdata table relates to the cross-sectional sample survey. Geographic Coverage: National coverage (Rwanda), including rural and urban households and allowing province- and district-level estimation of key indicators. Time Period: The EICV7 data collection covered a 12 month period (October 2023 to October 2024). In order to represent the seasonality in the income and consumption data, the fieldwork was divided into nine nationally representative cycles. Frequency: The EICV is conducted every three years; prior to EICV4, the survey was conducted every five years, with the first survey (EICV1) conducted in 2000/01. Population/Units: Household members Key Variables: Select HH member who is in VUP, Beneficiaries of VUP (any component), Beneficiaries of direct support, Reason for enrolling in the VUP direct support component, How much money the household received from VUP-DS in the past 12 months? Purpose: This survey serves as a key source of socio-economic data on the living conditions of Rwandan households. It plays a critical role in the ongoing monitoring and evaluation of national and international development frameworks, including the Second National Strategy for Transformation (NST2), the 2030 Sustainable Development Goals (SDGs), and Vision 2050, among others. The survey data are also vital for compiling national accounts and updating the Consumer Price Index (CPI). Data Quality Notes: The response rate exceeded 99% by the end of the survey, with 15,054 out of the 15,066 targeted households successfully interviewed. For more information on the EICV7 Cross-Sectional Survey including further details on methodology, please see the collection-level description.
+
+## Geographic coverage
+
+1 Africa country:
+
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `RWA` | 15,056 | n/a | n/a | `Rwanda` |
+
+## Indicators or Resource Contents
+
+- This source package is published as a normalized tabular resource.
+
+## Schema
+
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `source_record_id` | `string` | Stable row identifier assigned during Electric Sheep Africa packaging. | `56cd1a93-303b-4792-9401-913269275a6d:0` |
+| `country_iso3` | `string` | ISO3 country code. | `RWA` |
+| `country_name` | `string` | Country name. | `Rwanda` |
+| `id` | `int64` | Row ID | `1` |
+| `hhid` | `float64` | Household Identification | `300001.0` |
+| `clust` | `float64` | Cluster | `10001.0` |
+| `province` | `string` | Numeric code (1–5) representing the administrative province of Rwanda where the survey respondent is located. 1 = Kigali City, 2 = Southern... | `City of Kigali` |
+| `district` | `string` | Numeric code (11–57) representing the respondent's district in Rwanda. The first digit corresponds to the province (1-5), and the second di... | `Nyarugenge` |
+| `ur` | `string` | Residence area | `Urban` |
+| `pid` | `float64` | Select hh member who is in VUP | `` |
+| `s9d1q1` | `bool` | Beneficiaries of VUP (any component) | `False` |
+| `s9d1q2` | `string` | Beneficiaries of direct support | `` |
+| `s9d1q2m` | `string` | Month | `` |
+| `s9d1q2y` | `float64` | Year | `` |
+| `s9d1q3` | `string` | Reason for enrolling in the VUP direct support component | `` |
+| `s9d1q4` | `float64` | How much money the household received from VUP-DS in the past 12 months? | `` |
+| `s9d1q5` | `string` | Way by which direct support payment received | `` |
+| `s9d1q6` | `string` | Activity by which the direct support benefit used for | `` |
+| `s9d1q6_a` | `string` | Buy Food | `` |
+| `s9d1q6_b` | `string` | Buy Cloth | `` |
+| `s9d1q6_c` | `string` | Buy Home Utensils | `` |
+| `s9d1q6_d` | `string` | Buy Durables asset | `` |
+| `s9d1q6_e` | `string` | Pay Education/School Fess | `` |
+| `s9d1q6_f` | `string` | Pay Health/Medical Expenses | `` |
+| `s9d1q6_g` | `string` | Buy Animals | `` |
+| `s9d1q6_h` | `string` | Invest in Farming | `` |
+| `s9d1q6_i` | `string` | Invest in business Income or income generating activity | `` |
+| `s9d1q6_j` | `string` | Improve dwelling | `` |
+| `s9d1q6_k` | `string` | Savings in SACCO,VSLA or Tontine | `` |
+| `s9d1q6_l` | `string` | Saving in EJo Heza | `` |
+| `s9d1q6_m` | `string` | Other | `` |
+| `s9d1q7` | `string` | Have you received your DS entitlement for all the months since you joined | `` |
+| `s9d1q8a` | `float64` | Number of delayed days of first last payment | `` |
+| `s9d1q8b` | `float64` | Number of delayed days of second last payment | `` |
+| `s9d1q8c` | `float64` | Number of delayed days of third last payment | `` |
+| `strata_id` | `float64` | strata Id | `` |
+| `weight` | `float64` | Household Weight | `` |
+| `quintile` | `string` | Quintiles of real consumption per ae | `` |
+| `pov_jan` | `string` | Total Poverty Headcount Ratio | `` |
+| `poverty` | `string` | Welfare Categories | `` |
+| `epov_jan` | `string` | Extreme Poverty Headcount Ratio | `` |
+| `source_provider` | `string` | Publishing organization. | `NISR` |
+| `source_dataset` | `string` | Source dataset title. | `EICV: Direct support` |
+| `source_resource` | `string` | Source table name. | `eicv7_s9d1_direct_support` |
+| `source_package_id` | `string` | Rwanda Data Sharing Platform dataset UUID. | `56cd1a93-303b-4792-9401-913269275a6d` |
+| `source_resource_id` | `string` | Rwanda Data Sharing Platform dataset UUID. | `56cd1a93-303b-4792-9401-913269275a6d` |
+| `source_url` | `string` | Original source download URL. | `https://api.data.gov.rw/api/v1/datasets/public/56cd1a93-303b-4792-9401-...` |
+| `license_id` | `string` | Source license identifier. | `cc-by-4.0` |
+| `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-18T11:48:51Z` |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("electricsheepafrica/africa-rwanda-eicv-direct-support-b908d057")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+
+### Filter to Rwanda
+
+```python
+rwanda = df[df["country_iso3"] == "RWA"]
+```
+
+### 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_rwanda_eicv_direct_support_b908d057_2026,
+  title        = {EICV: Direct support | Africa (Rwanda Data Sharing Platform - NISR)},
+  author       = {NISR},
+  year         = {2026},
+  url          = {https://api.data.gov.rw/api/v1/datasets/public/56cd1a93-303b-4792-9401-913269275a6d},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-rwanda-eicv-direct-support-b908d057}}
+}
+```
+
+## License
+
+Released under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
+
+Original data (c) NISR. 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 2026-07-18 via the Electric Sheep pipeline. Source URL:
+https://api.data.gov.rw/api/v1/datasets/public/56cd1a93-303b-4792-9401-913269275a6d/download?format=csv

data/train-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:309d8ef278dc994ba6aac408945a567ffad6b42e78e9ab5ece7341606e143745
+size 186478

metadata/source_package_metadata.csv

@@ -0,0 +1,77 @@
+column_name,data_type,description
+id,INT,Row ID
+hhid,NUMERIC,Household Identification
+clust,NUMERIC,Cluster
+province,VARCHAR,"Numeric code (1–5) representing the administrative province of Rwanda where the survey respondent is located. 1 = Kigali City, 2 = Southern Province, 3 = Western Province, 4 = Northern Province, 5 = Eastern Province."
+district,VARCHAR,"Numeric code (11–57) representing the respondent's district in Rwanda. The first digit corresponds to the province (1-5), and the second digit identifies the district within that province. 11 = Nyarugenge, 12 = Gasabo, 13 = Kicukiro, 21 = Nyanza, 22 = Gisagara, 23 = Nyaruguru, 24 = Huye, 25 = Nyamagabe, 26 = Ruhango, 27 = Muhanga, 28 = Kamonyi, 31 = Karongi, 32 = Rutsiro, 33 = Rubavu, 34 = Nyabihu, 35 = Ngororero, 36 = Rusizi, 37 = Nyamasheke, 41 = Rulindo, 42 = Gakenke, 43 = Musanze, 44 = Burera, 45 = Gicumbi, 51 = Rwamagana, 52 = Nyagatare, 53 = Gatsibo, 54 = Kayonza, 55 = Kirehe, 56 = Ngoma, 57 = Bugesera."
+ur,VARCHAR,Residence area
+pid,TEXT,Select hh member who is in VUP
+s9d1q1,BOOLEAN,Beneficiaries of VUP (any component)
+s9d1q2,TEXT,Beneficiaries of direct support
+s9d1q2m,TEXT,Month
+s9d1q2y,TEXT,Year
+s9d1q3,TEXT,Reason for enrolling in the VUP direct support component
+s9d1q4,TEXT,How much money the household received from VUP-DS in the past 12 months?
+s9d1q5,TEXT,Way by which direct support payment received
+s9d1q6,TEXT,Activity by which the direct support benefit used for
+s9d1q6_a,TEXT,Buy Food
+s9d1q6_b,TEXT,Buy Cloth
+s9d1q6_c,TEXT,Buy Home Utensils
+s9d1q6_d,TEXT,Buy Durables asset
+s9d1q6_e,TEXT,Pay Education/School Fess
+s9d1q6_f,TEXT,Pay Health/Medical Expenses
+s9d1q6_g,TEXT,Buy Animals
+s9d1q6_h,TEXT,Invest in Farming
+s9d1q6_i,TEXT,Invest in business Income or income generating activity
+s9d1q6_j,TEXT,Improve dwelling
+s9d1q6_k,TEXT,"Savings in SACCO,VSLA or Tontine"
+s9d1q6_l,TEXT,Saving in EJo Heza
+s9d1q6_m,TEXT,Other
+s9d1q7,TEXT,Have you received your DS entitlement for all the months since you joined
+s9d1q8a,TEXT,Number of delayed days of first last payment
+s9d1q8b,TEXT,Number of delayed days of second last payment
+s9d1q8c,TEXT,Number of delayed days of third last payment
+strata_id,TEXT,strata Id
+weight,TEXT,Household Weight
+quintile,TEXT,Quintiles of real consumption per ae
+pov_jan,TEXT,Total Poverty Headcount Ratio
+poverty,TEXT,Welfare Categories
+epov_jan,TEXT,Extreme Poverty Headcount Ratio
+id,INT,Row ID
+hhid,NUMERIC,Household Identification
+clust,NUMERIC,Cluster
+province,VARCHAR,"Numeric code (1–5) representing the administrative province of Rwanda where the survey respondent is located. 1 = Kigali City, 2 = Southern Province, 3 = Western Province, 4 = Northern Province, 5 = Eastern Province."
+district,VARCHAR,"Numeric code (11–57) representing the respondent's district in Rwanda. The first digit corresponds to the province (1-5), and the second digit identifies the district within that province. 11 = Nyarugenge, 12 = Gasabo, 13 = Kicukiro, 21 = Nyanza, 22 = Gisagara, 23 = Nyaruguru, 24 = Huye, 25 = Nyamagabe, 26 = Ruhango, 27 = Muhanga, 28 = Kamonyi, 31 = Karongi, 32 = Rutsiro, 33 = Rubavu, 34 = Nyabihu, 35 = Ngororero, 36 = Rusizi, 37 = Nyamasheke, 41 = Rulindo, 42 = Gakenke, 43 = Musanze, 44 = Burera, 45 = Gicumbi, 51 = Rwamagana, 52 = Nyagatare, 53 = Gatsibo, 54 = Kayonza, 55 = Kirehe, 56 = Ngoma, 57 = Bugesera."
+ur,VARCHAR,Residence area
+pid,TEXT,Select hh member who is in VUP
+s9d1q1,BOOLEAN,Beneficiaries of VUP (any component)
+s9d1q2,TEXT,Beneficiaries of direct support
+s9d1q2m,TEXT,Month
+s9d1q2y,TEXT,Year
+s9d1q3,TEXT,Reason for enrolling in the VUP direct support component
+s9d1q4,TEXT,How much money the household received from VUP-DS in the past 12 months?
+s9d1q5,TEXT,Way by which direct support payment received
+s9d1q6,TEXT,Activity by which the direct support benefit used for
+s9d1q6_a,TEXT,Buy Food
+s9d1q6_b,TEXT,Buy Cloth
+s9d1q6_c,TEXT,Buy Home Utensils
+s9d1q6_d,TEXT,Buy Durables asset
+s9d1q6_e,TEXT,Pay Education/School Fess
+s9d1q6_f,TEXT,Pay Health/Medical Expenses
+s9d1q6_g,TEXT,Buy Animals
+s9d1q6_h,TEXT,Invest in Farming
+s9d1q6_i,TEXT,Invest in business Income or income generating activity
+s9d1q6_j,TEXT,Improve dwelling
+s9d1q6_k,TEXT,"Savings in SACCO,VSLA or Tontine"
+s9d1q6_l,TEXT,Saving in EJo Heza
+s9d1q6_m,TEXT,Other
+s9d1q7,TEXT,Have you received your DS entitlement for all the months since you joined
+s9d1q8a,TEXT,Number of delayed days of first last payment
+s9d1q8b,TEXT,Number of delayed days of second last payment
+s9d1q8c,TEXT,Number of delayed days of third last payment
+strata_id,TEXT,strata Id
+weight,TEXT,Household Weight
+quintile,TEXT,Quintiles of real consumption per ae
+pov_jan,TEXT,Total Poverty Headcount Ratio
+poverty,TEXT,Welfare Categories
+epov_jan,TEXT,Extreme Poverty Headcount Ratio

metadata/source_snapshot.json

@@ -0,0 +1,824 @@
+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "id",
+    "hhid",
+    "clust",
+    "province",
+    "district",
+    "ur",
+    "pid",
+    "s9d1q1",
+    "s9d1q2",
+    "s9d1q2m",
+    "s9d1q2y",
+    "s9d1q3",
+    "s9d1q4",
+    "s9d1q5",
+    "s9d1q6",
+    "s9d1q6_a",
+    "s9d1q6_b",
+    "s9d1q6_c",
+    "s9d1q6_d",
+    "s9d1q6_e",
+    "s9d1q6_f",
+    "s9d1q6_g",
+    "s9d1q6_h",
+    "s9d1q6_i",
+    "s9d1q6_j",
+    "s9d1q6_k",
+    "s9d1q6_l",
+    "s9d1q6_m",
+    "s9d1q7",
+    "s9d1q8a",
+    "s9d1q8b",
+    "s9d1q8c",
+    "strata_id",
+    "weight",
+    "quintile",
+    "pov_jan",
+    "poverty",
+    "epov_jan",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-07-18T12:57:33Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-rwanda-eicv-direct-support-b908d057",
+  "rows": 15056,
+  "rwanda_public_dataset": {
+    "classification": "PUBLIC",
+    "columns": [
+      {
+        "columnName": "id",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "INT",
+        "description": "<p>Row ID</p>",
+        "id": "e93043d5-948e-471c-9f2d-f64f440204c7",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "hhid",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "NUMERIC",
+        "description": "<p>Household Identification</p>",
+        "id": "95020ed6-2ff4-48b0-9f4e-d1db1262d364",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "clust",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "NUMERIC",
+        "description": "<p>Cluster</p>",
+        "id": "74917f6a-0406-4b4f-b8e7-dc0e74465c15",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "province",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "VARCHAR",
+        "description": "<p><strong>Numeric code (1–5) representing the administrative province of Rwanda where the survey respondent is located. </strong>1 = Kigali City, 2 = Southern Province, 3 = Western Province, 4 = Northern Province, 5 = Eastern Province.</p><p></p>",
+        "id": "0a4c9596-890d-4847-af0c-f1cd1f3d7dd3",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "district",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "VARCHAR",
+        "description": "<p><strong>Numeric code (11–57) representing the respondent's district in Rwanda. </strong>The first digit corresponds to the province (1-5), and the second digit identifies the district within that province.</p><p>11 = Nyarugenge, 12 = Gasabo, 13 = Kicukiro, 21 = Nyanza, 22 = Gisagara, 23 = Nyaruguru, 24 = Huye, 25 = Nyamagabe, 26 = Ruhango, 27 = Muhanga, 28 = Kamonyi, 31 = Karongi, 32 = Rutsiro, 33 = Rubavu, 34 = Nyabihu, 35 = Ngororero, 36 = Rusizi, 37 = Nyamasheke, 41 = Rulindo, 42 = Gakenke, 43 = Musanze, 44 = Burera, 45 = Gicumbi, 51 = Rwamagana, 52 = Nyagatare, 53 = Gatsibo, 54 = Kayonza, 55 = Kirehe, 56 = Ngoma, 57 = Bugesera.</p>",
+        "id": "13bc2bb6-ad0a-494a-809a-9e51ab7009b3",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "ur",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "VARCHAR",
+        "description": "<p>Residence area</p>",
+        "id": "1db8ef45-ba11-4d6d-b842-6a414dceee95",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "pid",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Select hh member who is in VUP</p>",
+        "id": "591ccaf9-3914-42df-b13b-019a446bed80",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q1",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "BOOLEAN",
+        "description": "<p>Beneficiaries of VUP (any component)</p>",
+        "id": "187f4817-de9e-41b6-8b38-0feb0e36e89d",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q2",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Beneficiaries of direct support</p>",
+        "id": "37aa8011-af1d-4d63-912f-2638e24412e4",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q2m",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Month</p>",
+        "id": "96a98f45-f2f0-4901-9500-1b3e5e213876",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q2y",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Year</p>",
+        "id": "6dffe580-bf71-44cb-a4c2-52316ea3ab91",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q3",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Reason for enrolling in the VUP direct support component</p>",
+        "id": "eba55ba6-c547-4916-8b93-e3cf493742fc",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q4",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>How much money the household received from VUP-DS in the past 12 months?</p>",
+        "id": "b9cf6aaf-2140-4f6d-859a-670a612a08e5",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q5",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Way by which direct support payment received</p>",
+        "id": "7265825a-591a-4386-ade9-9c14492cc6ec",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Activity by which the direct support benefit used for</p>",
+        "id": "8cfe0814-ddd4-4295-8dae-abc2c2f7f481",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_a",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Buy Food</p>",
+        "id": "452a1e52-2095-4363-a3f9-69a9e69bceb1",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_b",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Buy Cloth</p>",
+        "id": "88804e2b-289e-4a4f-bfb2-f9571ead898e",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_c",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Buy Home Utensils</p>",
+        "id": "a1a6dc90-8933-41be-bef4-85857fc6c38c",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_d",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Buy Durables asset</p>",
+        "id": "0e667fd3-5523-405f-ac9a-fa896a216b75",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_e",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Pay Education/School Fess</p>",
+        "id": "f2b823d3-c775-4316-8fa8-7cec109eece9",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_f",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Pay Health/Medical Expenses</p>",
+        "id": "16fd0d59-9c92-4421-a10b-32f634da4164",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_g",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Buy Animals</p>",
+        "id": "8694f443-7f91-491b-8aa0-935072b63fa1",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_h",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Invest in Farming</p>",
+        "id": "a823f3d2-90f0-4a5f-8d90-4ed79f17e73c",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_i",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Invest in business Income or income generating activity</p>",
+        "id": "dd9fdf65-fbec-4f23-a837-a8523727e6ec",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_j",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Improve dwelling</p>",
+        "id": "d3c425d2-17de-4193-b24e-a651f0b6f934",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_k",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Savings in SACCO,VSLA or Tontine</p>",
+        "id": "3f850cd9-c3d9-46cf-862a-326281dbb26b",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_l",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Saving in EJo Heza</p>",
+        "id": "71b259de-42d4-494c-8e52-416ced9ddf3a",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q6_m",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Other</p>",
+        "id": "30b4d72b-b293-4fa4-b51c-052bf9010615",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q7",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Have you received your DS entitlement for all the months since you joined</p>",
+        "id": "a24da5fc-9f5d-421e-9f61-7c9f6b39dade",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q8a",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Number of delayed days of first last payment</p>",
+        "id": "41b67116-f8ee-4301-8542-ec056c38cbba",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q8b",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Number of delayed days of second last payment</p>",
+        "id": "608f8602-5383-44b8-8d58-3ed4b9eb828b",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "s9d1q8c",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Number of delayed days of third last payment</p>",
+        "id": "267467ce-5845-45de-afaa-e628a0b7a286",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "strata_id",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>strata Id</p>",
+        "id": "ddad543f-94a0-45bb-8cc6-6785f9df4502",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "weight",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Household Weight</p>",
+        "id": "9b8c1294-e853-4acc-83a8-8edee5e8d3a5",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "quintile",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Quintiles of real consumption per ae</p>",
+        "id": "10910c86-f826-4c95-b8ad-f29f69885452",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "pov_jan",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Total Poverty Headcount Ratio</p>",
+        "id": "74e85cc6-f465-4268-92b7-66304dc2cdfb",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "poverty",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Welfare Categories</p>",
+        "id": "753d74de-0084-4aab-b647-5ee9f278dcb8",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "epov_jan",
+        "createdAt": "2026-07-12T12:50:23.995Z",
+        "dataType": "TEXT",
+        "description": "<p>Extreme Poverty Headcount Ratio</p>",
+        "id": "0e4729d1-2994-4fd1-9c87-7ec5ffc446bb",
+        "tags": null,
+        "updatedAt": "2026-07-12T12:50:23.995Z"
+      },
+      {
+        "columnName": "id",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "INT",
+        "description": "<p>Row ID</p>",
+        "id": "8ae5f842-2ccb-4fd3-9c08-68744c661546",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "hhid",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "NUMERIC",
+        "description": "<p>Household Identification</p>",
+        "id": "09f442a2-d1b8-4eea-99a8-2448b5e17910",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "clust",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "NUMERIC",
+        "description": "<p>Cluster</p>",
+        "id": "996547dd-396b-4a7f-aab8-919e57f40923",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "province",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "VARCHAR",
+        "description": "<p><strong>Numeric code (1–5) representing the administrative province of Rwanda where the survey respondent is located. </strong>1 = Kigali City, 2 = Southern Province, 3 = Western Province, 4 = Northern Province, 5 = Eastern Province.</p><p></p>",
+        "id": "85787d6f-2030-443d-8954-9a5ba1d9dafd",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "district",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "VARCHAR",
+        "description": "<p><strong>Numeric code (11–57) representing the respondent's district in Rwanda. </strong>The first digit corresponds to the province (1-5), and the second digit identifies the district within that province.</p><p>11 = Nyarugenge, 12 = Gasabo, 13 = Kicukiro, 21 = Nyanza, 22 = Gisagara, 23 = Nyaruguru, 24 = Huye, 25 = Nyamagabe, 26 = Ruhango, 27 = Muhanga, 28 = Kamonyi, 31 = Karongi, 32 = Rutsiro, 33 = Rubavu, 34 = Nyabihu, 35 = Ngororero, 36 = Rusizi, 37 = Nyamasheke, 41 = Rulindo, 42 = Gakenke, 43 = Musanze, 44 = Burera, 45 = Gicumbi, 51 = Rwamagana, 52 = Nyagatare, 53 = Gatsibo, 54 = Kayonza, 55 = Kirehe, 56 = Ngoma, 57 = Bugesera.</p>",
+        "id": "eb348793-0bd2-4403-8cf5-0cee4446785c",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "ur",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "VARCHAR",
+        "description": "<p>Residence area</p>",
+        "id": "7df42aa9-f1c6-4f39-a28a-d9e89094119b",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "pid",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Select hh member who is in VUP</p>",
+        "id": "89142223-ea2d-4b70-bab8-38bfb6b1c151",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q1",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "BOOLEAN",
+        "description": "<p>Beneficiaries of VUP (any component)</p>",
+        "id": "3f186e94-a3b3-4492-b055-02e3f9033f12",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q2",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Beneficiaries of direct support</p>",
+        "id": "6fb1cf26-807c-4ad8-a630-86ae8158b958",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q2m",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Month</p>",
+        "id": "51e36b3f-fd3a-4ffe-bf0a-c253bd392939",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q2y",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Year</p>",
+        "id": "ee00d436-634f-4783-ae33-ab8df272f137",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q3",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Reason for enrolling in the VUP direct support component</p>",
+        "id": "79f43fc7-30cb-4f87-8f73-d3b08eb14bad",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q4",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>How much money the household received from VUP-DS in the past 12 months?</p>",
+        "id": "6149ff3e-c10d-4585-9b42-9783601f1560",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q5",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Way by which direct support payment received</p>",
+        "id": "9979be86-c198-4a66-a471-7b929ecb23dc",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Activity by which the direct support benefit used for</p>",
+        "id": "69b82a26-800d-44f2-941d-6fe8d84b5764",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_a",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Buy Food</p>",
+        "id": "2def3c5a-211e-433e-9329-952d7365d78c",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_b",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Buy Cloth</p>",
+        "id": "72f0b67e-55ca-4d63-91d5-c0edff942fe2",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_c",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Buy Home Utensils</p>",
+        "id": "6a7e5f68-ee67-4ca1-be9a-0b1950f99813",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_d",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Buy Durables asset</p>",
+        "id": "87a3193b-1719-4f17-9c68-fd2d069a3913",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_e",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Pay Education/School Fess</p>",
+        "id": "6126a00e-6e67-44e9-8ae0-bc5980cd895a",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_f",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Pay Health/Medical Expenses</p>",
+        "id": "327c38ae-9974-478a-9047-87a79b263482",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_g",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Buy Animals</p>",
+        "id": "1023a73e-f657-4867-88b7-3d37ac1ad455",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_h",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Invest in Farming</p>",
+        "id": "c426cb39-5eed-4875-bea7-bc1aa7878ae9",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_i",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Invest in business Income or income generating activity</p>",
+        "id": "d795b734-9cfe-4beb-baae-1717c91793a3",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_j",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Improve dwelling</p>",
+        "id": "dbf55bc5-2fbd-4d6f-b711-3427b395f73b",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_k",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Savings in SACCO,VSLA or Tontine</p>",
+        "id": "17f78c21-e8ce-4ee0-8a63-852a1ede6daa",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_l",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Saving in EJo Heza</p>",
+        "id": "cd3fba6c-f73c-4321-80c3-0ee63d7e5912",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q6_m",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Other</p>",
+        "id": "694493b4-57e6-4a3c-a09b-df070455b73d",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q7",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Have you received your DS entitlement for all the months since you joined</p>",
+        "id": "567fbbab-f076-4ac2-83ed-52263e1f7aca",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q8a",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Number of delayed days of first last payment</p>",
+        "id": "2ad09a53-bf65-44b6-a201-b77710b07b21",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q8b",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Number of delayed days of second last payment</p>",
+        "id": "7d718e61-fc32-4210-b9fb-912dd55bf4e4",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "s9d1q8c",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Number of delayed days of third last payment</p>",
+        "id": "52f2f665-c8da-4a78-87b9-6c5c910c6a5d",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "strata_id",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>strata Id</p>",
+        "id": "70fe973d-4413-4be1-b5e7-42a430a8b240",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "weight",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Household Weight</p>",
+        "id": "e7d699c6-ec56-4740-ae56-007e8e555226",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "quintile",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Quintiles of real consumption per ae</p>",
+        "id": "76dc3e8e-2c82-436e-825f-bfe186536ef0",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "pov_jan",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Total Poverty Headcount Ratio</p>",
+        "id": "d6de1dc7-477d-4297-a48d-6be37810e16c",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "poverty",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Welfare Categories</p>",
+        "id": "1da35af3-e7a1-4666-b1bf-57cdf65e9e5e",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      },
+      {
+        "columnName": "epov_jan",
+        "createdAt": "2026-07-09T22:22:29.289Z",
+        "dataType": "TEXT",
+        "description": "<p>Extreme Poverty Headcount Ratio</p>",
+        "id": "05253052-2f5f-4d29-b7ef-2dd6b8c7ca1d",
+        "tags": null,
+        "updatedAt": "2026-07-09T22:22:29.289Z"
+      }
+    ],
+    "createdAt": "2026-03-26T14:19:03.963Z",
+    "customTags": [
+      "Microdata"
+    ],
+    "databaseName": "datasharing_platform",
+    "datasetFileId": null,
+    "datasetType": "TABLE",
+    "description": "<p><strong>Summary: </strong>This microdata table contains information on VUP (Vision Umurenge Programme) direct support to households, collected in the seventh Integrated Household Living Conditions Survey, known as EICV7 (Enquête Intégrale sur les Conditions de Vie des ménages). A main cross-sectional sample survey, a panel survey and a VUP (Vision Umurenge Programme) sample survey were conducted simultaneously; this microdata table relates to the cross-sectional sample survey.</p><p><strong>Geographic Coverage: </strong>National coverage (Rwanda), including rural and urban households and allowing province- and district-level estimation of key indicators.</p><p><strong>Time Period: </strong>The EICV7 data collection covered a 12 month period (October 2023 to October 2024). In order to represent the seasonality in the income and consumption data, the fieldwork was divided into nine nationally representative cycles.</p><p><strong>Frequency:</strong> The EICV is conducted every three years; prior to EICV4, the survey was conducted every five years, with the first survey (EICV1) conducted in 2000/01.</p><p><strong>Population/Units: </strong>Household members</p><p><strong>Key Variables: </strong>Select HH member who is in VUP, Beneficiaries of VUP (any component), Beneficiaries of direct support, Reason for enrolling in the VUP direct support component, How much money the household received from VUP-DS in the past 12 months?</p><p><strong>Purpose: </strong>This survey serves as a key source of socio-economic data on the living conditions of Rwandan households. It plays a critical role in the ongoing monitoring and evaluation of national and international development frameworks, including the Second National Strategy for Transformation (NST2), the 2030 Sustainable Development Goals (SDGs), and Vision 2050, among others. The survey data are also vital for compiling national accounts and updating the Consumer Price Index (CPI).</p><p><strong>Data Quality Notes:</strong> The response rate exceeded 99% by the end of the survey, with 15,054 out of the 15,066 targeted households successfully interviewed.</p><p>For more information on the EICV7 Cross-Sectional Survey including further details on methodology, please see the collection-level description.</p>",
+    "displayName": "EICV: Direct support",
+    "downloadCount": 2,
+    "downloadFormats": [
+      {
+        "format": "csv",
+        "label": "CSV"
+      },
+      {
+        "format": "json",
+        "label": "JSON"
+      },
+      {
+        "format": "xlsx",
+        "label": "Excel"
+      }
+    ],
+    "id": "56cd1a93-303b-4792-9401-913269275a6d",
+    "isPublished": true,
+    "organization": {
+      "id": "8998f38d-c75b-4861-9a0c-5ed451f7c88b",
+      "infoEmail": null,
+      "name": "NISR"
+    },
+    "organizationDataSourceId": "4782664b-0c74-4bcd-bffd-6c5dd1d8db5d",
+    "periodBegin": "2023-10-16",
+    "periodEnd": "2024-10-15",
+    "queryDefinition": null,
+    "schemaDescription": "<p><strong>Summary: </strong>These tables relate to the seventh Integrated Household Living Conditions Survey, known as EICV7 (Enquête Intégrale sur les Conditions de Vie des ménages). The Integrated Household Living Conditions Survey or Enquête Intégrale sur les Conditions de Vie des ménages (EICV, or the English acronym IHLCS) provides information on changes in the well-being of the population such as poverty, inequality, employment, living conditions, education, health and housing conditions, household consumption, among others. A main cross-sectional sample survey, a panel survey and a VUP (Vision Umurenge Programme) sample survey were conducted simultaneously; these tables belong to to the cross-sectional sample survey.</p><p><strong>Geographic Coverage: </strong>National coverage (Rwanda), including rural and urban households and allowing province- and district-level estimation of key indicators.</p><p><strong>Time Period: </strong>The EICV7 data collection covered a 12 month period (October 2023 to October 2024). In order to represent the seasonality in the income and consumption data, the fieldwork was divided into nine nationally representative cycles.</p><p><strong>Frequency:</strong> The EICV is conducted every three years; prior to EICV4, the survey was conducted every five years, with the first survey (EICV1) conducted in 2000/01.</p><p><strong>Population/Units: </strong>Household members</p><p><strong>Purpose: </strong>This survey serves as a key source of socio-economic data on the living conditions of Rwandan households. It plays a critical role in the ongoing monitoring and evaluation of national and international development frameworks, including the Second National Strategy for Transformation (NST2), the 2030 Sustainable Development Goals (SDGs), and Vision 2050, among others. The survey data are also vital for compiling national accounts and updating the Consumer Price Index (CPI).</p><p><strong>Data Quality Notes:</strong> The response rate exceeded 99% by the end of the survey, with 15,054 out of the 15,066 targeted households successfully interviewed.</p><p>More details can be found in the EICV7 Methodological notes report.</p><p></p>",
+    "schemaName": "EICV7_Cross-Sectional Sample",
+    "sectors": [
+      {
+        "id": "46a2106c-9d73-44e5-b2f0-700bb3f6dc1e",
+        "name": "National Statistics"
+      },
+      {
+        "id": "4796d9f6-ab8e-4d6a-8bf0-2d46b0b37fb9",
+        "name": "Social Protection"
+      }
+    ],
+    "tableName": "eicv7_s9d1_direct_support",
+    "tags": null,
+    "updatedAt": "2026-07-16T01:57:23.401Z"
+  },
+  "source": {
+    "country_iso3": "RWA",
+    "country_name": "Rwanda",
+    "dataset_type": "TABLE",
+    "group_names": "National Statistics Social Protection",
+    "license_id": "cc-by-4.0",
+    "organization_title": "NISR",
+    "package_id": "56cd1a93-303b-4792-9401-913269275a6d",
+    "package_page_url": "https://api.data.gov.rw/api/v1/datasets/public/56cd1a93-303b-4792-9401-913269275a6d",
+    "package_title": "EICV: Direct support",
+    "period_begin": "2023-10-16",
+    "period_end": "2024-10-15",
+    "portal_url": "https://data.gov.rw/",
+    "resource_format": "CSV",
+    "resource_id": "56cd1a93-303b-4792-9401-913269275a6d",
+    "resource_name": "eicv7_s9d1_direct_support",
+    "resource_url": "https://api.data.gov.rw/api/v1/datasets/public/56cd1a93-303b-4792-9401-913269275a6d/download?format=csv",
+    "schema_name": "EICV7_Cross-Sectional Sample",
+    "table_name": "eicv7_s9d1_direct_support",
+    "tag_names": "Microdata EICV7_Cross-Sectional Sample eicv7_s9d1_direct_support"
+  },
+  "source_package_files": [
+    "dataset/eicv7_s9d1_direct_support.csv",
+    "metadata.csv"
+  ],
+  "year_max": null,
+  "year_min": null
+}