source_record_id string | country_iso3 string | country_name string | id int64 | expenditure_description string | col_2024 int64 | col_1999 int64 | col_2000 int64 | col_2001 int64 | col_2002 int64 | col_2003 int64 | col_2004 int64 | col_2005 int64 | col_2006 int64 | col_2007 int64 | col_2008 int64 | col_2009 int64 | col_2010 int64 | col_2011 int64 | col_2012 int64 | col_2013 int64 | col_2014 int64 | col_2015 int64 | col_2016 int64 | col_2017 int64 | col_2018 int64 | col_2019 int64 | col_2020 int64 | col_2021 int64 | col_2022 int64 | col_2023 int64 | col_2024_1 int64 | col_2025 int64 | source_provider string | source_dataset string | source_resource string | source_package_id string | source_resource_id string | source_url string | license_id string | retrieved_at string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
c8e60138-6d53-4c5b-bfb2-8e592049168f:0 | RWA | Rwanda | 1 | Gross Domestic Product | 19,918 | 720 | 806 | 871 | 935 | 1,150 | 1,372 | 1,637 | 1,806 | 2,198 | 2,800 | 3,184 | 3,529 | 4,084 | 4,642 | 4,988 | 5,548 | 6,081 | 6,768 | 7,621 | 8,310 | 9,461 | 9,892 | 11,125 | 14,164 | 17,177 | 19,918 | 23,387 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:1 | RWA | Rwanda | 2 | Total final consumption expenditure | 15,959 | 617 | 702 | 724 | 792 | 951 | 1,045 | 1,230 | 1,737 | 2,016 | 2,621 | 3,023 | 3,361 | 3,817 | 4,323 | 4,548 | 5,150 | 5,743 | 6,271 | 6,756 | 7,213 | 7,868 | 8,787 | 9,474 | 11,275 | 13,935 | 15,959 | 18,578 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:2 | RWA | Rwanda | 3 | Total final consumption expenditure: Government | 3,333 | 120 | 132 | 145 | 163 | 199 | 231 | 273 | 294 | 315 | 348 | 411 | 468 | 497 | 609 | 650 | 803 | 852 | 1,031 | 1,156 | 1,157 | 1,392 | 1,486 | 1,963 | 2,446 | 2,834 | 3,333 | 3,521 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:3 | RWA | Rwanda | 4 | Total final consumption expenditure: Households and NGOs | 12,626 | 497 | 570 | 580 | 629 | 751 | 814 | 957 | 1,443 | 1,701 | 2,273 | 2,612 | 2,893 | 3,320 | 3,714 | 3,898 | 4,347 | 4,891 | 5,240 | 5,600 | 6,056 | 6,476 | 7,301 | 7,511 | 8,829 | 11,102 | 12,626 | 15,057 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:4 | RWA | Rwanda | 5 | Gross capital formation | 6,916 | 252 | 272 | 309 | 322 | 407 | 565 | 696 | 275 | 373 | 605 | 678 | 734 | 863 | 1,096 | 1,234 | 1,306 | 1,491 | 1,773 | 1,836 | 1,488 | 2,049 | 1,799 | 4,013 | 5,348 | 6,590 | 6,916 | 7,981 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:5 | RWA | Rwanda | 6 | Gross fixed capital formation | 6,561 | 252 | 272 | 309 | 322 | 407 | 565 | 696 | 269 | 362 | 584 | 653 | 710 | 847 | 1,065 | 1,197 | 1,272 | 1,475 | 1,858 | 1,749 | 1,551 | 2,036 | 1,979 | 3,583 | 4,476 | 5,843 | 6,561 | 7,529 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:6 | RWA | Rwanda | 7 | Gross fixed capital formation: Construction | 4,443 | 242 | 258 | 294 | 306 | 385 | 540 | 663 | 212 | 265 | 391 | 436 | 486 | 629 | 768 | 885 | 945 | 1,108 | 1,201 | 1,143 | 992 | 1,323 | 1,262 | 2,344 | 3,150 | 3,949 | 4,443 | 5,042 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:7 | RWA | Rwanda | 8 | Gross fixed capital formation: Other | 2,117 | 10 | 14 | 15 | 16 | 22 | 25 | 33 | 57 | 97 | 193 | 217 | 224 | 218 | 297 | 312 | 327 | 367 | 657 | 606 | 559 | 714 | 717 | 1,239 | 1,326 | 1,895 | 2,117 | 2,487 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:8 | RWA | Rwanda | 9 | Gross capital formation: Change in inventories | 355 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 11 | 21 | 25 | 24 | 16 | 31 | 37 | 34 | 16 | -85 | 87 | -63 | 13 | -180 | 429 | 872 | 746 | 355 | 452 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:9 | RWA | Rwanda | 10 | Resource balance | -2,957 | -149 | -168 | -162 | -179 | -208 | -238 | -289 | -206 | -191 | -426 | -517 | -566 | -596 | -777 | -794 | -908 | -1,153 | -1,276 | -971 | -392 | -457 | -694 | -2,362 | -2,459 | -3,348 | -2,957 | -3,172 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:10 | RWA | Rwanda | 11 | Exports of goods & services | 5,661 | 38 | 42 | 63 | 57 | 85 | 135 | 167 | 201 | 305 | 319 | 334 | 383 | 522 | 565 | 682 | 780 | 814 | 1,057 | 1,580 | 1,798 | 2,084 | 1,847 | 2,146 | 3,088 | 4,071 | 5,661 | 5,041 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:11 | RWA | Rwanda | 12 | Exports of goods (fob) | 4,238 | 20 | 26 | 41 | 32 | 33 | 54 | 66 | 85 | 105 | 158 | 122 | 168 | 298 | 338 | 419 | 429 | 402 | 391 | 853 | 910 | 1,055 | 1,297 | 1,575 | 2,178 | 2,866 | 4,238 | 3,431 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:12 | RWA | Rwanda | 13 | Exports of services | 1,423 | 18 | 16 | 22 | 25 | 52 | 82 | 100 | 116 | 200 | 161 | 212 | 215 | 224 | 227 | 263 | 351 | 412 | 666 | 727 | 887 | 1,029 | 550 | 571 | 910 | 1,205 | 1,423 | 1,610 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:13 | RWA | Rwanda | 14 | Imports of goods & services | 8,618 | 187 | 210 | 225 | 236 | 293 | 373 | 456 | 407 | 496 | 745 | 851 | 949 | 1,118 | 1,342 | 1,476 | 1,688 | 1,967 | 2,333 | 2,551 | 2,189 | 2,541 | 2,541 | 4,507 | 5,547 | 7,419 | 8,618 | 8,213 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:14 | RWA | Rwanda | 15 | Imports of goods (fob) | 7,315 | 108 | 115 | 130 | 128 | 159 | 206 | 262 | 231 | 304 | 468 | 561 | 660 | 790 | 994 | 1,046 | 1,174 | 1,221 | 1,475 | 1,672 | 1,416 | 1,751 | 2,104 | 3,813 | 4,641 | 6,334 | 7,315 | 6,725 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
c8e60138-6d53-4c5b-bfb2-8e592049168f:15 | RWA | Rwanda | 16 | Imports of services | 1,303 | 79 | 95 | 95 | 108 | 134 | 167 | 194 | 176 | 192 | 277 | 290 | 289 | 328 | 348 | 430 | 514 | 746 | 858 | 879 | 774 | 790 | 436 | 694 | 906 | 1,085 | 1,303 | 1,488 | NISR | Expenditure on GDP (in billion RWF) - In current prices (2025) | table_4 | c8e60138-6d53-4c5b-bfb2-8e592049168f | c8e60138-6d53-4c5b-bfb2-8e592049168f | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv | cc-by-4.0 | 2026-07-18T11:48:51Z |
Expenditure on GDP (in billion RWF) - In current prices (2025) | Africa (Rwanda Data Sharing Platform - NISR)
16 rows - 1 Africa country - 2025-01-01-2025-12-31 - Repackaged by Electric Sheep Africa
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: Expenditure on GDP (in billion RWF) - In current prices (2025)
- Publisher: NISR
- Portal: Rwanda Data Sharing Platform
- Dataset ID:
c8e60138-6d53-4c5b-bfb2-8e592049168f - Schema:
GDP_National_Accounts_2025_Annual - Table:
table_4 - Sectors: National Statistics, Economy and Finance
- Source tags: Aggregated data
- Period: 2025-01-01-2025-12-31
- Resource: CSV package
- License: CC BY 4.0
- Packaging mode:
tabular_resource
Source description
Summary: This aggregated data table contains data on expenditure on GDP (in billion RWF) in current prices. It is a part of the Gross Domestic Product (GDP) National Accounts 2025 Annual Report, which contains information on macro-economic aggregates including GDP by activity and expenditure breakdowns. Geographic Coverage: National (Rwanda) Time Period: January to December 2025 Frequency: Annual Population/Units: The unit of analysis is the national economy. Figures are given in billion RWF and in percentages. Key Variables: Expenditure description Purpose: This data supports macro-economic decision-making and a big-picture understanding of the national economy. Data Quality Notes: This report uses aggregates from multiple data sources. Data quality information is specific to each source.
Geographic coverage
1 Africa country:
| Country | Rows | First year | Last year | Name |
|---|---|---|---|---|
RWA |
16 | 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. | c8e60138-6d53-4c5b-bfb2-8e592049168f:0 |
country_iso3 |
string |
ISO3 country code. | RWA |
country_name |
string |
Country name. | Rwanda |
id |
int64 |
Row ID | 1 |
expenditure_description |
string |
Expenditure description | Gross Domestic Product |
col_2024 |
int64 |
2024 | 19918 |
col_1999 |
int64 |
1999 | 720 |
col_2000 |
int64 |
2000 | 806 |
col_2001 |
int64 |
2001 | 871 |
col_2002 |
int64 |
2002 | 935 |
col_2003 |
int64 |
2003 | 1150 |
col_2004 |
int64 |
2004 | 1372 |
col_2005 |
int64 |
2005 | 1637 |
col_2006 |
int64 |
2006 | 1806 |
col_2007 |
int64 |
2007 | 2198 |
col_2008 |
int64 |
2008 | 2800 |
col_2009 |
int64 |
2009 | 3184 |
col_2010 |
int64 |
2010 | 3529 |
col_2011 |
int64 |
2011 | 4084 |
col_2012 |
int64 |
2012 | 4642 |
col_2013 |
int64 |
2013 | 4988 |
col_2014 |
int64 |
2014 | 5548 |
col_2015 |
int64 |
2015 | 6081 |
col_2016 |
int64 |
2016 | 6768 |
col_2017 |
int64 |
2017 | 7621 |
col_2018 |
int64 |
2018 | 8310 |
col_2019 |
int64 |
2019 | 9461 |
col_2020 |
int64 |
2020 | 9892 |
col_2021 |
int64 |
2021 | 11125 |
col_2022 |
int64 |
2022 | 14164 |
col_2023 |
int64 |
2023 | 17177 |
col_2024_1 |
int64 |
2024 | 19918 |
col_2025 |
int64 |
2025 | 23387 |
source_provider |
string |
Publishing organization. | NISR |
source_dataset |
string |
Source dataset title. | Expenditure on GDP (in billion RWF) - In current prices (2025) |
source_resource |
string |
Source table name. | table_4 |
source_package_id |
string |
Rwanda Data Sharing Platform dataset UUID. | c8e60138-6d53-4c5b-bfb2-8e592049168f |
source_resource_id |
string |
Rwanda Data Sharing Platform dataset UUID. | c8e60138-6d53-4c5b-bfb2-8e592049168f |
source_url |
string |
Original source download URL. | https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-... |
license_id |
string |
Source license identifier. | cc-by-4.0 |
retrieved_at |
string |
UTC retrieval timestamp. | 2026-07-18T11:48:51Z |
Usage
from datasets import load_dataset
ds = load_dataset("electricsheepafrica/africa-rwanda-expenditure-on-gdp-in-billion-rwf-in-current-prices-2025-8f449511")
df = ds["train"].to_pandas()
print(df.head())
Filter to Rwanda
rwanda = df[df["country_iso3"] == "RWA"]
Work with indicators
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
@misc{electric_sheep_africa_africa_rwanda_expenditure_on_gdp_in_billion_rwf_in_current_prices_2025_8f449511_2026,
title = {Expenditure on GDP (in billion RWF) - In current prices (2025) | Africa (Rwanda Data Sharing Platform - NISR)},
author = {NISR},
year = {2026},
url = {https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f},
publisher = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-rwanda-expenditure-on-gdp-in-billion-rwf-in-current-prices-2025-8f449511}}
}
License
Released under CC 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
Provenance: ingested 2026-07-18 via the Electric Sheep pipeline. Source URL: https://api.data.gov.rw/api/v1/datasets/public/c8e60138-6d53-4c5b-bfb2-8e592049168f/download?format=csv
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