| # | date | indicator | value | sex | area |
|---|---|---|---|---|---|
| loading... | |||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| date | date | First day of reference quarter | - |
| indicator | string | LFS indicator name (e.g. unemployment_rate, labour_force_participation_rate) | - |
| value | float64 | Indicator value (rate as decimal 0 to 1, or count in thousands) | varies |
| sex | string | Disaggregation by sex (total, male, female) | - |
| area | string | Urban/rural/national breakdown | - |
import imibare as imi
df = imi.load("rw.nisr.lfs.quarterly")
print(df.head())import duckdb
duckdb.sql("""
ATTACH 'https://catalog.cloudflarestorage.com/imibare-data'
AS imi (TYPE ICEBERG, READ_ONLY)
""")
duckdb.sql("SELECT * FROM imi.rw_nisr_lfs_quarterly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.nisr.lfs.quarterly/download" \
-o "rw.nisr.lfs.quarterly.parquet"# List all datasets
curl "https://api.imibare.org/v1/datasets"
# Get metadata for this dataset
curl "https://api.imibare.org/v1/datasets/rw.nisr.lfs.quarterly"Every version is a change in the data, and every one is retained; snapshots are never overwritten. Each entry is a dated Parquet snapshot in the dataset's versions/ archive.
- 2026-08-02 Aug 2, 2026 LATEST1,934 rows · 22.2 KB · +65 rows
- 2026-05-16 May 16, 20261,869 rows · 21.6 KB · initial version
imibare contributors. (2026). Labour Force Survey [Data set]. imibare. v2026-08-02. https://imibare.org/datasets/rw.nisr.lfs.quarterly
@dataset{imibare_rw_nisr_lfs_quarterly, author = {imibare contributors}, title = {Labour Force Survey}, year = {2026}, publisher = {imibare}, version = {v2026-08-02}, url = {https://imibare.org/datasets/rw.nisr.lfs.quarterly} }
imibare contributors. Labour Force Survey. v2026-08-02. imibare, 2026. https://imibare.org/datasets/rw.nisr.lfs.quarterly.
imibare contributors. Labour Force Survey. v2026-08-02, imibare, 2026, https://imibare.org/datasets/rw.nisr.lfs.quarterly.