electricsheepafrica/africa-mauritius-fresh-water-abstractions-by-sector-aad69da5

Fresh Water Abstractions by Sector | Africa (MDPA)

2,051 rows - 1 Africa country/area - detected - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 2,051 rows from MDPA, covering Fresh Water Abstractions by Sector. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Agriculture datasets help analysts examine production, prices, inputs, land use, food systems, and rural economic activity.

Source-provided context: Dataset shows the Fresh water abstractions by sector for agricultural, domestic and industrial purposes.

How To Read This Dataset

• One row means: one source record from the original tabular resource, with Electric Sheep Africa provenance columns added where available.
• Primary geography column: country_iso3.
• Best time column: year.
• Time coverage basis: year.
• Recommended join keys: country_iso3 where available plus source-specific keys.

Coverage

Dimension	Value
Rows	2,051
Countries/areas	1
First period	detected
Last period	detected
Indicators	0
Columns	421
Source format	XLSX

Geographic Coverage

Top areas shown below, sorted by row count when available:

Area	Rows	First year	Last year	Name
MU	2,051	detected	detected	Mauritius

Indicators, Variables, Or Resource Contents

• This repo preserves one source tabular resource with its usable columns kept together.

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier assigned during Electric Sheep Africa engineering.	cc057c7b-8eb9-4ba3-8475-b77c440a72d6:introduction:0
country_iso3	dictionary<values=string, indices=int8, ordered=0>	ISO3 country or area code.	MU
country_name	dictionary<values=string, indices=int8, ordered=0>	Country or area name.	Mauritius
source_sheet	string	Source column from the original resource.	Introduction
introduction	string	Source column from the original resource.	This annual report of the Digest of Energy and Water Statistics - Yea...
source_period_start_year	int64	Start year inferred from source metadata.	``
source_period_end_year	int64	End year inferred from source metadata.	``
source_period_label	string	Source column from the original resource.	``
source_provider	dictionary<values=string, indices=int8, ordered=0>	Publishing organization.	MDPA
source_dataset	dictionary<values=string, indices=int8, ordered=0>	Source dataset or package title.	Fresh water abstractions by sector
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	Digest_Energy_Yr22_111023_1.xlsx
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	a4bf9737-2faf-4380-bb21-1b21f7161022
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	cc057c7b-8eb9-4ba3-8475-b77c440a72d6
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://data.govmu.org/dataset/a4bf9737-2faf-4380-bb21-1b21f7161022/r...
license_id	dictionary<values=string, indices=int8, ordered=0>	Source license identifier.	CC-BY-SA-4.0
retrieved_at	dictionary<values=string, indices=int8, ordered=0>	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-08-08T16:26:20Z
contact_persons	string	Source column from the original resource.	``
table_of_contents	string	Source column from the original resource.	``
energy_source	string	Source column from the original resource.	``
tonne	string	Source column from the original resource.	``
toe	string	Source column from the original resource.	``
napp	string	Source column from the original resource.	``
not_applicable	string	Source column from the original resource.	``
bagasse	string	Source column from the original resource.	``
a_cellulosic_residue_left_after_sugar_is_extracted_from	string	Source column from the original resource.	``
indicators	string	Source column from the original resource.	``
unit	string	Measurement unit, when supplied by the source.	``
2010	double	Source column from the original resource.	``
2011	double	Source column from the original resource.	``
2012	double	Source column from the original resource.	``
2013	double	Source column from the original resource.	``
2014	double	Source column from the original resource.	``
2015	double	Source column from the original resource.	``
2016	double	Source column from the original resource.	``
2017	double	Source column from the original resource.	``
2018	double	Source column from the original resource.	``
2019	double	Source column from the original resource.	``
2020	double	Source column from the original resource.	``
2021	double	Source column from the original resource.	``
2022	double	Source column from the original resource.	``
total_primary_energy_requirement	string	Source column from the original resource.	``
d_359309_8	double	Source column from the original resource.	``
d_206471_38	double	Source column from the original resource.	``
d_214329_72	double	Source column from the original resource.	``
d_125556_11	double	Source column from the original resource.	``
d_806_6	double	Source column from the original resource.	``
d_332645_54	double	Source column from the original resource.	``
d_96374_9	double	Source column from the original resource.	``
d_976184_25	double	Source column from the original resource.	``
d_4240_33	double	Source column from the original resource.	``
d_218_44	double	Source column from the original resource.	``
d_11031_46	double	Source column from the original resource.	``
d_1330_89	double	Source column from the original resource.	``
d_1480_15	double	Source column from the original resource.	``
d_13284_34	double	Source column from the original resource.	``
d_117895_86	double	Source column from the original resource.	``
d_149481_51	double	Source column from the original resource.	``
d_0	double	Source column from the original resource.	``
d_1484975_53	double	Source column from the original resource.	``
d_15043_58	double	Source column from the original resource.	``
d_8644_54	double	Source column from the original resource.	``
d_8973_56	double	Source column from the original resource.	``
d_5256_78	double	Source column from the original resource.	``
d_33_77	double	Source column from the original resource.	``
d_13927_2	double	Source column from the original resource.	``
d_4035_02	double	Source column from the original resource.	``
d_40870_88	double	Source column from the original resource.	``
d_177_53	double	Source column from the original resource.	``
d_9_15	double	Source column from the original resource.	``
d_461_87	double	Source column from the original resource.	``
d_55_72	double	Source column from the original resource.	``
d_61_97	double	Source column from the original resource.	``
d_556_19	double	Source column from the original resource.	``
d_4936_06	double	Source column from the original resource.	``
d_6258_49	double	Source column from the original resource.	``
d_62172_96	double	Source column from the original resource.	``
d_456697_72	double	Source column from the original resource.	``
d_180483_98	double	Source column from the original resource.	``
d_191921_35	double	Source column from the original resource.	``
d_32533_67	double	Source column from the original resource.	``
d_653_24	double	Source column from the original resource.	``
d_247914_37	double	Source column from the original resource.	``
d_88268_01	double	Source column from the original resource.	``
d_741774_63	double	Source column from the original resource.	``
d_4196_93	double	Source column from the original resource.	``
d_142_76	double	Source column from the original resource.	``
d_9189_72	double	Source column from the original resource.	``
d_1322_79	double	Source column from the original resource.	``
d_1637_97	double	Source column from the original resource.	``
d_13009_97	double	Source column from the original resource.	``
d_139151_48	double	Source column from the original resource.	``
d_168651_62	double	Source column from the original resource.	``
d_1367123_96	double	Source column from the original resource.	``
d_19121_02	double	Source column from the original resource.	``
d_7556_5	double	Source column from the original resource.	``
d_8035_36	double	Source column from the original resource.	``
d_1362_12	double	Source column from the original resource.	``
d_27_35	double	Source column from the original resource.	``
d_10379_68	double	Source column from the original resource.	``
d_3695_61	double	Source column from the original resource.	``
d_31056_62	double	Source column from the original resource.	``
d_175_72	double	Source column from the original resource.	``
d_5_98	double	Source column from the original resource.	``
d_384_76	double	Source column from the original resource.	``
d_55_38	double	Source column from the original resource.	``
d_68_58	double	Source column from the original resource.	``
d_544_7	double	Source column from the original resource.	``
d_5825_99	double	Source column from the original resource.	``
d_7061_11	double	Source column from the original resource.	``
d_57238_75	double	Source column from the original resource.	``
column_1	string	Source column from the original resource.	``
hydro	string	Source column from the original resource.	``
column_3	string	Source column from the original resource.	``
column_4	string	Source column from the original resource.	``
gwh	string	Source column from the original resource.	``
d_100_72934	double	Source column from the original resource.	``
d_56_484045	double	Source column from the original resource.	``
d_74_072968	double	Source column from the original resource.	``
d_94_835796	double	Source column from the original resource.	``
d_90_839302	double	Source column from the original resource.	``
d_121_883872	double	Source column from the original resource.	``
d_99_50112	double	Source column from the original resource.	``
d_89_806895	double	Source column from the original resource.	``
d_124_539914	double	Source column from the original resource.	``
d_98_638618	double	Source column from the original resource.	``
d_115_84281	double	Source column from the original resource.	``
d_106_857257	double	Source column from the original resource.	``
d_128_295896	double	Source column from the original resource.	``
column_2	string	Source column from the original resource.	``
country	string	Source column from the original resource.	``
energy_sources	string	Source column from the original resource.	``
d_726_4	double	Source column from the original resource.	``
d_11_1	double	Source column from the original resource.	``
d_659_2	double	Source column from the original resource.	``
d_10_1	double	Source column from the original resource.	``
d_412_5	double	Source column from the original resource.	``
d_6_4	double	Source column from the original resource.	``
d_2_82519	double	Source column from the original resource.	``
d_3_141086	double	Source column from the original resource.	``
d_2676_141333	double	Source column from the original resource.	``
d_2738_591654	double	Source column from the original resource.	``
d_2466_291654	double	Source column from the original resource.	``
d_2228_234856	double	Source column from the original resource.	``
d_2500_534856	double	Source column from the original resource.	``
island_of_mauritius	string	Source column from the original resource.	``
d_60_50000000000001	double	Source column from the original resource.	``
d_56_400000000000006	double	Source column from the original resource.	``
source_of_energy	string	Source column from the original resource.	``
d_1309_359335	double	Source column from the original resource.	``
d_1336_7161370000001	double	Source column from the original resource.	``
d_1383_424104	double	Source column from the original resource.	``
d_1434_895482	double	Source column from the original resource.	``
d_1503_883785	double	Source column from the original resource.	``
d_1471_999577	double	Source column from the original resource.	``
d_1563_112117	double	Source column from the original resource.	``
d_1576_625052	double	Source column from the original resource.	``
d_1513_422272	double	Source column from the original resource.	``
d_1527_58933	double	Source column from the original resource.	``
d_1471_757124	double	Source column from the original resource.	``
d_1548_836335	double	Source column from the original resource.	``
d_1241_640149	double	Source column from the original resource.	``
power_station	string	Source column from the original resource.	``
fuel	string	Source column from the original resource.	``
year	string	Observation year.	``
d_1	double	Source column from the original resource.	``
manufacturing	string	Source column from the original resource.	``
d_231156	double	Source column from the original resource.	``
d_222412	double	Source column from the original resource.	``
d_215485	double	Source column from the original resource.	``
d_212269	double	Source column from the original resource.	``
d_210741	double	Source column from the original resource.	``
d_216222	double	Source column from the original resource.	``
d_206862	double	Source column from the original resource.	``
d_205833	double	Source column from the original resource.	``
d_203502_451284667	double	Source column from the original resource.	``
d_203254	double	Source column from the original resource.	``
d_180916	double	Source column from the original resource.	``
d_181353	double	Source column from the original resource.	``
d_184192	double	Source column from the original resource.	``
sectors	string	Source column from the original resource.	``
d_203502	double	Source column from the original resource.	``
d_27_1	double	Source column from the original resource.	``
d_25_8	double	Source column from the original resource.	``
d_25_2	double	Source column from the original resource.	``
d_24_4	double	Source column from the original resource.	``
d_23_6	double	Source column from the original resource.	``
d_23_7	double	Source column from the original resource.	``
d_21_8	double	Source column from the original resource.	``
d_21	double	Source column from the original resource.	``
d_20_6	double	Source column from the original resource.	``
d_20	double	Source column from the original resource.	``
d_22_2	double	Source column from the original resource.	``
d_22_5	double	Source column from the original resource.	``
d_19_2	double	Source column from the original resource.	``
tariff_group	string	Source column from the original resource.	``
indicator_1	string	Source column from the original resource.	``
domestic_industrial_tourism_1	string	Source column from the original resource.	``
d_42	string	Source column from the original resource.	``
d_88	string	Source column from the original resource.	``
d_130	string	Source column from the original resource.	``
column	string	Source column from the original resource.	``
d_260	string	Source column from the original resource.	``
d_51	string	Source column from the original resource.	``
d_92	double	Source column from the original resource.	``
d_138	string	Source column from the original resource.	``
d_281	string	Source column from the original resource.	``
d_52	string	Source column from the original resource.	``
d_94	string	Source column from the original resource.	``
d_141	string	Source column from the original resource.	``
d_287	string	Source column from the original resource.	``
source	string	Source column from the original resource.	``
jan	string	Source column from the original resource.	``
d_190_8	double	Source column from the original resource.	``
d_266	double	Source column from the original resource.	``
d_139_4	double	Source column from the original resource.	``
d_104	double	Source column from the original resource.	``
d_54_5	double	Source column from the original resource.	``
d_66	double	Source column from the original resource.	``
d_34_6	double	Source column from the original resource.	``
d_676	double	Source column from the original resource.	``
d_354_3	double	Source column from the original resource.	``
d_190	double	Source column from the original resource.	``
d_99_6	double	Source column from the original resource.	``
d_338	double	Source column from the original resource.	``
d_177_2	double	Source column from the original resource.	``
d_142_6	double	Source column from the original resource.	``
d_74_8	double	Source column from the original resource.	``
d_153	double	Source column from the original resource.	``
d_80	double	Source column from the original resource.	``
d_150_4	double	Source column from the original resource.	``
d_312	double	Source column from the original resource.	``
d_207_5	double	Source column from the original resource.	``
d_70	double	Source column from the original resource.	``
d_46_6	double	Source column from the original resource.	``
d_59	double	Source column from the original resource.	``
d_39_2	double	Source column from the original resource.	``
d_450	double	Source column from the original resource.	``
d_299_3	double	Source column from the original resource.	``
d_121_8	double	Source column from the original resource.	``
d_81	double	Source column from the original resource.	``
d_96_9	double	Source column from the original resource.	``
d_64_4	string	Source column from the original resource.	``
d_89_3	double	Source column from the original resource.	``
d_59_4	double	Source column from the original resource.	``
d_115_7	double	Source column from the original resource.	``
d_76_9	double	Source column from the original resource.	``
d_49_1	double	Source column from the original resource.	``
d_76_5	double	Source column from the original resource.	``
d_65_7	double	Source column from the original resource.	``
d_57_9	double	Source column from the original resource.	``
d_56_2	double	Source column from the original resource.	``
d_61_1	double	Source column from the original resource.	``
d_48_6	double	Source column from the original resource.	``
d_45_7	double	Source column from the original resource.	``
d_53_2	double	Source column from the original resource.	``
d_78_7	double	Source column from the original resource.	``
d_48_4	double	Source column from the original resource.	``
d_95_1	double	Source column from the original resource.	``
d_58_3	double	Source column from the original resource.	``
d_54_4	double	Source column from the original resource.	``
d_61_7	double	Source column from the original resource.	``
d_88_1	double	Source column from the original resource.	``
d_83	double	Source column from the original resource.	``
d_90_3	double	Source column from the original resource.	``
d_66_7	double	Source column from the original resource.	``
d_61_9	double	Source column from the original resource.	``
d_69	double	Source column from the original resource.	``
d_70_6	double	Source column from the original resource.	``
d_63_6	double	Source column from the original resource.	``
d_76	double	Source column from the original resource.	``
d_3_5	double	Source column from the original resource.	``
d_0_7	double	Source column from the original resource.	``
d_4_2	double	Source column from the original resource.	``
d_2_7	double	Source column from the original resource.	``
d_2_7_2	double	Source column from the original resource.	``
d_1_5	double	Source column from the original resource.	``
d_2_5	double	Source column from the original resource.	``
d_2_3	double	Source column from the original resource.	``
d_1_8	double	Source column from the original resource.	``
d_4_1	double	Source column from the original resource.	``
d_0_9	double	Source column from the original resource.	``
d_2_2	double	Source column from the original resource.	``
d_3_1	double	Source column from the original resource.	``
d_1_1	double	Source column from the original resource.	``
d_1_9	double	Source column from the original resource.	``
d_3	double	Source column from the original resource.	``
d_8_8	double	Source column from the original resource.	``
d_10_8	double	Source column from the original resource.	``
d_19_6	double	Source column from the original resource.	``
d_44_8	double	Source column from the original resource.	``
d_55_2	double	Source column from the original resource.	``
port_louis	string	Source column from the original resource.	``
d_32506	double	Source column from the original resource.	``
d_209	double	Source column from the original resource.	``
d_8	double	Source column from the original resource.	``
d_32723	double	Source column from the original resource.	``
d_30783	double	Source column from the original resource.	``
d_163	double	Source column from the original resource.	``
d_30946	double	Source column from the original resource.	``
d_30880	double	Source column from the original resource.	``
d_30946_2	double	Source column from the original resource.	``
d_16	double	Source column from the original resource.	``
d_30930	double	Source column from the original resource.	``
d_30946_3	double	Source column from the original resource.	``
pamplemousses	string	Source column from the original resource.	``
d_35505	double	Source column from the original resource.	``
d_536	double	Source column from the original resource.	``
d_25	double	Source column from the original resource.	``
d_50	double	Source column from the original resource.	``
d_14	double	Source column from the original resource.	``
d_36150	double	Source column from the original resource.	``
d_16959	double	Source column from the original resource.	``
d_2378	double	Source column from the original resource.	``
d_6715	double	Source column from the original resource.	``
d_404	double	Source column from the original resource.	``
d_6230	double	Source column from the original resource.	``
d_37	double	Source column from the original resource.	``
d_30127	double	Source column from the original resource.	``
d_2397	double	Source column from the original resource.	``
d_5	double	Source column from the original resource.	``
d_11	double	Source column from the original resource.	``
d_112	double	Source column from the original resource.	``
d_12	double	Source column from the original resource.	``
d_14639	double	Source column from the original resource.	``
d_18045	double	Source column from the original resource.	``
d_39	double	Source column from the original resource.	``
d_6406	double	Source column from the original resource.	``
d_9264	double	Source column from the original resource.	``
d_10457	double	Source column from the original resource.	``
d_165	double	Source column from the original resource.	``
d_240	double	Source column from the original resource.	``
d_114	double	Source column from the original resource.	``
water_supply	string	Source column from the original resource.	``
d_185_03	double	Source column from the original resource.	``
d_201_33	double	Source column from the original resource.	``
d_65_05	double	Source column from the original resource.	``
d_35_52	double	Source column from the original resource.	``
d_94_04	double	Source column from the original resource.	``
d_91_11	double	Source column from the original resource.	``
d_118_64	double	Source column from the original resource.	``
d_113_52	double	Source column from the original resource.	``
d_132_52	double	Source column from the original resource.	``
d_122_42	double	Source column from the original resource.	``
d_151_86	double	Source column from the original resource.	``
d_161_52	double	Source column from the original resource.	``
d_166_3	double	Source column from the original resource.	``
d_174_88	double	Source column from the original resource.	``
d_199_01	double	Source column from the original resource.	``
d_196_85	double	Source column from the original resource.	``
d_228_38	double	Source column from the original resource.	``
d_235_01	double	Source column from the original resource.	``
d_53_07	double	Source column from the original resource.	``
d_83_29	double	Source column from the original resource.	``
d_83_93	double	Source column from the original resource.	``
d_79_29	double	Source column from the original resource.	``
d_116_16	double	Source column from the original resource.	``
d_116_15	double	Source column from the original resource.	``
d_145_91	double	Source column from the original resource.	``
d_155_09	double	Source column from the original resource.	``
d_166_73	double	Source column from the original resource.	``
d_173_28	double	Source column from the original resource.	``
d_200_27	double	Source column from the original resource.	``
d_197_39	double	Source column from the original resource.	``
d_213_32	double	Source column from the original resource.	``
d_221_42	double	Source column from the original resource.	``
d_249_26	double	Source column from the original resource.	``
d_255_59	double	Source column from the original resource.	``
transport	string	Source column from the original resource.	``
d_255	double	Source column from the original resource.	``
d_4	double	Source column from the original resource.	``
d_608	double	Source column from the original resource.	``
d_6_2	double	Source column from the original resource.	``
d_473	double	Source column from the original resource.	``
d_6_7	string	Source column from the original resource.	``
d_1315	double	Source column from the original resource.	``
d_8_3	double	Source column from the original resource.	``
d_1465	double	Source column from the original resource.	``
d_9_4	double	Source column from the original resource.	``
d_2345	double	Source column from the original resource.	``
d_10_9	double	Source column from the original resource.	``
d_2712	double	Source column from the original resource.	``
d_12_2	double	Source column from the original resource.	``
d_4274	double	Source column from the original resource.	``
d_14_9	double	Source column from the original resource.	``
d_1258	double	Source column from the original resource.	``
d_24_7	double	Source column from the original resource.	``
d_12238	double	Source column from the original resource.	``
d_24	double	Source column from the original resource.	``
d_3549	double	Source column from the original resource.	``
d_16_7	double	Source column from the original resource.	``
d_4152	double	Source column from the original resource.	``
d_16_4	double	Source column from the original resource.	``
gas	string	Source column from the original resource.	``
d_331_4	double	Source column from the original resource.	``
d_341	double	Source column from the original resource.	``
d_351	double	Source column from the original resource.	``
d_427	double	Source column from the original resource.	``
d_393	double	Source column from the original resource.	``
d_410	double	Source column from the original resource.	``
d_382	double	Source column from the original resource.	``
d_321	double	Source column from the original resource.	``
d_316	double	Source column from the original resource.	``
d_290	double	Source column from the original resource.	``
n_a	string	Source column from the original resource.	``
n_a_2	string	Source column from the original resource.	``
n_a_3	string	Source column from the original resource.	``
of_which	string	Source column from the original resource.	``
stove	string	Source column from the original resource.	``
d_38	string	Source column from the original resource.	``
d_34_9	double	Source column from the original resource.	``
d_35_6	double	Source column from the original resource.	``
d_34_2	double	Source column from the original resource.	``
d_35_7	double	Source column from the original resource.	``
i	string	Source column from the original resource.	``
shift_more_to_lpg_gas_for_cooking_instead_of_electricity	string	Source column from the original resource.	``
solar_water_heater	string	Source column from the original resource.	``
of_households	double	Source column from the original resource.	``
air_conditioner	string	Source column from the original resource.	``
d_92_1	double	Source column from the original resource.	``
d_97_3	double	Source column from the original resource.	``
renewable_energy	string	Source column from the original resource.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mauritius-fresh-water-abstractions-by-sector-aad69da5")
df = ds["train"].to_pandas()
print(df.head())

Inspect Columns

print(df.info())
print(df.head())

Filter By Geography

if "country_iso3" in df.columns:
    sample = df[df["country_iso3"] == "MU"]

Time-Series Pattern

if "value" in df.columns and "year" in df.columns:
    trend = df.sort_values("year")

Pivot For Analysis

if {"indicator_id", "year", "value"}.issubset(df.columns):
    matrix = df.pivot_table(index="year", columns="indicator_id", values="value")
    print(matrix.tail())

Data Quality Notes

• Canonical time field: year.
• Missing values are preserved rather than silently imputed.
• Column names are standardized for machine use; source meanings are preserved where known.
• Always confirm source methodology, units, and collection definitions before policy, production, or redistribution-sensitive use.

Source And Provenance

• Source: MDPA
• Publisher: MDPA
• Portal: https://data.govmu.org
• Resource: Digest_Energy_Yr22_111023_1.xlsx
• License: CC BY-SA 4.0
• Retrieved/generated: 2026-08-08T16:32:24Z
• Hugging Face repo: electricsheepafrica/africa-mauritius-fresh-water-abstractions-by-sector-aad69da5

Transformations Applied

• Converted the source table to Parquet for efficient analytics and ML workflows.
• Added or preserved source provenance columns where available.
• Standardized README metadata, dataset loading configuration, schema documentation, and citation format.
• Preserved source-reported values without analytical imputation.

Suggested Analyses

• Track production or price movements
• Compare regions or commodities
• Join with climate and trade data
• Build time-series views and period-over-period comparisons
• Check missingness before modeling
• Use country_iso3 as the safest geography join key when present

Citation

@misc{electric_sheep_africa_africa_mauritius_fresh_water_abstractions_by_sector_aad69da5_2026,
  title        = {Fresh Water Abstractions by Sector | Africa (MDPA)},
  author       = {MDPA},
  year         = {2026},
  url          = {https://data.govmu.org/dataset/fresh-water-abstractions-sector},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-fresh-water-abstractions-by-sector-aad69da5}}
}

License

Released under CC BY-SA 4.0.

Original data is published by MDPA. Electric Sheep Africa engineering standardizes the data for discovery, loading, and analysis on Hugging Face. Cite both the original source and this ML-ready dataset when used.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

---

Provenance: README standardized 2026-08-11 by the Electric Sheep Africa README system. Source URL: https://data.govmu.org/dataset/fresh-water-abstractions-sector