electricsheepafrica/africa-morocco-creances-nettes-sur-l-administration-centrale-dec-2001-a-s-7438f2fd

Creances Nettes Sur L Administration Centrale Dec 2001 a S | Africa (Morocco Open Data)

18 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 18 rows from Morocco Open Data, covering Creances Nettes Sur L Administration Centrale Dec 2001 a S. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Economic datasets help analysts examine production, prices, public finance, trade flows, market conditions, and macroeconomic change.

Source-provided context: Ce fichier présente les créances nettes sur l'administration centrale pour la période de décembre 2001 à septembre 2023

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: not detected.
• Time coverage basis: not detected.
• Recommended join keys: country_iso3 where available plus source-specific keys.

Coverage

Dimension	Value
Rows	18
Countries/areas	1
First period	n/a
Last period	n/a
Indicators	0
Columns	275
Source format	XLSX

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MAR	18	n/a	n/a	Morocco

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.	b0570008-ddc0-4410-b2a2-64c832b94fd3:feuil1:0
country_iso3	string	ISO3 country or area code.	MAR
country_name	string	Country or area name.	Morocco
source_sheet	string	Source column from the original resource.	Feuil1
creances_nettes_des_id_sur_l_administration_centrale	string	Source column from the original resource.	Créances nettes de BAM
d_81674_26122545736	double	Source column from the original resource.	4348.025920379996
d_84669_99182835835	double	Source column from the original resource.	6576.199155109996
d_84557_26805739898	double	Source column from the original resource.	5874.8302107
d_79845_25387695819	double	Source column from the original resource.	2278.853767229999
d_78216_41004290542	double	Source column from the original resource.	1409.478565800002
d_77751_40465793712	double	Source column from the original resource.	1710.6843997700016
d_77641_19115261895	double	Source column from the original resource.	3030.529357489999
d_78924_1969074533	double	Source column from the original resource.	3979.881600389999
d_82350_67099561881	double	Source column from the original resource.	4323.354625129998
d_82683_29271940322	double	Source column from the original resource.	3584.983079069998
d_82505_56654687079	double	Source column from the original resource.	4743.076728309999
d_83149_43049479922	double	Source column from the original resource.	4987.683482819999
d_86573_40092915526	double	Source column from the original resource.	4956.676832050001
d_88215_0115066085	double	Source column from the original resource.	7483.753401979997
d_90242_40800267551	double	Source column from the original resource.	8245.788633150001
d_91945_29240405452	double	Source column from the original resource.	8673.68114917
d_90558_50712814204	double	Source column from the original resource.	8399.725567600002
d_83898_54777124427	double	Source column from the original resource.	3623.828934270001
d_83273_40710233478	double	Source column from the original resource.	6065.312186679999
d_75682_77395902204	double	Source column from the original resource.	-111.73928526000236
d_76313_67562153953	double	Source column from the original resource.	-555.6015624600041
d_78538_69033014335	double	Source column from the original resource.	-286.8795840700077
d_79899_50993664673	double	Source column from the original resource.	2533.233456329999
d_83396_6977145473	double	Source column from the original resource.	2753.6971783400004
d_85813_94343640238	double	Source column from the original resource.	4278.967854539997
d_87358_70497910111	double	Source column from the original resource.	4312.4811939799965
d_84092_02553170678	double	Source column from the original resource.	1223.6351662600027
d_84993_39668430452	double	Source column from the original resource.	1386.5549962499972
d_78044_36995096729	double	Source column from the original resource.	-1234.9986834400042
d_79872_05339923395	double	Source column from the original resource.	-1813.94722744
d_77443_00872743306	double	Source column from the original resource.	-426.4735070299976
d_77859_38117040013	double	Source column from the original resource.	2476.313490749999
d_74915_95520736718	double	Source column from the original resource.	-1709.0947989800006
d_75974_73115033621	double	Source column from the original resource.	1480.162542689999
d_75556_68739330758	double	Source column from the original resource.	2390.4113106600016
d_80172_01073780756	double	Source column from the original resource.	5285.370160019998
d_79382_20718303877	double	Source column from the original resource.	2895.6249648299963
d_79746_40438068364	double	Source column from the original resource.	-6055.13051237
d_76777_49043126388	double	Source column from the original resource.	-7835.04743998
d_73119_19915648017	double	Source column from the original resource.	-7520.1474700200015
d_75445_80424155938	double	Source column from the original resource.	-6555.755274359999
d_73087_0081086055	double	Source column from the original resource.	-9977.003301540002
d_77345_60519671386	double	Source column from the original resource.	-6947.807200609997
d_80253_58936183977	double	Source column from the original resource.	-3305.297914949999
d_86470_56634497212	double	Source column from the original resource.	-407.396056890002
d_83095_6502614765	double	Source column from the original resource.	-2866.9186015
d_82415_90809126808	double	Source column from the original resource.	-3666.282307880001
d_86176_2732561593	double	Source column from the original resource.	-2458.0358191800005
d_87165_60067583759	double	Source column from the original resource.	48.13801177999994
d_84787_20817696232	double	Source column from the original resource.	-3226.6065008399983
d_81914_21007893959	double	Source column from the original resource.	-6103.616400949997
d_79626_74827275275	double	Source column from the original resource.	-6343.13943845
d_80566_95799420938	double	Source column from the original resource.	-6042.366334859999
d_80520_72090285047	double	Source column from the original resource.	-6104.14560236
d_83793_41967027733	double	Source column from the original resource.	-3519.858257429998
d_79995_10474680852	double	Source column from the original resource.	-4078.080560679997
d_78953_02279504514	double	Source column from the original resource.	-7541.1270204799985
d_82112_71065770005	double	Source column from the original resource.	-4408.889605119999
d_83184_0777960786	double	Source column from the original resource.	-2380.435827310004
d_85630_15657296914	double	Source column from the original resource.	-2488.795288950003
d_89655_03639381782	double	Source column from the original resource.	-646.079245410001
d_88012_843860554	double	Source column from the original resource.	-1831.656425260002
d_91537_74587108642	double	Source column from the original resource.	-5069.02682641
d_92843_53273891628	double	Source column from the original resource.	-6180.29329215
d_93412_27238409511	double	Source column from the original resource.	-5063.980941059999
d_96062_4436201891	double	Source column from the original resource.	-2404.5243380500037
d_94667_13610239443	double	Source column from the original resource.	-1637.4008365500013
d_90134_33044482593	double	Source column from the original resource.	-2503.40645518
d_91751_46053282515	double	Source column from the original resource.	-3363.63284857
d_90930_27743478636	double	Source column from the original resource.	-4245.7843088200025
d_92035_11446858355	double	Source column from the original resource.	-4815.592635240004
d_96645_47575207619	double	Source column from the original resource.	-240.9286995700004
d_94791_11374198756	double	Source column from the original resource.	4335.500226139999
d_94932_99426561999	double	Source column from the original resource.	-1329.8354524900003
d_97169_82054637064	double	Source column from the original resource.	-2308.3383554600023
d_102292_16566959467	double	Source column from the original resource.	``
d_91361_83077856532	double	Source column from the original resource.	``
d_95545_36938368861	double	Source column from the original resource.	``
d_93472_2308952912	double	Source column from the original resource.	``
d_91450_63402832937	double	Source column from the original resource.	``
d_89401_2097286601	double	Source column from the original resource.	``
d_94560_52714396785	double	Source column from the original resource.	``
d_94758_56832983295	double	Source column from the original resource.	``
d_98286_06544101461	double	Source column from the original resource.	``
d_96806_35359895401	double	Source column from the original resource.	``
d_97122_29518455038	double	Source column from the original resource.	``
d_95072_36550695295	double	Source column from the original resource.	``
d_92030_27993621657	double	Source column from the original resource.	``
d_91930_15450310614	double	Source column from the original resource.	``
d_91561_41077841833	double	Source column from the original resource.	``
d_86626_74743713271	double	Source column from the original resource.	``
d_81829_12479884287	double	Source column from the original resource.	``
d_86772_08122488053	double	Source column from the original resource.	``
d_84778_58195149183	double	Source column from the original resource.	``
d_88839_80128593354	double	Source column from the original resource.	``
d_92221_66333922936	double	Source column from the original resource.	``
d_87797_42348282953	double	Source column from the original resource.	``
d_84368_7639082643	double	Source column from the original resource.	``
d_84012_03174333618	double	Source column from the original resource.	``
d_77345_39694090305	double	Source column from the original resource.	``
d_75514_01064526013	double	Source column from the original resource.	``
d_74477_378911485	double	Source column from the original resource.	``
d_76864_3439903332	double	Source column from the original resource.	``
d_75428_27983906714	double	Source column from the original resource.	``
d_79658_5819207117	double	Source column from the original resource.	``
d_80028_28306009952	double	Source column from the original resource.	``
d_75071_13182047934	double	Source column from the original resource.	``
d_72538_47622577862	double	Source column from the original resource.	``
d_81217_7964157903	double	Source column from the original resource.	``
d_80167_54869257344	double	Source column from the original resource.	``
d_81053_44822591818	double	Source column from the original resource.	``
d_78086_48080930217	double	Source column from the original resource.	``
d_73855_87482040569	double	Source column from the original resource.	``
d_75461_59702366752	double	Source column from the original resource.	``
d_78397_05830435295	double	Source column from the original resource.	``
d_76815_57020163984	double	Source column from the original resource.	``
d_87450_35035486458	double	Source column from the original resource.	``
d_85797_91226311075	double	Source column from the original resource.	``
d_94142_9938108686	double	Source column from the original resource.	``
d_98142_24000249403	double	Source column from the original resource.	``
d_102143_45282110052	double	Source column from the original resource.	``
d_106182_61004371851	double	Source column from the original resource.	``
d_105819_58796646405	double	Source column from the original resource.	``
d_109323_30147554519	double	Source column from the original resource.	``
d_108337_36666231448	double	Source column from the original resource.	``
d_115752_2314697444	double	Source column from the original resource.	``
d_118612_08062529826	double	Source column from the original resource.	``
d_117254_75080361478	double	Source column from the original resource.	``
d_120418_32471309269	double	Source column from the original resource.	``
d_118561_26611443232	double	Source column from the original resource.	``
d_123930_35895302768	double	Source column from the original resource.	``
d_127516_01496785073	double	Source column from the original resource.	``
d_125401_90563985734	double	Source column from the original resource.	``
d_136805_28857448665	double	Source column from the original resource.	``
d_136525_67010147957	double	Source column from the original resource.	``
d_139478_4008402727	double	Source column from the original resource.	``
d_140152_94559515567	double	Source column from the original resource.	``
d_141099_27966747727	double	Source column from the original resource.	``
d_138221_91839598326	double	Source column from the original resource.	``
d_152094_95815189133	double	Source column from the original resource.	``
d_149474_64043921843	double	Source column from the original resource.	``
d_157211_13184249427	double	Source column from the original resource.	``
d_158614_98027059267	double	Source column from the original resource.	``
d_155785_37559105907	double	Source column from the original resource.	``
d_149281_2724305413	double	Source column from the original resource.	``
d_149446_73445263394	double	Source column from the original resource.	``
d_146649_59023340902	double	Source column from the original resource.	``
d_148472_9012140804	double	Source column from the original resource.	``
d_152031_7227211504	double	Source column from the original resource.	``
d_148262_2184446245	double	Source column from the original resource.	``
d_138957_73909131458	double	Source column from the original resource.	``
d_128155_18774904966	double	Source column from the original resource.	``
d_138635_02232965312	double	Source column from the original resource.	``
d_134390_26084778353	double	Source column from the original resource.	``
d_139486_2726242762	double	Source column from the original resource.	``
d_144073_37300348908	double	Source column from the original resource.	``
d_143720_06965306928	double	Source column from the original resource.	``
d_146854_3314272936	double	Source column from the original resource.	``
d_147718_2901199483	double	Source column from the original resource.	``
d_152671_74539064136	double	Source column from the original resource.	``
d_152978_97206361944	double	Source column from the original resource.	``
d_154592_52231417786	double	Source column from the original resource.	``
d_152185_650265626	double	Source column from the original resource.	``
d_152499_60313488985	double	Source column from the original resource.	``
d_154160_28472813283	double	Source column from the original resource.	``
d_157539_1898291284	double	Source column from the original resource.	``
d_153508_53777139206	double	Source column from the original resource.	``
d_156019_18058073614	double	Source column from the original resource.	``
d_147974_33222603117	double	Source column from the original resource.	``
d_148099_85088724046	double	Source column from the original resource.	``
d_139431_77667247845	double	Source column from the original resource.	``
d_134914_38702650144	double	Source column from the original resource.	``
d_135769_85320156187	double	Source column from the original resource.	``
d_137687_24075048973	double	Source column from the original resource.	``
d_141804_3240277001	double	Source column from the original resource.	``
d_144509_2714644612	double	Source column from the original resource.	``
d_149278_74045063148	double	Source column from the original resource.	``
d_147776_60427832548	double	Source column from the original resource.	``
d_147600_53015368144	double	Source column from the original resource.	``
d_145482_46172755916	double	Source column from the original resource.	``
d_142379_4521520872	double	Source column from the original resource.	``
d_161514_40618865675	double	Source column from the original resource.	``
d_156712_09349155886	double	Source column from the original resource.	``
d_148027_0681970316	double	Source column from the original resource.	``
d_153437_87163553433	double	Source column from the original resource.	``
d_147712_7019490938	double	Source column from the original resource.	``
d_156538_11025088184	double	Source column from the original resource.	``
d_160631_3736714468	double	Source column from the original resource.	``
d_165033_520277255	double	Source column from the original resource.	``
d_164244_59895355077	double	Source column from the original resource.	``
d_159731_09794600104	double	Source column from the original resource.	``
d_161957_6425526026	double	Source column from the original resource.	``
d_167782_64672223362	double	Source column from the original resource.	``
d_173538_68356936707	double	Source column from the original resource.	``
d_174671_62175044042	double	Source column from the original resource.	``
d_180549_9656771699	double	Source column from the original resource.	``
d_177722_32033096167	double	Source column from the original resource.	``
d_185386_80401200027	double	Source column from the original resource.	``
d_182442_53856676488	double	Source column from the original resource.	``
d_175805_75579693035	double	Source column from the original resource.	``
d_177639_60480941075	double	Source column from the original resource.	``
d_186459_57729808384	double	Source column from the original resource.	``
d_197629_45209056867	double	Source column from the original resource.	``
d_202455_10225489884	double	Source column from the original resource.	``
d_202999_30330010355	double	Source column from the original resource.	``
d_203128_63623918543	double	Source column from the original resource.	``
d_199450_86448353677	double	Source column from the original resource.	``
d_203709_5372712457	double	Source column from the original resource.	``
d_198992_41444881412	double	Source column from the original resource.	``
d_198920_86959457703	double	Source column from the original resource.	``
d_201183_93232802258	double	Source column from the original resource.	``
d_200522_12501780415	double	Source column from the original resource.	``
d_205942_85419815092	double	Source column from the original resource.	``
d_204493_38796714126	double	Source column from the original resource.	``
d_210477_25916289992	double	Source column from the original resource.	``
d_205881_75951255648	double	Source column from the original resource.	``
d_212432_41761854696	double	Source column from the original resource.	``
d_219233_5123311449	double	Source column from the original resource.	``
d_222692_41249080884	double	Source column from the original resource.	``
d_212260_13666026943	double	Source column from the original resource.	``
d_215003_61543037734	double	Source column from the original resource.	``
d_237229_43829224975	double	Source column from the original resource.	``
d_243940_52940663949	double	Source column from the original resource.	``
d_246112_22025966525	double	Source column from the original resource.	``
d_246027_8868144058	double	Source column from the original resource.	``
d_251879_8569035239	double	Source column from the original resource.	``
d_246998_45032718848	double	Source column from the original resource.	``
d_256043_62521751848	double	Source column from the original resource.	``
d_238342_0487639101	double	Source column from the original resource.	``
d_242144_56973053442	double	Source column from the original resource.	``
d_244900_0870547121	double	Source column from the original resource.	``
d_248354_29535874954	double	Source column from the original resource.	``
d_253169_82864363166	double	Source column from the original resource.	``
d_250235_85824762244	double	Source column from the original resource.	``
d_267326_9019263656	double	Source column from the original resource.	``
d_271509_4057512298	double	Source column from the original resource.	``
d_272594_3005910655	double	Source column from the original resource.	``
d_270630_3999759332	double	Source column from the original resource.	``
d_268868_7304374023	double	Source column from the original resource.	``
d_278800_3087646053	double	Source column from the original resource.	``
d_272490_9809393836	double	Source column from the original resource.	``
d_289920_54538850195	double	Source column from the original resource.	``
d_294070_515495601	double	Source column from the original resource.	``
d_300348_2267738124	double	Source column from the original resource.	``
d_295123_02369732683	double	Source column from the original resource.	``
d_300560_27789540315	double	Source column from the original resource.	``
d_294067_66619938664	double	Source column from the original resource.	``
d_302145_0650064967	double	Source column from the original resource.	``
d_300625_5225597715	double	Source column from the original resource.	``
d_296045_5936130692	double	Source column from the original resource.	``
d_293818_6934324736	double	Source column from the original resource.	``
d_311134_3680699959	double	Source column from the original resource.	``
d_333122_76475251757	double	Source column from the original resource.	``
d_350892_6165963622	double	Source column from the original resource.	``
d_351021_5974580295	double	Source column from the original resource.	``
d_329578_25745591056	double	Source column from the original resource.	``
d_329177_98426650197	double	Source column from the original resource.	``
d_328769_78942874365	double	Source column from the original resource.	``
d_336005_0584106412	double	Source column from the original resource.	``
d_311804_94257310405	double	Source column from the original resource.	``
d_325608_0160153848	double	Source column from the original resource.	``
d_323847_55032211787	double	Source column from the original resource.	``
source_provider	string	Publishing organization.	``
source_dataset	string	Source dataset or package title.	``
source_resource	string	Source resource title, table name, or file name.	``
source_package_id	string	Source package identifier.	``
source_resource_id	string	Source resource identifier.	``
source_url	string	Original source URL or download URL.	``
license_id	string	Source license identifier.	``
retrieved_at	string	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-morocco-creances-nettes-sur-l-administration-centrale-dec-2001-a-s-7438f2fd")
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"] == "MAR"]

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

• No canonical year/date column was detected in the packaged table; use source metadata and domain context for temporal interpretation.
• 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: Morocco Open Data
• Publisher: Bank Al-Maghrib
• Portal: https://data.gov.ma/data
• Resource: 10-CreancesNettesAC déc 2001 - sept 2023.xlsx
• License: Open Data Commons Open Database License
• Retrieved/generated: 2026-07-16T22:08:14Z
• Hugging Face repo: electricsheepafrica/africa-morocco-creances-nettes-sur-l-administration-centrale-dec-2001-a-s-7438f2fd

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

• Build time-series dashboards
• Compare economic indicators
• Join with population or sector data
• Check missingness before modeling
• Use country_iso3 as the safest geography join key when present

Citation

@misc{electric_sheep_africa_africa_morocco_creances_nettes_sur_l_administration_centrale_dec_2001_a_s_7438f2_2026,
  title        = {Creances Nettes Sur L Administration Centrale Dec 2001 a S | Africa (Morocco Open Data)},
  author       = {Bank Al-Maghrib},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/creances-nettes-sur-l-administration-centrale-dec-2001-a-sept-2023},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-creances-nettes-sur-l-administration-centrale-dec-2001-a-s-7438f2fd}}
}

License

Released under Open Data Commons Open Database License.

Original data is published by Bank Al-Maghrib. 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.gov.ma/data/dataset/creances-nettes-sur-l-administration-centrale-dec-2001-a-sept-2023