electricsheepafrica/africa-tanzania-national-bureau-of-statistics-fde933a4

National Bureau of Statistics | Africa (Tanzania official open data)

332 rows - 1 Africa country - 1992 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official ZIP resource from Tanzania as ML-ready Parquet. The source file is the provenance boundary; all usable indicators or tabular columns from the resource stay together in this repo.

About the source

• Source: National Bureau of Statistics
• Publisher: National Bureau of Statistics, Tanzania
• Resource: Tanzania Input-Output Tables 1992.zip
• Format: ZIP
• License: Other open license
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
TZA	332	1992	1992	Tanzania

Indicators or Resource Contents

• This source file is packaged as a normalized tabular resource.

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier for tabular resources.	nbs-stat-39b09377930405:1992-input-output-tables-xls-shs:0
country_iso3	string	ISO3 country code.	TZA
country_name	string	Country name.	Tanzania
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	1992_Input_Output_Tables.xls::Shs
year	Int64	Observation year.	1992
d_27	float64	Source column.	28.0
forestry_and_logging	string	Source column.	Quarrying of stone, clay and sand
d_0	float64	Source column.	0.0
d_0_2	float64	Source column.	0.0
d_0_3	float64	Source column.	0.0
d_0_4	float64	Source column.	0.0
d_0_5	float64	Source column.	0.0
d_0_6	float64	Source column.	0.0
d_0_7	float64	Source column.	0.0
d_0_8	float64	Source column.	0.0
d_0_9	float64	Source column.	0.0
d_0_10	float64	Source column.	0.0
d_0_11	float64	Source column.	0.0
d_0_12	float64	Source column.	0.0
d_0_13	float64	Source column.	0.0
d_0_14	float64	Source column.	0.0
d_0_15	float64	Source column.	0.0
d_0_16	float64	Source column.	0.0
d_0_17	float64	Source column.	0.0
d_0_18	float64	Source column.	0.0
d_0_19	float64	Source column.	0.0
d_0_20	float64	Source column.	0.0
d_0_21	float64	Source column.	0.0
d_0_22	float64	Source column.	0.0
d_5	float64	Source column.	0.0
d_2213	float64	Source column.	0.0
d_243	float64	Source column.	0.0
d_0_23	float64	Source column.	0.0
d_2706	float64	Source column.	0.0
d_36	float64	Source column.	241.0
d_8	float64	Source column.	0.0
d_3	float64	Source column.	0.0
d_2	float64	Source column.	0.0
d_189	float64	Source column.	0.0
d_0_24	float64	Source column.	0.0
d_0_25	float64	Source column.	0.0
d_0_26	float64	Source column.	0.0
d_89	float64	Source column.	0.0
d_0_27	float64	Source column.	0.0
d_0_28	float64	Source column.	0.0
d_1272	float64	Source column.	0.0
d_0_29	float64	Source column.	0.0
d_24	float64	Source column.	0.0
d_0_30	float64	Source column.	0.0
d_0_31	float64	Source column.	0.0
d_0_32	float64	Source column.	0.0
d_0_33	float64	Source column.	0.0
d_0_34	float64	Source column.	0.0
d_0_35	float64	Source column.	0.0
d_1	float64	Source column.	0.0
d_9181	float64	Source column.	0.0
d_0_36	float64	Source column.	0.0
d_0_37	float64	Source column.	0.0
d_0_38	float64	Source column.	0.0
d_0_39	float64	Source column.	0.0
d_0_40	float64	Source column.	0.0
d_0_41	float64	Source column.	0.0
d_0_42	float64	Source column.	0.0
d_0_43	float64	Source column.	731.0
d_0_44	float64	Source column.	287.0
d_0_45	float64	Source column.	0.0
d_0_46	float64	Source column.	0.0
d_0_47	float64	Source column.	0.0
d_0_48	float64	Source column.	0.0
d_0_49	float64	Source column.	0.0
d_0_50	float64	Source column.	11.0
d_0_51	float64	Source column.	0.0
d_0_52	float64	Source column.	0.0
d_4063	float64	Source column.	4394.0
d_0_53	float64	Source column.	0.0
d_0_54	float64	Source column.	0.0
d_0_55	float64	Source column.	0.0
d_0_56	float64	Source column.	0.0
d_0_57	float64	Source column.	0.0
d_0_58	float64	Source column.	0.0
d_0_59	float64	Source column.	0.0
d_0_60	float64	Source column.	0.0
d_500	float64	Source column.	0.0
d_50	float64	Source column.	0.0
d_30	float64	Source column.	0.0
d_16	float64	Source column.	0.0
d_20631	float64	Source column.	5664.0
d_32033	float64	Source column.	10.0
d_0_61	float64	Source column.	0.0
d_0_62	float64	Source column.	0.0
d_0_63	float64	Source column.	-1.0
d_213	float64	Source column.	34.0
d_32246	float64	Source column.	43.0
d_52877	float64	Source column.	5707.0
source_period_start_year	Int64	First year inferred from source resource metadata.	1992
source_period_end_year	Int64	Last year inferred from source resource metadata.	1992
source_period_label	string	Human-readable period inferred from source resource metadata.	1992
source_provider	string	Publishing organization.	National Bureau of Statistics, Tanzania
source_dataset	string	Source package title.	National Bureau of Statistics
source_resource	string	Source resource title.	Tanzania Input-Output Tables 1992.zip
source_package_id	string	CKAN package UUID.	input-and-output-tables
source_resource_id	string	CKAN resource UUID.	nbs-stat-39b09377930405
source_url	string	Original source resource URL.	https://www.nbs.go.tz/uploads/statistics/documents/en-1705429385-1992_In
license_id	string	Source license identifier.	other-open
retrieved_at	string	UTC retrieval timestamp.	2026-07-21T20:05:22Z
d_9_455907105168599e_05	float64	Source column.	``
d_0_04185184484747622	float64	Source column.	``
d_0_004595570853111939	float64	Source column.	``
d_0_051175369253172454	float64	Source column.	``
d_0_0006808253115721391	float64	Source column.	``
d_0_0001512945136826976	float64	Source column.	``
d_5_6735442631011594e_05	float64	Source column.	``
d_3_78236284206744e_05	float64	Source column.	``
d_0_0035743328857537303	float64	Source column.	``
d_0_0016831514647200107	float64	Source column.	``
d_0_024055827675548914	float64	Source column.	``
d_0_00045388354104809275	float64	Source column.	``
d_1_89118142103372e_05	float64	Source column.	``
d_0_1736293662651058	float64	Source column.	``
d_0_07683870113660003	float64	Source column.	``
d_0_009455907105168599	float64	Source column.	``
d_0_0009455907105168599	float64	Source column.	``
d_0_000567354426310116	float64	Source column.	``
d_0_0003025890273653952	float64	Source column.	``
d_0_39016963897346674	float64	Source column.	``
d_0_6058021445997315	float64	Source column.	``
d_0_004028216426801823	float64	Source column.	``
d_0_6098303610265333	float64	Source column.	``
d_0_00026652452025586353	float64	Source column.	``
d_0_03405034465780404	float64	Source column.	``
d_0_006072267479634165	float64	Source column.	``
d_0_006308042754512003	float64	Source column.	``
d_0_0037488284910965324	float64	Source column.	``
d_0_0001775883502042266	float64	Source column.	``
d_0_001813236627379873	float64	Source column.	``
d_0_0024928446126858093	float64	Source column.	``
d_0_004687170844744049	float64	Source column.	``
d_0_03866613976958385	float64	Source column.	``
d_0_0019187719859290054	float64	Source column.	``
d_0_0007604562737642585	float64	Source column.	``
d_0_2692138521537695	float64	Source column.	``
d_0_0196489022149144	float64	Source column.	``
d_0_0016831673169303068	float64	Source column.	``
d_0_0011863522042423955	float64	Source column.	``
d_0_0012370623891798276	float64	Source column.	``
d_0_0003436057124449694	float64	Source column.	``
growing_of_coconuts	string	Source column.	``
d_6_128748372384749e_07	float64	Source column.	``
d_7_813670463636771e_07	float64	Source column.	``
d_1_080892927252573e_06	float64	Source column.	``
d_1_0390091030150814e_06	float64	Source column.	``
d_2_553128612793689e_07	float64	Source column.	``
d_2_7603042697756677e_08	float64	Source column.	``
d_4_6996644673789274e_07	float64	Source column.	``
d_3_329541000471607e_07	float64	Source column.	``
d_5_353703842109577e_08	float64	Source column.	``
d_1_7027483119023233e_06	float64	Source column.	``
d_3_8220706161875146e_05	float64	Source column.	``
d_2_6390840022719277e_06	float64	Source column.	``
d_1_714085650919828e_06	float64	Source column.	``
d_4_6636358369597354e_07	float64	Source column.	``
d_1_6963178413925517e_06	float64	Source column.	``
d_1_016450145642031	float64	Source column.	``
d_7_626828756683334e_07	float64	Source column.	``
d_4_794139181447888e_07	float64	Source column.	``
d_2_9160305902361887e_06	float64	Source column.	``
d_1_4569487249568308e_06	float64	Source column.	``
d_2_175222682733974e_06	float64	Source column.	``
d_8_355778793087383e_05	float64	Source column.	``
d_3_134822720760865e_07	float64	Source column.	``
d_0_0004568650897754167	float64	Source column.	``
d_7_953062191987574e_06	float64	Source column.	``
d_6_960043453401326e_07	float64	Source column.	``
d_1_5470744049755605e_06	float64	Source column.	``
d_1_7858779734547916e_06	float64	Source column.	``
d_8_247859911493258e_07	float64	Source column.	``
d_2_0177396748713177e_06	float64	Source column.	``
d_0_00014297191667786316	float64	Source column.	``
d_5_989647825115827e_06	float64	Source column.	``
d_0_001658547960980821	float64	Source column.	``
d_7_913832970706664e_07	float64	Source column.	``
d_3_184213983358853e_05	float64	Source column.	``
d_9_380762923405847e_06	float64	Source column.	``
d_0_007712556253104127	float64	Source column.	``
d_0_00021038438548065397	float64	Source column.	``
d_5_676962982145223e_05	float64	Source column.	``
d_2_6655044098262132e_06	float64	Source column.	``
d_1_7867422572671752e_06	float64	Source column.	``
d_1_1966747154203606e_06	float64	Source column.	``
d_1_5819926126803438e_06	float64	Source column.	``
d_9_87048030053903e_07	float64	Source column.	``
d_1_70460612816182e_06	float64	Source column.	``
d_1_5819197144835622e_06	float64	Source column.	``
d_1_1547000740523155e_06	float64	Source column.	``
d_9_910917766785913e_07	float64	Source column.	``
d_3_257776884960465e_06	float64	Source column.	``
d_1_8545443062623678e_06	float64	Source column.	``
d_1_2280204709807465e_06	float64	Source column.	``
d_6_276592426659466e_07	float64	Source column.	``
d_1_0402911095446621e_06	float64	Source column.	``
d_2_5118497108934367e_06	float64	Source column.	``
d_2_7030421449390082e_06	float64	Source column.	``
d_1_7601090639527734e_06	float64	Source column.	``
d_2_5365668076435976e_06	float64	Source column.	``
d_1_3164914724050827e_06	float64	Source column.	``
d_1_87408203992857e_06	float64	Source column.	``
d_8_592031906668371e_07	float64	Source column.	``
d_1_1045045428083959e_06	float64	Source column.	``
d_8_743894261305101e_07	float64	Source column.	``
d_1_025765450692947e_06	float64	Source column.	``
d_3_210548333406083e_06	float64	Source column.	``
d_6_883063614601691e_06	float64	Source column.	``
d_3_952116259309269e_06	float64	Source column.	``
d_5_251328066326562e_06	float64	Source column.	``
d_0_00021878548451941907	float64	Source column.	``
d_1_7649146471194216e_05	float64	Source column.	``
d_1_5673299125047283e_05	float64	Source column.	``
d_1_2840880404190788e_05	float64	Source column.	``
d_4_96712616387439e_05	float64	Source column.	``
d_4_032173571756896e_06	float64	Source column.	``
d_2_2320150480001682e_05	float64	Source column.	``
d_3_0285030376713144e_05	float64	Source column.	``
d_3_849904649408515e_05	float64	Source column.	``
d_6_493777486929309e_06	float64	Source column.	``
d_9_039679313079107e_06	float64	Source column.	``
d_0_9488246307468275	float64	Source column.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-tanzania-national-bureau-of-statistics-fde933a4")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "TZA"]

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_tanzania_national_bureau_of_statistics_fde933a4_1992,
  title        = {National Bureau of Statistics | Africa (Tanzania official open data)},
  author       = {National Bureau of Statistics, Tanzania},
  year         = {1992},
  url          = {https://www.nbs.go.tz/statistics/topic/input-and-output-tables},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-tanzania-national-bureau-of-statistics-fde933a4}}
}

License

Released under Other open license.

Original data (c) National Bureau of Statistics, Tanzania. 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 2026-07-21 via the Electric Sheep pipeline. Source URL: https://www.nbs.go.tz/uploads/statistics/documents/en-1705429385-1992_Input_Output_Tables.zip