electricsheepafrica/africa-tunisia-exportation-mensuel-du-gpl-champs-propane-2ccadaa8

Exportation Mensuel Du Gpl Champs Propane | Africa (Tunisia Open Data)

213 rows - 1 Africa country/area - 2005-2021 - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 213 rows from Tunisia Open Data, covering Exportation Mensuel Du Gpl Champs Propane. 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: Exportation mensuel de GPL

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: date_exportations_totales_en_kt.
• Time coverage basis: date_exportations_totales_en_kt.
• Recommended join keys: country_iso3 where available plus source-specific keys.

Coverage

Dimension	Value
Rows	213
Countries/areas	1
First period	2005
Last period	2021
Indicators	0
Columns	15
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
TUN	213	2005	2021	Tunisia

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.	10dbd5e6-0340-4163-9eae-738f1cb6ae4e:0
country_iso3	string	ISO3 country or area code.	TUN
country_name	string	Country or area name.	Tunisia
date_exportations_totales_en_kt	string	Source column from the original resource.	1 / 2005;
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	string	Publishing organization.	Ministère de l'Industrie, de l’Energie, des Mines
source_dataset	string	Source dataset or package title.	Exportation mensuel du GPL champs (propane)
source_resource	string	Source resource title, table name, or file name.	Exportation mensuel de GPL
source_package_id	string	Source package identifier.	7e53a7a3-3bac-421d-9928-e2f83c999182
source_resource_id	string	Source resource identifier.	10dbd5e6-0340-4163-9eae-738f1cb6ae4e
source_url	string	Original source URL or download URL.	https://catalog.data.gov.tn/dataset/7e53a7a3-3bac-421d-9928-e2f83c999...
license_id	string	Source license identifier.	otl-data.industrie.gov.tn
retrieved_at	string	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-07-18T23:08:36Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-tunisia-exportation-mensuel-du-gpl-champs-propane-2ccadaa8")
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"] == "TUN"]

Time-Series Pattern

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

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: date_exportations_totales_en_kt.
• 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: Tunisia Open Data
• Publisher: Ministère de l'Industrie, de l’Energie, des Mines
• Portal: https://catalog.data.gov.tn
• Resource: Exportation mensuel de GPL
• License: otl-data.industrie.gov.tn
• Retrieved/generated: 2026-07-18T23:12:14Z
• Hugging Face repo: electricsheepafrica/africa-tunisia-exportation-mensuel-du-gpl-champs-propane-2ccadaa8

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
• 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_tunisia_exportation_mensuel_du_gpl_champs_propane_2ccadaa8_2021,
  title        = {Exportation Mensuel Du Gpl Champs Propane | Africa (Tunisia Open Data)},
  author       = {Ministère de l'Industrie, de l’Energie, des Mines},
  year         = {2021},
  url          = {https://catalog.data.gov.tn/dataset/exportation-mensuel-du-gpl},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-tunisia-exportation-mensuel-du-gpl-champs-propane-2ccadaa8}}
}

License

Released under otl-data.industrie.gov.tn.

Original data is published by Ministère de l'Industrie, de l’Energie, des Mines. 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.

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Provenance: README standardized 2026-08-12 by the Electric Sheep Africa README system. Source URL: https://catalog.data.gov.tn/dataset/exportation-mensuel-du-gpl