--- license: cc-by-sa-4.0 language: - en task_categories: - tabular-regression - time-series-forecasting multilinguality: multilingual size_categories: - n<1K tags: - "tabular" - "africa" - "open-data" - "official-statistics" - "mauritius" - "mdpa" - "economics" - "finance-and-trade" - "industry" - "prices" - "value-added" configs: - config_name: default data_files: - split: train path: data/train-00000-of-00001.parquet pretty_name: "Gross Value Added by Industry Group At Current Basic Price | Africa (MDPA)" --- # Gross Value Added by Industry Group At Current Basic Price | Africa (MDPA) **630 rows** - **1 Africa country/area** - **2006-2023** - **35 indicators** - *Engineered by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)* ![rows](https://img.shields.io/badge/rows-630-blue) ![countries](https://img.shields.io/badge/countries-1-green) ![period](https://img.shields.io/badge/period-2006--2023-orange) ![indicators](https://img.shields.io/badge/indicators-35-purple) ![license](https://img.shields.io/badge/license-cc--by--sa--4.0-lightgrey) ## TL;DR This dataset contains **630 rows** from **MDPA**, covering **Gross Value Added by Industry Group At Current Basic Price**. 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: Dataset shows the Gross Value Added by industry group at current basic prices, 2006 - 2023 ## How To Read This Dataset - **One row means:** one indicator observation for one geography, time period, and optional source dimensions. - **Primary geography column:** `country_iso3`. - **Best time column:** `year`. - **Time coverage basis:** year. - **Recommended join keys:** `country_iso3`, `year`, `indicator_id`. ## Coverage | Dimension | Value | |---|---:| | Rows | 630 | | Countries/areas | 1 | | First period | 2006 | | Last period | 2023 | | Indicators | 35 | | Columns | 18 | | Source format | CSV | ## Geographic Coverage Top areas shown below, sorted by row count when available: | Area | Rows | First year | Last year | Name | |------|-----:|-----------:|----------:|------| | `MU` | 630 | 2006 | 2023 | `Mauritius` | ## Indicators, Variables, Or Resource Contents - `gross-value-added-by-industry-group-at-current-basic-prices-agriculture-ab1cc659` - Gross Value Added by industry group at current basic prices - agriculture forestry and fishing(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-agriculture-93c14c8c` - Gross Value Added by industry group at current basic prices - agriculture forestry and fishing sugarcane(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-agriculture-891ca0e9` - Gross Value Added by industry group at current basic prices - agriculture forestry and fishing other(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-mining-and-q-223a3801` - Gross Value Added by industry group at current basic prices - mining and quarrying(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-manufacturin-7dc546e5` - Gross Value Added by industry group at current basic prices - manufacturing(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-manufacturin-0e424e96` - Gross Value Added by industry group at current basic prices - manufacturing sugar(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-manufacturin-70b5b1e7` - Gross Value Added by industry group at current basic prices - manufacturing food excl sugar(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-manufacturin-6f663b7c` - Gross Value Added by industry group at current basic prices - manufacturing textiles(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-manufacturin-b5c65b14` - Gross Value Added by industry group at current basic prices - manufacturing other(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-electricity-d5fdf2d2` - Gross Value Added by industry group at current basic prices - electricity gas steam and air conditioning supply(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-water-supply-a072dffb` - Gross Value Added by industry group at current basic prices - water supply sewerage waste management and remediation a(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-construction-a7e92fa0` - Gross Value Added by industry group at current basic prices - construction(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-wholesale-re-a4308f9e` - Gross Value Added by industry group at current basic prices - wholesale retail trade repair of motor vehicles and moto(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-wholesale-re-a38975ca` - Gross Value Added by industry group at current basic prices - wholesale retail trade repair of motor vehicles and moto 2(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-transportati-740d986c` - Gross Value Added by industry group at current basic prices - transportation and storage(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-accommodatio-8ec6da9a` - Gross Value Added by industry group at current basic prices - accommodation and food service activities(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-information-a6f04364` - Gross Value Added by industry group at current basic prices - information and communication(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-financial-an-45b3be02` - Gross Value Added by industry group at current basic prices - financial and insurance activities(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-financial-an-55ae1279` - Gross Value Added by industry group at current basic prices - financial and insurance activities monetary intermediati(source_units_unspecified) - `gross-value-added-by-industry-group-at-current-basic-prices-financial-an-80651f69` - Gross Value Added by industry group at current basic prices - financial and insurance activities financial leasing and(source_units_unspecified) - ... 15 more indicators ## Schema | Column | Type | Description | Example | |--------|------|-------------|---------| | `indicator_id` | `string` | Stable source or Electric Sheep Africa indicator identifier. | `gross-value-added-by-industry-group-at-current-basic-prices-agricultu...` | | `indicator_name` | `string` | Human-readable indicator name. | `Gross Value Added by industry group at current basic prices - agricul...` | | `country_iso3` | `string` | ISO3 country or area code. | `MU` | | `country_name` | `string` | Country or area name. | `Mauritius` | | `year` | `int64` | Observation year. | `2006` | | `value` | `double` | Numeric observation value. | `10935.0` | | `unit` | `string` | Measurement unit, when supplied by the source. | `source_units_unspecified` | | `source_period_start_year` | `int64` | Start year inferred from source metadata. | `2006` | | `source_period_end_year` | `int64` | End year inferred from source metadata. | `2023` | | `source_period_label` | `dictionary` | Source column from the original resource. | `2006-2023` | | `source_provider` | `dictionary` | Publishing organization. | `MDPA` | | `source_dataset` | `dictionary` | Source dataset or package title. | `Gross Value Added by industry group at current basic prices` | | `source_resource` | `dictionary` | Source resource title, table name, or file name. | `GVA_industry.csv` | | `source_package_id` | `dictionary` | Source package identifier. | `ca00f3ee-83c5-4981-bf57-5270c48b83c8` | | `source_resource_id` | `dictionary` | Source resource identifier. | `85ac95e3-a5f4-4dff-807f-e470943bd648` | | `source_url` | `dictionary` | Original source URL or download URL. | `https://data.govmu.org/dataset/ca00f3ee-83c5-4981-bf57-5270c48b83c8/r...` | | `license_id` | `dictionary` | Source license identifier. | `CC-BY-SA-4.0` | | `retrieved_at` | `dictionary` | UTC source retrieval timestamp from the Electric Sheep Africa pipeline. | `2026-08-08T16:26:20Z` | ## Usage ```python from datasets import load_dataset ds = load_dataset("electricsheepafrica/africa-mauritius-gross-value-added-by-industry-group-at-current-basic-price-60b349fa") df = ds["train"].to_pandas() print(df.head()) ``` ### Inspect Columns ```python print(df.info()) print(df.head()) ``` ### Filter By Geography ```python if "country_iso3" in df.columns: sample = df[df["country_iso3"] == "MU"] ``` ### Time-Series Pattern ```python if "value" in df.columns and "year" in df.columns: trend = df.sort_values("year") ``` ### Pivot For Analysis ```python 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](https://data.govmu.org/dataset/gross-value-added-industry-group-current-basic-prices) - **Publisher:** MDPA - **Portal:** [https://data.govmu.org](https://data.govmu.org) - **Resource:** [GVA_industry.csv](https://data.govmu.org/dataset/ca00f3ee-83c5-4981-bf57-5270c48b83c8/resource/85ac95e3-a5f4-4dff-807f-e470943bd648/download/gva_industry.csv) - **License:** [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) - **Retrieved/generated:** `2026-08-08T17:06:07Z` - **Hugging Face repo:** [electricsheepafrica/africa-mauritius-gross-value-added-by-industry-group-at-current-basic-price-60b349fa](https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-gross-value-added-by-industry-group-at-current-basic-price-60b349fa) ## 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 - Pivot to geography x period or indicator x period matrices - Check missingness before modeling - Use `country_iso3` as the safest geography join key when present ## Citation ```bibtex @misc{electric_sheep_africa_africa_mauritius_gross_value_added_by_industry_group_at_current_basic_price_60b3_2023, title = {Gross Value Added by Industry Group At Current Basic Price | Africa (MDPA)}, author = {MDPA}, year = {2023}, url = {https://data.govmu.org/dataset/gross-value-added-industry-group-current-basic-prices}, publisher = {Hugging Face Datasets, engineered by Electric Sheep Africa}, howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-gross-value-added-by-industry-group-at-current-basic-price-60b349fa}} } ``` ## License Released under [CC BY-SA 4.0](https://creativecommons.org/licenses/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/gross-value-added-industry-group-current-basic-prices