datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Stocks-Quarterly-BalanceSheet
Stocks Quarterly Balance Sheet
This dataset includes quarterly balance sheet data for various stocks.
342,800 rows over 6,893 symbols, 39 columns, covering 1983-06-30 to 2026-06-30. Refreshed monthly.
Strategies Built on This Data
1,067 papers in the Papers With Backtest catalogue declare this dataset as an input. 1,012 of them have been coded and run over their own full history. The median replicated Sharpe ratio is +0.27, and 37% clear a t-statistic of 1.96 on… See the full description on the dataset page: https://huggingface.co/datasets/paperswithbacktest/Stocks-Quarterly-BalanceSheet.africa-south-africa-balance-sheet-2016-49e99f9c
Balance Sheet 2016 | Africa (National Treasury, South Africa)
178,391 rows - 1 Africa country/area - 2016-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 178,391 rows from National Treasury, South Africa, covering Balance Sheet 2016. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2016-49e99f9c.africa-south-africa-balance-sheet-2020-610c6800
Balance Sheet 2020 | Africa (National Treasury, South Africa)
615 rows - 1 Africa country/area - 2020-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 615 rows from National Treasury, South Africa, covering Balance Sheet 2020. 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2020-610c6800.stocks-earnings-balance_sheet_assetsafrica-south-africa-balance-sheet-2014-77e4e824
Balance Sheet 2014 | Africa (National Treasury, South Africa)
178,103 rows - 1 Africa country/area - 2014-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 178,103 rows from National Treasury, South Africa, covering Balance Sheet 2014. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2014-77e4e824.africa-south-africa-balance-sheet-2017-6435912d
Balance Sheet 2017 | Africa (National Treasury, South Africa)
172,692 rows - 1 Africa country/area - 2017-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 172,692 rows from National Treasury, South Africa, covering Balance Sheet 2017. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2017-6435912d.africa-south-africa-balance-sheet-2010-a92b9b25
Balance Sheet 2010 | Africa (National Treasury, South Africa)
16,359 rows - 1 Africa country/area - 2010-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 16,359 rows from National Treasury, South Africa, covering Balance Sheet 2010. 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2010-a92b9b25.africa-south-africa-balance-sheet-2018-e554084c
Balance Sheet 2018 | Africa (National Treasury, South Africa)
176,300 rows - 1 Africa country/area - 2018-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 176,300 rows from National Treasury, South Africa, covering Balance Sheet 2018. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2018-e554084c.africa-south-africa-balance-sheet-2011-473a6eb9
Balance Sheet 2011 | Africa (National Treasury, South Africa)
18,614 rows - 1 Africa country/area - 2011-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 18,614 rows from National Treasury, South Africa, covering Balance Sheet 2011. 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2011-473a6eb9.africa-south-africa-balance-sheet-2012-790ca15b
Balance Sheet 2012 | Africa (National Treasury, South Africa)
138,539 rows - 1 Africa country/area - 2012-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 138,539 rows from National Treasury, South Africa, covering Balance Sheet 2012. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2012-790ca15b.africa-south-africa-balance-sheet-2015-68f64f3d
Balance Sheet 2015 | Africa (National Treasury, South Africa)
179,949 rows - 1 Africa country/area - 2015-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 179,949 rows from National Treasury, South Africa, covering Balance Sheet 2015. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2015-68f64f3d.Donut_50_BalanceSheetBalance_sheet_dataafrica-south-africa-balance-sheet-2009-3c4b5722
Balance Sheet 2009 | Africa (National Treasury, South Africa)
11,357 rows - 1 Africa country/area - 2009-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 11,357 rows from National Treasury, South Africa, covering Balance Sheet 2009. 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2009-3c4b5722.africa-south-africa-balance-sheet-2013-686a30b5
Balance Sheet 2013 | Africa (National Treasury, South Africa)
170,068 rows - 1 Africa country/area - 2013-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 170,068 rows from National Treasury, South Africa, covering Balance Sheet 2013. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2013-686a30b5.stocks-earnings-balance_sheet_equitystocks-earnings-balance_sheet_liabilitiesafrica-south-africa-balance-sheet-2019-c993ccae
Balance Sheet 2019 | Africa (National Treasury, South Africa)
172,487 rows - 1 Africa country/area - 2019-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 172,487 rows from National Treasury, South Africa, covering Balance Sheet 2019. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-balance-sheet-2019-c993ccae.Donut_50_BalanceSheet