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paperswithbacktest/Stocks-Monthly-Bankruptcy

Dataset Information Monthly bankruptcy probability estimates for US-listed equities. Scores are sourced from SOV.AI's ensemble models and refreshed each month. Instruments Included 4,700+ US Stocks Dataset Columns symbol: Stock ticker symbol for each company. datetime: Month-end date of the bankruptcy prediction snapshot (YYYY-MM-DD). probability_light: Bankruptcy probability predicted by the LightGBM model. probability_convolution: Bankruptcy… See the full description on the dataset page: https://huggingface.co/datasets/paperswithbacktest/Stocks-Monthly-Bankruptcy.

Author / organizationpaperswithbacktest
License (as declared)other
Downloads319 (as reported by Hugging Face)
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Created6 November 2025
Last updated at source15 December 2025
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  • 17 Oct 2026 Description: Dataset Information Monthly bankruptcy probability estimates for US-listed equities. Scores are sourced from SOV.AI's ensemble models and refreshed each month. Instruments Included 4,700+ US Stocks Dataset Columns symbol: Stock ticker symbo → Dataset Information Monthly bankruptcy probability estimates for US-listed equities. Scores are sourced from SOV.AI's ensemble models and refreshed each month. Instruments Included 4,700+ US Stocks Dataset Columns symbol: Stock ticker symbo

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