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## Dataset Description
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Finch focuses on **
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> data entry/import, structuring/formatting, web search, cross-sheet/file retrieval, calculation, financial modeling, validation, translation, visualization, and reporting.
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The workflows are derived from **real-world enterprise workspaces** (Enron
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- Large and messy **spreadsheets** with multimodal artifacts including text, tables, formulas, charts, pivots, images, etc
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We adopt a three-step workflow labeling process:
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"task_type": "<task category (e.g., reporting, modeling)>",
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"business_type": "<business domain (e.g., budgeting, trading)>"
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}
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## Dataset Description
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Finch focuses on **messy and long-horizon finance & accounting workflows** that span:
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> data entry/import, structuring/formatting, web search, cross-sheet/file retrieval, calculation, financial modeling, validation, translation, visualization, and reporting.
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The workflows are derived from **real-world enterprise workspaces** (primarily Enron, as well as World Bank, Canadian/Australian government agencies, and other corporations), including:
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- Enterprise **email threads** where collaborators naturally describe, discuss, and track workflows
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- Large and messy **spreadsheets** with multimodal artifacts including text, tables, formulas, charts, pivots, images, etc
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- Interlinked **PDFs and documents** that provide additional business context
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We adopt a three-step workflow labeling process:
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"task_type": "<task category (e.g., reporting, modeling)>",
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"business_type": "<business domain (e.g., budgeting, trading)>"
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}
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---
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## 📣 Feedback & Issues
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If you find any issues with the dataset or have suggestions, please open a discussion in the **Community** tab — we value your feedback!
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