Datasets:
Download reports/data-quality.json from finipher/finipher-us-tax-document-classifier: direct link, hf CLI and curl.
- Browser
- Download file 13.7 kB
-
https://huggingface.co/datasets/finipher/finipher-us-tax-document-classifier/resolve/main/reports/data-quality.json
- Command line
-
hf download hf://datasets/finipher/finipher-us-tax-document-classifier/reports/data-quality.json
-
curl -L -o data-quality.json https://huggingface.co/datasets/finipher/finipher-us-tax-document-classifier/resolve/main/reports/data-quality.json
13.7 kB
| { | |
| "version": "1.1.0", | |
| "unique_observations": 13911, | |
| "fine_document_type_labels": 95, | |
| "coarse_family_labels": 49, | |
| "split_counts": { | |
| "train": 8864, | |
| "validation": 2516, | |
| "test": 2531 | |
| }, | |
| "rows_by_origin": { | |
| "synthetic_AI_labeled": 6640, | |
| "synthetic_programmatic_template": 7271 | |
| }, | |
| "configurations_are_alternative_views_not_additional_independent_records": true, | |
| "per_class_split_counts": { | |
| "document_type": { | |
| "train": { | |
| "1040": 112, | |
| "1040-ES": 112, | |
| "1040-NR": 48, | |
| "1040-SR": 48, | |
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| "8938": 48, | |
| "8949": 112, | |
| "8962": 48, | |
| "ANNUAL_GIVING_STATEMENT": 112, | |
| "BANK_STATEMENT": 176, | |
| "BROKERAGE_STATEMENT": 128, | |
| "BUSINESS_SALES_LEDGER": 48, | |
| "CHARITABLE_PLEDGE_NOTICE": 48, | |
| "CHARITY_EVENT_RECEIPT": 112, | |
| "CONSOLIDATED_1099": 128, | |
| "CREDIT_CARD_STATEMENT": 176, | |
| "CRYPTO_TAX_REPORT": 128, | |
| "DONATION_APPEAL": 112, | |
| "ESTIMATED_TAX_PAYMENT_CONFIRMATION": 112, | |
| "FOREIGN_GIFT_RECORD": 48, | |
| "GIFT_TRANSFER_AGREEMENT": 48, | |
| "HSA_ACCOUNT_STATEMENT": 128, | |
| "INSURANCE_DOCUMENT": 128, | |
| "K-1-1041": 112, | |
| "K-1-1065": 112, | |
| "K-1-1120-S": 112, | |
| "LOAN_STATEMENT": 128, | |
| "MEDICAL_RECEIPT": 112, | |
| "MORTGAGE_STATEMENT": 128, | |
| "NONCASH_DONATION_ACKNOWLEDGMENT": 48, | |
| "OTHER_TAX_FORM": 216, | |
| "PAYSTUB": 128, | |
| "PERSONAL_GIFT_LETTER": 48, | |
| "PROFIT_AND_LOSS_STATEMENT": 128, | |
| "PROPERTY_TAX_BILL": 128, | |
| "PURCHASE_RECEIPT": 112, | |
| "RENTAL_INCOME_RECORD": 48, | |
| "RETIREMENT_ACCOUNT_STATEMENT": 128, | |
| "SCHEDULE-A": 48, | |
| "SCHEDULE-B": 48, | |
| "SCHEDULE-C": 112, | |
| "SCHEDULE-D": 48, | |
| "SCHEDULE-E": 112, | |
| "SCHEDULE-F": 48, | |
| "SCHEDULE-SE": 48, | |
| "TAX_INSTRUCTIONS": 84, | |
| "UNKNOWN_DOCUMENT": 260, | |
| "VEHICLE_DONATION_ACKNOWLEDGMENT": 48, | |
| "W-2": 112, | |
| "W-2C": 112, | |
| "W-2G": 112, | |
| "W-4": 48, | |
| "W-9": 112 | |
| }, | |
| "validation": { | |
| "1040": 32, | |
| "1040-ES": 32, | |
| "1040-NR": 16, | |
| "1040-SR": 16, | |
| "1040-X": 32, | |
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| "BROKERAGE_STATEMENT": 32, | |
| "BUSINESS_SALES_LEDGER": 16, | |
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| "CHARITY_EVENT_RECEIPT": 32, | |
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| "CREDIT_CARD_STATEMENT": 48, | |
| "CRYPTO_TAX_REPORT": 32, | |
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| "ESTIMATED_TAX_PAYMENT_CONFIRMATION": 32, | |
| "FOREIGN_GIFT_RECORD": 16, | |
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| "HSA_ACCOUNT_STATEMENT": 32, | |
| "INSURANCE_DOCUMENT": 32, | |
| "K-1-1041": 32, | |
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| "K-1-1120-S": 32, | |
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| "MEDICAL_RECEIPT": 32, | |
| "MORTGAGE_STATEMENT": 32, | |
| "NONCASH_DONATION_ACKNOWLEDGMENT": 16, | |
| "OTHER_TAX_FORM": 36, | |
| "PAYSTUB": 32, | |
| "PERSONAL_GIFT_LETTER": 16, | |
| "PROFIT_AND_LOSS_STATEMENT": 32, | |
| "PROPERTY_TAX_BILL": 32, | |
| "PURCHASE_RECEIPT": 32, | |
| "RENTAL_INCOME_RECORD": 16, | |
| "RETIREMENT_ACCOUNT_STATEMENT": 32, | |
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| "SCHEDULE-B": 16, | |
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| "TAX_INSTRUCTIONS": 22, | |
| "UNKNOWN_DOCUMENT": 58, | |
| "VEHICLE_DONATION_ACKNOWLEDGMENT": 16, | |
| "W-2": 32, | |
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| "W-4": 16, | |
| "W-9": 32 | |
| }, | |
| "test": { | |
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| "BROKERAGE_STATEMENT": 32, | |
| "BUSINESS_SALES_LEDGER": 16, | |
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| "CHARITY_EVENT_RECEIPT": 32, | |
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| "CREDIT_CARD_STATEMENT": 48, | |
| "CRYPTO_TAX_REPORT": 32, | |
| "DONATION_APPEAL": 32, | |
| "ESTIMATED_TAX_PAYMENT_CONFIRMATION": 32, | |
| "FOREIGN_GIFT_RECORD": 16, | |
| "GIFT_TRANSFER_AGREEMENT": 16, | |
| "HSA_ACCOUNT_STATEMENT": 32, | |
| "INSURANCE_DOCUMENT": 32, | |
| "K-1-1041": 32, | |
| "K-1-1065": 32, | |
| "K-1-1120-S": 32, | |
| "LOAN_STATEMENT": 32, | |
| "MEDICAL_RECEIPT": 32, | |
| "MORTGAGE_STATEMENT": 32, | |
| "NONCASH_DONATION_ACKNOWLEDGMENT": 16, | |
| "OTHER_TAX_FORM": 36, | |
| "PAYSTUB": 32, | |
| "PERSONAL_GIFT_LETTER": 16, | |
| "PROFIT_AND_LOSS_STATEMENT": 32, | |
| "PROPERTY_TAX_BILL": 32, | |
| "PURCHASE_RECEIPT": 32, | |
| "RENTAL_INCOME_RECORD": 16, | |
| "RETIREMENT_ACCOUNT_STATEMENT": 32, | |
| "SCHEDULE-A": 16, | |
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| "SCHEDULE-C": 32, | |
| "SCHEDULE-D": 16, | |
| "SCHEDULE-E": 32, | |
| "SCHEDULE-F": 16, | |
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| "TAX_INSTRUCTIONS": 31, | |
| "UNKNOWN_DOCUMENT": 64, | |
| "VEHICLE_DONATION_ACKNOWLEDGMENT": 16, | |
| "W-2": 32, | |
| "W-2C": 32, | |
| "W-2G": 32, | |
| "W-4": 16, | |
| "W-9": 32 | |
| } | |
| }, | |
| "document_family": { | |
| "train": { | |
| "1040": 432, | |
| "1041": 48, | |
| "1065": 48, | |
| "1095": 336, | |
| "1098": 448, | |
| "1099": 1680, | |
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| "BANK_STATEMENT": 176, | |
| "BUSINESS_RECORD": 224, | |
| "CREDIT_CARD_STATEMENT": 176, | |
| "CRYPTO_TAX_REPORT": 128, | |
| "DONATION_APPEAL": 112, | |
| "DONATION_RECORD": 320, | |
| "GIFT_RECORD": 144, | |
| "INSURANCE_DOCUMENT": 128, | |
| "INVESTMENT_STATEMENT": 384, | |
| "K-1": 336, | |
| "LOAN_STATEMENT": 256, | |
| "MEDICAL_RECEIPT": 112, | |
| "OTHER_TAX_FORM": 216, | |
| "PAYSTUB": 128, | |
| "PLEDGE_NOTICE": 48, | |
| "PROPERTY_TAX_BILL": 128, | |
| "PURCHASE_RECEIPT": 112, | |
| "SCHEDULE": 464, | |
| "TAX_INSTRUCTIONS": 84, | |
| "TAX_PAYMENT_CONFIRMATION": 112, | |
| "UNKNOWN_DOCUMENT": 260, | |
| "W-2": 224, | |
| "W-2G": 112, | |
| "W-4": 48, | |
| "W-9": 112 | |
| }, | |
| "validation": { | |
| "1040": 128, | |
| "1041": 16, | |
| "1065": 16, | |
| "1095": 96, | |
| "1098": 128, | |
| "1099": 480, | |
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| "8962": 16, | |
| "BANK_STATEMENT": 48, | |
| "BUSINESS_RECORD": 64, | |
| "CREDIT_CARD_STATEMENT": 48, | |
| "CRYPTO_TAX_REPORT": 32, | |
| "DONATION_APPEAL": 32, | |
| "DONATION_RECORD": 96, | |
| "GIFT_RECORD": 48, | |
| "INSURANCE_DOCUMENT": 32, | |
| "INVESTMENT_STATEMENT": 96, | |
| "K-1": 96, | |
| "LOAN_STATEMENT": 64, | |
| "MEDICAL_RECEIPT": 32, | |
| "OTHER_TAX_FORM": 36, | |
| "PAYSTUB": 32, | |
| "PLEDGE_NOTICE": 16, | |
| "PROPERTY_TAX_BILL": 32, | |
| "PURCHASE_RECEIPT": 32, | |
| "SCHEDULE": 144, | |
| "TAX_INSTRUCTIONS": 22, | |
| "TAX_PAYMENT_CONFIRMATION": 32, | |
| "UNKNOWN_DOCUMENT": 58, | |
| "W-2": 64, | |
| "W-2G": 32, | |
| "W-4": 16, | |
| "W-9": 32 | |
| }, | |
| "test": { | |
| "1040": 128, | |
| "1041": 16, | |
| "1065": 16, | |
| "1095": 96, | |
| "1098": 128, | |
| "1099": 480, | |
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| "8962": 16, | |
| "BANK_STATEMENT": 48, | |
| "BUSINESS_RECORD": 64, | |
| "CREDIT_CARD_STATEMENT": 48, | |
| "CRYPTO_TAX_REPORT": 32, | |
| "DONATION_APPEAL": 32, | |
| "DONATION_RECORD": 96, | |
| "GIFT_RECORD": 48, | |
| "INSURANCE_DOCUMENT": 32, | |
| "INVESTMENT_STATEMENT": 96, | |
| "K-1": 96, | |
| "LOAN_STATEMENT": 64, | |
| "MEDICAL_RECEIPT": 32, | |
| "OTHER_TAX_FORM": 36, | |
| "PAYSTUB": 32, | |
| "PLEDGE_NOTICE": 16, | |
| "PROPERTY_TAX_BILL": 32, | |
| "PURCHASE_RECEIPT": 32, | |
| "SCHEDULE": 144, | |
| "TAX_INSTRUCTIONS": 31, | |
| "TAX_PAYMENT_CONFIRMATION": 32, | |
| "UNKNOWN_DOCUMENT": 64, | |
| "W-2": 64, | |
| "W-2G": 32, | |
| "W-4": 16, | |
| "W-9": 32 | |
| } | |
| } | |
| }, | |
| "group_count": 404, | |
| "cross_split_group_leaks": 0, | |
| "cross_split_exact_text_leaks": 0, | |
| "cross_split_numeric_normalized_leaks": 0, | |
| "generator": { | |
| "dropped_normalized_duplicates": { | |
| "TAX_INSTRUCTIONS": 39, | |
| "UNKNOWN_DOCUMENT": 10 | |
| } | |
| }, | |
| "word_count": { | |
| "v1_0_rows_mean": 34.5, | |
| "v1_1_rows_mean": 84.4, | |
| "v1_1_rows_p90": 151 | |
| }, | |
| "v1_1_layout_counts": { | |
| "columns": 1215, | |
| "boxed": 592, | |
| "flat": 1207, | |
| "markdown": 1219, | |
| "stacked": 1208, | |
| "inline": 1215, | |
| "csv": 615 | |
| }, | |
| "v1_1_title_mode_counts": { | |
| "top": 5110, | |
| "none": 1090, | |
| "bottom": 1071 | |
| }, | |
| "v1_1_ocr_noise_rows": 1482, | |
| "parquet_round_trip": "passed", | |
| "CSV_text_and_label_round_trip": "passed", | |
| "all_labels_present_in_all_splits": true, | |
| "held_out_design": { | |
| "per_label_layout": "for each generated label one of six layouts appears only in test and one only in validation", | |
| "OTHER_TAX_FORM": { | |
| "test_forms": [ | |
| "3922", | |
| "1098-Q" | |
| ], | |
| "validation_forms": [ | |
| "1042-S", | |
| "5498-QA" | |
| ] | |
| }, | |
| "UNKNOWN_DOCUMENT": { | |
| "test_kinds": [ | |
| "school_newsletter", | |
| "medical_eob_letter", | |
| "resume", | |
| "gradebook" | |
| ], | |
| "validation_kinds": [ | |
| "jury_summons", | |
| "tax_prep_flyer", | |
| "blank_scan", | |
| "inventory_sheet" | |
| ] | |
| } | |
| }, | |
| "annotation": "v1.0 rows single_AI; v1.1 rows programmatic ground truth from the generator", | |
| "origin": "synthetic_only", | |
| "real_filled_taxpayer_documents": 0, | |
| "independent_expert_review": false, | |
| "production_ready": false, | |
| "paired_header_masked_view": "robustness_views/test_header_masked_v1_1.parquet re-renders generated test rows without title lines; shares records with test", | |
| "no_application_code_changes": true | |
| } | |