| { |
| "@context": { |
| "@language": "en", |
| "@vocab": "https://schema.org/", |
| "arrayShape": "cr:arrayShape", |
| "citeAs": "cr:citeAs", |
| "column": "cr:column", |
| "conformsTo": "dct:conformsTo", |
| "cr": "http://mlcommons.org/croissant/", |
| "data": { "@id": "cr:data", "@type": "@json" }, |
| "dataBiases": "cr:dataBiases", |
| "dataCollection": "cr:dataCollection", |
| "dataType": { "@id": "cr:dataType", "@type": "@vocab" }, |
| "dct": "http://purl.org/dc/terms/", |
| "extract": "cr:extract", |
| "field": "cr:field", |
| "fileProperty": "cr:fileProperty", |
| "fileObject": "cr:fileObject", |
| "fileSet": "cr:fileSet", |
| "format": "cr:format", |
| "includes": "cr:includes", |
| "isArray": "cr:isArray", |
| "isLiveDataset": "cr:isLiveDataset", |
| "jsonPath": "cr:jsonPath", |
| "key": "cr:key", |
| "md5": "cr:md5", |
| "parentField": "cr:parentField", |
| "path": "cr:path", |
| "personalSensitiveInformation": "cr:personalSensitiveInformation", |
| "recordSet": "cr:recordSet", |
| "references": "cr:references", |
| "regex": "cr:regex", |
| "repeated": "cr:repeated", |
| "replace": "cr:replace", |
| "sc": "https://schema.org/", |
| "separator": "cr:separator", |
| "source": "cr:source", |
| "subField": "cr:subField", |
| "transform": "cr:transform" |
| }, |
| "@type": "sc:Dataset", |
| "distribution": [ |
| { |
| "@type": "cr:FileObject", |
| "@id": "repo", |
| "name": "repo", |
| "description": "The Hugging Face git repository.", |
| "contentUrl": "https://huggingface.co/datasets/gtfintechlab/all_annotated_sentences_25000/tree/refs%2Fconvert%2Fparquet", |
| "encodingFormat": "git+https", |
| "sha256": "https://github.com/mlcommons/croissant/issues/80" |
| }, |
| { |
| "@type": "cr:FileSet", |
| "@id": "parquet-files-for-config-5768", |
| "containedIn": { "@id": "repo" }, |
| "encodingFormat": "application/x-parquet", |
| "includes": "5768/*/*.parquet" |
| }, |
| { |
| "@type": "cr:FileSet", |
| "@id": "parquet-files-for-config-78516", |
| "containedIn": { "@id": "repo" }, |
| "encodingFormat": "application/x-parquet", |
| "includes": "78516/*/*.parquet" |
| }, |
| { |
| "@type": "cr:FileSet", |
| "@id": "parquet-files-for-config-944601", |
| "containedIn": { "@id": "repo" }, |
| "encodingFormat": "application/x-parquet", |
| "includes": "944601/*/*.parquet" |
| } |
| ], |
| "recordSet": [ |
| { |
| "@type": "cr:RecordSet", |
| "dataType": "cr:Split", |
| "key": { "@id": "5768_splits/split_name" }, |
| "@id": "5768_splits", |
| "name": "5768_splits", |
| "description": "Splits for the 5768 config.", |
| "field": [ |
| { |
| "@type": "cr:Field", |
| "@id": "5768_splits/split_name", |
| "dataType": "sc:Text" |
| } |
| ], |
| "data": [ |
| { "5768_splits/split_name": "train" }, |
| { "5768_splits/split_name": "test" }, |
| { "5768_splits/split_name": "val" } |
| ] |
| }, |
| { |
| "@type": "cr:RecordSet", |
| "@id": "5768", |
| "description": "gtfintechlab/all_annotated_sentences_25000 - '5768' subset\n\nAdditional information:\n- 3 splits: train, test, val", |
| "field": [ |
| { |
| "@type": "cr:Field", |
| "@id": "5768/split", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-5768" }, |
| "extract": { "fileProperty": "fullpath" }, |
| "transform": { |
| "regex": "5768/(?:partial-)?(train|test|val)/.+parquet$" |
| } |
| }, |
| "references": { "field": { "@id": "5768_splits/split_name" } } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "5768/sentences", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-5768" }, |
| "extract": { "column": "sentences" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "5768/stance_label", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-5768" }, |
| "extract": { "column": "stance_label" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "5768/time_label", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-5768" }, |
| "extract": { "column": "time_label" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "5768/certain_label", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-5768" }, |
| "extract": { "column": "certain_label" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "5768/year", |
| "dataType": "cr:Int64", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-5768" }, |
| "extract": { "column": "year" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "5768/bank_name", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-5768" }, |
| "extract": { "column": "bank_name" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "5768/__index_level_0__", |
| "dataType": "cr:Int64", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-5768" }, |
| "extract": { "column": "__index_level_0__" } |
| } |
| } |
| ] |
| }, |
| { |
| "@type": "cr:RecordSet", |
| "dataType": "cr:Split", |
| "key": { "@id": "78516_splits/split_name" }, |
| "@id": "78516_splits", |
| "name": "78516_splits", |
| "description": "Splits for the 78516 config.", |
| "field": [ |
| { |
| "@type": "cr:Field", |
| "@id": "78516_splits/split_name", |
| "dataType": "sc:Text" |
| } |
| ], |
| "data": [ |
| { "78516_splits/split_name": "train" }, |
| { "78516_splits/split_name": "test" }, |
| { "78516_splits/split_name": "val" } |
| ] |
| }, |
| { |
| "@type": "cr:RecordSet", |
| "@id": "78516", |
| "description": "gtfintechlab/all_annotated_sentences_25000 - '78516' subset\n\nAdditional information:\n- 3 splits: train, test, val", |
| "field": [ |
| { |
| "@type": "cr:Field", |
| "@id": "78516/split", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-78516" }, |
| "extract": { "fileProperty": "fullpath" }, |
| "transform": { |
| "regex": "78516/(?:partial-)?(train|test|val)/.+parquet$" |
| } |
| }, |
| "references": { "field": { "@id": "78516_splits/split_name" } } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "78516/sentences", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-78516" }, |
| "extract": { "column": "sentences" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "78516/stance_label", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-78516" }, |
| "extract": { "column": "stance_label" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "78516/time_label", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-78516" }, |
| "extract": { "column": "time_label" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "78516/certain_label", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-78516" }, |
| "extract": { "column": "certain_label" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "78516/year", |
| "dataType": "cr:Int64", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-78516" }, |
| "extract": { "column": "year" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "78516/bank_name", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-78516" }, |
| "extract": { "column": "bank_name" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "78516/__index_level_0__", |
| "dataType": "cr:Int64", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-78516" }, |
| "extract": { "column": "__index_level_0__" } |
| } |
| } |
| ] |
| }, |
| { |
| "@type": "cr:RecordSet", |
| "dataType": "cr:Split", |
| "key": { "@id": "944601_splits/split_name" }, |
| "@id": "944601_splits", |
| "name": "944601_splits", |
| "description": "Splits for the 944601 config.", |
| "field": [ |
| { |
| "@type": "cr:Field", |
| "@id": "944601_splits/split_name", |
| "dataType": "sc:Text" |
| } |
| ], |
| "data": [ |
| { "944601_splits/split_name": "train" }, |
| { "944601_splits/split_name": "test" }, |
| { "944601_splits/split_name": "val" } |
| ] |
| }, |
| { |
| "@type": "cr:RecordSet", |
| "@id": "944601", |
| "description": "gtfintechlab/all_annotated_sentences_25000 - '944601' subset\n\nAdditional information:\n- 3 splits: train, test, val", |
| "field": [ |
| { |
| "@type": "cr:Field", |
| "@id": "944601/split", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-944601" }, |
| "extract": { "fileProperty": "fullpath" }, |
| "transform": { |
| "regex": "944601/(?:partial-)?(train|test|val)/.+parquet$" |
| } |
| }, |
| "references": { "field": { "@id": "944601_splits/split_name" } } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "944601/sentences", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-944601" }, |
| "extract": { "column": "sentences" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "944601/stance_label", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-944601" }, |
| "extract": { "column": "stance_label" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "944601/time_label", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-944601" }, |
| "extract": { "column": "time_label" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "944601/certain_label", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-944601" }, |
| "extract": { "column": "certain_label" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "944601/year", |
| "dataType": "cr:Int64", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-944601" }, |
| "extract": { "column": "year" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "944601/bank_name", |
| "dataType": "sc:Text", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-944601" }, |
| "extract": { "column": "bank_name" } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "944601/__index_level_0__", |
| "dataType": "cr:Int64", |
| "source": { |
| "fileSet": { "@id": "parquet-files-for-config-944601" }, |
| "extract": { "column": "__index_level_0__" } |
| } |
| } |
| ] |
| } |
| ], |
| "conformsTo": "http://mlcommons.org/croissant/1.1", |
| "name": "all_annotated_sentences_25000", |
| "description": "\n\t\n\t\t\n\t\tDataset Summary\n\t\n\nFor dataset summary, please refer to https://huggingface.co/datasets/gtfintechlab/all_annotated_sentences_25000\n\n\t\n\t\t\n\t\tAdditional Information\n\t\n\nThis dataset is annotated across three different labels: Stance Detection, Temporal Classification, and Uncertainty Estimation. The labels have four, two, and two unique values that they can hold, respectively. This dataset contains 25,000 sentences taken from the meeting minutes of the 25 central banks referenced in our… See the full description on the dataset page: https://huggingface.co/datasets/gtfintechlab/all_annotated_sentences_25000.", |
| "alternateName": [ |
| "gtfintechlab/all_annotated_sentences_25000", |
| "all_annotated_sentences_25000" |
| ], |
| "creator": { |
| "@type": "Organization", |
| "name": "Financial Services Innovation Lab, Georgia Tech", |
| "url": "https://huggingface.co/gtfintechlab" |
| }, |
| "keywords": [ |
| "text-classification", |
| "English", |
| "cc-by-nc-sa-4.0", |
| "10K - 100K", |
| "parquet", |
| "Tabular", |
| "Text", |
| "Datasets", |
| "pandas", |
| "Croissant", |
| "Polars", |
| "arxiv:2410.20651", |
| "🇺🇸 Region: US", |
| "finance", |
| "econ" |
| ], |
| "license": "https://choosealicense.com/licenses/cc-by-nc-sa-4.0/", |
| "url": "https://huggingface.co/datasets/gtfintechlab/all_annotated_sentences_25000" |
| } |
