edgar-corpus / README.md
max-gartz's picture
Duplicate from eloukas/edgar-corpus
6fc1a0e
metadata
dataset_info:
  - config_name: .
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 40306320885
        num_examples: 220375
    download_size: 10734208660
    dataset_size: 40306320885
  - config_name: full
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 32237457024
        num_examples: 176289
      - name: validation
        num_bytes: 4023129683
        num_examples: 22050
      - name: test
        num_bytes: 4045734178
        num_examples: 22036
    download_size: 40699852536
    dataset_size: 40306320885
  - config_name: year_1993
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 112714537
        num_examples: 1060
      - name: validation
        num_bytes: 13584432
        num_examples: 133
      - name: test
        num_bytes: 14520566
        num_examples: 133
    download_size: 141862572
    dataset_size: 140819535
  - config_name: year_1994
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 198955093
        num_examples: 2083
      - name: validation
        num_bytes: 23432307
        num_examples: 261
      - name: test
        num_bytes: 26115768
        num_examples: 260
    download_size: 250411041
    dataset_size: 248503168
  - config_name: year_1995
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 356959049
        num_examples: 4110
      - name: validation
        num_bytes: 42781161
        num_examples: 514
      - name: test
        num_bytes: 45275568
        num_examples: 514
    download_size: 448617549
    dataset_size: 445015778
  - config_name: year_1996
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 738506135
        num_examples: 7589
      - name: validation
        num_bytes: 89873905
        num_examples: 949
      - name: test
        num_bytes: 91248882
        num_examples: 949
    download_size: 926536700
    dataset_size: 919628922
  - config_name: year_1997
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 854201733
        num_examples: 8084
      - name: validation
        num_bytes: 103167272
        num_examples: 1011
      - name: test
        num_bytes: 106843950
        num_examples: 1011
    download_size: 1071898139
    dataset_size: 1064212955
  - config_name: year_1998
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 904075497
        num_examples: 8040
      - name: validation
        num_bytes: 112630658
        num_examples: 1006
      - name: test
        num_bytes: 113308750
        num_examples: 1005
    download_size: 1137887615
    dataset_size: 1130014905
  - config_name: year_1999
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 911374885
        num_examples: 7864
      - name: validation
        num_bytes: 118614261
        num_examples: 984
      - name: test
        num_bytes: 116706581
        num_examples: 983
    download_size: 1154736765
    dataset_size: 1146695727
  - config_name: year_2000
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 926444625
        num_examples: 7589
      - name: validation
        num_bytes: 113264749
        num_examples: 949
      - name: test
        num_bytes: 114605470
        num_examples: 949
    download_size: 1162526814
    dataset_size: 1154314844
  - config_name: year_2001
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 964631161
        num_examples: 7181
      - name: validation
        num_bytes: 117509010
        num_examples: 898
      - name: test
        num_bytes: 116141097
        num_examples: 898
    download_size: 1207790205
    dataset_size: 1198281268
  - config_name: year_2002
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1049271720
        num_examples: 6636
      - name: validation
        num_bytes: 128339491
        num_examples: 830
      - name: test
        num_bytes: 128444184
        num_examples: 829
    download_size: 1317817728
    dataset_size: 1306055395
  - config_name: year_2003
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1027557690
        num_examples: 6672
      - name: validation
        num_bytes: 126684704
        num_examples: 834
      - name: test
        num_bytes: 130672979
        num_examples: 834
    download_size: 1297227566
    dataset_size: 1284915373
  - config_name: year_2004
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1129657843
        num_examples: 7111
      - name: validation
        num_bytes: 147499772
        num_examples: 889
      - name: test
        num_bytes: 147890092
        num_examples: 889
    download_size: 1439663100
    dataset_size: 1425047707
  - config_name: year_2005
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1200714441
        num_examples: 7113
      - name: validation
        num_bytes: 161003977
        num_examples: 890
      - name: test
        num_bytes: 160727195
        num_examples: 889
    download_size: 1538876195
    dataset_size: 1522445613
  - config_name: year_2006
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1286566049
        num_examples: 7064
      - name: validation
        num_bytes: 160843494
        num_examples: 883
      - name: test
        num_bytes: 163270601
        num_examples: 883
    download_size: 1628452618
    dataset_size: 1610680144
  - config_name: year_2007
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1296737173
        num_examples: 6683
      - name: validation
        num_bytes: 166735560
        num_examples: 836
      - name: test
        num_bytes: 156399535
        num_examples: 835
    download_size: 1637502176
    dataset_size: 1619872268
  - config_name: year_2008
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1525698198
        num_examples: 7408
      - name: validation
        num_bytes: 190034435
        num_examples: 927
      - name: test
        num_bytes: 187659976
        num_examples: 926
    download_size: 1924164839
    dataset_size: 1903392609
  - config_name: year_2009
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1547816260
        num_examples: 7336
      - name: validation
        num_bytes: 188897783
        num_examples: 917
      - name: test
        num_bytes: 196463897
        num_examples: 917
    download_size: 1954076983
    dataset_size: 1933177940
  - config_name: year_2010
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1493505900
        num_examples: 7013
      - name: validation
        num_bytes: 192695567
        num_examples: 877
      - name: test
        num_bytes: 191482640
        num_examples: 877
    download_size: 1897687327
    dataset_size: 1877684107
  - config_name: year_2011
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1481486551
        num_examples: 6724
      - name: validation
        num_bytes: 190781558
        num_examples: 841
      - name: test
        num_bytes: 185869151
        num_examples: 840
    download_size: 1877396421
    dataset_size: 1858137260
  - config_name: year_2012
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1463496224
        num_examples: 6479
      - name: validation
        num_bytes: 186247306
        num_examples: 810
      - name: test
        num_bytes: 185923601
        num_examples: 810
    download_size: 1854377191
    dataset_size: 1835667131
  - config_name: year_2013
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1468172419
        num_examples: 6372
      - name: validation
        num_bytes: 183570866
        num_examples: 797
      - name: test
        num_bytes: 182495750
        num_examples: 796
    download_size: 1852839009
    dataset_size: 1834239035
  - config_name: year_2014
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1499451593
        num_examples: 6261
      - name: validation
        num_bytes: 181568907
        num_examples: 783
      - name: test
        num_bytes: 181046535
        num_examples: 783
    download_size: 1880963095
    dataset_size: 1862067035
  - config_name: year_2015
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1472346721
        num_examples: 6028
      - name: validation
        num_bytes: 180128910
        num_examples: 754
      - name: test
        num_bytes: 189210252
        num_examples: 753
    download_size: 1860303134
    dataset_size: 1841685883
  - config_name: year_2016
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1471605426
        num_examples: 5812
      - name: validation
        num_bytes: 178310005
        num_examples: 727
      - name: test
        num_bytes: 177481471
        num_examples: 727
    download_size: 1845967492
    dataset_size: 1827396902
  - config_name: year_2017
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1459021126
        num_examples: 5635
      - name: validation
        num_bytes: 174360913
        num_examples: 705
      - name: test
        num_bytes: 184398250
        num_examples: 704
    download_size: 1836306408
    dataset_size: 1817780289
  - config_name: year_2018
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1433409319
        num_examples: 5508
      - name: validation
        num_bytes: 181466460
        num_examples: 689
      - name: test
        num_bytes: 182594965
        num_examples: 688
    download_size: 1815810567
    dataset_size: 1797470744
  - config_name: year_2019
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1421232269
        num_examples: 5354
      - name: validation
        num_bytes: 175603562
        num_examples: 670
      - name: test
        num_bytes: 176336174
        num_examples: 669
    download_size: 1791237155
    dataset_size: 1773172005
  - config_name: year_2020
    features:
      - name: filename
        dtype: string
      - name: cik
        dtype: string
      - name: year
        dtype: string
      - name: section_1
        dtype: string
      - name: section_1A
        dtype: string
      - name: section_1B
        dtype: string
      - name: section_2
        dtype: string
      - name: section_3
        dtype: string
      - name: section_4
        dtype: string
      - name: section_5
        dtype: string
      - name: section_6
        dtype: string
      - name: section_7
        dtype: string
      - name: section_7A
        dtype: string
      - name: section_8
        dtype: string
      - name: section_9
        dtype: string
      - name: section_9A
        dtype: string
      - name: section_9B
        dtype: string
      - name: section_10
        dtype: string
      - name: section_11
        dtype: string
      - name: section_12
        dtype: string
      - name: section_13
        dtype: string
      - name: section_14
        dtype: string
      - name: section_15
        dtype: string
    splits:
      - name: train
        num_bytes: 1541847387
        num_examples: 5480
      - name: validation
        num_bytes: 193498658
        num_examples: 686
      - name: test
        num_bytes: 192600298
        num_examples: 685
    download_size: 1946916132
    dataset_size: 1927946343
annotations_creators:
  - no-annotation
language:
  - en
language_creators:
  - other
license:
  - apache-2.0
multilinguality:
  - monolingual
pretty_name: EDGAR-CORPUS (10-K Filings from 1999 to 2020)
size_categories:
  - 100K<n<1M
source_datasets:
  - extended|other
tags:
  - research papers
  - edgar
  - sec
  - finance
  - financial
  - filings
  - 10K
  - 10-K
  - nlp
  - research
  - econlp
  - economics
  - business
task_categories:
  - other
task_ids: []
duplicated_from: eloukas/edgar-corpus

Dataset Card for [EDGAR-CORPUS]

Table of Contents

Dataset Description

  • Point of Contact: Lefteris Loukas

Dataset Summary

This dataset card is based on the paper EDGAR-CORPUS: Billions of Tokens Make The World Go Round authored by Lefteris Loukas et.al, as published in the ECONLP 2021 workshop.

This dataset contains the annual reports of public companies from 1993-2020 from SEC EDGAR filings.

There is supported functionality to load a specific year.

Care: since this is a corpus dataset, different train/val/test splits do not have any special meaning. It's the default HF card format to have train/val/test splits.

If you wish to load specific year(s) of specific companies, you probably want to use the open-source software which generated this dataset, EDGAR-CRAWLER: https://github.com/nlpaueb/edgar-crawler.

Supported Tasks

This is a raw dataset/corpus for financial NLP. As such, there are no annotations or labels.

Languages

The EDGAR Filings are in English.

Dataset Structure

Data Instances

Refer to the dataset preview.

Data Fields

filename: Name of file on EDGAR from which the report was extracted.
cik: EDGAR identifier for a firm.
year: Year of report.
section_1: Corressponding section of the Annual Report.
section_1A: Corressponding section of the Annual Report.
section_1B: Corressponding section of the Annual Report.
section_2: Corressponding section of the Annual Report.
section_3: Corressponding section of the Annual Report.
section_4: Corressponding section of the Annual Report.
section_5: Corressponding section of the Annual Report.
section_6: Corressponding section of the Annual Report.
section_7: Corressponding section of the Annual Report.
section_7A: Corressponding section of the Annual Report.
section_8: Corressponding section of the Annual Report.
section_9: Corressponding section of the Annual Report.
section_9A: Corressponding section of the Annual Report.
section_9B: Corressponding section of the Annual Report.
section_10: Corressponding section of the Annual Report.
section_11: Corressponding section of the Annual Report.
section_12: Corressponding section of the Annual Report.
section_13: Corressponding section of the Annual Report.
section_14: Corressponding section of the Annual Report.
section_15: Corressponding section of the Annual Report.

import datasets

# Load the entire dataset
raw_dataset = datasets.load_dataset("eloukas/edgar-corpus", "full")

# Load a specific year and split
year_1993_training_dataset = datasets.load_dataset("eloukas/edgar-corpus", "year_1993", split="train")

Data Splits

Config Training Validation Test
full 176,289 22,050 22,036
year_1993 1,060 133 133
year_1994 2,083 261 260
year_1995 4,110 514 514
year_1996 7,589 949 949
year_1997 8,084 1,011 1,011
year_1998 8,040 1,006 1,005
year_1999 7,864 984 983
year_2000 7,589 949 949
year_2001 7,181 898 898
year_2002 6,636 830 829
year_2003 6,672 834 834
year_2004 7,111 889 889
year_2005 7,113 890 889
year_2006 7,064 883 883
year_2007 6,683 836 835
year_2008 7,408 927 926
year_2009 7,336 917 917
year_2010 7,013 877 877
year_2011 6,724 841 840
year_2012 6,479 810 810
year_2013 6,372 797 796
year_2014 6,261 783 783
year_2015 6,028 754 753
year_2016 5,812 727 727
year_2017 5,635 705 704
year_2018 5,508 689 688
year_2019 5,354 670 669
year_2020 5,480 686 685

Dataset Creation

Source Data

Initial Data Collection and Normalization

Initial data was collected and processed by the authors of the research paper EDGAR-CORPUS: Billions of Tokens Make The World Go Round.

Who are the source language producers?

Public firms filing with the SEC.

Annotations

Annotation process

NA

Who are the annotators?

NA

Personal and Sensitive Information

The dataset contains public filings data from SEC.

Considerations for Using the Data

Social Impact of Dataset

Low to none.

Discussion of Biases

The dataset is about financial information of public companies and as such the tone and style of text is in line with financial literature.

Other Known Limitations

The dataset needs further cleaning for improved performance.

Additional Information

Licensing Information

EDGAR data is publicly available.

Shoutout

Huge shoutout to @JanosAudran for the HF Card setup!

Citation

If this work helps or inspires you in any way, please consider citing the relevant paper published at the 3rd Economics and Natural Language Processing (ECONLP) workshop at EMNLP 2021 (Punta Cana, Dominican Republic):

@inproceedings{loukas-etal-2021-edgar,
    title = "{EDGAR}-{CORPUS}: Billions of Tokens Make The World Go Round",
    author = "Loukas, Lefteris  and
      Fergadiotis, Manos  and
      Androutsopoulos, Ion  and
      Malakasiotis, Prodromos",
    booktitle = "Proceedings of the Third Workshop on Economics and Natural Language Processing",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.econlp-1.2",
    pages = "13--18",
}

References

  • [Research Paper] Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, and, Prodromos Malakasiotis. EDGAR-CORPUS: Billions of Tokens Make The World Go Round. Third Workshop on Economics and Natural Language Processing (ECONLP). https://arxiv.org/abs/2109.14394 - Punta Cana, Dominican Republic, November 2021.

  • [Software] Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, and, Prodromos Malakasiotis. EDGAR-CRAWLER. https://github.com/nlpaueb/edgar-crawler (2021)

  • [EDGAR CORPUS, but in zip files] EDGAR CORPUS: A corpus for financial NLP research, built from SEC's EDGAR. https://zenodo.org/record/5528490 (2021)

  • [Word Embeddings] EDGAR-W2V: Word2vec Embeddings trained on EDGAR-CORPUS. https://zenodo.org/record/5524358 (2021)

  • [Applied Research paper where EDGAR-CORPUS is used] Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, and, George Paliouras. FiNER: Financial Numeric Entity Recognition for XBRL Tagging. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). https://doi.org/10.18653/v1/2022.acl-long.303 (2022)