A Corpus of 21st Century Scots Texts

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Corpus Statistics

Total words in corpus : 1,507,934
Total unique words : 84,230
The next target size for this corpus is two million words, it seems like a decent size for twenty years of texts, compared to other corpora.
Dialect total wordcounts

Lallans - 863,146 (57.2%)
Doric - 340,201 (22.6%)
Ulster - 146,624 (9.7%)
Southern - 85,559 (5.7%)
Shetland - 44,695 (3%)
Orkney - 27,709 (1.8%)
The target is to have no more than 40% of the corpus in a single dialect and no less than 5%.

Genre total wordcounts

prose - 780,301 (51.7%)
twitter - 279,691 (18.5%)
poetry - 127,059 (8.4%)
blog - 108,961 (7.2%)
weans - 96,026 (6.4%)
newspaper - 83,242 (5.5%)
government - 32,654 (2.2%)
The target is to have no genre accounting for more than 35% of the corpus.

Author word count

Total authors - 225
Leslie, Deborah - 59,388 words in 3 articles (3.9%)
Fairnie, Robert - 56,469 words in 25 articles (3.7%)
McHardy, Stuart - 55,413 words in 2 articles (3.7%)
Blackhall, Sheena - 54,982 words in 4 articles (3.6%)
Fitt, Matthew - 52,552 words in 6 articles (3.5%)
Percy, Ely - 50,260 words in 3 articles (3.3%)
Ulster-Scots Language Society - 48,611 words in 1 articles (3.2%)
Donovan, Anne - 46,383 words in 3 articles (3.1%)
Burnett, Colin - 45,017 words in 4 articles (3%)
Smith, Alex - 43,759 words in 2 articles (2.9%)
Bennett, Peter - 41,361 words in 19 articles (2.7%)
Hay, Gordon M. - 30,652 words in 1 articles (2%)
Halfpenny, Cameron - 29,768 words in 1 articles (2%)
Forde, Iain W D - 29,741 words in 2 articles (2%)
Rennie, Susan - 28,924 words in 5 articles (1.9%)
Hutchison, Pat - 28,388 words in 12 articles (1.9%)
Morrison-Smyth, Anne - 27,457 words in 1 articles (1.8%)
Wilson, Rab - 22,339 words in 2 articles (1.5%)
Rodger, Matt - 20,514 words in 1 articles (1.4%)
Fleemin, Sandy - 18,674 words in 11 articles (1.2%)
Clark, Thomas - 17,022 words in 11 articles (1.1%)
McKillop, Roger - 16,606 words in 10 articles (1.1%)
Robertson, James - 16,035 words in 7 articles (1.1%)
Thomson, Mark - 13,753 words in 1 articles (0.9%)
Heather, Alistair - 12,011 words in 11 articles (0.8%)
Horsbroch, Dauvit - 11,623 words in 2 articles (0.8%)
McClurg, Fernando - 11,520 words in 12 articles (0.8%)
Grae, Emma - 11,298 words in 3 articles (0.7%)
Hubbard, Tom - 11,108 words in 3 articles (0.7%)
Thoumire, Elizabeth - 10,065 words in 11 articles (0.7%)
Philips, Cally - 9,873 words in 3 articles
Hall, Simon W. - 9,480 words in 11 articles
Gillon, Karen - 9,113 words in 1 articles
Muir, Glenn - 8,749 words in 8 articles
Dornan, Stephen - 8,324 words in 3 articles
Robinson, Philip - 7,644 words in 1 articles
Uri, Antonia - 7,309 words in 8 articles
Strachan, Shane - 6,967 words in 2 articles
Ewen, Allan - 6,727 words in 6 articles
Ulster Scots Agency - 6,420 words in 1 articles
Tait, John M - 6,195 words in 3 articles
Smith, Jamie - 5,704 words in 4 articles
Fenton, James - 5,592 words in 3 articles
Baikie, R. M. - 5,518 words in 1 articles
Purves, David C. - 5,402 words in 1 articles
Burgess, Wilson - 5,339 words in 1 articles
Clark, Sara - 5,020 words in 3 articles
Giles, Harry Josephine - 4,941 words in 4 articles
Scots Language Center - 4,855 words in 1 articles
McQueer, Chris - 4,333 words in 1 articles
Campbell, Robert - 4,117 words in 1 articles
King, Angeline - 4,033 words in 2 articles
Johnson, Mary - 3,588 words in 2 articles
Monahan Brown, Ricky - 3,123 words in 1 articles
Calderwood, Lynsey - 3,050 words in 2 articles
Pacitti, Stephen - 3,048 words in 1 articles
Cumming, John - 2,851 words in 2 articles
Stewart, Anna - 2,824 words in 1 articles
Niven, Liz - 2,643 words in 5 articles
McAlpine, Joan - 2,579 words in 1 articles
Spence, Laura - 2,559 words in 1 articles
McDonald, Hamish - 2,547 words in 2 articles
Connor, Charles P. - 2,471 words in 1 articles
Shoor Caan, Angus - 2,373 words in 2 articles
Douglas, David - 2,352 words in 1 articles
Bolland, John - 2,329 words in 1 articles
Handy, Robbie - 2,264 words in 1 articles
Curran, Doug - 2,175 words in 1 articles
Geraghty, Martin - 2,162 words in 3 articles
Neill, Willie - 2,128 words in 1 articles
Docherty, John F. - 2,122 words in 1 articles
Vettese, Raymond - 2,042 words in 1 articles
The Westender - 2,028 words in 4 articles
Farrow, Kenneth D. - 1,998 words in 2 articles
Malgrati, Paul - 1,991 words in 1 articles
Elphinstone Institute - 1,976 words in 1 articles
De Luca, Christine - 1,934 words in 7 articles
Donati, Colin - 1,830 words in 1 articles
Neill, Josie - 1,758 words in 1 articles
The Mannie Fae Unco - 1,729 words in 1 articles
Bryden, Hugh - 1,723 words in 1 articles
Towrie, David - 1,722 words in 1 articles
Peterson, George P.S. - 1,581 words in 1 articles
Holton, Brian - 1,563 words in 1 articles
Meikle, William - 1,558 words in 1 articles
Williamson, Christie - 1,550 words in 11 articles
Goodall, Phyllis J. - 1,531 words in 1 articles
Douglas, Sheila - 1,502 words in 1 articles
Campbell, Karen - 1,458 words in 1 articles
Reynolds, Charlie - 1,457 words in 4 articles
Johnson, Laureen - 1,453 words in 2 articles
Ratter, Peter - 1,420 words in 1 articles
Sutherland, Hazel - 1,412 words in 1 articles
Logan, Liam - 1,402 words in 1 articles
Tindal, Betty - 1,396 words in 1 articles
Murdoch, Steve - 1,387 words in 1 articles
Ireland, Mark - 1,378 words in 1 articles
Chalmers, Aimee - 1,361 words in 1 articles
MacInnes, Morag - 1,301 words in 1 articles
Hershaw, William - 1,287 words in 2 articles
Hodgart, John - 1,283 words in 1 articles
Manson, John - 1,283 words in 1 articles
Sandison, Iris - 1,265 words in 1 articles
Davidson, Alistair - 1,224 words in 1 articles
Ross, Derek - 1,215 words in 1 articles
Dareau, Mareau - 1,200 words in 1 articles
Forrest, Liam - 1,188 words in 1 articles
Young, Clive - 1,176 words in 1 articles
Macdonald, Amy - 1,145 words in 1 articles
Mc Rae, Thomas - 1,126 words in 1 articles
McClure, Derrick J. - 1,021 words in 1 articles
Gilmour, Rosie - 1,020 words in 7 articles
Puchowski, James - 1,017 words in 2 articles
Bremner, Stewart - 1,012 words in 1 articles
Capener, Jack - 994 words in 1 articles
Bennett, Hazel - 993 words in 1 articles
Widmann, Thomas - 984 words in 1 articles
Logan, Kirsty - 956 words in 1 articles
Neil, Gabriel - 956 words in 1 articles
Johnstone, Ian - 954 words in 1 articles
Sutherland, Hope - 954 words in 1 articles
Sinclair, James - 941 words in 3 articles
Warwick, Matthew - 938 words in 2 articles
Durie, Nick - 932 words in 1 articles
Gauld, Ilene - 895 words in 1 articles
Burns, John - 879 words in 1 articles
Eagle, Andy - 879 words in 1 articles
McPartlin, John - 861 words in 1 articles
McFarlane, Ishbel - 858 words in 4 articles
Wilson, Katie - 835 words in 1 articles
Seth-Smith, Niki - 822 words in 1 articles
McKinlay, Kieran - 821 words in 1 articles
Thompson, Mark - 820 words in 2 articles
Jamieson, Robert Alan - 814 words in 5 articles
MacMillan, Angus - 799 words in 1 articles
Waddell, John - 795 words in 1 articles
Hardie, Buff - 794 words in 1 articles
Isbister, Sonny - 791 words in 1 articles
Harvey, Lewis - 780 words in 1 articles
Miller, Alison - 780 words in 1 articles
Gibson, Darren - 779 words in 4 articles
Mackintosh, Henrietta - 741 words in 1 articles
Fenton, Janet - 738 words in 1 articles
Laurenson, Hannah Lisa - 720 words in 1 articles
Gillen, Charles - 715 words in 2 articles
Priest, Ena - 707 words in 1 articles
Shepherd, Robbie - 689 words in 1 articles
Letford, William - 664 words in 2 articles
Ritchie, John - 654 words in 1 articles
Walterson, Barbara - 652 words in 1 articles
Robson, Euan - 647 words in 1 articles
Dunnett, Nathan - 643 words in 1 articles
Johnston, Shaun - 641 words in 1 articles
Robertson, Sine - 628 words in 1 articles
Crawford, Jack - 624 words in 1 articles
Martin, Keiron - 613 words in 1 articles
Purdie, David C. - 609 words in 2 articles
Purves, David - 609 words in 1 articles
Fowler, Ross - 607 words in 1 articles
Macdonald, Ileene - 602 words in 1 articles
Wheeler, Leslie - 596 words in 1 articles
Sneddon, Alison - 583 words in 1 articles
Bowie, Tyler - 580 words in 1 articles
Diansangu, Mae - 556 words in 3 articles
Harper, Norman - 540 words in 1 articles
McClelland, Ben - 536 words in 1 articles
Riddell, Conor - 528 words in 1 articles
Hollinrake, Fran Flett - 476 words in 1 articles
Lamb, Gregor - 454 words in 1 articles
Eunson, Catherine - 454 words in 2 articles
Anderson, Elizabeth - 444 words in 1 articles
Cunningham, Liam - 436 words in 1 articles
Cartmill, Claire - 428 words in 1 articles
BardOfMilebush - 422 words in 2 articles
Paterson, Stuart A. - 417 words in 2 articles
Gillen, Charlie - 405 words in 1 articles
Grubb, Adrian - 378 words in 1 articles
McArthur, Kaydi - 364 words in 1 articles
Robertson, Gary - 343 words in 1 articles
Smyth, Anne - 335 words in 1 articles
Mainland, Jim - 303 words in 3 articles
Ultach - 300 words in 3 articles
Kerr, Oliwia, Sarah and Amber - 293 words in 1 articles
Hume, David - 280 words in 2 articles
Cara, Dillon, Ami and Travis - 272 words in 1 articles
Sinclair, Lise - 263 words in 2 articles
Paterson, Stuart - 256 words in 1 articles
Mitchell, Kiera - 256 words in 1 articles
Rebecca, Casey and Stephen - 253 words in 1 articles
Sutherland, Stella - 251 words in 2 articles
Wilson, Heidi and Isla - 240 words in 1 articles
Lamb, Darcie - 240 words in 1 articles
NewtonLass - 240 words in 1 articles
Penny, Len - 234 words in 1 articles
Ritch, Paolo - 214 words in 1 articles
Briggs, Susi - 213 words in 1 articles
Hall, Anja - 210 words in 1 articles
Peace, Courtney - 200 words in 1 articles
Thain, Gianna - 197 words in 1 articles
Wilson, Lucy - 196 words in 1 articles
Pennie, Ellen - 194 words in 1 articles
Irvine, Chloe - 176 words in 1 articles
Harper, Emma - 157 words in 1 articles
Flett, Alison - 154 words in 1 articles
Reider O'Doom - 153 words in 1 articles
Graham, Laurence - 149 words in 1 articles
Hanna, Wendy - 123 words in 1 articles
McDonald, Alistair - 121 words in 1 articles
Tait, Christian - 114 words in 1 articles
Murray, Campbell - 113 words in 1 articles
Mainland, Marlene - 107 words in 2 articles
Freeman, Rebekah - 98 words in 1 articles
Drennan, William - 93 words in 1 articles
Cowan, Fiona A - 92 words in 1 articles
Heron, Caitlin - 83 words in 1 articles
Lawrenson, Dorothy - 83 words in 1 articles
Mundair, Raman - 80 words in 1 articles
Harris, Jane - 70 words in 1 articles
Manson, Finnley - 66 words in 1 articles
Ljosland, Ragnhild - 62 words in 1 articles
Legge, Robert - 54 words in 1 articles
Stirling, Alison - 51 words in 1 articles
Forkin, Ellen - 45 words in 1 articles
Innes, Michelle - 39 words in 1 articles
St Luke's Primary Schuil, Midlothian - 34 words in 1 articles
The target is to have no author accounting for more than 4% of the corpus, and ideally to have many authors accounting for around 1%.

Twitter word count

Total tweeters - 69
52,344 words - @kennethbryce184 with 3,143 tweets in Lallans (3.5%)
14,296 words - @DoricPhrases with 852 tweets in Doric (0.9%)
11,883 words - @jax6754 with 705 tweets in Lallans (0.8%)
11,545 words - @StuartPoet with 735 tweets in Lallans (0.8%)
11,540 words - @fittiecrooners with 407 tweets in Doric (0.8%)
11,238 words - @the_gellick with 727 tweets in Ulster (0.7%)
11,196 words - @LairnScots with 636 tweets in Lallans (0.7%)
10,563 words - @Chazzbat with 614 tweets in Lallans (0.7%)
8,321 words - @FaeFoggie with 698 tweets in Doric (0.6%)
8,226 words - @rosa_alba_macd with 438 tweets in Lallans (0.5%)
7,984 words - @cligeey with 1,208 tweets in Doric (0.5%)
7,029 words - @helenmoncrieff with 414 tweets in Shetland (0.5%)
6,379 words - @DABArbuckle with 372 tweets in Lallans (0.4%)
6,290 words - @billykayscot with 347 tweets in Lallans (0.4%)
5,676 words - @Franwella with 493 tweets in Doric
4,892 words - @beast_afc with 341 tweets in Doric
4,880 words - @raiphsays with 512 tweets in Lallans
4,680 words - @Manuforti1968 with 457 tweets in Doric
4,480 words - @Seperatist_No1 with 278 tweets in Lallans
4,332 words - @MartyMacMurtrie with 259 tweets in Lallans
3,975 words - @JamieFairbairn1 with 214 tweets in Lallans
3,973 words - @DavidJWood2 with 343 tweets in Lallans
3,746 words - @Doric_Bananaman with 249 tweets in Doric
3,286 words - @tattooedselkie with 196 tweets in Shetland
3,217 words - @MartinBroon with 315 tweets in Lallans
3,085 words - @d_anderson878 with 266 tweets in Doric
2,756 words - @peediepuss with 205 tweets in Orkney
2,682 words - @jamie_ginger with 182 tweets in Southern
2,669 words - @RedValkyrie84 with 169 tweets in Shetland
2,656 words - @Julie_Dennison with 158 tweets in Shetland
2,447 words - @fairpechtoot with 163 tweets in Lallans
2,392 words - @daleser23 with 261 tweets in Doric
1,994 words - @Cobradile94 with 251 tweets in Lallans
1,880 words - @IshbelMcF with 92 tweets in Lallans
1,765 words - @cammyrudkin with 174 tweets in Southern
1,745 words - @TheFarrierPhil with 143 tweets in Ulster
1,714 words - @jack_capener with 126 tweets in Lallans
1,561 words - @mcfarlane_irene with 130 tweets in Lallans
1,552 words - @shaetlan_rose with 114 tweets in Shetland
1,535 words - @MizLiot with 89 tweets in Lallans
1,503 words - @alistairdunn with 126 tweets in Lallans
1,346 words - @OrangRuth with 98 tweets in Ulster
1,334 words - @officialAliRed with 113 tweets in Southern
1,316 words - @Angela1Sinclair with 89 tweets in Lallans
1,313 words - @iainnicol with 153 tweets in Lallans
1,237 words - @glenlivetloon with 73 tweets in Doric
1,224 words - @ionafyfe with 121 tweets in Lallans
1,221 words - @Angelinekking with 61 tweets in Ulster
1,216 words - @_DawnLeslie with 51 tweets in Doric
1,154 words - @SusiBriggs1 with 138 tweets in Lallans
1,037 words - @MarkThompStuff with 95 tweets in Ulster
891 words - @ClashCityClarky with 114 tweets in Lallans
777 words - @fairfaaye with 23 tweets in Ulster
673 words - @johnstone_shane with 50 tweets in Lallans
629 words - @DaibhidhABEB with 55 tweets in Lallans
566 words - @sovereigndaisy with 77 tweets in Doric
559 words - @HurchinHome with 50 tweets in Ulster
483 words - @gordimhor1 with 54 tweets in Lallans
434 words - @WhenDidADidny with 20 tweets in Lallans
315 words - @fourmenterian with 38 tweets in Lallans
300 words - @HazelTindall with 24 tweets in Shetland
294 words - @_Erinboyle_ with 21 tweets in Lallans
258 words - @johnkmitchinson with 20 tweets in Orkney
258 words - @JamesAmcvean with 29 tweets in Doric
239 words - @HarryJosieGiles with 13 tweets in Orkney
238 words - @ricky_ballboy with 10 tweets in Lallans
205 words - @jamieonkeys with 12 tweets in Lallans
180 words - @projecthawick with 15 tweets in Southern
87 words - @Rosehill_girl with 8 tweets in Ulster
Aiming to have no tweeter accounting for more than 0.5% of the corpus with their tweets.

Genre by year

2000 .......................... - 36,559 words in total
2001 .......... - 11,939 words in total
2002 ........................... - 36,225 words in total
2003 ............................................................... - 90,014 words in total
2004 .......................................................... - 83,653 words in total
2005 .................. - 25,262 words in total
2006 .................... - 28,581 words in total
2007 ............................................ - 61,328 words in total
2008 ............ - 15,526 words in total
2009 ....................... - 32,368 words in total
2010 ....................... - 31,361 words in total
2011 ................................ - 44,144 words in total
2012 ................................... - 47,088 words in total
2013 ............................. - 38,617 words in total
2014 ................... - 24,608 words in total
2015 ......................................................... - 83,362 words in total
2016 ................................................................................................ - 141,018 words in total
2017 .................................................................................... - 121,001 words in total
2018 ................................................ - 67,282 words in total
2019 .............................................................. - 88,742 words in total
2020 ................................................................................................................................................................ - 236,063 words in total
2021 ................................................................................................................ - 163,193 words in total
Blog Government Newspaper Poetry Prose Twitter Weans

Corpus Dialect Balancing

Central / Lallans Doric / Northern Shetland Orkney Ulster Southern / Borders
prose366,719 246,513 16,287 14,580 83,373 52,829
weans85,491 2,012 2,990 823 4,710 -
poetry57,176 2,369 7,371 2,965 32,437 24,741
blog95,062 6,010 555 6,088 1,246 -
newspaper69,354 11,432 - - 428 2,028
government24,258 1,976 - - 6,420 -
twitter165,086 69,889 17,492 3,253 18,010 5,961

Publishers

Itchy Coo - 117,901 words (7.8%) in 13 articles
Luath - 108,495 words (7.2%) in 18 articles
self-published - 100,039 words (6.6%) in 26 articles
McStorytellers.com - 65,072 words (4.3%) in 34 articles
Ullans Press - 61,853 words (4.1%) in 7 articles
Argo Publishing - 59,056 words (3.9%) in 2 articles
Evertype - 57,225 words (3.8%) in 2 articles
Scots Language Centre - 55,353 words (3.7%) in 8 articles
Monstrous Regiment - 48,902 words (3.2%) in 2 articles
ABCTales.com - 43,753 words (2.9%) in 21 articles
Piermont - 35,829 words (2.4%) in 1 articles
Lallans Magazine - 32,851 words (2.2%) in 27 articles
Bella Caledonia - 32,648 words (2.2%) in 26 articles
Gordon M Hay - 30,652 words (2%) in 1 articles
Fons Scotiae - 29,741 words (2%) in 2 articles
Mak Forrit - 27,901 words (1.9%) in 25 articles
The Sair Fecht - 27,284 words (1.8%) in 29 articles
Scots Hoose - 27,072 words (1.8%) in 49 articles
SCOTS Corpus - 25,916 words (1.7%) in 2 articles
Lochlands - 22,512 words (1.5%) in 1 articles
Education, Culture an Sport Comatee - 16,868 words (1.1%) in 3 articles
Edition Lintenfass - 16,231 words (1.1%) in 1 articles
Shetland For Wirds - 13,129 words (0.9%) in 31 articles
unbound.com - 9,835 words (0.7%) in 2 articles
Grace Note - 9,617 words (0.6%) in 1 articles
colinburnett.co.uk - 9,188 words (0.6%) in 3 articles
sandyfleming.org - 8,411 words (0.6%) in 8 articles
Scottish Book Trust - 7,879 words (0.5%) in 4 articles
Brisk Northerly - 7,538 words (0.5%) in 9 articles
Ulster-Scots Academy - 6,946 words (0.5%) in 1 articles
census.gov.uk - 6,420 words (0.4%) in 1 articles
Ullans Magazine - 5,803 words in 10 articles
Baikie - 5,518 words in 1 articles
The National - 5,159 words in 8 articles
The Scores - 4,932 words in 4 articles
Shetland Dialect Conference 2004 - 4,867 words in 1 articles
404 Ink - 4,333 words in 1 articles
Canongate - 4,326 words in 2 articles
Independently - 4,117 words in 1 articles
angelineking.com - 3,772 words in 1 articles
Young Shetland Writer - 3,570 words in 4 articles
From Glasgow To Saturn - 3,506 words in 2 articles
northwordsnow.co.uk - 3,205 words in 1 articles
The Scottish Parliament - 2,736 words in 2 articles
University of Edinburgh - 2,501 words in 5 articles
Edinburgh International Book Festival - 2,329 words in 1 articles
The Hawick Paper - 2,028 words in 4 articles
Aberdeenshire Council - 1,976 words in 1 articles
The Herald - 1,953 words in 2 articles
Litro magazine - 1,873 words in 1 articles
harryjosephine.com - 1,807 words in 1 articles
Scottish Poetry Library - 1,753 words in 8 articles
Gatehouse Press - 1,752 words in 1 articles
unco.scot - 1,729 words in 1 articles
Orkneyjar - 1,722 words in 1 articles
Doric Future - 1,712 words in 4 articles
Lowdown-L - 1,522 words in 2 articles
liarsleague.com - 1,463 words in 1 articles
Galdanagh - 1,402 words in 1 articles
damagnifyingless.wordpress.com - 1,364 words in 9 articles
The Interpreters House.org - 1,358 words in 1 articles
https://harryjosephine.com/ - 1,338 words in 1 articles
TheCommonBreath.com - 1,328 words in 2 articles
Orkney Heritage Society - 1,262 words in 9 articles
https://www.opendemocracy.net/ - 1,172 words in 1 articles
North Antrim Speak - 1,023 words in 3 articles
The Fraserburgh Herald - 954 words in 1 articles
Ayton Publishing - 917 words in 1 articles
Lidl - 833 words in 3 articles
Evening Express - 794 words in 1 articles
The Bottle Imp - 762 words in 2 articles
Reddit - 722 words in 5 articles
Hands Up For Trad - 720 words in 1 articles
John Benjamin - 689 words in 1 articles
Grampian Regional Council - 596 words in 1 articles
clydesburn.blogspot.com - 542 words in 1 articles
The Press and Journal - 540 words in 1 articles
Sensory Attachment Centre - 539 words in 1 articles
Floris Kelpies - 536 words in 1 articles
Education Scotland - 529 words in 1 articles
Carcanet - 489 words in 1 articles
The Orkney Dictionary - 454 words in 1 articles
Ullans Speakers Association - 434 words in 1 articles
Ballymoney and Moyle Times - 428 words in 1 articles
Words without Borders Magazine - 405 words in 1 articles
Ulster-Scots Community Network - 399 words in 1 articles
twitter - 261 words in 1 articles
Kettillonia - 248 words in 2 articles
newtonlass.blogspot.com - 240 words in 1 articles
lowcountrylad.blogspot.com/ - 223 words in 1 articles
Greenock Telegraph - 196 words in 1 articles
The Scotsman - 176 words in 1 articles
Modern Poetry Translation - 166 words in 1 articles
Facebook - Schomberg Society - 123 words in 1 articles

Source of texts

664,093 - digital (44%)
563,167 - print and OCR (37.3%)
280,674 - social media (18.6%)

Corpus was last updated: 22 July 2021

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