tmp <- dfm(data_corpus_irishbudget2010)
head(tmp)
# Document-feature matrix of: 14 documents, 5,058 features (80.9% sparse).
# (showing first 6 documents and first 6 features)
# features
# docs when i presented the supplementary budget
# 2010_BUDGET_01_Brian_Lenihan_FF 5 73 1 539 7 25
# 2010_BUDGET_02_Richard_Bruton_FG 2 6 0 305 0 27
# 2010_BUDGET_03_Joan_Burton_LAB 11 40 0 428 0 39
# 2010_BUDGET_04_Arthur_Morgan_SF 21 26 0 501 1 33
# 2010_BUDGET_05_Brian_Cowen_FF 4 17 0 394 0 21
# 2010_BUDGET_06_Enda_Kenny_FG 12 25 1 304 1 24
head(tmp[, 1:10])
# Document-feature matrix of: 14 documents, 10 features (18.6% sparse).
# 14 x 10 sparse Matrix of class "dfmSparse"
# features
# docs when i presented the supplementary budget to this house last
# 2010_BUDGET_01_Brian_Lenihan_FF 5 73 1 539 7 25 310 99 10 6
# 2010_BUDGET_02_Richard_Bruton_FG 2 6 0 305 0 27 172 55 0 5
# 2010_BUDGET_03_Joan_Burton_LAB 11 40 0 428 0 39 157 53 6 4
# 2010_BUDGET_04_Arthur_Morgan_SF 21 26 0 501 1 33 204 85 5 4
# 2010_BUDGET_05_Brian_Cowen_FF 4 17 0 394 0 21 210 43 4 6
# 2010_BUDGET_06_Enda_Kenny_FG 12 25 1 304 1 24 119 47 0 4
# 2010_BUDGET_07_Kieran_ODonnell_FG 5 11 0 193 0 21 68 11 3 2
# 2010_BUDGET_08_Eamon_Gilmore_LAB 6 10 0 270 0 28 98 38 3 3
# 2010_BUDGET_09_Michael_Higgins_LAB 3 7 0 78 0 1 31 6 2 0
# 2010_BUDGET_10_Ruairi_Quinn_LAB 5 19 0 80 0 1 47 15 12 1
# 2010_BUDGET_11_John_Gormley_Green 0 9 0 64 0 10 26 15 1 1
# 2010_BUDGET_12_Eamon_Ryan_Green 6 17 0 83 0 9 57 15 0 1
# 2010_BUDGET_13_Ciaran_Cuffe_Green 3 7 0 77 0 7 31 23 1 1
# 2010_BUDGET_14_Caoimhghin_OCaolain_SF 7 5 1 284 1 28 109 54 2 9
# (showing first 6 documents and first 6 features)
# features
# docs when i presented the supplementary budget
# 2010_BUDGET_01_Brian_Lenihan_FF 5 73 1 539 7 25
# 2010_BUDGET_02_Richard_Bruton_FG 2 6 0 305 0 27
# 2010_BUDGET_03_Joan_Burton_LAB 11 40 0 428 0 39
# 2010_BUDGET_04_Arthur_Morgan_SF 21 26 0 501 1 33
# 2010_BUDGET_05_Brian_Cowen_FF 4 17 0 394 0 21
# 2010_BUDGET_06_Enda_Kenny_FG 12 25 1 304 1 24
