Implements Sequential Latent Dirichlet allocation (Sequential LDA).
textmodel_seqlda() allows the users to classify sentences of texts. It
considers the topics of previous document in inferring the topics of currency
document. textmodel_seqlda() is a shortcut equivalent to
textmodel_lda(gamma = 0.5). Seeded Sequential LDA is
textmodel_seededlda(gamma = 0.5).
Usage
textmodel_seqlda(
x,
k = 10,
max_iter = 2000,
auto_iter = FALSE,
alpha = 0.5,
beta = 0.1,
batch_size = 1,
model = NULL,
verbose = quanteda_options("verbose")
)Arguments
- x
the dfm on which the model will be fit.
- k
the number of topics.
- max_iter
the maximum number of iteration in Gibbs sampling.
- auto_iter
if
TRUE, stops Gibbs sampling on convergence before reachingmax_iter. See details.- alpha
the values to smooth topic-document distribution.
- beta
the values to smooth topic-word distribution.
- batch_size
split the corpus into the smaller batches (specified in proportion) for distributed computing; it is disabled when a batch include all the documents
batch_size = 1.0. See details.- model
a fitted LDA model; if provided,
textmodel_lda()inherits parameters from an existing model. See details.- verbose
logical; if
TRUEprint diagnostic information during fitting.
Value
The same as textmodel_lda()
References
Du, Lan et al. (2012). "Sequential Latent Dirichlet Allocation". doi.org/10.1007/s10115-011-0425-1. Knowledge and Information Systems.
Watanabe, Kohei & Baturo, Alexander. (2023). "Seeded Sequential LDA: A Semi-supervised Algorithm for Topic-specific Analysis of Sentences". doi:10.1177/08944393231178605. Social Science Computer Review.
Examples
# \donttest{
require(seededlda)
require(quanteda)
corp <- head(data_corpus_moviereviews, 500) %>%
corpus_reshape()
toks <- tokens(corp, remove_punct = TRUE, remove_symbols = TRUE, remove_number = TRUE)
dfmt <- dfm(toks) %>%
dfm_remove(stopwords("en"), min_nchar = 2) %>%
dfm_trim(max_docfreq = 0.01, docfreq_type = "prop")
lda_seq <- textmodel_seqlda(dfmt, k = 6, max_iter = 500) # 6 topics
terms(lda_seq)
#> topic1 topic2 topic3 topic4 topic5 topic6
#> [1,] "virus" "spice" "patch" "sandler" "spawn" "nick"
#> [2,] "metro" "bone" "football" "adam" "damme" "urban"
#> [3,] "julia" "wrestling" "carpenter" "arnold" "kong" "silent"
#> [4,] "scale" "woo" "ghosts" "carter" "hong" "affleck"
#> [5,] "8mm" "jakob" "bugs" "travolta" "godzilla" "campbell"
#> [6,] "baldwin" "jackie" "b-movie" "comet" "knock" "myers"
#> [7,] "prinze" "vince" "rising" "freeman" "apes" "slasher"
#> [8,] "camp" "learns" "troopers" "talks" "gorilla" "shane"
#> [9,] "ray" "woody" "babe" "gabriel" "army" "helen"
#> [10,] "welles" "fugitive" "kilmer" "hollow" "league" "teenagers"
topics(lda_seq)
#> cv000_29416.txt.1 cv000_29416.txt.2 cv000_29416.txt.3 cv000_29416.txt.4
#> topic6 topic4 topic2 topic1
#> cv000_29416.txt.5 cv000_29416.txt.6 cv000_29416.txt.7 cv000_29416.txt.8
#> topic2 topic1 topic1 topic1
#> cv000_29416.txt.9 cv001_19502.txt.1 cv002_17424.txt.1 cv002_17424.txt.2
#> topic1 topic1 topic6 topic6
#> cv002_17424.txt.3 cv003_12683.txt.1 cv003_12683.txt.2 cv004_12641.txt.1
#> topic6 topic2 topic5 topic1
#> cv004_12641.txt.2 cv005_29357.txt.1 cv006_17022.txt.1 cv006_17022.txt.2
#> topic1 topic3 topic1 topic1
#> cv006_17022.txt.3 cv006_17022.txt.4 cv006_17022.txt.5 cv007_4992.txt.1
#> topic1 topic1 topic1 topic6
#> cv007_4992.txt.2 cv007_4992.txt.3 cv007_4992.txt.4 cv007_4992.txt.5
#> topic6 topic6 topic6 topic6
#> cv007_4992.txt.6 cv008_29326.txt.1 cv008_29326.txt.2 cv008_29326.txt.3
#> topic6 topic1 topic1 topic1
#> cv008_29326.txt.4 cv008_29326.txt.5 cv008_29326.txt.6 cv008_29326.txt.7
#> topic1 topic1 topic1 topic1
#> cv008_29326.txt.8 cv008_29326.txt.9 cv008_29326.txt.10 cv009_29417.txt.1
#> topic1 topic1 topic3 topic5
#> cv009_29417.txt.2 cv009_29417.txt.3 cv009_29417.txt.4 cv009_29417.txt.5
#> topic5 topic5 <NA> topic5
#> cv009_29417.txt.6 cv009_29417.txt.7 cv009_29417.txt.8 cv009_29417.txt.9
#> topic5 topic1 topic6 <NA>
#> cv009_29417.txt.10 cv009_29417.txt.11 cv009_29417.txt.12 cv009_29417.txt.13
#> topic5 topic3 topic6 topic3
#> cv009_29417.txt.14 cv009_29417.txt.15 cv009_29417.txt.16 cv009_29417.txt.17
#> topic4 topic6 topic5 topic5
#> cv009_29417.txt.18 cv009_29417.txt.19 cv009_29417.txt.20 cv009_29417.txt.21
#> topic5 topic5 topic5 topic5
#> cv009_29417.txt.22 cv009_29417.txt.23 cv010_29063.txt.1 cv010_29063.txt.2
#> topic5 topic5 topic6 topic6
#> cv010_29063.txt.3 cv011_13044.txt.1 cv011_13044.txt.2 cv012_29411.txt.1
#> topic4 topic2 topic2 topic5
#> cv012_29411.txt.2 cv013_10494.txt.1 cv013_10494.txt.2 cv014_15600.txt.1
#> topic5 topic6 topic6 topic1
#> cv014_15600.txt.2 cv014_15600.txt.3 cv014_15600.txt.4 cv015_29356.txt.1
#> topic1 topic1 topic1 topic3
#> cv015_29356.txt.2 cv015_29356.txt.3 cv016_4348.txt.1 cv016_4348.txt.2
#> topic3 topic3 topic5 topic5
#> cv016_4348.txt.3 cv016_4348.txt.4 cv017_23487.txt.1 cv017_23487.txt.2
#> topic5 <NA> topic5 topic5
#> cv017_23487.txt.3 cv017_23487.txt.4 cv017_23487.txt.5 cv017_23487.txt.6
#> topic5 topic5 topic5 topic5
#> cv017_23487.txt.7 cv017_23487.txt.8 cv017_23487.txt.9 cv017_23487.txt.10
#> topic1 topic5 topic5 topic5
#> cv017_23487.txt.11 cv018_21672.txt.1 cv018_21672.txt.2 cv018_21672.txt.3
#> topic5 topic2 topic2 topic2
#> cv018_21672.txt.4 cv018_21672.txt.5 cv019_16117.txt.1 cv019_16117.txt.2
#> <NA> topic6 topic5 topic2
#> cv019_16117.txt.3 cv019_16117.txt.4 cv019_16117.txt.5 cv020_9234.txt.1
#> <NA> <NA> topic5 topic5
#> cv020_9234.txt.2 cv020_9234.txt.3 cv020_9234.txt.4 cv021_17313.txt.1
#> topic5 topic5 topic5 topic1
#> cv021_17313.txt.2 cv021_17313.txt.3 cv021_17313.txt.4 cv021_17313.txt.5
#> topic1 topic2 <NA> topic3
#> cv021_17313.txt.6 cv021_17313.txt.7 cv021_17313.txt.8 cv021_17313.txt.9
#> topic3 topic3 topic6 topic1
#> cv022_14227.txt.1 cv022_14227.txt.2 cv023_13847.txt.1 cv023_13847.txt.2
#> topic5 topic5 topic6 topic6
#> cv024_7033.txt.1 cv024_7033.txt.2 cv024_7033.txt.3 cv025_29825.txt.1
#> topic4 topic4 topic4 topic1
#> cv025_29825.txt.2 cv026_29229.txt.1 cv026_29229.txt.2 cv026_29229.txt.3
#> topic5 topic3 topic3 topic3
#> cv027_26270.txt.1 cv027_26270.txt.2 cv027_26270.txt.3 cv027_26270.txt.4
#> topic6 topic6 topic6 topic6
#> cv027_26270.txt.5 cv028_26964.txt.1 cv028_26964.txt.2 cv028_26964.txt.3
#> topic6 topic5 topic5 topic5
#> cv028_26964.txt.4 cv029_19943.txt.1 cv029_19943.txt.2 cv029_19943.txt.3
#> topic5 topic1 topic1 topic3
#> cv030_22893.txt.1 cv030_22893.txt.2 cv031_19540.txt.1 cv031_19540.txt.2
#> topic2 topic2 topic3 topic5
#> cv031_19540.txt.3 cv031_19540.txt.4 cv031_19540.txt.5 cv031_19540.txt.6
#> topic5 <NA> topic5 topic5
#> cv031_19540.txt.7 cv031_19540.txt.8 cv032_23718.txt.1 cv033_25680.txt.1
#> topic5 topic5 topic5 topic3
#> cv033_25680.txt.2 cv033_25680.txt.3 cv034_29446.txt.1 cv034_29446.txt.2
#> <NA> topic3 topic6 topic6
#> cv034_29446.txt.3 cv035_3343.txt.1 cv035_3343.txt.2 cv035_3343.txt.3
#> topic6 topic4 topic3 topic3
#> cv035_3343.txt.4 cv035_3343.txt.5 cv036_18385.txt.1 cv037_19798.txt.1
#> topic3 topic3 topic3 topic3
#> cv037_19798.txt.2 cv037_19798.txt.3 cv038_9781.txt.1 cv038_9781.txt.2
#> topic3 topic2 topic1 topic1
#> cv038_9781.txt.3 cv038_9781.txt.4 cv038_9781.txt.5 cv039_5963.txt.1
#> topic3 topic3 topic3 topic3
#> cv039_5963.txt.2 cv039_5963.txt.3 cv040_8829.txt.1 cv041_22364.txt.1
#> topic3 topic2 topic4 topic4
#> cv042_11927.txt.1 cv043_16808.txt.1 cv043_16808.txt.2 cv043_16808.txt.3
#> topic1 topic1 topic1 topic2
#> cv044_18429.txt.1 cv044_18429.txt.2 cv044_18429.txt.3 cv044_18429.txt.4
#> topic3 topic6 topic6 topic6
#> cv045_25077.txt.1 cv045_25077.txt.2 cv045_25077.txt.3 cv045_25077.txt.4
#> topic2 topic2 topic3 topic3
#> cv045_25077.txt.5 cv045_25077.txt.6 cv045_25077.txt.7 cv045_25077.txt.8
#> topic2 topic2 <NA> topic2
#> cv046_10613.txt.1 cv047_18725.txt.1 cv047_18725.txt.2 cv047_18725.txt.3
#> topic4 topic6 topic3 topic3
#> cv047_18725.txt.4 cv048_18380.txt.1 cv049_21917.txt.1 cv049_21917.txt.2
#> topic3 topic2 topic5 topic5
#> cv049_21917.txt.3 cv049_21917.txt.4 cv049_21917.txt.5 cv050_12128.txt.1
#> topic5 topic5 topic5 topic3
#> cv050_12128.txt.2 cv051_10751.txt.1 cv051_10751.txt.2 cv052_29318.txt.1
#> topic3 topic3 topic2 topic5
#> cv052_29318.txt.2 cv053_23117.txt.1 cv053_23117.txt.2 cv053_23117.txt.3
#> topic5 topic2 topic2 topic2
#> cv053_23117.txt.4 cv053_23117.txt.5 cv053_23117.txt.6 cv053_23117.txt.7
#> topic2 <NA> topic3 <NA>
#> cv053_23117.txt.8 cv053_23117.txt.9 cv053_23117.txt.10 cv053_23117.txt.11
#> topic4 <NA> topic3 <NA>
#> cv053_23117.txt.12 cv053_23117.txt.13 cv054_4101.txt.1 cv054_4101.txt.2
#> topic4 topic2 topic2 topic2
#> cv054_4101.txt.3 cv054_4101.txt.4 cv054_4101.txt.5 cv055_8926.txt.1
#> topic2 topic2 topic2 topic1
#> cv055_8926.txt.2 cv055_8926.txt.3 cv056_14663.txt.1 cv056_14663.txt.2
#> topic1 topic1 topic2 topic2
#> cv057_7962.txt.1 cv057_7962.txt.2 cv057_7962.txt.3 cv058_8469.txt.1
#> topic3 topic3 <NA> topic1
#> cv058_8469.txt.2 cv058_8469.txt.3 cv058_8469.txt.4 cv059_28723.txt.1
#> topic1 topic1 topic6 topic2
#> cv060_11754.txt.1 cv061_9321.txt.1 cv061_9321.txt.2 cv061_9321.txt.3
#> topic5 topic2 topic2 topic2
#> cv061_9321.txt.4 cv061_9321.txt.5 cv062_24556.txt.1 cv062_24556.txt.2
#> topic2 topic2 topic4 topic4
#> cv062_24556.txt.3 cv062_24556.txt.4 cv063_28852.txt.1 cv063_28852.txt.2
#> topic4 topic4 topic1 topic1
#> cv063_28852.txt.3 cv063_28852.txt.4 cv063_28852.txt.5 cv063_28852.txt.6
#> <NA> topic3 topic1 topic6
#> cv063_28852.txt.7 cv063_28852.txt.8 cv063_28852.txt.9 cv063_28852.txt.10
#> topic6 topic5 topic3 topic1
#> cv064_25842.txt.1 cv065_16909.txt.1 cv065_16909.txt.2 cv065_16909.txt.3
#> topic2 topic4 topic4 topic4
#> cv065_16909.txt.4 cv065_16909.txt.5 cv065_16909.txt.6 cv065_16909.txt.7
#> topic4 topic4 topic4 topic4
#> cv065_16909.txt.8 cv065_16909.txt.9 cv065_16909.txt.10 cv065_16909.txt.11
#> topic4 <NA> topic1 topic4
#> cv066_11668.txt.1 cv066_11668.txt.2 cv066_11668.txt.3 cv066_11668.txt.4
#> topic2 topic2 topic2 topic2
#> cv066_11668.txt.5 cv066_11668.txt.6 cv067_21192.txt.1 cv067_21192.txt.2
#> topic2 topic2 topic4 topic4
#> cv067_21192.txt.3 cv068_14810.txt.1 cv068_14810.txt.2 cv068_14810.txt.3
#> <NA> topic2 topic2 topic2
#> cv068_14810.txt.4 cv068_14810.txt.5 cv069_11613.txt.1 cv070_13249.txt.1
#> topic2 topic2 topic6 topic3
#> cv070_13249.txt.2 cv070_13249.txt.3 cv070_13249.txt.4 cv070_13249.txt.5
#> topic3 topic3 topic3 topic3
#> cv070_13249.txt.6 cv070_13249.txt.7 cv070_13249.txt.8 cv071_12969.txt.1
#> topic3 topic3 topic3 topic4
#> cv071_12969.txt.2 cv072_5928.txt.1 cv072_5928.txt.2 cv072_5928.txt.3
#> topic4 topic1 topic1 topic1
#> cv073_23039.txt.1 cv073_23039.txt.2 cv073_23039.txt.3 cv073_23039.txt.4
#> topic1 topic1 topic1 topic1
#> cv074_7188.txt.1 cv074_7188.txt.2 cv074_7188.txt.3 cv074_7188.txt.4
#> topic4 topic4 topic2 topic1
#> cv074_7188.txt.5 cv075_6250.txt.1 cv076_26009.txt.1 cv077_23172.txt.1
#> topic6 topic4 topic1 topic1
#> cv077_23172.txt.2 cv077_23172.txt.3 cv077_23172.txt.4 cv078_16506.txt.1
#> topic1 topic1 topic1 topic1
#> cv078_16506.txt.2 cv079_12766.txt.1 cv079_12766.txt.2 cv079_12766.txt.3
#> <NA> topic5 topic2 topic5
#> cv079_12766.txt.4 cv079_12766.txt.5 cv079_12766.txt.6 cv079_12766.txt.7
#> topic5 topic5 topic5 topic5
#> cv080_14899.txt.1 cv080_14899.txt.2 cv081_18241.txt.1 cv082_11979.txt.1
#> topic6 topic6 topic4 topic4
#> cv083_25491.txt.1 cv083_25491.txt.2 cv084_15183.txt.1 cv084_15183.txt.2
#> topic1 topic1 topic6 topic5
#> cv085_15286.txt.1 cv085_15286.txt.2 cv085_15286.txt.3 cv085_15286.txt.4
#> topic1 topic1 <NA> topic6
#> cv085_15286.txt.5 cv086_19488.txt.1 cv086_19488.txt.2 cv087_2145.txt.1
#> topic1 topic5 topic5 topic1
#> cv087_2145.txt.2 cv087_2145.txt.3 cv087_2145.txt.4 cv087_2145.txt.5
#> topic1 topic4 topic6 topic3
#> cv087_2145.txt.6 cv087_2145.txt.7 cv087_2145.txt.8 cv087_2145.txt.9
#> topic3 topic3 topic1 <NA>
#> cv087_2145.txt.10 cv087_2145.txt.11 cv088_25274.txt.1 cv088_25274.txt.2
#> topic2 topic1 topic4 topic2
#> cv088_25274.txt.3 cv088_25274.txt.4 cv088_25274.txt.5 cv088_25274.txt.6
#> topic2 topic2 topic3 topic6
#> cv088_25274.txt.7 cv088_25274.txt.8 cv089_12222.txt.1 cv089_12222.txt.2
#> topic5 <NA> topic1 <NA>
#> cv089_12222.txt.3 cv090_0049.txt.1 cv090_0049.txt.2 cv090_0049.txt.3
#> topic1 topic4 topic6 topic6
#> cv090_0049.txt.4 cv091_7899.txt.1 cv092_27987.txt.1 cv092_27987.txt.2
#> topic6 topic5 topic2 topic2
#> cv093_15606.txt.1 cv093_15606.txt.2 cv093_15606.txt.3 cv093_15606.txt.4
#> topic5 topic5 topic5 topic5
#> cv094_27868.txt.1 cv095_28730.txt.1 cv095_28730.txt.2 cv095_28730.txt.3
#> topic2 topic2 topic2 topic2
#> cv096_12262.txt.1 cv096_12262.txt.2 cv096_12262.txt.3 cv096_12262.txt.4
#> topic4 topic1 topic1 topic1
#> cv096_12262.txt.5 cv096_12262.txt.6 cv096_12262.txt.7 cv096_12262.txt.8
#> topic1 <NA> topic2 topic6
#> cv097_26081.txt.1 cv097_26081.txt.2 cv098_17021.txt.1 cv098_17021.txt.2
#> topic6 topic6 topic1 topic1
#> cv099_11189.txt.1 cv099_11189.txt.2 cv099_11189.txt.3 cv099_11189.txt.4
#> topic2 topic2 topic2 topic5
#> cv099_11189.txt.5 cv099_11189.txt.6 cv099_11189.txt.7 cv099_11189.txt.8
#> topic5 topic3 topic1 topic2
#> cv099_11189.txt.9 cv099_11189.txt.10 cv099_11189.txt.11 cv099_11189.txt.12
#> topic2 topic4 topic6 topic2
#> cv099_11189.txt.13 cv099_11189.txt.14 cv100_12406.txt.1 cv100_12406.txt.2
#> topic2 topic2 topic5 topic4
#> cv100_12406.txt.3 cv100_12406.txt.4 cv100_12406.txt.5 cv100_12406.txt.6
#> topic4 topic4 topic4 topic4
#> cv100_12406.txt.7 cv100_12406.txt.8 cv101_10537.txt.1 cv101_10537.txt.2
#> topic4 topic4 topic6 topic4
#> cv101_10537.txt.3 cv102_8306.txt.1 cv103_11943.txt.1 cv103_11943.txt.2
#> topic4 topic4 topic3 topic3
#> cv104_19176.txt.1 cv104_19176.txt.2 cv105_19135.txt.1 cv105_19135.txt.2
#> topic4 topic4 topic5 topic5
#> cv105_19135.txt.3 cv105_19135.txt.4 cv105_19135.txt.5 cv105_19135.txt.6
#> topic3 topic1 topic1 topic5
#> cv105_19135.txt.7 cv106_18379.txt.1 cv107_25639.txt.1 cv107_25639.txt.2
#> topic5 topic4 topic6 topic6
#> cv107_25639.txt.3 cv107_25639.txt.4 cv107_25639.txt.5 cv107_25639.txt.6
#> topic6 topic6 topic6 topic6
#> cv107_25639.txt.7 cv107_25639.txt.8 cv107_25639.txt.9 cv107_25639.txt.10
#> topic6 topic6 <NA> topic1
#> cv107_25639.txt.11 cv107_25639.txt.12 cv107_25639.txt.13 cv107_25639.txt.14
#> topic6 topic6 topic6 topic6
#> cv107_25639.txt.15 cv107_25639.txt.16 cv107_25639.txt.17 cv107_25639.txt.18
#> topic6 topic6 topic6 topic6
#> cv108_17064.txt.1 cv109_22599.txt.1 cv109_22599.txt.2 cv109_22599.txt.3
#> topic3 topic5 topic4 topic4
#> cv110_27832.txt.1 cv110_27832.txt.2 cv110_27832.txt.3 cv111_12253.txt.1
#> topic3 <NA> topic1 topic1
#> cv111_12253.txt.2 cv111_12253.txt.3 cv111_12253.txt.4 cv111_12253.txt.5
#> topic1 topic1 topic1 topic1
#> cv112_12178.txt.1 cv113_24354.txt.1 cv113_24354.txt.2 cv113_24354.txt.3
#> topic2 topic5 topic5 topic5
#> cv113_24354.txt.4 cv113_24354.txt.5 cv114_19501.txt.1 cv115_26443.txt.1
#> topic5 topic5 topic2 topic4
#> cv115_26443.txt.2 cv115_26443.txt.3 cv115_26443.txt.4 cv116_28734.txt.1
#> topic4 topic4 topic4 topic2
#> cv116_28734.txt.2 cv116_28734.txt.3 cv116_28734.txt.4 cv117_25625.txt.1
#> topic2 topic2 topic2 <NA>
#> cv117_25625.txt.2 cv117_25625.txt.3 cv118_28837.txt.1 cv118_28837.txt.2
#> topic1 topic1 topic1 topic1
#> cv118_28837.txt.3 cv119_9909.txt.1 cv119_9909.txt.2 cv119_9909.txt.3
#> topic1 topic6 topic3 topic4
#> cv119_9909.txt.4 cv120_3793.txt.1 cv120_3793.txt.2 cv121_18621.txt.1
#> topic4 topic3 topic3 topic5
#> cv121_18621.txt.2 cv122_7891.txt.1 cv122_7891.txt.2 cv122_7891.txt.3
#> topic4 topic6 topic5 topic4
#> cv122_7891.txt.4 cv122_7891.txt.5 cv122_7891.txt.6 cv122_7891.txt.7
#> topic4 topic4 topic6 topic6
#> cv122_7891.txt.8 cv122_7891.txt.9 cv123_12165.txt.1 cv123_12165.txt.2
#> topic6 topic6 topic5 topic1
#> cv123_12165.txt.3 cv123_12165.txt.4 cv124_3903.txt.1 cv124_3903.txt.2
#> topic1 topic1 topic3 topic3
#> cv125_9636.txt.1 cv125_9636.txt.2 cv125_9636.txt.3 cv125_9636.txt.4
#> topic1 topic6 topic4 topic4
#> cv126_28821.txt.1 cv126_28821.txt.2 cv126_28821.txt.3 cv126_28821.txt.4
#> topic1 topic1 topic1 topic1
#> cv126_28821.txt.5 cv126_28821.txt.6 cv126_28821.txt.7 cv126_28821.txt.8
#> topic1 topic1 topic1 topic1
#> cv126_28821.txt.9 cv127_16451.txt.1 cv127_16451.txt.2 cv128_29444.txt.1
#> topic2 topic5 topic6 topic3
#> cv128_29444.txt.2 cv129_18373.txt.1 cv129_18373.txt.2 cv129_18373.txt.3
#> <NA> topic4 topic4 topic4
#> cv130_18521.txt.1 cv130_18521.txt.2 cv130_18521.txt.3 cv131_11568.txt.1
#> topic1 topic1 topic4 topic2
#> cv131_11568.txt.2 cv131_11568.txt.3 cv131_11568.txt.4 cv131_11568.txt.5
#> topic2 topic2 topic2 topic5
#> cv131_11568.txt.6 cv131_11568.txt.7 cv131_11568.txt.8 cv131_11568.txt.9
#> topic2 <NA> topic5 topic5
#> cv131_11568.txt.10 cv131_11568.txt.11 cv131_11568.txt.12 cv131_11568.txt.13
#> topic3 topic3 <NA> topic2
#> cv132_5423.txt.1 cv133_18065.txt.1 cv134_23300.txt.1 cv134_23300.txt.2
#> topic4 topic5 topic6 topic6
#> cv134_23300.txt.3 cv134_23300.txt.4 cv135_12506.txt.1 cv135_12506.txt.2
#> topic6 topic6 topic4 topic4
#> cv136_12384.txt.1 cv136_12384.txt.2 cv137_17020.txt.1 cv137_17020.txt.2
#> topic1 topic6 topic6 topic6
#> cv138_13903.txt.1 cv138_13903.txt.2 cv138_13903.txt.3 cv138_13903.txt.4
#> topic5 topic5 topic5 topic2
#> cv138_13903.txt.5 cv139_14236.txt.1 cv139_14236.txt.2 cv139_14236.txt.3
#> topic2 topic3 topic5 topic5
#> cv139_14236.txt.4 cv139_14236.txt.5 cv139_14236.txt.6 cv139_14236.txt.7
#> topic6 topic6 topic6 topic6
#> cv140_7963.txt.1 cv140_7963.txt.2 cv140_7963.txt.3 cv140_7963.txt.4
#> topic5 topic5 topic5 topic5
#> cv140_7963.txt.5 cv140_7963.txt.6 cv140_7963.txt.7 cv140_7963.txt.8
#> topic5 <NA> topic5 topic5
#> cv140_7963.txt.9 cv140_7963.txt.10 cv140_7963.txt.11 cv140_7963.txt.12
#> topic5 topic5 topic5 topic5
#> cv141_17179.txt.1 cv141_17179.txt.2 cv142_23657.txt.1 cv142_23657.txt.2
#> topic1 topic3 topic2 topic2
#> cv142_23657.txt.3 cv143_21158.txt.1 cv144_5010.txt.1 cv145_12239.txt.1
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#> topic1 <NA> topic5 topic4
#> cv146_19587.txt.5 cv146_19587.txt.6 cv147_22625.txt.1 cv147_22625.txt.2
#> topic1 topic1 topic2 topic2
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#> topic1 topic1 topic1 topic3
#> cv149_17084.txt.1 cv149_17084.txt.2 cv150_14279.txt.1 cv150_14279.txt.2
#> topic3 topic3 topic5 topic5
#> cv150_14279.txt.3 cv150_14279.txt.4 cv151_17231.txt.1 cv151_17231.txt.2
#> topic5 topic5 topic4 topic4
#> cv152_9052.txt.1 cv152_9052.txt.2 cv153_11607.txt.1 cv154_9562.txt.1
#> topic3 topic3 topic1 topic5
#> cv154_9562.txt.2 cv155_7845.txt.1 cv155_7845.txt.2 cv155_7845.txt.3
#> topic5 topic4 topic4 topic4
#> cv155_7845.txt.4 cv156_11119.txt.1 cv157_29302.txt.1 cv157_29302.txt.2
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#> topic2 topic4 topic6 topic3
#> cv159_29374.txt.1 cv160_10848.txt.1 cv160_10848.txt.2 cv161_12224.txt.1
#> topic5 topic6 topic6 topic5
#> cv161_12224.txt.2 cv161_12224.txt.3 cv161_12224.txt.4 cv162_10977.txt.1
#> topic5 topic5 topic5 topic2
#> cv162_10977.txt.2 cv163_10110.txt.1 cv163_10110.txt.2 cv164_23451.txt.1
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#> cv164_23451.txt.2 cv165_2389.txt.1 cv165_2389.txt.2 cv165_2389.txt.3
#> topic3 topic3 topic3 topic3
#> cv166_11959.txt.1 cv166_11959.txt.2 cv166_11959.txt.3 cv166_11959.txt.4
#> topic5 topic5 topic5 topic6
#> cv166_11959.txt.5 cv166_11959.txt.6 cv166_11959.txt.7 cv166_11959.txt.8
#> topic4 topic5 topic5 topic3
#> cv166_11959.txt.9 cv166_11959.txt.10 cv166_11959.txt.11 cv166_11959.txt.12
#> topic5 topic5 topic5 topic2
#> cv166_11959.txt.13 cv167_18094.txt.1 cv168_7435.txt.1 cv169_24973.txt.1
#> topic4 topic2 topic2 topic6
#> cv170_29808.txt.1 cv170_29808.txt.2 cv171_15164.txt.1 cv172_12037.txt.1
#> topic1 topic1 topic5 topic5
#> cv172_12037.txt.2 cv172_12037.txt.3 cv172_12037.txt.4 cv173_4295.txt.1
#> topic5 topic5 topic5 topic4
#> cv173_4295.txt.2 cv173_4295.txt.3 cv173_4295.txt.4 cv174_9735.txt.1
#> topic4 topic4 topic4 topic2
#> cv174_9735.txt.2 cv174_9735.txt.3 cv174_9735.txt.4 cv174_9735.txt.5
#> topic3 topic3 topic6 topic5
#> cv174_9735.txt.6 cv174_9735.txt.7 cv174_9735.txt.8 cv174_9735.txt.9
#> topic2 topic3 topic3 topic3
#> cv174_9735.txt.10 cv174_9735.txt.11 cv175_7375.txt.1 cv175_7375.txt.2
#> topic3 topic3 topic6 topic1
#> cv176_14196.txt.1 cv176_14196.txt.2 cv176_14196.txt.3 cv176_14196.txt.4
#> topic3 topic3 topic6 topic1
#> cv176_14196.txt.5 cv176_14196.txt.6 cv176_14196.txt.7 cv176_14196.txt.8
#> topic3 topic6 <NA> topic6
#> cv176_14196.txt.9 cv176_14196.txt.10 cv176_14196.txt.11 cv176_14196.txt.12
#> topic2 topic3 topic1 topic4
#> cv176_14196.txt.13 cv176_14196.txt.14 cv176_14196.txt.15 cv176_14196.txt.16
#> topic4 <NA> topic3 topic3
#> cv176_14196.txt.17 cv176_14196.txt.18 cv176_14196.txt.19 cv176_14196.txt.20
#> topic4 topic4 topic6 topic3
#> cv177_10904.txt.1 cv177_10904.txt.2 cv178_14380.txt.1 cv178_14380.txt.2
#> topic1 topic3 topic2 topic2
#> cv178_14380.txt.3 cv178_14380.txt.4 cv178_14380.txt.5 cv178_14380.txt.6
#> topic2 topic3 topic2 topic2
#> cv179_9533.txt.1 cv180_17823.txt.1 cv180_17823.txt.2 cv180_17823.txt.3
#> topic6 topic4 topic4 topic5
#> cv180_17823.txt.4 cv181_16083.txt.1 cv182_7791.txt.1 cv183_19826.txt.1
#> topic4 topic3 topic6 topic1
#> cv183_19826.txt.2 cv183_19826.txt.3 cv183_19826.txt.4 cv183_19826.txt.5
#> <NA> topic1 <NA> topic1
#> cv184_26935.txt.1 cv184_26935.txt.2 cv184_26935.txt.3 cv185_28372.txt.1
#> topic5 topic5 topic5 topic5
#> cv185_28372.txt.2 cv185_28372.txt.3 cv185_28372.txt.4 cv186_2396.txt.1
#> topic5 topic5 topic2 topic1
#> cv186_2396.txt.2 cv186_2396.txt.3 cv186_2396.txt.4 cv186_2396.txt.5
#> topic1 topic6 topic1 topic2
#> cv186_2396.txt.6 cv186_2396.txt.7 cv187_14112.txt.1 cv187_14112.txt.2
#> topic3 topic1 topic6 topic6
#> cv188_20687.txt.1 cv188_20687.txt.2 cv188_20687.txt.3 cv188_20687.txt.4
#> topic2 topic2 topic2 topic2
#> cv188_20687.txt.5 cv189_24248.txt.1 cv189_24248.txt.2 cv189_24248.txt.3
#> topic2 topic5 topic5 topic5
#> cv190_27176.txt.1 cv191_29539.txt.1 cv192_16079.txt.1 cv192_16079.txt.2
#> topic4 topic2 topic5 topic5
#> cv192_16079.txt.3 cv192_16079.txt.4 cv192_16079.txt.5 cv192_16079.txt.6
#> topic5 topic1 <NA> topic3
#> cv192_16079.txt.7 cv193_5393.txt.1 cv194_12855.txt.1 cv194_12855.txt.2
#> topic3 topic3 topic5 topic5
#> cv194_12855.txt.3 cv194_12855.txt.4 cv195_16146.txt.1 cv195_16146.txt.2
#> topic5 topic5 topic3 topic3
#> cv196_28898.txt.1 cv196_28898.txt.2 cv196_28898.txt.3 cv197_29271.txt.1
#> topic1 topic1 topic1 topic1
#> cv197_29271.txt.2 cv197_29271.txt.3 cv198_19313.txt.1 cv198_19313.txt.2
#> topic1 topic1 topic1 topic1
#> cv199_9721.txt.1 cv199_9721.txt.2 cv199_9721.txt.3 cv199_9721.txt.4
#> topic3 topic2 topic6 topic6
#> cv200_29006.txt.1 cv201_7421.txt.1 cv201_7421.txt.2 cv201_7421.txt.3
#> topic5 topic4 topic4 topic3
#> cv202_11382.txt.1 cv202_11382.txt.2 cv202_11382.txt.3 cv203_19052.txt.1
#> topic6 topic6 topic6 topic4
#> cv203_19052.txt.2 cv204_8930.txt.1 cv204_8930.txt.2 cv204_8930.txt.3
#> <NA> topic3 topic3 topic3
#> cv204_8930.txt.4 cv204_8930.txt.5 cv204_8930.txt.6 cv204_8930.txt.7
#> topic3 topic3 topic3 topic5
#> cv204_8930.txt.8 cv204_8930.txt.9 cv204_8930.txt.10 cv205_9676.txt.1
#> topic3 topic3 topic4 topic1
#> cv205_9676.txt.2 cv206_15893.txt.1 cv207_29141.txt.1 cv207_29141.txt.2
#> topic4 topic3 topic1 topic1
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#> topic1 <NA> topic6 topic4
#> cv209_28973.txt.2 cv210_9557.txt.1 cv210_9557.txt.2 cv211_9955.txt.1
#> topic5 topic3 topic3 topic2
#> cv212_10054.txt.1 cv212_10054.txt.2 cv213_20300.txt.1 cv214_13285.txt.1
#> topic5 topic5 topic4 topic5
#> cv214_13285.txt.2 cv214_13285.txt.3 cv215_23246.txt.1 cv215_23246.txt.2
#> topic5 <NA> topic6 topic6
#> cv215_23246.txt.3 cv216_20165.txt.1 cv216_20165.txt.2 cv216_20165.txt.3
#> topic6 topic4 topic5 topic2
#> cv216_20165.txt.4 cv217_28707.txt.1 cv217_28707.txt.2 cv217_28707.txt.3
#> topic2 topic1 topic3 topic3
#> cv217_28707.txt.4 cv217_28707.txt.5 cv218_25651.txt.1 cv219_19874.txt.1
#> topic4 <NA> topic5 topic5
#> cv219_19874.txt.2 cv220_28906.txt.1 cv220_28906.txt.2 cv220_28906.txt.3
#> topic5 topic4 topic4 topic4
#> cv221_27081.txt.1 cv222_18720.txt.1 cv222_18720.txt.2 cv222_18720.txt.3
#> topic1 topic4 topic1 topic1
#> cv223_28923.txt.1 cv223_28923.txt.2 cv223_28923.txt.3 cv223_28923.txt.4
#> topic1 topic4 topic4 topic1
#> cv223_28923.txt.5 cv223_28923.txt.6 cv223_28923.txt.7 cv223_28923.txt.8
#> topic4 topic4 topic4 <NA>
#> cv223_28923.txt.9 cv223_28923.txt.10 cv223_28923.txt.11 cv224_18875.txt.1
#> topic4 topic4 <NA> topic4
#> cv224_18875.txt.2 cv224_18875.txt.3 cv224_18875.txt.4 cv225_29083.txt.1
#> topic2 topic4 topic4 topic5
#> cv225_29083.txt.2 cv225_29083.txt.3 cv225_29083.txt.4 cv225_29083.txt.5
#> topic6 topic5 topic1 <NA>
#> cv225_29083.txt.6 cv225_29083.txt.7 cv225_29083.txt.8 cv225_29083.txt.9
#> topic4 <NA> topic5 topic1
#> cv225_29083.txt.10 cv225_29083.txt.11 cv225_29083.txt.12 cv225_29083.txt.13
#> topic1 topic5 topic5 topic6
#> cv225_29083.txt.14 cv225_29083.txt.15 cv225_29083.txt.16 cv225_29083.txt.17
#> topic5 topic5 topic5 topic5
#> cv225_29083.txt.18 cv225_29083.txt.19 cv226_26692.txt.1 cv226_26692.txt.2
#> topic5 topic4 topic4 topic4
#> cv226_26692.txt.3 cv227_25406.txt.1 cv227_25406.txt.2 cv227_25406.txt.3
#> topic4 topic6 topic6 topic6
#> cv227_25406.txt.4 cv227_25406.txt.5 cv227_25406.txt.6 cv227_25406.txt.7
#> topic6 topic6 topic2 topic6
#> cv228_5644.txt.1 cv228_5644.txt.2 cv228_5644.txt.3 cv228_5644.txt.4
#> topic2 topic2 topic2 topic1
#> cv228_5644.txt.5 cv228_5644.txt.6 cv228_5644.txt.7 cv228_5644.txt.8
#> topic2 topic2 topic2 topic2
#> cv228_5644.txt.9 cv229_15200.txt.1 cv229_15200.txt.2 cv229_15200.txt.3
#> topic2 topic4 <NA> topic4
#> cv229_15200.txt.4 cv230_7913.txt.1 cv230_7913.txt.2 cv230_7913.txt.3
#> topic4 topic3 topic3 topic3
#> cv230_7913.txt.4 cv231_11028.txt.1 cv231_11028.txt.2 cv231_11028.txt.3
#> topic3 topic5 topic5 topic5
#> cv232_16768.txt.1 cv232_16768.txt.2 cv233_17614.txt.1 cv233_17614.txt.2
#> topic1 topic5 topic2 topic2
#> cv234_22123.txt.1 cv234_22123.txt.2 cv234_22123.txt.3 cv234_22123.txt.4
#> topic6 topic2 topic4 topic2
#> cv234_22123.txt.5 cv234_22123.txt.6 cv235_10704.txt.1 cv235_10704.txt.2
#> topic6 topic6 topic5 <NA>
#> cv235_10704.txt.3 cv235_10704.txt.4 cv235_10704.txt.5 cv235_10704.txt.6
#> <NA> topic6 topic6 topic6
#> cv235_10704.txt.7 cv236_12427.txt.1 cv236_12427.txt.2 cv237_20635.txt.1
#> topic1 topic2 topic2 topic2
#> cv238_14285.txt.1 cv238_14285.txt.2 cv238_14285.txt.3 cv239_29828.txt.1
#> topic4 topic1 topic1 topic1
#> cv240_15948.txt.1 cv241_24602.txt.1 cv241_24602.txt.2 cv242_11354.txt.1
#> topic6 topic6 topic6 topic2
#> cv242_11354.txt.2 cv242_11354.txt.3 cv242_11354.txt.4 cv242_11354.txt.5
#> topic2 topic2 topic2 topic2
#> cv242_11354.txt.6 cv243_22164.txt.1 cv243_22164.txt.2 cv244_22935.txt.1
#> topic2 topic1 topic1 topic5
#> cv244_22935.txt.2 cv244_22935.txt.3 cv244_22935.txt.4 cv244_22935.txt.5
#> topic5 topic1 topic6 topic6
#> cv244_22935.txt.6 cv245_8938.txt.1 cv245_8938.txt.2 cv245_8938.txt.3
#> topic6 topic5 topic3 <NA>
#> cv245_8938.txt.4 cv245_8938.txt.5 cv245_8938.txt.6 cv245_8938.txt.7
#> <NA> topic2 topic5 topic1
#> cv245_8938.txt.8 cv245_8938.txt.9 cv245_8938.txt.10 cv245_8938.txt.11
#> topic5 topic3 topic1 <NA>
#> cv246_28668.txt.1 cv247_14668.txt.1 cv248_15672.txt.1 cv248_15672.txt.2
#> topic2 topic5 topic3 <NA>
#> cv248_15672.txt.3 cv248_15672.txt.4 cv248_15672.txt.5 cv248_15672.txt.6
#> topic3 topic3 topic4 topic4
#> cv249_12674.txt.1 cv249_12674.txt.2 cv249_12674.txt.3 cv249_12674.txt.4
#> topic1 topic1 topic1 topic1
#> cv250_26462.txt.1 cv250_26462.txt.2 cv250_26462.txt.3 cv250_26462.txt.4
#> topic4 topic4 topic2 topic2
#> cv250_26462.txt.5 cv250_26462.txt.6 cv251_23901.txt.1 cv251_23901.txt.2
#> topic2 topic2 topic2 topic2
#> cv251_23901.txt.3 cv251_23901.txt.4 cv251_23901.txt.5 cv251_23901.txt.6
#> topic2 topic2 topic2 topic2
#> cv251_23901.txt.7 cv251_23901.txt.8 cv251_23901.txt.9 cv251_23901.txt.10
#> topic2 topic2 <NA> topic2
#> cv251_23901.txt.11 cv251_23901.txt.12 cv251_23901.txt.13 cv251_23901.txt.14
#> topic3 topic3 topic2 topic3
#> cv252_24974.txt.1 cv252_24974.txt.2 cv252_24974.txt.3 cv252_24974.txt.4
#> topic5 topic3 topic3 topic4
#> cv252_24974.txt.5 cv252_24974.txt.6 cv252_24974.txt.7 cv253_10190.txt.1
#> topic4 topic4 topic4 <NA>
#> cv253_10190.txt.2 cv253_10190.txt.3 cv253_10190.txt.4 cv253_10190.txt.5
#> topic5 <NA> <NA> topic2
#> cv253_10190.txt.6 cv253_10190.txt.7 cv253_10190.txt.8 cv253_10190.txt.9
#> <NA> <NA> <NA> topic2
#> cv253_10190.txt.10 cv253_10190.txt.11 cv253_10190.txt.12 cv253_10190.txt.13
#> <NA> <NA> topic2 topic4
#> cv253_10190.txt.14 cv253_10190.txt.15 cv253_10190.txt.16 cv253_10190.txt.17
#> topic2 topic2 topic2 topic1
#> cv253_10190.txt.18 cv253_10190.txt.19 cv253_10190.txt.20 cv253_10190.txt.21
#> topic4 topic2 topic6 topic4
#> cv254_5870.txt.1 cv254_5870.txt.2 cv254_5870.txt.3 cv255_15267.txt.1
#> topic2 topic2 <NA> topic1
#> cv255_15267.txt.2 cv255_15267.txt.3 cv255_15267.txt.4 cv256_16529.txt.1
#> topic1 topic1 <NA> topic3
#> cv256_16529.txt.2 cv256_16529.txt.3 cv256_16529.txt.4 cv256_16529.txt.5
#> topic3 topic3 topic3 topic3
#> cv256_16529.txt.6 cv257_11856.txt.1 cv257_11856.txt.2 cv257_11856.txt.3
#> topic3 topic3 topic5 topic2
#> cv257_11856.txt.4 cv257_11856.txt.5 cv258_5627.txt.1 cv258_5627.txt.2
#> topic2 topic2 topic2 topic2
#> cv259_11827.txt.1 cv260_15652.txt.1 cv260_15652.txt.2 cv261_11855.txt.1
#> topic2 topic5 topic5 topic5
#> cv262_13812.txt.1 cv263_20693.txt.1 cv263_20693.txt.2 cv264_14108.txt.1
#> topic2 topic2 topic2 topic6
#> cv264_14108.txt.2 cv264_14108.txt.3 cv265_11625.txt.1 cv265_11625.txt.2
#> topic6 topic6 topic3 topic3
#> cv265_11625.txt.3 cv265_11625.txt.4 cv265_11625.txt.5 cv265_11625.txt.6
#> topic3 topic3 topic3 topic3
#> cv266_26644.txt.1 cv266_26644.txt.2 cv266_26644.txt.3 cv267_16618.txt.1
#> topic5 topic5 topic5 topic3
#> cv268_20288.txt.1 cv268_20288.txt.2 cv268_20288.txt.3 cv268_20288.txt.4
#> topic3 topic3 topic4 topic4
#> cv268_20288.txt.5 cv269_23018.txt.1 cv269_23018.txt.2 cv269_23018.txt.3
#> topic4 topic6 topic5 topic6
#> cv269_23018.txt.4 cv269_23018.txt.5 cv269_23018.txt.6 cv269_23018.txt.7
#> topic6 topic6 topic6 topic6
#> cv269_23018.txt.8 cv269_23018.txt.9 cv269_23018.txt.10 cv269_23018.txt.11
#> topic6 topic6 topic6 topic6
#> cv270_5873.txt.1 cv271_15364.txt.1 cv272_20313.txt.1 cv272_20313.txt.2
#> topic2 topic1 topic6 <NA>
#> cv272_20313.txt.3 cv272_20313.txt.4 cv273_28961.txt.1 cv273_28961.txt.2
#> topic6 topic6 topic3 topic3
#> cv273_28961.txt.3 cv273_28961.txt.4 cv274_26379.txt.1 cv274_26379.txt.2
#> topic3 topic3 topic1 topic1
#> cv274_26379.txt.3 cv274_26379.txt.4 cv274_26379.txt.5 cv274_26379.txt.6
#> topic1 topic1 topic1 topic1
#> cv274_26379.txt.7 cv274_26379.txt.8 cv274_26379.txt.9 cv275_28725.txt.1
#> topic1 topic1 topic1 topic2
#> cv275_28725.txt.2 cv275_28725.txt.3 cv276_17126.txt.1 cv276_17126.txt.2
#> topic2 topic2 topic1 topic1
#> cv276_17126.txt.3 cv276_17126.txt.4 cv276_17126.txt.5 cv276_17126.txt.6
#> topic1 topic6 topic1 topic1
#> cv276_17126.txt.7 cv277_20467.txt.1 cv277_20467.txt.2 cv277_20467.txt.3
#> topic1 topic4 topic4 topic4
#> cv278_14533.txt.1 cv279_19452.txt.1 cv279_19452.txt.2 cv279_19452.txt.3
#> topic6 topic1 topic2 topic2
#> cv279_19452.txt.4 cv279_19452.txt.5 cv280_8651.txt.1 cv280_8651.txt.2
#> topic2 topic2 topic1 topic1
#> cv280_8651.txt.3 cv281_24711.txt.1 cv281_24711.txt.2 cv281_24711.txt.3
#> topic1 topic6 topic6 topic6
#> cv281_24711.txt.4 cv282_6833.txt.1 cv282_6833.txt.2 cv283_11963.txt.1
#> topic6 topic3 topic3 topic2
#> cv284_20530.txt.1 cv284_20530.txt.2 cv284_20530.txt.3 cv284_20530.txt.4
#> topic6 topic6 topic6 topic6
#> cv285_18186.txt.1 cv286_26156.txt.1 cv286_26156.txt.2 cv286_26156.txt.3
#> topic1 topic1 topic4 topic5
#> cv286_26156.txt.4 cv286_26156.txt.5 cv287_17410.txt.1 cv288_20212.txt.1
#> topic5 topic4 topic4 topic3
#> cv288_20212.txt.2 cv288_20212.txt.3 cv288_20212.txt.4 cv288_20212.txt.5
#> topic3 topic1 topic6 topic6
#> cv288_20212.txt.6 cv289_6239.txt.1 cv289_6239.txt.2 cv289_6239.txt.3
#> <NA> topic3 topic3 topic3
#> cv290_11981.txt.1 cv290_11981.txt.2 cv290_11981.txt.3 cv290_11981.txt.4
#> topic3 topic3 topic3 topic3
#> cv291_26844.txt.1 cv291_26844.txt.2 cv291_26844.txt.3 cv291_26844.txt.4
#> topic5 topic6 topic5 topic5
#> cv292_7804.txt.1 cv292_7804.txt.2 cv292_7804.txt.3 cv292_7804.txt.4
#> topic2 topic2 topic2 <NA>
#> cv292_7804.txt.5 cv292_7804.txt.6 cv292_7804.txt.7 cv292_7804.txt.8
#> topic1 topic1 <NA> topic5
#> cv292_7804.txt.9 cv292_7804.txt.10 cv293_29731.txt.1 cv293_29731.txt.2
#> topic1 topic6 topic5 topic5
#> cv294_12695.txt.1 cv294_12695.txt.2 cv294_12695.txt.3 cv295_17060.txt.1
#> topic3 topic5 <NA> topic4
#> cv295_17060.txt.2 cv295_17060.txt.3 cv295_17060.txt.4 cv295_17060.txt.5
#> topic4 topic4 topic4 topic4
#> cv295_17060.txt.6 cv296_13146.txt.1 cv296_13146.txt.2 cv297_10104.txt.1
#> topic4 topic3 <NA> topic3
#> cv298_24487.txt.1 cv298_24487.txt.2 cv299_17950.txt.1 cv300_23302.txt.1
#> topic2 topic2 topic1 topic5
#> cv300_23302.txt.2 cv300_23302.txt.3 cv300_23302.txt.4 cv300_23302.txt.5
#> topic6 topic6 <NA> topic6
#> cv300_23302.txt.6 cv301_13010.txt.1 cv302_26481.txt.1 cv302_26481.txt.2
#> topic4 topic5 topic1 topic1
#> cv302_26481.txt.3 cv302_26481.txt.4 cv302_26481.txt.5 cv302_26481.txt.6
#> topic1 topic1 topic1 topic1
#> cv302_26481.txt.7 cv302_26481.txt.8 cv302_26481.txt.9 cv302_26481.txt.10
#> topic1 topic6 topic1 topic1
#> cv302_26481.txt.11 cv302_26481.txt.12 cv303_27366.txt.1 cv304_28489.txt.1
#> topic1 topic1 topic2 topic6
#> cv304_28489.txt.2 cv304_28489.txt.3 cv304_28489.txt.4 cv304_28489.txt.5
#> <NA> topic6 topic3 topic6
#> cv304_28489.txt.6 cv304_28489.txt.7 cv304_28489.txt.8 cv304_28489.txt.9
#> topic6 topic6 topic6 topic6
#> cv304_28489.txt.10 cv305_9937.txt.1 cv305_9937.txt.2 cv305_9937.txt.3
#> topic6 topic2 topic2 topic2
#> cv306_10859.txt.1 cv306_10859.txt.2 cv306_10859.txt.3 cv307_26382.txt.1
#> topic3 topic3 topic3 topic1
#> cv307_26382.txt.2 cv307_26382.txt.3 cv307_26382.txt.4 cv307_26382.txt.5
#> topic1 topic1 topic4 topic1
#> cv308_5079.txt.1 cv308_5079.txt.2 cv308_5079.txt.3 cv308_5079.txt.4
#> topic4 topic4 topic4 topic4
#> cv308_5079.txt.5 cv308_5079.txt.6 cv309_23737.txt.1 cv309_23737.txt.2
#> topic4 topic4 topic5 topic5
#> cv309_23737.txt.3 cv309_23737.txt.4 cv309_23737.txt.5 cv310_14568.txt.1
#> topic5 <NA> topic2 topic6
#> cv310_14568.txt.2 cv310_14568.txt.3 cv310_14568.txt.4 cv311_17708.txt.1
#> <NA> <NA> topic6 topic6
#> cv312_29308.txt.1 cv312_29308.txt.2 cv312_29308.txt.3 cv312_29308.txt.4
#> topic6 topic6 topic6 topic6
#> cv312_29308.txt.5 cv312_29308.txt.6 cv312_29308.txt.7 cv312_29308.txt.8
#> topic2 topic2 topic6 topic3
#> cv313_19337.txt.1 cv314_16095.txt.1 cv314_16095.txt.2 cv314_16095.txt.3
#> topic4 topic4 topic4 topic5
#> cv314_16095.txt.4 cv314_16095.txt.5 cv315_12638.txt.1 cv315_12638.txt.2
#> topic6 topic4 topic5 topic5
#> cv315_12638.txt.3 cv316_5972.txt.1 cv317_25111.txt.1 cv317_25111.txt.2
#> topic5 topic1 topic5 topic5
#> cv317_25111.txt.3 cv317_25111.txt.4 cv317_25111.txt.5 cv317_25111.txt.6
#> topic5 topic4 topic3 <NA>
#> cv317_25111.txt.7 cv317_25111.txt.8 cv318_11146.txt.1 cv318_11146.txt.2
#> topic5 topic1 topic4 topic4
#> cv319_16459.txt.1 cv319_16459.txt.2 cv319_16459.txt.3 cv319_16459.txt.4
#> topic1 topic1 topic1 topic1
#> cv320_9693.txt.1 cv320_9693.txt.2 cv320_9693.txt.3 cv321_14191.txt.1
#> topic5 topic5 topic5 topic6
#> cv321_14191.txt.2 cv322_21820.txt.1 cv323_29633.txt.1 cv323_29633.txt.2
#> topic6 topic4 topic3 topic3
#> cv323_29633.txt.3 cv323_29633.txt.4 cv323_29633.txt.5 cv323_29633.txt.6
#> topic4 topic5 <NA> topic5
#> cv323_29633.txt.7 cv323_29633.txt.8 cv323_29633.txt.9 cv323_29633.txt.10
#> topic6 topic6 topic6 topic4
#> cv323_29633.txt.11 cv324_7502.txt.1 cv325_18330.txt.1 cv325_18330.txt.2
#> topic2 topic3 topic2 topic2
#> cv325_18330.txt.3 cv326_14777.txt.1 cv327_21743.txt.1 cv327_21743.txt.2
#> topic2 topic5 topic5 topic5
#> cv327_21743.txt.3 cv327_21743.txt.4 cv327_21743.txt.5 cv328_10908.txt.1
#> topic5 topic5 topic5 topic2
#> cv329_29293.txt.1 cv329_29293.txt.2 cv330_29675.txt.1 cv331_8656.txt.1
#> topic3 topic5 topic3 topic6
#> cv331_8656.txt.2 cv332_17997.txt.1 cv333_9443.txt.1 cv334_0074.txt.1
#> <NA> topic3 topic3 topic4
#> cv334_0074.txt.2 cv334_0074.txt.3 cv334_0074.txt.4 cv334_0074.txt.5
#> topic5 topic1 topic6 topic5
#> cv334_0074.txt.6 cv334_0074.txt.7 cv334_0074.txt.8 cv334_0074.txt.9
#> <NA> topic4 <NA> topic1
#> cv334_0074.txt.10 cv334_0074.txt.11 cv334_0074.txt.12 cv335_16299.txt.1
#> topic3 topic5 topic5 topic1
#> cv335_16299.txt.2 cv335_16299.txt.3 cv335_16299.txt.4 cv336_10363.txt.1
#> topic1 topic1 topic1 topic2
#> cv337_29061.txt.1 cv338_9183.txt.1 cv338_9183.txt.2 cv338_9183.txt.3
#> topic1 topic3 topic3 topic3
#> cv338_9183.txt.4 cv339_22452.txt.1 cv339_22452.txt.2 cv339_22452.txt.3
#> topic3 topic1 topic1 topic4
#> cv340_14776.txt.1 cv340_14776.txt.2 cv341_25667.txt.1 cv341_25667.txt.2
#> topic1 <NA> topic2 topic4
#> cv341_25667.txt.3 cv341_25667.txt.4 cv341_25667.txt.5 cv341_25667.txt.6
#> topic1 topic5 topic2 topic1
#> cv341_25667.txt.7 cv341_25667.txt.8 cv341_25667.txt.9 cv341_25667.txt.10
#> topic2 topic4 topic1 topic1
#> cv341_25667.txt.11 cv341_25667.txt.12 cv341_25667.txt.13 cv342_20917.txt.1
#> topic3 topic4 topic6 topic4
#> cv343_10906.txt.1 cv344_5376.txt.1 cv344_5376.txt.2 cv344_5376.txt.3
#> topic5 topic6 topic6 topic6
#> cv345_9966.txt.1 cv346_19198.txt.1 cv346_19198.txt.2 cv346_19198.txt.3
#> topic6 topic3 topic5 topic5
#> cv346_19198.txt.4 cv346_19198.txt.5 cv346_19198.txt.6 cv346_19198.txt.7
#> topic5 topic5 topic5 topic5
#> cv347_14722.txt.1 cv347_14722.txt.2 cv348_19207.txt.1 cv348_19207.txt.2
#> topic6 topic6 topic5 topic5
#> cv348_19207.txt.3 cv349_15032.txt.1 cv349_15032.txt.2 cv349_15032.txt.3
#> topic5 topic3 topic1 topic1
#> cv349_15032.txt.4 cv349_15032.txt.5 cv350_22139.txt.1 cv350_22139.txt.2
#> topic1 <NA> topic6 topic3
#> cv351_17029.txt.1 cv351_17029.txt.2 cv352_5414.txt.1 cv352_5414.txt.2
#> topic2 topic2 topic3 topic3
#> cv353_19197.txt.1 cv353_19197.txt.2 cv353_19197.txt.3 cv354_8573.txt.1
#> topic5 topic5 topic3 topic4
#> cv354_8573.txt.2 cv355_18174.txt.1 cv355_18174.txt.2 cv356_26170.txt.1
#> topic4 topic2 topic2 topic5
#> cv356_26170.txt.2 cv356_26170.txt.3 cv356_26170.txt.4 cv357_14710.txt.1
#> topic5 topic5 topic5 topic2
#> cv357_14710.txt.2 cv357_14710.txt.3 cv357_14710.txt.4 cv357_14710.txt.5
#> topic2 <NA> topic2 topic5
#> cv357_14710.txt.6 cv358_11557.txt.1 cv358_11557.txt.2 cv358_11557.txt.3
#> topic5 topic6 topic6 topic6
#> cv359_6751.txt.1 cv359_6751.txt.2 cv360_8927.txt.1 cv360_8927.txt.2
#> topic1 topic1 topic1 topic1
#> cv360_8927.txt.3 cv360_8927.txt.4 cv360_8927.txt.5 cv361_28738.txt.1
#> topic6 topic5 topic5 topic1
#> cv361_28738.txt.2 cv361_28738.txt.3 cv362_16985.txt.1 cv362_16985.txt.2
#> topic1 topic1 topic3 topic3
#> cv362_16985.txt.3 cv362_16985.txt.4 cv362_16985.txt.5 cv363_29273.txt.1
#> <NA> topic3 topic3 topic4
#> cv364_14254.txt.1 cv364_14254.txt.2 cv364_14254.txt.3 cv364_14254.txt.4
#> topic2 topic5 topic5 topic5
#> cv364_14254.txt.5 cv364_14254.txt.6 cv364_14254.txt.7 cv364_14254.txt.8
#> topic2 topic5 topic5 topic5
#> cv365_12442.txt.1 cv365_12442.txt.2 cv365_12442.txt.3 cv365_12442.txt.4
#> topic4 topic3 topic3 topic3
#> cv365_12442.txt.5 cv365_12442.txt.6 cv365_12442.txt.7 cv365_12442.txt.8
#> topic3 topic3 topic3 topic3
#> cv365_12442.txt.9 cv365_12442.txt.10 cv365_12442.txt.11 cv366_10709.txt.1
#> topic3 topic3 topic3 topic3
#> cv366_10709.txt.2 cv366_10709.txt.3 cv367_24065.txt.1 cv367_24065.txt.2
#> topic3 topic3 topic5 topic5
#> cv367_24065.txt.3 cv367_24065.txt.4 cv367_24065.txt.5 cv367_24065.txt.6
#> topic5 topic5 topic2 topic5
#> cv367_24065.txt.7 cv367_24065.txt.8 cv367_24065.txt.9 cv367_24065.txt.10
#> topic3 topic6 topic5 topic5
#> cv368_11090.txt.1 cv368_11090.txt.2 cv368_11090.txt.3 cv368_11090.txt.4
#> topic5 topic5 topic5 topic5
#> cv369_14245.txt.1 cv369_14245.txt.2 cv369_14245.txt.3 cv369_14245.txt.4
#> topic5 topic5 topic5 topic5
#> cv370_5338.txt.1 cv370_5338.txt.2 cv370_5338.txt.3 cv371_8197.txt.1
#> topic5 topic5 topic5 topic5
#> cv371_8197.txt.2 cv371_8197.txt.3 cv372_6654.txt.1 cv372_6654.txt.2
#> topic2 topic3 topic6 topic6
#> cv372_6654.txt.3 cv373_21872.txt.1 cv373_21872.txt.2 cv373_21872.txt.3
#> topic2 topic4 topic4 topic4
#> cv374_26455.txt.1 cv374_26455.txt.2 cv375_9932.txt.1 cv375_9932.txt.2
#> topic4 topic4 topic3 topic3
#> cv375_9932.txt.3 cv375_9932.txt.4 cv375_9932.txt.5 cv375_9932.txt.6
#> topic1 topic1 <NA> <NA>
#> cv375_9932.txt.7 cv375_9932.txt.8 cv376_20883.txt.1 cv376_20883.txt.2
#> topic5 topic5 topic2 topic2
#> cv376_20883.txt.3 cv376_20883.txt.4 cv376_20883.txt.5 cv376_20883.txt.6
#> topic2 <NA> topic3 topic3
#> cv377_8440.txt.1 cv377_8440.txt.2 cv377_8440.txt.3 cv378_21982.txt.1
#> topic3 topic3 topic3 topic2
#> cv378_21982.txt.2 cv378_21982.txt.3 cv378_21982.txt.4 cv378_21982.txt.5
#> topic2 topic5 topic6 topic1
#> cv379_23167.txt.1 cv379_23167.txt.2 cv379_23167.txt.3 cv379_23167.txt.4
#> topic6 topic6 topic1 topic1
#> cv379_23167.txt.5 cv379_23167.txt.6 cv380_8164.txt.1 cv381_21673.txt.1
#> topic2 <NA> topic5 topic5
#> cv382_8393.txt.1 cv382_8393.txt.2 cv382_8393.txt.3 cv382_8393.txt.4
#> topic2 topic5 topic6 topic5
#> cv383_14662.txt.1 cv383_14662.txt.2 cv384_18536.txt.1 cv384_18536.txt.2
#> topic2 topic2 topic3 topic4
#> cv384_18536.txt.3 cv385_29621.txt.1 cv385_29621.txt.2 cv385_29621.txt.3
#> topic3 topic6 topic6 topic6
#> cv386_10229.txt.1 cv387_12391.txt.1 cv388_12810.txt.1 cv388_12810.txt.2
#> topic5 topic4 topic6 <NA>
#> cv388_12810.txt.3 cv388_12810.txt.4 cv388_12810.txt.5 cv388_12810.txt.6
#> topic5 topic2 topic3 topic5
#> cv388_12810.txt.7 cv388_12810.txt.8 cv388_12810.txt.9 cv389_9611.txt.1
#> topic5 topic6 <NA> topic3
#> cv389_9611.txt.2 cv389_9611.txt.3 cv390_12187.txt.1 cv391_11615.txt.1
#> topic3 topic5 topic3 topic6
#> cv391_11615.txt.2 cv391_11615.txt.3 cv391_11615.txt.4 cv391_11615.txt.5
#> <NA> topic6 <NA> topic3
#> cv391_11615.txt.6 cv392_12238.txt.1 cv393_29234.txt.1 cv394_5311.txt.1
#> topic6 topic2 topic4 topic3
#> cv394_5311.txt.2 cv395_11761.txt.1 cv396_19127.txt.1 cv397_28890.txt.1
#> topic3 topic2 topic4 topic6
#> cv397_28890.txt.2 cv397_28890.txt.3 cv397_28890.txt.4 cv397_28890.txt.5
#> topic6 topic6 <NA> topic6
#> cv397_28890.txt.6 cv398_17047.txt.1 cv398_17047.txt.2 cv399_28593.txt.1
#> topic6 topic5 topic5 topic6
#> cv399_28593.txt.2 cv399_28593.txt.3 cv399_28593.txt.4 cv399_28593.txt.5
#> topic1 topic1 topic6 topic6
#> cv400_20631.txt.1 cv400_20631.txt.2 cv401_13758.txt.1 cv401_13758.txt.2
#> topic3 topic4 topic6 topic6
#> cv401_13758.txt.3 cv402_16097.txt.1 cv403_6721.txt.1 cv403_6721.txt.2
#> topic6 topic2 topic1 topic6
#> cv403_6721.txt.3 cv404_21805.txt.1 cv404_21805.txt.2 cv404_21805.txt.3
#> topic1 topic4 topic6 topic3
#> cv405_21868.txt.1 cv405_21868.txt.2 cv405_21868.txt.3 cv405_21868.txt.4
#> topic5 topic4 topic4 topic4
#> cv405_21868.txt.5 cv405_21868.txt.6 cv406_22199.txt.1 cv407_23928.txt.1
#> topic4 topic4 topic4 topic2
#> cv407_23928.txt.2 cv407_23928.txt.3 cv407_23928.txt.4 cv407_23928.txt.5
#> topic2 topic2 topic2 topic2
#> cv407_23928.txt.6 cv407_23928.txt.7 cv408_5367.txt.1 cv408_5367.txt.2
#> topic2 topic2 topic1 topic1
#> cv409_29625.txt.1 cv409_29625.txt.2 cv409_29625.txt.3 cv410_25624.txt.1
#> topic1 topic1 topic1 topic2
#> cv410_25624.txt.2 cv410_25624.txt.3 cv410_25624.txt.4 cv410_25624.txt.5
#> <NA> topic2 topic4 topic4
#> cv410_25624.txt.6 cv410_25624.txt.7 cv411_16799.txt.1 cv412_25254.txt.1
#> topic4 topic4 topic4 topic6
#> cv412_25254.txt.2 cv412_25254.txt.3 cv412_25254.txt.4 cv413_7893.txt.1
#> topic4 topic3 topic3 topic5
#> cv413_7893.txt.2 cv413_7893.txt.3 cv413_7893.txt.4 cv413_7893.txt.5
#> topic3 <NA> topic2 topic2
#> cv413_7893.txt.6 cv414_11161.txt.1 cv414_11161.txt.2 cv414_11161.txt.3
#> topic2 topic2 topic2 topic2
#> cv414_11161.txt.4 cv414_11161.txt.5 cv415_23674.txt.1 cv415_23674.txt.2
#> topic2 topic3 topic5 topic5
#> cv415_23674.txt.3 cv415_23674.txt.4 cv415_23674.txt.5 cv415_23674.txt.6
#> topic6 topic6 topic5 topic5
#> cv415_23674.txt.7 cv416_12048.txt.1 cv416_12048.txt.2 cv416_12048.txt.3
#> topic5 topic1 topic1 topic1
#> cv416_12048.txt.4 cv416_12048.txt.5 cv416_12048.txt.6 cv417_14653.txt.1
#> topic1 topic1 topic1 topic1
#> cv418_16562.txt.1 cv418_16562.txt.2 cv418_16562.txt.3 cv418_16562.txt.4
#> topic5 topic5 topic4 topic5
#> cv419_14799.txt.1 cv419_14799.txt.2 cv419_14799.txt.3 cv419_14799.txt.4
#> <NA> topic2 topic2 topic2
#> cv419_14799.txt.5 cv419_14799.txt.6 cv419_14799.txt.7 cv419_14799.txt.8
#> topic2 topic3 topic1 <NA>
#> cv419_14799.txt.9 cv419_14799.txt.10 cv419_14799.txt.11 cv419_14799.txt.12
#> topic2 topic2 <NA> topic4
#> cv420_28631.txt.1 cv420_28631.txt.2 cv420_28631.txt.3 cv420_28631.txt.4
#> topic1 topic1 topic1 topic4
#> cv420_28631.txt.5 cv420_28631.txt.6 cv420_28631.txt.7 cv420_28631.txt.8
#> <NA> topic1 topic5 topic1
#> cv420_28631.txt.9 cv420_28631.txt.10 cv420_28631.txt.11 cv420_28631.txt.12
#> topic1 topic1 topic1 topic2
#> cv420_28631.txt.13 cv420_28631.txt.14 cv420_28631.txt.15 cv421_9752.txt.1
#> <NA> topic5 topic5 topic5
#> cv421_9752.txt.2 cv421_9752.txt.3 cv421_9752.txt.4 cv422_9632.txt.1
#> <NA> topic5 topic5 topic5
#> cv422_9632.txt.2 cv422_9632.txt.3 cv422_9632.txt.4 cv422_9632.txt.5
#> topic5 topic4 topic1 topic3
#> cv423_12089.txt.1 cv423_12089.txt.2 cv423_12089.txt.3 cv423_12089.txt.4
#> topic5 topic5 <NA> topic5
#> cv423_12089.txt.5 cv423_12089.txt.6 cv423_12089.txt.7 cv423_12089.txt.8
#> topic5 topic5 topic5 topic5
#> cv423_12089.txt.9 cv423_12089.txt.10 cv423_12089.txt.11 cv423_12089.txt.12
#> topic5 topic5 topic5 topic2
#> cv423_12089.txt.13 cv423_12089.txt.14 cv423_12089.txt.15 cv424_9268.txt.1
#> topic5 topic5 topic5 topic4
#> cv424_9268.txt.2 cv424_9268.txt.3 cv424_9268.txt.4 cv424_9268.txt.5
#> topic4 topic1 topic4 topic2
#> cv424_9268.txt.6 cv424_9268.txt.7 cv424_9268.txt.8 cv425_8603.txt.1
#> topic4 topic4 topic4 topic4
#> cv425_8603.txt.2 cv425_8603.txt.3 cv425_8603.txt.4 cv426_10976.txt.1
#> topic6 <NA> topic2 topic3
#> cv426_10976.txt.2 cv427_11693.txt.1 cv427_11693.txt.2 cv427_11693.txt.3
#> topic3 topic4 topic4 topic4
#> cv427_11693.txt.4 cv428_12202.txt.1 cv428_12202.txt.2 cv428_12202.txt.3
#> topic4 topic6 topic6 topic6
#> cv428_12202.txt.4 cv428_12202.txt.5 cv428_12202.txt.6 cv428_12202.txt.7
#> topic1 <NA> topic6 topic6
#> cv428_12202.txt.8 cv428_12202.txt.9 cv428_12202.txt.10 cv428_12202.txt.11
#> topic1 topic5 topic2 topic2
#> cv428_12202.txt.12 cv428_12202.txt.13 cv428_12202.txt.14 cv428_12202.txt.15
#> topic5 topic5 topic1 topic1
#> cv428_12202.txt.16 cv429_7937.txt.1 cv429_7937.txt.2 cv429_7937.txt.3
#> topic6 topic2 topic2 topic2
#> cv429_7937.txt.4 cv429_7937.txt.5 cv429_7937.txt.6 cv429_7937.txt.7
#> topic2 topic2 topic2 topic2
#> cv430_18662.txt.1 cv430_18662.txt.2 cv430_18662.txt.3 cv430_18662.txt.4
#> topic2 topic2 topic6 topic2
#> cv430_18662.txt.5 cv430_18662.txt.6 cv430_18662.txt.7 cv431_7538.txt.1
#> topic2 topic2 topic2 topic5
#> cv431_7538.txt.2 cv431_7538.txt.3 cv431_7538.txt.4 cv431_7538.txt.5
#> topic5 topic6 topic6 topic3
#> cv432_15873.txt.1 cv432_15873.txt.2 cv432_15873.txt.3 cv432_15873.txt.4
#> topic3 topic3 topic3 topic6
#> cv433_10443.txt.1 cv433_10443.txt.2 cv433_10443.txt.3 cv433_10443.txt.4
#> topic5 topic5 topic5 topic5
#> cv433_10443.txt.5 cv434_5641.txt.1 cv434_5641.txt.2 cv435_24355.txt.1
#> topic1 topic1 topic3 topic6
#> cv436_20564.txt.1 cv436_20564.txt.2 cv436_20564.txt.3 cv436_20564.txt.4
#> topic3 topic3 topic3 topic3
#> cv436_20564.txt.5 cv437_24070.txt.1 cv437_24070.txt.2 cv437_24070.txt.3
#> topic3 topic5 topic5 topic5
#> cv437_24070.txt.4 cv438_8500.txt.1 cv438_8500.txt.2 cv438_8500.txt.3
#> topic5 topic4 topic4 topic4
#> cv439_17633.txt.1 cv439_17633.txt.2 cv439_17633.txt.3 cv439_17633.txt.4
#> topic2 topic2 topic2 topic2
#> cv440_16891.txt.1 cv440_16891.txt.2 cv441_15276.txt.1 cv441_15276.txt.2
#> topic4 topic4 topic3 topic4
#> cv441_15276.txt.3 cv441_15276.txt.4 cv441_15276.txt.5 cv441_15276.txt.6
#> topic5 topic3 topic3 topic3
#> cv441_15276.txt.7 cv441_15276.txt.8 cv442_15499.txt.1 cv442_15499.txt.2
#> topic3 <NA> topic3 topic3
#> cv442_15499.txt.3 cv442_15499.txt.4 cv442_15499.txt.5 cv442_15499.txt.6
#> topic3 topic6 topic6 topic3
#> cv442_15499.txt.7 cv442_15499.txt.8 cv442_15499.txt.9 cv442_15499.txt.10
#> topic3 topic3 topic3 <NA>
#> cv442_15499.txt.11 cv442_15499.txt.12 cv442_15499.txt.13 cv442_15499.txt.14
#> topic2 topic2 topic6 topic3
#> cv443_22367.txt.1 cv443_22367.txt.2 cv443_22367.txt.3 cv444_9975.txt.1
#> topic4 topic4 topic4 topic5
#> cv444_9975.txt.2 cv445_26683.txt.1 cv445_26683.txt.2 cv445_26683.txt.3
#> topic1 topic4 topic2 topic1
#> cv445_26683.txt.4 cv446_12209.txt.1 cv446_12209.txt.2 cv446_12209.txt.3
#> topic1 topic6 topic6 topic6
#> cv446_12209.txt.4 cv446_12209.txt.5 cv446_12209.txt.6 cv447_27334.txt.1
#> topic6 topic6 topic6 topic5
#> cv447_27334.txt.2 cv448_16409.txt.1 cv449_9126.txt.1 cv450_8319.txt.1
#> topic6 topic6 topic5 topic5
#> cv450_8319.txt.2 cv451_11502.txt.1 cv451_11502.txt.2 cv451_11502.txt.3
#> topic5 topic6 topic6 topic6
#> cv451_11502.txt.4 cv451_11502.txt.5 cv452_5179.txt.1 cv452_5179.txt.2
#> topic5 topic6 topic2 topic6
#> cv453_10911.txt.1 cv453_10911.txt.2 cv453_10911.txt.3 cv453_10911.txt.4
#> topic2 topic2 topic2 topic2
#> cv453_10911.txt.5 cv453_10911.txt.6 cv453_10911.txt.7 cv453_10911.txt.8
#> topic2 topic2 topic2 topic2
#> cv454_21961.txt.1 cv454_21961.txt.2 cv454_21961.txt.3 cv455_28866.txt.1
#> topic5 topic5 topic5 topic4
#> cv456_20370.txt.1 cv456_20370.txt.2 cv456_20370.txt.3 cv456_20370.txt.4
#> <NA> topic4 topic4 <NA>
#> cv456_20370.txt.5 cv456_20370.txt.6 cv456_20370.txt.7 cv456_20370.txt.8
#> topic5 topic2 topic4 topic4
#> cv456_20370.txt.9 cv456_20370.txt.10 cv456_20370.txt.11 cv456_20370.txt.12
#> topic3 topic4 topic4 <NA>
#> cv456_20370.txt.13 cv456_20370.txt.14 cv456_20370.txt.15 cv456_20370.txt.16
#> topic3 topic5 topic3 topic3
#> cv456_20370.txt.17 cv456_20370.txt.18 cv456_20370.txt.19 cv456_20370.txt.20
#> topic4 topic4 topic2 topic4
#> cv456_20370.txt.21 cv456_20370.txt.22 cv456_20370.txt.23 cv456_20370.txt.24
#> topic4 topic4 <NA> topic6
#> cv456_20370.txt.25 cv456_20370.txt.26 cv456_20370.txt.27 cv456_20370.txt.28
#> topic4 <NA> topic4 <NA>
#> cv456_20370.txt.29 cv456_20370.txt.30 cv456_20370.txt.31 cv456_20370.txt.32
#> topic6 topic6 <NA> topic3
#> cv456_20370.txt.33 cv456_20370.txt.34 cv456_20370.txt.35 cv456_20370.txt.36
#> <NA> <NA> <NA> topic1
#> cv457_19546.txt.1 cv457_19546.txt.2 cv457_19546.txt.3 cv457_19546.txt.4
#> topic1 topic1 topic1 topic1
#> cv458_9000.txt.1 cv458_9000.txt.2 cv458_9000.txt.3 cv458_9000.txt.4
#> topic2 topic1 <NA> topic2
#> cv459_21834.txt.1 cv459_21834.txt.2 cv459_21834.txt.3 cv459_21834.txt.4
#> topic3 topic3 topic3 topic3
#> cv459_21834.txt.5 cv460_11723.txt.1 cv460_11723.txt.2 cv460_11723.txt.3
#> topic3 topic5 topic5 topic5
#> cv461_21124.txt.1 cv462_20788.txt.1 cv462_20788.txt.2 cv463_10846.txt.1
#> topic2 topic6 topic6 topic3
#> cv464_17076.txt.1 cv464_17076.txt.2 cv464_17076.txt.3 cv465_23401.txt.1
#> topic6 topic3 topic3 topic4
#> cv466_20092.txt.1 cv466_20092.txt.2 cv467_26610.txt.1 cv467_26610.txt.2
#> topic3 topic5 topic5 topic2
#> cv468_16844.txt.1 cv468_16844.txt.2 cv468_16844.txt.3 cv469_21998.txt.1
#> topic2 topic2 topic2 topic4
#> cv469_21998.txt.2 cv469_21998.txt.3 cv469_21998.txt.4 cv469_21998.txt.5
#> topic4 topic3 <NA> topic4
#> cv469_21998.txt.6 cv469_21998.txt.7 cv469_21998.txt.8 cv470_17444.txt.1
#> topic4 topic4 <NA> topic6
#> cv470_17444.txt.2 cv470_17444.txt.3 cv471_18405.txt.1 cv471_18405.txt.2
#> topic6 topic6 topic3 topic5
#> cv471_18405.txt.3 cv471_18405.txt.4 cv471_18405.txt.5 cv471_18405.txt.6
#> topic1 topic2 topic1 topic1
#> cv471_18405.txt.7 cv472_29140.txt.1 cv472_29140.txt.2 cv472_29140.txt.3
#> topic1 topic3 topic3 topic5
#> cv472_29140.txt.4 cv472_29140.txt.5 cv472_29140.txt.6 cv473_7869.txt.1
#> topic3 topic3 topic3 topic3
#> cv473_7869.txt.2 cv473_7869.txt.3 cv473_7869.txt.4 cv473_7869.txt.5
#> topic3 topic3 topic3 topic3
#> cv473_7869.txt.6 cv473_7869.txt.7 cv473_7869.txt.8 cv473_7869.txt.9
#> topic1 <NA> topic4 topic1
#> cv473_7869.txt.10 cv473_7869.txt.11 cv473_7869.txt.12 cv473_7869.txt.13
#> topic3 topic3 topic3 topic3
#> cv473_7869.txt.14 cv474_10682.txt.1 cv474_10682.txt.2 cv474_10682.txt.3
#> topic3 topic4 <NA> topic6
#> cv474_10682.txt.4 cv475_22978.txt.1 cv475_22978.txt.2 cv475_22978.txt.3
#> topic4 topic5 topic1 topic6
#> cv475_22978.txt.4 cv475_22978.txt.5 cv475_22978.txt.6 cv475_22978.txt.7
#> <NA> topic6 topic6 topic6
#> cv475_22978.txt.8 cv475_22978.txt.9 cv476_18402.txt.1 cv476_18402.txt.2
#> topic6 topic6 topic1 topic4
#> cv476_18402.txt.3 cv476_18402.txt.4 cv477_23530.txt.1 cv478_15921.txt.1
#> topic6 topic6 topic3 topic3
#> cv478_15921.txt.2 cv478_15921.txt.3 cv478_15921.txt.4 cv478_15921.txt.5
#> topic3 topic3 <NA> <NA>
#> cv478_15921.txt.6 cv478_15921.txt.7 cv478_15921.txt.8 cv478_15921.txt.9
#> topic3 topic4 topic6 topic3
#> cv478_15921.txt.10 cv478_15921.txt.11 cv478_15921.txt.12 cv478_15921.txt.13
#> topic2 topic3 <NA> topic3
#> cv479_5450.txt.1 cv479_5450.txt.2 cv479_5450.txt.3 cv480_21195.txt.1
#> topic2 topic1 topic2 topic4
#> cv480_21195.txt.2 cv480_21195.txt.3 cv480_21195.txt.4 cv480_21195.txt.5
#> topic4 <NA> topic3 <NA>
#> cv480_21195.txt.6 cv480_21195.txt.7 cv480_21195.txt.8 cv480_21195.txt.9
#> topic6 topic5 topic5 topic4
#> cv480_21195.txt.10 cv480_21195.txt.11 cv480_21195.txt.12 cv480_21195.txt.13
#> topic4 topic3 topic3 topic2
#> cv480_21195.txt.14 cv480_21195.txt.15 cv480_21195.txt.16 cv480_21195.txt.17
#> topic5 topic2 topic5 topic2
#> cv480_21195.txt.18 cv480_21195.txt.19 cv481_7930.txt.1 cv482_11233.txt.1
#> topic4 topic6 topic5 topic2
#> cv483_18103.txt.1 cv483_18103.txt.2 cv483_18103.txt.3 cv484_26169.txt.1
#> topic6 topic3 topic3 topic4
#> cv484_26169.txt.2 cv485_26879.txt.1 cv485_26879.txt.2 cv485_26879.txt.3
#> topic4 topic4 topic4 topic4
#> cv485_26879.txt.4 cv485_26879.txt.5 cv486_9788.txt.1 cv486_9788.txt.2
#> topic4 topic4 <NA> topic3
#> cv486_9788.txt.3 cv486_9788.txt.4 cv486_9788.txt.5 cv486_9788.txt.6
#> topic3 topic3 topic3 topic3
#> cv486_9788.txt.7 cv487_11058.txt.1 cv487_11058.txt.2 cv488_21453.txt.1
#> topic3 topic4 topic4 topic6
#> cv488_21453.txt.2 cv489_19046.txt.1 cv489_19046.txt.2 cv489_19046.txt.3
#> topic6 topic6 topic6 topic6
#> cv489_19046.txt.4 cv489_19046.txt.5 cv490_18986.txt.1 cv491_12992.txt.1
#> topic3 topic6 topic6 topic2
#> cv491_12992.txt.2 cv491_12992.txt.3 cv492_19370.txt.1 cv493_14135.txt.1
#> topic2 topic2 topic4 topic6
#> cv494_18689.txt.1 cv494_18689.txt.2 cv495_16121.txt.1 cv495_16121.txt.2
#> topic3 topic3 topic5 topic5
#> cv495_16121.txt.3 cv495_16121.txt.4 cv496_11185.txt.1 cv497_27086.txt.1
#> topic5 topic5 topic2 topic6
#> cv498_9288.txt.1 cv499_11407.txt.1 cv499_11407.txt.2 cv499_11407.txt.3
#> topic1 topic2 topic6 topic6
#> Levels: topic1 topic2 topic3 topic4 topic5 topic6
# }