In [1]:
N_TOPICS = 100
In [2]:
import json
def deserialize_object(file_name):
f = open(file_name, 'r', encoding='utf-8')
obj = json.load(f)
f.close()
return obj
labels = deserialize_object('PG.' + str(N_TOPICS) + '.labels.json')
texts = deserialize_object('PG.' + str(N_TOPICS) + '.texts.json')
raw_texts = deserialize_object('PG.' + str(N_TOPICS) + '.raw_texts.json')
topics_demographics = deserialize_object(str(N_TOPICS) + '.topics_demographics_results.json')
print(len(labels))
print(len(texts))
print(len(raw_texts))
140960 140960 140960
In [3]:
from gensim import corpora, models, similarities
from gensim.models.wrappers import LdaMallet
gensim_dictionary = corpora.Dictionary.load('PG.' + str(N_TOPICS) + '.gensim_dictionary.dict')
gensim_corpus = corpora.MmCorpus('PG.' + str(N_TOPICS) + '.gensim_corpus.mm')
gensim_lda_corpus = corpora.MmCorpus('PG.' + str(N_TOPICS) + '.gensim_lda_corpus.mm')
lda_model = models.LdaModel.load('PG.' + str(N_TOPICS) + '.lda_model.model')
print(len(gensim_dictionary))
print(len(gensim_corpus))
print(len(gensim_lda_corpus))
print(lda_model.num_topics, lda_model.num_terms)
WARNING:root:random_state not set so using default value WARNING:root:failed to load state from PG.100.lda_model.model.state: [Errno 2] No such file or directory: 'PG.100.lda_model.model.state'
47221 140960 140960 100 47221
In [4]:
from gensim.matutils import corpus2dense
matrix = corpus2dense(gensim_lda_corpus, lda_model.num_topics)
matrix = matrix.T
print(matrix.shape)
(140960, 100)
In [5]:
n_chunks = {}
topic_hash = {}
for a in range(0, len(matrix)):
source_text = labels[a].split(' ')[0]
if source_text not in n_chunks:
n_chunks[source_text] = 0
n_chunks[source_text] += 1
if source_text not in topic_hash:
topic_hash[source_text] = matrix[a]
else:
for b in range(0, lda_model.num_topics):
topic_hash[source_text][b] += matrix[a][b]
new_labels = []
new_matrix = []
for l, n_chunks in n_chunks.items():
new_labels.append(l)
new_row = []
for t in topic_hash[l]:
v = int(round(t / float(n_chunks) * 100))
if v < 2:
v = 0
new_row.append(v)
new_matrix.append(new_row)
print(len(new_labels), len(new_matrix), len(new_matrix[0]))
71 71 100
In [6]:
print(new_labels[0], new_matrix[0])
print()
print(new_matrix[0][0], new_matrix[1][0], new_matrix[2][1], new_matrix[3][0])
Baker_Samuel_White_Sir_Ismailia_PG_3607.txt [0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 2, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0] 0 4 0 3
In [7]:
import numpy as np
from scipy.stats import pearsonr
t_new_matrix = np.array(new_matrix)
t_new_matrix = t_new_matrix.T
r_values = []
for_reporting = []
for a in range(0, t_new_matrix.shape[0] - 1):
for b in range(a + 1, t_new_matrix.shape[0]):
r_values.append(pearsonr(t_new_matrix[a], t_new_matrix[b])[0])
for_reporting.append([a, b, pearsonr(t_new_matrix[a], t_new_matrix[b])[0]])
for a in range(0, len(r_values)):
if np.isnan(r_values[a]) == True:
r_values[a] = 0.0
print(t_new_matrix.shape)
print(len(r_values))
/home/spenteco/anaconda2/envs/py3/lib/python3.7/site-packages/scipy/stats/stats.py:3399: PearsonRConstantInputWarning: An input array is constant; the correlation coefficent is not defined. warnings.warn(PearsonRConstantInputWarning())
(100, 71) 4950
In [8]:
%matplotlib inline
import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
sns.distplot(r_values);
In [9]:
for r in for_reporting:
if r[2] > 0.5:
print(r)
print()
for r in for_reporting:
if r[2] < -0.5:
print(r)
[0, 38, 0.5119809548384487] [1, 48, 0.5690426379538917] [1, 66, 0.5362272057642361] [2, 7, 0.7235422909751089] [2, 72, 0.5464285454345058] [2, 96, 0.8296141419735562] [3, 25, 0.5859370568194157] [3, 61, 0.639285571228168] [7, 96, 0.5923037613636137] [10, 22, 0.9999999999999999] [10, 44, 0.7020378500174637] [10, 60, 0.5040016146964208] [11, 26, 0.6519954177060028] [11, 48, 0.5154418051481084] [12, 39, 0.8761981272309185] [12, 99, 0.5380736728222205] [15, 59, 0.520646429049151] [16, 28, 0.5348356977481732] [16, 67, 0.6236566210251068] [17, 28, 0.6988669472648272] [17, 37, 0.7583028670391774] [17, 54, 0.6762888812069802] [17, 63, 0.5466739449872094] [17, 86, 0.558277782800622] [19, 94, 0.8427993274037708] [22, 44, 0.7020378500174637] [22, 60, 0.5040016146964208] [23, 62, 0.5338971635794494] [25, 61, 0.512174631112188] [28, 37, 0.5279142441930862] [28, 54, 0.7240300285890439] [28, 63, 0.7172590701351487] [30, 35, 0.8145882438193184] [30, 71, 0.8145882438193184] [30, 89, 0.653658536585366] [30, 90, 0.8145882438193183] [30, 92, 0.5246967941530906] [35, 64, 0.545389678204754] [35, 71, 0.9999999999999999] [35, 89, 0.8145882438193185] [35, 90, 0.9999999999999998] [37, 54, 0.6213091351195331] [37, 86, 0.5066246137611593] [39, 99, 0.6059795688083006] [40, 74, 0.6682017090017645] [42, 55, 0.5599062297452235] [42, 91, 0.5150019933423664] [43, 59, 0.5107930868646674] [44, 60, 0.6210077967752109] [44, 95, 0.5289105806702932] [46, 82, 1.0] [51, 73, 0.7456785876210715] [54, 63, 0.5379598677142838] [59, 88, 0.5125583652902186] [62, 96, 0.5130073339739257] [64, 71, 0.545389678204754] [64, 89, 0.597229203281502] [64, 90, 0.545389678204754] [65, 96, 0.5238302950658338] [67, 88, 0.5628479088927008] [71, 89, 0.8145882438193185] [71, 90, 0.9999999999999998] [75, 91, 0.7063617790812173] [80, 99, 0.5829939565744798] [89, 90, 0.8145882438193184] [17, 50, -0.5118899252220916] [37, 50, -0.6116733440231943]
In [10]:
import csv
f = open('topic_matrix.csv', 'w', encoding='utf-8')
w = csv.writer(f)
header = ['']
for a in range(0, len(new_matrix[0])):
header.append(a)
w.writerow(header)
for a in range(0, len(new_labels)):
w.writerow([new_labels[a]] + new_matrix[a])
f.close()
In [11]:
from collections import defaultdict
topic_word_counts = defaultdict(lambda: defaultdict(int))
word_topics = lda_model.load_word_topics()
for topic_n, word_counts in enumerate(word_topics):
for word_n, word_count in enumerate(word_counts):
topic_word_counts[topic_n][gensim_dictionary[word_n]] = word_count
In [12]:
from collections import Counter
def get_words_for_topic(topic_n):
results = []
for w in Counter(topic_word_counts[topic_n]).most_common(50):
results.append(w[0] + ' ' + str(int(w[1])))
return '; '.join(results)
print(get_words_for_topic(0))
#print()
#print(topics_demographics['0']['labels_found'])
back 530; man 524; fell 458; feet 441; hand 429; moment 396; head 391; cried 320; blood 297; ground 296; hands 289; made 280; dead 269; seized 253; blow 249; struck 249; instant 249; arm 247; arms 241; cry 238; face 236; eyes 230; time 229; turned 227; stood 227; sprang 219; threw 216; held 201; forward 201; wild 198; body 195; rushed 185; suddenly 183; half 179; rage 179; caught 177; sword 166; gave 166; breath 163; strength 159; terror 156; hold 149; ran 142; cut 142; left 139; foot 134; lay 133; knife 132; sudden 130; death 128
In [13]:
import textwrap
for r in for_reporting:
if r[2] >= 0.50:
print()
print('topics', r[0], 'and', r[1], ' -- correlation', r[2])
print()
print('\ttopic', r[0], 'words and high percentage chunks:')
print('\n\t' + '\n\t'.join(textwrap.wrap(get_words_for_topic(r[0]), 80)))
print()
for l in topics_demographics[str(r[0])]['labels_found'][:10]:
print('\t', l[0], l[1])
print()
print('\ttopic', r[1], 'words and high percentage chunks:')
print('\n\t' + '\n\t'.join(textwrap.wrap(get_words_for_topic(r[1]), 80)))
print()
for l in topics_demographics[str(r[1])]['labels_found'][:10]:
print('\t', l[0], l[1])
for r in for_reporting:
if r[2] <= -0.50:
print()
print('topics', r[0], 'and', r[1], ' -- correlation', r[2])
print()
print('\ttopic', r[0], 'words and high percentage chunks:')
print('\n\t' + '\n\t'.join(textwrap.wrap(get_words_for_topic(r[0]), 80)))
print()
for l in topics_demographics[str(r[0])]['labels_found'][:10]:
print('\t', l[0], l[1])
print()
print('\ttopic', r[1], 'words and high percentage chunks:')
print('\n\t' + '\n\t'.join(textwrap.wrap(get_words_for_topic(r[1]), 80)))
print()
for l in topics_demographics[str(r[1])]['labels_found'][:10]:
print('\t', l[0], l[1])
topics 0 and 38 -- correlation 0.5119809548384487 topic 0 words and high percentage chunks: back 530; man 524; fell 458; feet 441; hand 429; moment 396; head 391; cried 320; blood 297; ground 296; hands 289; made 280; dead 269; seized 253; blow 249; struck 249; instant 249; arm 247; arms 241; cry 238; face 236; eyes 230; time 229; turned 227; stood 227; sprang 219; threw 216; held 201; forward 201; wild 198; body 195; rushed 185; suddenly 183; half 179; rage 179; caught 177; sword 166; gave 166; breath 163; strength 159; terror 156; hold 149; ran 142; cut 142; left 139; foot 134; lay 133; knife 132; sudden 130; death 128 0.75 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1849 0.71 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 253 0.70 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 281 0.69 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 1667 0.69 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 225 0.68 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 400 0.67 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3640 0.67 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 2210 0.66 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 1112 0.66 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 1591 topic 38 words and high percentage chunks: light 701; sun 650; sky 534; wind 520; night 468; air 406; dark 403; white 399; clouds 347; moon 305; blue 293; rain 292; cloud 290; day 280; black 262; storm 256; stars 255; sea 248; trees 245; long 241; darkness 229; earth 209; smoke 193; water 190; shadows 187; gray 186; looked 184; great 182; fell 177; low 176; forest 176; rose 165; shadow 165; red 163; bright 158; morning 157; shone 157; lay 154; deep 154; cold 153; window 150; eyes 143; rising 142; beneath 141; heavy 141; snow 139; summer 138; distant 137; horizon 135; mist 135 0.75 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 379 0.70 Warner_Susan_Daisy_PG_18687_8.txt 2239 0.69 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 3181 0.68 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 86 0.68 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 1512 0.68 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 1404 0.65 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2782 0.65 Dunbar_Paul_Laurence_The_Strength_of_Gideon_and_Other_Stories_PG_15886.txt 1197 0.63 Optic_Oliver_A_Victorious_Union_PG_18678.txt 1601 0.63 Glasgow_Ellen_Anderson_Gholson_The_Voice_of_the_People_PG_16505_8.txt 2073 topics 1 and 48 -- correlation 0.5690426379538917 topic 1 words and high percentage chunks: music 352; voice 293; sing 272; song 259; singing 252; sang 199; dance 144; heard 130; church 119; sweet 118; songs 111; sung 110; hymn 104; voices 96; words 95; hear 91; played 87; chorus 87; choir 84; bird 82; play 79; notes 79; began 75; musical 74; playing 74; tune 74; piano 71; dancing 69; air 68; organ 61; soul 60; danced 58; called 56; solemn 55; sound 53; prayer 53; parson 53; note 52; time 51; melody 51; flute 50; ear 49; listened 48; hymns 44; ears 43; joined 42; band 42; laughter 41; birds 40; strains 40 0.83 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 2016 0.81 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2733 0.80 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 347 0.79 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 790 0.78 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 578 0.77 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1977 0.76 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3453 0.76 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2807 0.76 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4146 0.76 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 802 topic 48 words and high percentage chunks: dead 834; man 252; grave 218; die 218; death 199; body 173; alive 167; killed 146; poor 145; died 139; living 134; live 128; life 121; buried 111; place 97; kill 87; back 72; bury 70; monument 68; funeral 63; thing 62; soul 56; murdered 55; bodies 55; coffin 55; shot 54; graves 54; soldier 52; spot 50; memory 49; fallen 48; told 48; laid 47; stone 47; corpse 47; burial 46; lies 45; till 44; dying 44; fellow 43; ground 43; pig 43; night 42; lost 42; lie 40; mourning 39; strange 38; long 36; brought 34; fall 34 0.89 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 1357 0.85 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 856 0.85 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 420 0.85 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 1096 0.85 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 2480 0.82 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 309 0.82 Crane_Stephen_The_Red_Badge_of_Courage_An_Episode_of_the_American_Civil_War_PG_73.txt 101 0.80 Crane_Stephen_The_Red_Badge_of_Courage_An_Episode_of_the_American_Civil_War_PG_73.txt 557 0.80 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1739 0.78 Glasgow_Ellen_Anderson_Gholson_The_Voice_of_the_People_PG_16505_8.txt 2004 topics 1 and 66 -- correlation 0.5362272057642361 topic 1 words and high percentage chunks: music 352; voice 293; sing 272; song 259; singing 252; sang 199; dance 144; heard 130; church 119; sweet 118; songs 111; sung 110; hymn 104; voices 96; words 95; hear 91; played 87; chorus 87; choir 84; bird 82; play 79; notes 79; began 75; musical 74; playing 74; tune 74; piano 71; dancing 69; air 68; organ 61; soul 60; danced 58; called 56; solemn 55; sound 53; prayer 53; parson 53; note 52; time 51; melody 51; flute 50; ear 49; listened 48; hymns 44; ears 43; joined 42; band 42; laughter 41; birds 40; strains 40 0.83 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 2016 0.81 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2733 0.80 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 347 0.79 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 790 0.78 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 578 0.77 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1977 0.76 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3453 0.76 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2807 0.76 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4146 0.76 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 802 topic 66 words and high percentage chunks: flowers 431; green 293; white 246; leaves 231; garden 223; trees 200; grass 193; roses 164; sweet 158; tree 151; spring 146; morning 135; birds 133; air 130; blue 129; blossoms 128; rose 121; flower 121; summer 119; wild 116; day 108; fields 95; bloom 95; yellow 93; vines 90; purple 85; winter 85; fruit 82; earth 80; golden 79; soft 78; fresh 77; bird 77; red 75; fragrant 75; full 74; great 73; sun 73; beautiful 72; snow 70; year 68; sunshine 66; bees 66; apple 65; bright 63; silver 62; yard 62; plants 62; season 59; vine 59 0.90 Optic_Oliver_On_The_Blockade_PG_18617.txt 914 0.86 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 1339 0.84 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 840 0.84 Optic_Oliver_A_Victorious_Union_PG_18678.txt 1435 0.84 Optic_Oliver_Stand_By_The_Union_PG_18816.txt 1129 0.84 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 1600 0.83 Optic_Oliver_Stand_By_The_Union_PG_18816.txt 1184 0.83 Optic_Oliver_Stand_By_The_Union_PG_18816.txt 522 0.83 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 145 0.82 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 344 topics 2 and 7 -- correlation 0.7235422909751089 topic 2 words and high percentage chunks: men 690; women 285; soldiers 168; children 164; crowd 127; faces 126; great 98; wagons 86; horses 85; camp 81; heads 79; red 71; boys 71; flag 71; blue 69; arms 67; negroes 67; streets 64; thousands 63; side 59; hats 58; white 57; regiment 55; bodies 54; long 53; line 50; sight 50; cheers 50; officers 49; young 48; made 47; filled 47; mothers 47; youth 46; groups 46; hundred 45; scene 43; gray 43; girls 42; began 41; comrades 41; boxes 40; waving 39; cheer 39; gathered 39; places 38; running 37; tents 37; ragged 37; coats 37 0.74 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 176 0.70 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4236 0.70 Warner_Susan_Daisy_PG_18687_8.txt 357 0.69 Harris_Joel_Chandler_On_the_Plantation_A_Story_of_a_Georgia_Boy_s_Adve_PG_50701.txt 298 0.69 Harris_Joel_Chandler_On_the_Plantation_A_Story_of_a_Georgia_Boy_s_Adve_PG_50701.txt 284 0.69 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 559 0.68 Harris_Joel_Chandler_On_the_Plantation_A_Story_of_a_Georgia_Boy_s_Adve_PG_50701.txt 285 0.68 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2532 0.65 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 230 0.65 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 937 topic 7 words and high percentage chunks: thought 565; mind 398; looked 362; man 274; time 258; words 257; felt 233; eyes 225; thoughts 216; knew 213; strange 206; remembered 205; face 190; suddenly 182; things 165; thing 154; back 131; moment 131; thinking 128; made 121; times 119; youth 111; spoke 109; stood 107; sudden 106; sight 104; changed 103; dream 100; heart 99; feeling 97; sat 96; silent 92; wondered 88; sort 85; meaning 85; read 83; manner 82; question 80; caught 79; girl 79; met 78; speak 78; wondering 76; presence 75; young 72; memory 72; struck 71; kind 70; recalled 70; change 67 0.72 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1995 0.70 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2892 0.69 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2023 0.69 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 3092 0.68 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1927 0.66 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 3165 0.63 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2503 0.62 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1884 0.61 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2773 0.61 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 3254 topics 2 and 72 -- correlation 0.5464285454345058 topic 2 words and high percentage chunks: men 690; women 285; soldiers 168; children 164; crowd 127; faces 126; great 98; wagons 86; horses 85; camp 81; heads 79; red 71; boys 71; flag 71; blue 69; arms 67; negroes 67; streets 64; thousands 63; side 59; hats 58; white 57; regiment 55; bodies 54; long 53; line 50; sight 50; cheers 50; officers 49; young 48; made 47; filled 47; mothers 47; youth 46; groups 46; hundred 45; scene 43; gray 43; girls 42; began 41; comrades 41; boxes 40; waving 39; cheer 39; gathered 39; places 38; running 37; tents 37; ragged 37; coats 37 0.74 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 176 0.70 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4236 0.70 Warner_Susan_Daisy_PG_18687_8.txt 357 0.69 Harris_Joel_Chandler_On_the_Plantation_A_Story_of_a_Georgia_Boy_s_Adve_PG_50701.txt 298 0.69 Harris_Joel_Chandler_On_the_Plantation_A_Story_of_a_Georgia_Boy_s_Adve_PG_50701.txt 284 0.69 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 559 0.68 Harris_Joel_Chandler_On_the_Plantation_A_Story_of_a_Georgia_Boy_s_Adve_PG_50701.txt 285 0.68 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2532 0.65 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 230 0.65 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 937 topic 72 words and high percentage chunks: boy 257; hand 182; chap 115; mouth 111; pocket 100; knife 100; head 96; man 85; hat 83; eye 81; put 80; handkerchief 76; nose 70; thumb 65; finger 64; soldier 64; back 59; blood 59; tobacco 57; cut 55; black 53; end 50; eyes 49; air 48; cap 48; youth 48; drop 47; big 47; piece 46; shoulders 46; pipe 46; shut 44; throat 44; drew 42; red 41; muttered 39; hole 37; shoulder 37; looked 37; fingers 37; left 36; side 35; made 34; began 34; hold 34; tall 33; fat 32; pull 32; water 31; point 31 0.68 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 497 0.68 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 388 0.66 Holmes_Mary_Jane_Lena_Rivers_PG_12835.txt 636 0.65 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 239 0.65 Keenan_Henry_F_Henry_Francis_The_Iron_Game_A_Tale_of_the_War_PG_10062.txt 258 0.65 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3124 0.62 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 496 0.60 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3126 0.57 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 319 0.55 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 2229 topics 2 and 96 -- correlation 0.8296141419735562 topic 2 words and high percentage chunks: men 690; women 285; soldiers 168; children 164; crowd 127; faces 126; great 98; wagons 86; horses 85; camp 81; heads 79; red 71; boys 71; flag 71; blue 69; arms 67; negroes 67; streets 64; thousands 63; side 59; hats 58; white 57; regiment 55; bodies 54; long 53; line 50; sight 50; cheers 50; officers 49; young 48; made 47; filled 47; mothers 47; youth 46; groups 46; hundred 45; scene 43; gray 43; girls 42; began 41; comrades 41; boxes 40; waving 39; cheer 39; gathered 39; places 38; running 37; tents 37; ragged 37; coats 37 0.74 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 176 0.70 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4236 0.70 Warner_Susan_Daisy_PG_18687_8.txt 357 0.69 Harris_Joel_Chandler_On_the_Plantation_A_Story_of_a_Georgia_Boy_s_Adve_PG_50701.txt 298 0.69 Harris_Joel_Chandler_On_the_Plantation_A_Story_of_a_Georgia_Boy_s_Adve_PG_50701.txt 284 0.69 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 559 0.68 Harris_Joel_Chandler_On_the_Plantation_A_Story_of_a_Georgia_Boy_s_Adve_PG_50701.txt 285 0.68 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2532 0.65 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 230 0.65 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 937 topic 96 words and high percentage chunks: heard 706; sound 486; hear 255; voice 235; voices 222; ears 220; loud 199; sounds 194; noise 167; long 160; men 157; time 155; cry 154; sounded 150; air 144; silence 144; ear 140; laughter 127; roar 121; feet 120; suddenly 110; shouts 103; cries 103; thunder 98; coming 98; listened 98; call 97; broke 92; wild 88; began 87; whistle 87; great 85; short 85; louder 83; shouted 81; stillness 81; words 79; shout 79; horses 78; ceased 76; night 75; presently 73; fell 72; drums 71; burst 70; notes 69; quick 67; deep 67; ringing 65; startled 64 0.67 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 25 0.66 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 86 0.65 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 62 0.64 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1046 0.61 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1608 0.60 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2128 0.59 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 495 0.59 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 29 0.59 Allen_James_Lane_A_Kentucky_Cardinal_A_Story_PG_11532.txt 156 0.58 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 195 topics 3 and 25 -- correlation 0.5859370568194157 topic 3 words and high percentage chunks: man 438; girl 234; good 224; matter 203; make 199; father 190; feel 178; mind 175; made 155; respect 154; feelings 150; reason 149; question 139; feeling 136; friend 132; honest 131; people 129; wrong 127; give 124; words 121; cousin 120; son 114; regard 113; kindness 107; duty 106; natural 105; speak 105; confidence 104; present 104; truth 104; southern 102; heart 99; views 99; opinion 98; trust 98; fact 94; sympathy 92; understand 90; sense 90; felt 85; act 82; hard 82; treated 81; believed 81; admit 81; love 81; earnest 81; subject 79; fear 77; open 74 0.68 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 844 0.68 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 441 0.66 Stuart_Ruth_McEnery_Moriah_s_Mourning_and_Other_Half_Hour_Sketches_PG_20438_8.txt 217 0.66 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 2680 0.66 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 676 0.66 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 1052 0.66 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 516 0.65 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 535 0.63 Roe_Edward_Payson_Miss_Lou_PG_5309.txt 1040 0.62 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 502 topic 25 words and high percentage chunks: day 350; heart 341; long 248; strength 208; thought 196; felt 193; pain 188; great 182; ill 173; weary 169; mind 169; rest 169; poor 161; days 159; death 154; fever 154; suffering 150; passed 144; sick 144; anxiety 142; night 137; father 134; home 128; relief 122; excitement 122; times 121; bear 119; found 116; care 115; feeling 115; danger 114; condition 112; body 112; brought 110; suffered 110; knew 109; hours 106; heavy 103; change 102; weak 102; quiet 99; worn 97; health 96; feel 95; life 92; fear 92; nervous 92; physical 90; hard 90; left 89 0.76 Keenan_Henry_F_Henry_Francis_The_Iron_Game_A_Tale_of_the_War_PG_10062.txt 259 0.74 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 2686 0.73 Castlemon_Harry_Marcy_the_Refugee_PG_31831.txt 349 0.73 Allen_James_Lane_The_Choir_Invisible_PG_2316.txt 250 0.71 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2213 0.67 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 2736 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 449 0.61 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 87 0.61 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 1065 0.60 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 1457 topics 3 and 61 -- correlation 0.639285571228168 topic 3 words and high percentage chunks: man 438; girl 234; good 224; matter 203; make 199; father 190; feel 178; mind 175; made 155; respect 154; feelings 150; reason 149; question 139; feeling 136; friend 132; honest 131; people 129; wrong 127; give 124; words 121; cousin 120; son 114; regard 113; kindness 107; duty 106; natural 105; speak 105; confidence 104; present 104; truth 104; southern 102; heart 99; views 99; opinion 98; trust 98; fact 94; sympathy 92; understand 90; sense 90; felt 85; act 82; hard 82; treated 81; believed 81; admit 81; love 81; earnest 81; subject 79; fear 77; open 74 0.68 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 844 0.68 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 441 0.66 Stuart_Ruth_McEnery_Moriah_s_Mourning_and_Other_Half_Hour_Sketches_PG_20438_8.txt 217 0.66 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 2680 0.66 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 676 0.66 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 1052 0.66 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 516 0.65 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 535 0.63 Roe_Edward_Payson_Miss_Lou_PG_5309.txt 1040 0.62 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 502 topic 61 words and high percentage chunks: life 748; heart 583; felt 507; nature 460; thought 457; love 400; mind 364; time 322; woman 298; made 269; sense 269; thoughts 269; strong 253; words 253; deep 249; spirit 234; girl 231; feeling 217; power 199; began 185; long 177; past 176; knew 168; effort 164; truth 160; world 159; hope 157; moment 154; believed 144; passed 141; feelings 138; future 136; sympathy 131; youth 129; father 125; human 120; passion 120; day 118; influence 113; young 112; aunt 108; soul 107; deeper 106; lost 105; fear 104; purpose 103; desire 103; deeply 100; hour 97; affection 97 0.81 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4350 0.72 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 480 0.69 Allen_James_Lane_The_Blue_Grass_Region_of_Kentucky_and_other_Kentucky_Articles_PG_43888.txt 145 0.68 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 3569 0.67 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 2222 0.66 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 535 0.65 Roe_Edward_Payson_The_Earth_Trembled_PG_6719.txt 279 0.59 Roe_Edward_Payson_The_Earth_Trembled_PG_6719.txt 1377 0.58 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 481 0.58 Roe_Edward_Payson_The_Earth_Trembled_PG_6719.txt 1626 topics 7 and 96 -- correlation 0.5923037613636137 topic 7 words and high percentage chunks: thought 565; mind 398; looked 362; man 274; time 258; words 257; felt 233; eyes 225; thoughts 216; knew 213; strange 206; remembered 205; face 190; suddenly 182; things 165; thing 154; back 131; moment 131; thinking 128; made 121; times 119; youth 111; spoke 109; stood 107; sudden 106; sight 104; changed 103; dream 100; heart 99; feeling 97; sat 96; silent 92; wondered 88; sort 85; meaning 85; read 83; manner 82; question 80; caught 79; girl 79; met 78; speak 78; wondering 76; presence 75; young 72; memory 72; struck 71; kind 70; recalled 70; change 67 0.72 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1995 0.70 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2892 0.69 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2023 0.69 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 3092 0.68 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1927 0.66 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 3165 0.63 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2503 0.62 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1884 0.61 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2773 0.61 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 3254 topic 96 words and high percentage chunks: heard 706; sound 486; hear 255; voice 235; voices 222; ears 220; loud 199; sounds 194; noise 167; long 160; men 157; time 155; cry 154; sounded 150; air 144; silence 144; ear 140; laughter 127; roar 121; feet 120; suddenly 110; shouts 103; cries 103; thunder 98; coming 98; listened 98; call 97; broke 92; wild 88; began 87; whistle 87; great 85; short 85; louder 83; shouted 81; stillness 81; words 79; shout 79; horses 78; ceased 76; night 75; presently 73; fell 72; drums 71; burst 70; notes 69; quick 67; deep 67; ringing 65; startled 64 0.67 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 25 0.66 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 86 0.65 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 62 0.64 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1046 0.61 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1608 0.60 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2128 0.59 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 495 0.59 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 29 0.59 Allen_James_Lane_A_Kentucky_Cardinal_A_Story_PG_11532.txt 156 0.58 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 195 topics 10 and 22 -- correlation 0.9999999999999999 topic 10 words and high percentage chunks: natives 462; men 446; people 290; troops 282; country 265; cattle 255; large 242; station 240; arrived 208; immediately 167; attack 160; miles 155; camp 152; number 146; grass 146; great 141; native 140; high 139; started 136; soldiers 134; corn 133; yards 132; small 127; vessels 108; usual 107; force 106; twenty 102; arrival 100; river 97; party 95; forest 94; villages 93; received 91; accompanied 90; ordered 88; supply 86; length 86; cows 86; appeared 82; returned 82; order 80; quarters 80; carried 79; time 78; ground 78; village 78; attacked 76; numbers 76; sheik 76; arranged 75 0.74 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 275 0.74 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2862 0.74 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1988 0.72 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 1642 0.69 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 389 0.69 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3193 0.65 Allen_James_Lane_Flute_and_Violin_and_other_Kentucky_Tales_and_Romances_PG_50597_0.txt 868 0.63 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2007 0.63 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 4370 0.61 Harben_Will_N_Will_Nathaniel_Northern_Georgia_Sketches_PG_50896_8.txt 244 topic 22 words and high percentage chunks: slave 295; government 276; country 230; trade 190; people 170; expedition 169; slaves 122; vessels 100; traders 93; natives 89; great 88; governor 87; ivory 78; hunters 72; troops 72; general 65; king 65; established 63; force 61; determined 58; command 56; time 55; orders 52; communication 50; steamer 49; impossible 48; river 47; station 47; egyptian 46; steamers 46; cattle 44; countries 43; arrived 41; large 41; officers 41; received 41; stations 40; work 39; establish 39; arrival 38; return 38; protection 38; service 37; quickly 35; confidence 34; companies 34; authorities 33; south 33; suppress 31; direct 31 0.83 Page_Thomas_Nelson_Two_Little_Confederates_PG_26725.txt 273 0.78 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2890 0.77 Glasgow_Ellen_Anderson_Gholson_The_Voice_of_the_People_PG_16505_8.txt 1742 0.76 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2263 0.74 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 136 0.73 Twain_Mark_Adventures_of_Huckleberry_Finn_PG_76.txt 1073 0.69 Warner_Susan_Daisy_PG_18687_8.txt 325 0.67 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 401 0.67 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1659 0.67 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1275 topics 10 and 44 -- correlation 0.7020378500174637 topic 10 words and high percentage chunks: natives 462; men 446; people 290; troops 282; country 265; cattle 255; large 242; station 240; arrived 208; immediately 167; attack 160; miles 155; camp 152; number 146; grass 146; great 141; native 140; high 139; started 136; soldiers 134; corn 133; yards 132; small 127; vessels 108; usual 107; force 106; twenty 102; arrival 100; river 97; party 95; forest 94; villages 93; received 91; accompanied 90; ordered 88; supply 86; length 86; cows 86; appeared 82; returned 82; order 80; quarters 80; carried 79; time 78; ground 78; village 78; attacked 76; numbers 76; sheik 76; arranged 75 0.74 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 275 0.74 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2862 0.74 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1988 0.72 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 1642 0.69 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 389 0.69 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3193 0.65 Allen_James_Lane_Flute_and_Violin_and_other_Kentucky_Tales_and_Romances_PG_50597_0.txt 868 0.63 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2007 0.63 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 4370 0.61 Harben_Will_N_Will_Nathaniel_Northern_Georgia_Sketches_PG_50896_8.txt 244 topic 44 words and high percentage chunks: feet 439; ground 254; tree 220; long 192; end 181; side 130; large 129; made 127; water 117; wood 114; foot 105; cut 104; earth 103; beneath 102; roof 102; rope 101; high 99; wall 99; mud 99; top 97; hole 93; half 91; inches 89; iron 87; broken 86; heavy 85; tent 83; head 82; log 82; logs 79; small 77; fallen 77; laid 76; deep 74; place 72; covered 72; length 71; bottom 71; hung 70; lay 68; surface 68; body 67; ten 67; stone 67; rain 65; found 64; fastened 64; stones 64; height 63; strong 61 0.84 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2197 0.82 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1586 0.79 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3890 0.78 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3895 0.74 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2944 0.73 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 1727 0.73 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1376 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3900 0.71 Optic_Oliver_On_The_Blockade_PG_18617.txt 1537 0.71 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3901 topics 10 and 60 -- correlation 0.5040016146964208 topic 10 words and high percentage chunks: natives 462; men 446; people 290; troops 282; country 265; cattle 255; large 242; station 240; arrived 208; immediately 167; attack 160; miles 155; camp 152; number 146; grass 146; great 141; native 140; high 139; started 136; soldiers 134; corn 133; yards 132; small 127; vessels 108; usual 107; force 106; twenty 102; arrival 100; river 97; party 95; forest 94; villages 93; received 91; accompanied 90; ordered 88; supply 86; length 86; cows 86; appeared 82; returned 82; order 80; quarters 80; carried 79; time 78; ground 78; village 78; attacked 76; numbers 76; sheik 76; arranged 75 0.74 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 275 0.74 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2862 0.74 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1988 0.72 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 1642 0.69 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 389 0.69 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3193 0.65 Allen_James_Lane_Flute_and_Violin_and_other_Kentucky_Tales_and_Romances_PG_50597_0.txt 868 0.63 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2007 0.63 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 4370 0.61 Harben_Will_N_Will_Nathaniel_Northern_Georgia_Sketches_PG_50896_8.txt 244 topic 60 words and high percentage chunks: river 989; water 786; boat 751; stream 401; bank 357; shore 352; raft 226; boats 214; current 198; channel 177; miles 167; mile 154; side 154; half 149; deep 142; made 132; landing 130; long 120; place 114; creek 111; sea 110; wind 110; small 109; reached 109; found 107; distance 106; floating 105; yards 103; island 103; feet 102; land 101; lake 98; high 96; work 96; banks 93; hour 89; sand 89; tide 88; steamer 87; bottom 87; passed 84; turned 82; left 81; point 80; great 79; fleet 75; close 72; running 72; oars 72; passage 71 0.74 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 566 0.73 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 1627 0.70 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 979 0.68 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 728 0.68 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 437 0.66 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 828 0.65 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 1572 0.64 Castlemon_Harry_Marcy_the_Refugee_PG_31831.txt 429 0.64 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 850 0.64 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 106 topics 11 and 26 -- correlation 0.6519954177060028 topic 11 words and high percentage chunks: life 495; world 355; human 197; man 176; church 174; faith 158; soul 147; great 133; men 121; religion 116; nature 114; religious 101; peace 96; earth 94; history 89; things 87; race 85; work 75; living 73; women 71; years 70; order 70; knowledge 64; pious 60; truth 60; law 58; read 56; spiritual 55; souls 55; sacred 55; prayer 53; eternal 51; divine 51; system 50; ancient 50; century 50; passion 49; worship 49; time 48; made 48; true 48; call 48; body 47; wisdom 47; convent 47; lives 45; woman 44; believed 44; death 43; mind 43 0.65 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 1023 0.64 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1126 0.63 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 175 0.61 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2708 0.60 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1303 0.60 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1401 0.59 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4175 0.57 Castlemon_Harry_Frank_on_the_Lower_Mississippi_PG_6958.txt 314 0.57 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 1645 0.57 Holmes_Mary_Jane_Lena_Rivers_PG_12835.txt 604 topic 26 words and high percentage chunks: work 434; cotton 164; hemp 97; field 88; iron 81; corn 80; wood 77; shop 74; day 71; fields 65; hard 64; hand 62; worked 61; set 58; long 56; cut 50; machine 50; hands 49; cutting 48; put 46; handle 46; cabin 40; grain 39; tools 37; piece 34; small 34; pile 34; seed 33; till 32; farm 32; factory 31; busy 30; engaged 29; soil 29; spade 29; laid 28; needle 28; stock 28; mill 28; knife 28; ax 28; crops 27; boxes 27; blacksmith 27; barn 27; metal 26; mills 26; tobacco 26; cleaning 26; hoe 26 0.79 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 1945 0.77 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 2276 0.77 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 1935 0.77 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 745 0.72 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1280 0.71 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2101 0.69 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 2010 0.67 Harris_Joel_Chandler_On_the_Plantation_A_Story_of_a_Georgia_Boy_s_Adve_PG_50701.txt 415 0.66 Roe_Edward_Payson_The_Earth_Trembled_PG_6719.txt 72 0.65 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 671 topics 11 and 48 -- correlation 0.5154418051481084 topic 11 words and high percentage chunks: life 495; world 355; human 197; man 176; church 174; faith 158; soul 147; great 133; men 121; religion 116; nature 114; religious 101; peace 96; earth 94; history 89; things 87; race 85; work 75; living 73; women 71; years 70; order 70; knowledge 64; pious 60; truth 60; law 58; read 56; spiritual 55; souls 55; sacred 55; prayer 53; eternal 51; divine 51; system 50; ancient 50; century 50; passion 49; worship 49; time 48; made 48; true 48; call 48; body 47; wisdom 47; convent 47; lives 45; woman 44; believed 44; death 43; mind 43 0.65 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 1023 0.64 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1126 0.63 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 175 0.61 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2708 0.60 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1303 0.60 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1401 0.59 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4175 0.57 Castlemon_Harry_Frank_on_the_Lower_Mississippi_PG_6958.txt 314 0.57 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 1645 0.57 Holmes_Mary_Jane_Lena_Rivers_PG_12835.txt 604 topic 48 words and high percentage chunks: dead 834; man 252; grave 218; die 218; death 199; body 173; alive 167; killed 146; poor 145; died 139; living 134; live 128; life 121; buried 111; place 97; kill 87; back 72; bury 70; monument 68; funeral 63; thing 62; soul 56; murdered 55; bodies 55; coffin 55; shot 54; graves 54; soldier 52; spot 50; memory 49; fallen 48; told 48; laid 47; stone 47; corpse 47; burial 46; lies 45; till 44; dying 44; fellow 43; ground 43; pig 43; night 42; lost 42; lie 40; mourning 39; strange 38; long 36; brought 34; fall 34 0.89 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 1357 0.85 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 856 0.85 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 420 0.85 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 1096 0.85 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 2480 0.82 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 309 0.82 Crane_Stephen_The_Red_Badge_of_Courage_An_Episode_of_the_American_Civil_War_PG_73.txt 101 0.80 Crane_Stephen_The_Red_Badge_of_Courage_An_Episode_of_the_American_Civil_War_PG_73.txt 557 0.80 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1739 0.78 Glasgow_Ellen_Anderson_Gholson_The_Voice_of_the_People_PG_16505_8.txt 2004 topics 12 and 39 -- correlation 0.8761981272309185 topic 12 words and high percentage chunks: boat 998; steamer 837; ship 592; vessel 586; board 513; captain 431; deck 338; run 334; water 311; schooner 309; blockade 308; men 297; sail 285; crew 282; shore 275; vessels 274; time 273; sea 260; pilot 238; make 234; port 233; flag 192; commander 182; replied 180; bay 174; boats 173; speed 171; half 170; made 168; side 168; coast 168; ahead 167; continued 161; added 158; officer 157; put 156; cotton 151; guns 151; wheel 151; wind 150; hour 146; point 143; fleet 137; fast 137; order 136; stern 136; ships 135; steamers 134; river 133; aboard 131 0.93 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 3001 0.88 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 1563 0.87 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 1275 0.87 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 1251 0.87 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 1518 0.87 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 1157 0.87 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 1262 0.86 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 2995 0.86 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 1534 0.86 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 1287 topic 39 words and high percentage chunks: board 993; captain 973; officer 921; deck 755; commander 704; lieutenant 670; ship 524; steamer 509; cabin 496; men 485; replied 439; officers 432; added 357; vessel 326; duty 290; man 249; order 234; command 227; orders 224; engineer 218; crew 207; called 204; mate 192; room 189; regard 187; continued 183; report 180; time 178; service 177; steward 169; position 167; boat 165; engine 165; prize 163; pilot 160; made 158; executive 154; present 152; situation 149; make 149; quarter 148; chief 146; ready 138; owner 138; forward 132; appeared 127; flag 127; put 125; company 125; asked 123 0.77 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 616 0.76 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 695 0.75 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 51 0.74 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 100 0.74 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1621 0.73 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 279 0.72 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 1072 0.71 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1440 0.69 Glasgow_Ellen_Anderson_Gholson_The_Voice_of_the_People_PG_16505_8.txt 2090 0.68 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 486 topics 12 and 99 -- correlation 0.5380736728222205 topic 12 words and high percentage chunks: boat 998; steamer 837; ship 592; vessel 586; board 513; captain 431; deck 338; run 334; water 311; schooner 309; blockade 308; men 297; sail 285; crew 282; shore 275; vessels 274; time 273; sea 260; pilot 238; make 234; port 233; flag 192; commander 182; replied 180; bay 174; boats 173; speed 171; half 170; made 168; side 168; coast 168; ahead 167; continued 161; added 158; officer 157; put 156; cotton 151; guns 151; wheel 151; wind 150; hour 146; point 143; fleet 137; fast 137; order 136; stern 136; ships 135; steamers 134; river 133; aboard 131 0.93 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 3001 0.88 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 1563 0.87 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 1275 0.87 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 1251 0.87 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 1518 0.87 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 1157 0.87 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 1262 0.86 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 2995 0.86 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 1534 0.86 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 1287 topic 99 words and high percentage chunks: replied 1750; sir 1499; added 841; answered 732; asked 728; captain 587; suppose 397; exclaimed 347; smile 235; demanded 232; major 229; glad 219; call 199; laughing 197; find 194; ca 166; good 162; friend 147; turning 143; brother 134; excuse 134; responded 133; understand 132; ah 128; uncle 127; remarked 122; house 119; inquired 119; reckon 118; son 117; soldier 116; business 115; continued 111; cousin 110; officer 106; doctor 105; somers 102; dear 101; reply 99; thought 99; hear 95; gentleman 94; doubt 92; repeated 92; rebel 92; smiling 91; matter 90; boy 89; protested 89; sergeant 86 0.95 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 1950 0.95 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 1738 0.95 Optic_Oliver_On_The_Blockade_PG_18617.txt 1524 0.94 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 1658 0.92 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 1757 0.92 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 1696 0.91 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 1932 0.91 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 1664 0.90 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 1562 0.90 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 1743 topics 15 and 59 -- correlation 0.520646429049151 topic 15 words and high percentage chunks: give 264; offer 236; offered 205; accept 202; time 199; asked 196; request 193; present 189; father 180; leave 158; made 158; accepted 155; gave 154; told 148; refused 144; mother 144; promise 144; permission 142; invitation 138; answer 130; make 127; wished 126; hand 123; promised 121; kind 114; return 109; pleasure 108; pleased 107; consent 107; declined 104; terms 102; day 100; favor 97; word 94; good 90; hope 90; decided 89; finally 89; accompany 87; matter 85; pay 82; house 82; felt 81; meet 81; subject 81; daughter 81; friend 78; remain 78; refuse 77; opportunity 75 0.77 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 231 0.76 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 3058 0.76 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1242 0.74 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 700 0.73 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 538 0.72 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4349 0.71 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2933 0.70 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 514 0.70 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2585 0.69 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 861 topic 59 words and high percentage chunks: home 863; time 631; day 574; mother 526; father 491; told 450; letter 399; return 395; visit 325; house 301; morning 297; days 278; evening 277; left 274; news 274; leave 267; back 235; business 227; returned 222; meet 220; called 207; friends 204; city 200; wife 191; met 189; coming 189; friend 184; wrote 184; brought 183; room 182; brother 180; received 168; made 168; afternoon 167; family 165; daughter 165; arrived 164; son 160; make 158; weeks 152; find 150; word 148; call 145; expected 142; young 141; night 141; sick 140; place 138; office 136; hour 131 0.71 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 421 0.71 Warner_Susan_Daisy_PG_18687_8.txt 2506 0.69 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 487 0.69 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 64 0.69 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 985 0.69 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 1260 0.68 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 889 0.67 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 2287 0.67 Johnston_Mary_Prisoners_of_Hope_A_Tale_of_Colonial_Virginia_PG_21886.txt 655 0.67 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 889 topics 16 and 28 -- correlation 0.5348356977481732 topic 16 words and high percentage chunks: dear 1230; papa 1065; mother 520; love 509; good 461; girl 446; child 444; father 438; mamma 411; glad 409; cried 407; poor 382; ah 374; exclaimed 352; asked 296; answered 287; darling 226; arms 219; home 217; daughter 211; boy 200; hope 187; feel 187; sweet 162; give 161; kind 160; wo 151; added 150; heart 147; happy 146; care 145; afraid 135; kiss 128; ca 119; stay 119; forgive 118; baby 118; eyes 112; replied 111; sister 110; bless 108; hear 105; die 104; loves 99; speak 98; taking 96; whispered 94; leave 93; thought 93; sake 92 0.72 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 2246 0.66 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1627 0.65 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 803 0.64 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 1722 0.63 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 1391 0.63 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 2252 0.63 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 849 0.62 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 853 0.62 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 801 0.62 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 1650 topic 28 words and high percentage chunks: eyes 1080; tears 1066; face 905; hands 628; heart 552; arms 491; mother 403; head 392; looked 309; voice 307; child 278; fell 269; hand 260; cry 245; lips 244; words 222; back 216; moment 212; turned 202; stood 196; cheeks 193; burst 192; girl 189; room 177; father 172; knees 156; kissed 156; wept 155; cried 151; white 140; grief 138; sat 135; breast 135; pale 135; clasped 135; tear 134; baby 134; woman 132; lay 131; thought 130; poor 127; side 126; weeping 125; long 124; bosom 120; began 119; husband 118; sobbing 118; knew 116; deep 114 0.79 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 100 0.75 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 314 0.73 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 165 0.73 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 434 0.70 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 446 0.65 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 2206 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 2485 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 448 0.65 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 168 0.65 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 1207 topics 16 and 67 -- correlation 0.6236566210251068 topic 16 words and high percentage chunks: dear 1230; papa 1065; mother 520; love 509; good 461; girl 446; child 444; father 438; mamma 411; glad 409; cried 407; poor 382; ah 374; exclaimed 352; asked 296; answered 287; darling 226; arms 219; home 217; daughter 211; boy 200; hope 187; feel 187; sweet 162; give 161; kind 160; wo 151; added 150; heart 147; happy 146; care 145; afraid 135; kiss 128; ca 119; stay 119; forgive 118; baby 118; eyes 112; replied 111; sister 110; bless 108; hear 105; die 104; loves 99; speak 98; taking 96; whispered 94; leave 93; thought 93; sake 92 0.72 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 2246 0.66 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1627 0.65 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 803 0.64 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 1722 0.63 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 1391 0.63 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 2252 0.63 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 849 0.62 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 853 0.62 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 801 0.62 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 1650 topic 67 words and high percentage chunks: room 1141; table 310; entered 272; young 257; ladies 243; found 233; time 226; left 226; returned 213; lady 212; parlor 210; evening 209; dinner 202; gentlemen 196; house 194; seated 185; party 174; drawing 165; conversation 150; guests 148; asked 146; company 146; supper 146; sat 143; side 142; sitting 139; family 138; moment 137; girl 137; breakfast 134; ready 131; servant 126; uncle 118; mother 116; guest 115; gave 112; tea 109; seat 106; door 104; talking 103; gentleman 102; dining 101; servants 99; met 98; began 93; taking 90; kitchen 88; leaving 87; chair 87; bowed 82 0.76 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 1784 0.70 Warner_Susan_Daisy_PG_18687_8.txt 48 0.70 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 875 0.70 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 1174 0.70 Warner_Susan_Daisy_PG_18687_8.txt 1639 0.70 Warner_Susan_Daisy_PG_18687_8.txt 2380 0.69 Castlemon_Harry_Marcy_the_Refugee_PG_31831.txt 1022 0.68 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 318 0.68 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 2934 0.67 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 98 topics 17 and 28 -- correlation 0.6988669472648272 topic 17 words and high percentage chunks: eyes 3018; face 2965; looked 1084; expression 600; smile 591; turned 509; lips 476; countenance 378; pale 373; dark 369; light 345; features 326; white 296; stood 287; girl 285; glance 277; hand 266; cheeks 266; eye 256; moment 247; blue 233; voice 219; met 216; color 214; bright 210; fixed 207; mouth 202; gaze 201; smiled 200; brow 192; black 190; flushed 190; full 188; hair 177; cheek 172; red 168; large 166; flush 163; beautiful 161; fair 157; heart 154; rose 154; deep 151; back 144; grew 144; gazed 135; tears 134; showed 131; brown 127; spoke 126 0.78 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 427 0.71 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 1871 0.70 Allen_James_Lane_Flute_and_Violin_and_other_Kentucky_Tales_and_Romances_PG_50597_0.txt 617 0.69 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 3386 0.68 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1554 0.68 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3107 0.67 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 70 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 228 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 226 0.63 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3859 topic 28 words and high percentage chunks: eyes 1080; tears 1066; face 905; hands 628; heart 552; arms 491; mother 403; head 392; looked 309; voice 307; child 278; fell 269; hand 260; cry 245; lips 244; words 222; back 216; moment 212; turned 202; stood 196; cheeks 193; burst 192; girl 189; room 177; father 172; knees 156; kissed 156; wept 155; cried 151; white 140; grief 138; sat 135; breast 135; pale 135; clasped 135; tear 134; baby 134; woman 132; lay 131; thought 130; poor 127; side 126; weeping 125; long 124; bosom 120; began 119; husband 118; sobbing 118; knew 116; deep 114 0.79 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 100 0.75 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 314 0.73 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 165 0.73 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 434 0.70 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 446 0.65 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 2206 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 2485 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 448 0.65 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 168 0.65 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 1207 topics 17 and 37 -- correlation 0.7583028670391774 topic 17 words and high percentage chunks: eyes 3018; face 2965; looked 1084; expression 600; smile 591; turned 509; lips 476; countenance 378; pale 373; dark 369; light 345; features 326; white 296; stood 287; girl 285; glance 277; hand 266; cheeks 266; eye 256; moment 247; blue 233; voice 219; met 216; color 214; bright 210; fixed 207; mouth 202; gaze 201; smiled 200; brow 192; black 190; flushed 190; full 188; hair 177; cheek 172; red 168; large 166; flush 163; beautiful 161; fair 157; heart 154; rose 154; deep 151; back 144; grew 144; gazed 135; tears 134; showed 131; brown 127; spoke 126 0.78 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 427 0.71 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 1871 0.70 Allen_James_Lane_Flute_and_Violin_and_other_Kentucky_Tales_and_Romances_PG_50597_0.txt 617 0.69 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 3386 0.68 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1554 0.68 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3107 0.67 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 70 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 228 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 226 0.63 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3859 topic 37 words and high percentage chunks: back 1107; looked 941; sat 935; face 918; chair 869; eyes 841; turned 798; head 769; stood 763; hand 637; hands 575; room 490; rose 404; man 384; seat 376; slowly 328; table 314; leaned 314; side 306; window 306; moment 301; silence 301; standing 300; walked 298; forward 277; hat 264; feet 260; drew 259; door 259; began 254; arm 234; floor 234; sitting 231; leaning 225; long 216; fell 206; spoke 204; bent 199; glanced 195; moved 193; left 183; arms 176; put 176; suddenly 174; length 172; dropped 165; raised 159; watched 158; held 156; stared 153 0.72 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3631 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3896 0.69 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 1174 0.69 Aldrich_Thomas_Bailey_The_Story_of_a_Bad_Boy_PG_1948.txt 533 0.68 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1272 0.66 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 688 0.64 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1260 0.61 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 598 0.60 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 541 0.60 Allen_James_Lane_The_Choir_Invisible_PG_2316.txt 561 topics 17 and 54 -- correlation 0.6762888812069802 topic 17 words and high percentage chunks: eyes 3018; face 2965; looked 1084; expression 600; smile 591; turned 509; lips 476; countenance 378; pale 373; dark 369; light 345; features 326; white 296; stood 287; girl 285; glance 277; hand 266; cheeks 266; eye 256; moment 247; blue 233; voice 219; met 216; color 214; bright 210; fixed 207; mouth 202; gaze 201; smiled 200; brow 192; black 190; flushed 190; full 188; hair 177; cheek 172; red 168; large 166; flush 163; beautiful 161; fair 157; heart 154; rose 154; deep 151; back 144; grew 144; gazed 135; tears 134; showed 131; brown 127; spoke 126 0.78 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 427 0.71 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 1871 0.70 Allen_James_Lane_Flute_and_Violin_and_other_Kentucky_Tales_and_Romances_PG_50597_0.txt 617 0.69 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 3386 0.68 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1554 0.68 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3107 0.67 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 70 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 228 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 226 0.63 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3859 topic 54 words and high percentage chunks: hand 2370; arm 701; head 625; put 547; laid 413; held 383; shoulder 372; lips 365; arms 323; back 320; drew 307; face 278; kissed 268; hands 261; fingers 231; neck 209; side 207; pressed 207; close 205; whispered 202; gently 183; touched 178; taking 170; hold 168; cheek 166; holding 166; moment 161; touch 158; felt 156; finger 152; lifted 151; heart 149; hair 149; softly 145; forward 144; shook 133; raised 132; voice 131; child 131; girl 128; turned 124; spoke 124; laying 123; laughed 122; white 121; answered 116; caught 113; putting 113; forehead 112; soft 111 0.76 Optic_Oliver_A_Victorious_Union_PG_18678.txt 912 0.71 Optic_Oliver_A_Victorious_Union_PG_18678.txt 981 0.70 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 756 0.69 Optic_Oliver_A_Victorious_Union_PG_18678.txt 858 0.68 Roe_Edward_Payson_Miss_Lou_PG_5309.txt 703 0.67 Page_Thomas_Nelson_Two_Little_Confederates_PG_26725.txt 87 0.67 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 807 0.67 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 902 0.65 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 614 0.65 Optic_Oliver_A_Victorious_Union_PG_18678.txt 559 topics 17 and 63 -- correlation 0.5466739449872094 topic 17 words and high percentage chunks: eyes 3018; face 2965; looked 1084; expression 600; smile 591; turned 509; lips 476; countenance 378; pale 373; dark 369; light 345; features 326; white 296; stood 287; girl 285; glance 277; hand 266; cheeks 266; eye 256; moment 247; blue 233; voice 219; met 216; color 214; bright 210; fixed 207; mouth 202; gaze 201; smiled 200; brow 192; black 190; flushed 190; full 188; hair 177; cheek 172; red 168; large 166; flush 163; beautiful 161; fair 157; heart 154; rose 154; deep 151; back 144; grew 144; gazed 135; tears 134; showed 131; brown 127; spoke 126 0.78 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 427 0.71 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 1871 0.70 Allen_James_Lane_Flute_and_Violin_and_other_Kentucky_Tales_and_Romances_PG_50597_0.txt 617 0.69 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 3386 0.68 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1554 0.68 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3107 0.67 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 70 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 228 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 226 0.63 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3859 topic 63 words and high percentage chunks: heart 1095; love 814; life 768; world 429; hope 426; dear 401; mother 353; long 320; soul 313; loved 312; happy 303; day 258; child 240; words 234; years 231; poor 229; sweet 225; joy 225; peace 223; ah 212; time 208; home 204; happiness 200; pray 190; tender 185; future 174; wife 170; woman 169; thought 169; faith 167; past 161; make 159; live 157; feel 155; noble 152; children 150; forget 149; hearts 145; give 143; loving 140; earth 138; sorrow 138; blessed 136; prayer 133; grave 131; good 129; great 129; affection 129; knew 126; bitter 125 0.80 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 761 0.76 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2896 0.75 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2655 0.75 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1750 0.73 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 451 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1239 0.72 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 1369 0.71 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 674 0.69 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3538 0.69 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 662 topics 17 and 86 -- correlation 0.558277782800622 topic 17 words and high percentage chunks: eyes 3018; face 2965; looked 1084; expression 600; smile 591; turned 509; lips 476; countenance 378; pale 373; dark 369; light 345; features 326; white 296; stood 287; girl 285; glance 277; hand 266; cheeks 266; eye 256; moment 247; blue 233; voice 219; met 216; color 214; bright 210; fixed 207; mouth 202; gaze 201; smiled 200; brow 192; black 190; flushed 190; full 188; hair 177; cheek 172; red 168; large 166; flush 163; beautiful 161; fair 157; heart 154; rose 154; deep 151; back 144; grew 144; gazed 135; tears 134; showed 131; brown 127; spoke 126 0.78 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 427 0.71 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 1871 0.70 Allen_James_Lane_Flute_and_Violin_and_other_Kentucky_Tales_and_Romances_PG_50597_0.txt 617 0.69 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 3386 0.68 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1554 0.68 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3107 0.67 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 70 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 228 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 226 0.63 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3859 topic 86 words and high percentage chunks: black 755; white 738; hair 737; dress 518; head 438; blue 425; coat 424; long 392; wore 367; red 362; face 317; hat 294; eyes 268; gray 261; dressed 247; clothes 238; pair 233; made 230; silk 211; boots 201; tall 198; neck 191; figure 181; large 177; yellow 176; looked 170; shirt 170; shoes 170; wear 165; gold 164; dark 160; shoulders 159; great 149; feet 148; brown 145; round 144; gown 143; small 138; thin 134; lace 132; fine 129; cloth 128; put 126; handkerchief 126; worn 123; broad 122; suit 121; appearance 119; uniform 119; woman 117 0.74 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 560 0.72 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 104 0.71 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 32 0.71 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 58 0.70 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 665 0.67 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 2040 0.66 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 42 0.65 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 1794 0.65 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 106 0.65 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 473 topics 19 and 94 -- correlation 0.8427993274037708 topic 19 words and high percentage chunks: man 519; thee 353; love 319; life 285; soul 277; thy 256; death 240; heart 207; save 196; cried 176; blood 168; woman 145; fear 144; hate 138; sin 129; pray 116; mine 114; world 112; evil 105; true 99; die 97; wicked 97; worse 92; fate 91; pity 89; turn 86; hath 86; mercy 85; saved 84; shame 83; curse 82; live 81; bear 80; disgrace 78; cruel 78; men 75; poor 75; suffer 75; sake 74; leave 72; hated 71; sins 70; end 69; forgive 68; revenge 66; loved 63; power 61; word 60; sister 60; spirit 59 0.85 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 992 0.79 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 3603 0.68 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 3213 0.68 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 994 0.67 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 1379 0.66 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 1442 0.65 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 571 0.64 Holmes_Mary_Jane_Lena_Rivers_PG_12835.txt 1106 0.63 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 164 0.63 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 278 topic 94 words and high percentage chunks: men 282; church 251; great 200; women 133; white 124; tobacco 108; village 95; young 92; king 92; sat 87; congregation 87; man 82; sermon 80; pulpit 77; minister 75; black 71; pastor 69; preached 65; indian 58; brother 57; chief 56; parson 54; people 53; red 53; children 52; lad 51; verily 51; high 50; made 49; pew 48; peace 46; dead 46; stood 46; prayer 46; day 45; dance 45; hath 45; held 44; brought 43; preacher 43; gentlemen 41; year 40; forest 40; land 38; governor 38; preach 38; lodge 36; fields 35; faces 35; maid 35 0.85 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1499 0.83 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3552 0.81 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2087 0.81 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 6 0.80 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4307 0.78 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2055 0.78 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 1499 0.77 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3651 0.77 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 1623 0.77 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 1393 topics 22 and 44 -- correlation 0.7020378500174637 topic 22 words and high percentage chunks: slave 295; government 276; country 230; trade 190; people 170; expedition 169; slaves 122; vessels 100; traders 93; natives 89; great 88; governor 87; ivory 78; hunters 72; troops 72; general 65; king 65; established 63; force 61; determined 58; command 56; time 55; orders 52; communication 50; steamer 49; impossible 48; river 47; station 47; egyptian 46; steamers 46; cattle 44; countries 43; arrived 41; large 41; officers 41; received 41; stations 40; work 39; establish 39; arrival 38; return 38; protection 38; service 37; quickly 35; confidence 34; companies 34; authorities 33; south 33; suppress 31; direct 31 0.83 Page_Thomas_Nelson_Two_Little_Confederates_PG_26725.txt 273 0.78 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2890 0.77 Glasgow_Ellen_Anderson_Gholson_The_Voice_of_the_People_PG_16505_8.txt 1742 0.76 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2263 0.74 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 136 0.73 Twain_Mark_Adventures_of_Huckleberry_Finn_PG_76.txt 1073 0.69 Warner_Susan_Daisy_PG_18687_8.txt 325 0.67 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 401 0.67 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1659 0.67 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1275 topic 44 words and high percentage chunks: feet 439; ground 254; tree 220; long 192; end 181; side 130; large 129; made 127; water 117; wood 114; foot 105; cut 104; earth 103; beneath 102; roof 102; rope 101; high 99; wall 99; mud 99; top 97; hole 93; half 91; inches 89; iron 87; broken 86; heavy 85; tent 83; head 82; log 82; logs 79; small 77; fallen 77; laid 76; deep 74; place 72; covered 72; length 71; bottom 71; hung 70; lay 68; surface 68; body 67; ten 67; stone 67; rain 65; found 64; fastened 64; stones 64; height 63; strong 61 0.84 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2197 0.82 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1586 0.79 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3890 0.78 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3895 0.74 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2944 0.73 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 1727 0.73 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1376 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3900 0.71 Optic_Oliver_On_The_Blockade_PG_18617.txt 1537 0.71 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3901 topics 22 and 60 -- correlation 0.5040016146964208 topic 22 words and high percentage chunks: slave 295; government 276; country 230; trade 190; people 170; expedition 169; slaves 122; vessels 100; traders 93; natives 89; great 88; governor 87; ivory 78; hunters 72; troops 72; general 65; king 65; established 63; force 61; determined 58; command 56; time 55; orders 52; communication 50; steamer 49; impossible 48; river 47; station 47; egyptian 46; steamers 46; cattle 44; countries 43; arrived 41; large 41; officers 41; received 41; stations 40; work 39; establish 39; arrival 38; return 38; protection 38; service 37; quickly 35; confidence 34; companies 34; authorities 33; south 33; suppress 31; direct 31 0.83 Page_Thomas_Nelson_Two_Little_Confederates_PG_26725.txt 273 0.78 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2890 0.77 Glasgow_Ellen_Anderson_Gholson_The_Voice_of_the_People_PG_16505_8.txt 1742 0.76 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2263 0.74 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 136 0.73 Twain_Mark_Adventures_of_Huckleberry_Finn_PG_76.txt 1073 0.69 Warner_Susan_Daisy_PG_18687_8.txt 325 0.67 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 401 0.67 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1659 0.67 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1275 topic 60 words and high percentage chunks: river 989; water 786; boat 751; stream 401; bank 357; shore 352; raft 226; boats 214; current 198; channel 177; miles 167; mile 154; side 154; half 149; deep 142; made 132; landing 130; long 120; place 114; creek 111; sea 110; wind 110; small 109; reached 109; found 107; distance 106; floating 105; yards 103; island 103; feet 102; land 101; lake 98; high 96; work 96; banks 93; hour 89; sand 89; tide 88; steamer 87; bottom 87; passed 84; turned 82; left 81; point 80; great 79; fleet 75; close 72; running 72; oars 72; passage 71 0.74 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 566 0.73 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 1627 0.70 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 979 0.68 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 728 0.68 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 437 0.66 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 828 0.65 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 1572 0.64 Castlemon_Harry_Marcy_the_Refugee_PG_31831.txt 429 0.64 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 850 0.64 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 106 topics 23 and 62 -- correlation 0.5338971635794494 topic 23 words and high percentage chunks: men 419; rebel 376; prisoners 308; prisoner 283; escape 262; guard 231; house 206; soldiers 199; rebels 192; man 187; revolver 163; prison 162; make 151; officer 145; escaped 143; made 141; hand 140; pistol 139; soldier 138; night 131; captain 124; capture 123; shot 120; time 117; dark 115; friends 114; lines 113; sergeant 112; put 109; hands 106; brought 100; left 99; found 97; attempt 96; knew 94; safe 93; major 93; shoot 90; pocket 88; woods 86; discovered 85; place 84; danger 84; lieutenant 80; chance 79; party 79; thought 77; somers 77; taking 76; musket 76 0.81 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 1400 0.80 Castlemon_Harry_Marcy_The_Blockade_Runner_PG_29387.txt 207 0.79 Castlemon_Harry_Marcy_The_Blockade_Runner_PG_29387.txt 212 0.78 Castlemon_Harry_Marcy_The_Blockade_Runner_PG_29387.txt 1059 0.77 Castlemon_Harry_Marcy_the_Refugee_PG_31831.txt 166 0.74 Castlemon_Harry_Marcy_The_Blockade_Runner_PG_29387.txt 1460 0.74 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 1266 0.73 Castlemon_Harry_Marcy_the_Refugee_PG_31831.txt 1472 0.72 Castlemon_Harry_Marcy_The_Blockade_Runner_PG_29387.txt 79 0.71 Castlemon_Harry_Marcy_The_Blockade_Runner_PG_29387.txt 223 topic 62 words and high percentage chunks: time 388; moment 326; forward 273; heard 228; distance 219; direction 214; suddenly 204; turned 200; began 194; made 192; reached 189; side 184; nearer 169; rapidly 160; short 157; pace 154; moved 152; road 149; sight 147; step 144; coming 144; appeared 133; ran 130; hour 129; eye 128; started 126; slowly 126; passed 121; thought 119; place 116; stopped 115; darkness 113; presently 112; moving 108; sudden 107; party 107; view 106; run 104; discovered 103; steps 103; half 103; point 101; approaching 101; rapid 100; instant 99; close 98; farther 98; long 97; pursuit 97; surprise 96 0.75 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 1065 0.71 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3473 0.68 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 522 0.67 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 203 0.64 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 863 0.64 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 1186 0.63 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 351 0.63 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 968 0.63 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1573 0.62 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 838 topics 25 and 61 -- correlation 0.512174631112188 topic 25 words and high percentage chunks: day 350; heart 341; long 248; strength 208; thought 196; felt 193; pain 188; great 182; ill 173; weary 169; mind 169; rest 169; poor 161; days 159; death 154; fever 154; suffering 150; passed 144; sick 144; anxiety 142; night 137; father 134; home 128; relief 122; excitement 122; times 121; bear 119; found 116; care 115; feeling 115; danger 114; condition 112; body 112; brought 110; suffered 110; knew 109; hours 106; heavy 103; change 102; weak 102; quiet 99; worn 97; health 96; feel 95; life 92; fear 92; nervous 92; physical 90; hard 90; left 89 0.76 Keenan_Henry_F_Henry_Francis_The_Iron_Game_A_Tale_of_the_War_PG_10062.txt 259 0.74 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 2686 0.73 Castlemon_Harry_Marcy_the_Refugee_PG_31831.txt 349 0.73 Allen_James_Lane_The_Choir_Invisible_PG_2316.txt 250 0.71 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2213 0.67 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 2736 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 449 0.61 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 87 0.61 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 1065 0.60 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 1457 topic 61 words and high percentage chunks: life 748; heart 583; felt 507; nature 460; thought 457; love 400; mind 364; time 322; woman 298; made 269; sense 269; thoughts 269; strong 253; words 253; deep 249; spirit 234; girl 231; feeling 217; power 199; began 185; long 177; past 176; knew 168; effort 164; truth 160; world 159; hope 157; moment 154; believed 144; passed 141; feelings 138; future 136; sympathy 131; youth 129; father 125; human 120; passion 120; day 118; influence 113; young 112; aunt 108; soul 107; deeper 106; lost 105; fear 104; purpose 103; desire 103; deeply 100; hour 97; affection 97 0.81 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4350 0.72 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 480 0.69 Allen_James_Lane_The_Blue_Grass_Region_of_Kentucky_and_other_Kentucky_Articles_PG_43888.txt 145 0.68 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 3569 0.67 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 2222 0.66 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 535 0.65 Roe_Edward_Payson_The_Earth_Trembled_PG_6719.txt 279 0.59 Roe_Edward_Payson_The_Earth_Trembled_PG_6719.txt 1377 0.58 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 481 0.58 Roe_Edward_Payson_The_Earth_Trembled_PG_6719.txt 1626 topics 28 and 37 -- correlation 0.5279142441930862 topic 28 words and high percentage chunks: eyes 1080; tears 1066; face 905; hands 628; heart 552; arms 491; mother 403; head 392; looked 309; voice 307; child 278; fell 269; hand 260; cry 245; lips 244; words 222; back 216; moment 212; turned 202; stood 196; cheeks 193; burst 192; girl 189; room 177; father 172; knees 156; kissed 156; wept 155; cried 151; white 140; grief 138; sat 135; breast 135; pale 135; clasped 135; tear 134; baby 134; woman 132; lay 131; thought 130; poor 127; side 126; weeping 125; long 124; bosom 120; began 119; husband 118; sobbing 118; knew 116; deep 114 0.79 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 100 0.75 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 314 0.73 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 165 0.73 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 434 0.70 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 446 0.65 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 2206 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 2485 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 448 0.65 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 168 0.65 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 1207 topic 37 words and high percentage chunks: back 1107; looked 941; sat 935; face 918; chair 869; eyes 841; turned 798; head 769; stood 763; hand 637; hands 575; room 490; rose 404; man 384; seat 376; slowly 328; table 314; leaned 314; side 306; window 306; moment 301; silence 301; standing 300; walked 298; forward 277; hat 264; feet 260; drew 259; door 259; began 254; arm 234; floor 234; sitting 231; leaning 225; long 216; fell 206; spoke 204; bent 199; glanced 195; moved 193; left 183; arms 176; put 176; suddenly 174; length 172; dropped 165; raised 159; watched 158; held 156; stared 153 0.72 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3631 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3896 0.69 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 1174 0.69 Aldrich_Thomas_Bailey_The_Story_of_a_Bad_Boy_PG_1948.txt 533 0.68 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1272 0.66 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 688 0.64 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1260 0.61 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 598 0.60 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 541 0.60 Allen_James_Lane_The_Choir_Invisible_PG_2316.txt 561 topics 28 and 54 -- correlation 0.7240300285890439 topic 28 words and high percentage chunks: eyes 1080; tears 1066; face 905; hands 628; heart 552; arms 491; mother 403; head 392; looked 309; voice 307; child 278; fell 269; hand 260; cry 245; lips 244; words 222; back 216; moment 212; turned 202; stood 196; cheeks 193; burst 192; girl 189; room 177; father 172; knees 156; kissed 156; wept 155; cried 151; white 140; grief 138; sat 135; breast 135; pale 135; clasped 135; tear 134; baby 134; woman 132; lay 131; thought 130; poor 127; side 126; weeping 125; long 124; bosom 120; began 119; husband 118; sobbing 118; knew 116; deep 114 0.79 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 100 0.75 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 314 0.73 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 165 0.73 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 434 0.70 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 446 0.65 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 2206 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 2485 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 448 0.65 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 168 0.65 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 1207 topic 54 words and high percentage chunks: hand 2370; arm 701; head 625; put 547; laid 413; held 383; shoulder 372; lips 365; arms 323; back 320; drew 307; face 278; kissed 268; hands 261; fingers 231; neck 209; side 207; pressed 207; close 205; whispered 202; gently 183; touched 178; taking 170; hold 168; cheek 166; holding 166; moment 161; touch 158; felt 156; finger 152; lifted 151; heart 149; hair 149; softly 145; forward 144; shook 133; raised 132; voice 131; child 131; girl 128; turned 124; spoke 124; laying 123; laughed 122; white 121; answered 116; caught 113; putting 113; forehead 112; soft 111 0.76 Optic_Oliver_A_Victorious_Union_PG_18678.txt 912 0.71 Optic_Oliver_A_Victorious_Union_PG_18678.txt 981 0.70 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 756 0.69 Optic_Oliver_A_Victorious_Union_PG_18678.txt 858 0.68 Roe_Edward_Payson_Miss_Lou_PG_5309.txt 703 0.67 Page_Thomas_Nelson_Two_Little_Confederates_PG_26725.txt 87 0.67 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 807 0.67 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 902 0.65 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 614 0.65 Optic_Oliver_A_Victorious_Union_PG_18678.txt 559 topics 28 and 63 -- correlation 0.7172590701351487 topic 28 words and high percentage chunks: eyes 1080; tears 1066; face 905; hands 628; heart 552; arms 491; mother 403; head 392; looked 309; voice 307; child 278; fell 269; hand 260; cry 245; lips 244; words 222; back 216; moment 212; turned 202; stood 196; cheeks 193; burst 192; girl 189; room 177; father 172; knees 156; kissed 156; wept 155; cried 151; white 140; grief 138; sat 135; breast 135; pale 135; clasped 135; tear 134; baby 134; woman 132; lay 131; thought 130; poor 127; side 126; weeping 125; long 124; bosom 120; began 119; husband 118; sobbing 118; knew 116; deep 114 0.79 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 100 0.75 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 314 0.73 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 165 0.73 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 434 0.70 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 446 0.65 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 2206 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 2485 0.65 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 448 0.65 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 168 0.65 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 1207 topic 63 words and high percentage chunks: heart 1095; love 814; life 768; world 429; hope 426; dear 401; mother 353; long 320; soul 313; loved 312; happy 303; day 258; child 240; words 234; years 231; poor 229; sweet 225; joy 225; peace 223; ah 212; time 208; home 204; happiness 200; pray 190; tender 185; future 174; wife 170; woman 169; thought 169; faith 167; past 161; make 159; live 157; feel 155; noble 152; children 150; forget 149; hearts 145; give 143; loving 140; earth 138; sorrow 138; blessed 136; prayer 133; grave 131; good 129; great 129; affection 129; knew 126; bitter 125 0.80 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 761 0.76 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2896 0.75 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2655 0.75 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1750 0.73 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 451 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1239 0.72 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 1369 0.71 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 674 0.69 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3538 0.69 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 662 topics 30 and 35 -- correlation 0.8145882438193184 topic 30 words and high percentage chunks: character 194; nature 167; life 153; women 148; society 135; human 132; world 128; people 122; great 109; man 103; moral 96; mind 94; education 94; found 93; race 83; woman 82; fact 80; peculiar 75; type 73; strong 71; true 71; genius 71; superior 70; find 69; common 68; power 67; social 67; personal 66; knowledge 65; mere 64; age 61; long 60; learned 60; art 58; qualities 57; sense 57; mental 57; physical 56; discover 56; female 56; developed 55; early 55; religious 55; natural 54; feminine 54; intellect 53; virtues 53; manners 52; called 51; regard 51 0.81 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3645 0.74 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 200 0.73 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1012 0.73 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 517 0.73 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 2115 0.72 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4275 0.70 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1087 0.70 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 833 0.70 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2758 0.70 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4260 topic 35 words and high percentage chunks: house 464; place 196; building 185; houses 128; town 127; built 120; great 115; country 101; long 101; years 95; small 83; time 80; brick 80; stone 79; land 77; wooden 75; large 74; roof 74; home 70; square 69; mansion 69; walls 68; front 65; trees 62; dwelling 62; windows 62; ancient 59; part 57; wide 56; grounds 56; family 55; occupied 54; barn 53; streets 52; cabins 52; fields 51; garden 51; half 49; fair 49; build 48; broad 48; region 48; farm 47; estate 47; life 46; stock 46; high 45; laid 45; style 44; century 44 0.82 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1700 0.79 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1721 0.78 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1711 0.77 Johnston_Mary_Prisoners_of_Hope_A_Tale_of_Colonial_Virginia_PG_21886.txt 1076 0.77 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4124 0.77 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 982 0.77 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2956 0.76 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 970 0.75 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1991 0.74 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 441 topics 30 and 71 -- correlation 0.8145882438193184 topic 30 words and high percentage chunks: character 194; nature 167; life 153; women 148; society 135; human 132; world 128; people 122; great 109; man 103; moral 96; mind 94; education 94; found 93; race 83; woman 82; fact 80; peculiar 75; type 73; strong 71; true 71; genius 71; superior 70; find 69; common 68; power 67; social 67; personal 66; knowledge 65; mere 64; age 61; long 60; learned 60; art 58; qualities 57; sense 57; mental 57; physical 56; discover 56; female 56; developed 55; early 55; religious 55; natural 54; feminine 54; intellect 53; virtues 53; manners 52; called 51; regard 51 0.81 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3645 0.74 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 200 0.73 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1012 0.73 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 517 0.73 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 2115 0.72 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4275 0.70 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1087 0.70 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 833 0.70 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2758 0.70 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4260 topic 71 words and high percentage chunks: town 445; office 318; people 309; street 233; crowd 229; day 210; streets 209; city 209; place 192; men 148; houses 138; court 130; post 118; county 111; village 108; public 102; business 101; house 94; bar 89; hotel 85; square 84; law 76; young 75; crowded 75; store 75; country 71; citizens 69; morning 67; negroes 67; full 66; passed 64; meeting 64; tavern 62; market 61; found 60; jail 60; sign 58; front 58; met 57; private 49; days 48; church 48; called 47; sheriff 47; leech 46; number 43; buildings 43; quiet 43; standing 43; open 42 0.71 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1024 0.69 Optic_Oliver_Stand_By_The_Union_PG_18816.txt 192 0.69 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 355 0.68 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 126 0.67 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 859 0.65 Warner_Susan_Daisy_PG_18687_8.txt 506 0.64 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 944 0.64 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 832 0.63 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 352 0.62 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 675 topics 30 and 89 -- correlation 0.653658536585366 topic 30 words and high percentage chunks: character 194; nature 167; life 153; women 148; society 135; human 132; world 128; people 122; great 109; man 103; moral 96; mind 94; education 94; found 93; race 83; woman 82; fact 80; peculiar 75; type 73; strong 71; true 71; genius 71; superior 70; find 69; common 68; power 67; social 67; personal 66; knowledge 65; mere 64; age 61; long 60; learned 60; art 58; qualities 57; sense 57; mental 57; physical 56; discover 56; female 56; developed 55; early 55; religious 55; natural 54; feminine 54; intellect 53; virtues 53; manners 52; called 51; regard 51 0.81 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3645 0.74 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 200 0.73 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1012 0.73 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 517 0.73 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 2115 0.72 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4275 0.70 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1087 0.70 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 833 0.70 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2758 0.70 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4260 topic 89 words and high percentage chunks: chapter 1277; illustration 380; page 86; 25 73; viii 72; 1862 67; xviii 51; xxviii 49; 1861 37; iii 29; 15 25; p. 24; report 22; reserved 22; 1863 21; 1864 21; 18 19; copyright 19; 10 18; rights 17; 16 17; 24 16; 13 16; 14 16; 20 16; 1865 15; xiii 15; 22 14; xxxii 14; 11 13; 21 13; forty 12; xlii 12; 17 11; 37 11; 19 11; 29 11; 20th 11; 70 10; 48 10; 30 9; 52 9; lines 9; finish 9; 92 9; 1860 9; xxxviii 9; xxii 9; 1st 8; 18th 8 0.78 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 306 0.65 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 804 0.63 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 697 0.62 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 2010 0.60 Aldrich_Thomas_Bailey_The_Story_of_a_Bad_Boy_PG_1948.txt 104 0.60 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 2452 0.58 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 400 0.58 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 517 0.58 Dunbar_Paul_Laurence_The_Strength_of_Gideon_and_Other_Stories_PG_15886.txt 659 0.58 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 1184 topics 30 and 90 -- correlation 0.8145882438193183 topic 30 words and high percentage chunks: character 194; nature 167; life 153; women 148; society 135; human 132; world 128; people 122; great 109; man 103; moral 96; mind 94; education 94; found 93; race 83; woman 82; fact 80; peculiar 75; type 73; strong 71; true 71; genius 71; superior 70; find 69; common 68; power 67; social 67; personal 66; knowledge 65; mere 64; age 61; long 60; learned 60; art 58; qualities 57; sense 57; mental 57; physical 56; discover 56; female 56; developed 55; early 55; religious 55; natural 54; feminine 54; intellect 53; virtues 53; manners 52; called 51; regard 51 0.81 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3645 0.74 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 200 0.73 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1012 0.73 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 517 0.73 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 2115 0.72 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4275 0.70 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1087 0.70 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 833 0.70 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2758 0.70 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4260 topic 90 words and high percentage chunks: miles 374; country 222; south 176; road 150; mountain 141; land 139; side 134; point 132; hundred 130; river 118; mountains 115; north 114; region 104; place 93; great 87; town 86; distance 76; twenty 73; wilderness 72; western 72; travel 64; line 64; west 64; years 63; railroad 63; small 61; roads 60; part 58; east 58; iron 57; distant 55; water 55; soil 55; route 55; mile 53; journey 51; thousand 51; streams 51; rivers 49; coal 49; grass 48; valley 48; called 45; vast 43; southern 42; eastern 42; pass 42; map 42; population 41; rich 40 0.77 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 147 0.74 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 527 0.73 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 208 0.73 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 98 0.72 Cable_George_Washington_The_Cavalier_PG_9839.txt 1204 0.68 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1915 0.67 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1916 0.67 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 768 0.67 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 100 0.67 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 556 topics 30 and 92 -- correlation 0.5246967941530906 topic 30 words and high percentage chunks: character 194; nature 167; life 153; women 148; society 135; human 132; world 128; people 122; great 109; man 103; moral 96; mind 94; education 94; found 93; race 83; woman 82; fact 80; peculiar 75; type 73; strong 71; true 71; genius 71; superior 70; find 69; common 68; power 67; social 67; personal 66; knowledge 65; mere 64; age 61; long 60; learned 60; art 58; qualities 57; sense 57; mental 57; physical 56; discover 56; female 56; developed 55; early 55; religious 55; natural 54; feminine 54; intellect 53; virtues 53; manners 52; called 51; regard 51 0.81 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 3645 0.74 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 200 0.73 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1012 0.73 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 517 0.73 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 2115 0.72 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4275 0.70 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1087 0.70 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 833 0.70 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2758 0.70 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 4260 topic 92 words and high percentage chunks: beautiful 376; beauty 361; picture 276; eyes 201; young 148; woman 138; lovely 138; life 127; grace 126; full 120; perfect 119; fair 115; women 109; nature 106; sweet 104; love 97; fine 95; taste 82; fancy 81; handsome 80; golden 78; world 74; delicate 74; figure 73; splendid 73; form 71; soft 71; brilliant 70; pretty 70; light 67; scene 66; exquisite 65; child 64; graceful 63; heart 62; eye 60; girl 60; admiration 60; memory 59; delight 58; artist 58; rich 57; pure 57; sense 56; real 55; found 54; youth 54; pictures 54; gentle 54; charm 54 0.77 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1608 0.75 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 926 0.73 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2457 0.72 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 946 0.69 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1169 0.69 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2778 0.68 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1810 0.67 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1755 0.64 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2540 0.62 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 657 topics 35 and 64 -- correlation 0.545389678204754 topic 35 words and high percentage chunks: house 464; place 196; building 185; houses 128; town 127; built 120; great 115; country 101; long 101; years 95; small 83; time 80; brick 80; stone 79; land 77; wooden 75; large 74; roof 74; home 70; square 69; mansion 69; walls 68; front 65; trees 62; dwelling 62; windows 62; ancient 59; part 57; wide 56; grounds 56; family 55; occupied 54; barn 53; streets 52; cabins 52; fields 51; garden 51; half 49; fair 49; build 48; broad 48; region 48; farm 47; estate 47; life 46; stock 46; high 45; laid 45; style 44; century 44 0.82 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1700 0.79 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1721 0.78 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1711 0.77 Johnston_Mary_Prisoners_of_Hope_A_Tale_of_Colonial_Virginia_PG_21886.txt 1076 0.77 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4124 0.77 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 982 0.77 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2956 0.76 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 970 0.75 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1991 0.74 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 441 topic 64 words and high percentage chunks: people 665; men 512; slavery 318; country 314; man 308; free 281; war 247; state 226; great 213; race 212; slave 204; law 200; slaves 198; land 170; white 167; freedom 150; rights 148; government 144; political 143; laws 139; negroes 130; nation 127; southern 125; blood 120; party 116; poor 114; children 111; power 110; part 106; born 105; make 104; public 103; citizens 96; colored 92; vote 92; true 91; history 89; northern 89; order 88; election 88; property 87; states 87; life 86; american 86; system 86; institution 84; women 82; black 80; question 77; liberty 77 0.73 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2883 0.69 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1827 0.67 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1137 0.66 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2809 0.66 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 1946 0.66 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 2 0.66 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1882 0.65 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 1044 0.65 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1588 0.64 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1713 topics 35 and 71 -- correlation 0.9999999999999999 topic 35 words and high percentage chunks: house 464; place 196; building 185; houses 128; town 127; built 120; great 115; country 101; long 101; years 95; small 83; time 80; brick 80; stone 79; land 77; wooden 75; large 74; roof 74; home 70; square 69; mansion 69; walls 68; front 65; trees 62; dwelling 62; windows 62; ancient 59; part 57; wide 56; grounds 56; family 55; occupied 54; barn 53; streets 52; cabins 52; fields 51; garden 51; half 49; fair 49; build 48; broad 48; region 48; farm 47; estate 47; life 46; stock 46; high 45; laid 45; style 44; century 44 0.82 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1700 0.79 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1721 0.78 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1711 0.77 Johnston_Mary_Prisoners_of_Hope_A_Tale_of_Colonial_Virginia_PG_21886.txt 1076 0.77 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4124 0.77 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 982 0.77 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2956 0.76 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 970 0.75 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1991 0.74 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 441 topic 71 words and high percentage chunks: town 445; office 318; people 309; street 233; crowd 229; day 210; streets 209; city 209; place 192; men 148; houses 138; court 130; post 118; county 111; village 108; public 102; business 101; house 94; bar 89; hotel 85; square 84; law 76; young 75; crowded 75; store 75; country 71; citizens 69; morning 67; negroes 67; full 66; passed 64; meeting 64; tavern 62; market 61; found 60; jail 60; sign 58; front 58; met 57; private 49; days 48; church 48; called 47; sheriff 47; leech 46; number 43; buildings 43; quiet 43; standing 43; open 42 0.71 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1024 0.69 Optic_Oliver_Stand_By_The_Union_PG_18816.txt 192 0.69 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 355 0.68 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 126 0.67 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 859 0.65 Warner_Susan_Daisy_PG_18687_8.txt 506 0.64 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 944 0.64 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 832 0.63 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 352 0.62 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 675 topics 35 and 89 -- correlation 0.8145882438193185 topic 35 words and high percentage chunks: house 464; place 196; building 185; houses 128; town 127; built 120; great 115; country 101; long 101; years 95; small 83; time 80; brick 80; stone 79; land 77; wooden 75; large 74; roof 74; home 70; square 69; mansion 69; walls 68; front 65; trees 62; dwelling 62; windows 62; ancient 59; part 57; wide 56; grounds 56; family 55; occupied 54; barn 53; streets 52; cabins 52; fields 51; garden 51; half 49; fair 49; build 48; broad 48; region 48; farm 47; estate 47; life 46; stock 46; high 45; laid 45; style 44; century 44 0.82 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1700 0.79 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1721 0.78 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1711 0.77 Johnston_Mary_Prisoners_of_Hope_A_Tale_of_Colonial_Virginia_PG_21886.txt 1076 0.77 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4124 0.77 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 982 0.77 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2956 0.76 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 970 0.75 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1991 0.74 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 441 topic 89 words and high percentage chunks: chapter 1277; illustration 380; page 86; 25 73; viii 72; 1862 67; xviii 51; xxviii 49; 1861 37; iii 29; 15 25; p. 24; report 22; reserved 22; 1863 21; 1864 21; 18 19; copyright 19; 10 18; rights 17; 16 17; 24 16; 13 16; 14 16; 20 16; 1865 15; xiii 15; 22 14; xxxii 14; 11 13; 21 13; forty 12; xlii 12; 17 11; 37 11; 19 11; 29 11; 20th 11; 70 10; 48 10; 30 9; 52 9; lines 9; finish 9; 92 9; 1860 9; xxxviii 9; xxii 9; 1st 8; 18th 8 0.78 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 306 0.65 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 804 0.63 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 697 0.62 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 2010 0.60 Aldrich_Thomas_Bailey_The_Story_of_a_Bad_Boy_PG_1948.txt 104 0.60 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 2452 0.58 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 400 0.58 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 517 0.58 Dunbar_Paul_Laurence_The_Strength_of_Gideon_and_Other_Stories_PG_15886.txt 659 0.58 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 1184 topics 35 and 90 -- correlation 0.9999999999999998 topic 35 words and high percentage chunks: house 464; place 196; building 185; houses 128; town 127; built 120; great 115; country 101; long 101; years 95; small 83; time 80; brick 80; stone 79; land 77; wooden 75; large 74; roof 74; home 70; square 69; mansion 69; walls 68; front 65; trees 62; dwelling 62; windows 62; ancient 59; part 57; wide 56; grounds 56; family 55; occupied 54; barn 53; streets 52; cabins 52; fields 51; garden 51; half 49; fair 49; build 48; broad 48; region 48; farm 47; estate 47; life 46; stock 46; high 45; laid 45; style 44; century 44 0.82 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1700 0.79 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1721 0.78 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1711 0.77 Johnston_Mary_Prisoners_of_Hope_A_Tale_of_Colonial_Virginia_PG_21886.txt 1076 0.77 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 4124 0.77 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 982 0.77 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2956 0.76 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 970 0.75 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1991 0.74 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 441 topic 90 words and high percentage chunks: miles 374; country 222; south 176; road 150; mountain 141; land 139; side 134; point 132; hundred 130; river 118; mountains 115; north 114; region 104; place 93; great 87; town 86; distance 76; twenty 73; wilderness 72; western 72; travel 64; line 64; west 64; years 63; railroad 63; small 61; roads 60; part 58; east 58; iron 57; distant 55; water 55; soil 55; route 55; mile 53; journey 51; thousand 51; streams 51; rivers 49; coal 49; grass 48; valley 48; called 45; vast 43; southern 42; eastern 42; pass 42; map 42; population 41; rich 40 0.77 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 147 0.74 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 527 0.73 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 208 0.73 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 98 0.72 Cable_George_Washington_The_Cavalier_PG_9839.txt 1204 0.68 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1915 0.67 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1916 0.67 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 768 0.67 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 100 0.67 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 556 topics 37 and 54 -- correlation 0.6213091351195331 topic 37 words and high percentage chunks: back 1107; looked 941; sat 935; face 918; chair 869; eyes 841; turned 798; head 769; stood 763; hand 637; hands 575; room 490; rose 404; man 384; seat 376; slowly 328; table 314; leaned 314; side 306; window 306; moment 301; silence 301; standing 300; walked 298; forward 277; hat 264; feet 260; drew 259; door 259; began 254; arm 234; floor 234; sitting 231; leaning 225; long 216; fell 206; spoke 204; bent 199; glanced 195; moved 193; left 183; arms 176; put 176; suddenly 174; length 172; dropped 165; raised 159; watched 158; held 156; stared 153 0.72 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3631 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3896 0.69 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 1174 0.69 Aldrich_Thomas_Bailey_The_Story_of_a_Bad_Boy_PG_1948.txt 533 0.68 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1272 0.66 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 688 0.64 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1260 0.61 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 598 0.60 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 541 0.60 Allen_James_Lane_The_Choir_Invisible_PG_2316.txt 561 topic 54 words and high percentage chunks: hand 2370; arm 701; head 625; put 547; laid 413; held 383; shoulder 372; lips 365; arms 323; back 320; drew 307; face 278; kissed 268; hands 261; fingers 231; neck 209; side 207; pressed 207; close 205; whispered 202; gently 183; touched 178; taking 170; hold 168; cheek 166; holding 166; moment 161; touch 158; felt 156; finger 152; lifted 151; heart 149; hair 149; softly 145; forward 144; shook 133; raised 132; voice 131; child 131; girl 128; turned 124; spoke 124; laying 123; laughed 122; white 121; answered 116; caught 113; putting 113; forehead 112; soft 111 0.76 Optic_Oliver_A_Victorious_Union_PG_18678.txt 912 0.71 Optic_Oliver_A_Victorious_Union_PG_18678.txt 981 0.70 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 756 0.69 Optic_Oliver_A_Victorious_Union_PG_18678.txt 858 0.68 Roe_Edward_Payson_Miss_Lou_PG_5309.txt 703 0.67 Page_Thomas_Nelson_Two_Little_Confederates_PG_26725.txt 87 0.67 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 807 0.67 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 902 0.65 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 614 0.65 Optic_Oliver_A_Victorious_Union_PG_18678.txt 559 topics 37 and 86 -- correlation 0.5066246137611593 topic 37 words and high percentage chunks: back 1107; looked 941; sat 935; face 918; chair 869; eyes 841; turned 798; head 769; stood 763; hand 637; hands 575; room 490; rose 404; man 384; seat 376; slowly 328; table 314; leaned 314; side 306; window 306; moment 301; silence 301; standing 300; walked 298; forward 277; hat 264; feet 260; drew 259; door 259; began 254; arm 234; floor 234; sitting 231; leaning 225; long 216; fell 206; spoke 204; bent 199; glanced 195; moved 193; left 183; arms 176; put 176; suddenly 174; length 172; dropped 165; raised 159; watched 158; held 156; stared 153 0.72 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3631 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3896 0.69 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 1174 0.69 Aldrich_Thomas_Bailey_The_Story_of_a_Bad_Boy_PG_1948.txt 533 0.68 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1272 0.66 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 688 0.64 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1260 0.61 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 598 0.60 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 541 0.60 Allen_James_Lane_The_Choir_Invisible_PG_2316.txt 561 topic 86 words and high percentage chunks: black 755; white 738; hair 737; dress 518; head 438; blue 425; coat 424; long 392; wore 367; red 362; face 317; hat 294; eyes 268; gray 261; dressed 247; clothes 238; pair 233; made 230; silk 211; boots 201; tall 198; neck 191; figure 181; large 177; yellow 176; looked 170; shirt 170; shoes 170; wear 165; gold 164; dark 160; shoulders 159; great 149; feet 148; brown 145; round 144; gown 143; small 138; thin 134; lace 132; fine 129; cloth 128; put 126; handkerchief 126; worn 123; broad 122; suit 121; appearance 119; uniform 119; woman 117 0.74 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 560 0.72 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 104 0.71 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 32 0.71 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 58 0.70 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 665 0.67 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 2040 0.66 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 42 0.65 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 1794 0.65 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 106 0.65 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 473 topics 39 and 99 -- correlation 0.6059795688083006 topic 39 words and high percentage chunks: board 993; captain 973; officer 921; deck 755; commander 704; lieutenant 670; ship 524; steamer 509; cabin 496; men 485; replied 439; officers 432; added 357; vessel 326; duty 290; man 249; order 234; command 227; orders 224; engineer 218; crew 207; called 204; mate 192; room 189; regard 187; continued 183; report 180; time 178; service 177; steward 169; position 167; boat 165; engine 165; prize 163; pilot 160; made 158; executive 154; present 152; situation 149; make 149; quarter 148; chief 146; ready 138; owner 138; forward 132; appeared 127; flag 127; put 125; company 125; asked 123 0.77 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 616 0.76 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 695 0.75 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 51 0.74 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 100 0.74 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1621 0.73 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 279 0.72 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 1072 0.71 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1440 0.69 Glasgow_Ellen_Anderson_Gholson_The_Voice_of_the_People_PG_16505_8.txt 2090 0.68 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 486 topic 99 words and high percentage chunks: replied 1750; sir 1499; added 841; answered 732; asked 728; captain 587; suppose 397; exclaimed 347; smile 235; demanded 232; major 229; glad 219; call 199; laughing 197; find 194; ca 166; good 162; friend 147; turning 143; brother 134; excuse 134; responded 133; understand 132; ah 128; uncle 127; remarked 122; house 119; inquired 119; reckon 118; son 117; soldier 116; business 115; continued 111; cousin 110; officer 106; doctor 105; somers 102; dear 101; reply 99; thought 99; hear 95; gentleman 94; doubt 92; repeated 92; rebel 92; smiling 91; matter 90; boy 89; protested 89; sergeant 86 0.95 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 1950 0.95 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 1738 0.95 Optic_Oliver_On_The_Blockade_PG_18617.txt 1524 0.94 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 1658 0.92 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 1757 0.92 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 1696 0.91 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 1932 0.91 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 1664 0.90 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 1562 0.90 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 1743 topics 40 and 74 -- correlation 0.6682017090017645 topic 40 words and high percentage chunks: enemy 704; men 678; line 656; troops 576; army 507; battle 465; position 422; left 413; rebels 377; force 357; front 349; attack 333; fire 324; lines 322; road 318; division 294; advance 279; rear 277; guns 258; field 255; back 253; artillery 244; batteries 236; moved 228; brigade 226; ground 225; command 218; regiment 218; miles 214; river 209; movement 204; forward 198; morning 197; hundred 187; cavalry 180; thousand 179; made 171; woods 171; retreat 161; day 160; soldiers 155; flank 154; town 149; battery 144; fight 141; bridge 140; order 139; hill 138; column 138; marched 137 0.69 Warner_Susan_Daisy_PG_18687_8.txt 2747 0.66 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 2154 0.62 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 1648 0.62 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 2591 0.62 Roe_Edward_Payson_The_Earth_Trembled_PG_6719.txt 1261 0.60 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 182 0.59 Holmes_Mary_Jane_Lena_Rivers_PG_12835.txt 203 0.59 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 160 0.59 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 396 0.58 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 2627 topic 74 words and high percentage chunks: war 918; men 622; battle 594; country 482; fight 423; army 332; fought 294; soldiers 278; great 271; people 253; fighting 251; field 239; day 236; flag 232; victory 227; soldier 224; brave 195; made 176; arms 163; end 150; side 150; rebellion 138; government 136; friends 133; southern 132; battles 131; times 126; armies 125; troops 124; peace 122; city 122; called 119; struggle 119; enemy 118; part 117; history 112; days 112; northern 105; boy 104; nation 102; military 101; glorious 98; glory 97; general 96; courage 96; duty 95; honor 94; rebels 93; service 88; defeat 88 0.76 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2287 0.73 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 1073 0.71 Optic_Oliver_On_The_Blockade_PG_18617.txt 660 0.69 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 428 0.68 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2682 0.68 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2631 0.67 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 3241 0.66 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1188 0.63 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 904 0.63 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 1200 topics 42 and 55 -- correlation 0.5599062297452235 topic 42 words and high percentage chunks: told 596; mother 581; home 538; thought 538; marcy 504; boys 467; boy 422; men 405; time 401; find 387; thing 349; house 343; knew 338; back 336; wanted 318; replied 314; flag 293; trouble 286; good 276; captain 262; heard 246; run 238; put 236; long 234; afraid 234; safe 229; answered 221; friends 209; brought 207; made 202; news 200; hear 188; word 183; money 182; things 180; hands 173; fight 173; stand 169; give 169; place 164; exclaimed 157; make 155; night 155; mind 151; man 149; overseer 148; story 146; bring 145; added 144; stay 141 0.76 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2953 0.72 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2586 0.67 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2734 0.66 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 137 0.63 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 3136 0.62 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 3412 0.59 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2255 0.58 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 753 0.58 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 117 0.58 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 1491 topic 55 words and high percentage chunks: 25 318; illustrated 291; 12mo 242; cloth 213; volume 189; extra 145; colors 141; price 136; box 130; printed 129; fully 106; 1.25 106; vols 103; 1.00 102; cents 92; 75 86; volumes 80; illustrations 73; 50 72; sold 59; 1.50 55; separately 51; degrees 46; series 44; a. 41; gilt 40; bound 39; 16mo 38; paper 37; club 35; pages 34; 00 32; edges 31; author 30; 8vo 28; girls 27; cover 27; engravings 26; morocco 25; top 23; elegantly 23; edition 22; handsomely 21; story 21; drawings 21; binding 21; library 20; neat 19; castlemon 19; original 18 0.75 Optic_Oliver_Stand_By_The_Union_PG_18816.txt 1345 0.68 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 389 0.66 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 38 0.64 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 773 0.62 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 1971 0.61 Johnston_Mary_Prisoners_of_Hope_A_Tale_of_Colonial_Virginia_PG_21886.txt 1111 0.61 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3645 0.59 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 518 0.59 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1373 0.58 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 2104 topics 42 and 91 -- correlation 0.5150019933423664 topic 42 words and high percentage chunks: told 596; mother 581; home 538; thought 538; marcy 504; boys 467; boy 422; men 405; time 401; find 387; thing 349; house 343; knew 338; back 336; wanted 318; replied 314; flag 293; trouble 286; good 276; captain 262; heard 246; run 238; put 236; long 234; afraid 234; safe 229; answered 221; friends 209; brought 207; made 202; news 200; hear 188; word 183; money 182; things 180; hands 173; fight 173; stand 169; give 169; place 164; exclaimed 157; make 155; night 155; mind 151; man 149; overseer 148; story 146; bring 145; added 144; stay 141 0.76 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2953 0.72 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2586 0.67 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2734 0.66 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 137 0.63 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 3136 0.62 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 3412 0.59 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2255 0.58 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 753 0.58 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 117 0.58 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 1491 topic 91 words and high percentage chunks: back 1181; time 1143; give 964; find 759; good 748; night 718; till 672; leave 666; make 655; ca 613; day 546; stay 521; ready 516; wait 505; home 499; wo 476; long 458; morrow 441; bring 393; work 340; thing 337; run 335; send 331; replied 329; place 311; put 306; call 291; mind 275; afraid 274; men 270; house 270; hope 265; rest 255; thought 252; answered 248; added 241; stand 241; chance 240; things 240; start 239; morning 235; meet 226; sir 218; ride 218; hear 214; show 212; trouble 210; suppose 210; coming 207; follow 205 0.77 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 611 0.70 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 668 0.66 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 2080 0.65 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 927 0.65 Freeman_Mary_Eleanor_Wilkins_The_Heart_s_Highway_A_Romance_of_Virginia_PG_4528.txt 470 0.63 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 2454 0.63 Glasgow_Ellen_Anderson_Gholson_The_Voice_of_the_People_PG_16505_8.txt 981 0.62 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 1067 0.61 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 407 0.59 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 696 topics 43 and 59 -- correlation 0.5107930868646674 topic 43 words and high percentage chunks: manner 461; young 434; made 382; felt 353; man 230; good 219; found 216; met 207; appeared 204; thought 202; gave 194; lady 194; pleasure 192; acquaintance 189; interest 181; stranger 181; conversation 177; kind 173; pleased 172; knew 165; received 164; subject 164; change 163; great 162; presence 153; spoke 148; make 146; friend 141; gentleman 141; talked 136; feeling 134; mind 133; surprised 132; fact 128; greatly 126; surprise 125; person 125; day 124; father 124; feel 120; called 117; looked 117; son 115; friendly 114; curiosity 110; making 110; cousin 110; agreeable 109; occasion 108; men 106 0.74 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 572 0.68 Page_Thomas_Nelson_Two_Little_Confederates_PG_26725.txt 449 0.68 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 622 0.66 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 1002 0.65 Harris_Joel_Chandler_On_the_Plantation_A_Story_of_a_Georgia_Boy_s_Adve_PG_50701.txt 766 0.64 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 1482 0.63 Twain_Mark_Adventures_of_Huckleberry_Finn_PG_76.txt 2234 0.62 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 631 0.62 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 625 0.62 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 536 topic 59 words and high percentage chunks: home 863; time 631; day 574; mother 526; father 491; told 450; letter 399; return 395; visit 325; house 301; morning 297; days 278; evening 277; left 274; news 274; leave 267; back 235; business 227; returned 222; meet 220; called 207; friends 204; city 200; wife 191; met 189; coming 189; friend 184; wrote 184; brought 183; room 182; brother 180; received 168; made 168; afternoon 167; family 165; daughter 165; arrived 164; son 160; make 158; weeks 152; find 150; word 148; call 145; expected 142; young 141; night 141; sick 140; place 138; office 136; hour 131 0.71 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 421 0.71 Warner_Susan_Daisy_PG_18687_8.txt 2506 0.69 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 487 0.69 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 64 0.69 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 985 0.69 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 1260 0.68 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 889 0.67 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 2287 0.67 Johnston_Mary_Prisoners_of_Hope_A_Tale_of_Colonial_Virginia_PG_21886.txt 655 0.67 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 889 topics 44 and 60 -- correlation 0.6210077967752109 topic 44 words and high percentage chunks: feet 439; ground 254; tree 220; long 192; end 181; side 130; large 129; made 127; water 117; wood 114; foot 105; cut 104; earth 103; beneath 102; roof 102; rope 101; high 99; wall 99; mud 99; top 97; hole 93; half 91; inches 89; iron 87; broken 86; heavy 85; tent 83; head 82; log 82; logs 79; small 77; fallen 77; laid 76; deep 74; place 72; covered 72; length 71; bottom 71; hung 70; lay 68; surface 68; body 67; ten 67; stone 67; rain 65; found 64; fastened 64; stones 64; height 63; strong 61 0.84 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2197 0.82 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1586 0.79 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3890 0.78 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3895 0.74 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2944 0.73 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 1727 0.73 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1376 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3900 0.71 Optic_Oliver_On_The_Blockade_PG_18617.txt 1537 0.71 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3901 topic 60 words and high percentage chunks: river 989; water 786; boat 751; stream 401; bank 357; shore 352; raft 226; boats 214; current 198; channel 177; miles 167; mile 154; side 154; half 149; deep 142; made 132; landing 130; long 120; place 114; creek 111; sea 110; wind 110; small 109; reached 109; found 107; distance 106; floating 105; yards 103; island 103; feet 102; land 101; lake 98; high 96; work 96; banks 93; hour 89; sand 89; tide 88; steamer 87; bottom 87; passed 84; turned 82; left 81; point 80; great 79; fleet 75; close 72; running 72; oars 72; passage 71 0.74 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 566 0.73 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 1627 0.70 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 979 0.68 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 728 0.68 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 437 0.66 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 828 0.65 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 1572 0.64 Castlemon_Harry_Marcy_the_Refugee_PG_31831.txt 429 0.64 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 850 0.64 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 106 topics 44 and 95 -- correlation 0.5289105806702932 topic 44 words and high percentage chunks: feet 439; ground 254; tree 220; long 192; end 181; side 130; large 129; made 127; water 117; wood 114; foot 105; cut 104; earth 103; beneath 102; roof 102; rope 101; high 99; wall 99; mud 99; top 97; hole 93; half 91; inches 89; iron 87; broken 86; heavy 85; tent 83; head 82; log 82; logs 79; small 77; fallen 77; laid 76; deep 74; place 72; covered 72; length 71; bottom 71; hung 70; lay 68; surface 68; body 67; ten 67; stone 67; rain 65; found 64; fastened 64; stones 64; height 63; strong 61 0.84 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2197 0.82 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1586 0.79 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3890 0.78 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3895 0.74 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2944 0.73 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 1727 0.73 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1376 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3900 0.71 Optic_Oliver_On_The_Blockade_PG_18617.txt 1537 0.71 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3901 topic 95 words and high percentage chunks: dog 372; dogs 298; wild 212; hunting 155; game 153; tree 138; fish 130; deer 129; tail 118; boys 116; cat 107; caught 106; animal 100; shot 100; ran 99; birds 97; young 95; bird 94; gun 91; bear 89; hunt 82; panther 73; large 72; water 71; hounds 71; trail 71; woods 69; made 68; hunter 61; heard 61; called 60; track 60; fire 59; squirrel 57; hen 57; legs 56; turkeys 56; sheep 55; animals 55; sight 54; chickens 54; brought 53; big 52; killed 51; kill 51; fox 50; hound 50; hunters 49; rifle 49; coon 48 0.79 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 591 0.77 Glasgow_Ellen_Anderson_Gholson_The_Voice_of_the_People_PG_16505_8.txt 1224 0.77 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 795 0.76 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1683 0.74 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 165 0.74 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 352 0.74 Chesnutt_Charles_W_Charles_Waddell_The_House_Behind_the_Cedars_PG_472.txt 362 0.73 Aldrich_Thomas_Bailey_The_Story_of_a_Bad_Boy_PG_1948.txt 837 0.71 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 1903 0.71 Warner_Susan_Daisy_PG_18687_8.txt 1052 topics 46 and 82 -- correlation 1.0 topic 46 words and high percentage chunks: room 582; table 229; house 171; floor 157; large 154; stood 145; rooms 136; furniture 134; box 130; walls 120; corner 114; chairs 107; glass 105; bed 103; wall 102; chair 101; windows 100; small 96; books 94; side 93; hung 93; made 90; curtains 88; filled 82; great 80; apartment 76; covered 67; looked 62; sat 60; carpet 58; door 57; hall 57; boxes 55; window 55; place 54; tables 53; handsome 52; cabin 52; silver 51; sitting 51; lay 50; articles 50; library 50; dining 47; high 46; opened 44; open 44; low 44; mahogany 44; opposite 43 0.81 Optic_Oliver_Stand_By_The_Union_PG_18816.txt 524 0.75 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2347 0.74 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 2129 0.73 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3914 0.73 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 1976 0.73 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2227 0.72 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 1347 0.71 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 1139 0.70 Allen_James_Lane_The_Choir_Invisible_PG_2316.txt 642 0.66 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 930 topic 82 words and high percentage chunks: train 376; carriage 206; station 174; car 170; wagon 141; driver 125; hotel 122; cars 122; seat 119; bag 116; stage 112; drove 106; back 93; town 89; railroad 89; passengers 79; platform 75; stopped 72; left 70; road 70; morning 70; wheels 69; trunk 69; journey 67; horses 66; carpet 63; miles 58; horse 57; baggage 56; railway 53; reached 52; cart 52; small 51; drive 51; mail 49; city 47; coach 46; vehicle 46; driven 43; night 43; carry 42; conductor 42; ten 39; hours 39; late 38; box 38; afternoon 37; minutes 36; started 36; porter 35 0.69 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 143 0.68 Roe_Edward_Payson_Miss_Lou_PG_5309.txt 2015 0.68 Roe_Edward_Payson_Miss_Lou_PG_5309.txt 1454 0.68 Allen_James_Lane_Flute_and_Violin_and_other_Kentucky_Tales_and_Romances_PG_50597_0.txt 395 0.67 Roe_Edward_Payson_The_Earth_Trembled_PG_6719.txt 2390 0.66 Roe_Edward_Payson_Miss_Lou_PG_5309.txt 657 0.63 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 1210 0.62 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 402 0.62 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 877 0.61 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 1662 topics 51 and 73 -- correlation 0.7456785876210715 topic 51 words and high percentage chunks: present 171; sergeant 154; purpose 146; whilst 132; mind 115; moment 111; condition 108; journey 107; safety 100; events 99; mildred 98; make 95; soldier 90; danger 90; feelings 87; war 86; late 85; country 84; party 84; prisoner 83; temper 82; determined 75; daughter 73; interest 72; escape 71; character 71; ill 70; family 70; friends 69; thoughts 69; short 67; enemy 67; brought 66; difficulties 64; anxious 64; presence 63; house 62; hope 61; state 61; secret 60; nature 60; circumstances 59; travellers 59; means 57; fate 56; spirit 55; doubt 54; duty 54; maiden 54; bring 53 0.78 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 577 0.77 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 138 0.77 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 363 0.77 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1344 0.75 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 1009 0.72 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 546 0.72 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 42 0.72 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 913 0.71 Harben_Will_N_Will_Nathaniel_Northern_Georgia_Sketches_PG_50896_8.txt 94 0.71 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 132 topic 73 words and high percentage chunks: man 744; good 523; fellow 354; ha 326; poor 209; make 209; boy 208; thing 196; exclaimed 193; bad 191; devil 183; fool 181; fight 180; ah 173; major 160; sort 144; fellows 137; set 135; pretty 135; added 126; turn 121; give 121; cried 117; call 114; replied 113; hold 109; head 108; sergeant 106; fair 103; luck 102; play 101; hard 100; hand 99; ca 98; war 95; made 94; care 90; business 89; put 81; worse 81; honest 80; run 78; sir 75; night 71; find 71; cut 69; trick 68; swear 67; laugh 67; soldier 66 0.84 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 607 0.81 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 286 0.80 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 636 0.80 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1516 0.78 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1156 0.78 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 1010 0.76 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 1043 0.76 Optic_Oliver_On_The_Blockade_PG_18617.txt 1098 0.76 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 3034 0.74 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 517 topics 54 and 63 -- correlation 0.5379598677142838 topic 54 words and high percentage chunks: hand 2370; arm 701; head 625; put 547; laid 413; held 383; shoulder 372; lips 365; arms 323; back 320; drew 307; face 278; kissed 268; hands 261; fingers 231; neck 209; side 207; pressed 207; close 205; whispered 202; gently 183; touched 178; taking 170; hold 168; cheek 166; holding 166; moment 161; touch 158; felt 156; finger 152; lifted 151; heart 149; hair 149; softly 145; forward 144; shook 133; raised 132; voice 131; child 131; girl 128; turned 124; spoke 124; laying 123; laughed 122; white 121; answered 116; caught 113; putting 113; forehead 112; soft 111 0.76 Optic_Oliver_A_Victorious_Union_PG_18678.txt 912 0.71 Optic_Oliver_A_Victorious_Union_PG_18678.txt 981 0.70 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 756 0.69 Optic_Oliver_A_Victorious_Union_PG_18678.txt 858 0.68 Roe_Edward_Payson_Miss_Lou_PG_5309.txt 703 0.67 Page_Thomas_Nelson_Two_Little_Confederates_PG_26725.txt 87 0.67 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 807 0.67 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 902 0.65 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 614 0.65 Optic_Oliver_A_Victorious_Union_PG_18678.txt 559 topic 63 words and high percentage chunks: heart 1095; love 814; life 768; world 429; hope 426; dear 401; mother 353; long 320; soul 313; loved 312; happy 303; day 258; child 240; words 234; years 231; poor 229; sweet 225; joy 225; peace 223; ah 212; time 208; home 204; happiness 200; pray 190; tender 185; future 174; wife 170; woman 169; thought 169; faith 167; past 161; make 159; live 157; feel 155; noble 152; children 150; forget 149; hearts 145; give 143; loving 140; earth 138; sorrow 138; blessed 136; prayer 133; grave 131; good 129; great 129; affection 129; knew 126; bitter 125 0.80 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 761 0.76 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2896 0.75 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 2655 0.75 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1750 0.73 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 451 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1239 0.72 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 1369 0.71 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 674 0.69 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3538 0.69 Castlemon_Harry_Frank_on_a_Gun_Boat_PG_12808.txt 662 topics 59 and 88 -- correlation 0.5125583652902186 topic 59 words and high percentage chunks: home 863; time 631; day 574; mother 526; father 491; told 450; letter 399; return 395; visit 325; house 301; morning 297; days 278; evening 277; left 274; news 274; leave 267; back 235; business 227; returned 222; meet 220; called 207; friends 204; city 200; wife 191; met 189; coming 189; friend 184; wrote 184; brought 183; room 182; brother 180; received 168; made 168; afternoon 167; family 165; daughter 165; arrived 164; son 160; make 158; weeks 152; find 150; word 148; call 145; expected 142; young 141; night 141; sick 140; place 138; office 136; hour 131 0.71 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 421 0.71 Warner_Susan_Daisy_PG_18687_8.txt 2506 0.69 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 487 0.69 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 64 0.69 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 985 0.69 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 1260 0.68 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 889 0.67 Page_Thomas_Nelson_Red_Rock_A_Chronicle_of_Reconstruction_PG_49648_0.txt 2287 0.67 Johnston_Mary_Prisoners_of_Hope_A_Tale_of_Colonial_Virginia_PG_21886.txt 655 0.67 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 889 topic 88 words and high percentage chunks: father 1398; mother 1080; son 791; family 492; brother 480; boy 457; daughter 415; home 381; wife 373; child 342; years 322; sister 314; children 266; young 239; died 237; told 225; poor 197; husband 189; house 183; left 177; married 161; war 145; story 143; girl 142; heard 130; younger 130; age 127; great 126; year 124; grandfather 121; called 116; sisters 115; death 114; born 113; grandmother 111; brought 110; brothers 108; live 107; older 106; lost 103; uncle 102; grown 100; thought 98; parents 98; lady 96; days 92; remember 90; man 85; dear 85; good 83 0.71 Page_Thomas_Nelson_Two_Little_Confederates_PG_26725.txt 458 0.70 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 625 0.70 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 806 0.66 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 1789 0.65 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1761 0.64 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2703 0.64 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 922 0.64 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2343 0.62 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 3340 0.61 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 901 topics 62 and 96 -- correlation 0.5130073339739257 topic 62 words and high percentage chunks: time 388; moment 326; forward 273; heard 228; distance 219; direction 214; suddenly 204; turned 200; began 194; made 192; reached 189; side 184; nearer 169; rapidly 160; short 157; pace 154; moved 152; road 149; sight 147; step 144; coming 144; appeared 133; ran 130; hour 129; eye 128; started 126; slowly 126; passed 121; thought 119; place 116; stopped 115; darkness 113; presently 112; moving 108; sudden 107; party 107; view 106; run 104; discovered 103; steps 103; half 103; point 101; approaching 101; rapid 100; instant 99; close 98; farther 98; long 97; pursuit 97; surprise 96 0.75 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 1065 0.71 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3473 0.68 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 522 0.67 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 203 0.64 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 863 0.64 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 1186 0.63 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 351 0.63 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 968 0.63 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1573 0.62 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 838 topic 96 words and high percentage chunks: heard 706; sound 486; hear 255; voice 235; voices 222; ears 220; loud 199; sounds 194; noise 167; long 160; men 157; time 155; cry 154; sounded 150; air 144; silence 144; ear 140; laughter 127; roar 121; feet 120; suddenly 110; shouts 103; cries 103; thunder 98; coming 98; listened 98; call 97; broke 92; wild 88; began 87; whistle 87; great 85; short 85; louder 83; shouted 81; stillness 81; words 79; shout 79; horses 78; ceased 76; night 75; presently 73; fell 72; drums 71; burst 70; notes 69; quick 67; deep 67; ringing 65; startled 64 0.67 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 25 0.66 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 86 0.65 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 62 0.64 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1046 0.61 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1608 0.60 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2128 0.59 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 495 0.59 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 29 0.59 Allen_James_Lane_A_Kentucky_Cardinal_A_Story_PG_11532.txt 156 0.58 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 195 topics 64 and 71 -- correlation 0.545389678204754 topic 64 words and high percentage chunks: people 665; men 512; slavery 318; country 314; man 308; free 281; war 247; state 226; great 213; race 212; slave 204; law 200; slaves 198; land 170; white 167; freedom 150; rights 148; government 144; political 143; laws 139; negroes 130; nation 127; southern 125; blood 120; party 116; poor 114; children 111; power 110; part 106; born 105; make 104; public 103; citizens 96; colored 92; vote 92; true 91; history 89; northern 89; order 88; election 88; property 87; states 87; life 86; american 86; system 86; institution 84; women 82; black 80; question 77; liberty 77 0.73 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2883 0.69 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1827 0.67 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1137 0.66 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2809 0.66 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 1946 0.66 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 2 0.66 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1882 0.65 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 1044 0.65 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1588 0.64 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1713 topic 71 words and high percentage chunks: town 445; office 318; people 309; street 233; crowd 229; day 210; streets 209; city 209; place 192; men 148; houses 138; court 130; post 118; county 111; village 108; public 102; business 101; house 94; bar 89; hotel 85; square 84; law 76; young 75; crowded 75; store 75; country 71; citizens 69; morning 67; negroes 67; full 66; passed 64; meeting 64; tavern 62; market 61; found 60; jail 60; sign 58; front 58; met 57; private 49; days 48; church 48; called 47; sheriff 47; leech 46; number 43; buildings 43; quiet 43; standing 43; open 42 0.71 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1024 0.69 Optic_Oliver_Stand_By_The_Union_PG_18816.txt 192 0.69 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 355 0.68 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 126 0.67 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 859 0.65 Warner_Susan_Daisy_PG_18687_8.txt 506 0.64 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 944 0.64 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 832 0.63 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 352 0.62 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 675 topics 64 and 89 -- correlation 0.597229203281502 topic 64 words and high percentage chunks: people 665; men 512; slavery 318; country 314; man 308; free 281; war 247; state 226; great 213; race 212; slave 204; law 200; slaves 198; land 170; white 167; freedom 150; rights 148; government 144; political 143; laws 139; negroes 130; nation 127; southern 125; blood 120; party 116; poor 114; children 111; power 110; part 106; born 105; make 104; public 103; citizens 96; colored 92; vote 92; true 91; history 89; northern 89; order 88; election 88; property 87; states 87; life 86; american 86; system 86; institution 84; women 82; black 80; question 77; liberty 77 0.73 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2883 0.69 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1827 0.67 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1137 0.66 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2809 0.66 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 1946 0.66 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 2 0.66 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1882 0.65 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 1044 0.65 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1588 0.64 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1713 topic 89 words and high percentage chunks: chapter 1277; illustration 380; page 86; 25 73; viii 72; 1862 67; xviii 51; xxviii 49; 1861 37; iii 29; 15 25; p. 24; report 22; reserved 22; 1863 21; 1864 21; 18 19; copyright 19; 10 18; rights 17; 16 17; 24 16; 13 16; 14 16; 20 16; 1865 15; xiii 15; 22 14; xxxii 14; 11 13; 21 13; forty 12; xlii 12; 17 11; 37 11; 19 11; 29 11; 20th 11; 70 10; 48 10; 30 9; 52 9; lines 9; finish 9; 92 9; 1860 9; xxxviii 9; xxii 9; 1st 8; 18th 8 0.78 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 306 0.65 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 804 0.63 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 697 0.62 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 2010 0.60 Aldrich_Thomas_Bailey_The_Story_of_a_Bad_Boy_PG_1948.txt 104 0.60 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 2452 0.58 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 400 0.58 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 517 0.58 Dunbar_Paul_Laurence_The_Strength_of_Gideon_and_Other_Stories_PG_15886.txt 659 0.58 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 1184 topics 64 and 90 -- correlation 0.545389678204754 topic 64 words and high percentage chunks: people 665; men 512; slavery 318; country 314; man 308; free 281; war 247; state 226; great 213; race 212; slave 204; law 200; slaves 198; land 170; white 167; freedom 150; rights 148; government 144; political 143; laws 139; negroes 130; nation 127; southern 125; blood 120; party 116; poor 114; children 111; power 110; part 106; born 105; make 104; public 103; citizens 96; colored 92; vote 92; true 91; history 89; northern 89; order 88; election 88; property 87; states 87; life 86; american 86; system 86; institution 84; women 82; black 80; question 77; liberty 77 0.73 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 2883 0.69 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1827 0.67 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1137 0.66 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2809 0.66 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 1946 0.66 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 2 0.66 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1882 0.65 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 1044 0.65 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1588 0.64 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1713 topic 90 words and high percentage chunks: miles 374; country 222; south 176; road 150; mountain 141; land 139; side 134; point 132; hundred 130; river 118; mountains 115; north 114; region 104; place 93; great 87; town 86; distance 76; twenty 73; wilderness 72; western 72; travel 64; line 64; west 64; years 63; railroad 63; small 61; roads 60; part 58; east 58; iron 57; distant 55; water 55; soil 55; route 55; mile 53; journey 51; thousand 51; streams 51; rivers 49; coal 49; grass 48; valley 48; called 45; vast 43; southern 42; eastern 42; pass 42; map 42; population 41; rich 40 0.77 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 147 0.74 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 527 0.73 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 208 0.73 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 98 0.72 Cable_George_Washington_The_Cavalier_PG_9839.txt 1204 0.68 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1915 0.67 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1916 0.67 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 768 0.67 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 100 0.67 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 556 topics 65 and 96 -- correlation 0.5238302950658338 topic 65 words and high percentage chunks: sees 176; time 157; makes 116; back 111; man 109; stands 96; hound 85; turns 81; master 79; hunter 77; horse 75; spot 73; close 71; longer 69; late 68; make 67; clancy 66; coming 64; hears 64; fear 62; finds 61; plain 60; length 59; dog 58; scarce 56; danger 55; making 53; mulatto 53; tells 52; speech 51; draws 51; trail 51; sign 50; strange 48; tree 46; animal 46; appears 45; stand 44; blood 44; takes 44; shows 43; feels 42; safe 41; taking 41; showing 41; clear 40; eyes 39; leaving 38; begins 38; kind 37 0.72 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 2189 0.71 Roe_Edward_Payson_His_Sombre_Rivals_PG_6128.txt 1875 0.71 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 2330 0.70 Warner_Susan_Daisy_PG_18687_8.txt 152 0.69 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 2046 0.69 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 1888 0.69 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 328 0.67 Cable_George_Washington_The_Cavalier_PG_9839.txt 89 0.67 Warner_Susan_Daisy_PG_18687_8.txt 1232 0.67 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 1373 topic 96 words and high percentage chunks: heard 706; sound 486; hear 255; voice 235; voices 222; ears 220; loud 199; sounds 194; noise 167; long 160; men 157; time 155; cry 154; sounded 150; air 144; silence 144; ear 140; laughter 127; roar 121; feet 120; suddenly 110; shouts 103; cries 103; thunder 98; coming 98; listened 98; call 97; broke 92; wild 88; began 87; whistle 87; great 85; short 85; louder 83; shouted 81; stillness 81; words 79; shout 79; horses 78; ceased 76; night 75; presently 73; fell 72; drums 71; burst 70; notes 69; quick 67; deep 67; ringing 65; startled 64 0.67 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 25 0.66 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 86 0.65 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 62 0.64 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1046 0.61 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1608 0.60 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 2128 0.59 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 495 0.59 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 29 0.59 Allen_James_Lane_A_Kentucky_Cardinal_A_Story_PG_11532.txt 156 0.58 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 195 topics 67 and 88 -- correlation 0.5628479088927008 topic 67 words and high percentage chunks: room 1141; table 310; entered 272; young 257; ladies 243; found 233; time 226; left 226; returned 213; lady 212; parlor 210; evening 209; dinner 202; gentlemen 196; house 194; seated 185; party 174; drawing 165; conversation 150; guests 148; asked 146; company 146; supper 146; sat 143; side 142; sitting 139; family 138; moment 137; girl 137; breakfast 134; ready 131; servant 126; uncle 118; mother 116; guest 115; gave 112; tea 109; seat 106; door 104; talking 103; gentleman 102; dining 101; servants 99; met 98; began 93; taking 90; kitchen 88; leaving 87; chair 87; bowed 82 0.76 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 1784 0.70 Warner_Susan_Daisy_PG_18687_8.txt 48 0.70 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 875 0.70 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 1174 0.70 Warner_Susan_Daisy_PG_18687_8.txt 1639 0.70 Warner_Susan_Daisy_PG_18687_8.txt 2380 0.69 Castlemon_Harry_Marcy_the_Refugee_PG_31831.txt 1022 0.68 Seawell_Molly_Elliot_Throckmorton_A_Novel_PG_36829.txt 318 0.68 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 2934 0.67 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 98 topic 88 words and high percentage chunks: father 1398; mother 1080; son 791; family 492; brother 480; boy 457; daughter 415; home 381; wife 373; child 342; years 322; sister 314; children 266; young 239; died 237; told 225; poor 197; husband 189; house 183; left 177; married 161; war 145; story 143; girl 142; heard 130; younger 130; age 127; great 126; year 124; grandfather 121; called 116; sisters 115; death 114; born 113; grandmother 111; brought 110; brothers 108; live 107; older 106; lost 103; uncle 102; grown 100; thought 98; parents 98; lady 96; days 92; remember 90; man 85; dear 85; good 83 0.71 Page_Thomas_Nelson_Two_Little_Confederates_PG_26725.txt 458 0.70 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 625 0.70 Henty_G_A_George_Alfred_With_Lee_in_Virginia_A_Story_of_the_American_Civil_War_PG_2805.txt 806 0.66 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 1789 0.65 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1761 0.64 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2703 0.64 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 922 0.64 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 2343 0.62 Coffin_Charles_Carleton_The_Boys_of_or_Four_Years_of_Fighting_Personal_PG_34843.txt 3340 0.61 Finley_Martha_Elsie_s_Motherhood_PG_14566.txt 901 topics 71 and 89 -- correlation 0.8145882438193185 topic 71 words and high percentage chunks: town 445; office 318; people 309; street 233; crowd 229; day 210; streets 209; city 209; place 192; men 148; houses 138; court 130; post 118; county 111; village 108; public 102; business 101; house 94; bar 89; hotel 85; square 84; law 76; young 75; crowded 75; store 75; country 71; citizens 69; morning 67; negroes 67; full 66; passed 64; meeting 64; tavern 62; market 61; found 60; jail 60; sign 58; front 58; met 57; private 49; days 48; church 48; called 47; sheriff 47; leech 46; number 43; buildings 43; quiet 43; standing 43; open 42 0.71 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1024 0.69 Optic_Oliver_Stand_By_The_Union_PG_18816.txt 192 0.69 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 355 0.68 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 126 0.67 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 859 0.65 Warner_Susan_Daisy_PG_18687_8.txt 506 0.64 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 944 0.64 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 832 0.63 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 352 0.62 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 675 topic 89 words and high percentage chunks: chapter 1277; illustration 380; page 86; 25 73; viii 72; 1862 67; xviii 51; xxviii 49; 1861 37; iii 29; 15 25; p. 24; report 22; reserved 22; 1863 21; 1864 21; 18 19; copyright 19; 10 18; rights 17; 16 17; 24 16; 13 16; 14 16; 20 16; 1865 15; xiii 15; 22 14; xxxii 14; 11 13; 21 13; forty 12; xlii 12; 17 11; 37 11; 19 11; 29 11; 20th 11; 70 10; 48 10; 30 9; 52 9; lines 9; finish 9; 92 9; 1860 9; xxxviii 9; xxii 9; 1st 8; 18th 8 0.78 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 306 0.65 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 804 0.63 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 697 0.62 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 2010 0.60 Aldrich_Thomas_Bailey_The_Story_of_a_Bad_Boy_PG_1948.txt 104 0.60 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 2452 0.58 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 400 0.58 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 517 0.58 Dunbar_Paul_Laurence_The_Strength_of_Gideon_and_Other_Stories_PG_15886.txt 659 0.58 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 1184 topics 71 and 90 -- correlation 0.9999999999999998 topic 71 words and high percentage chunks: town 445; office 318; people 309; street 233; crowd 229; day 210; streets 209; city 209; place 192; men 148; houses 138; court 130; post 118; county 111; village 108; public 102; business 101; house 94; bar 89; hotel 85; square 84; law 76; young 75; crowded 75; store 75; country 71; citizens 69; morning 67; negroes 67; full 66; passed 64; meeting 64; tavern 62; market 61; found 60; jail 60; sign 58; front 58; met 57; private 49; days 48; church 48; called 47; sheriff 47; leech 46; number 43; buildings 43; quiet 43; standing 43; open 42 0.71 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 1024 0.69 Optic_Oliver_Stand_By_The_Union_PG_18816.txt 192 0.69 Alger_Horatio_Frank_s_Campaign_Or_The_Farm_and_the_Camp_PG_1573.txt 355 0.68 Smith_Francis_Hopkinson_The_Other_Fellow_PG_37148_8.txt 126 0.67 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 859 0.65 Warner_Susan_Daisy_PG_18687_8.txt 506 0.64 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 944 0.64 Coffin_Charles_Carleton_Winning_His_Way_PG_22913_8.txt 832 0.63 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 352 0.62 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 675 topic 90 words and high percentage chunks: miles 374; country 222; south 176; road 150; mountain 141; land 139; side 134; point 132; hundred 130; river 118; mountains 115; north 114; region 104; place 93; great 87; town 86; distance 76; twenty 73; wilderness 72; western 72; travel 64; line 64; west 64; years 63; railroad 63; small 61; roads 60; part 58; east 58; iron 57; distant 55; water 55; soil 55; route 55; mile 53; journey 51; thousand 51; streams 51; rivers 49; coal 49; grass 48; valley 48; called 45; vast 43; southern 42; eastern 42; pass 42; map 42; population 41; rich 40 0.77 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 147 0.74 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 527 0.73 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 208 0.73 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 98 0.72 Cable_George_Washington_The_Cavalier_PG_9839.txt 1204 0.68 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1915 0.67 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1916 0.67 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 768 0.67 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 100 0.67 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 556 topics 75 and 91 -- correlation 0.7063617790812173 topic 75 words and high percentage chunks: ca 982; man 960; make 941; wo 608; talk 569; word 462; thing 450; hear 448; told 439; suppose 429; time 382; good 370; replied 354; thought 353; people 345; speak 342; give 334; things 325; sir 305; exclaimed 294; fool 289; afraid 275; understand 274; cried 272; feel 267; stop 240; long 237; trouble 232; place 232; boy 225; reason 223; live 222; young 220; heard 220; father 217; bad 216; mother 216; hope 211; reckon 207; asked 206; wanted 202; kind 198; call 198; matter 194; ai 193; makes 189; glad 186; talking 183; stand 176; happened 175 0.77 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2195 0.77 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 3012 0.76 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2522 0.76 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 1411 0.72 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2276 0.71 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2746 0.70 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2572 0.69 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2234 0.68 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2873 0.68 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 2293 topic 91 words and high percentage chunks: back 1181; time 1143; give 964; find 759; good 748; night 718; till 672; leave 666; make 655; ca 613; day 546; stay 521; ready 516; wait 505; home 499; wo 476; long 458; morrow 441; bring 393; work 340; thing 337; run 335; send 331; replied 329; place 311; put 306; call 291; mind 275; afraid 274; men 270; house 270; hope 265; rest 255; thought 252; answered 248; added 241; stand 241; chance 240; things 240; start 239; morning 235; meet 226; sir 218; ride 218; hear 214; show 212; trouble 210; suppose 210; coming 207; follow 205 0.77 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 611 0.70 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 668 0.66 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 2080 0.65 Alger_Horatio_Tom_The_Bootblack_or_The_Road_to_Success_PG_26355.txt 927 0.65 Freeman_Mary_Eleanor_Wilkins_The_Heart_s_Highway_A_Romance_of_Virginia_PG_4528.txt 470 0.63 Burnett_Frances_Hodgson_In_Connection_with_the_De_Willoughby_Claim_PG_25810_8.txt 2454 0.63 Glasgow_Ellen_Anderson_Gholson_The_Voice_of_the_People_PG_16505_8.txt 981 0.62 Trowbridge_J_T_John_Townsend_Cudjo_s_Cave_PG_31406.txt 1067 0.61 Churchill_Winston_The_Crisis_Complete_PG_5396.txt 407 0.59 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 696 topics 80 and 99 -- correlation 0.5829939565744798 topic 80 words and high percentage chunks: asked 2257; question 799; answer 651; answered 482; replied 446; man 376; questions 346; matter 284; inquired 272; moment 261; reply 258; looked 258; tone 226; demanded 224; father 191; repeated 166; boy 161; surprise 154; exclaimed 152; told 132; captain 123; speak 116; doctor 114; added 104; turning 104; surprised 100; heard 97; remarked 97; glance 97; suppose 94; woman 93; stranger 93; understand 92; put 91; smiled 88; sternly 88; nodded 88; young 87; lady 86; continued 85; friend 83; smile 83; meaning 83; suddenly 82; anxiously 81; gentleman 77; words 77; subject 76; inquiry 76; laughed 76 0.80 Allen_James_Lane_Flute_and_Violin_and_other_Kentucky_Tales_and_Romances_PG_50597_0.txt 1403 0.76 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 2214 0.75 Evans_Augusta_J_Augusta_Jane_Infelice_PG_17718_8.txt 2793 0.71 Ryan_Marah_Ellis_The_Bondwoman_PG_29581.txt 1735 0.70 Optic_Oliver_On_The_Blockade_PG_18617.txt 108 0.70 Optic_Oliver_A_Victorious_Union_PG_18678.txt 1679 0.70 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 2093 0.69 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3560 0.68 Page_Thomas_Nelson_Two_Little_Confederates_PG_26725.txt 1061 0.68 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3571 topic 99 words and high percentage chunks: replied 1750; sir 1499; added 841; answered 732; asked 728; captain 587; suppose 397; exclaimed 347; smile 235; demanded 232; major 229; glad 219; call 199; laughing 197; find 194; ca 166; good 162; friend 147; turning 143; brother 134; excuse 134; responded 133; understand 132; ah 128; uncle 127; remarked 122; house 119; inquired 119; reckon 118; son 117; soldier 116; business 115; continued 111; cousin 110; officer 106; doctor 105; somers 102; dear 101; reply 99; thought 99; hear 95; gentleman 94; doubt 92; repeated 92; rebel 92; smiling 91; matter 90; boy 89; protested 89; sergeant 86 0.95 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 1950 0.95 Optic_Oliver_Within_The_Enemy_s_Lines_PG_18264.txt 1738 0.95 Optic_Oliver_On_The_Blockade_PG_18617.txt 1524 0.94 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 1658 0.92 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 1757 0.92 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 1696 0.91 Optic_Oliver_Taken_by_the_Enemy_PG_18579.txt 1932 0.91 Optic_Oliver_Down_the_River_Or_Buck_Bradford_and_His_Tyrants_PG_24283.txt 1664 0.90 Castlemon_Harry_True_To_His_Colors_PG_28391.txt 1562 0.90 Optic_Oliver_Fighting_for_the_Right_PG_18803_8.txt 1743 topics 89 and 90 -- correlation 0.8145882438193184 topic 89 words and high percentage chunks: chapter 1277; illustration 380; page 86; 25 73; viii 72; 1862 67; xviii 51; xxviii 49; 1861 37; iii 29; 15 25; p. 24; report 22; reserved 22; 1863 21; 1864 21; 18 19; copyright 19; 10 18; rights 17; 16 17; 24 16; 13 16; 14 16; 20 16; 1865 15; xiii 15; 22 14; xxxii 14; 11 13; 21 13; forty 12; xlii 12; 17 11; 37 11; 19 11; 29 11; 20th 11; 70 10; 48 10; 30 9; 52 9; lines 9; finish 9; 92 9; 1860 9; xxxviii 9; xxii 9; 1st 8; 18th 8 0.78 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 306 0.65 Holmes_Mary_Jane_Tempest_and_Sunshine_PG_17260_0.txt 804 0.63 Burnett_Frances_Hodgson_Louisiana_PG_35300_8.txt 697 0.62 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 2010 0.60 Aldrich_Thomas_Bailey_The_Story_of_a_Bad_Boy_PG_1948.txt 104 0.60 Cable_George_Washington_John_March_Southerner_PG_31470_8.txt 2452 0.58 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 400 0.58 Dickinson_Anna_E_Anna_Elizabeth_What_Answer_PG_15402.txt 517 0.58 Dunbar_Paul_Laurence_The_Strength_of_Gideon_and_Other_Stories_PG_15886.txt 659 0.58 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 1184 topic 90 words and high percentage chunks: miles 374; country 222; south 176; road 150; mountain 141; land 139; side 134; point 132; hundred 130; river 118; mountains 115; north 114; region 104; place 93; great 87; town 86; distance 76; twenty 73; wilderness 72; western 72; travel 64; line 64; west 64; years 63; railroad 63; small 61; roads 60; part 58; east 58; iron 57; distant 55; water 55; soil 55; route 55; mile 53; journey 51; thousand 51; streams 51; rivers 49; coal 49; grass 48; valley 48; called 45; vast 43; southern 42; eastern 42; pass 42; map 42; population 41; rich 40 0.77 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 147 0.74 Optic_Oliver_The_Young_Lieutenant_or_The_Adventures_of_an_Army_Officer_PG_25886.txt 527 0.73 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 208 0.73 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 98 0.72 Cable_George_Washington_The_Cavalier_PG_9839.txt 1204 0.68 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 1915 0.67 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 1916 0.67 Optic_Oliver_The_Soldier_Boy_or_Tom_Somers_in_the_Army_A_Story_of_the_Great_Rebellion_PG_14595_8.txt 768 0.67 Castlemon_Harry_Rodney_The_Partisan_PG_29300.txt 100 0.67 Newell_R_H_Robert_Henry_The_Orpheus_C_Kerr_Papers_Series_PG_35906.txt 556 topics 17 and 50 -- correlation -0.5118899252220916 topic 17 words and high percentage chunks: eyes 3018; face 2965; looked 1084; expression 600; smile 591; turned 509; lips 476; countenance 378; pale 373; dark 369; light 345; features 326; white 296; stood 287; girl 285; glance 277; hand 266; cheeks 266; eye 256; moment 247; blue 233; voice 219; met 216; color 214; bright 210; fixed 207; mouth 202; gaze 201; smiled 200; brow 192; black 190; flushed 190; full 188; hair 177; cheek 172; red 168; large 166; flush 163; beautiful 161; fair 157; heart 154; rose 154; deep 151; back 144; grew 144; gazed 135; tears 134; showed 131; brown 127; spoke 126 0.78 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 427 0.71 Finley_Martha_Elsie_Dinsmore_PG_6440.txt 1871 0.70 Allen_James_Lane_Flute_and_Violin_and_other_Kentucky_Tales_and_Romances_PG_50597_0.txt 617 0.69 Evans_Augusta_J_Augusta_Jane_St_Elmo_PG_4553.txt 3386 0.68 Finley_Martha_Elsie_s_Womanhood_PG_14874.txt 1554 0.68 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3107 0.67 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 70 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 228 0.65 Allen_James_Lane_The_Reign_of_Law_a_tale_of_the_Kentucky_hemp_fields_PG_3791.txt 226 0.63 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3859 topic 50 words and high percentage chunks: time 678; plan 453; make 311; made 298; place 277; means 265; work 232; present 228; purpose 198; part 188; found 169; plans 169; difficulty 168; making 163; idea 152; success 146; difficult 145; intended 139; carry 138; position 136; great 134; view 134; find 129; decided 129; information 128; determined 124; order 124; long 123; object 121; case 120; give 119; impossible 116; matter 115; short 115; obtain 114; mind 113; thought 112; escape 111; opportunity 111; doubt 108; point 105; fact 104; young 104; circumstances 103; enterprise 102; hope 102; succeeded 99; suggested 99; return 98; service 97 0.88 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1394 0.87 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1941 0.86 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1906 0.86 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 969 0.85 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1096 0.83 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3382 0.83 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1741 0.83 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3433 0.82 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1645 0.82 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1989 topics 37 and 50 -- correlation -0.6116733440231943 topic 37 words and high percentage chunks: back 1107; looked 941; sat 935; face 918; chair 869; eyes 841; turned 798; head 769; stood 763; hand 637; hands 575; room 490; rose 404; man 384; seat 376; slowly 328; table 314; leaned 314; side 306; window 306; moment 301; silence 301; standing 300; walked 298; forward 277; hat 264; feet 260; drew 259; door 259; began 254; arm 234; floor 234; sitting 231; leaning 225; long 216; fell 206; spoke 204; bent 199; glanced 195; moved 193; left 183; arms 176; put 176; suddenly 174; length 172; dropped 165; raised 159; watched 158; held 156; stared 153 0.72 Stowe_Harriet_Beecher_Uncle_Tom_s_Cabin_PG_203.txt 3631 0.72 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3896 0.69 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 1174 0.69 Aldrich_Thomas_Bailey_The_Story_of_a_Bad_Boy_PG_1948.txt 533 0.68 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1272 0.66 Reid_Mayne_The_Death_Shot_A_Story_Retold_PG_23140.txt 688 0.64 Kennedy_John_Pendleton_Horse_Shoe_Robinson_A_Tale_of_the_Tory_Ascendency_PG_33478_8.txt 1260 0.61 Goulding_F_R_The_Young_Marooners_on_the_Florida_Coast_PG_42066_0.txt 598 0.60 Johnston_Mary_To_Have_and_to_Hold_PG_2807.txt 541 0.60 Allen_James_Lane_The_Choir_Invisible_PG_2316.txt 561 topic 50 words and high percentage chunks: time 678; plan 453; make 311; made 298; place 277; means 265; work 232; present 228; purpose 198; part 188; found 169; plans 169; difficulty 168; making 163; idea 152; success 146; difficult 145; intended 139; carry 138; position 136; great 134; view 134; find 129; decided 129; information 128; determined 124; order 124; long 123; object 121; case 120; give 119; impossible 116; matter 115; short 115; obtain 114; mind 113; thought 112; escape 111; opportunity 111; doubt 108; point 105; fact 104; young 104; circumstances 103; enterprise 102; hope 102; succeeded 99; suggested 99; return 98; service 97 0.88 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1394 0.87 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1941 0.86 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1906 0.86 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 969 0.85 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1096 0.83 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3382 0.83 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1741 0.83 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 3433 0.82 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1645 0.82 Baker_Samuel_White_Sir_Ismailia_PG_3607.txt 1989
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