6.2 janeaustenr

6.2.1 Import into Global Environment

Adding data from the first book into the Global Environment

data(sensesensibility)
#data(prideprejudice)
#data(mansfieldpark)
#data(emma)
#data(northangerabbey)
#data(persuasion)

6.2.2 Look into data

And we can get the top 60 rows from “sensesensibility”

sensesensibility %>% 
  head(n = 60)
##  [1] "SENSE AND SENSIBILITY"                                                  
##  [2] ""                                                                       
##  [3] "by Jane Austen"                                                         
##  [4] ""                                                                       
##  [5] "(1811)"                                                                 
##  [6] ""                                                                       
##  [7] ""                                                                       
##  [8] ""                                                                       
##  [9] ""                                                                       
## [10] "CHAPTER 1"                                                              
## [11] ""                                                                       
## [12] ""                                                                       
## [13] "The family of Dashwood had long been settled in Sussex.  Their estate"  
## [14] "was large, and their residence was at Norland Park, in the centre of"   
## [15] "their property, where, for many generations, they had lived in so"      
## [16] "respectable a manner as to engage the general good opinion of their"    
## [17] "surrounding acquaintance.  The late owner of this estate was a single"  
## [18] "man, who lived to a very advanced age, and who for many years of his"   
## [19] "life, had a constant companion and housekeeper in his sister.  But her" 
## [20] "death, which happened ten years before his own, produced a great"       
## [21] "alteration in his home; for to supply her loss, he invited and received"
## [22] "into his house the family of his nephew Mr. Henry Dashwood, the legal"  
## [23] "inheritor of the Norland estate, and the person to whom he intended to" 
## [24] "bequeath it.  In the society of his nephew and niece, and their"        
## [25] "children, the old Gentleman's days were comfortably spent.  His"        
## [26] "attachment to them all increased.  The constant attention of Mr. and"   
## [27] "Mrs. Henry Dashwood to his wishes, which proceeded not merely from"     
## [28] "interest, but from goodness of heart, gave him every degree of solid"   
## [29] "comfort which his age could receive; and the cheerfulness of the"       
## [30] "children added a relish to his existence."                              
## [31] ""                                                                       
## [32] "By a former marriage, Mr. Henry Dashwood had one son: by his present"   
## [33] "lady, three daughters.  The son, a steady respectable young man, was"   
## [34] "amply provided for by the fortune of his mother, which had been large," 
## [35] "and half of which devolved on him on his coming of age.  By his own"    
## [36] "marriage, likewise, which happened soon afterwards, he added to his"    
## [37] "wealth.  To him therefore the succession to the Norland estate was not" 
## [38] "so really important as to his sisters; for their fortune, independent"  
## [39] "of what might arise to them from their father's inheriting that"        
## [40] "property, could be but small.  Their mother had nothing, and their"     
## [41] "father only seven thousand pounds in his own disposal; for the"         
## [42] "remaining moiety of his first wife's fortune was also secured to her"   
## [43] "child, and he had only a life-interest in it."                          
## [44] ""                                                                       
## [45] "The old gentleman died: his will was read, and like almost every other" 
## [46] "will, gave as much disappointment as pleasure.  He was neither so"      
## [47] "unjust, nor so ungrateful, as to leave his estate from his nephew;--but"
## [48] "he left it to him on such terms as destroyed half the value of the"     
## [49] "bequest.  Mr. Dashwood had wished for it more for the sake of his wife" 
## [50] "and daughters than for himself or his son;--but to his son, and his"    
## [51] "son's son, a child of four years old, it was secured, in such a way, as"
## [52] "to leave to himself no power of providing for those who were most dear" 
## [53] "to him, and who most needed a provision by any charge on the estate, or"
## [54] "by any sale of its valuable woods.  The whole was tied up for the"      
## [55] "benefit of this child, who, in occasional visits with his father and"   
## [56] "mother at Norland, had so far gained on the affections of his uncle, by"
## [57] "such attractions as are by no means unusual in children of two or three"
## [58] "years old; an imperfect articulation, an earnest desire of having his"  
## [59] "own way, many cunning tricks, and a great deal of noise, as to outweigh"
## [60] "all the value of all the attention which, for years, he had received"

6.2.3 Transform to a dataframe

sensesensibility_DF <- sensesensibility %>% 
  data.frame()
sensesensibility_DF <- sensesensibility_DF[-c(1:12),]
sensesensibility_DF %>% 
  head(60)
##  [1] "The family of Dashwood had long been settled in Sussex.  Their estate"  
##  [2] "was large, and their residence was at Norland Park, in the centre of"   
##  [3] "their property, where, for many generations, they had lived in so"      
##  [4] "respectable a manner as to engage the general good opinion of their"    
##  [5] "surrounding acquaintance.  The late owner of this estate was a single"  
##  [6] "man, who lived to a very advanced age, and who for many years of his"   
##  [7] "life, had a constant companion and housekeeper in his sister.  But her" 
##  [8] "death, which happened ten years before his own, produced a great"       
##  [9] "alteration in his home; for to supply her loss, he invited and received"
## [10] "into his house the family of his nephew Mr. Henry Dashwood, the legal"  
## [11] "inheritor of the Norland estate, and the person to whom he intended to" 
## [12] "bequeath it.  In the society of his nephew and niece, and their"        
## [13] "children, the old Gentleman's days were comfortably spent.  His"        
## [14] "attachment to them all increased.  The constant attention of Mr. and"   
## [15] "Mrs. Henry Dashwood to his wishes, which proceeded not merely from"     
## [16] "interest, but from goodness of heart, gave him every degree of solid"   
## [17] "comfort which his age could receive; and the cheerfulness of the"       
## [18] "children added a relish to his existence."                              
## [19] ""                                                                       
## [20] "By a former marriage, Mr. Henry Dashwood had one son: by his present"   
## [21] "lady, three daughters.  The son, a steady respectable young man, was"   
## [22] "amply provided for by the fortune of his mother, which had been large," 
## [23] "and half of which devolved on him on his coming of age.  By his own"    
## [24] "marriage, likewise, which happened soon afterwards, he added to his"    
## [25] "wealth.  To him therefore the succession to the Norland estate was not" 
## [26] "so really important as to his sisters; for their fortune, independent"  
## [27] "of what might arise to them from their father's inheriting that"        
## [28] "property, could be but small.  Their mother had nothing, and their"     
## [29] "father only seven thousand pounds in his own disposal; for the"         
## [30] "remaining moiety of his first wife's fortune was also secured to her"   
## [31] "child, and he had only a life-interest in it."                          
## [32] ""                                                                       
## [33] "The old gentleman died: his will was read, and like almost every other" 
## [34] "will, gave as much disappointment as pleasure.  He was neither so"      
## [35] "unjust, nor so ungrateful, as to leave his estate from his nephew;--but"
## [36] "he left it to him on such terms as destroyed half the value of the"     
## [37] "bequest.  Mr. Dashwood had wished for it more for the sake of his wife" 
## [38] "and daughters than for himself or his son;--but to his son, and his"    
## [39] "son's son, a child of four years old, it was secured, in such a way, as"
## [40] "to leave to himself no power of providing for those who were most dear" 
## [41] "to him, and who most needed a provision by any charge on the estate, or"
## [42] "by any sale of its valuable woods.  The whole was tied up for the"      
## [43] "benefit of this child, who, in occasional visits with his father and"   
## [44] "mother at Norland, had so far gained on the affections of his uncle, by"
## [45] "such attractions as are by no means unusual in children of two or three"
## [46] "years old; an imperfect articulation, an earnest desire of having his"  
## [47] "own way, many cunning tricks, and a great deal of noise, as to outweigh"
## [48] "all the value of all the attention which, for years, he had received"   
## [49] "from his niece and her daughters.  He meant not to be unkind, however," 
## [50] "and, as a mark of his affection for the three girls, he left them a"    
## [51] "thousand pounds a-piece."                                               
## [52] ""                                                                       
## [53] "Mr. Dashwood's disappointment was, at first, severe; but his temper was"
## [54] "cheerful and sanguine; and he might reasonably hope to live many years,"
## [55] "and by living economically, lay by a considerable sum from the produce" 
## [56] "of an estate already large, and capable of almost immediate"            
## [57] "improvement.  But the fortune, which had been so tardy in coming, was"  
## [58] "his only one twelvemonth.  He survived his uncle no longer; and ten"    
## [59] "thousand pounds, including the late legacies, was all that remained for"
## [60] "his widow and daughters."

6.2.4 Create a corpus

sensesensibility_corpus <- corpus(sensesensibility_DF)
print(sensesensibility_corpus)
## Corpus consisting of 12,612 documents.
## text1 :
## "The family of Dashwood had long been settled in Sussex.  The..."
## 
## text2 :
## "was large, and their residence was at Norland Park, in the c..."
## 
## text3 :
## "their property, where, for many generations, they had lived ..."
## 
## text4 :
## "respectable a manner as to engage the general good opinion o..."
## 
## text5 :
## "surrounding acquaintance.  The late owner of this estate was..."
## 
## text6 :
## "man, who lived to a very advanced age, and who for many year..."
## 
## [ reached max_ndoc ... 12,606 more documents ]

Given that we have many empty lines in this corpus, we clean it by excluding any empty line.

sensesensibility_corpus <- corpus_subset(sensesensibility_corpus, ntoken(sensesensibility_corpus) >= 1)

6.2.4.1 Summary

summary(sensesensibility_corpus, 10)
## Corpus consisting of 10592 documents, showing 10 documents:
## 
##    Text Types Tokens Sentences
##   text1    13     13         2
##   text2    13     15         1
##   text3    12     14         1
##   text4    12     12         1
##   text5    12     12         2
##   text6    15     17         1
##   text7    14     14         2
##   text8    12     13         1
##   text9    15     15         1
##  text10    13     15         1

6.2.4.2 Accessing parts of corpus

ndoc(sensesensibility_corpus)
## [1] 10592
sensesensibility_corpus[[1]]
## [1] "The family of Dashwood had long been settled in Sussex.  Their estate"

6.2.5 Basic manipulations

By default, a corpus is created based on the “documents” (= lines). We can reshape it to show “sentences” or “paragraphs”.

6.2.5.1 Sentences

6.2.5.1.1 Transform
sensesensibility_corpus_sent <- corpus_reshape(sensesensibility_corpus, to = "sentences")
sensesensibility_corpus_sent
## Corpus consisting of 13,453 documents.
## text1.1 :
## "The family of Dashwood had long been settled in Sussex."
## 
## text1.2 :
## "Their estate"
## 
## text2.1 :
## "was large, and their residence was at Norland Park, in the c..."
## 
## text3.1 :
## "their property, where, for many generations, they had lived ..."
## 
## text4.1 :
## "respectable a manner as to engage the general good opinion o..."
## 
## text5.1 :
## "surrounding acquaintance."
## 
## [ reached max_ndoc ... 13,447 more documents ]
6.2.5.1.2 Summary
summary(sensesensibility_corpus_sent)
## Corpus consisting of 13453 documents, showing 100 documents:
## 
##      Text Types Tokens Sentences
##   text1.1    11     11         1
##   text1.2     2      2         1
##   text2.1    13     15         1
##   text3.1    12     14         1
##   text4.1    12     12         1
##   text5.1     3      3         1
##   text5.2     9      9         1
##   text6.1    15     17         1
##   text7.1    12     12         1
##   text7.2     2      2         1
##   text8.1    12     13         1
##   text9.1    15     15         1
##  text10.1    13     15         1
##  text11.1    12     14         1
##  text12.1     3      3         1
##  text12.2    10     11         1
##  text13.1    10     10         1
##  text13.2     1      1         1
##  text14.1     6      6         1
##  text14.2     7      7         1
##  text15.1    13     13         1
##  text16.1    12     14         1
##  text17.1    11     12         1
##  text18.1     8      8         1
##  text20.1    16     16         1
##  text21.1     5      5         1
##  text21.2     9     10         1
##  text22.1    14     15         1
##  text23.1    11     13         1
##  text23.2     3      3         1
##  text24.1    11     13         1
##  text25.1     2      2         1
##  text25.2    10     11         1
##  text26.1    13     13         1
##  text27.1    11     11         1
##  text28.1     7      7         1
##  text28.2     7      7         1
##  text29.1    12     12         1
##  text30.1    12     12         1
##  text31.1    11     11         1
##  text33.1    15     15         1
##  text34.1     8      9         1
##  text34.2     4      4         1
##  text35.1    15     18         1
##  text36.1    14     15         1
##  text37.1     2      2         1
##  text37.2    13     14         1
##  text38.1    13     18         1
##  text39.1    16     20         1
##  text40.1    13     14         1
##  text41.1    16     17         1
##  text42.1     8      8         1
##  text42.2     7      7         1
##  text43.1    13     14         1
##  text44.1    15     16         1
##  text45.1    14     14         1
##  text46.1    12     13         1
##  text47.1    15     17         1
##  text48.1    12     15         1
##  text49.1     7      7         1
##  text49.2     8      9         1
##  text50.1    15     17         1
##  text51.1     4      4         1
##  text53.1    13     15         1
##  text54.1    13     14         1
##  text55.1    12     13         1
##  text56.1    10     11         1
##  text57.1     2      2         1
##  text57.2    12     13         1
##  text58.1     5      5         1
##  text58.2     9      9         1
##  text59.1    12     13         1
##  text60.1     5      5         1
##  text62.1    16     18         1
##  text63.1    11     11         1
##  text64.1    11     11         1
##  text66.1    11     14         1
##  text67.1    13     14         1
##  text68.1    15     16         1
##  text69.1     3      3         1
##  text69.2    10     10         1
##  text70.1    14     14         1
##  text71.1    10     10         1
##  text73.1    14     14         1
##  text74.1    15     16         1
##  text75.1    12     12         1
##  text76.1     4      4         1
##  text76.2     9     10         1
##  text77.1    13     16         1
##  text78.1    14     15         1
##  text79.1     6      6         1
##  text79.2     9      9         1
##  text80.1     9     10         1
##  text82.1    11     14         1
##  text83.1    10     12         1
##  text84.1     3      3         1
##  text84.2     9      9         1
##  text84.3     1      1         1
##  text85.1    12     13         1
##  text86.1    11     12         1
6.2.5.1.3 Subset

We can subset sentences with 10 or more words

sensesensibility_corpus_sent_long <- corpus_subset(sensesensibility_corpus_sent, ntoken(sensesensibility_corpus_sent) >= 10)
ndoc(sensesensibility_corpus_sent_long)
## [1] 8456
summary(sensesensibility_corpus_sent_long)
## Corpus consisting of 8456 documents, showing 100 documents:
## 
##       Text Types Tokens Sentences
##    text1.1    11     11         1
##    text2.1    13     15         1
##    text3.1    12     14         1
##    text4.1    12     12         1
##    text6.1    15     17         1
##    text7.1    12     12         1
##    text8.1    12     13         1
##    text9.1    15     15         1
##   text10.1    13     15         1
##   text11.1    12     14         1
##   text12.2    10     11         1
##   text13.1    10     10         1
##   text15.1    13     13         1
##   text16.1    12     14         1
##   text17.1    11     12         1
##   text20.1    16     16         1
##   text21.2     9     10         1
##   text22.1    14     15         1
##   text23.1    11     13         1
##   text24.1    11     13         1
##   text25.2    10     11         1
##   text26.1    13     13         1
##   text27.1    11     11         1
##   text29.1    12     12         1
##   text30.1    12     12         1
##   text31.1    11     11         1
##   text33.1    15     15         1
##   text35.1    15     18         1
##   text36.1    14     15         1
##   text37.2    13     14         1
##   text38.1    13     18         1
##   text39.1    16     20         1
##   text40.1    13     14         1
##   text41.1    16     17         1
##   text43.1    13     14         1
##   text44.1    15     16         1
##   text45.1    14     14         1
##   text46.1    12     13         1
##   text47.1    15     17         1
##   text48.1    12     15         1
##   text50.1    15     17         1
##   text53.1    13     15         1
##   text54.1    13     14         1
##   text55.1    12     13         1
##   text56.1    10     11         1
##   text57.2    12     13         1
##   text59.1    12     13         1
##   text62.1    16     18         1
##   text63.1    11     11         1
##   text64.1    11     11         1
##   text66.1    11     14         1
##   text67.1    13     14         1
##   text68.1    15     16         1
##   text69.2    10     10         1
##   text70.1    14     14         1
##   text71.1    10     10         1
##   text73.1    14     14         1
##   text74.1    15     16         1
##   text75.1    12     12         1
##   text76.2     9     10         1
##   text77.1    13     16         1
##   text78.1    14     15         1
##   text80.1     9     10         1
##   text82.1    11     14         1
##   text83.1    10     12         1
##   text85.1    12     13         1
##   text86.1    11     12         1
##   text87.1    16     18         1
##   text88.1    12     12         1
##   text90.1    13     14         1
##   text91.1    14     16         1
##   text94.1    13     14         1
##   text95.1    10     11         1
##   text97.1    13     14         1
##   text98.1    12     13         1
##   text99.1    14     15         1
##  text100.1    15     16         1
##  text101.1    12     16         1
##  text102.1    14     15         1
##  text103.2    10     10         1
##  text104.1    14     15         1
##  text105.1    12     13         1
##  text106.1    10     10         1
##  text108.1    13     13         1
##  text109.1    12     13         1
##  text110.1    13     15         1
##  text111.1    12     14         1
##  text112.1    13     14         1
##  text113.1    13     13         1
##  text116.1    11     13         1
##  text117.1    10     12         1
##  text118.1    12     15         1
##  text119.1    11     13         1
##  text120.1    13     13         1
##  text121.2    10     11         1
##  text122.1    14     14         1
##  text123.1    15     16         1
##  text124.1    11     11         1
##  text126.1    12     13         1
##  text127.1    14     15         1

6.2.5.2 Paragraphs

6.2.5.2.1 Transform
sensesensibility_corpus_para <- corpus_reshape(sensesensibility_corpus, to = "paragraphs")
sensesensibility_corpus_para
## Corpus consisting of 10,592 documents.
## text1 :
## "The family of Dashwood had long been settled in Sussex.  The..."
## 
## text2 :
## "was large, and their residence was at Norland Park, in the c..."
## 
## text3 :
## "their property, where, for many generations, they had lived ..."
## 
## text4 :
## "respectable a manner as to engage the general good opinion o..."
## 
## text5 :
## "surrounding acquaintance.  The late owner of this estate was..."
## 
## text6 :
## "man, who lived to a very advanced age, and who for many year..."
## 
## [ reached max_ndoc ... 10,586 more documents ]
6.2.5.2.2 Summary
summary(sensesensibility_corpus_para)
## Corpus consisting of 10592 documents, showing 100 documents:
## 
##     Text Types Tokens Sentences
##    text1    13     13         2
##    text2    13     15         1
##    text3    12     14         1
##    text4    12     12         1
##    text5    12     12         2
##    text6    15     17         1
##    text7    14     14         2
##    text8    12     13         1
##    text9    15     15         1
##   text10    13     15         1
##   text11    12     14         1
##   text12    13     14         2
##   text13    11     11         2
##   text14    12     13         2
##   text15    13     13         1
##   text16    12     14         1
##   text17    11     12         1
##   text18     8      8         1
##   text20    16     16         1
##   text21    13     15         2
##   text22    14     15         1
##   text23    13     16         2
##   text24    11     13         1
##   text25    12     13         2
##   text26    13     13         1
##   text27    11     11         1
##   text28    13     14         2
##   text29    12     12         1
##   text30    12     12         1
##   text31    11     11         1
##   text33    15     15         1
##   text34    12     13         2
##   text35    15     18         1
##   text36    14     15         1
##   text37    14     16         2
##   text38    13     18         1
##   text39    16     20         1
##   text40    13     14         1
##   text41    16     17         1
##   text42    15     15         2
##   text43    13     14         1
##   text44    15     16         1
##   text45    14     14         1
##   text46    12     13         1
##   text47    15     17         1
##   text48    12     15         1
##   text49    15     16         2
##   text50    15     17         1
##   text51     4      4         1
##   text53    13     15         1
##   text54    13     14         1
##   text55    12     13         1
##   text56    10     11         1
##   text57    14     15         2
##   text58    13     14         2
##   text59    12     13         1
##   text60     5      5         1
##   text62    16     18         1
##   text63    11     11         1
##   text64    11     11         1
##   text66    11     14         1
##   text67    13     14         1
##   text68    15     16         1
##   text69    13     13         2
##   text70    14     14         1
##   text71    10     10         1
##   text73    14     14         1
##   text74    15     16         1
##   text75    12     12         1
##   text76    13     14         2
##   text77    13     16         1
##   text78    14     15         1
##   text79    14     15         2
##   text80     9     10         1
##   text82    11     14         1
##   text83    10     12         1
##   text84    12     13         3
##   text85    12     13         1
##   text86    11     12         1
##   text87    16     18         1
##   text88    13     14         2
##   text89    13     13         3
##   text90    13     14         1
##   text91    14     16         1
##   text92     3      3         1
##   text94    13     14         1
##   text95    10     11         1
##   text96    12     13         2
##   text97    13     14         1
##   text98    12     13         1
##   text99    14     15         1
##  text100    15     16         1
##  text101    12     16         1
##  text102    14     15         1
##  text103    12     13         2
##  text104    14     15         1
##  text105    12     13         1
##  text106    10     10         1
##  text108    13     13         1
##  text109    12     13         1
6.2.5.2.3 Subset

We can subset sentences with 10 or more words

sensesensibility_corpus_para_long <- corpus_subset(sensesensibility_corpus_para, ntoken(sensesensibility_corpus_para) >= 10)
ndoc(sensesensibility_corpus_para_long)
## [1] 9485
summary(sensesensibility_corpus_para_long)
## Corpus consisting of 9485 documents, showing 100 documents:
## 
##     Text Types Tokens Sentences
##    text1    13     13         2
##    text2    13     15         1
##    text3    12     14         1
##    text4    12     12         1
##    text5    12     12         2
##    text6    15     17         1
##    text7    14     14         2
##    text8    12     13         1
##    text9    15     15         1
##   text10    13     15         1
##   text11    12     14         1
##   text12    13     14         2
##   text13    11     11         2
##   text14    12     13         2
##   text15    13     13         1
##   text16    12     14         1
##   text17    11     12         1
##   text20    16     16         1
##   text21    13     15         2
##   text22    14     15         1
##   text23    13     16         2
##   text24    11     13         1
##   text25    12     13         2
##   text26    13     13         1
##   text27    11     11         1
##   text28    13     14         2
##   text29    12     12         1
##   text30    12     12         1
##   text31    11     11         1
##   text33    15     15         1
##   text34    12     13         2
##   text35    15     18         1
##   text36    14     15         1
##   text37    14     16         2
##   text38    13     18         1
##   text39    16     20         1
##   text40    13     14         1
##   text41    16     17         1
##   text42    15     15         2
##   text43    13     14         1
##   text44    15     16         1
##   text45    14     14         1
##   text46    12     13         1
##   text47    15     17         1
##   text48    12     15         1
##   text49    15     16         2
##   text50    15     17         1
##   text53    13     15         1
##   text54    13     14         1
##   text55    12     13         1
##   text56    10     11         1
##   text57    14     15         2
##   text58    13     14         2
##   text59    12     13         1
##   text62    16     18         1
##   text63    11     11         1
##   text64    11     11         1
##   text66    11     14         1
##   text67    13     14         1
##   text68    15     16         1
##   text69    13     13         2
##   text70    14     14         1
##   text71    10     10         1
##   text73    14     14         1
##   text74    15     16         1
##   text75    12     12         1
##   text76    13     14         2
##   text77    13     16         1
##   text78    14     15         1
##   text79    14     15         2
##   text80     9     10         1
##   text82    11     14         1
##   text83    10     12         1
##   text84    12     13         3
##   text85    12     13         1
##   text86    11     12         1
##   text87    16     18         1
##   text88    13     14         2
##   text89    13     13         3
##   text90    13     14         1
##   text91    14     16         1
##   text94    13     14         1
##   text95    10     11         1
##   text96    12     13         2
##   text97    13     14         1
##   text98    12     13         1
##   text99    14     15         1
##  text100    15     16         1
##  text101    12     16         1
##  text102    14     15         1
##  text103    12     13         2
##  text104    14     15         1
##  text105    12     13         1
##  text106    10     10         1
##  text108    13     13         1
##  text109    12     13         1
##  text110    13     15         1
##  text111    12     14         1
##  text112    13     14         1
##  text113    13     13         1

6.2.5.3 Tokens

tokens() segments texts in a corpus into tokens (words or sentences) by word boundaries. We can remove punctuations or not

6.2.5.3.1 With punctuations
sensesensibility_corpus_tok <- tokens(sensesensibility_corpus)
sensesensibility_corpus_tok
## Tokens consisting of 10,592 documents.
## text1 :
##  [1] "The"      "family"   "of"       "Dashwood" "had"      "long"    
##  [7] "been"     "settled"  "in"       "Sussex"   "."        "Their"   
## [ ... and 1 more ]
## 
## text2 :
##  [1] "was"       "large"     ","         "and"       "their"     "residence"
##  [7] "was"       "at"        "Norland"   "Park"      ","         "in"       
## [ ... and 3 more ]
## 
## text3 :
##  [1] "their"       "property"    ","           "where"       ","          
##  [6] "for"         "many"        "generations" ","           "they"       
## [11] "had"         "lived"      
## [ ... and 2 more ]
## 
## text4 :
##  [1] "respectable" "a"           "manner"      "as"          "to"         
##  [6] "engage"      "the"         "general"     "good"        "opinion"    
## [11] "of"          "their"      
## 
## text5 :
##  [1] "surrounding"  "acquaintance" "."            "The"          "late"        
##  [6] "owner"        "of"           "this"         "estate"       "was"         
## [11] "a"            "single"      
## 
## text6 :
##  [1] "man"      ","        "who"      "lived"    "to"       "a"       
##  [7] "very"     "advanced" "age"      ","        "and"      "who"     
## [ ... and 5 more ]
## 
## [ reached max_ndoc ... 10,586 more documents ]
6.2.5.3.2 Without punctuations
sensesensibility_corpus_tok_no_punct <- tokens(sensesensibility_corpus, remove_punct = TRUE)
sensesensibility_corpus_tok_no_punct
## Tokens consisting of 10,592 documents.
## text1 :
##  [1] "The"      "family"   "of"       "Dashwood" "had"      "long"    
##  [7] "been"     "settled"  "in"       "Sussex"   "Their"    "estate"  
## 
## text2 :
##  [1] "was"       "large"     "and"       "their"     "residence" "was"      
##  [7] "at"        "Norland"   "Park"      "in"        "the"       "centre"   
## [ ... and 1 more ]
## 
## text3 :
##  [1] "their"       "property"    "where"       "for"         "many"       
##  [6] "generations" "they"        "had"         "lived"       "in"         
## [11] "so"         
## 
## text4 :
##  [1] "respectable" "a"           "manner"      "as"          "to"         
##  [6] "engage"      "the"         "general"     "good"        "opinion"    
## [11] "of"          "their"      
## 
## text5 :
##  [1] "surrounding"  "acquaintance" "The"          "late"         "owner"       
##  [6] "of"           "this"         "estate"       "was"          "a"           
## [11] "single"      
## 
## text6 :
##  [1] "man"      "who"      "lived"    "to"       "a"        "very"    
##  [7] "advanced" "age"      "and"      "who"      "for"      "many"    
## [ ... and 3 more ]
## 
## [ reached max_ndoc ... 10,586 more documents ]

6.2.5.4 Types

We can also generate types on the tokenised corpus (without punctuations)

sensesensibility_corpus_types <- types(sensesensibility_corpus_tok_no_punct)
sensesensibility_corpus_types
##    [1] "The"                "family"             "of"                
##    [4] "Dashwood"           "had"                "long"              
##    [7] "been"               "settled"            "in"                
##   [10] "Sussex"             "Their"              "estate"            
##   [13] "was"                "large"              "and"               
##   [16] "their"              "residence"          "at"                
##   [19] "Norland"            "Park"               "the"               
##   [22] "centre"             "property"           "where"             
##   [25] "for"                "many"               "generations"       
##   [28] "they"               "lived"              "so"                
##   [31] "respectable"        "a"                  "manner"            
##   [34] "as"                 "to"                 "engage"            
##   [37] "general"            "good"               "opinion"           
##   [40] "surrounding"        "acquaintance"       "late"              
##   [43] "owner"              "this"               "single"            
##   [46] "man"                "who"                "very"              
##   [49] "advanced"           "age"                "years"             
##   [52] "his"                "life"               "constant"          
##   [55] "companion"          "housekeeper"        "sister"            
##   [58] "But"                "her"                "death"             
##   [61] "which"              "happened"           "ten"               
##   [64] "before"             "own"                "produced"          
##   [67] "great"              "alteration"         "home"              
##   [70] "supply"             "loss"               "he"                
##   [73] "invited"            "received"           "into"              
##   [76] "house"              "nephew"             "Mr"                
##   [79] "Henry"              "legal"              "inheritor"         
##   [82] "person"             "whom"               "intended"          
##   [85] "bequeath"           "it"                 "In"                
##   [88] "society"            "niece"              "children"          
##   [91] "old"                "Gentleman's"        "days"              
##   [94] "were"               "comfortably"        "spent"             
##   [97] "His"                "attachment"         "them"              
##  [100] "all"                "increased"          "attention"         
##  [103] "Mrs"                "wishes"             "proceeded"         
##  [106] "not"                "merely"             "from"              
##  [109] "interest"           "but"                "goodness"          
##  [112] "heart"              "gave"               "him"               
##  [115] "every"              "degree"             "solid"             
##  [118] "comfort"            "could"              "receive"           
##  [121] "cheerfulness"       "added"              "relish"            
##  [124] "existence"          "By"                 "former"            
##  [127] "marriage"           "one"                "son"               
##  [130] "by"                 "present"            "lady"              
##  [133] "three"              "daughters"          "steady"            
##  [136] "young"              "amply"              "provided"          
##  [139] "fortune"            "mother"             "half"              
##  [142] "devolved"           "on"                 "coming"            
##  [145] "likewise"           "soon"               "afterwards"        
##  [148] "wealth"             "To"                 "therefore"         
##  [151] "succession"         "really"             "important"         
##  [154] "sisters"            "independent"        "what"              
##  [157] "might"              "arise"              "father's"          
##  [160] "inheriting"         "that"               "be"                
##  [163] "small"              "nothing"            "father"            
##  [166] "only"               "seven"              "thousand"          
##  [169] "pounds"             "disposal"           "remaining"         
##  [172] "moiety"             "first"              "wife's"            
##  [175] "also"               "secured"            "child"             
##  [178] "life-interest"      "gentleman"          "died"              
##  [181] "will"               "read"               "like"              
##  [184] "almost"             "other"              "much"              
##  [187] "disappointment"     "pleasure"           "He"                
##  [190] "neither"            "unjust"             "nor"               
##  [193] "ungrateful"         "leave"              "left"              
##  [196] "such"               "terms"              "destroyed"         
##  [199] "value"              "bequest"            "wished"            
##  [202] "more"               "sake"               "wife"              
##  [205] "than"               "himself"            "or"                
##  [208] "son's"              "four"               "way"               
##  [211] "no"                 "power"              "providing"         
##  [214] "those"              "most"               "dear"              
##  [217] "needed"             "provision"          "any"               
##  [220] "charge"             "sale"               "its"               
##  [223] "valuable"           "woods"              "whole"             
##  [226] "tied"               "up"                 "benefit"           
##  [229] "occasional"         "visits"             "with"              
##  [232] "far"                "gained"             "affections"        
##  [235] "uncle"              "attractions"        "are"               
##  [238] "means"              "unusual"            "two"               
##  [241] "an"                 "imperfect"          "articulation"      
##  [244] "earnest"            "desire"             "having"            
##  [247] "cunning"            "tricks"             "deal"              
##  [250] "noise"              "outweigh"           "meant"             
##  [253] "unkind"             "however"            "mark"              
##  [256] "affection"          "girls"              "a-piece"           
##  [259] "Dashwood's"         "severe"             "temper"            
##  [262] "cheerful"           "sanguine"           "reasonably"        
##  [265] "hope"               "live"               "living"            
##  [268] "economically"       "lay"                "considerable"      
##  [271] "sum"                "produce"            "already"           
##  [274] "capable"            "immediate"          "improvement"       
##  [277] "tardy"              "twelvemonth"        "survived"          
##  [280] "longer"             "including"          "legacies"          
##  [283] "remained"           "widow"              "sent"              
##  [286] "danger"             "known"              "recommended"       
##  [289] "strength"           "urgency"            "illness"           
##  [292] "command"            "mother-in-law"      "John"              
##  [295] "strong"             "feelings"           "rest"              
##  [298] "affected"           "recommendation"     "nature"            
##  [301] "time"               "promised"           "do"                
##  [304] "thing"              "make"               "comfortable"       
##  [307] "rendered"           "easy"               "assurance"         
##  [310] "then"               "leisure"            "consider"          
##  [313] "how"                "there"              "prudently"         
##  [316] "ill-disposed"       "unless"             "rather"            
##  [319] "cold"               "hearted"            "selfish"           
##  [322] "is"                 "well"               "respected"         
##  [325] "conducted"          "propriety"          "discharge"         
##  [328] "ordinary"           "duties"             "Had"               
##  [331] "married"            "amiable"            "woman"             
##  [334] "have"               "made"               "still"             
##  [337] "even"               "when"               "fond"              
##  [340] "caricature"         "narrow-minded"      "When"              
##  [343] "promise"            "meditated"          "within"            
##  [346] "increase"           "fortunes"           "thought"           
##  [349] "equal"              "prospect"           "a-year"            
##  [352] "addition"           "income"             "besides"           
##  [355] "mother's"           "warmed"             "feel"              
##  [358] "generosity"         "Yes"                "would"             
##  [361] "give"               "liberal"            "handsome"          
##  [364] "It"                 "enough"             "completely"        
##  [367] "Three"              "spare"              "little"            
##  [370] "inconvenience"      "day"                "successively"      
##  [373] "did"                "repent"             "No"                
##  [376] "sooner"             "funeral"            "over"              
##  [379] "without"            "sending"            "notice"            
##  [382] "intention"          "arrived"            "attendants"        
##  [385] "dispute"            "right"              "come"              
##  [388] "husband's"          "moment"             "decease"           
##  [391] "indelicacy"         "conduct"            "greater"           
##  [394] "situation"          "common"             "must"              
##  [397] "highly"             "unpleasing"         "HER"               
##  [400] "mind"               "sense"              "honor"             
##  [403] "keen"               "romantic"           "offence"           
##  [406] "kind"               "whomsoever"         "given"             
##  [409] "source"             "immovable"          "disgust"           
##  [412] "never"              "favourite"          "she"               
##  [415] "opportunity"        "till"               "shewing"           
##  [418] "people"             "act"                "occasion"          
##  [421] "required"           "So"                 "acutely"           
##  [424] "ungracious"         "behaviour"          "earnestly"         
##  [427] "despise"            "daughter-in-law"    "arrival"           
##  [430] "latter"             "quitted"            "ever"              
##  [433] "entreaty"           "eldest"             "girl"              
##  [436] "induced"            "reflect"            "going"             
##  [439] "tender"             "love"               "determined"        
##  [442] "stay"               "sakes"              "avoid"             
##  [445] "breach"             "brother"            "Elinor"            
##  [448] "daughter"           "whose"              "advice"            
##  [451] "effectual"          "possessed"          "understanding"     
##  [454] "coolness"           "judgment"           "qualified"         
##  [457] "though"             "nineteen"           "counsellor"        
##  [460] "enabled"            "frequently"         "counteract"        
##  [463] "advantage"          "eagerness"          "generally"         
##  [466] "led"                "imprudence"         "She"               
##  [469] "excellent"          "disposition"        "affectionate"      
##  [472] "knew"               "govern"             "knowledge"         
##  [475] "yet"                "learn"              "resolved"          
##  [478] "taught"             "Marianne's"         "abilities"         
##  [481] "respects"           "quite"              "Elinor's"          
##  [484] "sensible"           "clever"             "eager"             
##  [487] "everything"         "sorrows"            "joys"              
##  [490] "moderation"         "generous"           "interesting"       
##  [493] "prudent"            "resemblance"        "between"           
##  [496] "strikingly"         "saw"                "concern"           
##  [499] "excess"             "sister's"           "sensibility"       
##  [502] "valued"             "cherished"          "They"              
##  [505] "encouraged"         "each"               "now"               
##  [508] "violence"           "affliction"         "agony"             
##  [511] "grief"              "overpowered"        "voluntarily"       
##  [514] "renewed"            "sought"             "created"           
##  [517] "again"              "themselves"         "wholly"            
##  [520] "sorrow"             "seeking"            "wretchedness"      
##  [523] "reflection"         "afford"             "against"           
##  [526] "admitting"          "consolation"        "future"            
##  [529] "too"                "deeply"             "afflicted"         
##  [532] "struggle"           "exert"              "herself"           
##  [535] "consult"            "sister-in-law"      "treat"             
##  [538] "proper"             "strive"             "rouse"             
##  [541] "similar"            "exertion"           "encourage"         
##  [544] "forbearance"        "Margaret"           "good-humored"      
##  [547] "well-disposed"      "imbibed"            "romance"           
##  [550] "thirteen"           "bid"                "fair"              
##  [553] "period"             "CHAPTER"            "2"                 
##  [556] "installed"          "mistress"           "sisters-in-law"    
##  [559] "degraded"           "condition"          "visitors"          
##  [562] "As"                 "treated"            "quiet"             
##  [565] "civility"           "husband"            "kindness"          
##  [568] "towards"            "anybody"            "beyond"            
##  [571] "pressed"            "some"               "earnestness"       
##  [574] "plan"               "appeared"           "eligible"          
##  [577] "accommodate"        "neighbourhood"      "invitation"        
##  [580] "accepted"           "A"                  "continuance"       
##  [583] "place"              "reminded"           "delight"           
##  [586] "exactly"            "suited"             "seasons"           
##  [589] "hers"               "possess"            "expectation"       
##  [592] "happiness"          "itself"             "equally"           
##  [595] "carried"            "away"               "fancy"             
##  [598] "alloy"              "approve"            "take"              
##  [601] "boy"                "impoverishing"      "dreadful"          
##  [604] "begged"             "think"              "subject"           
##  [607] "How"                "answer"             "rob"               
##  [610] "And"                "possible"           "claim"             
##  [613] "Miss"               "Dashwoods"          "related"           
##  [616] "blood"              "considered"         "relationship"      
##  [619] "amount"             "supposed"           "exist"             
##  [622] "different"          "marriages"          "why"               
##  [625] "ruin"               "poor"               "Harry"             
##  [628] "giving"             "money"              "my"                
##  [631] "last"               "request"            "me"                
##  [634] "replied"            "I"                  "should"            
##  [637] "assist"             "know"               "talking"           
##  [640] "dare"               "say"                "light-headed"      
##  [643] "senses"             "begging"            "you"               
##  [646] "your"               "stipulate"          "particular"        
##  [649] "Fanny"              "requested"          "Perhaps"           
##  [652] "if"                 "myself"             "hardly"            
##  [655] "suppose"            "neglect"            "less"              
##  [658] "least"              "performed"          "Something"         
##  [661] "done"               "whenever"           "settle"            
##  [664] "new"                "Well"               "LET"               
##  [667] "something"          "THAT"               "need"              
##  [670] "Consider"           "once"               "parted"            
##  [673] "can"                "return"             "Your"              
##  [676] "marry"              "gone"               "If"                
##  [679] "indeed"             "restored"           "our"               
##  [682] "Why"                "sure"               "said"              
##  [685] "gravely"            "difference"         "may"               
##  [688] "regret"             "numerous"           "instance"          
##  [691] "convenient"         "better"             "parties"           
##  [694] "diminished"         "Five"               "hundred"           
##  [697] "prodigious"         "Oh"                 "anything"          
##  [700] "What"               "earth"              "REALLY"            
##  [703] "spirit"             "wish"               "mean"              
##  [706] "One"                "occasions"          "expect"            
##  [709] "There"              "knowing"            "THEY"              
##  [712] "we"                 "expectations"       "question"          
##  [715] "Certainly"          "five"               "mine"              
##  [718] "about"              "strikes"            "want"              
##  [721] "divided"            "amongst"            "doing"             
##  [724] "together"           "That"               "true"              
##  [727] "whether"            "upon"               "advisable"         
##  [730] "while"              "lives"              "annuity"           
##  [733] "My"                 "effects"            "year"              
##  [736] "perfectly"          "hesitated"          "consent"           
##  [739] "parting"            "fifteen"            "shall"             
##  [742] "taken"              "Fifteen"            "cannot"            
##  [745] "worth"              "purchase"           "observe"           
##  [748] "always"             "paid"               "stout"             
##  [751] "healthy"            "forty"              "An"                
##  [754] "serious"            "business"           "comes"             
##  [757] "getting"            "rid"                "You"               
##  [760] "aware"              "trouble"            "annuities"         
##  [763] "clogged"            "payment"            "superannuated"     
##  [766] "servants"           "amazing"            "disagreeable"      
##  [769] "found"              "Twice"              "these"             
##  [772] "turned"             "out"                "sick"              
##  [775] "Her"                "perpetual"          "claims"            
##  [778] "because"            "otherwise"          "entirely"          
##  [781] "restriction"        "whatever"           "has"               
##  [784] "abhorrence"         "am"                 "pin"               
##  [787] "down"               "world"              "certainly"         
##  [790] "unpleasant"         "yearly"             "drains"            
##  [793] "one's"              "One's"              "justly"            
##  [796] "says"               "NOT"                "regular"           
##  [799] "rent"               "desirable"          "takes"             
##  [802] "independence"       "Undoubtedly"        "after"             
##  [805] "thanks"             "secure"             "expected"          
##  [808] "raises"             "gratitude"          "discretion"        
##  [811] "bind"               "allow"              "inconvenient"      
##  [814] "fifty"              "expenses"           "believe"           
##  [817] "case"               "occasionally"       "assistance"        
##  [820] "allowance"          "enlarge"            "style"             
##  [823] "felt"               "larger"             "sixpence"          
##  [826] "richer"             "end"                "best"              
##  [829] "prevent"            "being"              "distressed"        
##  [832] "discharging"        "Indeed"             "truth"             
##  [835] "convinced"          "idea"               "looking"           
##  [838] "helping"            "move"               "things"            
##  [841] "presents"           "fish"               "game"              
##  [844] "forth"              "season"             "I'll"              
##  [847] "farther"            "strange"            "unreasonable"      
##  [850] "Do"                 "excessively"        "belonging"         
##  [853] "brings"             "course"             "pay"               
##  [856] "board"              "Altogether"         "women"             
##  [859] "cheap"              "housekeeping"       "carriage"          
##  [862] "horses"             "keep"               "company"           
##  [865] "Only"               "conceive"           "imagine"           
##  [868] "spend"              "absurd"             "able"              
##  [871] "YOU"                "Upon"               "word"              
##  [874] "clearly"            "understand"         "strictly"          
##  [877] "fulfil"             "engagement"         "acts"              
##  [880] "described"          "removes"            "another"           
##  [883] "services"           "readily"            "Some"              
##  [886] "furniture"          "acceptable"         "returned"          
##  [889] "ONE"                "moved"              "Stanhill"          
##  [892] "sold"               "china"              "plate"             
##  [895] "linen"              "saved"              "fitted"            
##  [898] "material"           "consideration"      "undoubtedly"       
##  [901] "legacy"             "pleasant"           "stock"             
##  [904] "here"               "set"                "breakfast"         
##  [907] "twice"              "belongs"            "THEM"              
##  [910] "owe"                "This"               "argument"          
##  [913] "irresistible"       "intentions"         "decision"          
##  [916] "wanting"            "finally"            "absolutely"        
##  [919] "unnecessary"        "indecorous"         "neighbourly"       
##  [922] "pointed"            "3"                  "several"           
##  [925] "months"             "disinclination"     "sight"             
##  [928] "spot"               "ceased"             "raise"             
##  [931] "violent"            "emotion"            "spirits"           
##  [934] "began"              "revive"             "became"            
##  [937] "heightening"        "melancholy"         "remembrances"      
##  [940] "impatient"          "indefatigable"      "inquiries"         
##  [943] "suitable"           "dwelling"           "remove"            
##  [946] "beloved"            "impossible"         "hear"              
##  [949] "answered"           "notions"            "ease"              
##  [952] "prudence"           "steadier"           "rejected"          
##  [955] "houses"             "approved"           "informed"          
##  [958] "solemn"             "part"               "favour"            
##  [961] "earthly"            "reflections"        "doubted"           
##  [964] "sincerity"          "satisfaction"       "persuaded"         
##  [967] "smaller"            "7000L"              "support"           
##  [970] "affluence"          "For"                "brother's"         
##  [973] "rejoiced"           "reproached"         "merit"             
##  [976] "believing"          "incapable"          "attentive"         
##  [979] "welfare"            "firmly"             "relied"            
##  [982] "liberality"         "contempt"           "early"             
##  [985] "character"          "year's"             "afforded"          
##  [988] "perhaps"            "spite"              "politeness"        
##  [991] "maternal"           "side"               "ladies"            
##  [994] "circumstance"       "occurred"           "eligibility"       
##  [997] "according"          "opinions"           "growing"           
## [1000] "gentleman-like"     "pleasing"           "introduced"        
## [1003] "establishment"      "since"              "greatest"          
## [1006] "mothers"            "intimacy"           "motives"           
## [1009] "Edward"             "Ferrars"            "rich"              
## [1012] "repressed"          "except"             "trifling"          
## [1015] "depended"           "alike"              "uninfluenced"      
## [1018] "either"             "loved"              "partiality"        
## [1021] "contrary"           "doctrine"           "couple"            
## [1024] "asunder"            "attracted"          "acknowledged"      
## [1027] "comprehension"      "peculiar"           "graces"            
## [1030] "address"            "manners"            "diffident"         
## [1033] "justice"            "natural"            "shyness"           
## [1036] "overcome"           "indication"         "open"              
## [1039] "education"          "longed"             "see"               
## [1042] "distinguished"      "wanted"             "fine"              
## [1045] "figure"             "political"          "concerns"          
## [1048] "get"                "parliament"         "connected"         
## [1051] "men"                "superior"           "blessings"         
## [1054] "attained"           "quieted"            "ambition"          
## [1057] "driving"            "barouche"           "turn"              
## [1060] "barouches"          "All"                "centered"          
## [1063] "domestic"           "private"            "Fortunately"       
## [1066] "younger"            "promising"          "staying"           
## [1069] "weeks"              "engaged"            "careless"          
## [1072] "objects"            "unobtrusive"        "liked"             
## [1075] "disturb"            "ill-timed"          "conversation"      
## [1078] "called"             "chanced"            "contrast"          
## [1081] "forcibly"           "unlike"             "implies"           
## [1084] "Like"               "smile"              "sentiment"         
## [1087] "approbation"        "inferior"           "esteem"            
## [1090] "separate"           "took"               "pains"             
## [1093] "acquainted"         "attaching"          "banished"          
## [1096] "reserve"            "speedily"           "comprehended"      
## [1099] "merits"             "persuasion"         "regard"            
## [1102] "assisted"           "penetration"        "assured"           
## [1105] "quietness"          "militated"          "established"       
## [1108] "ideas"              "man's"              "ought"             
## [1111] "uninteresting"      "warm"               "perceive"          
## [1114] "symptom"            "certain"            "looked"            
## [1117] "forward"            "rapidly"            "approaching"       
## [1120] "few"                "Marianne"           "probability"       
## [1123] "We"                 "miss"               "SHE"               
## [1126] "happy"              "Mama"               "scarcely"          
## [1129] "separation"         "miles"              "meet"              
## [1132] "gain"               "real"               "highest"           
## [1135] "Edward's"           "look"               "grave"             
## [1138] "disapprove"         "choice"             "surprise"          
## [1141] "tenderly"           "striking"           "none"              
## [1144] "grace"              "seriously"          "attach"            
## [1147] "eyes"               "fire"               "announce"          
## [1150] "virtue"             "intelligence"       "afraid"            
## [1153] "taste"              "Music"              "seems"             
## [1156] "attract"            "admires"            "drawings"          
## [1159] "admiration"         "evident"            "frequent"          
## [1162] "draws"              "fact"               "knows"             
## [1165] "matter"             "lover"              "connoisseur"       
## [1168] "satisfy"            "characters"         "united"            
## [1171] "point"              "coincide"           "enter"             
## [1174] "same"               "books"              "music"             
## [1177] "charm"              "us"                 "both"              
## [1180] "mama"               "spiritless"         "tame"              
## [1183] "reading"            "night"              "severely"          
## [1186] "Yet"                "bore"               "composure"         
## [1189] "seemed"             "seat"               "beautiful"         
## [1192] "lines"              "driven"             "wild"              
## [1195] "pronounced"         "impenetrable"       "calmness"          
## [1198] "indifference"       "simple"             "elegant"           
## [1201] "prose"              "WOULD"              "Cowper"            
## [1204] "Nay"                "animated"           "overlook"          
## [1207] "broke"              "MY"                 "require"           
## [1210] "virtues"            "ornament"           "Remember"          
## [1213] "seventeen"          "despair"            "fortunate"         
## [1216] "destiny"            "4"                  "pity"              
## [1219] "drawing"            "does"               "draw"              
## [1222] "seeing"             "performances"       "assure"            
## [1225] "deficient"          "opportunities"      "improving"         
## [1228] "learning"           "drawn"              "distrusts"         
## [1231] "matters"            "unwilling"          "picture"           
## [1234] "innate"             "simplicity"         "direct"            
## [1237] "offending"          "excited"            "rapturous"         
## [1240] "alone"              "smiling"            "mistake"           
## [1243] "honoured"           "blind"              "continued"         
## [1246] "cordial"            "civil"              "wound"             
## [1249] "account"            "At"                 "length"            
## [1252] "offended"           "praise"             "estimating"        
## [1255] "minuter"            "propensities"       "inclinations"      
## [1258] "tastes"             "worthy"             "dearest"           
## [1261] "friends"            "dissatisfied"       "commendation"      
## [1264] "express"            "yourself"           "warmly"            
## [1267] "find"               "easily"             "pleased"           
## [1270] "Of"                 "doubt"              "seen"              
## [1273] "often"              "unreserved"         "excellence"        
## [1276] "principles"         "concealed"          "keeps"             
## [1279] "silent"             "call"               "circumstances"     
## [1282] "kept"               "ignorant"           "times"             
## [1285] "thrown"             "engrossed"          "principle"         
## [1288] "studied"            "sentiments"         "heard"             
## [1291] "subjects"           "literature"         "venture"           
## [1294] "pronounce"          "well-informed"      "enjoyment"         
## [1297] "exceedingly"        "imagination"        "lively"            
## [1300] "observation"        "just"               "correct"           
## [1303] "delicate"           "pure"               "respect"           
## [1306] "improve"            "expression"         "uncommonly"        
## [1309] "sweetness"          "countenance"        "perceived"         
## [1312] "tell"               "imperfection"       "face"              
## [1315] "started"            "declaration"        "sorry"             
## [1318] "warmth"             "betrayed"           "speaking"          
## [1321] "stood"              "high"               "believed"          
## [1324] "mutual"             "certainty"          "conviction"        
## [1327] "agreeable"          "conjectured"        "next"              
## [1330] "tried"              "explain"            "state"             
## [1333] "attempt"            "deny"               "greatly"           
## [1336] "burst"              "indignation"        "Esteem"            
## [1339] "Cold-hearted"       "worse"              "cold-hearted"      
## [1342] "Ashamed"            "Use"                "words"             
## [1345] "room"               "help"               "laughing"          
## [1348] "Excuse"             "Believe"            "stronger"          
## [1351] "declared"           "short"              "suspicion"         
## [1354] "warrant"            "folly"              "moments"           
## [1357] "extent"             "doubtful"           "fully"             
## [1360] "wonder"             "wishing"            "encouragement"     
## [1363] "calling"            "preference"         "points"            
## [1366] "inclination"        "Fanny's"            "mention"           
## [1369] "disposed"           "mistaken"           "difficulties"      
## [1372] "rank"               "astonished"         "outstripped"       
## [1375] "happen"             "advantages"         "proceed"           
## [1378] "delay"              "lose"               "pursuit"           
## [1381] "indispensably"      "necessary"          "felicity"          
## [1384] "stimulated"         "genius"             "delightful"        
## [1387] "prosperous"         "denote"             "spoke"             
## [1390] "unpromising"        "supposing"          "inquietude"        
## [1393] "likely"             "dejection"          "attended"          
## [1396] "reasonable"         "cause"              "dependent"         
## [1399] "forbade"            "indulgence"         "behaved"           
## [1402] "form"               "attending"          "views"             
## [1405] "aggrandizement"     "With"               "depending"         
## [1408] "result"             "sometimes"          "painful"           
## [1411] "minutes"            "friendship"         "limits"            
## [1414] "uneasy"             "uncivil"            "affronting"        
## [1417] "expressively"       "Ferrars's"          "resolution"        
## [1420] "sons"               "attempted"          "DRAW"              
## [1423] "HIM"                "IN"                 "pretend"           
## [1426] "unconscious"        "endeavor"           "calm"              
## [1429] "marked"             "instantly"          "resolving"         
## [1432] "expense"            "sudden"             "removal"           
## [1435] "exposed"            "week"               "insinuations"      
## [1438] "letter"             "delivered"          "post"              
## [1441] "contained"          "proposal"           "particularly"      
## [1444] "timed"              "offer"              "relation"          
## [1447] "consequence"        "Devonshire"         "written"           
## [1450] "friendly"           "accommodation"      "understood"        
## [1453] "offered"            "cottage"            "particulars"       
## [1456] "garden"             "Barton"             "whence"            
## [1459] "judge"              "Cottage"            "parish"            
## [1462] "anxious"            "fail"               "cousin"            
## [1465] "especially"         "suffering"          "under"             
## [1468] "unfeeling"          "nearer"             "connections"       
## [1471] "deliberation"       "inquiry"            "formed"            
## [1474] "county"             "distant"            "hours"             
## [1477] "sufficient"         "objection"          "quit"              
## [1480] "evil"               "object"             "blessing"          
## [1483] "comparison"         "misery"             "continuing"        
## [1486] "daughter-in-law's"  "guest"              "inhabit"           
## [1489] "visit"              "wrote"              "Sir"               
## [1492] "Middleton"          "acknowledgment"     "acceptance"        
## [1495] "hastened"           "shew"               "letters"           
## [1498] "distance"           "immediately"        "On"                
## [1501] "head"               "oppose"             "removing"          
## [1504] "scale"              "moderate"           "brought"           
## [1507] "vicinity"           "dissuade"           "acquiescence"      
## [1510] "5"                  "dispatched"         "indulged"          
## [1513] "announcing"         "son-in-law"         "incommode"         
## [1516] "ready"              "inhabiting"         "civilly"           
## [1519] "hoped"              "replying"           "hastily"           
## [1522] "hearing"            "voice"              "explanation"       
## [1525] "repeated"           "Are"                "hence"             
## [1528] "explained"          "northward"          "Exeter"            
## [1531] "difficulty"         "travelling"         "accommodating"     
## [1534] "concluded"          "Though"             "resolve"           
## [1537] "unavoidable"        "smallest"           "effect"            
## [1540] "principally"        "tended"             "show"              
## [1543] "totally"            "disregarded"        "disapprobation"    
## [1546] "match"              "told"               "service"           
## [1549] "conscientiously"    "vexed"              "limited"           
## [1552] "performance"        "arrangement"        "impracticable"     
## [1555] "around"             "water"              "chiefly"           
## [1558] "consisted"          "household"          "pianoforte"        
## [1561] "packages"           "depart"             "sigh"              
## [1564] "feeling"            "hard"               "article"           
## [1567] "furnished"          "possession"         "arose"             
## [1570] "agreement"          "waited"             "determine"         
## [1573] "off"                "west"               "rapid"             
## [1576] "interested"         "offering"           "disposing"         
## [1579] "agreed"             "sell"               "consulted"         
## [1582] "prevailed"          "wisdom"             "number"            
## [1585] "maids"              "prepare"            "mistress's"        
## [1588] "Lady"               "unknown"            "preferred"         
## [1591] "directly"           "visitor"            "undoubtingly"      
## [1594] "John's"             "description"        "curiosity"         
## [1597] "examine"            "entered"            "preserved"         
## [1600] "diminution"         "feebly"             "defer"             
## [1603] "departure"          "Now"                "son-in-law's"      
## [1606] "fulfilled"          "Since"              "neglected"         
## [1609] "quitting"           "accomplishment"     "shortly"           
## [1612] "drift"              "discourse"          "extended"          
## [1615] "maintenance"        "six"                "talked"            
## [1618] "increasing"         "demands"            "purse"             
## [1621] "calculation"        "stand"              "design"            
## [1624] "Middleton's"        "abode"              "enable"            
## [1627] "begin"              "journey"            "Many"              
## [1630] "tears"              "shed"               "adieus"            
## [1633] "Dear"               "wandered"           "evening"           
## [1636] "cease"              "elsewhere"          "suffer"            
## [1639] "viewing"            "view"               "ye"                
## [1642] "well-known"         "trees"              "continue"          
## [1645] "leaf"               "decay"              "removed"           
## [1648] "branch"             "become"             "motionless"        
## [1651] "although"           "insensible"         "change"            
## [1654] "walk"               "shade"              "remain"            
## [1657] "enjoy"              "6"                  "tedious"           
## [1660] "drew"               "appearance"         "country"           
## [1663] "overcame"           "Valley"             "fertile"           
## [1666] "wooded"             "pasture"            "After"             
## [1669] "winding"            "along"              "mile"              
## [1672] "reached"            "green"              "court"             
## [1675] "demesne"            "front"              "neat"              
## [1678] "wicket"             "gate"               "admitted"          
## [1681] "compact"            "defective"          "building"          
## [1684] "roof"               "tiled"              "window"            
## [1687] "shutters"           "painted"            "walls"             
## [1690] "covered"            "honeysuckles"       "narrow"            
## [1693] "passage"            "through"            "behind"            
## [1696] "entrance"           "sitting"            "sixteen"           
## [1699] "feet"               "square"             "offices"           
## [1702] "stairs"             "Four"               "bed-rooms"         
## [1705] "garrets"            "built"              "repair"            
## [1708] "recollection"       "dried"              "cheered"           
## [1711] "joy"                "others"             "appear"            
## [1714] "September"          "weather"            "impression"        
## [1717] "recommending"       "lasting"            "High"              
## [1720] "hills"              "rose"               "downs"             
## [1723] "cultivated"         "woody"              "village"           
## [1726] "windows"            "extensive"          "commanded"         
## [1729] "valley"             "surrounded"         "terminated"        
## [1732] "direction"          "name"               "branched"          
## [1735] "steepest"           "size"               "satisfied"         
## [1738] "additions"          "indispensable"      "add"               
## [1741] "elegance"           "apartments"         "ourselves"         
## [1744] "tolerably"          "improvements"       "spring"            
## [1747] "plenty"             "These"              "parlors"           
## [1750] "collected"          "thoughts"           "throwing"          
## [1753] "remainder"          "bed-chamber"        "garret"            
## [1756] "above"              "snug"               "difficult"         
## [1759] "widen"              "before-hand"        "accordingly"       
## [1762] "alterations"        "savings"            "wise"              
## [1765] "contented"          "busy"               "arranging"         
## [1768] "endeavoring"        "placing"            "possessions"       
## [1771] "unpacked"           "properly"           "affixed"           
## [1774] "employments"        "interrupted"        "landlord"          
## [1777] "welcome"            "theirs"             "formerly"          
## [1780] "visited"            "cousins"            "remember"          
## [1783] "thoroughly"         "good-humoured"      "solicitude"        
## [1786] "sociable"           "cordially"          "dine"              
## [1789] "entreaties"         "perseverance"       "confined"          
## [1792] "hour"               "basket"             "full"              
## [1795] "stuff"              "fruit"              "park"              
## [1798] "followed"           "insisted"           "moreover"          
## [1801] "conveying"          "denied"             "newspaper"         
## [1804] "message"            "denoting"           "waiting"           
## [1807] "polite"             "ladyship"           "depend"            
## [1810] "favourable"         "twenty"             "tall"              
## [1813] "graceful"           "improved"           "share"             
## [1816] "frankness"          "detract"            "well-bred"         
## [1819] "reserved"           "common-place"       "remark"            
## [1822] "Conversation"       "chatty"             "precaution"        
## [1825] "bringing"           "recurred"           "extremity"         
## [1828] "enquire"            "admire"             "beauty"            
## [1831] "ask"                "questions"          "hung"              
## [1834] "held"               "wondered"           "shy"               
## [1837] "formal"             "party"              "resembled"         
## [1840] "body"               "differed"           "debating"          
## [1843] "securing"           "dining"             "7"                 
## [1846] "passed"             "near"               "screened"          
## [1849] "projection"         "hill"               "Middletons"        
## [1852] "hospitality"        "gratification"      "dissimilar"        
## [1855] "outward"            "strongly"           "total"             
## [1858] "talent"             "unconnected"        "compass"           
## [1861] "sportsman"          "hunted"             "shot"              
## [1864] "humoured"           "resources"          "spoil"             
## [1867] "round"              "Continual"          "engagements"       
## [1870] "abroad"             "supplied"           "deficiencies"      
## [1873] "supported"          "exercise"           "breeding"          
## [1876] "piqued"             "table"              "arrangements"      
## [1879] "vanity"             "delighted"          "collecting"        
## [1882] "hold"               "noisier"            "juvenile"          
## [1885] "summer"             "forming"            "eat"               
## [1888] "ham"                "chicken"            "doors"             
## [1891] "winter"             "balls"              "unsatiable"        
## [1894] "appetite"           "charmed"            "inhabitants"       
## [1897] "procured"           "pretty"             "unaffected"        
## [1900] "captivating"        "friendliness"       "past"              
## [1903] "unfortunate"        "showing"            "settling"          
## [1906] "females"            "esteems"            "sex"               
## [1909] "sportsmen"          "desirous"           "encouraging"       
## [1912] "manor"              "met"                "door"              
## [1915] "welcomed"           "unable"             "smart"             
## [1918] "friend"             "gay"                "excuse"            
## [1921] "smallness"          "families"           "morning"           
## [1924] "hopes"              "procuring"          "moonlight"         
## [1927] "Luckily"            "dull"               "entire"            
## [1930] "strangers"          "Jennings"           "merry"             
## [1933] "fat"                "elderly"            "vulgar"            
## [1936] "jokes"              "laughter"           "dinner"            
## [1939] "witty"              "lovers"             "husbands"          
## [1942] "hearts"             "pretended"          "blush"             
## [1945] "attacks"            "pain"               "raillery"          
## [1948] "Jennings's"         "Colonel"            "Brandon"           
## [1951] "adapted"            "absolute"           "bachelor"          
## [1954] "wrong"              "thirty"             "gentlemanlike"     
## [1957] "recommend"          "companions"         "insipidity"        
## [1960] "repulsive"          "gravity"            "boisterous"        
## [1963] "mirth"              "roused"             "noisy"             
## [1966] "pulled"             "tore"               "clothes"           
## [1969] "put"                "discovered"         "musical"           
## [1972] "play"               "instrument"         "unlocked"          
## [1975] "prepared"           "sang"               "went"              
## [1978] "chief"              "songs"              "lain"              
## [1981] "position"           "celebrated"         "event"             
## [1984] "played"             "extremely"          "applauded"         
## [1987] "loud"               "song"               "lasted"            
## [1990] "order"              "diverted"           "asked"             
## [1993] "sing"               "finished"           "raptures"          
## [1996] "compliment"         "forfeited"          "shameless"         
## [1999] "amounted"           "ecstatic"           "sympathize"        
## [2002] "estimable"          "contrasted"         "horrible"          
## [2005] "insensibility"      "outlived"           "acuteness"         
## [2008] "exquisite"          "colonel's"          "humanity"          
## [2011] "8"                  "ample"              "jointure"          
## [2014] "respectably"        "promotion"          "zealously"         
## [2017] "active"             "ability"            "missed"            
## [2020] "projecting"         "weddings"           "among"             
## [2023] "remarkably"         "quick"              "discovery"         
## [2026] "attachments"        "enjoyed"            "raising"           
## [2029] "blushes"            "discernment"        "decisively"        
## [2032] "suspected"          "listening"          "attentively"       
## [2035] "ascertained"        "HE"                 "connection"        
## [2038] "inconsiderable"     "endless"            "laughed"           
## [2041] "colonel"            "probably"           "regarded"          
## [2044] "indifferent"        "incomprehensible"   "laugh"             
## [2047] "absurdity"          "censure"            "impertinence"      
## [2050] "forlorn"            "ancient"            "youthful"          
## [2053] "ventured"           "clear"              "throw"             
## [2056] "ridicule"           "accusation"         "intentionally"     
## [2059] "ill-natured"        "sensation"          "ridiculous"        
## [2062] "safe"               "wit"                "infirmity"         
## [2065] "protect"            "Infirmity"          "infirm"            
## [2068] "deceive"            "use"                "limbs"             
## [2071] "Did"                "complain"           "rheumatism"        
## [2074] "commonest"          "declining"          "rate"              
## [2077] "continual"          "terror"             "seem"              
## [2080] "miracle"            "apprehensive"       "losing"            
## [2083] "thirty-five"        "matrimony"          "chance"            
## [2086] "Brandon's"          "marrying"           "pausing"           
## [2089] "inspire"            "uncomfortable"      "bring"             
## [2092] "submit"             "nurse"              "security"          
## [2095] "unsuitable"         "convenience"        "commercial"        
## [2098] "exchange"           "benefited"          "convince"          
## [2101] "dooming"            "confinement"        "chamber"           
## [2104] "yesterday"          "damp"               "slight"            
## [2107] "rheumatic"          "shoulders"          "flannel"           
## [2110] "waistcoats"         "waistcoat"          "invariably"        
## [2113] "aches"              "cramps"             "rheumatisms"       
## [2116] "species"            "ailment"            "afflict"           
## [2119] "feeble"             "fever"              "despised"          
## [2122] "Confess"            "flushed"            "cheek"             
## [2125] "hollow"             "eye"                "pulse"             
## [2128] "Soon"               "leaving"            "alarm"             
## [2131] "conceal"            "fortnight"          "Nothing"           
## [2134] "indisposition"      "extraordinary"      "else"              
## [2137] "detain"             "anxiety"            "recollecting"      
## [2140] "showed"             "readiness"          "accepting"         
## [2143] "Does"               "mentioned"          "grate"             
## [2146] "bedchamber"         "observed"           "hurry"             
## [2149] "meaning"            "unaccountable"      "composed"          
## [2152] "languid"            "farewell"           "distinction"       
## [2155] "purposely"          "unaccountably"      "follow"            
## [2158] "cried"              "Even"               "self-command"      
## [2161] "invariable"         "dejected"           "try"               
## [2164] "restless"           "9"                  "tolerable"         
## [2167] "familiar"           "pursuits"           "charms"            
## [2170] "habit"              "occupation"         "amazement"         
## [2173] "finding"            "employed"           "urgent"            
## [2176] "mix"                "assurances"         "resolute"          
## [2179] "classed"            "attainable"         "About"             
## [2182] "Allenham"           "issued"             "earliest"          
## [2185] "walks"              "mansion"            "reminding"         
## [2188] "learnt"             "enquiry"            "possessor"         
## [2191] "unfortunately"      "stirred"            "abounded"          
## [2194] "seek"               "air"                "summits"           
## [2197] "alternative"        "dirt"               "valleys"           
## [2200] "beneath"            "shut"               "beauties"          
## [2203] "memorable"          "steps"              "partial"           
## [2206] "sunshine"           "showery"            "sky"               
## [2209] "bear"               "rain"               "preceding"         
## [2212] "occasioned"         "tempting"           "pencil"            
## [2215] "book"               "lastingly"          "threatening"       
## [2218] "cloud"              "gaily"              "ascended"          
## [2221] "rejoicing"          "glimpse"            "blue"              
## [2224] "caught"             "faces"              "animating"         
## [2227] "gales"              "south-westerly"     "wind"              
## [2230] "pitied"             "fears"              "prevented"         
## [2233] "sharing"            "sensations"         "Is"                
## [2236] "pursued"            "resisting"          "suddenly"          
## [2239] "clouds"             "heads"              "Chagrined"         
## [2242] "surprised"          "obliged"            "unwillingly"       
## [2245] "back"               "shelter"            "exigence"          
## [2248] "usual"              "running"            "speed"             
## [2251] "steep"              "false"              "step"              
## [2254] "ground"             "stop"               "involuntarily"     
## [2257] "hurried"            "bottom"             "safety"            
## [2260] "carrying"           "gun"                "pointers"          
## [2263] "playing"            "passing"            "yards"             
## [2266] "accident"           "ran"                "raised"            
## [2269] "foot"               "twisted"            "fall"              
## [2272] "perceiving"         "modesty"            "declined"          
## [2275] "arms"               "Then"               "whither"           
## [2278] "seated"             "chair"              "parlour"           
## [2281] "fixed"              "secret"             "sprung"            
## [2284] "apologized"         "intrusion"          "relating"          
## [2287] "frank"              "additional"         "ugly"              
## [2290] "influence"          "youth"              "action"            
## [2293] "came"               "thanked"            "dirty"             
## [2296] "wet"                "Willoughby"         "honour"            
## [2299] "tomorrow"           "granted"            "departed"          
## [2302] "midst"              "heavy"              "manly"             
## [2305] "gracefulness"       "theme"              "gallantry"         
## [2308] "exterior"           "confusion"          "crimsoned"         
## [2311] "lifting"            "robbed"             "regarding"         
## [2314] "entering"           "join"               "energy"            
## [2317] "adorned"            "hero"               "story"             
## [2320] "previous"           "formality"          "rapidity"          
## [2323] "Every"              "dresses"            "shooting-jacket"   
## [2326] "becoming"           "sprained"           "ankle"             
## [2329] "interval"           "allowed"            "eagerly"           
## [2332] "news"               "ride"               "Thursday"          
## [2335] "Know"               "sort"               "fellow"            
## [2338] "decent"             "bolder"             "rider"             
## [2341] "England"            "indignantly"        "intimate"          
## [2344] "talents"            "puzzled"            "soul"              
## [2347] "got"                "nicest"             "black"             
## [2350] "bitch"              "pointer"            "Was"               
## [2353] "today"              "colour"             "Willoughby's"      
## [2356] "describe"           "shades"             "Where"             
## [2359] "Has"                "resided"            "visiting"          
## [2362] "Court"              "inherit"            "adding"            
## [2365] "yes"                "catching"           "Somersetshire"     
## [2368] "tumbling"           "jealous"            "care"              
## [2371] "incommoded"         "attempts"           "CATCHING"          
## [2374] "employment"         "Men"                "let"               
## [2377] "glad"               "ineligible"         "Christmas"         
## [2380] "hop"                "danced"             "eight"             
## [2383] "o'clock"            "sparkling"          "covert"            
## [2386] "Whatever"           "fatigue"            "Aye"               
## [2389] "aye"                "setting"            "cap"               
## [2392] "dislike"            "abhor"              "phrase"            
## [2395] "making"             "conquest"           "odious"            
## [2398] "tendency"           "gross"              "illiberal"         
## [2401] "construction"       "deemed"             "ago"               
## [2404] "ingenuity"          "reproof"            "heartily"          
## [2407] "Ay"                 "conquests"          "Poor"              
## [2410] "smitten"            "spraining"          "ankles"            
## [2413] "10"                 "preserver"          "precision"         
## [2416] "styled"             "personal"           "enquiries"         
## [2419] "prompted"           "during"             "second"            
## [2422] "interview"          "complexion"         "features"          
## [2425] "handsomer"          "height"             "lovely"            
## [2428] "cant"               "violently"          "outraged"          
## [2431] "usually"            "happens"            "skin"              
## [2434] "brown"              "transparency"       "brilliant"         
## [2437] "sweet"              "attractive"         "dark"              
## [2440] "hardily"            "From"               "embarrassment"     
## [2443] "remembrance"        "perfect"            "good-breeding"     
## [2446] "vivacity"           "declare"            "dancing"           
## [2449] "passionately"       "largest"            "amusement"         
## [2452] "talk"               "discussion"         "conformity"        
## [2455] "Encouraged"         "further"            "examination"       
## [2458] "authors"            "dwelt"              "convert"           
## [2461] "works"              "passages"           "idolized"          
## [2464] "force"              "arguments"          "brightness"        
## [2467] "displayed"          "acquiesced"         "decisions"         
## [2470] "enthusiasm"         "conversed"          "familiarity"       
## [2473] "long-established"   "importance"         "thinks"            
## [2476] "Scott"              "admiring"           "Pope"              
## [2479] "despatch"           "exhausted"          "topic"             
## [2482] "Another"            "meeting"            "suffice"           
## [2485] "picturesque"        "scanty"             "erred"             
## [2488] "notion"             "decorum"            "sincere"           
## [2491] "deceitful"          "roads"              "spoken"            
## [2494] "reproach"           "spared"             "jest"              
## [2497] "scold"              "check"              "softened"          
## [2500] "proof"              "reception"          "recovery"          
## [2503] "irksome"            "joined"             "ardour"            
## [2506] "example"            "gradually"          "estimation"        
## [2509] "faultless"          "propensity"         "peculiarly"        
## [2512] "saying"             "persons"            "sacrificing"       
## [2515] "undivided"          "slighting"          "forms"             
## [2518] "worldly"            "caution"            "desperation"       
## [2521] "seized"             "perfection"         "rash"              
## [2524] "unjustifiable"      "delineated"         "unhappy"           
## [2527] "brighter"           "speculative"        "riches"            
## [2530] "secretly"           "congratulate"       "sons-in-law"       
## [2533] "perceptible"        "noticed"            "rival"             
## [2536] "incurred"           "annexed"            "assigned"          
## [2539] "actually"           "opposition"         "hindrance"         
## [2542] "opposed"            "successful"         "beheld"            
## [2545] "mild"               "oppression"         "gloominess"        
## [2548] "dropped"            "hints"              "injuries"          
## [2551] "disappointments"    "justified"          "belief"            
## [2554] "compassion"         "esteemed"           "slighted"          
## [2557] "prejudiced"         "undervalue"         "speaks"            
## [2560] "nobody"             "cares"              "remembers"         
## [2563] "boast"              "injustice"          "taking"            
## [2566] "converse"           "patronised"         "Who"               
## [2569] "indignity"          "abuse"              "amends"            
## [2572] "undiscerning"       "defence"            "protege"           
## [2575] "saucy"              "thinking"           "information"       
## [2578] "various"            "contemptuously"     "East"              
## [2581] "Indies"             "climate"            "hot"               
## [2584] "mosquitoes"         "troublesome"        "previously"        
## [2587] "observations"       "nabobs"             "gold"              
## [2590] "mohrs"              "palanquins"         "HIS"               
## [2593] "stretched"          "candour"            "body's"            
## [2596] "nobody's"           "employ"             "coats"             
## [2599] "Add"                "brilliancy"         "decide"            
## [2602] "imperfections"      "mass"               "comparatively"     
## [2605] "insipid"            "gentle"             "possessing"        
## [2608] "using"              "unkindly"           "endeavouring"      
## [2611] "disarm"             "reason"             "stubborn"          
## [2614] "artful"             "unanswerable"       "reasons"           
## [2617] "disliking"          "threatened"         "fault"             
## [2620] "hanging"            "curricle"           "persuade"          
## [2623] "buy"                "mare"               "irreproachable"    
## [2626] "confess"            "privilege"          "11"                
## [2629] "Little"             "imagined"           "occupy"            
## [2632] "presented"          "invitations"        "recovered"         
## [2635] "schemes"            "execution"          "accomplished"      
## [2638] "October"            "included"           "naturally"         
## [2641] "calculated"         "witnessing"         "excellencies"      
## [2644] "marking"            "receiving"          "openly"            
## [2647] "shewn"              "suggest"            "abhorred"          
## [2650] "concealment"        "disgrace"           "attend"            
## [2653] "unreserve"          "aim"                "restraint"         
## [2656] "illaudable"         "effort"             "disgraceful"       
## [2659] "subjection"         "illustration"       "evenings"          
## [2662] "cards"              "cheated"            "hand"              
## [2665] "partners"           "dances"             "careful"           
## [2668] "Such"               "shame"              "provoke"           
## [2671] "checking"           "excessive"          "display"           
## [2674] "ardent"             "devoted"            "bestowed"          
## [2677] "amusements"         "teach"              "Neither"           
## [2680] "everlasting"        "talker"             "ensured"           
## [2683] "history"            "memory"             "mere"              
## [2686] "Towards"            "desired"            "arranged"          
## [2689] "experienced"        "presence"           "boys"              
## [2692] "excite"             "sisterly"           "attentions"        
## [2695] "conversing"         "suspect"            "disappointed"      
## [2698] "accidentally"       "silence"            "faint"             
## [2701] "Or"                 "considers"          "contrives"         
## [2704] "reflecting"         "wives"              "basis"             
## [2707] "define"             "justify"            "prejudices"        
## [2710] "agree"              "inconveniences"     "ignorance"         
## [2713] "atone"              "systems"            "nought"            
## [2716] "pause"              "resumed"            "objections"        
## [2719] "criminal"           "inconstancy"        "perverseness"      
## [2722] "minutiae"           "admit"              "attachment's"      
## [2725] "pardonable"         "refinements"        "succeeded"         
## [2728] "dangerous"          "speak"              "experience"        
## [2731] "judged"             "inforced"           "series"            
## [2734] "Here"               "stopt"              "rise"              
## [2737] "conjectures"        "concerned"          "escape"            
## [2740] "lips"               "connect"            "disastrous"        
## [2743] "12"                 "walking"            "communicated"      
## [2746] "piece"              "extravagant"        "testimony"         
## [2749] "horse"              "bred"               "carry"             
## [2752] "Without"            "considering"        "alter"             
## [2755] "gift"               "servant"            "build"             
## [2758] "stable"             "hesitation"         "intends"           
## [2761] "send"               "groom"              "arrives"           
## [2764] "Imagine"            "gallop"             "Most"              
## [2767] "awaken"             "dream"              "comprehend"        
## [2770] "truths"             "affair"             "refused"           
## [2773] "trifle"             "merest"             "lately"            
## [2776] "creature"           "Seven"              "insufficient"      
## [2779] "guilty"             "impropriety"        "wisest"            
## [2782] "touch"              "Opposition"         "appeal"            
## [2785] "representing"       "indulgent"          "consented"         
## [2788] "subdued"            "tempt"              "imprudent"         
## [2791] "mentioning"         "faithful"           "low"               
## [2794] "forego"             "apparent"           "expressing"        
## [2797] "yours"              "Queen"              "Mab"               
## [2800] "overheard"          "sentence"           "pronouncing"       
## [2803] "addressing"         "Christian"          "decided"           
## [2806] "tempers"            "discover"           "placed"            
## [2809] "clearer"            "light"              "High-church"       
## [2812] "Down"               "wore"               "neck"              
## [2815] "miniature"          "lock"               "hair"              
## [2818] "Take"               "cut"                "Last"              
## [2821] "tea"                "whispering"         "fast"              
## [2824] "presently"          "scissors"           "tumbled"           
## [2827] "kissed"             "folded"             "white"             
## [2830] "paper"              "pocket-book"        "stated"            
## [2833] "authority"          "withhold"           "credit"            
## [2836] "unison"             "Margaret's"         "sagacity"          
## [2839] "satisfactory"       "attacked"           "standing"          
## [2842] "joke"               "sincerely"          "harm"              
## [2845] "turning"            "red"                "angry"             
## [2848] "repeat"             "pray"               "gentleman's"       
## [2851] "ma'am"              "guess"              "curate"            
## [2854] "profession"         "invention"          "dead"              
## [2857] "begins"             "F"                  "grateful"          
## [2860] "observing"          "rained"             "interruption"      
## [2863] "ladyship's"         "inelegant"          "mindful"           
## [2866] "opened"             "piano-forte"        "sit"               
## [2869] "thus"               "amidst"             "endeavours"        
## [2872] "fell"               "recover"            "following"         
## [2875] "twelve"             "brother-in-law"     "proprietor"        
## [2878] "strict"             "orders"             "grounds"           
## [2881] "noble"              "sail"               "morning's"         
## [2884] "provisions"         "carriages"          "complete"          
## [2887] "bold"               "undertaking"        "13"                
## [2890] "excursion"          "Whitwell"           "fatigued"          
## [2893] "frightened"         "go"                 "assembled"         
## [2896] "dispersing"         "across"             "sun"               
## [2899] "humour"             "hardships"          "While"             
## [2902] "Among"              "changed"            "Nobody"            
## [2905] "bad"                "None"               "thank"             
## [2908] "Avignon"            "town"               "discompose"        
## [2911] "Come"               "won't"              "madam"             
## [2914] "recollect"          "daughter's"         "Whom"              
## [2917] "colouring"          "requires"           "attendance"        
## [2920] "fear"               "admittance"         "blow"              
## [2923] "write"              "note"               "shook"             
## [2926] "later"              "invented"           "trick"             
## [2929] "guineas"            "writing"            "persuading"        
## [2932] "Careys"             "Newton"             "walked"            
## [2935] "purpose"            "disappointing"      "conveniently"      
## [2938] "obliging"           "uncertain"          "pry"               
## [2941] "men's"              "ashamed"            "announced"         
## [2944] "horseback"          "Honiton"            "bowed"             
## [2947] "complaints"         "lamentations"       "hitherto"          
## [2950] "restrained"         "universally"        "provoking"         
## [2953] "exultingly"         "Can"                "Williams"          
## [2956] "Colonel's"          "shocking"           "lowering"          
## [2959] "stare"              "concluding"         "consultation"      
## [2962] "procure"            "ordered"            "happier"           
## [2965] "drove"              "drive"              "lanes"             
## [2968] "dance"              "nearly"             "contentment"       
## [2971] "elder"              "sat"                "leant"             
## [2974] "coloured"           "Impudence"          "WHERE"             
## [2977] "new-furnished"      "method"             "unlikely"          
## [2980] "propose"            "Smith"              "dining-room"       
## [2983] "enquired"           "doubting"           "pleasanter"        
## [2986] "pleasantness"       "evince"             "acting"            
## [2989] "impertinent"        "remarks"            "Smith's"           
## [2992] "blushed"            "hint"               "visibly"           
## [2995] "gratifying"         "WAS"                "ill-judged"        
## [2998] "charming"           "nice"               "modern"            
## [3001] "corner"             "sides"              "bowling-green"     
## [3004] "wood"               "church"             "admired"           
## [3007] "newly"              "pleasantest"        "summer-rooms"      
## [3010] "Could"              "listened"           "14"                
## [3013] "termination"        "steadiness"         "concealing"        
## [3016] "filled"             "wonderer"           "comings"           
## [3019] "goings"             "intermission"       "distress"          
## [3022] "befallen"           "determination"      "Delaford"          
## [3025] "reckoned"           "sadly"              "involved"          
## [3028] "bye"                "conscious"          "May"               
## [3031] "ill"                "sickly"             "wager"             
## [3034] "NOW"                "cleared"            "bargain"           
## [3037] "varying"            "fresh"              "conjecture"        
## [3040] "seeming"            "probable"           "bestow"            
## [3043] "variety"            "speculation"        "incompatible"      
## [3046] "acknowledge"        "rated"              "complained"        
## [3049] "poverty"            "secrecy"            "maintained"        
## [3052] "relative"           "contradictory"      "practice"          
## [3055] "expressive"         "distinguishing"     "tenderness"        
## [3058] "lover's"            "ending"             "happening"         
## [3061] "exclaimed"          "Improve"            "Not"               
## [3064] "stone"              "inch"               "alarmed"           
## [3067] "Thank"              "sacrifice"          "local"             
## [3070] "Depend"             "unemployed"         "accounts"          
## [3073] "uselessly"          "dispose"            "attached"          
## [3076] "defect"             "pull"               "Combe"             
## [3079] "exact"              "kitchen"            "smokes"            
## [3082] "tone"               "INconvenience"      "variation"         
## [3085] "flatter"            "disadvantage"       "rooms"             
## [3088] "broader"            "staircase"          "hereafter"         
## [3091] "endear"             "possibly"           "plainly"           
## [3094] "denoted"            "inhabited"          "grieving"          
## [3097] "prescience"         "Must"               "lowered"           
## [3100] "imaginary"          "degrade"            "pass"              
## [3103] "apartment"          "handsomest"         "dimensions"        
## [3106] "makes"              "Extend"             "Tell"              
## [3109] "unchanged"          "Shall"              "15"                
## [3112] "excused"            "pretext"            "absent"            
## [3115] "foreseen"           "foresight"          "apparently"        
## [3118] "handkerchief"       "noticing"           "Surprised"         
## [3121] "leaning"            "mantel-piece"       "shewed"            
## [3124] "partook"            "over-powered"       "trying"            
## [3127] "forced"             "Disappointment"     "exercised"         
## [3130] "London"             "dispatches"         "exhilaration"      
## [3133] "Almost"             "returning"          "wait"              
## [3136] "press"              "confusedly"         "broken"            
## [3139] "linger"             "torment"            "minute"            
## [3142] "speech"             "solitude"           "uneasiness"        
## [3145] "distrust"           "affectation"        "unwillingness"     
## [3148] "accept"             "backwardness"       "disturbed"         
## [3151] "feared"             "quarrel"            "indubitable"       
## [3154] "tenderest"          "relief"             "feeding"           
## [3157] "duty"               "uncheerful"         "Our"               
## [3160] "work"               "travel"             "Gone"              
## [3163] "intending"          "owned"              "behave"            
## [3166] "quarrelled"         "ME"                 "trust"             
## [3169] "suspects"           "disapproves"        "sends"             
## [3172] "transact"           "dismiss"            "DOES"              
## [3175] "dares"              "feels"              "listen"            
## [3178] "cavil"              "anticipated"        "guilt"             
## [3181] "apology"            "blameable"          "inadvertence"      
## [3184] "depressed"          "recent"             "probabilities"     
## [3187] "certainties"        "due"                "possibility"       
## [3190] "unavoidably"        "inevitable"         "witnessed"         
## [3193] "urged"              "allowances"         "candid"            
## [3196] "Secrecy"            "wondering"          "practiced"         
## [3199] "blame"              "departing"          "deviation"         
## [3202] "acquitted"          "ARE"                "expedient"         
## [3205] "Concealing"         "accuse"             "reproaching"       
## [3208] "incautiousness"     "syllable"           "syllables"         
## [3211] "actions"            "nearest"            "Have"              
## [3214] "daily"              "looks"              "occur"             
## [3217] "telling"            "confidence"         "outweighs"         
## [3220] "wretchedly"         "carelessness"       "attribute"         
## [3223] "doubts"             "fainter"            "correspond"        
## [3226] "mighty"             "concession"         "altar"             
## [3229] "Ungracious"         "uniformly"          "inconsistency"     
## [3232] "create"             "integrity"          "involuntary"       
## [3235] "startled"           "cordiality"         "affairs"           
## [3238] "resist"             "temptation"         "ungenerous"        
## [3241] "suspicious"         "embarrassed"        "plain"             
## [3244] "avowal"             "consistent"         "foundation"        
## [3247] "deserve"            "WE"                 "stranger"          
## [3250] "independently"      "odd"                "acknowledging"     
## [3253] "prosperously"       "begun"              "liberty"           
## [3256] "representations"    "swollen"            "avoided"           
## [3259] "silently"           "pressing"           "fortitude"         
## [3262] "slightest"          "instant"            "anxiously"         
## [3265] "16"                 "inexcusable"        "sleep"             
## [3268] "risen"              "bed"                "repose"            
## [3271] "incurring"          "awake"              "wept"              
## [3274] "headache"           "nourishment"        "forbidding"        
## [3277] "potent"             "indulging"          "crying"            
## [3280] "reverse"            "used"               "voices"            
## [3283] "oftenest"           "gazing"             "line"              
## [3286] "sadness"            "applied"            "alternately"       
## [3289] "singing"            "suspended"          "courted"           
## [3292] "sunk"               "calmer"             "solitary"          
## [3295] "meditations"        "effusions"          "explanations"      
## [3298] "fetches"            "carries"            "correspondence"    
## [3301] "hands"              "motive"             "mystery"           
## [3304] "suggesting"         "Supposing"          "inflict"           
## [3307] "forcing"            "confession"         "unacknowledged"    
## [3310] "dearly"             "loves"              "revealment"        
## [3313] "denial"             "overstrained"       "vain"              
## [3316] "delicacy"           "witticisms"         "volume"            
## [3319] "Shakespeare"        "Hamlet"             "Months"            
## [3322] "reply"              "instead"            "wandering"         
## [3325] "Hitherto"           "carefully"          "rambles"           
## [3328] "stole"              "speedy"             "climbing"          
## [3331] "exertions"          "disapproved"        "seclusion"         
## [3334] "road"               "MIND"               "controlled"        
## [3337] "gaining"            "Beyond"             "stretch"           
## [3340] "travelled"          "reaching"           "stopped"           
## [3343] "reach"              "Amongst"            "scene"             
## [3346] "riding"             "distinguish"        "rapturously"       
## [3349] "hastening"          "coat"               "screen"            
## [3352] "particularity"      "quickened"          "pace"              
## [3355] "abruptly"           "hurrying"           "third"             
## [3358] "forgiven"           "dispersed"          "forgot"            
## [3361] "dismounted"         "continuation"       "coldness"          
## [3364] "deficiency"         "confused"           "ended"             
## [3367] "sufficiently"       "elect"              "Plymouth"          
## [3370] "month"              "thickly"            "leaves"            
## [3373] "transporting"       "showers"            "altogether"        
## [3376] "inspired"           "nuisance"           "swept"             
## [3379] "passion"            "shared"             "SOMETIMES"         
## [3382] "reverie"            "rousing"            "Look"              
## [3385] "tranquil"           "equals"             "plantations"       
## [3388] "farthest"           "rises"              "grandeur"          
## [3391] "bottoms"            "Because"            "lane"              
## [3394] "situated"           "friendliest"        "owed"              
## [3397] "directing"          "endeavoured"        "conveniences"      
## [3400] "c"                  "extorting"          "mortified"         
## [3403] "regulate"           "resentment"         "displeasure"       
## [3406] "17"                 "kindest"            "extending"         
## [3409] "reanimate"          "praised"            "attributing"       
## [3412] "indignant"          "parents"            "orator"            
## [3415] "public"             "fame"               "famous"            
## [3418] "Heaven"             "eloquence"          "Greatness"         
## [3421] "Strange"            "Grandeur"           "competence"        
## [3424] "self"               "YOUR"               "goes"              
## [3427] "external"           "eighteen"           "TWO"               
## [3430] "guessed"            "hunters"            "smiled"            
## [3433] "describing"         "accurately"         "Magna"             
## [3436] "Hunters"            "hunt"               "novel"             
## [3439] "somebody"           "apiece"             "animation"         
## [3442] "cheeks"             "glowing"            "unanimous"         
## [3445] "insufficiency"      "vanish"             "magnificent"       
## [3448] "booksellers"        "music-sellers"      "print-shops"       
## [3451] "commission"         "print"              "greatness"         
## [3454] "content"            "Thomson"            "copy"              
## [3457] "falling"            "unworthy"           "tells"             
## [3460] "tree"               "Should"             "Forgive"           
## [3463] "willing"            "disputes"           "recall"            
## [3466] "offend"             "loose"              "cash"              
## [3469] "collection"         "bulk"               "laid"              
## [3472] "heirs"              "reward"             "ablest"            
## [3475] "maxim"              "presume"            "steadfast"         
## [3478] "altered"            "grown"              "gaiety"            
## [3481] "Nor"                "talks"              "detected"          
## [3484] "mistakes"           "misapprehension"    "fancying"          
## [3487] "ingenious"          "stupid"             "deception"         
## [3490] "originated"         "Sometimes"          "guided"            
## [3493] "oneself"            "deliberate"         "judgments"         
## [3496] "subservient"        "neighbours"         "aimed"             
## [3499] "confound"           "advised"            "adopt"             
## [3502] "conform"            "Quite"              "foolishly"         
## [3505] "negligent"          "awkwardness"        "gentility"         
## [3508] "inattention"        "Shyness"            "inferiority"       
## [3511] "Reserved"           "Am"                 "calls"             
## [3514] "thoughtfulness"     "fullest"            "18"                
## [3517] "inspiring"          "reservedness"       "contradicted"      
## [3520] "intimated"          "breakfast-room"     "promote"           
## [3523] "upstairs"           "parts"              "higher"            
## [3526] "beginning"          "scenes"             "minutely"          
## [3529] "struck"             "surfaces"           "uncouth"           
## [3532] "irregular"          "rugged"             "indistinct"        
## [3535] "soft"               "medium"             "hazy"              
## [3538] "atmosphere"         "honestly"           "timber"            
## [3541] "meadows"            "farm"               "scattered"         
## [3544] "answers"            "unites"             "utility"           
## [3547] "rocks"              "promontories"       "grey"              
## [3550] "moss"               "brush"              "lost"              
## [3553] "falls"              "believes"           "disgusted"         
## [3556] "pretensions"        "affects"            "discrimination"    
## [3559] "possesses"          "fastidious"         "landscape"         
## [3562] "scenery"            "jargon"             "pretends"          
## [3565] "tries"              "defined"            "detest"            
## [3568] "language"           "worn"               "hackneyed"         
## [3571] "profess"            "crooked"            "blasted"           
## [3574] "straight"           "flourishing"        "ruined"            
## [3577] "tattered"           "cottages"           "nettles"           
## [3580] "thistles"           "heath"              "blossoms"          
## [3583] "farm-house"         "watch-tower"        "troop"             
## [3586] "tidy"               "villages"           "please"            
## [3589] "finest"             "banditti"           "thoughtfully"      
## [3592] "ring"               "plait"              "conspicuous"       
## [3595] "fingers"            "wear"               "darker"            
## [3598] "inconsiderately"    "pained"             "vexation"          
## [3601] "surpassed"          "momentary"          "glance"            
## [3604] "casts"              "instantaneously"    "conclusions"       
## [3607] "free"               "theft"              "contrivance"       
## [3610] "affront"            "affecting"          "internally"        
## [3613] "henceforward"       "catch"              "eyeing"            
## [3616] "satisfying"         "absence"            "censured"          
## [3619] "forgiveness"        "Before"             "middle"            
## [3622] "survey"             "discovering"        "newness"           
## [3625] "learned"            "significant"        "founded"           
## [3628] "instructions"       "inviting"           "drink"             
## [3631] "entertainment"      "bound"              "contribute"        
## [3634] "MUST"               "enforced"           "necessity"         
## [3637] "Impossible"         "yourselves"         "Whitakers"         
## [3640] "nameless"           "blushing"           "suspicions"        
## [3643] "brief"              "communicative"      "expressions"       
## [3646] "whisper"            "guessing"           "hunts"             
## [3649] "archness"           "moment's"           "19"                
## [3652] "bent"               "self-mortification" "unequal"           
## [3655] "grew"               "environs"           "disengaged"        
## [3658] "Never"              "quickly"            "repeatedly"        
## [3661] "lie"                "detested"           "astonishing"       
## [3664] "imperfectly"        "Disappointed"       "displeased"        
## [3667] "qualifications"     "painfully"          "extorted"          
## [3670] "openness"           "consistency"        "attributed"        
## [3673] "designs"            "shortness"          "fettered"          
## [3676] "temporizing"        "well-established"   "grievance"         
## [3679] "parent"             "yield"              "reformed"          
## [3682] "renewal"            "flattering"         "constantly"        
## [3685] "finger"             "plans"              "materially"        
## [3688] "misfortune"         "nicety"             "idle"              
## [3691] "helpless"           "army"               "law"               
## [3694] "genteel"            "chambers"           "Temple"            
## [3697] "circles"            "gigs"               "abstruse"          
## [3700] "study"              "navy"               "fashion"           
## [3703] "dashing"            "expensive"          "idleness"          
## [3706] "advantageous"       "honourable"         "solicitations"     
## [3709] "Oxford"             "promoted"           "professions"       
## [3712] "trades"             "Columella's"        "accent"            
## [3715] "effusion"           "patience"           "fascinating"       
## [3718] "ere"                "wasted"             "discontent"        
## [3721] "defy"               "desponding"         "subdue"            
## [3724] "appearing"          "suffered"           "judiciously"       
## [3727] "augment"            "fix"                "advancement"       
## [3730] "drawing-table"      "busily"             "lessen"            
## [3733] "meritorious"        "faulty"             "ones"              
## [3736] "WERE"               "dared"              "loving"            
## [3739] "respecting"         "mortifying"         "shutting"          
## [3742] "lying"              "indulge"            "meditation"        
## [3745] "abundance"          "forbidden"          "inevitably"        
## [3748] "chained"            "engross"            "closing"           
## [3751] "ceremony"           "knocking"           "stepping"          
## [3754] "turf"               "casement"           "space"             
## [3757] "Hush"               "Palmers"            "Charlotte"         
## [3760] "run"                "hallooing"          "drinking"          
## [3763] "Palmer"             "plump"              "prepossessing"     
## [3766] "willingness"        "self-consequence"   "slightly"          
## [3769] "briefly"            "surveying"          "staid"             
## [3772] "endowed"            "meantime"           "ceasing"           
## [3775] "astonishment"       "can't"              "nodding"           
## [3778] "significantly"      "pointing"           "expects"           
## [3781] "February"           "endure"             "exerted"           
## [3784] "monstrous"          "ushered"            "stared"            
## [3787] "Palmer's"           "asleep"             "examining"         
## [3790] "pitched"            "ceiling"            "bow"               
## [3793] "chuse"              "oftener"            "dined"             
## [3796] "ate"                "20"                 "drawing-room"      
## [3799] "affectionately"     "expressed"          "seating"           
## [3802] "Westons"            "droll"              "ours"              
## [3805] "Hanover-square"     "chaperon"           "bowing"            
## [3808] "complaining"        "horrid"             "disgusting"        
## [3811] "Dullness"           "devil"              "billiard"          
## [3814] "dropt"              "don't"              "sly"               
## [3817] "Much"               "Ah"                 "vile"              
## [3820] "Gilberts"           "ill-bred"           "contradict"        
## [3823] "rude"               "good-natured"       "whip"              
## [3826] "cross"              "insolence"          "scolded"           
## [3829] "abused"             "inclined"           "genuinely"         
## [3832] "unaffectedly"       "soured"             "bias"              
## [3835] "silly"              "blunder"            "hurt"              
## [3838] "contemptuous"       "treatment"          "succeed"           
## [3841] "establishing"       "superiority"        "ill-breeding"      
## [3844] "Will"               "Cleveland"          "applying"          
## [3847] "sneer"              "refuse"             "resolutely"        
## [3850] "canvassing"         "election"           "fatiguing"         
## [3853] "assented"           "hardship"           "obligation"        
## [3856] "Parliament"         "directed"           "M.P"               
## [3859] "declares"           "Don't"              "irrational"        
## [3862] "palm"               "abuses"             "languages"         
## [3865] "asking"             "decline"            "changing"          
## [3868] "gathered"           "confirmation"       "inquiring"         
## [3871] "intimately"         "Somehow"            "Weymouth"          
## [3874] "However"            "unluckily"          "inquire"           
## [3877] "neighbour"          "Monday"             "Bond-street"       
## [3880] "Surely"             "praises"            "flattered"         
## [3883] "wherever"           "lucky"              "objected"          
## [3886] "school"             "21"                 "entertain"         
## [3889] "Charlotte's"        "simply"             "unsuitableness"    
## [3892] "existed"            "zeal"               "relations"         
## [3895] "invite"             "fashionable"        "resigned"          
## [3898] "philosophy"         "contenting"         "reprimand"         
## [3901] "ungenteel"          "unfashionable"      "dress"             
## [3904] "doatingly"          "enthusiastic"       "Steeles"           
## [3907] "sweetest"           "guests"             "Benevolent"        
## [3910] "philanthropic"      "Lucy"               "creatures"         
## [3913] "coach"              "playthings"         "prevail"           
## [3916] "obtain"             "anew"               "boasting"          
## [3919] "consequent"         "introduction"       "sharp"             
## [3922] "smartness"          "actual"             "judicious"         
## [3925] "extolling"          "courting"           "humouring"         
## [3928] "whims"              "importunate"        "patterns"          
## [3931] "unceasing"          "foibles"            "rapacious"         
## [3934] "human"              "beings"             "credulous"         
## [3937] "exorbitant"         "swallow"            "endurance"         
## [3940] "offspring"          "viewed"             "complacency"       
## [3943] "encroachments"      "mischievous"        "submitted"         
## [3946] "sashes"             "untied"             "ears"              
## [3949] "work-bags"          "searched"           "knives"            
## [3952] "stolen"             "reciprocal"         "suggested"         
## [3955] "composedly"         "claiming"           "Steeles's"         
## [3958] "pocket"             "monkey"             "boy's"             
## [3961] "pinching"           "lady's"             "fondly"            
## [3964] "playful"            "William"            "Annamaria"         
## [3967] "caressing"          "bestowing"          "embraces"          
## [3970] "scratching"         "child's"            "pattern"           
## [3973] "gentleness"         "screams"            "outdone"           
## [3976] "professedly"        "consternation"      "surpass"           
## [3979] "critical"           "emergency"          "assuage"           
## [3982] "agonies"            "sufferer"           "lap"               
## [3985] "kisses"             "bathed"             "lavender-water"    
## [3988] "knees"              "mouth"              "stuffed"           
## [3991] "sugar"              "plums"              "screamed"          
## [3994] "sobbed"             "lustily"            "kicked"            
## [3997] "brothers"           "soothings"          "ineffectual"       
## [4000] "luckily"            "remembering"        "apricot"           
## [4003] "marmalade"          "successfully"       "bruised"           
## [4006] "temple"             "remedy"             "proposed"          
## [4009] "scratch"            "quest"              "medicine"          
## [4012] "chose"              "entreated"          "Steele"            
## [4015] "sad"                "reality"            "trivial"           
## [4018] "task"               "lies"               "eclat"             
## [4021] "doat"               "distractedly"       "outside"           
## [4024] "freedom"            "estimate"           "beaux"             
## [4027] "vast"               "I'm"                "an't"              
## [4030] "there's"            "lief"               "vastly"            
## [4033] "nasty"              "Rose"               "beau"              
## [4036] "clerk"              "Simpson"            "fit"               
## [4039] "Lord"               "Anne"               "specimen"          
## [4042] "blinded"            "shrewd"             "youngest"          
## [4045] "artlessness"        "niggardly"          "proportion"        
## [4048] "dealt"              "lot"                "consists"          
## [4051] "situations"         "Twill"              "luck"              
## [4054] "proclaiming"        "somewhat"           "newer"             
## [4057] "conjectural"        "significancy"       "nods"              
## [4060] "winks"              "productive"         "countless"         
## [4063] "wittiest"           "alphabet"           "alluded"           
## [4066] "impertinently"      "inquisitiveness"    "sport"             
## [4069] "audible"            "it's"               "sister-in-law's"   
## [4072] "amendment"          "assertions"         "uncle's"           
## [4075] "petty"              "communicate"        "unavailing"        
## [4078] "22"                 "toleration"         "vulgarity"         
## [4081] "advances"           "checked"            "endeavour"         
## [4084] "engaging"           "striving"           "communication"     
## [4087] "amusing"            "powers"             "aid"               
## [4090] "illiterate"         "mental"             "thorough"          
## [4093] "rectitude"          "assiduities"        "flatteries"        
## [4096] "insincerity"        "instruction"        "equality"          
## [4099] "toward"             "deference"          "valueless"         
## [4102] "personally"         "DID"                "cautious"          
## [4105] "enquiring"          "curious"            "trusting"          
## [4108] "manage"             "MAY"                "amiably"           
## [4111] "bashful"            "Good"               "heavens"           
## [4114] "Robert"             "ROBERT"             "fixing"            
## [4117] "Astonishment"       "disbelief"          "assertion"         
## [4120] "divine"             "varied"             "firm"              
## [4123] "incredulity"        "hysterical"         "swoon"             
## [4126] "faithfully"         "dependence"         "trusted"           
## [4129] "paused"             "cautiously"         "shocked"           
## [4132] "date"               "Pratt"              "Longstaple"        
## [4135] "pupil"              "revived"            "companion's"       
## [4138] "falsehood"          "Engaged"            "beg"               
## [4141] "pardon"             "surely"             "Street"            
## [4144] "deceived"           "depends"            "perplexity"        
## [4147] "OCCASION"           "suspecting"         "sink"              
## [4150] "heaven"             "puts"               "painting"          
## [4153] "hasty"              "detecting"          "likeness"          
## [4156] "calmly"             "paces"              "keeping"           
## [4159] "exceeding"          "proud"              "imagining"         
## [4162] "hoping"             "Lucy's"             "Besides"           
## [4165] "betraying"          "tongue"             "fright"            
## [4168] "t'other"            "lest"               "alive"             
## [4171] "suspense"           "uncertainty"        "seldom"            
## [4174] "compassionate"      "wiping"             "break"             
## [4177] "miserable"          "advise"             "Pardon"            
## [4180] "provide"            "sometime"           "cast"              
## [4183] "low-spirited"       "feelingly"          "veracity"          
## [4186] "remembered"         "names"              "writes"            
## [4189] "wretched"           "carelessly"         "tired"             
## [4192] "sheet"              "obtained"           "subsist"           
## [4195] "positive"           "authorised"         "struggled"         
## [4198] "success"            "Writing"            "separations"       
## [4201] "confounded"         "editions"           "Volume"            
## [4204] "1"                  "ends"               "23"                
## [4207] "answerable"         "inventing"          "asserted"          
## [4210] "proofs"             "indisputable"       "alarming"          
## [4213] "dissatisfaction"    "prospects"          "evidence"          
## [4216] "condemning"         "unfairly"           "aside"             
## [4219] "ill-treatment"      "dupe"               "considerations"    
## [4222] "deceiving"          "feigned"            "illusion"          
## [4225] "softener"           "forgive"            "blamable"          
## [4228] "defended"           "injured"            "pitiable"          
## [4231] "hopeless"           "deprived"           "regain"            
## [4234] "tranquillity"       "infatuation"        "succeeding"        
## [4237] "rationally"         "defects"            "frivolous"         
## [4240] "supposition"        "alienated"          "unkindness"        
## [4243] "Supported"          "unhappiness"        "consoled"          
## [4246] "forfeit"            "guard"              "extinction"        
## [4249] "mourning"           "obstacles"          "divide"            
## [4252] "perfections"        "entrusted"          "aggravation"       
## [4255] "condemnation"       "flow"               "counsel"           
## [4258] "firmness"           "unshaken"           "regrets"           
## [4261] "poignant"           "renewing"           "agitation"         
## [4264] "venturing"          "confessedly"        "evidently"         
## [4267] "joking"             "weight"             "disclosure"        
## [4270] "rival's"            "honesty"            "combat"            
## [4273] "unwounded"          "mistrust"           "repetition"        
## [4276] "joining"            "chat"               "eating"            
## [4279] "consequences"       "meetings"           "affording"         
## [4282] "charity"            "club"               "foresaw"           
## [4285] "fairer"             "opening"            "permission"        
## [4288] "compliant"          "seclude"            "happily"           
## [4291] "frightful"          "novelty"            "accompanied"       
## [4294] "impossibility"      "tea-things"         "card-table"        
## [4297] "entertained"        "preparation"        "finish"            
## [4300] "Annamaria's"        "filigree"           "candlelight"       
## [4303] "to-morrow"          "recollected"        "disappoint"        
## [4306] "angel"              "supper"             "bell"              
## [4309] "working"            "candles"            "reseated"          
## [4312] "alacrity"           "infer"              "spoilt"            
## [4315] "rubber"             "Casino"             "Ladyship"          
## [4318] "touched"            "tuned"              "smooth"            
## [4321] "toned"              "rolling"            "papers"            
## [4324] "labour"             "singly"             "terrible"          
## [4327] "joyfully"           "profited"           "proposals"         
## [4330] "condescend"         "practise"           "rivals"            
## [4333] "utmost"             "harmony"            "forwarding"        
## [4336] "wrapped"            "forgotten"          "safely"            
## [4339] "introduce"          "risk"               "24"                
## [4342] "undeserving"        "apologize"          "breaking"          
## [4345] "ice"                "somehow"            "Offended"          
## [4348] "truest"             "quarrelling"        "relieve"           
## [4351] "madness"            "robbing"            "constancy"         
## [4354] "deprive"            "your's"             "failed"            
## [4357] "guarding"           "test"               "trial"             
## [4360] "unpardonable"       "lowness"            "observant"         
## [4363] "quick-sighted"      "impose"             "tediousness"       
## [4366] "involve"            "owning"             "headstrong"        
## [4369] "anger"              "frightens"          "measures"          
## [4372] "disinterestedness"  "coxcomb"            "ear"               
## [4375] "coxcombs"           "modestest"          "prettiest"         
## [4378] "likes"              "modest"             "bit"               
## [4381] "lip"                "angrily"            "lower"             
## [4384] "powerful"           "protection"         "concerto"          
## [4387] "scheme"             "prefer"             "incumbent"         
## [4390] "deep"               "dissolving"         "beset"             
## [4393] "agitated"           "solemnity"          "effectually"       
## [4396] "frighten"           "dividing"           "Tis"               
## [4399] "pique"              "laying"             "stress"            
## [4402] "biased"             "partly"             "duration"          
## [4405] "accustomary"        "brightened"         "unlucky"           
## [4408] "January"            "conclusion"         "confidential"      
## [4411] "reluctance"         "card"               "self-interest"     
## [4414] "induce"             "weary"              "introducing"       
## [4417] "inform"             "confidante"         "dismissed"         
## [4420] "conversations"      "lengthened"         "implied"           
## [4423] "fulfill"            "celebration"        "festival"          
## [4426] "dinners"            "proclaim"           "25"                
## [4429] "spending"           "portion"            "habitation"        
## [4432] "traded"             "streets"            "Portman"           
## [4435] "Square"             "approach"           "thither"           
## [4438] "unexpectedly"       "Misses"             "accompany"         
## [4441] "alleged"            "refusal"            "DO"                
## [4444] "I've"               "shan't"             "Betty"             
## [4447] "chaise"             "merrier"            "ways"              
## [4450] "bless"              "poking"             "strike"            
## [4453] "insured"            "referred"           "cautiousness"      
## [4456] "disregard"          "wounding"           "irritable"         
## [4459] "witness"            "foresee"            "accrue"            
## [4462] "quietly"            "bedrooms"           "SHOULD"            
## [4465] "motherly"           "faults"             "estranged"         
## [4468] "obviating"          "impediment"         "formidable"        
## [4471] "obstacle"           "separately"         "scruples"          
## [4474] "unpleasantness"     "persisted"          "sole"              
## [4477] "guidance"           "abandoned"          "mercy"             
## [4480] "reconciled"         "abridgement"        "BOTH"              
## [4483] "nonsensical"        "anticipate"         "sources"           
## [4486] "attempting"         "weaken"             "shock"             
## [4489] "revealed"           "attack"             "lifted"            
## [4492] "prevailing"         "dread"              "acquisition"       
## [4495] "putting"            "counteracted"       "unconcern"         
## [4498] "exhilarated"        "elevated"           "perturbation"      
## [4501] "impatience"         "restorative"        "score"             
## [4504] "eternal"            "station"            "26"                
## [4507] "unsuited"           "measure"            "overlooked"        
## [4510] "rapture"            "beamed"             "blank"             
## [4513] "cheerless"          "gladly"             "watching"          
## [4516] "zealous"            "ascertain"          "unfavourable"      
## [4519] "events"             "banish"             "complaisance"      
## [4522] "companionableness"  "wrapt"              "exclamation"       
## [4525] "exclusively"        "addressed"          "solicitous"        
## [4528] "choose"             "inn"                "extort"            
## [4531] "preferring"         "salmon"             "cod"               
## [4534] "boiled"             "fowls"              "veal"              
## [4537] "cutlets"            "released"           "luxury"            
## [4540] "handsomely"         "mantelpiece"        "silks"             
## [4543] "mysteriously"       "sealed"             "W"                 
## [4546] "ringing"            "footman"            "conveyed"          
## [4549] "two-penny"          "flutter"            "sound"             
## [4552] "rap"                "neighbouring"       "starting"          
## [4555] "borne"              "seconds"            "ecstasy"           
## [4558] "exclaiming"         "unnoticed"          "demanded"          
## [4561] "head-aches"         "fatigues"           "decently"          
## [4564] "caused"             "fearful"            "Cartwright"        
## [4567] "bee"                "conjure"            "commissioned"      
## [4570] "somewhere"          "let's"              "secrets"           
## [4573] "mildness"           "thoughtful"         "agreeing"          
## [4576] "forget"             "concerning"         "shops"             
## [4579] "purchases"          "Wherever"           "watch"             
## [4582] "Bond"               "shop"               "abstracted"        
## [4585] "occupied"           "Restless"           "dawdled"           
## [4588] "indecision"         "flew"               "sorrowful"         
## [4591] "parcels"            "negative"           "porter"            
## [4594] "permitting"         "mysterious"         "interference"      
## [4597] "appearances"        "represent"          "strongest"         
## [4600] "whist"              "backwards"          "forwards"          
## [4603] "long-expected"      "27"                 "holds"             
## [4606] "tis"                "day's"              "souls"             
## [4609] "Frosts"             "severity"           "extreme"           
## [4612] "nay"                "freeze"             "tonight"           
## [4615] "Mary"               "privacy"            "eluded"            
## [4618] "watchfulness"       "frost"              "variations"        
## [4621] "colder"             "muff"               "afternoon"         
## [4624] "persevered"         "symptoms"           "excepting"         
## [4627] "city"               "Pleased"            "compound"          
## [4630] "amuse"              "derived"            "occurrence"        
## [4633] "strengthening"      "grieved"            "watched"           
## [4636] "God"                "escaped"            "precious"          
## [4639] "unfit"              "Berkeley"           "expecting"         
## [4642] "Me"                 "aloud"              "Conduit"           
## [4645] "requesting"         "Business"           "appointment"       
## [4648] "indisposed"         "contrived"          "collect"           
## [4651] "ball"               "unpremeditated"     "allowable"         
## [4654] "reputation"         "risking"            "nine"              
## [4657] "violins"            "side-board"         "collation"         
## [4660] "recognition"        "nodded"             "sauntered"         
## [4663] "Invited"            "street"             "Impatient"         
## [4666] "lead"               "awakening"          "health"            
## [4669] "delayed"            "morrow"             "application"       
## [4672] "urging"             "plea"               "demand"            
## [4675] "foretold"           "hated"              "impatiently"       
## [4678] "unwell"             "to-day"             "disclosing"        
## [4681] "remains"            "debated"            "liable"            
## [4684] "shield"             "imaginable"         "confirm"           
## [4687] "28"                 "dispirited"         "stirring"          
## [4690] "altering"           "attitude"           "destination"       
## [4693] "string"             "alighted"           "landing-place"     
## [4696] "splendidly"         "lit"                "insufferably"      
## [4699] "tribute"            "curtsying"          "permitted"         
## [4702] "mingle"             "crowd"              "heat"              
## [4705] "necessarily"        "Cassino"            "moving"            
## [4708] "chairs"             "unobserved"         "Pray"              
## [4711] "betray"             "feature"            "approached"        
## [4714] "inquired"           "shake"              "During"            
## [4717] "struggling"         "Tuesday"            "regretted"         
## [4720] "notes"              "wildest"            "heaven's"          
## [4723] "dreadfully"         "reviving"           "lavender"          
## [4726] "Go"                 "peace"              "Wait"              
## [4729] "incessantly"        "exclamations"       "entreat"           
## [4732] "Scarcely"           "oppressed"          "hartshorn"         
## [4735] "undressed"          "subsisted"          "feed"              
## [4738] "consciousness"      "misconduct"         "unprincipled"      
## [4741] "sporting"           "investigation"      "Absence"           
## [4744] "weakened"           "pangs"              "await"             
## [4747] "deepest"            "ESTEEM"             "embitter"          
## [4750] "uniting"            "heighten"           "final"             
## [4753] "irreconcilable"     "rupture"            "29"                
## [4756] "house-maid"         "gloomy"             "dressed"           
## [4759] "kneeling"           "window-seats"       "permit"            
## [4762] "sobs"               "considerate"        "desperate"         
## [4765] "bursts"             "intervals"          "pen"               
## [4768] "sooth"              "tranquilize"        "nervous"           
## [4771] "irritability"       "requiring"          "wander"            
## [4774] "avoiding"           "pitying"            "meal"              
## [4777] "death-like"         "paleness"           "sickness"          
## [4780] "tremour"            "liking"             "measuring"         
## [4783] "lengths"            "worsted"            "rug"               
## [4786] "disappeared"        "desperately"        "foolish"           
## [4789] "grievous"           "Ma'am"              "imply"             
## [4792] "wedding"            "spreading"          "report"            
## [4795] "choked"             "joint"              "covering"          
## [4798] "follows"            "DEAR"               "MADAM"             
## [4801] "acknowledgments"    "unintentional"      "guarded"           
## [4804] "obey"               "commands"           "obligingly"        
## [4807] "Madam"              "obedient"           "humble"            
## [4810] "JOHN"               "WILLOUGHBY"         "impudently"        
## [4813] "cruel"              "release"            "faith"             
## [4816] "insult"             "proclaimed"         "writer"            
## [4819] "hardened"           "villainy"           "perusal"           
## [4822] "served"             "bitter"             "deeper"            
## [4825] "treating"           "disengagement"      "worst"             
## [4828] "irremediable"       "evils"              "deliverance"       
## [4831] "contents"           "depravity"          "dictate"           
## [4834] "unread"             "unreasonably"       "chariot"           
## [4837] "Determined"         "contributing"       "floor"             
## [4840] "giddy"              "food"               "nights"            
## [4843] "slept"              "aching"             "stomach"           
## [4846] "faintness"          "glass"              "wine"              
## [4849] "COULD"              "exclaim"            "anguish"           
## [4852] "torrent"            "unresisted"         "Exert"             
## [4855] "kill"               "Think"              "hate"              
## [4858] "torture"            "Happy"              "oh"                
## [4861] "solemnly"           "wildly"             "CAN"               
## [4864] "Mine"               "comforts"           "Engagement"        
## [4867] "hither"             "to-night"           "adieu"             
## [4870] "M.D"                "earlier"            "Again"             
## [4873] "repulsed"           "insulting"          "justification"     
## [4876] "misinformed"        "acted"              "grieve"            
## [4879] "insincere"          "acquit"             "hazarded"          
## [4882] "unsolicited"        "warranted"          "condemned"         
## [4885] "strictest"          "covenant"           "blackest"          
## [4888] "art"                "supplication"       "firmer"            
## [4891] "cruelly"            "Dearest"            "instigated"        
## [4894] "leagued"            "cruelty"            "whoever"           
## [4897] "barbarous"          "bely"               "contend"           
## [4900] "Whoever"            "detestably"         "enemy"             
## [4903] "malignant"          "triumph"            "nobly"             
## [4906] "innocence"          "supports"           "laudable"          
## [4909] "pride"              "resists"            "malevolence"       
## [4912] "mortification"      "discerning"         "posts"             
## [4915] "shuddering"         "Cruel"              "clearing"          
## [4918] "repeating"          "barbarously"        "insolent"          
## [4921] "premeditated"       "female"             "ensued"            
## [4924] "To-morrow"          "regards"            "posture"           
## [4927] "constrained"        "drops"              "30"                
## [4930] "good-for-nothing"   "Taylor"             "Grey"              
## [4933] "abominably"         "plague"             "dressing"          
## [4936] "admirers"           "cry"                "Parrys"            
## [4939] "Sandersons"         "tiptoe"             "friend's"          
## [4942] "bustle"             "governed"           "adjusting"         
## [4945] "summoned"           "well-meant"         "abstraction"       
## [4948] "distressing"        "civilities"         "fondness"          
## [4951] "holidays"           "tempted"            "amused"            
## [4954] "cure"               "sweetmeats"         "olives"            
## [4957] "Misery"             "sign"               "grieves"           
## [4960] "finishing"          "cherries"           "oddest"            
## [4963] "Fifty"              "stylish"            "aunt"              
## [4966] "Biddy"              "Henshawe"           "wealthy"           
## [4969] "pieces"             "signify"            "promises"          
## [4972] "fly"                "grows"              "reform"            
## [4975] "now-a-days"         "Walker"             "hinted"            
## [4978] "Ellison"            "Ellisons"           "guardians"         
## [4981] "moan"               "by-and-by"          "hates"             
## [4984] "wants"              "Let"                "joked"             
## [4987] "naming"             "allusion"           "good-nature"       
## [4990] "blown"              "cases"              "THIS"              
## [4993] "Law"                "defend"             "House"             
## [4996] "enforcement"        "hilarity"           "ill-wind"          
## [4999] "Mind"               "Mid-summer"         "he'll"             
## [5002] "chuckle"            "Two"                "debt"              
## [5005] "drawback"           "love-child"         "prenticed"         
## [5008] "cost"               "fashioned"          "fruit-trees"       
## [5011] "mulberry"           "dove-cote"          "stew-ponds"        
## [5014] "canal"              "close"              "quarter"           
## [5017] "turnpike-road"      "yew"                "arbour"            
## [5020] "butcher"            "parsonage-house"    "stone's"           
## [5023] "prettier"           "meat"               "shoulder"          
## [5026] "mutton"             "drives"             "rising"            
## [5029] "compliance"         "pillow"             "repaired"          
## [5032] "wine-glass"         "Constantia"         "tasted"            
## [5035] "Whenever"           "colicky"            "gout"              
## [5038] "regretting"         "compromise"         "swallowed"         
## [5041] "reflected"          "healing"            "fancied"           
## [5044] "tea-table"          "presided"           "whispered"         
## [5047] "hesitatingly"       "KNEW"               "elucidation"       
## [5050] "unfolded"           "unfathomable"       "stationer's"       
## [5053] "Pall"               "Mall"               "preparations"      
## [5056] "identify"           "stayed"             "Grey's"            
## [5059] "guardian"           "sufferings"         "proportionately"   
## [5062] "Till"               "hardness"           "instantaneous"     
## [5065] "bloom"              "31"                 "awoke"             
## [5068] "closed"             "impetuous"          "innocent"          
## [5071] "acquitting"         "uniform"            "sympathy"          
## [5074] "gossip"             "refinement"         "delicacies"        
## [5077] "polished"           "Thus"               "weakness"          
## [5080] "prove"              "impulse"            "goodwill"          
## [5083] "outstretched"       "contrition"         "explanatory"       
## [5086] "convincing"         "rushing"            "inforce"           
## [5089] "unwelcome"          "happiest"           "streamed"          
## [5092] "passionate"         "withdrew"           "referring"         
## [5095] "page"               "confident"          "relying"           
## [5098] "intreat"            "dearer"             "positively"        
## [5101] "refusing"           "directions"         "nerves"            
## [5104] "HAD"                "retreating"         "conscience"        
## [5107] "proved"             "error"              "esteeming"         
## [5110] "lightly"            "salutation"         "desiring"          
## [5113] "VERY"               "useful"             "tending"           
## [5116] "HERS"               "awkward"            "narrator"          
## [5119] "SHALL"              "sighing"            "heavily"           
## [5122] "diffuse"            "resembling"         "orphan"            
## [5125] "infancy"            "guardianship"       "ages"              
## [5128] "playfellows"        "Eliza"              "judging"           
## [5131] "Hers"               "fervent"            "encumbered"        
## [5134] "blindly"            "relate"             "eloping"           
## [5137] "Scotland"           "treachery"          "cousin's"          
## [5140] "maid"               "lament"             "pleasures"         
## [5143] "inexperienced"      "restrain"           "regiment"          
## [5146] "divorce"            "threw"              "gloom"             
## [5149] "arrive"             "search"             "fruitless"         
## [5152] "trace"              "seducer"            "sin"               
## [5155] "adequate"           "extravagance"       "Regard"            
## [5158] "fallen"             "spunging-house"     "faded"             
## [5161] "acute"              "blooming"           "healthful"         
## [5164] "doted"              "endured"            "beholding"         
## [5167] "stage"              "consumption"        "Life"              
## [5170] "lodgings"           "fate"               "disgraced"         
## [5173] "fates"              "untouched"          "fourteen"          
## [5176] "handle"             "WILL"               "concise"           
## [5179] "discharged"         "fourteenth"         "residing"          
## [5182] "Dorsetshire"        "imprudently"        "Bath"              
## [5185] "deserved"           "obstinate"          "clue"              
## [5188] "well-meaning"       "ranging"            "unconcerned"       
## [5191] "forwarded"          "incivility"         "availed"           
## [5194] "Would"              "smiles"             "seduced"           
## [5197] "creditable"         "relieved"           "dissipated"        
## [5200] "Knowing"            "irresolute"         "interfering"       
## [5203] "reclaim"            "dishonorable"       "usage"             
## [5206] "doubtless"          "compares"           "pictures"          
## [5209] "tormented"          "self-reproach"      "Concern"           
## [5212] "strengthen"         "communicating"      "afflictions"       
## [5215] "recital"            "endeavors"          "irritates"         
## [5218] "unworthiness"       "easier"             "confessed"         
## [5221] "reluctantly"        "punish"             "sighed"            
## [5224] "soldier"            "presumed"           "lying-in"          
## [5227] "delivery"           "Recollecting"       "32"                
## [5230] "submissive"         "vindication"        "irritated"         
## [5233] "seduction"          "desertion"          "ONCE"              
## [5236] "preyed"             "brooding"           "answering"         
## [5239] "Long"               "Bad"                "humiliating"       
## [5242] "origin"             "Against"            "individual"        
## [5245] "afflicting"         "shorten"            "comprise"          
## [5248] "occupations"        "cheat"              "spurned"           
## [5251] "Design"             "other's"            "negligence"        
## [5254] "retirement"         "paying"             "foreseeing"        
## [5257] "alleviation"        "doomed"             "comforted"         
## [5260] "militate"           "carefulness"        "reaped"            
## [5263] "scoundrel"          "dog"                "Folly's"           
## [5266] "puppies"            "drop"               "thankful"          
## [5269] "everybody"          "coachmaker's"       "painter"           
## [5272] "portrait"           "warehouse"          "clamorous"         
## [5275] "exciting"           "circle"             "qualification"     
## [5278] "worried"            "officious"          "condolence"        
## [5281] "vent"               "dignity"            "assemblies"        
## [5284] "abundantly"         "earned"             "soften"            
## [5287] "humiliations"       "oblige"             "THESE"             
## [5290] "good-will"          "augmented"          "Midsummer"         
## [5293] "Michaelmas"         "honours"            "mulberry-tree"     
## [5296] "Early"              "receipt"            "office"            
## [5299] "informing"          "Willoughbys"        "degrees"           
## [5302] "Bartlett's"         "Buildings"          "Holburn"           
## [5305] "grand"              "Streets"            "gracious"          
## [5308] "overpowering"       "STILL"              "emphasis"          
## [5311] "awhile"             "TOLD"               "MONTH"             
## [5314] "amazingly"          "WORD"               "exultation"        
## [5317] "Dr"                 "Davies"             "we'd"              
## [5320] "post-chaise"        "genteelly"          "shillings"         
## [5323] "Doctor"             "affectedly"         "simpering"         
## [5326] "laughs"             "hour's"             "Nancy"             
## [5329] "crossing"           "cessation"          "hostile"           
## [5332] "interposed"         "silenced"           "plagued"           
## [5335] "US"                 "gown"               "that's"            
## [5338] "governing"          "33"                 "yielded"           
## [5341] "expressly"          "conditioned"        "Gray's"            
## [5344] "Sackville"          "negotiation"        "old-fashioned"     
## [5347] "jewels"             "transacted"         "their's"           
## [5350] "ascending"          "tend"               "counter"           
## [5353] "quickest"           "quicker"            "correctness"       
## [5356] "toothpick-case"     "shape"              "ornaments"         
## [5359] "inventive"          "comprised"          "broad"             
## [5362] "stares"             "imprint"            "sterling"          
## [5365] "insignificance"     "puppyism"           "deciding"          
## [5368] "horrors"            "toothpick-cases"    "inspection"        
## [5371] "bedroom"            "ivory"              "pearls"            
## [5374] "named"              "gloves"             "leisurely"         
## [5377] "conceit"            "respectful"         "beasts"            
## [5380] "Exchange"           "bespeak"            "seal"              
## [5383] "mother-in-law's"    "Excellent"          "serve"             
## [5386] "duly"               "pretence"           "eyed"              
## [5389] "narrowly"           "pitch"              "TWICE"             
## [5392] "secures"            "undecided"          "hang"              
## [5395] "encouragements"     "prior"              "insurmountable"    
## [5398] "universal"          "ALL"                "PARTIES"           
## [5401] "truly"              "vouchsafe"          "remarkable"        
## [5404] "Hon"                "Morton"             "bank-notes"        
## [5407] "assent"             "enclosure"          "Common"            
## [5410] "drain"              "Kingham"            "Farm"              
## [5413] "Gibson"             "land"               "adjoining"         
## [5416] "HAS"                "More"               "intrinsically"     
## [5419] "purchase-money"     "stocks"             "banker's"          
## [5422] "Other"              "bequeathed"         "Far"               
## [5425] "repine"             "undoubted"          "green-house"       
## [5428] "flower-garden"      "knoll"              "walnut"            
## [5431] "slope"              "thorns"             "patches"           
## [5434] "brow"               "provocation"        "Having"            
## [5437] "buying"             "pair"               "ear-rings"         
## [5440] "cheerfuller"        "dies"               "descend"           
## [5443] "Few"                "saves"              "Whereas"           
## [5446] "conscientious"      "kinder"             "prosperity"        
## [5449] "thin"               "complaint"          "destroys"          
## [5452] "likelihood"         "relinquished"       "promoting"         
## [5455] "compunction"        "easiest"            "atoning"           
## [5458] "Abundance"          "well-behaved"       "scruple"           
## [5461] "prepossessed"       "associate"          "34"                
## [5464] "rewarded"           "selfishness"        "mutually"          
## [5467] "sympathised"        "demeanor"           "suit"              
## [5470] "proud-looking"      "uncordial"          "sedulously"        
## [5473] "deed"               "flowed"             "detection"         
## [5476] "prodigiously"       "Harley"             "powerfully"        
## [5479] "pleasantly"         "nieces"             "seats"             
## [5482] "apprehensions"      "inflicting"         "Pity"              
## [5485] "Morton's"           "behold"             "utter"             
## [5488] "irrepressible"      "envy"               "upright"           
## [5491] "sourness"           "aspect"             "sallow"            
## [5494] "contraction"        "rescued"            "proportioned"      
## [5497] "spirited"           "graciousness"       "mortify"           
## [5500] "pointedly"          "misapplied"         "mean-spirited"     
## [5503] "despising"          "honorably"          "teazed"            
## [5506] "bespoke"            "Mistress's"         "Master's"          
## [5509] "indigence"          "laboured"           "disqualifications" 
## [5512] "Want"               "gentlemen"          "politics"          
## [5515] "inclosing"          "coffee"             "comparative"       
## [5518] "heights"            "tallest"            "politely"          
## [5521] "grandmothers"       "descendant"         "William's"         
## [5524] "enforcing"          "declaring"          "screens"           
## [5527] "mounted"            "ornamented"         "officiously"       
## [5530] "handed"             "disclaiming"        "connoisseurship"   
## [5533] "Middletons's"       "considerately"      "Hum"               
## [5536] "paint"              "delightfully"       "beautifully"       
## [5539] "Beautifully"        "provoked"           "stiffly"           
## [5542] "retort"             "philippic"          "audacity"          
## [5545] "foretell"           "distresses"         "wounded"           
## [5548] "horror"             "arm"                "hiding"            
## [5551] "intelligent"        "salts"              "enraged"           
## [5554] "author"             "retained"           "constitution"      
## [5557] "BEEN"               "35"                 "undesirable"       
## [5560] "meanness"           "prejudice"          "perplexed"         
## [5563] "retarded"           "OWN"                "creation"          
## [5566] "caprice"            "rejoice"            "OUGHT"             
## [5569] "ELINOR"             "derive"             "affable"           
## [5572] "dreaded"            "affability"         "Civil"             
## [5575] "hauteur"            "spends"             "courtesy"          
## [5578] "door's"             "servant's"          "advance"           
## [5581] "unpleasantest"      "LOOK"               "deter"             
## [5584] "re-assurance"       "courage"            "exceeded"          
## [5587] "rare"               "demure"             "contribution"      
## [5590] "volunteer"          "heroically"         "fetching"          
## [5593] "loitered"           "high-minded"        "witnesses"         
## [5596] "conciliate"         "benignant"          "muttered"          
## [5599] "admirable"          "relatives"          "revenge"           
## [5602] "sting"              "scrupulous"         "performing"        
## [5605] "ill-suited"         "thirds"             "auditors"          
## [5608] "unexhilarating"     "Going"              "outstaid"          
## [5611] "teazing"            "longest"            "steadily"          
## [5614] "tricked"            "expose"             "36"                
## [5617] "Within"             "newspapers"         "Thomas"            
## [5620] "Esq"                "heir"               "paragraph"         
## [5623] "temporary"          "influenced"         "intruding"         
## [5626] "THEIR"              "monopolize"         "satirical"         
## [5629] "flattery"           "administer"         "discomposed"       
## [5632] "reconcile"          "conciliation"       "lighter"           
## [5635] "anymore"            "jealousies"         "discontents"       
## [5638] "unsuspected"        "congratulated"      "detail"            
## [5641] "unfatherly"         "infants"            "baby"              
## [5644] "proposition"        "befell"             "imaginations"      
## [5647] "last-arrived"       "outrun"             "misconstruction"   
## [5650] "mode"               "mechanically"       "evening's"         
## [5653] "toilet"             "price"              "gowns"             
## [5656] "washing"            "per"                "scrutinies"        
## [5659] "douceur"            "undergoing"         "shoes"             
## [5662] "punctuality"        "preceded"           "coachman"          
## [5665] "performers"         "unrestrained"       "harp"              
## [5668] "violoncello"        "excursive"          "glances"           
## [5671] "group"              "lecture"            "familiarly"        
## [5674] "stroke"             "ill-humour"         "emptiness"         
## [5677] "lamenting"          "GAUCHERIE"          "mixing"            
## [5680] "candidly"           "generously"         "tuition"           
## [5683] "Westminster"        "Pratt's"            "reside"            
## [5686] "Dawlish"            "surprising"         "hearty"            
## [5689] "protest"            "Courtland"          "Bonomi's"          
## [5692] "accommodations"     "Elliott's"          "Dartford"          
## [5695] "Elliott"            "managed"            "card-tables"       
## [5698] "library"            "refreshments"       "saloon"            
## [5701] "measured"           "precisely"          "spacious"          
## [5704] "rational"           "Dennison's"         "requisite"         
## [5707] "enfranchisement"    "shews"              "humility"          
## [5710] "vigor"              "favourites"         "pacified"          
## [5713] "slyly"              "needless"           "cherishing"        
## [5716] "gratefully"         "precise"            "shown"             
## [5719] "uncommon"           "vouchsafed"         "malice"            
## [5722] "entry"              "strengthened"       "needle"            
## [5725] "emigrant"           "II"                 "37"                
## [5728] "habits"             "resume"             "fourth"            
## [5731] "resettled"          "wonderful"          "fuss"              
## [5734] "fretted"            "pimples"            "gum"               
## [5737] "Donavan"            "stepped"            "smirked"           
## [5740] "simpered"           "turns"              "There's"           
## [5743] "conjurer"           "popt"               "carpet-work"       
## [5746] "Lord's"             "hysterics"          "dressing-room"     
## [5749] "steward"            "dreaming"           "fury"              
## [5752] "fainting"           "bitterly"           "packed"            
## [5755] "THEN"               "uproar"             "hears"             
## [5758] "scornfully"         "people's"           "to-do"             
## [5761] "bigger"             "housemaid"          "impartiality"      
## [5764] "preparing"          "undeceiving"        "perform"           
## [5767] "dwell"              "practised"          "practicable"       
## [5770] "narration"          "belonged"           "hearer"            
## [5773] "comforter"          "unamiable"          "mankind"           
## [5776] "regularity"         "soothe"             "alarms"            
## [5779] "November"           "confirmed"          "undeceive"         
## [5782] "essential"          "harbour"            "bewitching"        
## [5785] "person's"           "punishment"         "enjoying"          
## [5788] "cries"              "caresses"           "frame"             
## [5791] "obtaining"          "bitterness"         "concessions"       
## [5794] "reparation"         "discreet"           "unchanging"        
## [5797] "dissented"          "spasm"              "throat"            
## [5800] "heroism"            "awful"              "complicated"       
## [5803] "storm"              "weathered"          "apprehended"       
## [5806] "ingratitude"        "benevolence"        "harmless"          
## [5809] "planning"           "ANY"                "prepossession"     
## [5812] "THERE"              "avail"              "Duty"              
## [5815] "Norfolk"            "land-tax"           "represented"       
## [5818] "penury"             "protested"          "advancing"         
## [5821] "clapped"            "Gracious"           "obstinacy"         
## [5824] "forbore"            "blunt"              "honest"            
## [5827] "rascal"             "deserves"           "disrespectfully"   
## [5830] "deserving"          "throughout"         "dignified"         
## [5833] "apprehension"       "wrung"              "braving"           
## [5836] "threats"            "sir"                "Born"              
## [5839] "deplorable"         "taverns"            "forbear"           
## [5842] "anybody's"          "conditions"         "lawyer"            
## [5845] "Everybody"          "galling"            "vehemence"         
## [5848] "critique"           "38"                 "disobedient"       
## [5851] "gloried"            "forgave"            "offences"          
## [5854] "urge"               "penitence"          "Sunday"            
## [5857] "Kensington"         "Gardens"            "March"             
## [5860] "accosted"           "Get"                "Clarke"            
## [5863] "WITHOUT"            "rage"               "vowed"             
## [5866] "trim"               "bonnet"             "hat"               
## [5869] "feather"            "pink"               "ribbons"           
## [5872] "IS"                 "Doctor's"           "plaguing"          
## [5875] "triumphantly"       "reports"            "spread"            
## [5878] "Godby"              "Sparks"             "Richard"           
## [5881] "Wednesday"          "Friday"             "Saturday"          
## [5884] "Once"               "curacy"             "shift"             
## [5887] "oath"               "la"                 "below"             
## [5890] "Richardson"         "interrupt"          "silk"              
## [5893] "stockings"          "Richardsons"        "interrupting"      
## [5896] "La"                 "Laughing"           "Martha"            
## [5899] "Sharpe"             "bones"              "closet"            
## [5902] "chimney-board"      "uppermost"          "lodging"           
## [5905] "huswifes"           "Bishop"             "ordained"          
## [5908] "giggling"           "I'd"                "bout"              
## [5911] "Good-by"            "kindly"             "spotted"           
## [5914] "muslin"             "torn"               "compliments"       
## [5917] "claimed"            "foreplanned"        "preferment"        
## [5920] "ay"                 "em"                 "furnishing"        
## [5923] "Betty's"            "Building"           "troubles"          
## [5926] "apologies"          "another's"          "trials"            
## [5929] "persecutions"       "thankfully"         "bright"            
## [5932] "twould"             "reminds"            "conclude"          
## [5935] "respectfully"       "writer's"           "comments"          
## [5938] "Very"               "prettily"           "good-hearted"      
## [5941] "39"                 "effected"           "hostess"           
## [5944] "resisted"           "detaining"          "Easter"            
## [5947] "auspicious"         "gently"             "argue"             
## [5950] "overcoming"         "Bristol"            "concurrence"       
## [5953] "statement"          "gape"               "cats"              
## [5956] "vigorous"           "sketch"             "ennui"             
## [5959] "expeditiously"      "honorable"          "piano"             
## [5962] "forte"              "intent"             "pursue"            
## [5965] "Still"              "lesson"             "apologising"       
## [5968] "badness"            "etiquette"          "motion"            
## [5971] "commended"          "Astonished"         "unlover-like"      
## [5974] "hinder"             "ejaculation"        "older"             
## [5977] "conference"         "sang-froid"         "suitor"            
## [5980] "persevering"        "rightly"            "impolitic"         
## [5983] "vacant"             "circumstanced"      "nonsense"          
## [5986] "rectory"            "200"                "L"                 
## [5989] "annum"              "presenting"         "minor"             
## [5992] "undertake"          "fortunately"        "presentation"      
## [5995] "patronage"          "unforeseen"         "differently"       
## [5998] "principal"          "misunderstood"      "worded"            
## [6001] "arisen"             "40"                 "sagaciously"       
## [6004] "withdrawn"          "TRIED"              "sensibly"          
## [6007] "Opportunity"        "Holborn"            "ordination"        
## [6010] "ho"                 "goodby"             "deliberating"      
## [6013] "congratulating"     "preferable"         "Whether"           
## [6016] "determining"        "intruded"           "recovering"        
## [6019] "charged"            "breathing"          "faster"            
## [6022] "Allow"              "well-judging"       "establish"         
## [6025] "LOOKED"             "unexpected"         "unthought-of"      
## [6028] "gathering"          "solicitation"       "Truth"             
## [6031] "benefactress"       "contributed"        "recently"          
## [6034] "respectability"     "parsonage"          "mansion-house"     
## [6037] "lodges"             "St"                 "James"             
## [6040] "befall"             "anticipation"       "reconsider"        
## [6043] "reverted"           "Really"             "Sure"              
## [6046] "marries"            "exchanged"          "forfeiting"        
## [6049] "ebullition"         "ground-floor"       "beds"              
## [6052] "living's"           "ninny"              "Parsonage"         
## [6055] "41"                 "congratulations"    "worship"           
## [6058] "saint"              "tithes"             "cows"              
## [6061] "poultry"            "verbal"             "disliked"          
## [6064] "tete-a-tete"        "assuring"           "livings"           
## [6067] "fetch"              "vacate"             "improvident"       
## [6070] "bears"              "refrain"            "impoverished"      
## [6073] "befalls"            "weak"               "retain"            
## [6076] "reasoning"          "discarded"          "accelerate"        
## [6079] "ROBERT'S"           "decisive"           "Choice"            
## [6082] "intents"            "purposes"           "gratify"           
## [6085] "self-importance"    "agitate"            "fill"              
## [6088] "uninformed"         "self-complacency"   "unfair"            
## [6091] "division"           "confirming"         "inquisitive"       
## [6094] "immoderately"       "clergyman"          "fanciful"          
## [6097] "imagery"            "prayers"            "surplice"          
## [6100] "publishing"         "banns"              "Brown"             
## [6103] "recalled"           "considerably"       "genuine"           
## [6106] "born"               "kingdom"            "intend"            
## [6109] "frantic"            "Just"               "captivate"         
## [6112] "interfere"          "hit"                "disapproving"      
## [6115] "starved"            "enamoured"          "accents"           
## [6118] "42"                 "completed"          "intercourse"       
## [6121] "promptitude"        "April"              "Hanover"           
## [6124] "respective"         "homes"              "extinguished"      
## [6127] "shedding"           "lingering"          "persecution"       
## [6130] "unseen"             "tranquility"        "restoring"         
## [6133] "prohibited"         "Somerset"           "forenoon"          
## [6136] "modern-built"       "sloping"            "lawn"              
## [6139] "pleasure-grounds"   "shrubbery"          "closer"            
## [6142] "gravel"             "plantation"         "dotted"            
## [6145] "fir"                "mountain-ash"       "acacia"            
## [6148] "thick"              "interspersed"       "Lombardy"          
## [6151] "poplars"            "swelling"           "eighty"            
## [6154] "stealing"           "shrubberies"        "eminence"          
## [6157] "Grecian"            "wide"               "tract"             
## [6160] "south-east"         "ridge"              "horizon"           
## [6163] "invaluable"         "circuit"            "luxurious"         
## [6166] "premises"           "whiled"             "lounging"          
## [6169] "gardener's"         "blights"            "dawdling"          
## [6172] "plants"             "unwarily"           "nipped"            
## [6175] "poultry-yard"       "dairy-maid"         "hens"              
## [6178] "forsaking"          "nests"              "fox"               
## [6181] "decrease"           "brood"              "merriment"         
## [6184] "dry"                "twilight"           "deterred"          
## [6187] "Reading"            "knack"              "heartiness"        
## [6190] "atoned"             "conceited"          "enlargement"       
## [6193] "reduced"            "aptitude"           "traits"            
## [6196] "idled"              "mornings"           "billiards"         
## [6199] "Epicurism"          "disinterested"      "suggestion"        
## [6202] "observer"           "unexpressed"        "wildness"          
## [6205] "oldest"             "grass"              "wettest"           
## [6208] "trifled"            "ailments"           "Prescriptions"     
## [6211] "poured"             "quarters"           "feverish"          
## [6214] "cough"              "sore"               "night's"           
## [6217] "simplest"           "remedies"           "43"                
## [6220] "shivering"          "sofa"               "nursing"           
## [6223] "medicines"          "efficacy"           "persisting"        
## [6226] "apothecary"         "examined"           "patient"           
## [6229] "restore"            "disorder"           "putrid"            
## [6232] "allowing"           "infection"          "baby's"            
## [6235] "Harris's"           "infant"             "importunity"       
## [6238] "withstood"          "helpmate"           "malady"            
## [6241] "lamentation"        "acceptably"         "piquet"            
## [6244] "affect"             "demur"              "seconded"          
## [6247] "emergence"          "owners"             "Harris"            
## [6250] "boldly"             "seizure"            "forebodings"       
## [6253] "render"             "admission"          "expel"             
## [6256] "anticipations"      "auspiciously"       "administering"     
## [6259] "cordials"           "prescribed"         "slumber"           
## [6262] "beneficial"         "unusually"          "nurses"            
## [6265] "recreating"         "housekeeper's"      "unremitting"       
## [6268] "inarticulate"       "sounds"             "awakened"          
## [6271] "accidental"         "assisting"          "despatching"       
## [6274] "messenger"          "effecting"          "rung"              
## [6277] "despondence"        "obviated"           "pre-arranged"      
## [6280] "resistance"         "post-horses"        "guide"             
## [6283] "summons"            "lessened"           "meanwhile"         
## [6286] "exactness"          "Hour"               "sleepless"         
## [6289] "delirium"           "tortured"           "incoherently"      
## [6292] "pang"               "pictured"           "arriving"          
## [6295] "darling"            "lesser"             "attendant"         
## [6298] "reproaches"         "punctual"           "unabated"          
## [6301] "stupor"             "noon"               "image"             
## [6304] "scrupled"           "reasonableness"     "bury"              
## [6307] "foregoing"          "revival"            "conning"           
## [6310] "injunction"         "Hope"               "Half"              
## [6313] "blessed"            "Others"             "breath"            
## [6316] "signs"              "gaze"               "Anxiety"           
## [6319] "felicitations"      "surpassing"         "unfeigned"         
## [6322] "unequivocal"        "doting"             "expand"            
## [6325] "demonstrations"     "breast"             "calming"           
## [6328] "enfeebled"          "supplying"          "succour"           
## [6331] "relapse"            "remind"             "slow"              
## [6334] "progress"           "sweetly"            "refreshment"       
## [6337] "capability"         "retired"            "stormy"            
## [6340] "roared"             "beat"               "blast"             
## [6343] "travellers"         "store"              "clock"             
## [6346] "ALMOST"             "dressing-closet"    "shutter"           
## [6349] "flaring"            "lamps"              "discern"           
## [6352] "vestibule"          "inner"              "lobby"             
## [6355] "rushed"             "44"                 "obeyed"            
## [6358] "Sit"                "dispatch"           "opposite"          
## [6361] "abruptness"         "God's"              "AM"                
## [6364] "mood"               "glow"               "overspreading"     
## [6367] "knave"              "fool"               "liquor"            
## [6370] "strangeness"        "intelligible"       "drunk"             
## [6373] "pint"               "beef"               "Marlborough"       
## [6376] "over-set"           "nuncheon"           "intoxication"      
## [6379] "blockhead"          "Ma"                 "LONG"              
## [6382] "accounted"          "diabolical"         "imputed"           
## [6385] "Careless"           "insist"             "associating"       
## [6388] "debts"              "re-establish"       "reprobate"         
## [6391] "injury"             "sacrificed"         "avarice"           
## [6394] "blameless"          "addresses"          "improperly"        
## [6397] "expatiate"          "scrupling"          "circumspection"    
## [6400] "contemptible"       "interim"            "heightened"        
## [6403] "hardening"          "impartial"          "libertine"         
## [6406] "passions"           "creating"           "infinitely"        
## [6409] "wanton"             "pursuing"           "extremest"         
## [6412] "omitted"            "taxed"              "purity"            
## [6415] "morality"           "discontented"       "formally"          
## [6418] "awaited"            "deliver"            "debate"            
## [6421] "undervalued"        "magnanimity"        "reproachfully"     
## [6424] "dissembling"        "reliance"           "hard-hearted"      
## [6427] "gives"              "grudge"             "rascally"          
## [6430] "tediously"          "soothing"           "infamous"          
## [6433] "metaphor"           "forbid"             "dagger"            
## [6436] "thunderbolt"        "Thunderbolts"       "daggers"           
## [6439] "undergone"          "changes"            "Relate"            
## [6442] "separated"          "remorse"            "dissipation"       
## [6445] "villain"            "chusing"            "shrugging"         
## [6448] "silencing"          "infamously"         "retreat"           
## [6451] "preserve"           "wiser"              "cool"              
## [6454] "Watched"            "Lodging"            "blundered"         
## [6457] "inducement"         "artless"            "confiding"         
## [6460] "hateful"            "Those"              "holding"           
## [6463] "Sophia"             "dying"              "hue"               
## [6466] "haste"              "breakfasting"       "Sophia's"          
## [6469] "hand-writing"       "vague"              "Affecting"         
## [6472] "playfulness"        "impudence"          "appeased"          
## [6475] "letter-writing"     "feminine"           "servilely"         
## [6478] "copying"            "sentences"          "original"          
## [6481] "diction"            "Preparation"        "couched"           
## [6484] "bluster"            "blackguard"         "reasonings"        
## [6487] "copied"             "relics"             "pocketbook"        
## [6490] "hoarded"            "kiss"               "ingratiating"      
## [6493] "virulence"          "memento"            "slightingly"       
## [6496] "atonement"          "wicked"             "inflicted"         
## [6499] "lightened"          "spontaneous"        "inconstant"        
## [6502] "Drury"              "Lane"               "vex"               
## [6505] "horridly"           "bluntly"            "imminent"          
## [6508] "ill-will"           "puppy"              "scorning"          
## [6511] "hating"             "latest"             "projects"          
## [6514] "irreparable"        "Extravagance"       "Vanity"            
## [6517] "Each"               "leading"            "outwardly"         
## [6520] "incurable"          "thence"             "letting"           
## [6523] "forgetting"         "rub"                "Domestic"          
## [6526] "Were"               "45"                 "widely"            
## [6529] "differing"          "worthless"          "commiseration"     
## [6532] "attraction"         "awaking"            "refreshed"         
## [6535] "Short"              "Eager"              "save"              
## [6538] "hall"               "joyful"             "embraced"          
## [6541] "bliss"              "stake"              "wearing"           
## [6544] "irritation"         "blamed"             "harshly"           
## [6547] "widower"            "reproved"           "errand"            
## [6550] "mend"               "temperate"          "exuberance"        
## [6553] "unthought"          "imparted"           "unawares"          
## [6556] "undesignedly"       "equalled"           "embellishments"    
## [6559] "warning"            "worthiest"          "acquired"          
## [6562] "Time"               "rooted"             "solidly"           
## [6565] "unstudied"          "accordant"          "liveliness"        
## [6568] "artificial"         "dissent"            "46"                
## [6571] "weakening"          "smoothly"           "pour"              
## [6574] "pale"               "recurrence"         "reclining"         
## [6577] "watchful"           "self-evident"       "dawned"            
## [6580] "determinate"        "hospitable"         "redeem"            
## [6583] "bidding"            "dullness"           "bodily"            
## [6586] "eventually"         "field"              "unobtrusiveness"   
## [6589] "entitled"           "subsequent"         "traced"            
## [6592] "sitting-room"       "accustom"           "rested"            
## [6595] "opera"              "containing"         "duets"             
## [6598] "bearing"            "keys"               "feebleness"        
## [6601] "abatement"          "anticipating"       "edge"              
## [6604] "Cross"              "Abbeyland"          "ruins"             
## [6607] "Priory"             "foundations"        "resorted"          
## [6610] "production"         "borrow"             "a-day"             
## [6613] "twelve-month"       "indolence"          "repining"          
## [6616] "virtuous"           "self-control"       "unfulfilled"       
## [6619] "unsettle"           "Willing"            "appointed"         
## [6622] "invalid"            "genial"             "untried"           
## [6625] "mound"              "ALWAYS"             "treasured"         
## [6628] "doubly"             "shamefully"         "unguarded"         
## [6631] "fickle"             "postponing"         "crept"             
## [6634] "compare"            "autumn"             "self-destruction"  
## [6637] "fretful"            "murmurings"         "failing"           
## [6640] "repaid"             "wronged"            "imitate"           
## [6643] "restraints"         "deserted"           "professed"         
## [6646] "unbounded"          "self-reproving"     "adhering"          
## [6649] "worry"              "solely"             "henceforth"        
## [6652] "incitement"         "humbled"            "amended"           
## [6655] "regulated"          "religion"           "hazarding"         
## [6658] "listener"           "grounded"           "repentance"        
## [6661] "protestations"      "trembled"           "whiter"            
## [6664] "panting"            "unknowingly"        "closely"           
## [6667] "dreading"           "conjecturing"       "minuteness"        
## [6670] "articulate"         "slowly"             "pre-arranging"     
## [6673] "47"                 "unmoved"            "unbroken"          
## [6676] "unblemished"        "replace"            "injure"            
## [6679] "interests"          "retailed"           "Reflection"        
## [6682] "sobered"            "deserts"            "facts"             
## [6685] "embellishment"      "astray"             "unquiet"           
## [6688] "unsteady"           "unbiased"           "practices"         
## [6691] "sensitive"          "poorly"             "expensiveness"     
## [6694] "self-denial"        "inexperience"       "LESS"              
## [6697] "economy"            "frugality"          "retrenched"        
## [6700] "management"         "abridge"            "enjoyments"        
## [6703] "quivered"           "Selfish"            "ruling"            
## [6706] "finds"              "unembarrassed"      "suffers"           
## [6709] "pecuniary"          "reckons"            "necessitous"       
## [6712] "innumerable"        "Rather"             "fairly"            
## [6715] "crime"              "enumeration"        "unitedly"          
## [6718] "unsubdued"          "studies"            "vigour"            
## [6721] "prosecution"        "tidings"            "man-servant"       
## [6724] "voluntary"          "start"              "intuitively"       
## [6727] "disordered"         "stopping"           "New"               
## [6730] "Inn"                "Sally"              "post-boys"         
## [6733] "howsever"           "they'd"             "free-spoken"       
## [6736] "westward"           "bide"               "recognised"        
## [6739] "Thomas's"           "tablecloth"         "appetites"         
## [6742] "meals"              "dessert"            "similarity"        
## [6745] "hazard"             "representation"     "misled"            
## [6748] "slighter"           "wont"               "inattentive"       
## [6751] "self-provocation"   "48"                 "mediation"         
## [6754] "lurking"            "consequently"       "self-provident"    
## [6757] "conspired"          "contriving"         "manager"           
## [6760] "economical"         "thoughtless"        "indolent"          
## [6763] "utterance"          "footsteps"          "path"              
## [6766] "merited"            "conforming"         "stammered"         
## [6769] "unintelligible"     "shaken"             "retreated"         
## [6772] "dryness"            "affirmative"        "fearing"           
## [6775] "EDWARD"             "doubtingly"         "spoiling"          
## [6778] "sheath"             "cutting"            "echoed"            
## [6781] "unspeakable"        "penetrate"          "lessening"         
## [6784] "49"                 "Unaccountable"      "pre-determined"    
## [6787] "experiencing"       "contracted"         "failure"           
## [6790] "exercising"         "commonly"           "swell"             
## [6793] "entanglement"       "flowing"            "weaknesses"        
## [6796] "errors"             "boyish"             "philosophic"       
## [6799] "twenty-four"        "unconquerable"      "outgrown"          
## [6802] "chosen"             "nominal"            "university"        
## [6805] "unnatural"          "comparisons"        "Considering"       
## [6808] "wrought"            "minds"              "Comparisons"       
## [6811] "justifying"         "compared"           "honourably"        
## [6814] "profiting"          "familiarized"       "sedateness"        
## [6817] "labor"              "incessant"          "Between"           
## [6820] "discussions"        "puzzle"             "worked"            
## [6823] "afterward"          "stupified"          "SIR"               
## [6826] "Being"              "scorn"              "Sincerely"         
## [6829] "well-wisher"        "LUCY"               "FERRARS"           
## [6832] "burnt"              "Please"             "destroy"           
## [6835] "scrawls"            "comment"            "composition"       
## [6838] "worlds"             "pages"              "substance"         
## [6841] "appropriate"        "bribing"            "disinherited"      
## [6844] "Robert's"           "jealousy"           "flourish"          
## [6847] "enlightened"        "ill-nature"         "disquiet"          
## [6850] "option"             "renounced"          "relent"            
## [6853] "WHAT"               "plead"              "FAITH"             
## [6856] "plighted"           "sacred"             "expediency"        
## [6859] "resented"           "Which"              "ungraciously"      
## [6862] "glebe"              "warmest"            "residue"           
## [6865] "enrich"             "comer"              "calculate"         
## [6868] "disproportion"      "thirty-six"         "rumour"            
## [6871] "unite"              "nerve"              "thrill"            
## [6874] "transport"          "tale"               "jilting"           
## [6877] "hussy"              "broken-hearted"     "borrowed"          
## [6880] "Burgess"            "crossness"          "strains"           
## [6883] "enormously"         "submission"         "amiss"             
## [6886] "reconciliation"     "penitent"           "patron"            
## [6889] "50"                 "fluctuating"        "annihilation"      
## [6892] "resuscitation"      "publication"        "nobleman"          
## [6895] "THREE"              "decree"             "augmenting"        
## [6898] "shuffling"          "excuses"            "completion"        
## [6901] "delays"             "dilatoriness"       "workmen"           
## [6904] "Mansion-house"      "superintend"        "project"           
## [6907] "invent"             "sweep"              "prophecies"        
## [6910] "jumbled"            "couples"            "pasturage"         
## [6913] "inspect"            "gates"              "Hanger"            
## [6916] "make-believe"       "insulted"           "scrape"            
## [6919] "assiduous"          "re-established"     "crowned"           
## [6922] "obstructed"         "privately"          "interviews"        
## [6925] "TIME"               "lingered"           "Instead"           
## [6928] "supplanted"         "tricking"           "acquaintances"     
## [6931] "instigation"        "adopted"            "transgressed"      
## [6934] "unpardoned"         "messages"           "self-condemnation" 
## [6937] "haughty"            "birth"              "intruder"          
## [6940] "continually"        "subsisting"         "disagreements"     
## [6943] "exceed"             "rendering"          "useless"           
## [6946] "policy"             "frequency"          "Precious"          
## [6949] "obligations"        "confederacy"        "observable"        
## [6952] "maxims"             "constitutional"     "safeguard"         
## [6955] "sober"              "submitting"         "patroness"         
## [6958] "halves"             "stating"            "clemency"          
## [6961] "inconsolable"       "fled"               "habitual"          
## [6964] "breed"              "dogs"               "surviving"         
## [6967] "standard"           "after-days"         "ranked"            
## [6970] "disagreement"       "producing"          "THE"               
## [6973] "END"

6.2.5.5 Keyword-in-contexts (kwic)

6.2.5.5.1 Pattern

You can see how keywords are used in the actual contexts in a concordance view produced by kwic(). Pattern is used to search for the pattern we are interested in (with * as a wildcard). Window used to display number of words/tokens around it.

sensesensibility_corpus_tok_no_punct_hus <- kwic(sensesensibility_corpus_tok_no_punct, pattern =  "hus*", window = 6)
head(sensesensibility_corpus_tok_no_punct_hus, 10)
## Keyword-in-context with 10 matches.                                                               
##    [text97, 8]          to come the house was her | husband's |
##   [text104, 4]                         any of her | husband's |
##   [text158, 2]                                her |  husband  |
##  [text172, 12]         at all approve of what her |  husband  |
##  [text185, 11]     last request to me replied her |  husband  |
##   [text209, 7]            Why to be sure said her |  husband  |
##   [text371, 8]  Dashwood had been informed by her |  husband  |
##   [text720, 9] John Dashwood said nothing but her |  husband  |
##   [text763, 8]         which were left her by her |  husband  |
##   [text916, 3]                          which her | husband's |
##                                 
##  from the moment of his         
##  family but she had had no      
##  with as much kindness as he    
##  intended                       
##  that I                         
##  very gravely that would make   
##  of the solemn promise on       
##  civilly hoped                  
##  had been sold soon after his   
##  wanted But they would have been
6.2.5.5.2 Phrase
sensesensibility_corpus_tok_no_punct_phrase <- kwic(sensesensibility_corpus_tok_no_punct, pattern =  phrase("the house"), window = 6)
head(sensesensibility_corpus_tok_no_punct_phrase, 10)
## Keyword-in-context with 10 matches.                                                                             
##    [text97, 4:5]                                  right to come | the house |
##  [text110, 9:10]              the latter she would have quitted | the house |
##   [text430, 8:9]              had been staying several weeks in | the house |
##   [text674, 4:5]                            dwelling and though | the house |
##   [text677, 7:8]            her after giving the particulars of | the house |
##   [text703, 8:9] mother's intention of removing into Devonshire | The house |
##   [text757, 4:5]                              Mrs Dashwood took | the house |
##   [text773, 3:4]                                     to prepare | the house |
##  [text776, 9:10]      undoubtingly on Sir John's description of | the house |
##   [text802, 3:4]                                   alone before | the house |
##                                     
##  was her husband's from the moment  
##  for ever had                       
##  before he engaged                  
##  he now offered her was merely      
##  and garden to come with            
##  too as                             
##  for a twelvemonth it was ready     
##  for their mistress's arrival for as
##  as to                              
##  on the last evening of their

6.2.5.6 stopwords

stopwords are function words (or grammatical words). We can search for these and remove them (if not necessary). This step is often useful because we are not interested in these stop_words.

tokens_remove() is an alias to tokens_select(selection = "remove")

sensesensibility_corpus_tok_no_punct_no_Stop <- tokens_select(sensesensibility_corpus_tok_no_punct, pattern = stopwords("en", source = "stopwords-iso"), selection = "remove")
sensesensibility_corpus_tok_no_punct_no_Stop
## Tokens consisting of 10,592 documents.
## text1 :
## [1] "family"   "Dashwood" "settled"  "Sussex"   "estate"  
## 
## text2 :
## [1] "residence" "Norland"   "Park"      "centre"   
## 
## text3 :
## [1] "property"    "generations" "lived"      
## 
## text4 :
## [1] "respectable" "manner"      "engage"      "opinion"    
## 
## text5 :
## [1] "surrounding"  "acquaintance" "late"         "owner"        "estate"      
## [6] "single"      
## 
## text6 :
## [1] "lived"    "advanced" "age"     
## 
## [ reached max_ndoc ... 10,586 more documents ]

6.2.5.7 wordstem

To be able to extract the stems of each of the given words, we use the function tokens_wordstem, char_wordstem or dfm_wordstem

6.2.5.7.1 Simple example

Here is a simple example (obtained from the manual: type ?tokens_wordstem)

txt <- c(one = "eating eater eaters eats ate",
         two = "taxing taxes taxed my tax return")
th <- tokens(txt)
tokens_wordstem(th)
## Tokens consisting of 2 documents.
## one :
## [1] "eat"   "eater" "eater" "eat"   "ate"  
## 
## two :
## [1] "tax"    "tax"    "tax"    "my"     "tax"    "return"
## simple example
char_wordstem(c("win", "winning", "wins", "won", "winner"))
## [1] "win"    "win"    "win"    "won"    "winner"
## example applied to a dfm
(origdfm <- dfm(tokens(txt)))
## Document-feature matrix of: 2 documents, 11 features (50.00% sparse) and 0 docvars.
##      features
## docs  eating eater eaters eats ate taxing taxes taxed my tax
##   one      1     1      1    1   1      0     0     0  0   0
##   two      0     0      0    0   0      1     1     1  1   1
## [ reached max_nfeat ... 1 more feature ]
dfm_wordstem(origdfm)
## Document-feature matrix of: 2 documents, 6 features (50.00% sparse) and 0 docvars.
##      features
## docs  eat eater ate tax my return
##   one   2     2   1   0  0      0
##   two   0     0   0   4  1      1
6.2.5.7.2 tokens_wordstem
sensesensibility_corpus_tok_no_punct_no_Stop_stem <- tokens_wordstem(sensesensibility_corpus_tok_no_punct_no_Stop)
sensesensibility_corpus_tok_no_punct_no_Stop_stem
## Tokens consisting of 10,592 documents.
## text1 :
## [1] "famili"   "Dashwood" "settl"    "Sussex"   "estat"   
## 
## text2 :
## [1] "resid"   "Norland" "Park"    "centr"  
## 
## text3 :
## [1] "properti" "generat"  "live"    
## 
## text4 :
## [1] "respect" "manner"  "engag"   "opinion"
## 
## text5 :
## [1] "surround" "acquaint" "late"     "owner"    "estat"    "singl"   
## 
## text6 :
## [1] "live"   "advanc" "age"   
## 
## [ reached max_ndoc ... 10,586 more documents ]
6.2.5.7.3 dfm_wordstem

Here we can use the dfm (for Document Feature Matrix) to obtain details of the wordstems used in each of the texts

sensesensibility_corpus_tok_no_punct_no_Stop_dfm <- dfm(sensesensibility_corpus_tok_no_punct_no_Stop)
dfm_wordstem(sensesensibility_corpus_tok_no_punct_no_Stop_dfm)
## Document-feature matrix of: 10,592 documents, 3,732 features (99.91% sparse) and 0 docvars.
##        features
## docs    famili dashwood settl sussex estat resid norland park centr properti
##   text1      1        1     1      1     1     0       0    0     0        0
##   text2      0        0     0      0     0     1       1    1     1        0
##   text3      0        0     0      0     0     0       0    0     0        1
##   text4      0        0     0      0     0     0       0    0     0        0
##   text5      0        0     0      0     1     0       0    0     0        0
##   text6      0        0     0      0     0     0       0    0     0        0
## [ reached max_ndoc ... 10,586 more documents, reached max_nfeat ... 3,722 more features ]