# **PART-A**

## __1. a)__ What is Dimensionality Reduction ?
___Ans.___ In a dataset, the number of variables or features present is known as Dimensions.

If data is represented using rows and columns, such as in a spreadsheet, then the ___input variables___ are the columns that are fed as input to a model to predict the ___target variable___. Input variables are also called ___features___.

When the dataset is huge, there will be a lot of variables and features, thus it will have higher dimensions.

When we deal with high dimnesional data, then its more chalanging to do predictive modeling on a model,It's also hard for us to visualize the data and it also affects the output of Machine Learning Algorithm as there might be some grabage, irrelevant, missing or repetative data, Which is also known as "_Curse of Dimensionality_". This increases the cost of the storage of data and uses a huge amount of resources.

Dimensionality reduction may can be defined as the process or technique to remove the '_Uninformative information_' while retaining the informational data. In laymen words, it's a process of removing input variable from the database such that the removal of the variables does not change the database output by a huge amount.

## __1. b)__ Why is dimensionality reduction required?

___Ans.___ Dimensionality reduction is required to remove the '_Uninformative information_' from the data which in return will do the following things:
- It will reduce the size of the database as dimension of the database is reduced.
- Less dimensions lead to less computation and training time
- Some algorithms do not perform well when we have a large dimensions. So reducing these dimensions needs to happen for the algorithm to be useful.
- It's hard for us to visualize the data if it have higher dimensionality so dimensionality reduction helps us to visualize the data.
- After dimensionality reduction, the output of the machine learning model will be more accurate when compared to uncleaned high dimensional dataset.

## Missing Value Ratio
When a dataset is given to us which have huge dimenisons, there is a chance that some values are missing in the dataset.

Here question arrises, If the dataset does not have values associated to the variable so chould be impute the variable or drop the variable.

To decide if we want to impute the variavle or drop the variable we calculate the '_Missing Value Ratio_' which will help us to decide we impute or drop the varaiable if the missing value have a threshold of x(say 50%). If the values are more than x then we impute the variable otherwise we drop the variable.

```
# import required libraries
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
```

```
# read the data
train=pd.read_csv("fashion-mnist_train.csv")
```

Let for this dataset:

1. **label** is our dependent variable, and
2. all other columns are our independent variables.

```
# checking the percentage of missing values in each variable
a = train.isnull().sum()/len(train)*100
print(a)
variables = train.columns
variable = [ ]
for i in range(0,12):
    if a[i]<=50:   #setting the threshold as 20%
        variable.append(variables[i])
print(variables)
```

    label       0.0
    pixel1      0.0
    pixel2      0.0
    pixel3      0.0
    pixel4      0.0
               ...
    pixel780    0.0
    pixel781    0.0
    pixel782    0.0
    pixel783    0.0
    pixel784    0.0
    Length: 785, dtype: float64
    Index(['label', 'pixel1', 'pixel2', 'pixel3', 'pixel4', 'pixel5', 'pixel6',
           'pixel7', 'pixel8', 'pixel9',
           ...
           'pixel775', 'pixel776', 'pixel777', 'pixel778', 'pixel779', 'pixel780',
           'pixel781', 'pixel782', 'pixel783', 'pixel784'],
          dtype='object', length=785)

As we see here no value is missing from the dataset so no 'label' is removed from the dataset.

## Low Variance Filter

In our dataset say some variable have same values (say z), if we include that variable then our model would be improved? __NO__ since the variance of that variable will be 0 so it would not be very heplful for us.

So we calculate the variance of each variable and then compare with others.

```
train.var()
```

    label          8.250138
    pixel1         0.008966
    pixel2         0.073447
    pixel3         1.494076
    pixel4         6.016577
                   ...
    pixel780    2038.467256
    pixel781     877.039858
    pixel782     302.678284
    pixel783      87.552700
    pixel784       4.519324
    Length: 785, dtype: float64

As we can see here 'pixel2' have the almost 0 variance so we create the threshold and will remove those who have less variance then the threshold

```
numeric = train
var = numeric.var()
numeric = numeric.columns
variable = [ ]
for i in range(0,len(var)):
    if var[i]>=50:   #setting the threshold as 50%
       variable.append(numeric[i])
print(variable)
print(len(variable))
```

    ['pixel7', 'pixel8', 'pixel9', 'pixel10', 'pixel11', 'pixel12', 'pixel13', 'pixel14', 'pixel15', 'pixel16', 'pixel17', 'pixel18', 'pixel19', 'pixel20', 'pixel21', 'pixel22', 'pixel23', 'pixel24', 'pixel33', 'pixel34', 'pixel35', 'pixel36', 'pixel37', 'pixel38', 'pixel39', 'pixel40', 'pixel41', 'pixel42', 'pixel43', 'pixel44', 'pixel45', 'pixel46', 'pixel47', 'pixel48', 'pixel49', 'pixel50', 'pixel51', 'pixel52', 'pixel53', 'pixel54', 'pixel55', 'pixel60', 'pixel61', 'pixel62', 'pixel63', 'pixel64', 'pixel65', 'pixel66', 'pixel67', 'pixel68', 'pixel69', 'pixel70', 'pixel71', 'pixel72', 'pixel73', 'pixel74', 'pixel75', 'pixel76', 'pixel77', 'pixel78', 'pixel79', 'pixel80', 'pixel81', 'pixel82', 'pixel83', 'pixel87', 'pixel88', 'pixel89', 'pixel90', 'pixel91', 'pixel92', 'pixel93', 'pixel94', 'pixel95', 'pixel96', 'pixel97', 'pixel98', 'pixel99', 'pixel100', 'pixel101', 'pixel102', 'pixel103', 'pixel104', 'pixel105', 'pixel106', 'pixel107', 'pixel108', 'pixel109', 'pixel110', 'pixel111', 'pixel114', 'pixel115', 'pixel116', 'pixel117', 'pixel118', 'pixel119', 'pixel120', 'pixel121', 'pixel122', 'pixel123', 'pixel124', 'pixel125', 'pixel126', 'pixel127', 'pixel128', 'pixel129', 'pixel130', 'pixel131', 'pixel132', 'pixel133', 'pixel134', 'pixel135', 'pixel136', 'pixel137', 'pixel138', 'pixel139', 'pixel140', 'pixel142', 'pixel143', 'pixel144', 'pixel145', 'pixel146', 'pixel147', 'pixel148', 'pixel149', 'pixel150', 'pixel151', 'pixel152', 'pixel153', 'pixel154', 'pixel155', 'pixel156', 'pixel157', 'pixel158', 'pixel159', 'pixel160', 'pixel161', 'pixel162', 'pixel163', 'pixel164', 'pixel165', 'pixel166', 'pixel167', 'pixel168', 'pixel169', 'pixel170', 'pixel171', 'pixel172', 'pixel173', 'pixel174', 'pixel175', 'pixel176', 'pixel177', 'pixel178', 'pixel179', 'pixel180', 'pixel181', 'pixel182', 'pixel183', 'pixel184', 'pixel185', 'pixel186', 'pixel187', 'pixel188', 'pixel189', 'pixel190', 'pixel191', 'pixel192', 'pixel193', 'pixel194', 'pixel195', 'pixel196', 'pixel197', 'pixel198', 'pixel199', 'pixel200', 'pixel201', 'pixel202', 'pixel203', 'pixel204', 'pixel205', 'pixel206', 'pixel207', 'pixel208', 'pixel209', 'pixel210', 'pixel211', 'pixel212', 'pixel213', 'pixel214', 'pixel215', 'pixel216', 'pixel217', 'pixel218', 'pixel219', 'pixel220', 'pixel221', 'pixel222', 'pixel223', 'pixel224', 'pixel225', 'pixel226', 'pixel227', 'pixel228', 'pixel229', 'pixel230', 'pixel231', 'pixel232', 'pixel233', 'pixel234', 'pixel235', 'pixel236', 'pixel237', 'pixel238', 'pixel239', 'pixel240', 'pixel241', 'pixel242', 'pixel243', 'pixel244', 'pixel245', 'pixel246', 'pixel247', 'pixel248', 'pixel249', 'pixel250', 'pixel251', 'pixel252', 'pixel253', 'pixel254', 'pixel255', 'pixel256', 'pixel257', 'pixel258', 'pixel259', 'pixel260', 'pixel261', 'pixel262', 'pixel263', 'pixel264', 'pixel265', 'pixel266', 'pixel267', 'pixel268', 'pixel269', 'pixel270', 'pixel271', 'pixel272', 'pixel273', 'pixel274', 'pixel275', 'pixel276', 'pixel277', 'pixel278', 'pixel279', 'pixel280', 'pixel281', 'pixel282', 'pixel283', 'pixel284', 'pixel285', 'pixel286', 'pixel287', 'pixel288', 'pixel289', 'pixel290', 'pixel291', 'pixel292', 'pixel293', 'pixel294', 'pixel295', 'pixel296', 'pixel297', 'pixel298', 'pixel299', 'pixel300', 'pixel301', 'pixel302', 'pixel303', 'pixel304', 'pixel305', 'pixel306', 'pixel307', 'pixel308', 'pixel309', 'pixel310', 'pixel311', 'pixel312', 'pixel313', 'pixel314', 'pixel315', 'pixel316', 'pixel317', 'pixel318', 'pixel319', 'pixel320', 'pixel321', 'pixel322', 'pixel323', 'pixel324', 'pixel325', 'pixel326', 'pixel327', 'pixel328', 'pixel329', 'pixel330', 'pixel331', 'pixel332', 'pixel333', 'pixel334', 'pixel335', 'pixel336', 'pixel337', 'pixel338', 'pixel339', 'pixel340', 'pixel341', 'pixel342', 'pixel343', 'pixel344', 'pixel345', 'pixel346', 'pixel347', 'pixel348', 'pixel349', 'pixel350', 'pixel351', 'pixel352', 'pixel353', 'pixel354', 'pixel355', 'pixel356', 'pixel357', 'pixel358', 'pixel359', 'pixel360', 'pixel361', 'pixel362', 'pixel363', 'pixel364', 'pixel365', 'pixel366', 'pixel367', 'pixel368', 'pixel369', 'pixel370', 'pixel371', 'pixel372', 'pixel373', 'pixel374', 'pixel375', 'pixel376', 'pixel377', 'pixel378', 'pixel379', 'pixel380', 'pixel381', 'pixel382', 'pixel383', 'pixel384', 'pixel385', 'pixel386', 'pixel387', 'pixel388', 'pixel389', 'pixel390', 'pixel391', 'pixel392', 'pixel393', 'pixel394', 'pixel395', 'pixel396', 'pixel397', 'pixel398', 'pixel399', 'pixel400', 'pixel401', 'pixel402', 'pixel403', 'pixel404', 'pixel405', 'pixel406', 'pixel407', 'pixel408', 'pixel409', 'pixel410', 'pixel411', 'pixel412', 'pixel413', 'pixel414', 'pixel415', 'pixel416', 'pixel417', 'pixel418', 'pixel419', 'pixel420', 'pixel421', 'pixel422', 'pixel423', 'pixel424', 'pixel425', 'pixel426', 'pixel427', 'pixel428', 'pixel429', 'pixel430', 'pixel431', 'pixel432', 'pixel433', 'pixel434', 'pixel435', 'pixel436', 'pixel437', 'pixel438', 'pixel439', 'pixel440', 'pixel441', 'pixel442', 'pixel443', 'pixel444', 'pixel445', 'pixel446', 'pixel447', 'pixel448', 'pixel449', 'pixel450', 'pixel451', 'pixel452', 'pixel453', 'pixel454', 'pixel455', 'pixel456', 'pixel457', 'pixel458', 'pixel459', 'pixel460', 'pixel461', 'pixel462', 'pixel463', 'pixel464', 'pixel465', 'pixel466', 'pixel467', 'pixel468', 'pixel469', 'pixel470', 'pixel471', 'pixel472', 'pixel473', 'pixel474', 'pixel475', 'pixel476', 'pixel477', 'pixel478', 'pixel479', 'pixel480', 'pixel481', 'pixel482', 'pixel483', 'pixel484', 'pixel485', 'pixel486', 'pixel487', 'pixel488', 'pixel489', 'pixel490', 'pixel491', 'pixel492', 'pixel493', 'pixel494', 'pixel495', 'pixel496', 'pixel497', 'pixel498', 'pixel499', 'pixel500', 'pixel501', 'pixel502', 'pixel503', 'pixel504', 'pixel505', 'pixel506', 'pixel507', 'pixel508', 'pixel509', 'pixel510', 'pixel511', 'pixel512', 'pixel513', 'pixel514', 'pixel515', 'pixel516', 'pixel517', 'pixel518', 'pixel519', 'pixel520', 'pixel521', 'pixel522', 'pixel523', 'pixel524', 'pixel525', 'pixel526', 'pixel527', 'pixel528', 'pixel529', 'pixel530', 'pixel531', 'pixel532', 'pixel533', 'pixel534', 'pixel535', 'pixel536', 'pixel537', 'pixel538', 'pixel539', 'pixel540', 'pixel541', 'pixel542', 'pixel543', 'pixel544', 'pixel545', 'pixel546', 'pixel547', 'pixel548', 'pixel549', 'pixel550', 'pixel551', 'pixel552', 'pixel553', 'pixel554', 'pixel555', 'pixel556', 'pixel557', 'pixel558', 'pixel559', 'pixel560', 'pixel561', 'pixel562', 'pixel563', 'pixel564', 'pixel565', 'pixel566', 'pixel567', 'pixel568', 'pixel569', 'pixel570', 'pixel571', 'pixel572', 'pixel573', 'pixel574', 'pixel575', 'pixel576', 'pixel577', 'pixel578', 'pixel579', 'pixel580', 'pixel581', 'pixel582', 'pixel583', 'pixel584', 'pixel585', 'pixel586', 'pixel587', 'pixel588', 'pixel589', 'pixel590', 'pixel591', 'pixel592', 'pixel593', 'pixel594', 'pixel595', 'pixel596', 'pixel597', 'pixel598', 'pixel599', 'pixel600', 'pixel601', 'pixel602', 'pixel603', 'pixel604', 'pixel605', 'pixel606', 'pixel607', 'pixel608', 'pixel609', 'pixel610', 'pixel611', 'pixel612', 'pixel613', 'pixel614', 'pixel615', 'pixel616', 'pixel617', 'pixel618', 'pixel619', 'pixel620', 'pixel621', 'pixel622', 'pixel623', 'pixel624', 'pixel625', 'pixel626', 'pixel627', 'pixel628', 'pixel629', 'pixel630', 'pixel631', 'pixel632', 'pixel633', 'pixel634', 'pixel635', 'pixel636', 'pixel637', 'pixel638', 'pixel639', 'pixel640', 'pixel641', 'pixel642', 'pixel643', 'pixel644', 'pixel645', 'pixel646', 'pixel647', 'pixel648', 'pixel649', 'pixel650', 'pixel651', 'pixel652', 'pixel653', 'pixel654', 'pixel655', 'pixel656', 'pixel657', 'pixel658', 'pixel659', 'pixel660', 'pixel661', 'pixel662', 'pixel663', 'pixel664', 'pixel665', 'pixel666', 'pixel667', 'pixel668', 'pixel669', 'pixel670', 'pixel671', 'pixel672', 'pixel673', 'pixel674', 'pixel675', 'pixel676', 'pixel677', 'pixel678', 'pixel679', 'pixel680', 'pixel681', 'pixel682', 'pixel683', 'pixel684', 'pixel685', 'pixel686', 'pixel687', 'pixel688', 'pixel689', 'pixel690', 'pixel691', 'pixel692', 'pixel693', 'pixel694', 'pixel695', 'pixel696', 'pixel697', 'pixel698', 'pixel699', 'pixel700', 'pixel701', 'pixel702', 'pixel703', 'pixel704', 'pixel705', 'pixel706', 'pixel707', 'pixel708', 'pixel709', 'pixel710', 'pixel711', 'pixel712', 'pixel713', 'pixel714', 'pixel715', 'pixel716', 'pixel717', 'pixel718', 'pixel719', 'pixel720', 'pixel721', 'pixel722', 'pixel723', 'pixel724', 'pixel725', 'pixel726', 'pixel727', 'pixel728', 'pixel730', 'pixel731', 'pixel732', 'pixel733', 'pixel734', 'pixel735', 'pixel736', 'pixel737', 'pixel738', 'pixel739', 'pixel740', 'pixel741', 'pixel742', 'pixel743', 'pixel744', 'pixel745', 'pixel746', 'pixel747', 'pixel748', 'pixel749', 'pixel750', 'pixel751', 'pixel752', 'pixel753', 'pixel754', 'pixel755', 'pixel756', 'pixel759', 'pixel760', 'pixel761', 'pixel762', 'pixel763', 'pixel764', 'pixel765', 'pixel766', 'pixel767', 'pixel768', 'pixel769', 'pixel770', 'pixel771', 'pixel772', 'pixel773', 'pixel774', 'pixel775', 'pixel776', 'pixel777', 'pixel778', 'pixel779', 'pixel780', 'pixel781', 'pixel782', 'pixel783']
    756

We see that 785 - 756 = 26 variables are removed.

## High Correlation Filter
High correlation between two variables may can be defined as they have similar trends and are likely to have information similar to each other

This can bring down the performance of some models drastically. We can calculate the correlation between independent numerical variables.

If corelation coefficeint overcomes the threshold value c1 (say 80%) then we will drop one of the two variable.

Since dropping variable is not ideal so we drop the variable taking ddomain into consideration.

```df.corr()``` gives us the correlation of each variable

```
df=train.drop('label', 1)
df.corr()
```

      pixel1
      pixel2
      pixel3
      pixel4
      pixel5
      pixel6
      pixel7
      pixel8
      pixel9
      pixel10
      pixel11
      pixel12
      pixel13
      pixel14
      pixel15
      pixel16
      pixel17
      pixel18
      pixel19
      pixel20
      pixel21
      pixel22
      pixel23
      pixel24
      pixel25
      pixel26
      pixel27
      pixel28
      pixel29
      pixel30
      pixel31
      pixel32
      pixel33
      pixel34
      pixel35
      pixel36
      pixel37
      pixel38
      pixel39
      pixel40
      ...
      pixel745
      pixel746
      pixel747
      pixel748
      pixel749
      pixel750
      pixel751
      pixel752
      pixel753
      pixel754
      pixel755
      pixel756
      pixel757
      pixel758
      pixel759
      pixel760
      pixel761
      pixel762
      pixel763
      pixel764
      pixel765
      pixel766
      pixel767
      pixel768
      pixel769
      pixel770
      pixel771
      pixel772
      pixel773
      pixel774
      pixel775
      pixel776
      pixel777
      pixel778
      pixel779
      pixel780
      pixel781
      pixel782
      pixel783
      pixel784

      pixel1
      1.000000
      0.297899
      0.067550
      0.046608
      0.026630
      0.026172
      0.012095
      0.012218
      0.009637
      0.000053
      -0.001539
      -0.001706
      -0.003408
      -0.004327
      -0.004091
      -0.004538
      -0.003630
      0.000359
      0.000233
      0.003825
      0.009263
      0.009629
      0.013325
      0.010738
      0.014229
      0.020924
      0.033467
      0.068284
      0.174315
      0.069358
      0.035210
      0.019391
      0.015975
      0.019228
      0.015485
      0.008701
      0.007047
      0.001935
      0.001935
      0.002625
      ...
      -0.000937
      -0.000943
      0.000916
      0.002869
      0.005465
      0.003384
      -0.001032
      -0.001892
      0.000124
      0.008300
      0.013673
      0.028217
      0.079727
      0.040084
      0.021226
      0.000800
      -0.000404
      -0.002468
      0.000229
      0.004006
      0.003137
      0.000512
      -0.000009
      -0.000972
      -0.002624
      -0.001192
      0.000013
      -0.001553
      -0.000988
      -0.000829
      -0.000642
      0.004625
      0.004605
      0.000969
      -0.002306
      -0.002441
      -0.000108
      0.008765
      0.026389
      0.041582

      pixel2
      0.297899
      1.000000
      0.575029
      0.138710
      0.054354
      0.033185
      0.022763
      0.017127
      0.016809
      0.010904
      0.001093
      -0.004771
      -0.009056
      -0.009805
      -0.009818
      -0.009123
      -0.005711
      0.000901
      0.005705
      0.011686
      0.012376
      0.013169
      0.018455
      0.018646
      0.022279
      0.023378
      0.056003
      0.072982
      0.053172
      0.250093
      0.295474
      0.122013
      0.062288
      0.038411
      0.030798
      0.023628
      0.017484
      0.010037
      0.002512
      -0.002752
      ...
      0.007587
      0.007803
      0.011101
      0.015181
      0.019891
      0.014801
      0.003668
      0.002738
      0.007653
      0.019849
      0.026739
      0.011891
      0.026220
      0.069062
      0.043791
      0.016090
      0.011048
      0.004598
      0.011083
      0.019441
      0.014417
      0.011368
      0.007356
      0.003313
      0.003722
      0.005585
      0.006584
      0.001384
      -0.002687
      -0.002457
      0.000492
      0.004857
      0.006811
      0.002083
      -0.004431
      -0.002342
      0.004273
      0.014218
      0.021297
      0.022162

      pixel3
      0.067550
      0.575029
      1.000000
      0.387466
      0.118135
      0.087300
      0.060927
      0.035920
      0.029712
      0.021526
      0.013910
      0.008741
      -0.000241
      -0.003637
      -0.003393
      -0.002595
      0.003548
      0.011294
      0.015110
      0.022888
      0.028651
      0.035774
      0.046564
      0.063943
      0.086459
      0.088027
      0.026804
      0.023971
      0.011710
      0.109548
      0.492300
      0.257715
      0.129912
      0.065453
      0.049379
      0.040335
      0.033733
      0.024664
      0.014226
      0.008738
      ...
      0.015436
      0.013977
      0.016125
      0.022081
      0.028490
      0.018108
      0.002189
      0.001903
      0.006953
      0.012469
      0.009524
      0.006071
      0.007811
      0.023482
      0.022493
      0.020237
      0.013674
      0.008991
      0.011040
      0.029225
      0.028937
      0.023584
      0.017934
      0.010489
      0.012451
      0.016035
      0.016512
      0.010369
      0.005020
      0.005930
      0.010131
      0.016743
      0.018358
      0.006171
      -0.003825
      -0.001501
      0.006860
      0.013152
      0.009946
      0.015657

      pixel4
      0.046608
      0.138710
      0.387466
      1.000000
      0.573172
      0.325684
      0.242954
      0.140955
      0.085253
      0.051090
      0.024939
      0.015824
      0.008635
      0.005675
      0.006265
      0.005179
      0.010275
      0.019666
      0.031051
      0.057427
      0.090017
      0.131338
      0.182904
      0.236695
      0.313833
      0.235375
      0.045772
      0.006049
      0.010717
      0.035056
      0.442038
      0.687574
      0.430277
      0.216119
      0.123876
      0.082804
      0.057410
      0.040183
      0.024800
      0.017502
      ...
      0.012483
      0.012839
      0.016588
      0.026144
      0.034462
      0.028697
      0.021840
      0.019190
      0.022043
      0.012583
      -0.000146
      0.001631
      0.003496
      0.007653
      0.018884
      0.030151
      0.024329
      0.023178
      0.020993
      0.032810
      0.031504
      0.024483
      0.015827
      0.008769
      0.008769
      0.014395
      0.016365
      0.010266
      0.002809
      0.004791
      0.009684
      0.018697
      0.023373
      0.016718
      0.009681
      0.010095
      0.023942
      0.012392
      0.003075
      0.008423

      pixel5
      0.026630
      0.054354
      0.118135
      0.573172
      1.000000
      0.692891
      0.423577
      0.230564
      0.136311
      0.075599
      0.035570
      0.020526
      0.015787
      0.016198
      0.017713
      0.011653
      0.013646
      0.025918
      0.043240
      0.087196
      0.151014
      0.227373
      0.323853
      0.355558
      0.331787
      0.146442
      0.040084
      0.003427
      0.006152
      0.026354
      0.184695
      0.590217
      0.682275
      0.375071
      0.192633
      0.121428
      0.077064
      0.049404
      0.028192
      0.018161
      ...
      0.015581
      0.015355
      0.018910
      0.029844
      0.040767
      0.035192
      0.027708
      0.024044
      0.024826
      0.027959
      0.019167
      0.003126
      0.000354
      0.038176
      0.057577
      0.047717
      0.044336
      0.033006
      0.036448
      0.049804
      0.042759
      0.034802
      0.023263
      0.012134
      0.008743
      0.017714
      0.022503
      0.016207
      0.007907
      0.008172
      0.017986
      0.031138
      0.039548
      0.028443
      0.019500
      0.021505
      0.025974
      0.028863
      0.022941
      0.007124

      ...
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Now we drop the variable after setting the threshold to the trainig dataset

```
test = df
correlated_features = set()
correlation_matrix = test.corr()
for i in range(len(correlation_matrix.columns)):
    for j in range(i):
        if abs(correlation_matrix.iloc[i, j]) > 0.8:      # threshold correlation coefficient
            colname = correlation_matrix.columns[i]
            correlated_features.add(colname)

test.drop(labels=correlated_features, axis=1, inplace=True)
test.corr()
```

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      ...
      -0.071000
      -0.036554
      -0.046075
      -0.051202
      -0.032192
      -0.022671
      -0.004914
      -0.006777
      0.023671
      0.019787
      0.043295
      0.088995
      0.205492
      0.043173
      0.087225
      0.154389
      0.278820
      0.155861
      0.069692
      0.091288
      0.176289
      0.337848
      0.278304
      0.148819
      0.059809
      0.141414
      0.336861
      0.609552
      0.668873
      0.513057
      0.290762
      0.110141
      0.068720
      0.045394
      0.130783
      0.749528
      1.000000
      0.645809
      0.334519
      0.133817

      pixel782
      0.008765
      0.014218
      0.013152
      0.012392
      0.028863
      0.044121
      0.029457
      0.022724
      0.020953
      0.016705
      -0.000521
      -0.001989
      -0.003330
      0.025840
      0.033692
      0.042214
      0.073445
      0.102320
      0.133723
      0.172684
      0.171331
      0.130369
      0.096477
      0.084203
      0.042684
      0.007048
      0.022591
      0.021398
      0.040627
      0.047537
      0.051413
      0.059743
      0.026906
      0.001812
      0.108040
      0.151266
      0.192145
      0.220988
      0.232507
      0.200678
      ...
      -0.006385
      0.031346
      -0.002730
      0.015483
      0.009362
      0.046233
      0.061089
      0.039374
      0.101581
      0.087198
      0.110578
      0.189648
      0.306648
      0.116003
      0.182186
      0.293378
      0.409054
      0.323648
      0.146962
      0.178809
      0.324478
      0.477312
      0.526212
      0.263689
      0.084566
      0.245139
      0.481193
      0.502144
      0.339779
      0.196333
      0.114311
      0.136491
      0.133734
      0.073942
      0.092657
      0.349021
      0.645809
      1.000000
      0.658962
      0.225502

      pixel783
      0.026389
      0.021297
      0.009946
      0.003075
      0.022941
      0.030806
      0.016126
      0.005938
      0.000074
      -0.011080
      -0.027378
      -0.034669
      -0.036411
      -0.019916
      -0.009126
      0.006010
      0.033933
      0.066220
      0.095089
      0.129529
      0.122490
      0.098955
      0.091263
      0.081712
      0.049643
      0.007740
      0.008987
      0.011069
      0.033657
      0.026054
      0.014693
      0.007505
      -0.019239
      -0.034877
      0.042848
      0.076365
      0.116892
      0.162487
      0.184716
      0.170857
      ...
      0.020209
      0.091028
      0.017867
      0.041318
      0.030188
      0.068590
      0.131617
      0.066872
      0.125803
      0.168859
      0.155850
      0.214321
      0.244437
      0.214896
      0.246743
      0.322436
      0.337090
      0.378956
      0.255799
      0.238031
      0.371952
      0.387008
      0.634804
      0.463441
      0.160079
      0.382196
      0.426081
      0.266312
      0.145692
      0.085727
      0.079973
      0.125248
      0.120941
      0.054193
      0.077633
      0.178599
      0.334519
      0.658962
      1.000000
      0.451929

      pixel784
      0.041582
      0.022162
      0.015657
      0.008423
      0.007124
      0.004950
      0.001792
      0.000591
      0.000279
      -0.002946
      -0.011149
      -0.016802
      -0.017119
      -0.008362
      -0.004820
      0.000710
      0.015115
      0.033126
      0.033999
      0.033236
      0.032916
      0.034174
      0.023060
      0.013442
      0.006889
      0.012340
      0.012804
      0.006835
      0.012164
      0.008075
      0.006468
      0.003764
      -0.007550
      -0.011350
      0.010619
      0.021013
      0.035161
      0.050379
      0.053809
      0.054241
      ...
      0.028001
      0.081841
      0.022509
      0.035342
      0.028721
      0.048341
      0.123685
      0.053814
      0.071983
      0.160274
      0.094053
      0.106488
      0.098367
      0.210622
      0.143505
      0.150251
      0.125777
      0.142481
      0.250820
      0.180150
      0.248444
      0.170017
      0.239238
      0.511341
      0.246891
      0.424851
      0.256227
      0.120417
      0.068520
      0.038421
      0.042806
      0.059168
      0.052575
      0.037301
      0.044461
      0.073398
      0.133817
      0.225502
      0.451929
      1.000000

155 rows × 155 columns

## Random Forest
Random forest may can be defined as an algorithm which is used to do feature selection which helps us select a smaller subset of features.

We impliment ramdom forest by importing from ```sklearn.ensemble``` library called ```RandomForestRegressor```

Since ```RandomForestRegressor``` only takes in numerical values thats why we convert the data into the numeric form.

```
from sklearn.ensemble import RandomForestRegressor
model = RandomForestRegressor(random_state=1, max_depth=10)
df=pd.get_dummies(df)
model.fit(df,train.label)
```

    RandomForestRegressor(bootstrap=True, ccp_alpha=0.0, criterion='mse',
                          max_depth=10, max_features='auto', max_leaf_nodes=None,
                          max_samples=None, min_impurity_decrease=0.0,
                          min_impurity_split=None, min_samples_leaf=1,
                          min_samples_split=2, min_weight_fraction_leaf=0.0,
                          n_estimators=100, n_jobs=None, oob_score=False,
                          random_state=1, verbose=0, warm_start=False)

After applying the ```RandomForestRegressor```, we visualize the importance of each variable by plotting it into a graph. ```model.feature_importance_``` gives us the importance of each feature and we plot the top 10 features

```
features = df.columns
importances = model.feature_importances_
indices = np.argsort(importances)[-9:]  # top 10 features
plt.title('Feature Importances')
plt.barh(range(len(indices)), importances[indices], color='b', align='center')
plt.yticks(range(len(indices)), [features[i] for i in indices])
plt.xlabel('Relative Importance')
plt.show()
```

We see that 'pixel39' have the most importance. alternatively we can use ```SelectFromModel``` from ```sklearn.feature_selection``` which decides the importance with respect to their weight.

```
from sklearn.feature_selection import SelectFromModel
feature = SelectFromModel(model)
Fit = feature.fit_transform(df, train.label)
```

## Backward Feature Elimination
Backward Feature Elemination is a method to reduce the dimension by following some simple steps:
- Step - 1: First we take whole set from the training set and calculate its performance (say n variable).
- Step - 2: We now remove one of the variable (one at a time) (n-1 variables) and calculate its performance and compare it to the previous performance.
- Step - 3: We remove the variable which increases the performance on removal.

We continue removing variables one by one until it increase our criterion.

```
from sklearn.linear_model import LinearRegression
from sklearn.feature_selection import RFE
from sklearn import datasets
lreg = LinearRegression()
rfe = RFE(lreg, 10) # Recursive Features Elimination
rfe = rfe.fit_transform(df, train.label)
print(rfe)
print(len(rfe))
```

    [[ 0  0  0 ...  0  2  0]
     [ 0  0  0 ...  0  0  0]
     [ 0  0  0 ...  0  0  0]
     ...
     [ 0  0  0 ...  0  0  0]
     [ 0  0  0 ... 11  0  0]
     [ 0  0  0 ...  0  0  0]]
    60000

## Forward Feature Selection
Forward Feature Selection is a method to reduce the dimension by following some simple steps:
- Step - 1: First we take empty set (containing 0 elements).
- Step - 2: We include one element to the empty set.
- Step - 3: We now include one of the variable (one at a time) (i+1 variables) and calculate its performance and compare it to the previous performance.
- Step - 4: We add the variable which increases the performance on addition.

We continue adding variables one by one until it increase our criterion.

```
from sklearn.feature_selection import f_regression
ffs = f_regression(df,train.label) # inbuilt function for forward feature selection
```

We now calculate the dimension of the dataset after foeward selection.

```
variable = [ ]
for i in range(0,len(df.columns)-1):
    if ffs[0][i] >=10:
       variable.append(df.columns[i])

len(variable)
```

    137

We see that our dimension has been reduced to just 137 from 785.

## Singular Value Decomposition

SVD or Singual value decomposition is a dimensionality reduction technique which decomposes the maatrix created by the variables and features into three matrices smaller matrices.

Say the matrix created by the dataset is $A$ which has order $n\times m$ where $n$ are the number of rows and $m$ are the number of columns can be decomposed into three matrices $U,\Sigma, V^T$ as shown below -
\begin{align}A = U \Sigma V^T\end{align}
Here,
- $U$ and $V$ are orthogonal matrices i.e.
\begin{align} U^TU = V^TV = I \end{align}
- $\Sigma$ is a diagonal matrix containing the singular values of $X$, which can be positive, zero, or negative.

Suppose $A$ has $n$ rows and $m$ columns and $n ≥ m$. Then $U$ has a shape of $n \times n$,  $\Sigma$ has a shape of $n \times m$ and $V$ has shape $m \times m$.

```
# svd data reduction in scikit-learn
from numpy import array
from sklearn.decomposition import TruncatedSVD
# define matrix
A = df.to_numpy()
print("The original matrix:\n",A)
# create transform
svd = TruncatedSVD(n_components=3)
# fit transform
svd.fit(A)
# apply transform
result = svd.transform(A)
print("\nThe transformation:\n",result)
```

    The original matrix:
     [[0 0 0 ... 0 0 0]
     [0 0 0 ... 0 0 0]
     [0 0 0 ... 0 0 0]
     ...
     [0 0 0 ... 0 0 0]
     [0 0 0 ... 0 0 0]
     [0 0 0 ... 0 0 0]]

    The transformation:
     [[ 641.6104399   449.43246824   29.70024658]
     [ 491.51628674  360.8184735    37.64465041]
     [ 646.44026027  -43.79099063 -128.64580885]
     ...
     [ 569.2219505   136.36067956  -65.95225146]
     [ 635.78395804  317.16609831  105.29102372]
     [ 643.56708958  379.76168697  -15.36585435]]

## Principal Component Analysis
PCA or principal Component analysis is an unsupervised dimensionality reduction technique in which a principal component is a linear combination of the original variables. These Principal components are extracted in such a way that the first principal component explains maximum variance in the dataset. Second principal component tries to explain the remaining variance in the dataset and is uncorrelated to the first principal component. Third principal component tries to explain the variance which is not explained by the first two principal components and so on.

It can be easily done by importing ```PCA``` from ```skklearn.decomposition``` and applying ```pca.fit()``` on the dataframe.

```
from sklearn.decomposition import PCA
pca = PCA()
pca.fit(df)
transformed = pca.transform(df)
print(transformed.shape)
print(df.shape)
```

    (60000, 155)
    (60000, 155)

## Linear Discriminant Analysis
LDA or Linear Discriminant Analysis approach is very similar to a Principal Component Analysis, but in addition to finding the component axes that maximize the variance of our data (PCA), we are additionally finds the axes that maximize the separation between multiple classes. We can easily apply LDA by importing ```LinearDiscriminantAnalysis```from the library ```sklearn.discriminant_analysis``` and applying ```sklearn_lda.fit_transform()``` over the dataframe.

```
from sklearn.discriminant_analysis import LinearDiscriminantAnalysis as LDA

# LDA
sklearn_lda = LDA(n_components=3)
X_lda_sklearn = sklearn_lda.fit_transform(df, train.label)

X_lda_sklearn
```

    array([[ 3.42316463, -0.3020493 , -1.47532769],
           [ 3.00098873, -1.15191416,  0.61084471],
           [-2.17240025,  1.01237014,  0.69845499],
           ...,
           [ 0.80144911,  0.48429027, -0.20946238],
           [ 2.59844678, -0.25391927,  0.80918358],
           [ 3.65872895, -0.11555439, -3.69790919]])

# **PART-B**

## Feature Extraction in Text
As we know that the machine learning algoriths need numbers to work with. As rax text is messy thats why machines can not work directly on the texts. So we convert or process th text into a format that machine can understand.
The process of conversion or the cleaning is called feature extraction in texts.

## Manual Tokenization
###Loadinig the data
We load the data using the ```open()``` function including its address and what we need to do with the file. Here we use ```'r+'``` which is read and write.

At last we close the file to save the changes in the file.

```
# load text
filename = 'pg13437.txt'
file = open(filename, 'r+')
base_text = file.read()
file.close()
```

### Spliting the data
Text file can be vey messy without a proper format. So to bring uniformity we use whitespaces to seperate the words from space, newlines, tabs, etc.

We can do this in Python with the ```split()``` function on the loaded string.

```
words = base_text.split()
print(words[:100])
```

    ['\ufeffThe', 'Project', 'Gutenberg', 'EBook', 'of', 'Best', 'Russian', 'Short', 'Stories,', 'by', 'Various', 'This', 'eBook', 'is', 'for', 'the', 'use', 'of', 'anyone', 'anywhere', 'at', 'no', 'cost', 'and', 'with', 'almost', 'no', 'restrictions', 'whatsoever.', 'You', 'may', 'copy', 'it,', 'give', 'it', 'away', 'or', 're-use', 'it', 'under', 'the', 'terms', 'of', 'the', 'Project', 'Gutenberg', 'License', 'included', 'with', 'this', 'eBook', 'or', 'online', 'at', 'www.gutenberg.net', 'Title:', 'Best', 'Russian', 'Short', 'Stories', 'Author:', 'Various', 'Release', 'Date:', 'September', '11,', '2004', '[EBook', '#13437]', 'Last', 'Updated:', 'July', '27,', '2015', 'Language:', 'English', '***', 'START', 'OF', 'THIS', 'PROJECT', 'GUTENBERG', 'EBOOK', 'BEST', 'RUSSIAN', 'SHORT', 'STORIES', '***', 'Produced', 'by', 'David', 'Starner,', 'Keith', 'M.', 'Eckrich,', 'and', 'the', 'Project', 'Gutenberg', 'Online']

Alternative approach is to use regex model (re) and split the document into words by selecting for strings of alphanumeric characters.
firstly we import ```re```

```
import re
```

Then we use the function ```re.split``` to split the data

```
words = re.split(r'\W+', base_text)
print(words[:100])
```

    ['', 'The', 'Project', 'Gutenberg', 'EBook', 'of', 'Best', 'Russian', 'Short', 'Stories', 'by', 'Various', 'This', 'eBook', 'is', 'for', 'the', 'use', 'of', 'anyone', 'anywhere', 'at', 'no', 'cost', 'and', 'with', 'almost', 'no', 'restrictions', 'whatsoever', 'You', 'may', 'copy', 'it', 'give', 'it', 'away', 'or', 're', 'use', 'it', 'under', 'the', 'terms', 'of', 'the', 'Project', 'Gutenberg', 'License', 'included', 'with', 'this', 'eBook', 'or', 'online', 'at', 'www', 'gutenberg', 'net', 'Title', 'Best', 'Russian', 'Short', 'Stories', 'Author', 'Various', 'Release', 'Date', 'September', '11', '2004', 'EBook', '13437', 'Last', 'Updated', 'July', '27', '2015', 'Language', 'English', 'START', 'OF', 'THIS', 'PROJECT', 'GUTENBERG', 'EBOOK', 'BEST', 'RUSSIAN', 'SHORT', 'STORIES', 'Produced', 'by', 'David', 'Starner', 'Keith', 'M', 'Eckrich', 'and', 'the', 'Project']

### Split and Removal of punctuations
we want words without punctuations (like ',' , '.' ,  '$' ,etc) so we import punctuations from ```string``` and use ragex for character filtering. The function ```sub()``` replaces the punctuation with nothing.

```
import string
```

```
re_punc = re.compile('[%s]' % re.escape(string.punctuation))
# remove punctuation from each word
stripped = [re_punc.sub('', w) for w in words]
print(stripped[:100])
```

    ['', 'The', 'Project', 'Gutenberg', 'EBook', 'of', 'Best', 'Russian', 'Short', 'Stories', 'by', 'Various', 'This', 'eBook', 'is', 'for', 'the', 'use', 'of', 'anyone', 'anywhere', 'at', 'no', 'cost', 'and', 'with', 'almost', 'no', 'restrictions', 'whatsoever', 'You', 'may', 'copy', 'it', 'give', 'it', 'away', 'or', 're', 'use', 'it', 'under', 'the', 'terms', 'of', 'the', 'Project', 'Gutenberg', 'License', 'included', 'with', 'this', 'eBook', 'or', 'online', 'at', 'www', 'gutenberg', 'net', 'Title', 'Best', 'Russian', 'Short', 'Stories', 'Author', 'Various', 'Release', 'Date', 'September', '11', '2004', 'EBook', '13437', 'Last', 'Updated', 'July', '27', '2015', 'Language', 'English', 'START', 'OF', 'THIS', 'PROJECT', 'GUTENBERG', 'EBOOK', 'BEST', 'RUSSIAN', 'SHORT', 'STORIES', 'Produced', 'by', 'David', 'Starner', 'Keith', 'M', 'Eckrich', 'and', 'the', 'Project']

### Normalizing case
We can normalize the case by calling ```lower()``` function to each word.

```
words = [word.lower() for word in words]
print(words[:100])
```

    ['', 'the', 'project', 'gutenberg', 'ebook', 'of', 'best', 'russian', 'short', 'stories', 'by', 'various', 'this', 'ebook', 'is', 'for', 'the', 'use', 'of', 'anyone', 'anywhere', 'at', 'no', 'cost', 'and', 'with', 'almost', 'no', 'restrictions', 'whatsoever', 'you', 'may', 'copy', 'it', 'give', 'it', 'away', 'or', 're', 'use', 'it', 'under', 'the', 'terms', 'of', 'the', 'project', 'gutenberg', 'license', 'included', 'with', 'this', 'ebook', 'or', 'online', 'at', 'www', 'gutenberg', 'net', 'title', 'best', 'russian', 'short', 'stories', 'author', 'various', 'release', 'date', 'september', '11', '2004', 'ebook', '13437', 'last', 'updated', 'july', '27', '2015', 'language', 'english', 'start', 'of', 'this', 'project', 'gutenberg', 'ebook', 'best', 'russian', 'short', 'stories', 'produced', 'by', 'david', 'starner', 'keith', 'm', 'eckrich', 'and', 'the', 'project']

## Tokenization and Cleaning with NLTK
The Natural Language Toolkit, or NLTK for short, is a Python library written for working and modeling text. We import the ```nltk``` library and download ```punkt``` and ```stopwords``` which contais the puunctuations and the stopwords

```
import nltk
nltk.download('punkt')
nltk.download('stopwords')
```

    [nltk_data] Downloading package punkt to /root/nltk_data...
    [nltk_data]   Unzipping tokenizers/punkt.zip.
    [nltk_data] Downloading package stopwords to /root/nltk_data...
    [nltk_data]   Unzipping corpora/stopwords.zip.

    True

### Spliting into the Sentences
NLTK provides the ```sent_tokenize()``` function to split text into sentences. It will split paragraphs into the sentences.

```
from nltk import sent_tokenize

# load data
filename = 'pg13437.txt'
file = open(filename, 'r+')
base_text = file.read()
file.close()
# split into sentences
sentences = sent_tokenize(base_text)
print(sentences[0])
```

    The Project Gutenberg EBook of Best Russian Short Stories, by Various

    This eBook is for the use of anyone anywhere at no cost and with
    almost no restrictions whatsoever.

### Split into Words
NLTK provides a function called ```word_tokenize()``` for splitting strings into tokens and we normalize the case for every word

```
from nltk.tokenize import word_tokenize
tokens = word_tokenize(base_text)
# convert to lower case
tokens = [w.lower() for w in tokens]
print(tokens[:100])
```

    ['\ufeffthe', 'project', 'gutenberg', 'ebook', 'of', 'best', 'russian', 'short', 'stories', ',', 'by', 'various', 'this', 'ebook', 'is', 'for', 'the', 'use', 'of', 'anyone', 'anywhere', 'at', 'no', 'cost', 'and', 'with', 'almost', 'no', 'restrictions', 'whatsoever', '.', 'you', 'may', 'copy', 'it', ',', 'give', 'it', 'away', 'or', 're-use', 'it', 'under', 'the', 'terms', 'of', 'the', 'project', 'gutenberg', 'license', 'included', 'with', 'this', 'ebook', 'or', 'online', 'at', 'www.gutenberg.net', 'title', ':', 'best', 'russian', 'short', 'stories', 'author', ':', 'various', 'release', 'date', ':', 'september', '11', ',', '2004', '[', 'ebook', '#', '13437', ']', 'last', 'updated', ':', 'july', '27', ',', '2015', 'language', ':', 'english', '***', 'start', 'of', 'this', 'project', 'gutenberg', 'ebook', 'best', 'russian', 'short', 'stories']

### Filtering out the punctuations

```
# remove all tokens that are not alphabetic
words = [word for word in tokens if word.isalpha()]
print(words[:100])
```

    ['project', 'gutenberg', 'ebook', 'of', 'best', 'russian', 'short', 'stories', 'by', 'various', 'this', 'ebook', 'is', 'for', 'the', 'use', 'of', 'anyone', 'anywhere', 'at', 'no', 'cost', 'and', 'with', 'almost', 'no', 'restrictions', 'whatsoever', 'you', 'may', 'copy', 'it', 'give', 'it', 'away', 'or', 'it', 'under', 'the', 'terms', 'of', 'the', 'project', 'gutenberg', 'license', 'included', 'with', 'this', 'ebook', 'or', 'online', 'at', 'title', 'best', 'russian', 'short', 'stories', 'author', 'various', 'release', 'date', 'september', 'ebook', 'last', 'updated', 'july', 'language', 'english', 'start', 'of', 'this', 'project', 'gutenberg', 'ebook', 'best', 'russian', 'short', 'stories', 'produced', 'by', 'david', 'starner', 'keith', 'eckrich', 'and', 'the', 'project', 'gutenberg', 'online', 'distributed', 'proofreaders', 'team', 'illustration', 'anton', 'chekhov', 'russia', 'greatest', 'writer', 'best', 'russian']

### Filter out Stop Words (and Pipeline)

Stop words are those words that do not contribute to the deeper meaning of the phrase.

They are the most common words such as: the, a, and is.

```
from nltk.corpus import stopwords
stop_words = stopwords.words('english')
print(stop_words)
```

    ['i', 'me', 'my', 'myself', 'we', 'our', 'ours', 'ourselves', 'you', "you're", "you've", "you'll", "you'd", 'your', 'yours', 'yourself', 'yourselves', 'he', 'him', 'his', 'himself', 'she', "she's", 'her', 'hers', 'herself', 'it', "it's", 'its', 'itself', 'they', 'them', 'their', 'theirs', 'themselves', 'what', 'which', 'who', 'whom', 'this', 'that', "that'll", 'these', 'those', 'am', 'is', 'are', 'was', 'were', 'be', 'been', 'being', 'have', 'has', 'had', 'having', 'do', 'does', 'did', 'doing', 'a', 'an', 'the', 'and', 'but', 'if', 'or', 'because', 'as', 'until', 'while', 'of', 'at', 'by', 'for', 'with', 'about', 'against', 'between', 'into', 'through', 'during', 'before', 'after', 'above', 'below', 'to', 'from', 'up', 'down', 'in', 'out', 'on', 'off', 'over', 'under', 'again', 'further', 'then', 'once', 'here', 'there', 'when', 'where', 'why', 'how', 'all', 'any', 'both', 'each', 'few', 'more', 'most', 'other', 'some', 'such', 'no', 'nor', 'not', 'only', 'own', 'same', 'so', 'than', 'too', 'very', 's', 't', 'can', 'will', 'just', 'don', "don't", 'should', "should've", 'now', 'd', 'll', 'm', 'o', 're', 've', 'y', 'ain', 'aren', "aren't", 'couldn', "couldn't", 'didn', "didn't", 'doesn', "doesn't", 'hadn', "hadn't", 'hasn', "hasn't", 'haven', "haven't", 'isn', "isn't", 'ma', 'mightn', "mightn't", 'mustn', "mustn't", 'needn', "needn't", 'shan', "shan't", 'shouldn', "shouldn't", 'wasn', "wasn't", 'weren', "weren't", 'won', "won't", 'wouldn', "wouldn't"]

we can see that all of them are lower case.

```
# filter out stop words
stop_words = set(stopwords.words('english'))
words = [w for w in words if not w in stop_words]
print(words[:100])
```

    ['project', 'gutenberg', 'ebook', 'best', 'russian', 'short', 'stories', 'various', 'ebook', 'use', 'anyone', 'anywhere', 'cost', 'almost', 'restrictions', 'whatsoever', 'may', 'copy', 'give', 'away', 'terms', 'project', 'gutenberg', 'license', 'included', 'ebook', 'online', 'title', 'best', 'russian', 'short', 'stories', 'author', 'various', 'release', 'date', 'september', 'ebook', 'last', 'updated', 'july', 'language', 'english', 'start', 'project', 'gutenberg', 'ebook', 'best', 'russian', 'short', 'stories', 'produced', 'david', 'starner', 'keith', 'eckrich', 'project', 'gutenberg', 'online', 'distributed', 'proofreaders', 'team', 'illustration', 'anton', 'chekhov', 'russia', 'greatest', 'writer', 'best', 'russian', 'short', 'stories', 'compiled', 'edited', 'thomas', 'seltzer', 'contents', 'introduction', 'queen', 'spades', 'cloak', 'district', 'doctor', 'christmas', 'tree', 'wedding', 'god', 'sees', 'truth', 'waits', 'muzhik', 'fed', 'two', 'officials', 'shades', 'phantasy', 'signal', 'darling', 'bet', 'vanka']

We can see that above text is tokenized and is in lowercase

### Stem Words
Words like 'Finding' , 'found' , 'finds' , etc all reduces to stem 'find'.

We can easily filter stem words by using NLTK via the ```PorterStemmer``` class.

```
from nltk.tokenize import word_tokenize
from nltk.stem.porter import PorterStemmer

# split into words
tokens = word_tokenize(base_text)
# stemming of words
porter = PorterStemmer()
stemmed = [porter.stem(word) for word in tokens]
print(stemmed[:100])
```

    ['\ufeffthe', 'project', 'gutenberg', 'ebook', 'of', 'best', 'russian', 'short', 'stori', ',', 'by', 'variou', 'thi', 'ebook', 'is', 'for', 'the', 'use', 'of', 'anyon', 'anywher', 'at', 'no', 'cost', 'and', 'with', 'almost', 'no', 'restrict', 'whatsoev', '.', 'you', 'may', 'copi', 'it', ',', 'give', 'it', 'away', 'or', 're-us', 'it', 'under', 'the', 'term', 'of', 'the', 'project', 'gutenberg', 'licens', 'includ', 'with', 'thi', 'ebook', 'or', 'onlin', 'at', 'www.gutenberg.net', 'titl', ':', 'best', 'russian', 'short', 'stori', 'author', ':', 'variou', 'releas', 'date', ':', 'septemb', '11', ',', '2004', '[', 'ebook', '#', '13437', ']', 'last', 'updat', ':', 'juli', '27', ',', '2015', 'languag', ':', 'english', '***', 'start', 'OF', 'thi', 'project', 'gutenberg', 'ebook', 'best', 'russian', 'short', 'stori']

## Word Counts with CountVectorizer

The CountVectorizer provides a simple way to both tokenize a collection of text documents and build a vocabulary of known words, but also to encode new documents using that vocabulary.

You can use it as follows:
- Create an instance of the CountVectorizer class.
- Call the fit() function in order to learn a vocabulary from one or more documents.
- Call the transform() function on one or more documents as needed to encode each as a vector.

An encoded vector is returned with a length of the entire vocabulary and an integer count for the number of times each word appeared in the document. Because these vectors will contain a lot of zeros, we call them sparse.

Python provides an efficient way of handling sparse vectors in the `scipy.sparse` package.

The vectors returned from a call to `transform()` will be sparse vectors, and you can transform them back to NumPy arrays to look and better understand what is going on by calling the `toarray()` function.

```
from sklearn.feature_extraction.text import CountVectorizer
# list of text documents
text = sentences
# create the transform
vectorizer = CountVectorizer()
# tokenize and build vocab
vectorizer.fit(text)
# summarize
print(vectorizer.vocabulary_)
# encode document
vector = vectorizer.transform(text)
# summarize encoded vector
print(vector.shape)
print(type(vector))
print(vector.toarray())
```

    {'the': 8170, 'project': 6243, 'gutenberg': 3742, 'ebook': 2628, 'of': 5518, 'best': 880, 'russian': 6921, 'short': 7267, 'stories': 7785, 'by': 1179, 'various': 8709, 'this': 8213, 'is': 4430, 'for': 3303, 'use': 8660, 'anyone': 445, 'anywhere': 449, 'at': 618, 'no': 5406, 'cost': 1815, 'and': 396, 'with': 9073, 'almost': 344, 'restrictions': 6735, 'whatsoever': 8969, 'you': 9184, 'may': 5013, 'copy': 1790, 'it': 4438, 'give': 3550, 'away': 690, 'or': 5588, 're': 6461, 'under': 8532, 'terms': 8148, 'license': 4739, 'included': 4195, 'online': 5562, 'www': 9159, 'net': 5371, 'title': 8293, 'author': 666, 'release': 6599, 'date': 2030, 'september': 7143, '11': 2, '2004': 19, '13437': 5, 'last': 4655, 'updated': 8647, 'july': 4512, '27': 22, '2015': 20, 'language': 4641, 'english': 2771, 'start': 7705, 'produced': 6222, 'david': 2033, 'starner': 7702, 'keith': 4537, 'eckrich': 2632, 'distributed': 2410, 'proofreaders': 6260, 'team': 8108, 'illustration': 4108, 'anton': 438, 'chekhov': 1370, 'russia': 6920, 'greatest': 3670, 'story': 7789, 'writer': 9146, 'compiled': 1598, 'edited': 2645, 'thomas': 8216, 'seltzer': 7113, 'contents': 1740, 'introduction': 4387, 'queen': 6368, 'spades': 7580, '_a': 37, 'pushkin_': 6344, 'cloak': 1484, '_n': 83, 'gogol_': 3607, 'district': 2414, 'doctor': 2438, '_i': 57, 'turgenev_': 8476, 'christmas': 1415, 'tree': 8412, 'wedding': 8942, '_f': 51, 'dostoyevsky_': 2474, 'god': 3597, 'sees': 7103, 'truth': 8460, 'but': 1164, 'waits': 8852, '_l': 64, 'tolstoy_': 8313, 'how': 4017, 'muzhik': 5291, 'fed': 3098, 'two': 8496, 'officials': 5534, '_m': 72, 'saltykov_': 6959, 'shades': 7187, 'phantasy': 5905, '_v': 108, 'korolenko_': 4600, 'signal': 7323, 'garshin_': 3479, 'darling': 2022, 'chekhov_': 1371, 'bet': 884, 'vanka': 8698, 'hide': 3915, 'seek': 7095, 'sologub_': 7528, 'dethroned': 2241, 'potapenko_': 6097, 'servant': 7158, '_s': 96, 'semyonov_': 7118, 'one': 5559, 'autumn': 671, 'night': 5393, 'gorky_': 3621, 'her': 3894, 'lover': 4873, 'lazarus': 4682, 'andreyev_': 399, 'revolutionist': 6766, 'artzybashev_': 561, 'outrage': 5635, 'kuprin_': 4604, 'conceive': 1632, 'joy': 4494, 'nature': 5326, 'who': 9013, 'leaving': 4704, 'art': 551, 'galleries': 3452, 'wanders': 8872, 'out': 5627, 'among': 377, 'trees': 8413, 'wild': 9035, 'flowers': 3257, 'birds': 911, 'that': 8165, 'pictures': 5938, 'have': 3830, 'sentimentalised': 7139, 'some': 7532, 'such': 7904, 'man': 4955, 'truly': 8453, 'loves': 4875, 'noblest': 5408, 'in': 4177, 'letters': 4726, 'feels': 3112, 'when': 8974, 'tasting': 8093, 'first': 3189, 'time': 8278, 'simple': 7343, 'delights': 2136, 'literature': 4803, 'french': 3375, 'german': 3526, 'authors': 670, 'too': 8320, 'occasionally': 5500, 'offer': 5525, 'works': 9109, 'lofty': 4837, 'naturalness': 5325, 'very': 8746, 'keynote': 4543, 'to': 8299, 'whole': 9015, 'simplicity': 7345, 'veraciousness': 8734, 'another': 426, 'essentially': 2838, 'trait': 8375, 'quite': 6394, 'unaffected': 8512, 'conception': 1636, 'lowly': 4881, 'are': 510, 'on': 5557, 'plane': 5981, 'equality': 2816, 'so': 7490, 'called': 1200, 'upper': 8650, 'classes': 1449, 'englishman': 2772, 'dickens': 2259, 'wrote': 9154, 'his': 3933, 'profound': 6233, 'pity': 5972, 'understanding': 8539, 'poor': 6062, 'there': 8186, 'was': 8894, 'yet': 9180, 'bit': 914, 'remoteness': 6631, 'perhaps': 5859, 'even': 2860, 'caricature': 1252, 'treatment': 8411, 'them': 8179, 'he': 3836, 'showed': 7284, 'their': 8178, 'sufferings': 7913, 'rest': 6725, 'world': 9111, 'behold': 842, 'other': 5619, 'half': 3762, 'lives': 4810, 'writes': 9148, 'as': 562, 'were': 8960, 'from': 3403, 'within': 9077, 'eye': 2992, 'theatrical': 8173, 'effect': 2654, 'upon': 8649, 'well': 8956, 'do': 2436, 'insistence': 4316, 'peculiar': 5818, 'virtues': 8790, 'vices': 8760, 'portrayed': 6077, 'just': 4517, 'they': 8194, 'human': 4030, 'beings': 845, 'like': 4762, 'us': 8659, 'democratic': 2151, 'spirit': 7621, 'reflected': 6550, 'breathing': 1078, 'broad': 1106, 'humanity': 4035, 'true': 8452, 'universality': 8592, 'an': 390, 'unstudied': 8628, 'generosity': 3503, 'proceed': 6210, 'not': 5434, 'intellectual': 4346, 'conviction': 1769, 'understand': 8538, 'all': 334, 'forgive': 3325, 'instinctive': 4333, 'feeling': 3110, 'has': 3814, 'right': 6798, 'set': 7167, 'himself': 3927, 'up': 8644, 'judge': 4501, 'over': 5644, 'can': 1213, 'only': 5563, 'observe': 5486, 'record': 6524, '1834': 10, 'appeared': 467, '_the': 100, 'spades_': 7581, 'pushkin': 6343, 'cloak_': 1485, 'gogol': 3606, 'finishing': 3173, 'off': 5519, 'old': 5540, 'outgoing': 5632, 'style': 7876, 'romanticism': 6861, 'beginning': 832, 'new': 5377, 'characteristically': 1334, 'we': 8926, 'read': 6466, '_queen': 93, 'volume': 8821, 'likelihood': 4764, 'shall': 7199, 'enjoy': 2777, 'greatly': 3671, 'why': 9022, 'ask': 572, 'answer': 427, 'might': 5105, 'been': 814, 'printed': 6196, 'american': 370, 'magazine': 4921, 'name': 5307, 'john': 4477, 'brown': 1118, 'now': 5453, 'take': 8064, 'next': 5385, 'ah': 298, 'exclaim': 2903, 'genuine': 3522, 'surely': 7970, 'cannot': 1223, 'palm': 5700, 'me': 5018, 'jones': 4487, 'smith': 7459, 'because': 803, 'strikes': 7834, 'note': 5436, 'deep': 2097, 'sympathy': 8041, 'disinherited': 2360, 'wholly': 9019, 'free': 3369, 'artificiality': 553, 'typical': 8501, 'purely': 6328, 'realistic': 6479, 'fiction': 3137, 'reached': 6463, 'its': 4442, 'perfected': 5852, 'development': 2244, 'turgenev': 8475, 'tolstoy': 8312, 'though': 8223, 'heads': 3844, 'list': 4794, 'those': 8221, 'writers': 9147, 'made': 4915, 'country': 1839, 'famous': 3045, 'still': 7755, 'romanticist': 6862, 'universal': 8591, 'literary': 4802, 'fashion': 3063, 'day': 2035, 'however': 4019, 'already': 351, 'gave': 3488, 'strong': 7845, 'indication': 4223, 'peculiarly': 5820, 'genius': 3508, 'realism': 6478, 'sense': 7127, 'innovator': 4295, 'taking': 8067, 'cue': 1944, 'poetry': 6033, 'byron': 1181, 'prose': 6272, 'current': 1962, 'period': 5862, 'advance': 249, 'age': 279, 'had': 3750, 'revolutionary': 6765, 'streak': 7810, '_ode': 84, 'liberty_': 4737, 'bits': 918, 'verse': 8740, 'intimacy': 4375, 'decembrist': 2068, 'rebels': 6490, 'show': 7283, 'youthful': 9194, 'fire': 3178, 'soon': 7546, 'died': 2265, 'down': 2485, 'found': 3348, 'possible': 6088, 'accommodate': 173, 'life': 4747, 'high': 3919, 'functionary': 3424, 'courtier': 1848, 'severe': 7178, 'despot': 2217, 'nicholas': 5390, 'be': 779, 'sure': 7969, 'always': 360, 'hated': 3823, 'flirting': 3238, 'revolutionarism': 6764, 'never': 5374, 'displayed': 2380, 'great': 3668, 'originality': 5611, 'depth': 2176, 'thought': 8224, 'simply': 7346, 'extraordinarily': 2985, 'gifted': 3541, 'perfect': 5851, 'versifier': 8742, 'wondrous': 9096, 'lyrist': 4907, 'delicious': 2130, 'raconteur': 6405, 'endowed': 2752, 'grace': 3635, 'ease': 2615, 'power': 6110, 'expression': 2969, 'delighted': 2133, 'exacting': 2876, 'artistic': 555, 'him': 3926, 'aptly': 497, 'applies': 478, 'dictum': 2261, 'socrates': 7500, 'wisdom': 9063, 'poets': 6034, 'write': 9145, 'sort': 7559, 'inspiration': 4322, 'mean': 5023, 'convey': 1765, 'thinker': 8203, 'despised': 2215, 'nevertheless': 5375, 'would': 9125, 'occupy': 5506, 'lower': 4878, 'position': 6078, 'did': 2262, 'reputation': 6687, 'depend': 2167, 'contributions': 1753, 'value': 8689, 'artist': 554, 'descended': 2187, '_cloak_': 48, 'said': 6944, 'dostoyevsky': 2473, 'novel': 5449, '_poor': 91, 'people_': 5844, 'which': 8984, 'ten': 8135, 'years': 9169, 'later': 4662, 'way': 8924, 'merely': 5081, 'extension': 2974, 'shorter': 7269, 'tale': 8068, 'indeed': 4212, 'passion': 5765, 'common': 1576, 'people': 5843, 'embracing': 2709, 'penetrating': 5834, 'suffering': 7912, 'reach': 6462, 'climax': 1477, 'psychologist': 6298, 'delved': 2144, 'deeply': 2100, 'into': 4378, 'soul': 7563, 'especially': 2834, 'abnormal': 128, 'diseased': 2350, 'aspects': 580, 'between': 892, 'scenes': 7010, 'heart': 3857, 'rending': 6640, 'abject': 125, 'poverty': 6108, 'injustice': 4288, 'wrong': 9152, 'torments': 8334, 'mental': 5068, 'pathology': 5782, 'managed': 4957, 'exhaust': 2924, 'range': 6434, 'woe': 9083, 'analysed': 391, 'misery': 5147, 'intensity': 4354, 'painstaking': 5687, 'regard': 6565, 'most': 5223, 'harrowing': 3812, 'details': 2231, 'upsetting': 8653, 'normally': 5426, 'constituted': 1717, 'nerves': 5366, 'horrors': 3994, 'must': 5281, 'forgiven': 3326, 'motive': 5231, 'inspiring': 4324, 'overpowering': 5650, 'love': 4869, 'desire': 2202, 'induce': 4240, 'equal': 2815, 'others': 5620, 'horror': 3993, 'sake': 6949, '_tour': 106, 'de': 2040, 'force_': 3307, 'poe': 6029, 'purpose': 6333, 'purification': 6329, 'through': 8252, 'articles': 552, 'faith': 3029, 'following': 3283, 'corollary': 1800, 'mankind': 4960, 'make': 4944, 'leading': 4688, 'element': 2686, 'passionate': 5766, 'search': 7061, 'means': 5026, 'improving': 4170, 'lot': 4864, 'fervent': 3123, 'attachment': 627, 'social': 7497, 'ideas': 4083, 'ideals': 4082, 'more': 5212, 'ardently': 507, 'devoted': 2251, 'cause': 1285, 'than': 8160, 'plot': 6016, 'turn': 8480, 'reflection': 6552, 'intellectuals': 4347, 'russians': 6922, 'seriously': 7152, 'any': 442, 'nation': 5320, 'books': 1011, 'mere': 5080, 'diversion': 2422, 'demand': 2145, 'mirror': 5141, 'service': 7163, 'achieve': 199, 'highest': 3921, 'recognition': 6514, 'also': 352, 'need': 5349, 'necessarily': 5344, 'finished': 3172, 'everything': 2869, 'subordinated': 7888, 'main': 4936, 'requirements': 6694, 'humanitarian': 4034, 'fidelity': 3139, 'secret': 7079, 'marvellous': 4989, 'before': 822, 'supreme': 7966, 'function': 3423, 'stands': 7696, 'awed': 692, 'humbled': 4037, 'knows': 4592, 'cover': 1850, 'lack': 4614, 'sincerity': 7351, 'rhetorical': 6774, 'tricks': 8426, 'verbal': 8735, 'cleverness': 1475, 'if': 4091, 'possesses': 6084, 'essential': 2837, 'simplest': 7344, 'will': 9037, 'suffice': 7915, 'these': 8192, 'qualities': 6357, 'exemplified': 2921, 'both': 1032, 'consciousness': 1694, 'grappled': 3652, 'problems': 6208, 'welfare': 8955, 'artists': 558, 'larger': 4648, 'truthful': 8461, 'representation': 6668, 'narrower': 5316, 'keen': 4530, 'appreciation': 485, 'form': 3329, 'thoroughly': 8220, 'occidental': 5502, 'tastes': 8092, 'sought': 7562, 'regeneration': 6567, 'radical': 6408, 'progress': 6238, 'along': 347, 'lines': 4783, 'european': 2855, 'democracy': 2150, 'hand': 3774, 'salvation': 6961, 'return': 6744, 'primitive': 6188, 'christian': 1413, 'religion': 6605, 'work': 9104, 'importance': 4157, 'sportsman': 7646, 'sketches_': 7384, 'dealt': 2049, 'question': 6375, 'serfdom': 7148, 'wielded': 9031, 'tremendous': 8419, 'influence': 4268, 'bringing': 1102, 'about': 135, 'abolition': 132, 'every': 2867, 'succeeding': 7899, 'book': 1010, '_rudin_': 95, '_fathers': 52, 'sons_': 7545, '_virgin': 110, 'soil_': 7509, 'presented': 6153, 'vivid': 8807, 'contemporary': 1733, 'society': 7498, 'clash': 1445, 'generations': 3502, 'struggles': 7852, 'aspirations': 582, 'thoughts': 8229, 'engrossed': 2773, 'advanced': 250, 'youth': 9193, 'collected': 1540, 'remarkable': 6616, 'successive': 7902, 'movements': 5253, 'preparation': 6143, 'fraught': 3366, 'epochal': 2813, 'significance': 7327, 'culminated': 1946, 'overthrow': 5654, 'czarism': 1989, 'inauguration': 4182, 'marking': 4975, 'transformation': 8386, 'estimate': 2846, 'second': 7075, 'shakespeare': 7195, 'flaubert': 3224, 'enthusiastic': 2799, 'outburst': 5628, 'frenchman': 3376, 'comparison': 1588, 'illuminating': 4104, 'point': 6038, 'resemblance': 6697, 'magnitude': 4931, 'each': 2597, 'colossus': 1545, 'creates': 1884, 'characters': 1335, 'kings': 4563, 'princes': 6190, 'ladies': 4620, 'servants': 7159, 'maids': 4933, 'peasants': 5817, 'vastly': 8715, 'divergent': 2421, 'angle': 408, 'approach': 488, 'anna': 418, 'karenina': 4524, 'subtle': 7897, 'womanly': 9087, 'charm': 1343, 'olivia': 5546, 'portia': 6073, 'different': 2268, 'trials': 8425, 'could': 1825, 'treated': 8408, 'pages': 5678, 'except': 2892, 'sinning': 7361, 'gertrude': 3528, 'mother': 5226, 'hamlet': 3771, 'prejudices': 6139, 'accepted': 165, 'absurd': 155, 'moralities': 5210, 'conventions': 1758, 'institutions': 4335, 'gravedigger': 3666, 'naturally': 5324, 'inferior': 4258, 'lord': 4858, 'come': 1552, 'clown': 1504, 'mob': 5169, 'rabble': 6399, 'iconoclast': 4079, 'completest': 1606, 'independence': 4217, 'mind': 5121, 'utterly': 8674, 'refuses': 6562, 'accept': 164, 'established': 2840, 'opinions': 5577, 'probes': 6205, 'things': 8201, 'generous': 3504, 'comprehensive': 1619, 'absolute': 147, 'incapacity': 4184, 'evaluate': 2857, 'according': 181, 'station': 7715, 'rank': 6435, 'profession': 6226, 'standard': 7694, 'spiritual': 7624, 'worth': 9121, 'complete': 1604, 'contrast': 1752, 'men': 5064, 'creature': 1888, 'higher': 3920, 'possessed': 6083, 'supernatural': 7953, 'endowments': 2753, 'omniscience': 5556, 'insight': 4311, 'hiddenmost': 3914, 'springs': 7658, 'actions': 213, 'appear': 464, 'miraculous': 5137, 'makes': 4946, 'impression': 4166, 'detachment': 2230, 'reveal': 6748, 'while': 8985, 'greatness': 3672, 'blends': 947, 'oracle': 5589, 'uttering': 8673, 'profundities': 6236, 'wot': 9124, 'religious': 6607, 'moral': 5209, 'tracts': 8363, 'latter': 4667, 'instinct': 4332, 'beauty': 800, 'divest': 2426, 'sermons': 7155, 'earlier': 2604, 'novels': 5451, 'concern': 1637, 'bigness': 902, 'prince': 6189, 'pauper': 5796, 'alike': 331, 'extravagant': 2988, 'praise': 6119, 'then': 8182, 'let': 4724, 'echo': 2630, 'william': 9039, 'dean': 2050, 'howells': 4018, 'know': 4587, 'speak': 7589, 'measured': 5031, 'far': 3054, 'considered': 1705, 'valuable': 8688, 'exception': 2893, 'whose': 9021, 'rests': 6736, 'chiefly': 1385, 'generally': 3498, 'field': 3140, 'long': 4845, 'pre': 6127, 'eminence': 2715, 'otherwise': 5621, 'since': 7349, 'young': 9185, 'until': 8633, 'counted': 1831, 'therefore': 8189, 'gain': 3445, 'distinction': 2399, 'measure': 5030, 'success': 7900, 'better': 891, 'testimony': 8158, 'words': 9102, 'matthew': 5008, 'arnold': 531, 'critic': 1908, 'certainly': 1306, 'given': 3551, 'overstatement': 5651, '1887': 14, 'vogue': 8813, 'deserves': 2198, 'novelist': 5450, 'master': 4997, 'spell': 7609, 'what': 8967, 'external': 2977, 'internal': 4369, 'gesture': 3530, 'manner': 4962, 'less': 4722, 'willingly': 9041, 'themselves': 8181, 'known': 4591, 'imaginative': 4116, 'our': 5625, 'popular': 6063, 'present': 6152, 'moment': 5187, 'seem': 7098, 'hold': 3947, 'strict': 7828, 'censorship': 1297, 'imposed': 4160, 'many': 4966, 'contented': 1737, 'expressing': 2968, 'essays': 2836, 'driven': 2544, 'conceal': 1627, 'meaning': 5024, 'guise': 3733, 'satire': 6977, 'allegory': 336, 'rise': 6812, 'genre': 3510, 'editorial': 2649, 'essay': 2835, 'done': 2461, 'satirist': 6978, 'saltykov': 6958, 'pseudonym': 6297, 'shchedrin': 7221, 'achieved': 200, 'popularity': 6064, 'concluding': 1642, 'quarter': 6363, 'century': 1303, 'korolenko': 4599, 'garshin': 3478, 'arose': 532, 'cultivation': 1949, 'assumed': 607, 'alongside': 348, 'masters': 4999, 'gorky': 3620, 'andreyev': 398, 'same': 6962, 'active': 214, 'decade': 2060, 'nineteenth': 5401, 'temporary': 8131, 'defeat': 2103, '1906': 16, 'rendered': 6638, 'series': 7150, 'voice': 8814, 'sprung': 7661, 'embodiment': 2706, 'accumulated': 183, 'wrath': 9133, 'indignation': 4229, 'centuries': 1302, 'oppression': 5586, 'gentlemanly': 3516, 'tones': 8317, 'cultured': 1951, 'mighty': 5106, 'hammer': 3772, 'blows': 977, 'fell': 3115, 'decaying': 2062, 'fabric': 2999, 'longer': 4847, 'feeble': 3104, 'despairing': 2208, 'protest': 6278, 'strength': 7817, 'confidence': 1664, 'victory': 8768, 'onslaught': 5564, 'shook': 7259, 'tumbled': 8470, 'reaction': 6465, 'celebrated': 1294, 'lived': 4806, 'triumph': 8438, 'gloom': 3580, 'settled': 7171, 'again': 276, 'co': 1512, 'fighters': 3148, 'withdrew': 9075, 'battle': 775, 'despair': 2207, 'returning': 6746, 'mood': 5206, 'hopelessness': 3982, 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'rich': 6780, 'become': 804, 'born': 1028, 'taganarok': 8056, 'ukraine': 8508, '1860': 11, 'son': 7540, 'serf': 7147, 'succeeded': 7898, 'buying': 1175, 'freedom': 3371, 'studied': 7859, 'medicine': 5040, 'largely': 4647, 'acknowledged': 202, 'scientific': 7020, 'training': 8373, 'forty': 3345, 'four': 3352, 'dying': 2595, 'tuberculosis': 8464, '1904': 15, 'consist': 1707, 'sixteen': 7375, 'fair': 3024, 'sized': 7379, 'volumes': 8822, 'several': 7177, 'dramas': 2503, 'besides': 876, 'few': 3135, 'translation': 8390, 'critics': 1911, 'often': 5536, 'compared': 1586, 'maupassant': 5009, 'find': 3162, 'hard': 3798, 'discover': 2340, 'holds': 3950, 'does': 2442, 'likeness': 4767, 'ends': 2755, 'chill': 1391, 'wind': 9045, 'atmosphere': 625, 'created': 1883, 'objective': 5474, 'artistry': 557, 'commingled': 1570, 'warm': 8881, 'breath': 1075, 'tells': 8123, 'where': 8977, 'sympathies': 8040, 'lie': 4743, 'don': 2457, 'guess': 3725, 'tell': 8121, 'either': 2669, 'chronicling': 1416, 'facts': 3009, 'conditions': 1654, 'situations': 7373, 'reproduction': 6682, 'scrupulously': 7048, 'inexorable': 4251, 'without': 9078, 'obtruding': 5496, 'personality': 5884, 'somehow': 7534, 'manages': 4959, 'laugh': 4668, 'cry': 1937, 'shed': 7225, 'tear': 8109, 'horrified': 3992, 'contrives': 1754, 'feel': 3109, 'nearness': 5341, 'objectiveness': 5475, 'defies': 2111, 'analysis': 392, 'constitutes': 1718, 'charms': 1346, 'astounding': 617, 'resourcefulness': 6714, 'versatility': 8739, 'monotony': 5197, 'repetition': 6657, 'neither': 5363, 'incident': 4188, 'nor': 5424, 'knowledge': 4590, 'unlimited': 8600, 'idea': 4081, 'consider': 1701, 'sufficient': 7918, 'expand': 2933, 'disposes': 2385, 'example': 2884, '_vanka_': 109, 'apparently': 460, 'episode': 2812, 'childhood': 1388, 'nine': 5399, 'year': 9166, 'boy': 1051, 'really': 6481, 'tragedy': 8369, 'tempting': 8134, 'glimpses': 3573, 'past': 5769, 'environment': 2810, 'ominous': 5553, 'forebodings': 3312, 'future': 3441, 'contracted': 1748, 'space': 7577, 'five': 3201, 'lavish': 4674, 'inventiveness': 4397, 'effort': 2657, 'invent': 4393, 'used': 8661, 'word': 9101, 'expresses': 2967, 'lamely': 4630, 'faculty': 3011, 'distinguishes': 2403, 'reveals': 6750, 'revealed': 6749, 'special': 7593, 'organ': 5602, 'enabled': 2736, 'see': 7092, 'hear': 3851, 'mortals': 5221, 'dream': 2519, 'existence': 2931, 'lays': 4681, 'bare': 747, 'fictitious': 3138, 'invented': 4394, 'real': 6473, 'ordinary': 5600, 'familiar': 3041, 'playing': 6001, 'conceivable': 1631, 'objects': 5476, 'emotions': 2719, 'matter': 5006, 'microscopic': 5099, 'endows': 2754, 'virtue': 8789, 'steppe_': 7739, 'uneventful': 8562, 'travelling': 8400, 'after': 273, 'flat': 3221, 'monotonous': 5196, 'fields': 3141, 'becomes': 805, 'dramatic': 2504, 'interest': 4361, '125': 4, 'attribute': 652, 'follow': 3281, 'breathless': 1079, 'suspense': 7993, 'minute': 5132, 'description': 2191, 'declining': 2085, 'days': 2037, 'scientist': 7021, 'physical': 5922, 'faculties': 3010, 'gradually': 3639, 'ebbing': 2627, 'tiresome': 8290, 'story_': 7790, 'calls': 1203, 'vitality': 8804, 'conjured': 1680, 'magic': 4925, 'touch': 8345, 'strange': 7799, 'divination': 2428, 'term': 8147, 'invention': 4396, 'divines': 2430, 'impulses': 4176, 'scents': 7011, 'buried': 1144, 'subconscious': 7880, 'brings': 1103, 'surface': 7972, 'specialists': 7594, 'certain': 1305, 'strata': 7805, 'venture': 8732, 'beyond': 896, 'step': 7736, 'uncertain': 8520, 'material': 5003, 'delimited': 2137, 'equally': 2817, 'home': 3959, 'everywhere': 2870, 'labourer': 4610, 'merchant': 5074, 'priest': 6185, 'professional': 6227, 'scholar': 7014, 'military': 5112, 'officer': 5531, 'government': 3630, 'gentile': 3512, 'jew': 4465, 'woman': 9086, 'child': 1387, 'intimate': 4376, 'sharply': 7217, 'defined': 2112, 'individuals': 4239, 'types': 8500, 'women': 9088, 'children': 1390, 'play': 5996, 'part': 5736, 'clear': 1462, 'distinct': 2398, 'personalities': 5883, 'ariadne': 519, 'lilly': 4770, 'heroine': 3905, 'sudermann': 7908, '_song': 98, 'songs_': 7543, '_ariadne_': 42, 'single': 7354, 'darling_': 2023, 'ever': 2866, 'forget': 3323, 'separate': 7140, 'own': 5665, 'felt': 3118, 'feelings': 3111, 'spoke': 7641, 'she': 7223, 'loved': 4870, 'crushed': 1936, 'care': 1241, 'sank': 6969, 'sunk': 7941, 'husbands': 4067, 'became': 802, 'happy': 3796, 'compilation': 1597, 'guided': 3729, 'largest': 4649, 'prominent': 6248, 'specimens': 7600, 'characteristic': 1333, 'instances': 4327, 'case': 1265, 'selection': 7110, 'view': 8770, 'intrinsic': 4384, 'merit': 5083, 'rather': 6449, 'typifying': 8502, 'course': 1844, 'impossible': 4163, 'my': 5294, 'anthology': 434, 'gives': 3552, 'notion': 5445, 'achievement': 201, 'good': 3613, 'reading': 6471, 'reason': 6482, 'doubt': 2479, 'get': 3532, 'pleasure': 6012, 'addition': 223, 'prove': 6286, 'assistance': 598, 'students': 7858, 'task': 8087, 'doubly': 2478, '_shades_': 97, '_lazarus_': 68, '_current': 50, 'opinion_': 5576, 'revolutionist_': 6767, '_metropolitan': 76, 'magazine_': 4922, 'thanking': 8163, 'mr': 5255, 'edward': 2653, 'wheeler': 8972, 'editor': 2648, 'carl': 1254, 'hovey': 4016, 'permission': 5870, 'reprint': 6676, 'signature': 7324, 'alexsandr': 328, 'card': 1239, 'party': 5756, 'rooms': 6870, 'narumov': 5317, 'horse': 3995, 'guards': 3724, 'winter': 9060, 'passed': 5761, 'imperceptibly': 4145, 'clock': 1488, 'morning': 5216, 'company': 1584, 'sat': 6973, 'supper': 7955, 'won': 9089, 'ate': 619, 'appetite': 472, 'staring': 7701, 'absently': 146, 'empty': 2734, 'plates': 5991, 'champagne': 1320, 'conversation': 1759, 'animated': 415, 'took': 8321, 'fare': 3055, 'surin': 7975, 'asked': 574, 'host': 4001, 'oh': 5537, 'usual': 8666, 'confess': 1660, 'am': 361, 'unlucky': 8602, 'mirandole': 5140, 'keep': 4533, 'cool': 1782, 'allow': 338, 'anything': 446, 'put': 6347, 'lose': 4859, 'once': 5558, 'yourself': 9191, 'tempted': 8133, 'back': 704, 'red': 6531, 'your': 9189, 'firmness': 3188, 'astonishes': 615, 'think': 8202, 'hermann': 3900, 'guests': 3728, 'pointing': 6040, 'engineer': 2769, 'laid': 4625, 'wager': 8841, 'sits': 7370, 'here': 3898, 'till': 8276, 'watching': 8906, 'interests': 4364, 'much': 5258, 'sacrifice': 6932, 'necessary': 5345, 'winning': 9057, 'superfluous': 7947, 'economical': 2634, 'observed': 5487, 'tomsky': 8315, 'person': 5879, 'grandmother': 3646, 'countess': 1836, 'fedotovna': 3101, 'inquired': 4297, 'continued': 1744, 'punt': 6319, 'lady': 4622, 'eighty': 2667, 'punting': 6322, 'haven': 3831, 'faintest': 3021, 'listen': 4795, 'sixty': 7377, 'ago': 289, 'went': 8958, 'paris': 5730, 'sensation': 7126, 'run': 6914, 'catch': 1276, 'glimpse': 3572, 'muscovite': 5274, 'venus': 8733, 'richelieu': 6781, 'maintains': 4939, 'blew': 952, 'brains': 1057, 'consequence': 1697, 'cruelty': 1933, 'faro': 3058, 'occasion': 5499, 'court': 1846, 'considerable': 1702, 'sum': 7929, 'duke': 2577, 'orleans': 5613, 'removed': 6634, 'patches': 5775, 'face': 3000, 'hoops': 3976, 'informed': 4272, 'grandfather': 3644, 'loss': 4861, 'gaming': 3465, 'table': 8048, 'ordered': 5596, 'pay': 5806, 'money': 5193, 'deceased': 2063, 'remember': 6622, 'house': 4008, 'steward': 7746, 'dreaded': 2516, 'hearing': 3853, 'heavy': 3872, 'calculated': 1193, 'sums': 7935, 'pointed': 6039, 'six': 7374, 'months': 5204, 'spent': 7614, 'million': 5117, 'francs': 3363, 'moscow': 5222, 'saratov': 6970, 'estates': 2842, 'finally': 3160, 'refused': 6561, 'blank': 933, 'debt': 2058, 'box': 1049, 'ear': 2603, 'slept': 7423, 'herself': 3908, 'sign': 7322, 'displeasure': 2382, 'sent': 7133, 'husband': 4066, 'hoping': 3984, 'domestic': 2455, 'punishment': 6317, 'inflexible': 4264, 'entered': 2791, 'reasonings': 6485, 'explanations': 2959, 'thinking': 8204, 'able': 127, 'convince': 1771, 'debts': 2059, 'difference': 2267, 'coachmaker': 1514, 'vain': 8680, 'remained': 6612, 'obdurate': 5468, 'shortly': 7271, 'acquainted': 206, 'heard': 3852, 'count': 1830, 'st': 7673, 'germain': 3525, 'whom': 9020, 'told': 8310, 'represented': 6672, 'wandering': 8870, 'discoverer': 2342, 'elixir': 2690, 'philosopher': 5914, 'stone': 7774, 'forth': 3339, 'laughed': 4669, 'charlatan': 1342, 'casanova': 1264, 'memoirs': 5061, 'says': 6995, 'spy': 7665, 'spite': 7626, 'mystery': 5299, 'surrounding': 7985, 'fascinating': 3061, 'circles': 1426, 'retains': 6739, 'affectionate': 264, 'recollection': 6518, 'angry': 410, 'speaks': 7592, 'disrespectfully': 2391, 'knew': 4578, 'large': 4646, 'disposal': 2383, 'resolved': 6710, 'recourse': 6527, 'letter': 4725, 'asking': 576, 'delay': 2122, 'queer': 6369, 'immediately': 4128, 'waited': 8850, 'overwhelmed': 5659, 'grief': 3686, 'described': 2190, 'blackest': 926, 'colours': 1549, 'barbarity': 743, 'ended': 2748, 'declaring': 2083, 'depended': 2168, 'friendship': 3390, 'amiability': 371, 'want': 8873, 'easy': 2621, 'paid': 5679, 'should': 7274, 'bring': 1101, 'fresh': 3381, 'troubles': 8448, 'getting': 3534, 'difficulty': 2272, 'win': 9044, 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2987, 'telling': 8122, 'solemn': 7518, 'promise': 6250, 'opponent': 5578, 'game': 3461, 'staked': 7687, 'fifty': 3146, 'rubles': 6900, 'doubled': 2477, 'stake': 7686, 'pursuing': 6339, 'tactics': 8055, 'go': 3592, 'bed': 807, 'dawn': 2034, 'emptied': 2732, 'glasses': 3563, 'leave': 4702, 'ii': 4097, 'seated': 7072, 'dressing': 2532, 'room': 6868, 'front': 3404, 'looking': 4853, 'glass': 3562, 'waiting': 8851, 'stood': 7777, 'around': 533, 'held': 3880, 'pot': 6095, 'rouge': 6881, 'hair': 3757, 'pins': 5962, 'tall': 8077, 'bright': 1095, 'ribbons': 6779, 'slightest': 7426, 'pretensions': 6168, 'preserved': 6158, 'habits': 3748, 'dressed': 2530, 'accordance': 180, 'seventy': 7176, 'careful': 1245, 'toilette': 8307, 'previously': 6177, 'near': 5335, 'window': 9047, 'embroidery': 2711, 'frame': 3362, 'ward': 8879, 'grandmamma': 3645, 'entering': 2792, '_bonjour': 45, 'mademoiselle': 4916, 'lise_': 4791, 'something': 7536, 'paul': 5793, 'introduce': 4385, 'friends': 3389, 'ball': 719, 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'look': 4851, 'moments': 5190, 'afterwards': 275, 'corner': 1797, 'side': 7310, 'street': 7815, 'blush': 984, 'covered': 1851, 'cheeks': 1362, 'bent': 871, 'returned': 6745, 'completely': 1605, 'order': 5595, 'carriage': 1257, 'drive': 2543, 'arrange': 537, 'deaf': 2045, 'got': 3624, 'ready': 6472, 'hastening': 3818, 'ante': 432, 'aleksandrovich': 325, 'obliged': 5480, 'running': 6916, 'going': 3608, 'dress': 2529, 'plenty': 6014, 'sit': 7368, 'open': 5567, 'aloud': 349, 'companion': 1582, 'louder': 4867, 'wait': 8849, 'footstool': 3301, 'nearer': 5337, 'yawned': 9164, 'nonsense': 5421, 'thanks': 8164, 'intolerable': 4379, 'liza': 4813, 'hastened': 3817, 'minutes': 5133, 'ring': 6805, 'came': 1209, 'door': 2467, 'valet': 8684, 'hat': 3820, 'elaborate': 2670, 'intend': 4349, 'captivate': 1236, 'weather': 8939, 'windy': 9050, 'ladyship': 4623, 'calm': 1204, 'talking': 8076, 'bitterly': 921, 'cold': 1530, 'unharness': 8581, 'horses': 3996, 'deck': 2078, 'mine': 5125, 'unfortunate': 8572, 'bread': 1068, 'stranger': 7801, 'bitter': 920, 'dante': 2012, 'staircase': 7683, 'climb': 1478, 'bitterness': 922, 'dependence': 2169, 'quality': 6358, 'capricious': 1233, 'spoilt': 7640, 'being': 844, 'avaricious': 677, 'egotistical': 2662, 'seen': 7102, 'participated': 5741, 'vanities': 8697, 'balls': 722, 'painted': 5689, 'fashioned': 3064, 'deformed': 2113, 'indispensable': 4234, 'ornament': 5614, 'approached': 489, 'bow': 1045, 'ceremony': 1304, 'nobody': 5409, 'further': 3436, 'notice': 5441, 'received': 6496, 'town': 8354, 'strictest': 7829, 'etiquette': 2853, 'recognise': 6512, 'faces': 3002, 'numerous': 5459, 'domestics': 2456, 'growing': 3712, 'fat': 3069, 'chamber': 1316, 'hall': 3765, 'liked': 4763, 'vied': 8769, 'robbing': 6840, 'aged': 280, 'faced': 3001, 'martyr': 4986, 'household': 4009, 'tea': 8103, 'reproached': 6678, 'using': 8665, 'sugar': 7920, 'faults': 3081, 'visited': 8799, 'accompanied': 174, 'walks': 8862, 'answerable': 428, 'state': 7710, 'pavement': 5802, 'salary': 6952, 'attached': 626, 'post': 6090, 'rarely': 6443, 'expected': 2938, 'everybody': 2868, 'else': 2693, 'say': 6993, 'pitiable': 5970, 'role': 6852, 'danced': 2004, 'partner': 5752, 'wanted': 8874, 'arm': 524, 'lead': 4686, 'attend': 636, 'dresses': 2531, 'self': 7111, 'conscious': 1693, 'keenly': 4532, 'looked': 4852, 'impatience': 4140, 'deliverer': 2140, 'rescue': 6695, 'calculating': 1194, 'giddiness': 3539, 'honoured': 3969, 'times': 8279, 'prettier': 6170, 'hearted': 3858, 'marriageable': 4978, 'girls': 3549, 'hovered': 4014, 'quietly': 6388, 'slink': 7430, 'glittering': 3578, 'wearisome': 8937, 'drawing': 2512, 'chest': 1379, 'drawers': 2511, 'bedstead': 811, 'tallow': 8079, 'candle': 1215, 'burnt': 1150, 'feebly': 3106, 'copper': 1788, 'stick': 7747, 'week': 8946, 'previous': 6176, 'scene': 7009, 'assisted': 601, 'happening': 3791, 'caught': 1284, 'sight': 7321, 'standing': 7695, 'motionless': 5230, 'eyes': 2996, 'fixed': 3204, 'lowered': 4879, 'place': 5973, 'habit': 3747, 'coquetting': 1793, 'passing': 5764, 'continue': 1743, 'gaze': 3491, 'sewing': 7183, 'couple': 1840, 'hours': 4007, 'raising': 6429, 'dinner': 2295, 'announced': 420, 'rose': 6875, 'glancing': 3560, 'casually': 1273, 'perceived': 5847, 'seemed': 7099, 'uneasiness': 8556, 'stepping': 7741, 'saw': 6992, 'close': 1490, 'concealed': 1628, 'fur': 3429, 'collar': 1535, 'dark': 2018, 'sparkled': 7586, 'beneath': 867, 'cap': 1225, 'alarmed': 319, 'trembled': 8415, 'accustomed': 194, 'drew': 2534, 'prey': 6178, 'curiosity': 1957, 'agitated': 287, 'forward': 3346, 'making': 4947, 'appearance': 465, 'customary': 1979, 'hour': 4006, 'mute': 5284, 'acquaintance': 204, 'sitting': 7371, 'grateful': 3658, 'sharp': 7214, 'sudden': 7906, 'flush': 3262, 'pale': 5695, 'glances': 3559, 'met': 5090, 'commenced': 1567, 'smile': 7453, 'girl': 3548, 'beat': 793, 'violently': 8786, 'regretted': 6576, 'thoughtless': 8227, 'betrayed': 890, 'volatile': 8818, 'naturalised': 5323, 'inherited': 4282, 'capital': 1229, 'firmly': 3187, 'convinced': 1772, 'necessity': 5346, 'preserving': 6159, 'private': 6201, 'income': 4199, 'allowing': 340, 'luxury': 4903, 'moreover': 5213, 'reserved': 6701, 'ambitious': 368, 'companions': 1583, 'opportunity': 5581, 'merry': 5086, 'expense': 2945, 'extreme': 2989, 'parsimony': 5734, 'passions': 5767, 'ardent': 506, 'imagination': 4115, 'disposition': 2386, 'errors': 2829, 'thus': 8267, 'gamester': 3463, 'touched': 8346, 'risk': 6816, 'nights': 5395, 'together': 8304, 'feverish': 3133, 'anxiety': 439, 'turns': 8483, 'powerful': 6111, 'nothing': 5440, 'walked': 8858, 'streets': 7816, 'petersburg': 5895, 'names': 5310, 'try': 8462, 'fortune': 3344, 'introduced': 4386, 'favour': 3082, 'itself': 4443, 'economy': 2635, 'temperance': 8126, 'industry': 4246, 'double': 2476, 'increase': 4208, 'sevenfold': 7173, 'procure': 6218, 'myself': 5296, 'musing': 5280, 'principal': 6192, 'antiquated': 436, 'architecture': 504, 'blocked': 961, 'equipages': 2819, 'carriages': 1258, 'brilliantly': 1100, 'illuminated': 4103, 'doorway': 2470, 'stepped': 7740, 'shaped': 7207, 'foot': 3295, 'boot': 1016, 'silk': 7335, 'stockings': 7767, 'shoes': 7257, 'member': 5059, 'diplomatic': 2296, 'furs': 3435, 'cloaks': 1487, 'rapid': 6436, 'gigantic': 3543, 'porter': 6071, 'entrance': 2804, 'stopped': 7782, 'watchman': 8907, 'started': 7706, 'walking': 8861, 'owner': 5666, 'modest': 5174, 'lodging': 4835, 'sleep': 7412, 'doze': 2492, 'green': 3676, 'tables': 8049, 'piles': 5949, 'banknotes': 733, 'heaps': 3850, 'ducats': 2571, 'uninterruptedly': 8587, 'gathered': 3483, 'gold': 3609, 'filled': 3156, 'pockets': 6026, 'notes': 5437, 'woke': 9084, 'sighed': 7318, 'imaginary': 4114, 'wealth': 8931, 'sallying': 6954, 'residence': 6703, 'unknown': 8597, 'attracted': 650, 'thither': 8215, 'windows': 9048, 'luxuriant': 4901, 'black': 924, 'probably': 6204, 'complexion': 1608, 'pair': 5691, 'decided': 2072, 'fate': 3071, 'iii': 4098, 'taken': 8065, 'vehicle': 8721, 'prepared': 6146, 'seats': 7073, 'footmen': 3299, 'assisting': 602, 'enter': 2790, 'beside': 875, 'wheel': 8971, 'grasped': 3654, 'alarm': 318, 'caused': 1286, 'presence': 6151, 'disappeared': 2313, 'fingers': 3170, 'glove': 3585, 'during': 2586, 'custom': 1978, 'airing': 308, 'constantly': 1716, 'questions': 6380, 'bridge': 1092, 'written': 9151, 'signboard': 7325, 'vague': 8678, 'answers': 430, 'exclaimed': 2904, 'senses': 7130, 'heaven': 3865, 'thanked': 8162, 'plainly': 5980, 'enough': 2783, 'ran': 6431, 'sealed': 7055, 'contained': 1729, 'declaration': 2080, 'tender': 8137, 'respectful': 6718, 'copied': 1786, 'exceedingly': 2888, 'uneasy': 8557, 'confidential': 1666, 'relations': 6594, 'boldness': 1000, 'imprudent': 4171, 'behaviour': 839, 'cease': 1290, 'assuming': 608, 'towards': 8351, 'check': 1358, 'perplexity': 5876, 'female': 3119, 'friend': 3385, 'adviser': 258, 'length': 4717, 'pen': 5831, 'paper': 5713, 'tore': 8330, 'expressed': 2966, 'inviting': 4412, 'decisive': 2076, 'satisfied': 6981, 'intentions': 4358, 'honourable': 3968, 'offend': 5521, 'begin': 831, 'complain': 1599, 'undeserved': 8546, 'slight': 7425, 'opened': 5568, 'ventilator': 8731, 'threw': 8241, 'trusting': 8459, 'perception': 5849, 'pick': 5929, 'picked': 5931, 'repaired': 6647, 'confectioner': 1658, 'shop': 7262, 'breaking': 1071, 'seal': 7054, 'envelope': 2807, 'inside': 4310, 'occupied': 5505, 'intrigue': 4382, 'eyed': 2995, 'milliner': 5116, 'establishment': 2841, 'brought': 1116, 'fearing': 3089, 'suddenly': 7907, 'recognised': 6513, 'mistake': 5155, 'smiling': 7456, 'knowingly': 4589, 'goodness': 3614, 'glanced': 3558, 'requested': 6690, 'interview': 4374, 'audacious': 655, 'request': 6689, 'fragments': 3359, 'torn': 8335, 'disconcerted': 2333, 'remark': 6615, 'ought': 5624, 'ashamed': 569, 'translated': 8389, 'bore': 1023, 'full': 3418, 'inflexibility': 4263, 'disordered': 2371, 'condition': 1653, 'uncontrollable': 8527, 'sending': 7123, 'intoxicated': 4381, 'embassy': 2704, 'remain': 6611, 'seeing': 7094, 'gone': 3612, 'swiss': 8032, 'usually': 8667, 'goes': 3605, 'lodge': 4833, 'eleven': 2689, 'walk': 8857, 'straight': 7794, 'upstairs': 8654, 'meet': 5049, 'anybody': 443, 'probable': 6203, 'maidservants': 4934, 'bedroom': 810, 'doors': 2469, 'leads': 4689, 'cabinet': 1185, 'enters': 2793, 'corridor': 1811, 'end': 2743, 'winding': 9046, 'tiger': 8273, 'arrive': 545, 'terrible': 8150, 'violence': 8784, 'sleety': 7418, 'snow': 7486, 'flakes': 3210, 'lamps': 4634, 'emitted': 2716, 'light': 4752, 'deserted': 2194, 'sledge': 7410, 'drawn': 2513, 'sorry': 7558, 'hack': 3749, 'belated': 847, 'passenger': 5762, 'enveloped': 2808, 'thick': 8195, 'overcoat': 5645, 'carry': 1260, 'arms': 530, 'wrapped': 9129, 'sable': 6928, 'clad': 1437, 'mantle': 4964, 'ornamented': 5615, 'wreath': 9135, 'followed': 3282, 'closed': 1491, 'rolled': 6854, 'heavily': 3869, 'yielding': 9182, 'shut': 7304, 'lamp': 4633, 'watch': 8902, 'twenty': 8486, 'impatiently': 4142, 'remaining': 6613, 'pass': 5759, 'precisely': 6133, 'ascended': 564, 'steps': 7742, 'brightly': 1097, 'vestibule': 8751, 'hastily': 3819, 'footman': 3298, 'asleep': 578, 'antique': 437, 'chair': 1311, 'firm': 3185, 'dining': 2294, 'darkness': 2021, 'penetrated': 5833, 'images': 4113, 'golden': 3610, 'burning': 1148, 'faded': 3013, 'stuffed': 7864, 'chairs': 1313, 'divans': 2420, 'soft': 7504, 'cushions': 1977, 'melancholy': 5052, 'symmetry': 8038, 'walls': 8865, 'hung': 4051, 'china': 1397, 'portraits': 6076, 'madame': 4914, 'lebrun': 4705, 'stout': 7791, 'uniform': 8583, 'star': 7698, 'breast': 1073, 'beautiful': 798, 'aquiline': 498, 'nose': 5429, 'forehead': 3316, 'curls': 1960, 'powdered': 6109, 'corners': 1799, 'porcelain': 6066, 'shepherds': 7238, 'shepherdesses': 7237, 'clocks': 1489, 'workshop': 9110, 'lefroy': 4707, 'bandboxes': 726, 'roulettes': 6885, 'fans': 3051, 'playthings': 6003, 'amusement': 387, 'montgolfier': 5202, 'balloons': 721, 'mesmer': 5087, 'magnetism': 4927, 'rage': 6412, 'iron': 4417, 'led': 4706, 'retraced': 6741, 'slowly': 7440, 'struck': 7849, 'twelve': 8485, 'strokes': 7843, 'echoed': 2631, 'quiet': 6386, 'leaning': 4692, 'stove': 7793, 'regularly': 6577, 'dangerous': 2007, 'inevitable': 4249, 'undertaking': 8544, 'distant': 2397, 'noise': 5412, 'wheels': 8973, 'involuntary': 4414, 'agitation': 288, 'possession': 6086, 'sound': 7565, 'bustle': 1161, 'hither': 3940, 'confusion': 1674, 'voices': 8815, 'alive': 333, 'voltaire': 8820, 'armchair': 525, 'peeped': 5824, 'chink': 1399, 'hurried': 4061, 'spiral': 7619, 'assailed': 584, 'pricking': 6182, 'conscience': 1690, 'emotion': 2718, 'transitory': 8388, 'petrified': 5898, 'undress': 8552, 'bedecked': 809, 'wig': 9034, 'white': 9005, 'closely': 1492, 'cut': 1983, 'hairpins': 3759, 'showers': 7285, 'yellow': 9175, 'satin': 6976, 'brocaded': 1108, 'silver': 7338, 'swollen': 8033, 'feet': 3114, 'witness': 9079, 'repugnant': 6685, 'mysteries': 5297, 'gown': 3632, 'costume': 1818, 'suitable': 7926, 'hideous': 3916, 'general': 3497, 'suffered': 7911, 'sleeplessness': 7416, 'undressed': 8553, 'dismissed': 2368, 'candles': 1217, 'mumbling': 5262, 'flaccid': 3208, 'swaying': 8009, 'fro': 3401, 'dull': 2580, 'vacancy': 8676, 'rocking': 6844, 'body': 994, 'voluntary': 8823, 'action': 212, 'galvanic': 3457, 'mechanism': 5037, 'inexplicable': 4252, 'ceased': 1291, 'tremble': 8414, 'low': 4877, 'intention': 4356, 'doing': 2447, 'harm': 3806, 'silence': 7330, 'bending': 866, 'repeated': 6651, 'silent': 7332, 'insure': 4344, 'happiness': 3795, 'seeking': 7096, 'joke': 4483, 'assure': 611, 'joking': 4485, 'angrily': 409, 'helped': 3884, 'visibly': 8793, 'features': 3097, 'quickly': 6385, 'resumed': 6738, 'former': 3334, 'immobility': 4132, 'grandsons': 3649, 'spendthrift': 7613, 'preserve': 6157, 'paternal': 5778, 'inheritance': 4281, 'die': 2264, 'demon': 2153, 'thrown': 8256, 'paused': 5798, 'tremblingly': 8418, 'awaited': 682, 'knees': 4576, 'rapture': 6440, 'entreat': 2805, 'wife': 9032, 'sacred': 6931, 'reject': 6585, 'prayer': 6124, 'connected': 1682, 'sin': 7348, 'eternal': 2848, 'bargain': 751, 'devil': 2246, 'reflect': 6549, 'live': 4805, 'sins': 7362, 'hands': 3781, 'grandchildren': 3643, 'bless': 948, 'memory': 5063, 'reverence': 6754, 'saint': 6947, 'answered': 429, 'hag': 3754, 'grinding': 3694, 'teeth': 8115, 'pistol': 5968, 'pocket': 6024, 'exhibited': 2927, 'protect': 6275, 'shot': 7272, 'backwards': 708, 'childish': 1389, 'iv': 4444, 'chambermaid': 1318, 'reluctantly': 6609, 'assist': 597, 'saying': 6994, 'trembling': 8417, 'expecting': 2939, 'glance': 3557, 'prevented': 6174, 'keeping': 4534, 'appointment': 482, 'undressing': 8554, 'recall': 6491, 'circumstances': 1428, 'carried': 1259, 'weeks': 8947, 'correspondence': 1809, 'inducing': 4242, 'grant': 3650, 'nocturnal': 5410, 'bottom': 1036, 'spoken': 7642, 'piqued': 5967, 'pauline': 5794, 'contrary': 1751, 'flirt': 3237, 'wished': 9068, 'revenge': 6752, 'air': 307, 'engaged': 2767, 'endless': 2750, 'mazurka': 5017, 'teasing': 8114, 'partiality': 5739, 'imagined': 4119, 'jests': 4464, 'happily': 3794, 'aimed': 304, 'learnt': 4698, 'distinguished': 2402, 'romantic': 6860, 'profile': 6229, 'napoleon': 5312, 'mephistopheles': 5072, 'believe': 850, 'least': 4700, 'crimes': 1900, 'headache': 3838, 'whatever': 8968, 'dissatisfied': 2392, 'act': 210, 'differently': 2269, 'designs': 2201, 'listens': 4798, 'attentively': 644, 'church': 1418, 'parade': 5716, 'approaching': 491, '_oubli': 86, 'ou': 5623, 'regret_': 6575, 'interrupted': 4372, 'tantalisingly': 8083, 'interesting': 4363, 'chosen': 1410, 'effecting': 2655, 'reconciliation': 6523, 'dance': 2003, 'conducted': 1656, 'longed': 4846, 'renew': 6641, 'departure': 2166, 'talk': 8073, 'dreamer': 2521, 'portrait': 6075, 'sketched': 7383, 'coincided': 1528, 'picture': 5936, 'formed': 3333, 'latest': 4663, 'romances': 6859, 'countenance': 1832, 'admirer': 237, 'invested': 4400, 'attributes': 654, 'capable': 1226, 'alarming': 320, 'crossed': 1920, 'adorned': 246, 'uncovered': 8528, 'bosom': 1030, 'shuddered': 7300, 'terrified': 8153, 'afraid': 271, 'added': 222, 'happened': 3790, 'terror': 8155, 'desires': 2204, 'bold': 997, 'obstinate': 5490, 'pursuit': 6340, 'yearned': 9167, 'satisfy': 6982, 'blind': 953, 'tool': 8322, 'robber': 6837, 'murderer': 5267, 'benefactress': 868, 'wept': 8959, 'tears': 8111, 'agonised': 290, 'repentance': 6655, 'gazed': 3492, 'violent': 8785, 'wonderful': 9092, 'enhanced': 2774, 'produce': 6221, 'hardened': 3799, 'grieved': 3687, 'irreparable': 4424, 'obtain': 5492, 'monster': 5198, 'loaded': 4820, 'extinguished': 2978, 'illumined': 4106, 'wiped': 9062, 'stained': 7682, 'fierce': 3142, 'frown': 3408, 'attitude': 648, 'conducting': 1657, 'drawer': 2510, 'key': 4541, 'handed': 3775, 'instructions': 4336, 'pressed': 6161, 'limp': 4779, 'kissed': 4566, 'bowed': 1046, 'tranquillity': 8381, 'earnestly': 2607, 'reality': 6480, 'tapestry': 8084, 'descend': 2185, 'coming': 1560, 'glided': 3569, 'embroidered': 2710, 'coat': 1520, '_à': 116, 'oiseau': 5539, 'royal_': 6891, 'pressing': 6162, 'cornered': 1798, 'gallant': 3451, 'mouldering': 5234, 'grave': 3665, 'mistress': 5159, 'traversed': 8402, 'fatal': 3070, 'convent': 1757, 'honours': 3970, 'mortal': 5220, 'remains': 6614, 'remorse': 6629, 'stifle': 7751, 'entertaining': 2795, 'belief': 848, 'superstitious': 7954, 'believing': 852, 'exercise': 2923, 'evil': 2874, 'obsequies': 5484, 'implore': 4153, 'pardon': 5726, 'crowd': 1927, 'coffin': 1527, 'placed': 5974, 'catafalque': 1275, 'velvet': 8725, 'baldachin': 718, 'lay': 4679, 'lace': 4612, 'robe': 6841, 'members': 5060, '_caftans_': 46, 'armorial': 528, 'shoulders': 7276, 'relatives': 6596, 'mourning': 5243, '_une': 107, 'affectation_': 263, 'surprised': 7981, 'preacher': 6129, 'pronounced': 6256, 'funeral': 3427, 'sermon': 7153, 'touching': 8348, 'peaceful': 5811, 'righteous': 6799, 'angel': 404, 'orator': 5591, 'pious': 5963, 'meditation': 5042, 'midnight': 5101, 'bridegroom': 1090, 'concluded': 1641, 'amidst': 375, 'farewell': 3056, 'corpse': 1802, 'render': 6637, 'homage': 3958, 'participator': 5742, 'frivolous': 3400, 'amusements': 388, 'ground': 3707, 'knelt': 4577, 'stones': 7775, 'darted': 2026, 'mocking': 5171, 'winked': 9056, 'false': 3038, 'borne': 1029, 'fainting': 3022, 'porch': 6067, 'disturbed': 2417, 'solemnity': 7519, 'gloomy': 3581, 'congregation': 1679, 'murmur': 5270, 'thin': 8199, 'chamberlain': 1317, 'relative': 6595, 'whispered': 8999, 'natural': 5322, 'coldly': 1532, 'strangely': 7800, 'excited': 2899, 'repairing': 6648, 'restaurant': 6726, 'dine': 2292, 'drank': 2505, 'wine': 9051, 'deadening': 2043, 'inward': 4415, 'served': 7161, 'excite': 2898, 'moon': 5207, 'shining': 7245, 'somebody': 7533, 'orderly': 5598, 'drunk': 2563, 'expedition': 2943, 'presently': 6155, 'footsteps': 3300, 'softly': 7506, 'floor': 3252, 'slippers': 7433, 'mistook': 5158, 'nurse': 5461, 'wondered': 9091, 'rapidly': 6438, 'across': 209, 'ace': 195, 'marry': 4980, 'turned': 8481, 'round': 6886, 'shuffling': 7302, 'gait': 3448, 'recover': 6528, 'lying': 4905, 'waking': 8856, 'information': 4271, 'obtained': 5493, 'locked': 4830, 'vision': 8794, 'vi': 8757, 'exist': 2929, 'drove': 2556, 'perpetually': 5874, 'continually': 1741, 'slender': 7422, 'hearts': 3861, 'reminded': 6625, 'haunted': 3829, 'shapes': 7209, 'threes': 8239, 'bloomed': 969, 'forms': 3337, 'magnificent': 4929, 'sevens': 7174, 'gothic': 3625, 'portals': 6070, 'aces': 196, 'transformed': 8387, 'spiders': 7616, 'profitable': 6231, 'purchased': 6325, 'dearly': 2054, 'applying': 480, 'furlough': 3432, 'travel': 8397, 'abroad': 141, 'tempt': 8132, 'public': 6300, 'gambling': 3460, 'houses': 4011, 'abounded': 134, 'spared': 7584, 'trouble': 8446, 'gamesters': 3464, 'presided': 6160, 'chekalinsky': 1369, 'amassed': 362, 'accepting': 166, 'bills': 906, 'exchange': 2896, 'winnings': 9058, 'paying': 5807, 'losses': 4862, 'experience': 2948, 'secured': 7087, 'cook': 1778, 'agreeable': 294, 'manners': 4963, 'gained': 3446, 'respect': 6715, 'flocked': 3243, 'forgetting': 3324, 'preferring': 6138, 'seductions': 7091, 'suite': 7927, 'attentive': 643, 'crowded': 1928, 'generals': 3499, 'privy': 6202, 'counsellors': 1829, 'whist': 9001, 'lolling': 4841, 'carelessly': 1248, 'sofas': 7503, 'eating': 2624, 'ices': 4078, 'smoking': 7463, 'pipes': 5965, 'assembled': 588, 'score': 7027, 'players': 5999, 'dignified': 2277, 'silvery': 7341, 'florid': 3253, 'twinkled': 8491, 'perpetual': 5873, 'friendly': 3388, 'stand': 7693, 'dealing': 2048, 'thirty': 8212, 'throw': 8254, 'politely': 6053, 'requests': 6691, 'player': 5998, 'chanced': 1323, 'bend': 864, 'shuffled': 7301, 'stretching': 7824, 'silently': 7333, 'acquiescence': 207, 'laughingly': 4671, 'congratulated': 1677, 'abjuration': 126, 'abstention': 153, 'practised': 6117, 'chalk': 1314, 'banker': 732, 'contracting': 1749, 'muscles': 5273, 'excuse': 2912, 'clearly': 1465, 'inform': 4270, 'token': 8308, 'consent': 1695, 'facilitate': 3004, 'reckoning': 6510, 'examining': 2883, 'cursory': 1968, 'showing': 7286, 'astonishment': 616, 'frowned': 3409, 'settle': 7170, 'please': 6010, 'number': 5458, 'lemonade': 4716, 'punters': 6321, 'greeted': 3680, 'gracious': 3637, 'knave': 4573, 'exclamation': 2907, 'evidently': 2873, 'ill': 4100, 'ninety': 5402, 'pocketed': 6025, 'coolest': 1783, 'extraordinary': 2986, 'quitted': 6395, 'impatient': 4141, 'pack': 5674, 'pile': 5948, 'duel': 2575, 'reigned': 6582, 'instead': 4330, 'ironically': 4418, 'seized': 7105, 'perfectly': 5854, 'commotion': 1578, 'splendidly': 7631, 'punted': 6320, 'afresh': 272, 'confined': 1668, '17': 9, 'obukhov': 5497, 'hospital': 3999, 'mutters': 5287, 'unusual': 8640, 'rapidity': 6437, 'married': 4979, 'amiable': 372, 'somewhere': 7539, 'receipt': 6494, 'supporting': 7960, 'promoted': 6253, 'captain': 1235, 'nikolay': 5396, 'department': 2164, 'mention': 5070, 'touchiest': 8347, 'departments': 2165, 'regiments': 6571, 'courts': 1849, 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7356, 'fetched': 3129, 'fails': 3018, '23rd': 21, 'march': 4968, 'fine': 3165, 'due': 2574, 'arrangements': 539, 'baptised': 739, 'opposite': 5584, 'godfather': 3599, 'ivanovich': 4448, 'eroshkin': 2825, 'estimable': 2845, 'clerk': 1470, 'senate': 7120, 'godmother': 3603, 'arina': 520, 'semyonovna': 7119, 'bielobrinshkova': 899, 'rare': 6442, 'offered': 5526, 'choice': 1402, 'mokiya': 5184, 'sossiya': 7561, 'khozdazat': 4546, 'calendar': 1197, 'triphily': 8437, 'dula': 2578, 'varakhasy': 8705, 'awful': 693, 'varadat': 8704, 'varukh': 8711, 'page': 5677, 'pavsikakhy': 5804, 'vakhtisy': 8682, 'christened': 1412, 'whereat': 8980, 'grimace': 3692, 'foresaw': 3319, 'mentioned': 5071, 'directors': 2305, 'chiefs': 1386, 'kinds': 4560, 'changed': 1325, 'occupation': 5503, 'copying': 1791, 'affirmed': 268, 'shown': 7287, 'seat': 7071, 'fly': 3267, 'flown': 3259, 'reception': 6503, 'superiors': 7952, 'coolly': 1784, 'despotic': 2218, 'insignificant': 4312, 'assistant': 599, 'thrust': 8257, 'amongst': 378, 'bred': 1080, 'observing': 5488, 'whether': 8983, 'fun': 3422, 'wit': 9072, 'permitted': 5872, 'concocted': 1645, 'landlady': 4637, 'declared': 2082, 'strewed': 7825, 'calling': 1202, 'amid': 374, 'annoyances': 423, 'unbearable': 8516, 'jogged': 4476, 'attending': 640, 'insult': 4341, 'uttered': 8672, 'moved': 5251, 'newcomer': 5379, 'pattern': 5791, 'sport': 7644, 'undergone': 8535, 'aspect': 579, 'unseen': 8620, 'force': 3306, 'repelled': 6653, 'comrades': 1626, 'supposition': 7964, 'decent': 2069, 'gayest': 3490, 'recurred': 6530, 'moving': 5254, 'resounded': 6712, 'thy': 8268, 'brother': 1115, 'inhumanity': 4285, 'savage': 6989, 'coarseness': 1518, 'refined': 6547, 'worldly': 9112, 'refinement': 6548, 'acknowledges': 203, 'upright': 8651, 'difficult': 2270, 'entirely': 2802, 'duties': 2589, 'laboured': 4609, 'zeal': 9198, 'varied': 8707, 'employment': 2730, 'enjoyment': 2780, 'favourites': 3084, 'encountered': 2740, 'worked': 9105, 'traced': 8359, 'proportion': 6264, 'surprise': 7980, 'wits': 9081, 'mill': 5115, 'director': 2304, 'kindly': 4558, 'desirous': 2205, 'rewarding': 6773, 'important': 4158, 'report': 6664, 'affair': 261, 'duty': 2590, 'consisting': 1709, 'changing': 1327, 'heading': 3841, 'altering': 356, 'toil': 8305, 'broke': 1109, 'perspiration': 5886, 'rubbed': 6894, 'forever': 3322, 'outside': 5638, 'existed': 2930, 'clothes': 1497, 'rusty': 6925, 'meal': 5021, 'colour': 1546, 'neck': 5347, 'fact': 3007, 'inordinately': 4296, 'emerged': 2713, 'necks': 5348, 'plaster': 5988, 'cats': 1281, 'pedlars': 5822, 'sticking': 7748, 'hay': 3833, 'trifle': 8429, 'knack': 4572, 'arriving': 547, 'sorts': 7560, 'rubbish': 6896, 'flung': 3261, 'hence': 3892, 'scraps': 7037, 'melon': 5055, 'rinds': 6804, 'heed': 3874, 'trained': 8372, 'trouser': 8450, 'straps': 7804, 'undone': 8550, 'sidewalk': 7314, 'malicious': 4951, 'clean': 1457, 'shoulder': 7275, 'gust': 3740, 'nostrils': 5433, 'middle': 5100, 'line': 4780, 'reaching': 6464, 'sipped': 7364, 'cabbage': 1183, 'soup': 7571, 'swallowed': 8002, 'beef': 812, 'onions': 5561, 'noticing': 5443, 'taste': 8089, 'gulping': 3737, 'flies': 3234, 'stomach': 7772, 'swell': 8017, 'papers': 5714, 'none': 5419, 'copies': 1787, 'gratification': 3660, 'document': 2441, 'noteworthy': 5438, 'account': 182, 'addressed': 227, 'grey': 3684, 'sky': 7397, 'eaten': 2623, 'dined': 2293, 'fancy': 3049, 'resting': 6728, 'jar': 4455, 'pens': 5838, 'occupations': 5504, 'hasten': 3816, 'dedicate': 2089, 'bolder': 998, 'theatre': 8171, 'bonnets': 1009, 'wasting': 8901, 'compliments': 1613, 'pretty': 6172, 'circle': 1424, 'visiting': 8800, 'fourth': 3353, 'kitchen': 4569, 'trip': 8436, 'disperse': 2376, 'quarters': 6366, 'sip': 7363, 'kopek': 4596, 'smoke': 7460, 'relate': 6591, 'gossip': 3622, 'refrain': 6555, 'repeat': 6650, 'commandant': 1562, 'tails': 8062, 'falconet': 3032, 'monument': 5205, 'strive': 7839, 'divert': 2423, 'indulged': 4243, 'content': 1736, 'morrow': 5218, 'flowed': 3256, 'understood': 8541, 'flow': 3255, 'ills': 4102, 'strewn': 7826, 'path': 5779, 'councillors': 1828, 'actual': 218, 'species': 7597, 'advice': 257, 'exists': 2932, 'foe': 3272, 'receive': 6495, 'abouts': 136, 'northern': 5428, 'healthy': 3848, 'bound': 1040, 'begins': 834, 'bestow': 882, 'piercing': 5944, 'nips': 5404, 'noses': 5430, 'impartially': 4139, 'foreheads': 3317, 'exalted': 2879, 'positions': 6079, 'ache': 197, 'unprotected': 8614, 'lies': 4745, 'traversing': 8403, 'warming': 8883, 'thawing': 8168, 'talents': 8071, 'qualifications': 6356, 'frozen': 3411, 'paining': 5685, 'poignancy': 6037, 'tried': 8427, 'traverse': 8401, 'distance': 2396, 'speed': 7608, 'wonder': 9090, 'fault': 3080, 'examined': 2882, 'discovered': 2341, 'places': 5975, 'namely': 5309, 'gauze': 3487, 'cloth': 1495, 'worn': 9115, 'degree': 2117, 'lining': 4785, 'fallen': 3035, 'pieces': 5942, 'object': 5473, 'ridicule': 6790, 'noble': 5407, 'cape': 1227, 'diminishing': 2287, 'serve': 7160, 'patch': 5773, 'parts': 5755, 'patching': 5776, 'exhibit': 2926, 'skill': 7388, 'tailor': 8059, 'baggy': 713, 'ugly': 8507, 'petrovich': 5899, 'marks': 4976, 'busied': 1157, 'trousers': 8451, 'coats': 1521, 'sober': 7495, 'nursing': 5463, 'scheme': 7013, 'personage': 5880, 'grigory': 3690, 'drink': 2539, 'holidays': 3954, 'ones': 5560, 'festivals': 3125, 'discrimination': 2344, 'wherever': 8982, 'cross': 1919, 'faithful': 3030, 'ancestral': 394, 'quarrelling': 6361, 'unfortunately': 8573, 'claim': 1438, 'soldiers': 7515, 'guard': 3722, 'ascending': 565, 'soaked': 7491, 'dish': 2358, 'water': 8909, 'reeked': 6544, 'smell': 7450, 'spirits': 7623, 'affects': 266, 'adjunct': 231, 'stairways': 7685, 'stairs': 7684, 'pondered': 6057, 'mentally': 5069, 'cooking': 1780, 'fish': 3190, 'beetles': 818, 'visible': 8792, 'unperceived': 8610, 'housewife': 4012, 'beheld': 840, 'unpainted': 8609, 'legs': 4713, 'tucked': 8465, 'turkish': 8478, 'pasha': 5757, 'tailors': 8061, 'thumb': 8260, 'nail': 5303, 'turtle': 8484, 'shell': 7232, 'skein': 7380, 'thread': 8233, 'garment': 3474, 'trying': 8463, 'unsuccessfully': 8630, 'needle': 5351, 'enraged': 2787, 'growling': 3714, 'barbarian': 741, 'pricked': 6181, 'rascal': 6445, 'vexed': 8756, 'precise': 6132, 'downhearted': 2487, 'brandy': 1061, 'price': 6179, 'readily': 6469, 'complaining': 1601, 'piece': 5941, 'rough': 6883, 'taciturn': 8051, 'inclined': 4192, 'satan': 6974, 'gladly': 3556, 'retreat': 6742, 'screwed': 7045, 'intently': 4359, 'involuntarily': 4413, 'sir': 7365, 'squinting': 7670, 'booty': 1020, 'prepositions': 6147, 'adverbs': 255, 'phrases': 5921, 'completing': 1607, 'sentences': 7136, 'begun': 835, 'phrase': 5920, 'forgot': 3327, 'scanned': 7001, 'cuffs': 1945, 'button': 1169, 'holes': 3952, 'handiwork': 3777, 'meeting': 5050, 'dusty': 2588, 'looks': 4854, 'spread': 7653, 'sill': 7336, 'finger': 3168, 'square': 7667, 'pasted': 5770, 'pinch': 5955, 'inspected': 4318, 'upwards': 8656, 'lifted': 4750, 'lid': 4741, 'dosed': 2471, 'mend': 5065, 'wretched': 9140, 'pleading': 6006, 'ails': 303, 'easily': 2617, 'sew': 7181, 'rotten': 6879, 'strengthening': 7819, 'blow': 974, 'strengthen': 7818, 'decisively': 2077, 'job': 4473, 'gaiters': 3449, 'germans': 3527, 'occasions': 5501, 'fling': 3236, 'plain': 5979, 'grew': 3683, 'whirl': 8993, 'barbarous': 744, 'composure': 1616, 'pursed': 6337, 'significantly': 7329, 'effects': 2656, 'stun': 7866, 'sideways': 7315, 'stunned': 7868, 'shrieked': 7292, 'softness': 7507, 'marten': 4982, 'lined': 4781, 'hood': 3971, 'mount': 5236, 'beseeching': 874, 'tone': 8316, 'disregarding': 2390, 'repairs': 6649, 'wear': 8933, 'waste': 8900, 'discouraged': 2337, 'compressed': 1620, 'betaking': 885, 'dropped': 2552, 'employed': 2725, 'pause': 5797, 'unexpected': 8563, 'circumstance': 1427, 'exactly': 2877, 'direction': 2301, 'suspecting': 7991, 'chimney': 1394, 'sweep': 8013, 'bumped': 1136, 'blackened': 925, 'hatful': 3824, 'landed': 4636, 'top': 8324, 'building': 1131, 'planted': 5985, 'halberd': 3761, 'shaking': 7196, 'horny': 3988, 'poking': 6046, 'collect': 1539, 'survey': 7987, 'argue': 515, 'sensibly': 7132, 'frankly': 3365, 'reasonable': 6483, 'discuss': 2345, 'personal': 5882, 'matters': 5007, 'beating': 795, 'sunday': 7938, 'saturday': 6983, 'sleepy': 7417, 'fit': 3196, 'argued': 516, 'regained': 6564, 'courage': 1841, 'afar': 259, 'askew': 575, 'drooped': 2549, 'thereupon': 8191, 'thank': 8161, 'health': 3846, 'mending': 5067, 'fastened': 3067, 'hooks': 3974, 'flap': 3215, 'shoemaker': 7256, 'putting': 6350, 'tops': 8328, 'shirts': 7249, 'seamstress': 7060, 'linen': 4782, 'drop': 2551, 'ocean': 5510, 'funds': 3426, 'headed': 3839, 'blurt': 983, 'outrageous': 5636, 'exclaiming': 2905, 'fool': 3291, 'likely': 4765, 'named': 5308, 'undertake': 8542, 'possibly': 6089, 'manage': 4956, 'procured': 6219, 'ruble': 6899, 'groschen': 3705, 'lock': 4829, 'slit': 7437, 'heap': 3849, 'coppers': 1789, 'mounted': 5239, 'curtail': 1970, 'expenses': 2946, 'dispense': 2374, 'burn': 1146, 'lightly': 4757, 'cautiously': 1288, 'tiptoe': 8288, 'heels': 3876, 'laundress': 4673, 'wash': 8895, 'cotton': 1820, 'carefully': 1246, 'saved': 6991, 'accustom': 193, 'deprivations': 2173, 'smoothly': 7466, 'hungry': 4055, 'treating': 8409, 'bearing': 789, 'fuller': 3419, 'pleasant': 6007, 'consented': 1696, 'wadding': 8836, 'incapable': 4183, 'wearing': 8936, 'lively': 4808, 'firmer': 3186, 'goal': 3593, 'indecision': 4211, 'hesitating': 3909, 'wavering': 8919, 'gleamed': 3566, 'boldest': 999, 'daring': 2017, 'flitted': 3239, 'instance': 4326, 'absent': 145, 'minded': 5122, 'nearly': 5340, 'ugh': 8504, 'month': 5203, 'conference': 1659, 'subject': 7881, 'buy': 1174, 'troubled': 8447, 'reflecting': 6551, 'bought': 1039, 'progressed': 6239, 'briskly': 1104, 'hopes': 3983, 'awarded': 688, 'share': 7210, 'suspected': 7990, 'needed': 5350, 'events': 2865, 'extra': 2983, 'provided': 6288, 'hunger': 4052, 'throb': 8246, 'shopping': 7264, 'rate': 6447, 'considering': 1706, 'shops': 7265, 'enquire': 2784, 'prices': 6180, 'selected': 7109, 'stuff': 7863, 'glossy': 3584, 'stead': 7724, 'cat': 1274, 'skin': 7389, 'quilting': 6390, 'sooner': 7547, 'charged': 1337, 'sewed': 7182, 'seams': 7059, 'seam': 7057, 'stamping': 7692, 'patterns': 5792, 'glorious': 3582, 'nick': 5391, 'threaten': 8234, 'befits': 820, 'significant': 7328, 'fully': 3420, 'sensible': 7131, 'deed': 2093, 'gulf': 3735, 'separating': 7142, 'linings': 4786, 'execute': 2915, 'handkerchief': 3778, 'proudly': 6285, 'skilfully': 7387, 'pulled': 6310, 'fitted': 3199, 'draped': 2506, 'buttoning': 1172, 'experienced': 2949, 'sleeves': 7420, 'satisfactory': 6980, 'seasonable': 7070, 'neglect': 5356, 'narrow': 5315, 'cheaply': 1356, 'business': 1159, 'nevsky': 5376, 'prospect': 6273, 'pausing': 5800, 'expressly': 2970, 'crooked': 1917, 'alley': 337, 'emerge': 2712, 'directly': 2303, 'meantime': 5028, 'holiday': 3953, 'satisfaction': 6979, 'advantages': 253, 'warmth': 8885, 'road': 6825, 'confided': 1663, 'attendant': 637, 'rushed': 6919, 'inspect': 4317, 'grow': 3711, 'surrounded': 7984, 'blushing': 985, 'proud': 6283, 'inferiors': 4259, 'invite': 4410, 'happens': 3793, 'congratulations': 1678, 'invitation': 4409, 'declined': 2084, 'discourteous': 2339, 'shame': 7200, 'refuse': 6560, 'recollected': 6516, 'thereby': 8188, 'triumphant': 8439, 'festival': 3124, 'wall': 8863, 'admiring': 239, 'vast': 8714, 'cheerfully': 1365, 'leisurely': 4714, 'fail': 3015, 'badly': 711, 'mixed': 5166, 'proper': 6261, 'wilderness': 9036, 'dimly': 2289, 'lighted': 4753, 'populous': 6065, 'pedestrians': 5821, 'handsomely': 3783, 'otter': 5622, 'collars': 1536, 'shabby': 7185, 'sleigh': 7421, 'wooden': 9099, 'railed': 6416, 'sledges': 7411, 'stuck': 7856, 'brass': 1062, 'nails': 5304, 'rarer': 6444, 'whilst': 8986, 'drivers': 2546, 'caps': 1234, 'lacquered': 4617, 'bear': 785, 'cloths': 1499, 'flew': 3231, 'swiftly': 8023, 'scrunching': 7047, 'halted': 3769, 'representing': 6673, 'handsome': 3782, 'baring': 752, 'whiskers': 8996, 'moustache': 5244, 'cherishes': 1376, 'lodged': 4834, 'apartment': 451, 'row': 6887, 'goloshes': 3611, 'centre': 1300, 'samovar': 6963, 'humming': 4044, 'emitting': 2717, 'clouds': 1503, 'steam': 7730, 'beaver': 801, 'facings': 3006, 'buzz': 1176, 'audible': 657, 'loud': 4866, 'trayful': 8405, 'cream': 1881, 'jugs': 4508, 'bowls': 1048, 'evident': 2872, 'arrived': 546, 'inner': 4291, 'lights': 4761, 'bewildered': 894, 'rising': 6815, 'awkwardly': 697, 'wondering': 9094, 'shout': 7278, 'thronged': 8250, 'confused': 1673, 'frank': 3364, 'rejoicing': 6589, 'praised': 6120, 'throng': 8249, 'overwhelming': 5660, 'gape': 3471, 'vegetable': 8719, 'salad': 6950, 'veal': 8718, 'pastry': 5771, 'pies': 5945, 'livelier': 4807, 'detaining': 2233, 'stole': 7769, 'sorrow': 7553, 'brushed': 1121, 'speck': 7601, 'petty': 5902, 'permanent': 5868, 'clubs': 1507, 'folks': 3280, 'indicating': 4222, 'male': 4949, 'conversations': 1760, 'ignorance': 4095, 'whereabouts': 8978, 'knowing': 4588, 'flash': 3218, 'lightning': 4759, 'quickened': 6382, 'pace': 5670, 'cheerful': 1364, 'daytime': 2038, 'dim': 2284, 'lonely': 4843, 'lanterns': 4644, 'oil': 5538, 'liberally': 4734, 'supplied': 7958, 'fences': 3121, 'mournfully': 5242, 'veiled': 8724, 'roofed': 6866, 'cabins': 1186, 'shutters': 7305, 'spot': 7647, 'barely': 750, 'farther': 3059, 'fearful': 3088, 'desert': 2193, 'tiny': 8286, 'spark': 7585, 'glimmered': 3571, 'edge': 2640, 'cheerfulness': 1366, 'diminished': 2286, 'fear': 3086, 'warned': 8887, 'sides': 7313, 'sea': 7053, 'closing': 1494, 'bearded': 787, 'throbbed': 8247, 'seizing': 7106, 'fist': 3194, 'size': 7378, 'mouth': 5246, 'muttering': 5286, 'dare': 2014, 'scream': 7041, 'strip': 7837, 'kick': 4547, 'headlong': 3843, 'outskirts': 5640, 'ceasing': 1293, 'curious': 1958, 'customer': 1980, 'shouting': 7280, 'sobbing': 7494, 'attended': 639, 'robbed': 6836, 'stop': 7781, 'supposed': 7962, 'scolding': 7026, 'vainly': 8681, 'whoever': 9014, 'stolen': 7770, 'disorder': 2370, 'thinly': 8206, 'temples': 8130, 'tousled': 8349, 'lodgings': 4836, 'knocking': 4583, 'sprang': 7651, 'sleeve': 7419, 'chemise': 1373, 'modesty': 5176, 'beholding': 843, 'clasped': 1446, 'subordinate': 7887, 'finnish': 3174, 'praying': 6126, 'gazing': 3494, 'judging': 4504, 'appearances': 466, 'opinion': 5575, 'betook': 887, 'sadly': 6938, 'imagine': 4118, 'early': 2605, 'superintendent': 7948, 'clerks': 1471, 'admit': 240, 'insisted': 4315, 'inclination': 4191, 'curtly': 1973, 'presume': 6164, 'complained': 1600, 'dared': 2015, 'call': 1199, 'theft': 8176, 'directing': 2300, 'points': 6041, 'disorderly': 2372, 'train': 8371, 'robbery': 6839, 'ridiculing': 6791, 'collection': 1541, 'subscribing': 7891, 'suggestion': 7924, 'division': 2432, 'trifling': 8431, 'happen': 3789, 'wishing': 9070, 'approval': 493, 'hunt': 4056, 'legal': 4711, 'belonged': 857, 'apply': 479, 'relation': 6593, 'expedite': 2942, 'exact': 2875, 'strove': 7848, 'sundry': 7940, 'devices': 2245, 'collegiate': 1542, 'recorder': 6525, 'secretary': 7081, 'holy': 3957, 'contaminated': 1731, 'imitation': 4124, 'imitates': 4122, 'superior': 7950, 'office': 5530, 'partitioned': 5750, 'audience': 658, 'posted': 6091, 'lackey': 4616, 'braid': 1054, 'handle': 3779, 'comers': 1554, 'hardly': 3801, 'customs': 1982, 'grand': 3642, 'imposing': 4161, 'exaggerated': 2878, 'foundation': 3349, 'system': 8046, 'strictness': 7831, 'halfscore': 3764, 'subordinates': 7889, 'entire': 2801, 'properly': 6262, 'catching': 1277, 'converse': 1761, 'smacked': 7444, 'sternness': 7745, 'consisted': 1708, 'speaking': 7591, 'realise': 6475, 'oblige': 5479, 'balance': 716, 'receiving': 6499, 'equals': 2818, 'nice': 5388, 'fellow': 3116, 'respects': 6719, 'stupid': 7871, 'situation': 7372, 'aroused': 535, 'incomparably': 4201, 'join': 4478, 'condescension': 1652, 'reflections': 6553, 'dumb': 2582, 'monosyllabic': 5195, 'sounds': 7570, 'earning': 2608, 'unfavourable': 8567, 'opportune': 5579, 'conversing': 1762, 'gaily': 3444, 'abruptly': 143, 'remarked': 6618, 'lied': 4744, 'outrageously': 5637, 'interspersed': 4373, 'pauses': 5799, 'slapped': 7404, 'leg': 4709, 'abramovich': 140, 'stepan': 7737, 'varlamovich': 8710, 'talked': 8075, 'fill': 3155, 'smoked': 7461, 'cigar': 1419, 'comfortable': 1557, 'reclining': 6511, 'recollect': 6515, 'reports': 6666, 'perceiving': 5848, 'mien': 5104, 'curt': 1969, 'imbued': 4120, 'amount': 380, 'tongue': 8318, 'permit': 5871, 'explained': 2957, 'frequent': 3379, 'inhuman': 4284, 'applied': 477, 'intermediation': 4368, 'conduct': 1655, 'petition': 5896, 'excellency': 2890, 'handful': 3776, 'perspiring': 5888, 'terribly': 8151, 'presumed': 6165, 'secretaries': 7080, 'untrustworthy': 8637, 'race': 6400, 'impudence': 4172, 'generation': 3501, 'neighbourhood': 5360, 'stamped': 7691, 'pitch': 5969, 'frightened': 3394, 'failed': 3016, 'staggered': 7679, 'limb': 4771, 'porters': 6072, 'support': 7959, 'insensible': 4309, 'gratified': 3661, 'surpassed': 7978, 'expectations': 2937, 'deprive': 2174, 'rated': 6448, 'staggering': 7680, 'storm': 7786, 'blowing': 975, 'wide': 9027, 'twinkling': 8492, 'blown': 976, 'quinsy': 6391, 'throat': 8245, 'unable': 8510, 'utter': 8671, 'fever': 3132, 'developed': 2243, 'malady': 4948, 'sick': 7308, 'pulse': 6314, 'prescribe': 6148, 'poultice': 6103, 'patient': 5784, 'beneficent': 869, 'aid': 302, 'predicted': 6135, 'pine': 5957, 'oak': 5465, 'expensive': 2947, 'lament': 4631, 'delirious': 2138, 'visions': 8796, 'incessantly': 4187, 'traps': 8396, 'robbers': 6838, 'pull': 6309, 'coverlet': 1854, 'fancied': 3047, 'listening': 4797, 'thorough': 8219, 'setting': 7169, 'curse': 1964, 'horrible': 3989, 'incoherent': 4198, 'breathed': 1077, 'heirs': 3879, 'inherit': 4280, 'bundle': 1138, 'goose': 3616, 'quills': 6389, 'quire': 6392, 'pairs': 5692, 'socks': 7499, 'buttons': 1173, 'burst': 1151, 'protected': 6276, 'omit': 5555, 'thrusting': 8258, 'pin': 5953, 'microscope': 5098, 'meekly': 5047, 'jibes': 4470, 'visitant': 8798, 'momentarily': 5188, 'cheered': 1363, 'thereafter': 8187, 'misfortune': 5148, 'descends': 2189, 'commanding': 1564, 'unsuccessful': 8629, 'handwriting': 3785, 'slanting': 7403, 'destined': 2220, 'raise': 6426, 'compensation': 1594, 'unexpectedly': 8564, 'gains': 3447, 'fantastic': 3052, 'ending': 2749, 'rumour': 6911, 'appearing': 468, 'kalinkin': 4520, 'vicinity': 8762, 'pretext': 6169, 'dragged': 2501, 'fox': 3354, 'adopted': 244, 'covering': 1852, 'inspired': 4323, 'scan': 7000, 'threatened': 8235, 'constant': 1715, 'complaints': 1603, 'poured': 6106, 'backs': 706, 'exposed': 2963, 'danger': 2006, 'dragging': 2502, 'punish': 6316, 'kirinshkin': 4564, 'lane': 4640, 'deeds': 2094, 'attempting': 635, 'frieze': 3391, 'retired': 6740, 'musician': 5278, 'summoned': 7932, 'enjoined': 2776, 'fast': 3066, 'draw': 2508, 'refresh': 6557, 'endure': 2756, 'nostril': 5432, 'holding': 3949, 'sneezed': 7481, 'wipe': 9061, 'vanished': 8695, 'positively': 6081, 'actually': 219, 'grip': 3697, 'watchmen': 8908, 'conceived': 1633, 'seize': 7104, 'living': 4812, 'screamed': 7042, 'hey': 3911, 'causing': 1287, 'timid': 8280, 'totally': 8344, 'neglected': 5357, 'history': 3937, 'compels': 1593, 'annihilated': 419, 'unpleasant': 8611, 'accessible': 169, 'reprimand': 6674, 'extent': 2975, 'learn': 4696, 'reported': 6665, 'startled': 7707, 'hearkened': 3854, 'reproaches': 6679, 'disagreeable': 2310, 'constrained': 1719, 'expansive': 2934, 'delightful': 2135, 'recipe': 6504, 'adventures': 254, 'extraction': 2984, 'karolina': 4525, 'appears': 469, 'footing': 3297, 'daughter': 2031, 'slightly': 7427, 'arched': 502, 'kiss': 4565, '_bon': 44, 'jour_': 4489, 'papa': 5712, 'reversing': 6760, 'procedure': 6209, 'stylish': 7878, 'younger': 9186, 'puzzles': 6352, 'coachman': 1515, 'wrapping': 9130, 'luxuriously': 4902, 'creep': 1893, 'accord': 179, 'giving': 3553, 'recalled': 6492, 'gay': 3489, 'mots': 5233, 'funny': 3428, 'surprising': 7982, 'heartily': 3860, 'gusts': 3741, 'whence': 8975, 'masses': 4995, 'sail': 6945, 'disentangle': 2351, 'clutch': 1510, 'turning': 8482, 'transcended': 8382, 'bounds': 1043, 'remarks': 6619, 'odour': 5517, 'reprimanded': 6675, 'pallid': 5699, 'fright': 3392, 'brave': 1064, 'manly': 4961, 'crisis': 1907, 'heroic': 3904, 'exterior': 2976, 'attack': 628, 'illness': 4101, 'shouted': 7279, 'unnatural': 8604, 'critical': 1909, 'tangible': 8081, 'emergency': 2714, 'flourished': 3254, 'whip': 8990, 'arrow': 549, 'scared': 7003, 'cloakless': 1486, 'direst': 2306, 'distress': 2406, 'intended': 4350, 'occurrence': 5509, 'learned': 4697, 'bearings': 790, 'apparition': 461, 'solicitous': 7524, 'reassure': 6487, 'asserted': 591, 'kolomen': 4593, 'arrest': 542, 'instantly': 4329, 'huge': 4025, 'moustaches': 5245, 'remote': 6630, 'fortunately': 3343, 'attacked': 629, 'inn': 4290, 'height': 3877, 'prescribed': 6149, 'sudorific': 7909, 'mustard': 5282, 'deftly': 2114, 'slid': 7424, 'coughing': 1824, 'drily': 2538, 'exhausted': 2925, 'feverishness': 3134, 'sleepless': 7415, 'glad': 3555, 'chat': 1350, 'freely': 3372, 'vigour': 8774, 'humour': 4045, 'openly': 5570, 'pouring': 6107, 'secrets': 7083, 'confession': 1662, 'anyway': 448, 'indulgent': 4244, 'weak': 8927, 'quavering': 6367, 'result': 6737, 'unmixed': 8603, 'berezov': 872, 'mylov': 5295, 'pavel': 5801, 'lukich': 4888, 'cleared': 1463, 'lent': 4718, 'thaws': 8169, 'preference': 6137, 'fond': 3286, 'butter': 1165, 'widow': 9029, 'miles': 5109, 'roads': 6826, 'expect': 2935, 'problematic': 6207, 'roll': 6853, 'sack': 6930, 'oatmeal': 5467, '_payment_': 90, 'kalliopin': 4521, 'provincial': 6291, 'commission': 1571, 'trap': 8395, 'shaggy': 7192, 'patients': 5785, 'aren': 512, 'rolling': 6855, 'riches': 6782, 'consideration': 1704, 'doesn': 2443, 'sneers': 7479, 'beard': 786, 'flicks': 3233, 'snatch': 7473, 'drugs': 2562, 'infernal': 4260, 'streams': 7814, 'watercourses': 8910, 'dyke': 2596, 'worst': 9120, 'thatched': 8166, 'meant': 5027, 'venerable': 8726, 'save': 6990, 'invalid': 4389, 'unconscious': 8525, 'heat': 3862, 'sisters': 7367, 'bled': 944, 'mixture': 5167, 'shaken': 7194, 'lovely': 4872, 'easier': 2616, 'maid': 4932, 'parlour': 5732, 'bottle': 1034, 'rum': 6909, 'groaning': 3702, 'worry': 9117, 'wake': 8854, 'tired': 8289, 'gently': 3520, 'snoring': 7484, 'wretch': 9139, 'apart': 450, 'stared': 7700, 'madam': 4913, 'cheek': 1360, 'shivering': 7252, 'pillow': 5952, 'calmed': 1205, 'waked': 8855, 'exasperated': 2885, 'energy': 2762, 'stupefied': 7869, 'afford': 270, 'disregard': 2389, 'practice': 6116, 'suffers': 7914, 'secondly': 7076, 'strongly': 7847, 'singularly': 7357, 'cultivated': 1948, 'excellent': 2891, 'education': 2651, 'worse': 9118, 'communications': 1581, 'brief': 1093, 'declare': 2081, 'coughed': 1823, 'bush': 1154, 'educated': 2650, 'clever': 1472, 'forgotten': 3328, 'latin': 4665, 'boast': 988, 'almighty': 343, 'aleksandra': 324, 'andreyevna': 400, 'sentiment': 7137, 'judgment': 4505, 'disconnected': 2334, 'obvious': 5498, 'embarrassment': 2703, 'calmer': 1206, 'passes': 5763, 'suspect': 7989, 'disease': 2349, 'indescribable': 4219, 'distracted': 2404, 'symptoms': 8042, 'reluctance': 6608, 'suspiciously': 7996, 'whispering': 9000, 'horrid': 3991, 'remedy': 6621, 'medical': 5039, 'prescriptions': 6150, 'jove': 4492, 'consultation': 1722, 'responsibility': 6723, 'rules': 6908, 'torture': 8338, 'sinks': 7359, 'add': 221, 'amusing': 389, 'deserve': 2196, 'gratitude': 3664, 'concealing': 1629, 'grown': 3715, 'forbid': 3304, 'resolutely': 6709, 'villain': 8780, 'sigh': 7317, 'languid': 4643, 'neighbours': 5362, 'meanwhile': 5029, 'eyebrows': 2994, 'associated': 603, 'smaller': 7446, 'level': 4729, 'pride': 6184, 'hindered': 3930, 'exceptionally': 2894, 'gratifying': 3663, 'lift': 4749, 'bursting': 1152, 'failing': 3017, 'swing': 8028, 'unwell': 8643, 'tossing': 8343, 'fall': 3034, 'stirring': 7763, 'image': 4112, 'dozed': 2493, 'intent': 4355, 'parted': 5738, 'merciful': 5077, 'heavens': 3867, 'beg': 826, 'honest': 3965, 'beseech': 873, 'disguise': 2355, 'leaned': 4691, 'elbow': 2673, 'stare': 7699, 'deserved': 2197, 'stretched': 7822, 'weeping': 8950, 'soothe': 7549, 'persisted': 5878, 'mad': 4912, 'killing': 4553, 'torturing': 8341, 'deceive': 2064, 'cure': 1956, 'blessing': 950, 'united': 8589, 'promised': 6251, 'cruel': 1930, 'reasons': 6486, 'painful': 5683, 'occurred': 5508, 'surname': 7977, 'needs': 5355, 'trifon': 8432, 'ivanich': 4446, 'muttered': 5285, 'disagreeably': 2311, 'swear': 8010, 'absolutely': 148, 'lingered': 4784, 'livid': 4811, '_is_': 61, 'hush': 4068, 'pretend': 6167, 'jumped': 4513, 'guessed': 3726, 'weary': 8938, 'blame': 930, 'crying': 1938, 'lawful': 4676, 'wedlock': 8943, 'dowry': 2491, 'akulina': 317, 'tempered': 8127, 'luckily': 4883, 'halfpenny': 3763, 'fiodor': 3175, 'superb': 7946, 'immensely': 4130, 'finer': 3166, 'eve': 2859, 'invited': 4411, 'connections': 1684, 'acquaintances': 205, 'intrigues': 4383, 'parents': 5729, 'innocently': 4294, 'outsider': 5639, 'spend': 7611, 'independently': 4218, 'stumbled': 7865, 'bliss': 957, 'attract': 649, 'birth': 912, 'serious': 7151, 'festivities': 3127, 'instant': 4328, 'brows': 1119, 'knitted': 4580, 'bored': 1025, 'bravely': 1065, 'sustaining': 7998, 'brain': 1055, 'racking': 6404, 'recommendation': 6520, 'protection': 6277, '_con': 49, 'amore_': 379, 'politeness': 6054, 'cigars': 1422, 'bird': 910, 'feathers': 3096, 'compelled': 1592, 'stroking': 7844, 'stroked': 7842, 'assiduously': 596, 'stroke': 7841, 'guest': 3727, 'interested': 4362, 'julian': 4511, 'mastakovich': 4996, 'hostess': 4002, 'wining': 9055, 'hovering': 4015, 'noticed': 5442, 'glisten': 3574, 'uncomfortable': 8523, 'remarkably': 6617, 'unoccupied': 8607, 'conservatory': 1700, 'resemble': 6698, 'elders': 2677, 'notwithstanding': 5447, 'efforts': 2658, 'mothers': 5228, 'governesses': 3629, 'jiffy': 4471, 'denuded': 2161, 'sweet': 8014, 'particularly': 5747, 'lad': 4618, 'curly': 1961, 'stubbornly': 7855, 'aiming': 305, 'gun': 3738, 'sister': 7366, 'cupid': 1955, 'thoughtful': 8225, 'dreamy': 2525, 'offended': 5522, 'withdrawn': 9074, 'doll': 2450, 'wealthy': 8932, 'awe': 691, 'item': 4440, 'issuing': 4437, 'insipid': 4313, 'chatter': 1352, 'concentrated': 1634, 'admiration': 235, 'shrewdness': 7290, 'dispensing': 2375, 'gifts': 3542, 'rubied': 6897, 'handsomest': 3784, 'graded': 3638, 'scale': 6998, 'stations': 7716, 'chap': 1330, 'freckled': 3368, 'illustrations': 4109, 'tail': 8057, 'governess': 3628, 'nankeen': 5311, 'jacket': 4451, 'intimidated': 4377, 'circled': 1425, 'toys': 8357, 'individuality': 4238, 'struggling': 7853, 'assertion': 592, 'toy': 8356, 'anxious': 440, 'fawn': 3085, 'apple': 473, 'puffy': 6308, 'urchin': 8657, 'crammed': 1871, 'sweets': 8016, 'youngster': 9188, 'pickaback': 5930, 'stay': 7721, 'impudent': 4173, 'pummelling': 6315, 'interfering': 4367, 'games': 3462, 'crept': 1894, 'busily': 1158, 'dozing': 2495, 'dowered': 2484, 'slipped': 7432, 'noisy': 5416, 'secluded': 7074, 'escaped': 2832, 'eagerly': 2599, 'counting': 1837, 'thirteen': 8211, 'per': 5845, 'cent': 1298, 'assume': 606, 'hm': 3942, 'shrewd': 7289, 'gets': 3533, 'eight': 2665, 'suppose': 7961, 'above': 137, 'spied': 7617, 'plants': 5986, 'quivering': 6398, 'excitement': 2901, 'calculations': 1196, 'upset': 8652, 'conquered': 1688, 'standstill': 7697, 'cast': 1269, 'bride': 1089, 'move': 5250, 'toward': 8350, 'guilty': 3732, 'tip': 8287, 'toe': 8302, 'shriek': 7291, 'pinching': 5956, 'askance': 573, 'quailed': 6355, 'brow': 1117, 'dolls': 2453, 'weakly': 8929, 'rags': 6414, 'sternly': 7744, 'dropping': 2553, 'paroxysm': 5733, 'faint': 3020, 'inaudible': 4181, 'visit': 8797, 'verge': 8736, 'sobbed': 7493, 'playmates': 6002, 'straightened': 7795, 'respectable': 6716, 'sidled': 7316, 'lobster': 4825, 'embarrass': 2701, 'presumably': 6163, 'annoyed': 424, 'ardour': 508, 'dignity': 2278, 'lured': 4896, 'greedy': 3675, 'eagerness': 2600, 'worthy': 9123, 'witnessed': 9080, 'flushed': 3263, 'vexation': 8754, 'venom': 8729, 'retreated': 6743, 'stealing': 7727, 'fruit': 3412, 'freckle': 3367, 'likes': 4768, 'desperate': 2211, 'resort': 6711, 'crawled': 1878, 'persecutor': 5877, 'infuriated': 4276, 'lash': 4651, 'corpulent': 1804, 'cheeked': 1361, 'paunch': 5795, 'ankles': 417, 'nuts': 5464, 'perspired': 5887, 'panted': 5710, 'dislike': 2364, 'jealousy': 4459, 'madman': 4918, 'oblivious': 5481, 'immense': 4129, 'elbows': 2674, 'dangling': 2009, 'adjust': 232, 'liberty': 4736, 'presuming': 6166, 'behalf': 836, 'philip': 5913, 'alexeyevich': 327, 've': 8717, 'inquiries': 4300, 'vacancies': 8675, 'greater': 3669, 'unobtrusive': 8606, 'naughty': 5330, 'wryly': 9157, 'control': 1755, 'sidelong': 7312, 'odd': 5512, 'laughter': 4672, 'fathers': 3076, 'fulsome': 3421, 'waxed': 8922, 'ecstatic': 2638, 'breeding': 1081, 'laying': 4680, 'flatter': 3223, 'restrain': 6732, 'delight': 2132, 'contagious': 1727, 'shared': 7211, 'disturb': 2416, 'surcharged': 7968, 'profoundest': 6234, 'depths': 2177, 'choicest': 1403, 'courtesy': 1847, 'unfeigned': 8568, 'enthusiasm': 2798, 'scattered': 7007, 'decorously': 2088, 'veneration': 8727, 'extol': 2980, 'venomous': 8730, 'profoundly': 6235, 'shocked': 7254, 'intentional': 4357, 'indiscretion': 4233, 'concourse': 1647, 'dreary': 2526, 'drizzling': 2547, 'rain': 6423, 'bellied': 854, 'fussed': 3440, 'orders': 5599, 'arranged': 538, 'pushed': 6342, 'spring': 7656, 'commencing': 1568, 'sad': 6935, 'recent': 6500, 'classic': 1450, 'severity': 7180, 'imparted': 4138, 'sadness': 6939, 'shone': 7258, 'innocence': 4292, 'inexpressibly': 4253, 'naïve': 5333, 'unsettled': 8621, 'plead': 6005, 'mercy': 5079, 'gossiping': 3623, 'correct': 1805, 'leo': 4719, 'vladimir': 8810, 'dmitrich': 2435, 'aksionov': 315, 'singing': 7353, 'riotous': 6809, 'drinking': 2540, 'summer': 7930, 'nizhny': 5405, 'bade': 710, 'spree': 7655, 'dreamt': 2524, 'sell': 7112, 'goods': 3615, 'presents': 6156, 'travelled': 8398, 'adjoining': 230, 'driver': 2545, 'landlord': 4638, 'cottage': 1819, 'bill': 904, 'journey': 4491, 'rested': 6727, 'awhile': 695, 'passage': 5760, 'ordering': 5597, 'heated': 3863, 'guitar': 3734, 'troika': 8442, 'tinkling': 8284, 'bells': 856, 'alighted': 330, 'questioning': 6379, 'thief': 8197, 'unstrapped': 8627, 'luggage': 4887, 'searched': 7062, 'knife': 4579, 'bag': 712, 'blood': 965, 'stammered': 7690, 'betray': 888, 'killed': 4552, 'swore': 8036, 'broken': 1110, 'bind': 908, 'cart': 1262, 'tied': 8271, 'nearest': 5338, 'imprisoned': 4168, 'enquiries': 2785, 'merchants': 5076, 'inhabitants': 4279, 'trial': 8424, 'murdering': 5269, 'ryazan': 6926, 'baby': 703, 'jail': 4453, 'begging': 830, 'prison': 6198, 'chains': 1310, 'thieves': 8198, 'criminals': 1902, 'innocent': 4293, 'perish': 5865, 'downcast': 2486, 'vanya': 8701, 'dearest': 2053, 'hiding': 3918, 'weep': 8948, 'appeal': 463, 'petitions': 5897, 'prayed': 6123, 'condemned': 1649, 'flogged': 3246, 'mines': 5127, 'knot': 4584, 'wounds': 9128, 'healed': 3845, 'siberia': 7307, 'convicts': 1770, 'convict': 1768, 'mirth': 5143, 'stooped': 7779, 'earned': 2606, 'saints_': 6948, 'sundays': 7939, 'lessons': 4723, 'sang': 6967, 'choir': 1404, 'authorities': 668, 'meekness': 5048, 'prisoners': 6200, 'spokesman': 7643, 'quarrels': 6362, 'gang': 3467, 'towns': 8355, 'villages': 8779, 'sentenced': 7135, 'newcomers': 5380, 'cropped': 1918, 'arrested': 543, 'accused': 190, 'quicker': 6383, 'rights': 6803, 'eh': 2664, 'makar': 4942, 'semyonich': 7116, 'aksionovs': 316, 'sinner': 7360, 'ourselves': 5626, 'gran': 3641, 'dad': 1991, 'unjustly': 8596, '_own_': 87, 'knee': 4574, 'lads': 4621, 'maybe': 5014, 'rumours': 6912, 'hid': 3912, 'awake': 684, 'unhappy': 8580, 'executioner': 2918, 'premature': 6141, 'kill': 4551, 'anger': 407, 'vengeance': 8728, 'repeating': 6652, 'prayers': 6125, 'peace': 5809, 'fortnight': 3340, 'miserable': 5146, 'earth': 2611, 'shelves': 7235, 'shelf': 7231, 'dug': 2576, 'hole': 3951, 'rid': 6785, 'emptying': 2735, 'blab': 923, 'll': 4817, 'flog': 3245, 'enemy': 2759, 'escape': 2831, 'convoy': 1774, 'tunnel': 8474, 'governor': 3631, 'questioned': 6377, 'denied': 2159, 'unconcerned': 8524, 'ruined': 6904, 'wrongly': 9153, 'digging': 2276, 'peered': 5826, 'released': 6600, 'nowhere': 5455, 'christ': 1411, 'sob': 7492, 'longing': 4848, 'hoped': 3979, 'confessed': 1661, 'guilt': 3730, 'shchedrin_': 7222, 'transported': 8394, 'uninhabited': 8585, 'isle': 4433, 'carpet': 1255, 'records': 6526, 'consequently': 1699, 'hadn': 3753, 'assurances': 610, 'esteem': 2843, 'humble': 4036, 'abolished': 131, 'services': 7164, 'migrated': 5107, 'podyacheskaya': 6028, 'pension': 5839, 'couldn': 1826, 'dreaming': 2522, 'shirt': 7248, 'hanging': 3787, 'coffee': 1526, 'bethought': 886, 'supposing': 7963, 'east': 2618, 'west': 8963, 'ascertain': 566, 'north': 5427, 'teacher': 8104, 'school': 7016, 'reserves': 6702, 'cleverer': 1473, 'fruits': 3414, 'plucked': 6019, 'tearing': 8110, 'brook': 1112, 'swarming': 8007, 'wouldn': 9126, 'watered': 8911, 'woods': 9100, 'partridges': 5754, 'grouse': 3709, 'hares': 3804, 'abundance': 157, 'food': 3290, 'tremendously': 8420, '_moscow': 80, 'gazette_': 3493, 'stomachs': 7773, 'partly': 5751, 'enjoying': 2779, 'fishes': 3191, 'pabulum': 5669, 'original': 5610, 'swims': 8026, 'grows': 3716, 'rejoined': 6590, 'breakfast': 1070, 'rolls': 6856, 'deduced': 2090, 'eat': 2622, 'pheasant': 5908, 'roast': 6833, 'swarmed': 8006, 'flocks': 3244, 'pheasants': 5909, 'ducks': 2573, 'herds': 3897, 'porklings': 6069, 'juicy': 4510, 'tenderly': 8139, 'garnished': 3476, 'deliciously': 2131, 'olives': 5545, 'capers': 1228, 'pickles': 5933, 'devour': 2252, 'gloves': 3586, 'mellow': 5054, 'fixedly': 3205, 'boding': 993, 'chattered': 1353, 'issued': 4436, 'breasts': 1074, 'frenzy': 3378, 'yelling': 9174, 'colleague': 1537, 'entertain': 2794, 'murder': 5265, 'explain': 2956, 'sun': 7936, 'rises': 6814, 'sets': 7168, 'reverse': 6758, 'doings': 2448, 'halt': 3768, 'sustain': 7997, 'juices': 4509, 'generate': 3500, 'consumed': 1724, 'topic': 8325, 'invariably': 4392, 'reverted': 6761, 'recollecting': 6517, 'banquet': 738, 'mayor': 5016, 'magnificence': 4928, 'exceeded': 2887, 'remotest': 6632, 'provinces': 6290, 'feast': 3094, 'gods': 3604, 'costliest': 1816, 'sturgeon': 7874, 'sheksna': 7230, 'caucasian': 1283, 'rendezvous': 6639, 'strawberries': 7807, 'seldom': 7107, 'latitude': 4666, 'sheer': 7228, 'desperation': 2213, 'snatched': 7474, 'correspondent': 1810, 'tula': 8469, 'informs': 4273, 'upa': 8645, 'event': 2864, 'oldest': 5542, 'club': 1506, 'prime': 6187, 'platter': 5995, 'vinegar': 8781, 'bunch': 1137, 'parsley': 5735, 'acted': 211, 'toast': 8300, 'sauces': 6986, 'unusually': 8641, 'delicate': 2129, '_gazette_': 54, 'viatka': 8759, 'highly': 3922, 'codfish': 1525, '_lota': 71, 'vulgaris_': 8834, 'beaten': 794, 'rod': 6847, 'liver': 4809, 'swells': 8020, 'minds': 5124, 'beefsteak': 813, 'irresistible': 4427, 'painfully': 5684, 'yearning': 9168, 'taught': 8097, 'delightedly': 2134, 'finding': 3163, 'muzhiks': 5292, 'fetch': 3128, 'shouldn': 7277, 'working': 9107, 'island': 4432, 'desired': 2203, 'sheep': 7226, 'colossal': 1544, 'impudently': 4174, 'lazy': 4684, 'bones': 1008, 'raged': 6413, 'fairly': 3027, 'perishing': 5867, 'gentlemen': 3517, 'submit': 7885, 'climbed': 1479, 'dozen': 2494, 'finest': 3167, 'apples': 474, 'potatoes': 6098, 'wood': 9097, 'snare': 7472, 'cooked': 1779, 'idler': 4090, 'rejoiced': 6588, 'appreciate': 483, 'cord': 1794, 'hemp': 3891, 'stalks': 7689, 'skilful': 7386, 'needn': 5354, 'pensions': 5840, 'accumulating': 185, 'tower': 8352, 'babel': 702, 'explanation': 2958, 'languages': 4642, 'flood': 3248, 'antediluvian': 433, 'animals': 414, 'shade': 7186, 'sheet': 7229, 'penza': 5842, 'riazan': 6777, 'discomfort': 2332, 'delicacies': 2127, 'lasted': 4656, 'cooks': 1781, 'remind': 6624, 'pining': 5958, 'homesickness': 3964, 'lamb': 4629, 'longs': 4850, 'uniforms': 8584, 'class': 1448, 'dizzy': 2434, 'importune': 4159, 'beer': 815, 'mead': 5019, 'alas': 321, 'scaffolding': 6997, 'ropes': 6873, 'roofs': 6867, 'paint': 5688, 'crawl': 1877, 'scorned': 7028, 'constructing': 1721, 'ship': 7246, 'vessel': 8748, 'dog': 2444, 'drown': 2557, 'raft': 6410, 'falling': 3036, 'waves': 8920, 'preparations': 6144, 'swan': 8005, 'couch': 1821, 'rowed': 6888, 'shore': 7266, 'seasick': 7068, 'storms': 7787, 'scolded': 7025, 'coarse': 1517, 'idleness': 4089, 'rowing': 6889, 'herring': 3906, 'neva': 5373, 'catherine': 1280, 'canal': 1214, 'bureau': 1141, 'whiskey': 8997, 'kopeks': 4597, 'rejoice': 6587, 'korlenko': 4598, 'elapsed': 2671, 'judges': 4503, 'acclaim': 172, 'athenian': 621, 'sentence': 7134, 'destroy': 2222, 'gadfly': 3443, 'athens': 623, 'stings': 7759, 'prevent': 6173, 'sting': 7758, 'pricks': 6183, 'arouses': 536, 'napping': 5313, 'exasperation': 2886, 'cruelly': 1932, 'demanded': 2146, 'perchance': 5850, 'accusers': 191, 'meletus': 5053, 'anytus': 447, 'citizens': 1433, 'whither': 9010, 'doctrines': 2440, 'tend': 8136, 'wrought': 9155, 'overthrows': 5655, 'beliefs': 849, 'divinity': 2431, 'hitherto': 3941, 'blasphemer': 936, 'deems': 2096, 'wiser': 9065, 'twere': 8487, 'flare': 3216, 'unjust': 8595, 'wanton': 8875, 'lust': 4898, 'wives': 9082, 'ancestors': 393, 'souls': 7564, 'forefathers': 3313, 'accomplish': 177, 'olympians': 5548, 'paled': 5696, 'joint': 4480, 'impious': 4151, 'blue': 978, 'twilight': 8490, 'restless': 6729, 'countenances': 1833, 'shine': 7242, 'mild': 5108, 'figure': 3149, 'courageously': 1843, 'dangers': 2008, 'potidæa': 6101, 'committing': 1575, 'executing': 2916, 'arginusæe': 514, 'tyrants': 8503, 'fifteen': 3144, 'market': 4973, 'concerning': 1639, 'shepherd': 7236, 'flock': 3242, 'watches': 8904, 'reduce': 6540, 'ruler': 6907, 'investigate': 4401, 'solitary': 7526, 'undefended': 8530, 'youths': 9195, 'kindled': 4556, 'dispersing': 2378, 'athenians': 622, 'oppressed': 5585, 'sophroniscus': 7551, 'harbour': 3797, 'glow': 3587, 'purple': 6332, 'sails': 6946, 'keeled': 4529, 'delian': 2126, 'shimmering': 7241, 'pontus': 6059, 'expiration': 2955, 'hinder': 3929, 'escaping': 2833, 'plato': 5993, 'æschines': 9207, 'bribe': 1086, 'flee': 3227, 'barbarians': 742, 'thessaly': 8193, 'peloponnesus': 5830, 'egypt': 2663, 'blasphemous': 937, 'speeches': 7607, 'weigh': 8951, 'demos': 2158, 'heliasts': 3881, 'cherished': 1375, 'hemlock': 3890, 'troublesome': 8449, 'pangs': 5708, 'consciences': 1691, 'smote': 7467, 'inflicting': 4266, 'risen': 6813, 'dipped': 2297, 'delos': 2141, 'drooping': 2550, 'native': 5321, 'heaved': 3864, 'fog': 3274, 'hills': 3925, 'obscurity': 5483, 'gripped': 3698, 'stubborn': 7854, 'spare': 7583, 'chooses': 1407, 'phædo': 5926, 'pupils': 6324, 'urge': 8658, 'reproachfully': 6681, 'biting': 917, 'grudge': 3718, 'coins': 1529, 'crito': 1912, 'besought': 879, 'flight': 3235, 'upbraiding': 8646, 'disciples': 2325, 'avarice': 676, 'willed': 9038, 'gratify': 3662, 'wise': 9064, 'falsehood': 3039, 'abide': 122, 'laws': 4677, 'obey': 5471, 'pupil': 6323, 'agreed': 295, 'including': 4197, '_we_': 111, 'untruth': 8638, 'premise': 6142, 'conclusion': 1643, 'mustn': 5283, 'logical': 4839, 'erring': 2828, 'tossed': 8342, 'roared': 6831, 'dully': 2581, 'load': 4819, 'whimsical': 8987, 'mournful': 5241, 'stirred': 7762, 'ships': 7247, 'timidly': 8281, 'awakened': 686, 'messenger': 5088, 'darkened': 2019, 'sinking': 7358, 'cup': 1953, 'shrouded': 7297, 'veil': 8722, 'mist': 5154, 'tugging': 8468, 'vessels': 8749, 'delayed': 2123, 'erinyes': 2824, 'songs': 7542, 'whipped': 8991, 'tempest': 8128, 'overwhelm': 5658, 'denouncers': 2160, 'stirrings': 7764, 'regret': 6574, 'fleeing': 3228, 'sombre': 7531, 'attire': 647, 'reproach': 6677, 'resist': 6707, 'resentment': 6700, 'ye': 9165, 'unsatiable': 8617, 'tormentor': 8333, 'torment': 8331, 'stung': 7867, 'committed': 1573, 'erased': 2821, 'xenophon': 9160, 'marching': 4970, 'land': 4635, 'fatherland': 3074, 'critobulus': 1913, 'apollodorus': 457, 'parchment': 5724, 'disciple': 2324, 'busy': 1163, 'inscribing': 4307, 'teachings': 8107, 'sage': 6943, 'intellect': 4345, 'illumines': 4107, 'torch': 8329, 'impetuous': 4149, 'ctesippus': 1940, 'sole': 7517, 'clinias': 1482, 'exemplar': 2920, 'mindedness': 5123, 'indifferently': 4227, 'harmony': 3810, 'attractive': 651, 'graceful': 3636, 'harmonious': 3808, 'stormy': 7788, 'temperament': 8125, 'serenity': 7146, 'virginal': 8787, 'doubts': 2481, 'bud': 1127, 'opens': 5571, 'winds': 9049, 'hearth': 3859, 'oppressive': 5587, 'stillness': 7756, 'repugnance': 6684, 'burned': 1147, 'incense': 4185, 'offerings': 5528, 'sacrificed': 6933, 'shrieking': 7293, 'clamoured': 1439, 'execution': 2917, 'argunisæ': 518, 'opposed': 5583, 'champion': 1321, 'defend': 2107, 'blamed': 931, 'daughters': 2032, 'nereus': 5364, 'bewailing': 893, 'folly': 3285, 'frenzied': 3377, 'rocky': 6846, 'coast': 1519, 'growl': 3713, 'booming': 1013, 'sounded': 7566, 'dirge': 2307, 'ego': 2660, 'afflicting': 269, 'giant': 3537, 'mountain': 5237, 'heaving': 3871, 'immeasurable': 4126, 'wings': 9054, 'starry': 7703, 'vault': 8716, 'flecked': 3225, 'flying': 3268, 'disclose': 2329, 'ignorant': 4096, 'remove': 6633, 'lids': 4742, 'mountains': 5238, 'invariable': 4391, 'ceaselessly': 1292, 'invisibly': 4408, 'slumbering': 7441, 'unconsciously': 8526, 'roaring': 6832, 'whirr': 8995, 'rustling': 6924, 'stream': 7812, 'wisps': 9071, 'flickered': 3232, 'rocks': 6845, 'unaccompanied': 8511, 'flared': 3217, 'crag': 1869, 'peaks': 5813, 'illumination': 4105, 'emphasised': 2721, 'disclosed': 2330, 'outlines': 5634, 'deserts': 2195, 'gorges': 3619, 'crawling': 1879, 'serpents': 7157, 'heights': 3878, 'chaos': 1328, 'joyous': 4495, 'haunt': 3828, 'groves': 3710, 'purling': 6331, 'brooks': 1113, 'valleys': 8687, 'fled': 3226, 'pan': 5703, 'mysterious': 5298, 'nearby': 5336, 'ant': 431, 'blasphemously': 938, 'senseless': 7128, 'floodtide': 3251, 'overwhelms': 5661, 'rock': 6842, 'revelation': 6751, 'threshold': 8240, 'melt': 5056, 'unending': 8559, 'inconceivable': 4204, 'glare': 3561, 'slope': 7438, 'climbing': 1480, 'upward': 8655, 'cheerless': 1368, 'relieve': 6603, 'elpidias': 2692, 'formerly': 3335, 'richest': 6783, 'tanner': 8082, 'slaves': 7409, 'poet': 6031, 'slave': 7407, 'hades': 3751, 'marvel': 4988, 'wander': 8867, 'overcome': 5646, 'bemoan': 862, 'joys': 4497, 'fleeting': 3229, 'plunged': 6021, 'earthly': 2612, 'tread': 8406, 'hesitation': 3910, 'ray': 6459, 'aware': 689, 'distressing': 2408, 'undoubtedly': 8551, 'dismal': 2365, 'law': 4675, 'source': 7573, '_i_': 58, 'abandon': 117, 'pathless': 5781, 'fold': 3277, 'envelop': 2806, 'greedily': 3674, 'absorbing': 151, 'socratic': 7501, 'speech': 7606, 'shortens': 7268, 'hercules': 3896, 'seeks': 7097, 'produces': 6223, 'maintained': 4937, 'burial': 1143, 'magnificently': 4930, 'wanderer': 8869, 'washed': 8896, 'sprinkled': 7660, 'smelling': 7451, 'balsam': 724, 'larissa': 4650, 'garments': 3475, 'weave': 8940, 'amphora': 382, 'crater': 1875, 'decorated': 2086, 'handles': 3780, 'bronze': 1111, 'vial': 8758, 'converted': 1764, 'minas': 5120, 'drachmas': 2498, 'drinks': 2541, 'envy': 2811, 'responded': 6721, 'pained': 5682, 'straying': 7809, 'assembly': 589, 'befall': 819, 'sorrier': 7552, 'perceive': 5846, 'brightness': 1098, 'misty': 5161, 'region': 6572, 'orcus': 5593, 'mistaken': 5156, 'folds': 3279, 'pompous': 6056, 'clearer': 1464, 'ahead': 300, 'scoffing': 7024, 'compare': 1585, 'godless': 3601, 'agesilaus': 283, 'dyed': 2594, 'rogue': 6850, 'wasn': 8899, 'proteus': 6280, 'wily': 9043, 'profanation': 6225, 'unheard': 8582, 'compares': 1587, 'destructive': 2227, 'dropsy': 2555, 'abdomen': 121, 'physician': 5923, 'corinth': 1796, 'vanquish': 8699, 'quenched': 6371, 'flame': 3211, 'wicked': 9023, 'bellowed': 855, 'steer': 7735, 'slaughterer': 7406, 'begged': 829, 'parcæ': 5725, 'conclude': 1640, 'pleasanter': 6008, 'crafty': 1868, 'enrage': 2786, 'destroyer': 2224, 'didn': 2263, 'treat': 8407, 'considerately': 1703, 'quarrel': 6360, 'comparisons': 1589, 'hurt': 4065, 'shape': 7206, 'odds': 5514, 'abandoning': 119, 'cheated': 1357, 'depends': 2170, 'throughout': 8253, 'demands': 2148, 'reminds': 6626, 'luck': 4882, 'traffic': 8368, 'hides': 3917, 'hermes': 3901, 'calves': 1208, 'calf': 1198, 'bah': 714, 'oaths': 5466, 'abandoned': 118, 'hecatomb': 3873, 'whereas': 8979, 'promises': 6252, 'vows': 8830, 'cattle': 1282, 'trade': 8364, 'mina': 5119, 'sufficed': 7916, 'reckoned': 6509, 'remnants': 6628, 'meals': 5022, 'miscalculated': 5144, 'piety': 5946, 'surplus': 7979, 'fortunate': 3342, 'damages': 1999, 'unhand': 8578, 'citizen': 1432, 'hellish': 3882, 'approve': 494, 'sacrifices': 6934, 'examine': 2881, 'motives': 5232, 'investigation': 4403, 'philosophers': 5915, 'sophistry': 7550, 'ha': 3746, 'wickedly': 9024, 'righteously': 6800, 'majority': 4941, 'm_': 4908, '_you_': 115, 'rational': 6450, 'arises': 523, 'agreeing': 296, 'wherein': 8981, 'consists': 1710, 'homer': 3961, 'ares': 513, 'pallas': 5698, 'athene': 620, 'mornings': 5217, 'enormous': 2782, 'raises': 6428, 'athlete': 624, 'theophantes': 8185, 'towered': 8353, 'pericles': 5860, 'agree': 293, 'arrows': 550, 'trust': 8457, 'seduced': 7090, 'brute': 1125, 'lustfulness': 4899, 'insulting': 4343, 'scoundrel': 7032, 'zeus': 9201, 'cronos': 1916, 'war': 8877, 'brutal': 1124, 'hera': 3895, 'virgins': 8788, 'convert': 1763, 'inachos': 4180, 'cow': 1855, 'apollo': 456, 'niobe': 5403, 'callenius': 1201, 'steal': 7726, 'bulls': 1135, 'build': 1128, 'altars': 354, 'blaspheme': 935, 'acts': 217, 'judged': 4502, 'mark': 4971, 'divine': 2429, 'test': 8156, 'measures': 5033, 'follows': 3284, 'principle': 6193, 'condemns': 1650, 'deceptive': 2070, 'phantoms': 5907, 'creations': 1887, 'footed': 3296, 'takes': 8066, 'captive': 1237, 'confound': 1672, 'awaken': 685, 'waver': 8917, 'wrathful': 9134, 'inflict': 4265, 'arguments': 517, 'conclusions': 1644, 'milesian': 5110, 'allegories': 335, 'relaxation': 6597, 'unprofitable': 8613, 'ancient': 395, 'miletus': 5111, 'attacks': 631, 'wisest': 9066, 'precious': 6131, 'overtaken': 5653, 'worthless': 9122, 'stars': 7704, 'howl': 4020, 'beasts': 792, 'racked': 6403, 'inhospitable': 4283, 'obscure': 5482, 'loomed': 4855, 'realisation': 6474, 'resembles': 6699, 'hazy': 3835, 'hover': 4013, 'revived': 6762, 'wanderings': 8871, 'discerned': 2322, 'banished': 729, 'recollections': 6519, 'awoke': 698, 'nomads': 5417, 'dreams': 2523, 'endeavoured': 2745, 'lure': 4895, 'clay': 1456, 'embraced': 2708, 'wet': 8964, 'destroyed': 2223, 'vile': 8777, 'defamation': 2102, 'longings': 4849, 'reverenced': 6755, 'kernel': 4540, 'teaching': 8106, 'resides': 6704, 'staff': 7676, 'break': 1069, 'countries': 1838, 'cities': 1431, 'ways': 8925, 'seas': 7067, 'courses': 1845, 'pilgrim': 5950, 'limitless': 4778, 'faster': 3068, 'hospitable': 3998, 'greet': 3679, 'traveller': 8399, 'kidnapped': 4549, 'detect': 2234, 'traces': 8360, 'imperfection': 4147, 'wickedness': 9025, 'investigating': 4402, 'dust': 2587, 'shelterless': 7234, 'tradition': 8366, 'finds': 3164, 'imperfect': 4146, 'destroys': 2225, 'cunning': 1952, 'penetrate': 5832, 'unnecessary': 8605, 'beam': 780, 'vapoury': 8703, 'luminous': 4891, 'genii': 3507, 'process': 6213, 'thicker': 8196, 'foggy': 3276, 'separated': 7141, 'chased': 1348, 'endlessly': 2751, 'peak': 5812, 'ravine': 6457, 'zenith': 9200, 'rays': 6460, 'vale': 8683, 'dread': 2515, 'motion': 5229, 'limit': 4775, 'parting': 5748, 'beginnings': 833, 'struggle': 7851, 'attain': 632, 'crown': 1929, 'endeavours': 2747, 'ability': 124, 'endured': 2757, 'tolerably': 8311, 'instructive': 4337, 'trembles': 8416, 'nigh': 5392, 'hurled': 4059, 'bolt': 1005, 'bottomless': 1037, 'olympian': 5547, 'mists': 5160, 'powers': 6114, 'ascendant': 563, 'discern': 2321, 'halo': 3767, 'older': 5541, 'encircled': 2738, 'winging': 9053, 'eddies': 2639, 'hurricane': 4060, 'leaves': 4703, 'lashed': 4652, 'boreas': 1024, 'minor': 5129, 'spaces': 7578, 'embrace': 2707, 'admitted': 242, 'dreadful': 2517, 'deductions': 2092, 'threatening': 8236, 'godhead': 3600, 'spake': 7582, 'strives': 7840, 'immortal': 4134, 'unbelief': 8518, 'commands': 1566, 'recompense': 6521, 'enjoyed': 2778, 'solve': 7530, 'prefer': 6136, 'cowardly': 1856, 'hypocrisy': 4074, 'searchings': 7066, 'crags': 1870, 'shock': 7253, 'thundering': 8265, 'peal': 5814, 'enthroned': 2797, 'sighs': 7320, 'bowels': 1047, 'chained': 1309, 'titans': 8292, 'questioner': 6378, 'thunder': 8261, 'animal': 413, 'amazed': 364, 'lybian': 4904, 'tamer': 8080, 'fearless': 3090, 'scepticism': 7012, 'olympus': 5549, 'carrying': 1261, 'discourse': 2338, 'academies': 162, 'promenades': 6247, 'immortals': 4136, 'thou': 8222, 'daemon': 1992, 'forced': 3308, 'emanates': 2698, 'offering': 5527, 'ripe': 6810, 'kindling': 4557, 'gift': 3540, 'deepest': 2099, 'seed': 7093, 'sowed': 7575, 'crises': 1906, 'prevents': 6175, 'obediently': 5470, 'command': 1561, 'glimmer': 3570, 'stronger': 7846, 'interfere': 4365, 'breaks': 1072, 'smokes': 7462, 'shines': 7243, 'questing': 6374, 'extinguishing': 2979, 'searcher': 7063, 'altar': 353, 'solution': 7529, 'harken': 3805, 'kills': 4554, 'branch': 1059, 'fires': 3182, 'howling': 4022, 'arrogant': 548, 'renounce': 6643, 'humility': 4042, 'adornment': 247, 'shelter': 7233, 'credulous': 1892, 'departed': 2162, 'worm': 9113, 'pitiful': 5971, 'vivify': 8809, 'digger': 2275, 'dung': 2584, 'soiled': 7510, 'smut': 7469, 'architect': 503, 'temple': 8129, 'base': 762, 'disavow': 2319, 'unsolved': 8626, 'deprived': 2175, '_this_': 103, 'gnawed': 3590, 'refuge': 6558, 'folded': 3278, 'pinions': 5959, 'torrents': 8336, 'streamed': 7813, 'incessant': 4186, 'floods': 3250, 'deluge': 2142, 'unquenchable': 8615, 'silenced': 7331, 'thunderbolts': 8262, 'burden': 1140, 'unendurable': 8560, 'anguish': 411, 'belongs': 858, 'builder': 1129, 'structure': 7850, 'digs': 2280, 'destruction': 2226, 'stately': 7711, 'edifice': 2643, 'purified': 6330, 'erect': 2822, 'throne': 8248, 'restlessly': 6730, 'disavowal': 2320, 'soot': 7548, 'sunbeam': 7937, 'falls': 3037, 'filthy': 3158, 'puddle': 6304, 'vapour': 8702, 'mud': 5259, 'melts': 5058, 'dissolves': 2395, 'ether': 2851, 'laden': 4619, 'aspired': 583, 'bloodless': 966, 'absorb': 149, 'absorbs': 152, 'evaporating': 2858, 'ghosts': 3536, 'bar': 740, 'fathom': 3077, 'abrupt': 142, 'egis': 2659, 'weakened': 8928, 'thunderer': 8264, 'sounding': 7567, 'clefts': 1469, 'spectacle': 7603, 'godly': 3602, 'floated': 3240, 'azure': 699, 'ornaments': 5616, 'hem': 3889, 'festive': 3126, 'ravines': 6458, 'cleft': 1468, 'vanishing': 8696, 'gleaming': 3567, 'distinctly': 2400, 'tiniest': 8282, 'blade': 929, 'grass': 3656, 'balmy': 723, 'invisible': 4407, 'radiant': 6407, 'ecstasy': 2637, 'impulse': 4175, 'recital': 6505, 'vsevolod': 8832, 'semyon': 7115, 'ivanov': 4447, 'track': 8361, 'walker': 8859, 'hut': 4070, 'versts': 8745, 'railroad': 6418, 'darkly': 2020, 'forest': 3320, 'dwellings': 2592, 'huts': 4071, 'walkers': 8860, 'shattered': 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7084, 'bench': 863, 'rails': 6419, 'rumble': 6910, 'spelling': 7610, 'trains': 8374, 'infrequent': 4274, 'verst': 8744, 'twice': 8488, 'affairs': 262, 'drawback': 2509, 'inspector': 4321, 'muscular': 5275, 'midway': 5103, 'neighbour': 5359, 'talkative': 8074, 'vasily': 8713, 'stepanych': 7738, 'knocked': 4582, 'ashes': 570, 'rail': 6415, 'crueller': 1931, 'beast': 791, 'wolf': 9085, 'eats': 2625, 'greed': 3673, 'tries': 8428, 'quick': 6381, 'suffer': 7910, 'temper': 8124, 'cutting': 1984, 'discussed': 2346, 'topics': 8326, 'cannibals': 1221, 'devouring': 2254, 'sucking': 7905, 'husks': 4069, 'feed': 3107, 'pigs': 5947, 'lighting': 4756, 'decides': 2073, 'coach': 1513, 'worker': 9106, 'twig': 8489, 'cabbages': 1184, 'dig': 2273, 'roots': 6872, 'pulling': 6311, 'bloody': 968, 'personages': 5881, 'inquiry': 4302, 'ballast': 720, 'levelled': 4730, 'sleepers': 7413, 'spikes': 7618, 'posts': 6094, 'sand': 6964, 'crossings': 1922, 'neighbouring': 5361, 'weed': 8945, 'mended': 5066, 'kaftan': 4519, 'cleaned': 1458, 'polished': 6051, 'plate': 5990, 'levers': 4731, 'hum': 4029, 'squeaked': 7669, 'soldierly': 7514, 'repair': 6646, '164': 8, 'spiridov': 7620, 'workmen': 9108, 'watched': 8903, 'choking': 1405, 'mate': 5002, 'shan': 7205, 'beforehand': 823, 'annoy': 421, 'patience': 5783, 'staying': 7723, 'freight': 3374, 'van': 8692, 'saloons': 6956, 'flutes': 3264, 'reed': 6542, 'stalk': 7688, 'drill': 2537, 'fix': 3203, 'mouthpiece': 5248, 'tune': 8471, 'brakemen': 1058, 'bazaar': 778, 'apiece': 455, 'sticks': 7749, 'big': 900, 'marsh': 4981, 'splendid': 7630, 'reeds': 6543, 'twittering': 8495, 'crackle': 1862, 'clang': 1442, 'redoubled': 6539, 'squatting': 7668, 'secure': 7086, 'loosened': 4857, 'swam': 8003, 'scrambled': 7035, 'replace': 6658, 'tools': 8323, 'murmured': 5271, 'hooter': 3977, 'factory': 3008, 'shiver': 7250, 'careen': 1243, 'splinter': 7633, 'curve': 1975, 'topple': 8327, 'packed': 5676, 'mechanically': 5035, 'blindly': 955, 'whistle': 9002, 'tremor': 8421, 'literally': 4801, 'scarf': 7004, 'spurted': 7664, 'flowing': 3258, 'smoothed': 7465, 'waving': 8921, 'wound': 9127, 'diminish': 2285, 'swim': 8024, 'spots': 7649, 'ringing': 6806, 'ears': 2610, 'banner': 737, 'regulator': 6580, 'reversed': 6759, 'footway': 3302, 'drenched': 2528, 'rag': 6411, 'lowering': 4880, 'chekov': 1372, 'olenka': 5543, 'assessor': 593, 'plemyanikov': 6013, 'nagging': 5301, 'gathering': 3484, 'wafting': 8839, 'moisture': 5183, 'kukin': 4602, 'roomed': 6869, 'wing': 9052, 'manager': 4958, 'tivoli': 8297, 'despairingly': 2209, 'noose': 5423, 'ruining': 6905, 'wrung': 9156, 'addressing': 229, 'olga': 5544, 'tortures': 8340, 'operetta': 5574, 'pantomime': 5711, 'rude': 6903, 'boor': 1014, 'wants': 8876, 'circus': 1429, 'tenth': 8144, 'june': 4515, 'audiences': 659, 'rent': 6644, 'actors': 216, 'hysterical': 4075, 'suit': 7925, 'drag': 2500, 'labour': 4608, 'scaffold': 6996, 'gaunt': 3486, 'combed': 1550, 'tenor': 8141, 'puckered': 6303, 'inscribed': 4306, 'sincere': 7350, 'loving': 4876, 'aunt': 662, 'brianska': 1085, 'progymnasium': 6241, 'compassionate': 1591, 'gentle': 3513, 'wholesome': 9018, 'rosy': 6878, 'visitors': 8802, 'grasp': 3653, 'hers': 3907, 'located': 4827, 'gypsy': 3745, 'music': 5276, 'rockets': 6843, 'battling': 776, 'indifferent': 4226, 'assault': 587, 'melted': 5057, 'tapped': 8085, 'pane': 5705, 'curtains': 1972, 'proposed': 6266, 'vigorous': 8773, 'clapped': 1444, 'rained': 6424, 'cashier': 1267, 'salaries': 6951, 'café': 1191, 'humanised': 4032, 'appreciates': 484, 'vanichka': 8693, '_faust': 53, 'burlesqued_': 1145, 'boxes': 1050, 'silly': 7337, 'overcrowded': 5647, '_orpheus': 85, 'hades_': 3752, 'contempt': 1734, 'boorishness': 1015, 'meddled': 5038, 'rehearsals': 6581, 'corrected': 1806, 'musicians': 5279, 'criticism': 1910, 'local': 4826, 'bilked': 903, 'utmost': 8670, 'nicely': 5389, 'leased': 4699, 'sublet': 7883, 'periods': 5864, 'conjuror': 1681, 'amateur': 363, 'beaming': 782, 'contentment': 1739, 'thinner': 8207, 'yellower': 9176, 'raspberry': 6446, 'syrup': 8045, 'lime': 4774, 'eau': 2626, 'cologne': 1543, 'coverings': 1853, 'likened': 4766, 'hens': 3893, 'rooster': 6871, 'coop': 1785, 'detained': 2232, 'easter': 2619, 'monday': 5191, 'omened': 5551, 'wicket': 9026, 'gate': 3480, 'barrel': 753, 'boom': 1012, 'barefooted': 749, 'plashing': 5987, 'puddles': 6305, 'hollow': 3955, 'bass': 771, 'telegram': 8117, 'telegrams': 8118, 'numbed': 5457, 'awaiting': 683, 'propt': 6271, 'wuneral': 9158, 'tuesday': 8466, 'unintelligible': 8586, 'signed': 7326, 'opera': 5572, 'sweetheart': 8015, 'vagankov': 8677, 'cemetery': 1296, 'wednesday': 8944, 'yards': 9162, 'crossing': 1921, 'grieving': 3688, 'mass': 4993, 'pustovalov': 6345, 'babakayev': 700, 'lumber': 4890, 'straw': 7806, 'vest': 8750, 'chain': 1308, 'landowner': 4639, 'ordained': 5594, 'sedately': 7089, 'dies': 2266, 'submission': 7884, 'sedate': 7088, 'liking': 4769, 'impressed': 4165, 'elderly': 2676, 'desperately': 2212, 'absence': 144, 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'andreyich': 401, 'physicians': 5924, 'wailed': 8846, 'fatherless': 3075, 'motherless': 5227, 'weepers': 8949, 'hats': 3826, 'nun': 5460, 'surmised': 7976, 'veterinarian': 8752, 'inspection': 4320, 'becoming': 806, 'infected': 4257, 'cows': 1859, 'transparent': 8393, 'change': 1324, 'colleagues': 1538, 'plague': 5977, 'municipal': 5264, 'slaughter': 7405, 'embarrassed': 2702, 'hissed': 3934, 'doctors': 2439, 'mix': 5165, 'nuisance': 5456, 'volodichka': 8819, '_am_': 39, 'duration': 2585, 'transferred': 8385, 'attic': 646, 'minus': 5131, 'homely': 3960, 'dubious': 2570, 'response': 6722, 'listlessly': 4799, 'compulsion': 1622, 'raining': 6425, 'riding': 6793, 'wagon': 8843, 'emptiness': 2733, 'galling': 3453, 'wormwood': 9114, 'roof': 6865, 'dock': 2437, 'thistles': 8214, 'overgrew': 5649, 'wafted': 8838, 'chime': 1393, 'cathedral': 1279, 'memories': 5062, 'pour': 6105, 'kitten': 4570, 'bryska': 1126, 'purred': 6334, 'caresses': 1251, 'untouched': 8634, 'aging': 285, 'skirt': 7392, 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'purring': 6335, 'mrr': 5256, 'knock': 4581, 'unhappier': 8579, 'quit': 6393, 'scrapping': 7036, 'pacing': 5673, 'study': 7861, 'recalling': 6493, 'scholars': 7015, 'journalists': 4490, 'disapproved': 2315, 'obsolete': 5489, 'unfitted': 8570, 'immoral': 4133, 'replaced': 6659, 'universally': 8593, 'imprisonment': 4169, 'priori_': 6197, 'humane': 4031, 'degrees': 2118, 'seconds': 7077, 'draws': 2514, 'lawyer': 4678, 'choose': 1406, 'ensued': 2788, 'discussion': 2347, 'nervous': 5367, 'banged': 728, 'cell': 1295, 'ridiculous': 6792, 'spoiled': 7637, 'jokingly': 4486, 'roan': 6829, 'heavier': 3868, 'enforced': 2765, 'poison': 6042, 'caprice': 1231, 'pure': 6327, 'undergo': 8534, 'observation': 5485, 'newspapers': 5384, 'musical': 5277, 'instrument': 4338, 'tobacco': 8301, 'agreement': 297, 'communicate': 1579, 'specially': 7595, 'constructed': 1720, 'quantity': 6359, 'minutest': 5134, 'confinement': 1669, 'strictly': 7830, 'november': 5452, '14th': 6, '1870': 12, '1885': 13, 'attempt': 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'disgrace': 2352, 'whining': 8989, 'safe': 6940, 'damp': 2002, 'howled': 4021, 'strained': 7798, 'statues': 7717, 'greenhouse': 3677, 'fulfil': 3416, 'suspicion': 7994, 'groped': 3704, 'poked': 6044, 'match': 5001, 'bedclothes': 808, 'seals': 7056, 'movement': 5252, 'hoarse': 3945, 'groan': 3700, 'creaked': 1880, 'unlike': 8599, 'skeleton': 7381, 'tight': 8274, 'earthy': 2614, 'sunken': 7942, 'hairy': 3760, 'lean': 4690, 'skinny': 7390, 'silvering': 7340, 'senile': 7125, 'emaciation': 2696, 'believed': 851, 'bended': 865, 'smother': 7468, 'examination': 2880, 'trace': 8358, 'despise': 2214, 'blessings': 951, 'diligently': 2282, 'fragrant': 3360, 'hunted': 4057, 'deer': 2101, 'boar': 986, 'ethereal': 2852, 'summits': 7931, 'elbruz': 2675, 'mont': 5201, 'blanc': 932, 'suffused': 7919, 'ridges': 6789, 'lightnings': 4760, 'cleaving': 1467, 'rivers': 6821, 'lakes': 4628, 'syrens': 8044, 'devils': 2248, 'abysses': 160, 'miracles': 5136, 'preached': 6128, 'unwearying': 8642, 'lump': 4892, 'skull': 7394, 'void': 8816, 'frail': 3361, 'visionary': 8795, 'delusive': 2143, 'mirage': 5139, 'underground': 8536, 'posterity': 6092, 'immortality': 4135, 'slag': 7398, 'terrestrial': 8149, 'globe': 3579, 'ugliness': 8506, 'orange': 5590, 'frogs': 3402, 'lizards': 4815, 'roses': 6876, 'breathe': 1076, 'sweating': 8012, 'bartered': 761, 'waive': 8853, 'paradise': 5717, 'stipulated': 7760, 'sleeping': 7414, 'renunciation': 6645, 'zhukov': 9203, 'apprentice': 486, 'aliakhin': 329, 'assistants': 600, 'employer': 2728, 'cupboard': 1954, 'phial': 5912, 'ink': 4289, 'penholder': 5835, 'nib': 5387, 'spreading': 7654, 'crumpled': 1935, 'deciding': 2074, 'furtively': 3437, 'ikon': 4099, 'lasts': 4658, 'konstantin': 4595, 'makarych': 4943, 'vividly': 8808, 'pictured': 5937, 'messrs': 5089, 'zhivarev': 9202, 'blear': 941, 'trifled': 8430, 'ample': 383, 'strayed': 7808, 'domain': 2454, 'tapping': 8086, 'cudgel': 1943, 'bitch': 915, 'kashtanka': 4527, 'viun': 8805, 'loach': 4818, 'civil': 1435, 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'lots': 4865, 'vicious': 8763, 'sing': 7352, 'fishing': 3192, 'rods': 6849, 'sale': 6953, 'convenient': 1756, 'hook': 3973, 'sheat': 7224, 'weighing': 8952, 'pound': 6104, 'guns': 3739, '100': 1, 'meat': 5034, 'woodcocks': 9098, 'shopman': 7263, 'walnut': 8866, 'ignatyevna': 4092, 'convulsively': 1777, 'crackled': 1863, 'fir': 3177, 'wrapt': 9132, 'hare': 3803, 'springing': 7657, 'dart': 2025, 'snowdrift': 7487, 'tailed': 8058, 'decorating': 2087, 'candy': 1218, 'quadrille': 6354, 'orphan': 5617, 'frightfully': 3396, 'greetings': 3681, 'aliona': 332, 'tegor': 8116, 'address': 226, 'scratched': 7038, 'interfered': 4366, 'poulterer': 6102, 'conveyed': 1766, 'mail': 4935, 'troikas': 8443, 'boys': 1053, 'lulled': 4889, 'soundly': 7569, 'wagging': 8842, 'lelechka': 4715, 'nursery': 5462, 'charmed': 1344, 'serafima': 7144, 'aleksandrovna': 326, 'kisses': 4567, 'keenest': 4531, 'bewitched': 895, 'fondle': 3287, 'frigid': 3397, 'currents': 1963, 'nesletyevs': 5370, 'sergey': 7149, 'modestovich': 5175, 'calculation': 1195, 'intelligent': 4348, 'obligations': 5478, 'fiancé': 3136, 'irreproachable': 4425, 'gentleness': 3518, 'tactful': 8053, 'connexions': 1686, 'influential': 4269, 'useful': 8662, 'nesletyev': 5369, 'slow': 7439, 'marriage': 4977, 'suggest': 7922, 'elsewhere': 2694, 'infant': 4256, 'anticipation': 435, 'drifted': 2536, 'ungratified': 8577, 'lovers': 4874, '_mamochka_': 74, '_priatki_': 92, 'pronouncing': 6257, '_r_': 94, '_l_': 65, 'pliatki': 6015, 'inability': 4178, 'plump': 6020, 'carpets': 1256, '_tiu': 104, 'tiu': 8295, 'mamochka': 4954, 'laughing': 4670, 'roguish': 6851, 'rippling': 6811, 'joyously': 4496, 'merrily': 5085, 'cuddled': 1942, 'glowed': 3588, 'stealthily': 7729, 'tiu_': 8296, 'suppressed': 7965, 'disarranged': 2317, 'fedosya': 3100, 'natured': 5327, 'gentlewomen': 3519, 'caprices': 1232, 'absorbed': 150, 'closer': 1493, 'disarranging': 2318, 'oo': 5565, 'loudly': 4868, 'mispronouncing': 5150, 'lisping': 4793, 'awkward': 696, 'outcries': 5629, 'romping': 6864, 'genial': 3505, 'irreproachably': 4426, 'cleanliness': 1460, 'freshness': 3383, 'coldness': 1533, 'midst': 5102, 'abashed': 120, 'communicated': 1580, 'swift': 8022, 'beautifully': 799, 'surround': 7983, 'infancy': 4255, 'loveliest': 4871, 'tastefully': 8091, 'continuous': 1746, 'derisive': 2180, 'condescending': 1651, 'incidental': 4189, 'stress': 7820, 'puzzled': 6351, 'insist': 4314, 'kingdom': 4561, 'genially': 3506, 'housemaid': 4010, 'darya': 2027, 'agathya': 278, '_tiutiu_': 105, 'ominously': 5554, 'reproachful': 6680, 'roughly': 6884, 'ludicrous': 4885, 'emphatic': 2722, 'assurance': 609, 'secrecy': 7078, 'surest': 7971, 'tenderness': 8140, 'worried': 9116, 'gesticulated': 3529, 'succumbing': 7903, 'fears': 3092, 'dryly': 2568, 'omen': 5550, 'shamefaced': 7202, 'foreboded': 3311, 'humiliating': 4041, 'fancies': 3048, 'agitate': 286, 'gentlefolk': 3514, 'omens': 5552, 'doleful': 2449, 'angelic': 405, 'apron': 496, 'austere': 665, 'irritation': 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'misdemeanour': 5145, 'select': 7108, 'trunk': 8456, 'discomfited': 2331, 'unfriendly': 8576, 'undisturbed': 8548, 'idle': 4088, 'natalie': 5318, 'preliminary': 6140, 'soundings': 7568, 'variations': 8706, 'narrated': 5314, 'happenings': 3792, 'pancakes': 5704, 'fashions': 3065, 'feasted': 3095, 'scornful': 7029, 'ugliest': 8505, 'skirts': 7393, 'lyons': 4906, 'manufactured': 4965, 'imitate': 4121, 'mutually': 5290, 'distrustful': 2415, 'blooming': 970, 'slim': 7428, 'proportioned': 6265, 'brunette': 1120, 'divide': 2427, 'camps': 1212, 'admirers': 238, 'halves': 3770, 'rivalry': 6819, 'friendliest': 3387, 'smiles': 7455, 'humdrum': 4040, 'jog': 4475, 'trot': 8445, 'besieging': 877, 'concerned': 1638, 'bother': 1033, 'apparent': 459, 'gorgeous': 3617, 'pink': 5960, 'undefined': 8531, 'indefinite': 4213, 'sura': 7967, 'crêpe': 1939, 'chine': 1398, 'unpack': 8608, 'cords': 1795, 'devoured': 2253, 'enthralled': 2796, 'undo': 8549, 'knots': 4585, 'sorrowfully': 7554, 'pinned': 5961, 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7399, 'crossly': 1923, 'rammed': 6430, 'avoided': 681, 'dejectedly': 2121, 'reddened': 6532, 'commandingly': 1565, 'searching': 7064, 'reliability': 6601, 'pucker': 6302, 'conspicuously': 1714, 'fateful': 3072, 'botched': 1031, 'partisans': 5749, 'rival': 6818, 'mistaking': 5157, 'contention': 1738, 'experiencing': 2950, 'disdain': 2348, 'derision': 2179, 'conqueror': 1689, 'furious': 3430, 'goddess': 3598, 'gerasim': 3523, 'hardest': 3800, 'expectation': 2936, 'disheartened': 2359, 'boyhood': 1052, 'brewery': 1084, 'washer': 8897, 'employ': 2724, 'drafted': 2499, 'irksome': 4416, 'tramping': 8377, 'unturned': 8639, 'plagued': 5978, 'outer': 5631, 'sokolnik': 7511, 'sharov': 7213, 'ingratiated': 4278, 'glib': 3568, 'valued': 8690, 'yegor': 9170, 'danilych': 2010, 'fellows': 3117, 'employers': 2729, 'jobs': 4474, 'muddied': 5260, 'dismiss': 2367, 'angels': 406, 'boasting': 989, 'harnessed': 3811, 'fuss': 3439, '_will_': 113, 'galloped': 3454, 'fiodorych': 3176, 'polikarpych': 6049, '_has_': 56, 'dollars': 2452, 'earns': 2609, 'charwoman': 1347, '_kvas_': 63, 'shovels': 7282, 'slips': 7436, 'quarterly': 6365, 'starve': 7708, 'almshouse': 345, 'faithfully': 3031, 'allurements': 341, 'gulped': 3736, 'engage': 2766, 'panes': 5706, 'frosted': 3406, 'peep': 5823, 'occur': 5507, 'honestly': 3966, 'weren': 8962, 'serpent': 7156, 'wag': 8840, 'foul': 3347, 'mouthed': 5247, 'deceives': 2066, 'steals': 7728, 'fodder': 3271, 'dot': 2475, 'anyhow': 444, 'stabbed': 7674, 'dagger': 1993, 'realised': 6476, 'saddened': 6936, 'meek': 5046, 'disgraced': 2353, 'lighthearted': 4755, 'maxim': 5011, 'inconvenient': 4206, 'sold': 7512, 'yste': 9196, 'steamship': 7733, 'wharves': 8966, 'navigation': 5332, 'season': 7069, 'fermented': 3122, 'boisterous': 996, 'laborious': 4607, 'october': 5511, 'moist': 5181, 'obstinately': 5491, 'scrutinising': 7049, 'fragment': 3358, 'buildings': 1132, 'warehouses': 8880, 'culture': 1950, 'safely': 6941, 'stimulating': 7757, 'hygiene': 4072, 'warmly': 8884, 'neatly': 5343, 'polite': 6052, 'tactfully': 8054, 'offensively': 5524, 'lamentable': 4632, 'nourished': 5448, 'healthier': 3847, 'ingenious': 4277, 'whistled': 9003, 'booths': 1018, 'plastered': 5989, 'taverns': 8099, 'foam': 3269, 'wavelets': 8916, 'river': 6820, 'splashed': 7628, 'noisily': 5415, 'sandy': 6966, 'casting': 1270, 'crests': 1895, 'racing': 6401, 'leaping': 4694, 'impetuously': 4150, 'proximity': 6296, 'random': 6432, 'fetters': 3131, 'ice': 4076, 'drops': 2554, 'elegy': 2685, 'battered': 774, 'misshapen': 5151, 'willow': 9042, 'boat': 990, 'overturned': 5657, 'canoe': 1224, 'keel': 4528, 'rifled': 6796, 'bankrupt': 734, 'barren': 755, 'undryable': 8555, 'eighteen': 2666, 'chattering': 1354, 'warble': 8878, 'crates': 1876, 'crouching': 1924, 'dank': 2011, 'clinging': 1481, 'stooping': 7780, 'trench': 8422, 'embellished': 2705, 'bigger': 901, 'inured': 4388, 'spoiling': 7638, 'physiognomy': 5925, 'adjusted': 233, 'gear': 3496, 'cowered': 1858, 'nodded': 5411, 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'blistered': 959, 'reddish': 6534, 'glistening': 3576, 'cracks': 1866, 'glassy': 3564, 'slime': 7429, 'bloated': 960, 'suggested': 7923, 'fetid': 3130, 'putrefaction': 6348, 'cadaverous': 1189, 'clung': 1509, 'softened': 7505, 'astonished': 614, 'careless': 1247, 'harmless': 3807, 'jest': 4460, 'equable': 2814, 'meanness': 5025, 'jested': 4461, 'thirst': 8210, 'sorrows': 7557, 'dwelt': 2593, 'undiscovered': 8547, 'caressed': 1250, 'patted': 5788, 'bluish': 979, 'tunes': 8472, 'mingled': 5128, 'tympanum': 8498, 'zither': 9205, 'dulcimer': 2579, 'locusts': 4832, 'buzzing': 1178, 'recklessly': 6507, 'nakedness': 5306, 'smilingly': 7457, 'inquirer': 4298, 'lagged': 4624, 'preceded': 6130, 'bluishness': 980, 'corpulence': 1803, 'riveted': 6822, 'coals': 1516, 'murmuring': 5272, 'chord': 1408, 'song': 7541, 'arisen': 522, 'sumptuous': 7934, 'gaudy': 3485, 'fountain': 3350, 'eastern': 2620, 'cloudless': 1502, 'inscrutable': 4308, 'madly': 4917, 'stricken': 7827, 'fade': 3012, 'lasting': 4657, 'colourless': 1548, 'haggard': 3755, 'withering': 9076, 'madness': 4920, 'weariness': 8935, 'vaguely': 8679, 'lassitude': 4654, 'isolated': 4435, 'instruments': 4339, 'airs': 309, 'wonderingly': 9095, 'strings': 7836, 'noises': 5414, 'nearing': 5339, 'stern': 7743, 'splendour': 7632, 'raiment': 6422, 'resplendent': 6720, 'lurked': 4897, 'flamed': 3212, 'lain': 4626, 'measureless': 5032, 'clouded': 1501, 'highway': 3923, '_looked': 70, 'rings': 6808, '_there_': 102, 'kindred': 4559, 'enfolding': 2764, 'abode': 130, 'spouse': 7650, 'cared': 1242, 'roaming': 6828, 'cypress': 1987, 'swung': 8037, 'prowling': 6295, 'dwelling': 2591, 'shunned': 7303, 'leper': 4721, 'bell': 853, 'assented': 590, 'starved': 7709, 'trepidation': 8423, 'unfortunates': 8574, 'pat': 5772, 'ravages': 6455, 'ruins': 6906, 'bleating': 943, 'goats': 3596, 'donned': 2462, 'brilliant': 1099, 'thorns': 8218, 'shreds': 7288, 'mercilessly': 5078, 'scorpions': 7031, 'convulsed': 1775, 'lifting': 4751, 'unafraid': 8513, 'intense': 4352, 'lighten': 4754, 'inquirers': 4299, 'intending': 4351, 'indelibly': 4214, 'imprinted': 4167, 'silhouette': 7334, 'background': 705, 'disk': 2363, 'cinder': 1423, 'furiously': 3431, 'rubs': 6901, 'muzzle': 5293, 'paws': 5805, 'foolishly': 3293, 'ineffaceable': 4247, 'feeds': 3108, 'sneer': 7477, 'basked': 768, 'frightful': 3395, 'snapped': 7471, 'disapprovingly': 2316, 'foolish': 3292, 'madmen': 4919, 'speakers': 7590, 'warriors': 8892, 'clinking': 1483, 'armour': 529, 'jingling': 4472, 'attendants': 638, 'staffs': 7677, 'shadow': 7188, '_all': 38, 'palpable': 5702, 'shadows': 7191, 'universe': 8594, 'dispelled': 2373, 'clothed': 1496, 'boundless': 1042, 'veil_': 8723, '_into': 60, 'particles': 5745, 'unity': 8590, 'lonely_': 4844, 'surrounds': 7986, 'disuniting': 2418, 'particle': 5743, 'particle_': 5744, '_in': 59, 'phantom': 5906, 'palaces': 5694, 'shadow_': 7189, '_there': 101, 'merged': 5082, 'erected': 2823, 'builders': 1130, 'hammers': 3773, 'were_': 8961, 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4758, 'transparency': 8392, 'possess': 6082, 'fringe': 3399, 'tramp': 8376, 'peering': 5827, 'spectacles': 7604, 'sentimental': 7138, 'poetising': 6032, 'cane': 1219, 'paces': 5672, 'drab': 2497, 'haystack': 3834, 'craning': 1873, 'prettily': 6171, 'whitish': 9011, 'protruding': 6282, 'raucous': 6454, 'bustling': 1162, 'rebel': 6489, 'damned': 2001, 'skunk': 7395, 'restrained': 6733, 'decide': 2071, 'thundered': 8263, 'spurs': 7663, 'rode': 6848, 'placing': 5976, 'daintily': 1995, 'minuet': 5130, 'momentary': 5189, 'dispersed': 2377, 'directions': 2302, 'insane': 4304, 'hears': 3855, 'dismounted': 2369, 'sabres': 6929, 'brushing': 1123, 'damn': 2000, 'drowning': 2559, 'scarlet': 7005, 'repulsive': 6686, 'gruesomeness': 3720, 'shrill': 7295, 'reeled': 6545, 'ow': 5662, 'yell': 9172, 'porkling': 6068, 'deafening': 2046, 'mounting': 5240, 'muddy': 5261, 'clanking': 1443, 'clattering': 1453, 'deathly': 2056, 'sweat': 8011, 'aquiver': 499, 'tortured': 8339, 'akin': 314, 'sickness': 7309, 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'chaotic': 1329, 'incongruous': 4205, 'pooled': 6061, 'senator': 7121, 'tatters': 8095, 'waistcoat': 8848, 'opening': 5569, 'leapt': 4695, 'unbalanced': 8515, 'type': 8499, 'indicate': 4221, 'delegates': 2124, 'rostov': 6877, 'odessa': 5515, 'nikolayev': 5397, '_what_': 112, 'electing': 2679, 'deputation': 2178, 'uncertainly': 8521, 'authorised': 667, 'esteemed': 2844, 'connection': 1683, 'waved': 8915, 'helplessly': 3888, '115': 3, 'fahrenheit': 3014, 'expectorated': 2940, 'lately': 4660, 'indications': 4224, 'instigators': 4331, 'organised': 5606, 'dregs': 2527, 'drunkards': 2565, 'tramps': 8379, 'souteneurs': 7574, 'hooligans': 3975, 'slums': 7442, 'protesting': 6279, 'accusation': 189, 'offenders': 5523, 'enemies': 2758, 'wholesale': 9017, 'offence': 5520, 'normal': 5425, 'average': 678, 'basis': 767, 'logic': 4838, 'repent': 6654, 'representatives': 6671, 'slippery': 7434, 'giraldoni': 3547, 'sings': 7355, 'prologue': 6245, '_pagliacci_': 88, 'quench': 6370, 'doubtless': 2480, 'paradox': 5718, 'proudhon': 6284, '_la': 66, 'propriete': 6269, 'est': 2839, 'le': 4685, 'vol_': 8817, 'refuted': 6563, 'bourgeois': 1044, 'priests': 6186, 'accumulates': 184, 'energetic': 2760, 'exploitation': 2960, 'rickety': 6784, 'degenerate': 2116, 'brainless': 1056, 'maggot': 4924, 'parasite': 5722, 'potentially': 6100, 'irrational': 4422, 'proposition': 6267, 'correction': 1807, 'excessive': 2895, 'accumulation': 186, 'values': 8691, 'hardships': 3802, 'abominations': 133, 'arbitrariness': 501, 'negligence': 5358, 'monstrosities': 5199, 'capitalistic': 1230, 'assuredly': 613, 'property': 6263, 'limbo': 4772, 'disappear': 2312, '_les': 69, 'braves': 1066, 'chevaliers': 1380, 'industrie_': 4245, 'tray': 8404, 'bawled': 777, 'philosophical': 5916, 'economic': 2633, 'approaches': 490, 'elements': 2688, 'vocation': 8811, 'ambition': 367, 'science': 7018, 'karamzin': 4523, 'stupendous': 7870, 'fascination': 3062, 'paradoxes': 5719, 'expounding': 2964, 'briefly': 1094, 'visual': 8803, 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4254, '_aplomb_': 41, 'turkey': 8477, 'detestation': 2240, 'vulgarity': 8835, 'apologise': 458, 'digression': 2279, 'orthodox': 5618, 'comprises': 1621, 'hundreds': 4049, 'supple': 7956, 'processes': 6214, 'cleverest': 1474, 'juggler': 4507, 'compass': 1590, 'experiments': 2952, 'demonstrators': 2157, 'photographs': 5919, 'adorn': 245, 'albums': 322, 'detective': 2235, 'inviolable': 4406, 'invest': 4399, 'taboo': 8050, 'sesoi': 7165, 'grinned': 3695, 'eyebrow': 2993, 'nothin': 5439, 'hoarsely': 3946, 'specialty': 7596, 'receptacles': 6502, 'monetary': 5192, 'tokens': 8309, 'avails': 675, 'electric': 2680, 'installation': 4325, 'fusing': 3438, 'metals': 5091, 'demonstrate': 2154, 'items': 4441, 'repertoire': 6656, 'stage': 7678, 'admirable': 234, 'tain': 8063, 'keyhole': 4542, 'imperceptible': 4144, '_mille': 78, 'pardons_': 5728, 'adroitness': 248, 'waddled': 8837, 'grinning': 3696, 'picking': 5932, 'delicacy': 2128, 'diligence': 2281, 'yasha': 9163, 'swarthy': 8008, 'blouse': 973, 'glacé': 3554, 'gipsy': 3546, 'swagger': 8000, 'fingering': 3169, 'screwing': 7046, 'whites': 9008, 'persuasively': 5892, 'experiment': 2951, 'exhibition': 2928, 'beetle': 817, 'amusedly': 386, 'solicitor': 7523, 'figured': 3150, 'yer': 9177, 'halls': 3766, 'watchin': 8905, 'sugary': 7921, 'fluent': 3260, 'toff': 8303, 'gent': 3511, 'im': 4111, 'mostly': 5224, 'ticker': 8269, 'purse': 6336, 'greeny': 3678, 'keeps': 4535, 'monogram': 5194, 'leather': 4701, 'ain': 306, 'barrister': 758, 'dexterous': 2256, 'tie': 8270, 'appropriate': 492, '_gents_': 55, 'peepers': 5825, 'forefinger': 3314, 'pianner': 5927, 'pickpocket': 5934, 'heel': 3875, 'representative': 6670, 'huh': 4027, 'grunted': 3721, 'piping': 5966, 'operatin': 5573, '_mamselle_': 75, 'keepsake': 4536, 'swaggered': 8001, 'collaborator': 1534, 'fairs': 3028, 'steamboats': 7731, 'railways': 6421, 'demonstrations': 2156, 'extremely': 2990, 'affably': 260, 'indiscreet': 4232, 'diamond': 2258, 'banks': 736, 'italian': 4439, 'polish': 6050, 'ukrainian': 8509, 'yiddish': 9181, 'substance': 7895, 'amply': 384, 'associates': 604, 'isaac': 4431, 'confirmed': 1671, 'blond': 963, 'billiard': 905, 'yourselves': 9192, 'patronage': 5787, 'misunderstandings': 5163, 'magazines': 4923, 'verses': 8741, 'penny': 5837, 'advertisement': 256, 'cigarettes': 1421, 'jasmine': 4456, 'slander': 7400, 'accusing': 192, 'concocting': 1646, 'divorce': 2433, 'cabmen': 1188, 'poisonous': 6043, 'disgraceful': 2354, 'vexatious': 8755, 'digestion': 2274, 'slandered': 7401, 'scum': 7052, '_passez': 89, 'moi': 5180, 'mot_': 5225, 'darlings': 2024, 'dissipated': 2394, 'riff': 6794, 'raff': 6409, 'clumsy': 1508, 'drones': 2548, 'commit': 1572, 'unskilful': 8624, 'prostitute': 6274, 'mackerel': 4911, 'excrements': 2911, 'pests': 5894, 'beauties': 797, 'jackals': 4450, 'lion': 4789, 'thirds': 8209, 'receivers': 6497, 'discount': 2336, 'subsidies': 7894, 'incorruptible': 4207, 'parasites': 5723, 'accident': 170, 'hearsay': 3856, 'casual': 1272, '_motients_': 81, 'corruption': 1813, '_moitié_': 79, 'etymology': 2854, 'runs': 6917, 'dollar': 2451, 'detest': 2239, 'reptiles': 6683, 'stigma': 7754, 'ignominy': 4094, 'application': 476, 'unexpectedness': 8565, 'systematic': 8047, 'leader': 4687, 'inevitably': 4250, 'arouse': 534, 'outward': 5642, 'wrappings': 9131, 'roqueambole': 6874, 'bleed': 945, 'cossack': 1814, 'whips': 8992, 'trodden': 8441, 'liberation': 4735, 'thrill': 8243, 'pogroms': 6036, 'dastardly': 2028, 'ignominious': 4093, 'failure': 3019, 'fortress': 3341, 'deceiving': 2067, 'unapproachable': 8514, 'diverts': 2425, 'diabolical': 2257, 'invents': 4398, 'titanic': 8291, 'lettings': 4728, 'cannibal': 1220, 'convulsions': 1776, 'bureaucracy': 1142, 'imaginatively': 4117, 'bloodthirsty': 967, 'deity': 2119, 'voracious': 8828, 'spider': 7615, 'cuttlefish': 1985, 'shoot': 7260, 'dismembered': 2366, 'final': 3159, 'clawing': 1455, 'tentacles': 8143, 'push': 6341, 'markets': 4974, 'doss': 2472, 'organise': 5605, 'massacres': 4994, 'concealment': 1630, 'extorted': 2982, 'avail': 673, 'chambers': 1319, 'ox': 5668, 'rubber': 6895, 'extort': 2981, 'gaolers': 3470, 'detectives': 2236, 'lungs': 4894, 'judas': 4499, 'stabs': 7675, 'inflicts': 4267, 'threats': 8237, 'mercenary': 5073, 'murderers': 5268, 'brethren': 1083, 'accomplices': 176, 'jewish': 4468, 'moldavanka': 5185, 'poker': 6045, 'defended': 2108, 'horde': 3985, 'martin': 4985, 'miner': 5126, 'jewess': 4467, 'pursued': 6338, '_canaille_': 47, 'crowbar': 1926, 'smashed': 7449, 'splintered': 7634, 'rib': 6778, 'impotence': 4164, 'origin': 5609, 'vermin': 8737, 'governed': 3627, 'merited': 5084, 'barricades': 757, 'inveterate': 4404, 'revulsion': 6771, 'victim': 8765, 'barricade': 756, 'elegantly': 2684, 'spotless': 7648, 'cherubim': 1378, 'rob': 6835, 'doves': 2483, 'sporting': 7645, 'whiter': 9007, 'newspaper': 5383, 'slanders': 7402, 'stain': 7681, 'joined': 4479, 'undertone': 8545, 'magistrates': 4926, 'sessions': 7166, 'grievous': 3689, 'charge': 1336, 'masculine': 4991, 'rack': 6402, 'peg': 5828, 'jauntily': 4457, 'flattened': 3222, 'misunderstanding': 5162, 'exchanged': 2897, 'yours': 9190, 'pardons': 5727, 'file': 3152, 'txt': 8497, 'zip': 9204, 'files': 3154, 'formats': 3332, 'http': 4023, 'editions': 2647, 'renamed': 6636, 'creating': 1885, 'print': 6195, 'owns': 5667, 'states': 7714, 'copyright': 1792, 'distribute': 2409, 'royalties': 6892, 'distributing': 2411, 'tm': 8298, 'electronic': 2681, 'concept': 1635, 'trademark': 8365, 'registered': 6573, 'ebooks': 2629, 'unless': 8598, 'specific': 7598, 'complying': 1615, 'derivative': 2181, 'performances': 5856, 'research': 6696, 'modified': 5178, 'practically': 6115, 'redistribution': 6538, 'promoting': 6254, 'distribution': 2412, 'comply': 1614, 'available': 674, 'redistributing': 6537, 'fee': 3103, 'obtaining': 5494, 'access': 167, 'refund': 6559, 'entity': 2803, 'paragraph': 5720, 'archive': 505, 'pglaf': 5904, 'performing': 5858, 'displaying': 2381, 'based': 763, 'references': 6546, 'sharing': 7212, 'compliance': 1609, 'format': 3331, 'govern': 3626, 'downloading': 2488, 'representations': 6669, 'status': 7719, 'links': 4788, 'immediate': 4127, 'prominently': 6249, 'accessed': 168, 'viewed': 8771, 'contain': 1728, 'holder': 3948, 'fees': 3113, 'charges': 1338, 'providing': 6289, 'paragraphs': 5721, 'additional': 224, 'linked': 4787, 'unlink': 8601, 'detach': 2228, 'containing': 1730, 'redistribute': 6536, 'binary': 907, 'nonproprietary': 5420, 'proprietary': 6268, 'processing': 6215, 'hypertext': 4073, 'provide': 6287, 'vanilla': 8694, 'ascii': 567, 'version': 8743, 'web': 8941, 'site': 7369, 'user': 8664, 'exporting': 2961, 'alternate': 357, 'include': 4194, 'specified': 7599, 'viewing': 8772, 'royalty': 6893, '20': 17, 'gross': 3706, 'profits': 6232, 'derive': 2182, 'method': 5092, 'calculate': 1192, 'applicable': 475, 'taxes': 8102, 'owed': 5663, 'donate': 2458, 'payments': 5808, '60': 29, 'prepare': 6145, 'legally': 4712, 'required': 6693, 'periodic': 5863, 'returns': 6747, 'donations': 2460, 'notifies': 5444, '30': 23, 'require': 6692, 'medium': 5044, 'discontinue': 2335, 'replacement': 6660, 'defect': 2104, '90': 35, 'michael': 5095, 'hart': 3813, 'contact': 1726, 'volunteers': 8825, 'employees': 2727, 'expend': 2944, 'identify': 4085, 'transcribe': 8383, 'proofread': 6259, 'stored': 7783, 'limited': 4777, 'incomplete': 4202, 'inaccurate': 4179, 'corrupt': 1812, 'data': 2029, 'transcription': 8384, 'infringement': 4275, 'defective': 2105, 'computer': 1623, 'virus': 8791, 'codes': 1524, 'damage': 1997, 'equipment': 2820, 'warranty': 8890, 'disclaimer': 2327, 'disclaim': 2326, 'liability': 4732, 'costs': 1817, 'remedies': 6620, 'breach': 1067, 'contract': 1747, 'f3': 2997, 'distributor': 2413, 'liable': 4733, 'indirect': 4230, 'consequential': 1698, 'punitive': 6318, 'possibility': 6087, 'elect': 2678, 'lieu': 4746, 'electronically': 2682, 'opportunities': 5580, 'warranties': 8889, 'express': 2965, 'implied': 4152, 'merchantibility': 5075, 'fitness': 3197, 'disclaimers': 2328, 'exclusion': 2909, 'limitation': 4776, 'violates': 8783, 'interpreted': 4371, 'maximum': 5012, 'invalidity': 4390, 'unenforceability': 8561, 'provision': 6292, 'provisions': 6293, 'indemnity': 4216, 'indemnify': 4215, 'agent': 281, 'employee': 2726, 'production': 6224, 'promotion': 6255, 'arise': 521, 'indirectly': 4231, 'alteration': 355, 'modification': 5177, 'additions': 225, 'deletions': 2125, 'synonymous': 8043, 'readable': 6467, 'widest': 9028, 'variety': 8708, 'computers': 1624, 'financial': 3161, 'goals': 3594, 'ensuring': 2789, '2001': 18, 'sections': 7085, 'org': 5601, 'profit': 6230, '501': 27, 'educational': 2652, 'corporation': 1801, 'organized': 5607, 'mississippi': 5153, 'granted': 3651, 'exempt': 2922, 'revenue': 6753, 'ein': 2668, 'federal': 3099, 'identification': 4084, '64': 31, '6221541': 30, 'fundraising': 3425, 'deductible': 2091, '4557': 25, 'melan': 5051, 'dr': 2496, 'fairbanks': 3025, 'ak': 310, '99712': 36, 'locations': 4828, '809': 33, '1500': 7, 'salt': 6957, 'lake': 4627, 'ut': 8668, '84116': 34, '801': 32, '596': 28, 'email': 2697, 'gregory': 3682, 'newby': 5378, 'executive': 2919, 'gbnewby': 3495, 'survive': 7988, 'increasing': 4210, 'licensed': 4740, 'machine': 4909, 'array': 540, 'outdated': 5630, '000': 0, 'maintaining': 4938, 'irs': 4429, 'regulating': 6578, 'charities': 1341, 'charitable': 1340, '50': 26, 'paperwork': 5715, 'solicit': 7521, 'confirmation': 1670, 'determine': 2237, 'solicitation': 7522, 'prohibition': 6242, 'unsolicited': 8625, 'donors': 2463, 'offers': 5529, 'international': 4370, 'gratefully': 3659, 'statements': 7713, 'swamp': 8004, 'donation': 2459, 'methods': 5093, 'addresses': 228, 'checks': 1359, 'credit': 1890, 'professor': 6228, 'originator': 5612, 'library': 4738, 'volunteer': 8824, 'edition': 2646, 'pg': 5903, 'facility': 3005, 'includes': 4196, 'subscribe': 7890, 'newsletter': 5382}
    (6348, 9208)
    <class 'scipy.sparse.csr.csr_matrix'>
    [[0 0 0 ... 0 0 0]
     [0 0 1 ... 0 0 0]
     [0 0 0 ... 0 0 0]
     ...
     [0 0 0 ... 0 0 0]
     [0 0 0 ... 0 0 0]
     [0 0 0 ... 0 0 0]]

Above, We can see that what's tokanized using the ```vectorizer.vocabulary_```

```
print(vectorizer.vocabulary_)
```

    {'the': 8170, 'project': 6243, 'gutenberg': 3742, 'ebook': 2628, 'of': 5518, 'best': 880, 'russian': 6921, 'short': 7267, 'stories': 7785, 'by': 1179, 'various': 8709, 'this': 8213, 'is': 4430, 'for': 3303, 'use': 8660, 'anyone': 445, 'anywhere': 449, 'at': 618, 'no': 5406, 'cost': 1815, 'and': 396, 'with': 9073, 'almost': 344, 'restrictions': 6735, 'whatsoever': 8969, 'you': 9184, 'may': 5013, 'copy': 1790, 'it': 4438, 'give': 3550, 'away': 690, 'or': 5588, 're': 6461, 'under': 8532, 'terms': 8148, 'license': 4739, 'included': 4195, 'online': 5562, 'www': 9159, 'net': 5371, 'title': 8293, 'author': 666, 'release': 6599, 'date': 2030, 'september': 7143, '11': 2, '2004': 19, '13437': 5, 'last': 4655, 'updated': 8647, 'july': 4512, '27': 22, '2015': 20, 'language': 4641, 'english': 2771, 'start': 7705, 'produced': 6222, 'david': 2033, 'starner': 7702, 'keith': 4537, 'eckrich': 2632, 'distributed': 2410, 'proofreaders': 6260, 'team': 8108, 'illustration': 4108, 'anton': 438, 'chekhov': 1370, 'russia': 6920, 'greatest': 3670, 'story': 7789, 'writer': 9146, 'compiled': 1598, 'edited': 2645, 'thomas': 8216, 'seltzer': 7113, 'contents': 1740, 'introduction': 4387, 'queen': 6368, 'spades': 7580, '_a': 37, 'pushkin_': 6344, 'cloak': 1484, '_n': 83, 'gogol_': 3607, 'district': 2414, 'doctor': 2438, '_i': 57, 'turgenev_': 8476, 'christmas': 1415, 'tree': 8412, 'wedding': 8942, '_f': 51, 'dostoyevsky_': 2474, 'god': 3597, 'sees': 7103, 'truth': 8460, 'but': 1164, 'waits': 8852, '_l': 64, 'tolstoy_': 8313, 'how': 4017, 'muzhik': 5291, 'fed': 3098, 'two': 8496, 'officials': 5534, '_m': 72, 'saltykov_': 6959, 'shades': 7187, 'phantasy': 5905, '_v': 108, 'korolenko_': 4600, 'signal': 7323, 'garshin_': 3479, 'darling': 2022, 'chekhov_': 1371, 'bet': 884, 'vanka': 8698, 'hide': 3915, 'seek': 7095, 'sologub_': 7528, 'dethroned': 2241, 'potapenko_': 6097, 'servant': 7158, '_s': 96, 'semyonov_': 7118, 'one': 5559, 'autumn': 671, 'night': 5393, 'gorky_': 3621, 'her': 3894, 'lover': 4873, 'lazarus': 4682, 'andreyev_': 399, 'revolutionist': 6766, 'artzybashev_': 561, 'outrage': 5635, 'kuprin_': 4604, 'conceive': 1632, 'joy': 4494, 'nature': 5326, 'who': 9013, 'leaving': 4704, 'art': 551, 'galleries': 3452, 'wanders': 8872, 'out': 5627, 'among': 377, 'trees': 8413, 'wild': 9035, 'flowers': 3257, 'birds': 911, 'that': 8165, 'pictures': 5938, 'have': 3830, 'sentimentalised': 7139, 'some': 7532, 'such': 7904, 'man': 4955, 'truly': 8453, 'loves': 4875, 'noblest': 5408, 'in': 4177, 'letters': 4726, 'feels': 3112, 'when': 8974, 'tasting': 8093, 'first': 3189, 'time': 8278, 'simple': 7343, 'delights': 2136, 'literature': 4803, 'french': 3375, 'german': 3526, 'authors': 670, 'too': 8320, 'occasionally': 5500, 'offer': 5525, 'works': 9109, 'lofty': 4837, 'naturalness': 5325, 'very': 8746, 'keynote': 4543, 'to': 8299, 'whole': 9015, 'simplicity': 7345, 'veraciousness': 8734, 'another': 426, 'essentially': 2838, 'trait': 8375, 'quite': 6394, 'unaffected': 8512, 'conception': 1636, 'lowly': 4881, 'are': 510, 'on': 5557, 'plane': 5981, 'equality': 2816, 'so': 7490, 'called': 1200, 'upper': 8650, 'classes': 1449, 'englishman': 2772, 'dickens': 2259, 'wrote': 9154, 'his': 3933, 'profound': 6233, 'pity': 5972, 'understanding': 8539, 'poor': 6062, 'there': 8186, 'was': 8894, 'yet': 9180, 'bit': 914, 'remoteness': 6631, 'perhaps': 5859, 'even': 2860, 'caricature': 1252, 'treatment': 8411, 'them': 8179, 'he': 3836, 'showed': 7284, 'their': 8178, 'sufferings': 7913, 'rest': 6725, 'world': 9111, 'behold': 842, 'other': 5619, 'half': 3762, 'lives': 4810, 'writes': 9148, 'as': 562, 'were': 8960, 'from': 3403, 'within': 9077, 'eye': 2992, 'theatrical': 8173, 'effect': 2654, 'upon': 8649, 'well': 8956, 'do': 2436, 'insistence': 4316, 'peculiar': 5818, 'virtues': 8790, 'vices': 8760, 'portrayed': 6077, 'just': 4517, 'they': 8194, 'human': 4030, 'beings': 845, 'like': 4762, 'us': 8659, 'democratic': 2151, 'spirit': 7621, 'reflected': 6550, 'breathing': 1078, 'broad': 1106, 'humanity': 4035, 'true': 8452, 'universality': 8592, 'an': 390, 'unstudied': 8628, 'generosity': 3503, 'proceed': 6210, 'not': 5434, 'intellectual': 4346, 'conviction': 1769, 'understand': 8538, 'all': 334, 'forgive': 3325, 'instinctive': 4333, 'feeling': 3110, 'has': 3814, 'right': 6798, 'set': 7167, 'himself': 3927, 'up': 8644, 'judge': 4501, 'over': 5644, 'can': 1213, 'only': 5563, 'observe': 5486, 'record': 6524, '1834': 10, 'appeared': 467, '_the': 100, 'spades_': 7581, 'pushkin': 6343, 'cloak_': 1485, 'gogol': 3606, 'finishing': 3173, 'off': 5519, 'old': 5540, 'outgoing': 5632, 'style': 7876, 'romanticism': 6861, 'beginning': 832, 'new': 5377, 'characteristically': 1334, 'we': 8926, 'read': 6466, '_queen': 93, 'volume': 8821, 'likelihood': 4764, 'shall': 7199, 'enjoy': 2777, 'greatly': 3671, 'why': 9022, 'ask': 572, 'answer': 427, 'might': 5105, 'been': 814, 'printed': 6196, 'american': 370, 'magazine': 4921, 'name': 5307, 'john': 4477, 'brown': 1118, 'now': 5453, 'take': 8064, 'next': 5385, 'ah': 298, 'exclaim': 2903, 'genuine': 3522, 'surely': 7970, 'cannot': 1223, 'palm': 5700, 'me': 5018, 'jones': 4487, 'smith': 7459, 'because': 803, 'strikes': 7834, 'note': 5436, 'deep': 2097, 'sympathy': 8041, 'disinherited': 2360, 'wholly': 9019, 'free': 3369, 'artificiality': 553, 'typical': 8501, 'purely': 6328, 'realistic': 6479, 'fiction': 3137, 'reached': 6463, 'its': 4442, 'perfected': 5852, 'development': 2244, 'turgenev': 8475, 'tolstoy': 8312, 'though': 8223, 'heads': 3844, 'list': 4794, 'those': 8221, 'writers': 9147, 'made': 4915, 'country': 1839, 'famous': 3045, 'still': 7755, 'romanticist': 6862, 'universal': 8591, 'literary': 4802, 'fashion': 3063, 'day': 2035, 'however': 4019, 'already': 351, 'gave': 3488, 'strong': 7845, 'indication': 4223, 'peculiarly': 5820, 'genius': 3508, 'realism': 6478, 'sense': 7127, 'innovator': 4295, 'taking': 8067, 'cue': 1944, 'poetry': 6033, 'byron': 1181, 'prose': 6272, 'current': 1962, 'period': 5862, 'advance': 249, 'age': 279, 'had': 3750, 'revolutionary': 6765, 'streak': 7810, '_ode': 84, 'liberty_': 4737, 'bits': 918, 'verse': 8740, 'intimacy': 4375, 'decembrist': 2068, 'rebels': 6490, 'show': 7283, 'youthful': 9194, 'fire': 3178, 'soon': 7546, 'died': 2265, 'down': 2485, 'found': 3348, 'possible': 6088, 'accommodate': 173, 'life': 4747, 'high': 3919, 'functionary': 3424, 'courtier': 1848, 'severe': 7178, 'despot': 2217, 'nicholas': 5390, 'be': 779, 'sure': 7969, 'always': 360, 'hated': 3823, 'flirting': 3238, 'revolutionarism': 6764, 'never': 5374, 'displayed': 2380, 'great': 3668, 'originality': 5611, 'depth': 2176, 'thought': 8224, 'simply': 7346, 'extraordinarily': 2985, 'gifted': 3541, 'perfect': 5851, 'versifier': 8742, 'wondrous': 9096, 'lyrist': 4907, 'delicious': 2130, 'raconteur': 6405, 'endowed': 2752, 'grace': 3635, 'ease': 2615, 'power': 6110, 'expression': 2969, 'delighted': 2133, 'exacting': 2876, 'artistic': 555, 'him': 3926, 'aptly': 497, 'applies': 478, 'dictum': 2261, 'socrates': 7500, 'wisdom': 9063, 'poets': 6034, 'write': 9145, 'sort': 7559, 'inspiration': 4322, 'mean': 5023, 'convey': 1765, 'thinker': 8203, 'despised': 2215, 'nevertheless': 5375, 'would': 9125, 'occupy': 5506, 'lower': 4878, 'position': 6078, 'did': 2262, 'reputation': 6687, 'depend': 2167, 'contributions': 1753, 'value': 8689, 'artist': 554, 'descended': 2187, '_cloak_': 48, 'said': 6944, 'dostoyevsky': 2473, 'novel': 5449, '_poor': 91, 'people_': 5844, 'which': 8984, 'ten': 8135, 'years': 9169, 'later': 4662, 'way': 8924, 'merely': 5081, 'extension': 2974, 'shorter': 7269, 'tale': 8068, 'indeed': 4212, 'passion': 5765, 'common': 1576, 'people': 5843, 'embracing': 2709, 'penetrating': 5834, 'suffering': 7912, 'reach': 6462, 'climax': 1477, 'psychologist': 6298, 'delved': 2144, 'deeply': 2100, 'into': 4378, 'soul': 7563, 'especially': 2834, 'abnormal': 128, 'diseased': 2350, 'aspects': 580, 'between': 892, 'scenes': 7010, 'heart': 3857, 'rending': 6640, 'abject': 125, 'poverty': 6108, 'injustice': 4288, 'wrong': 9152, 'torments': 8334, 'mental': 5068, 'pathology': 5782, 'managed': 4957, 'exhaust': 2924, 'range': 6434, 'woe': 9083, 'analysed': 391, 'misery': 5147, 'intensity': 4354, 'painstaking': 5687, 'regard': 6565, 'most': 5223, 'harrowing': 3812, 'details': 2231, 'upsetting': 8653, 'normally': 5426, 'constituted': 1717, 'nerves': 5366, 'horrors': 3994, 'must': 5281, 'forgiven': 3326, 'motive': 5231, 'inspiring': 4324, 'overpowering': 5650, 'love': 4869, 'desire': 2202, 'induce': 4240, 'equal': 2815, 'others': 5620, 'horror': 3993, 'sake': 6949, '_tour': 106, 'de': 2040, 'force_': 3307, 'poe': 6029, 'purpose': 6333, 'purification': 6329, 'through': 8252, 'articles': 552, 'faith': 3029, 'following': 3283, 'corollary': 1800, 'mankind': 4960, 'make': 4944, 'leading': 4688, 'element': 2686, 'passionate': 5766, 'search': 7061, 'means': 5026, 'improving': 4170, 'lot': 4864, 'fervent': 3123, 'attachment': 627, 'social': 7497, 'ideas': 4083, 'ideals': 4082, 'more': 5212, 'ardently': 507, 'devoted': 2251, 'cause': 1285, 'than': 8160, 'plot': 6016, 'turn': 8480, 'reflection': 6552, 'intellectuals': 4347, 'russians': 6922, 'seriously': 7152, 'any': 442, 'nation': 5320, 'books': 1011, 'mere': 5080, 'diversion': 2422, 'demand': 2145, 'mirror': 5141, 'service': 7163, 'achieve': 199, 'highest': 3921, 'recognition': 6514, 'also': 352, 'need': 5349, 'necessarily': 5344, 'finished': 3172, 'everything': 2869, 'subordinated': 7888, 'main': 4936, 'requirements': 6694, 'humanitarian': 4034, 'fidelity': 3139, 'secret': 7079, 'marvellous': 4989, 'before': 822, 'supreme': 7966, 'function': 3423, 'stands': 7696, 'awed': 692, 'humbled': 4037, 'knows': 4592, 'cover': 1850, 'lack': 4614, 'sincerity': 7351, 'rhetorical': 6774, 'tricks': 8426, 'verbal': 8735, 'cleverness': 1475, 'if': 4091, 'possesses': 6084, 'essential': 2837, 'simplest': 7344, 'will': 9037, 'suffice': 7915, 'these': 8192, 'qualities': 6357, 'exemplified': 2921, 'both': 1032, 'consciousness': 1694, 'grappled': 3652, 'problems': 6208, 'welfare': 8955, 'artists': 558, 'larger': 4648, 'truthful': 8461, 'representation': 6668, 'narrower': 5316, 'keen': 4530, 'appreciation': 485, 'form': 3329, 'thoroughly': 8220, 'occidental': 5502, 'tastes': 8092, 'sought': 7562, 'regeneration': 6567, 'radical': 6408, 'progress': 6238, 'along': 347, 'lines': 4783, 'european': 2855, 'democracy': 2150, 'hand': 3774, 'salvation': 6961, 'return': 6744, 'primitive': 6188, 'christian': 1413, 'religion': 6605, 'work': 9104, 'importance': 4157, 'sportsman': 7646, 'sketches_': 7384, 'dealt': 2049, 'question': 6375, 'serfdom': 7148, 'wielded': 9031, 'tremendous': 8419, 'influence': 4268, 'bringing': 1102, 'about': 135, 'abolition': 132, 'every': 2867, 'succeeding': 7899, 'book': 1010, '_rudin_': 95, '_fathers': 52, 'sons_': 7545, '_virgin': 110, 'soil_': 7509, 'presented': 6153, 'vivid': 8807, 'contemporary': 1733, 'society': 7498, 'clash': 1445, 'generations': 3502, 'struggles': 7852, 'aspirations': 582, 'thoughts': 8229, 'engrossed': 2773, 'advanced': 250, 'youth': 9193, 'collected': 1540, 'remarkable': 6616, 'successive': 7902, 'movements': 5253, 'preparation': 6143, 'fraught': 3366, 'epochal': 2813, 'significance': 7327, 'culminated': 1946, 'overthrow': 5654, 'czarism': 1989, 'inauguration': 4182, 'marking': 4975, 'transformation': 8386, 'estimate': 2846, 'second': 7075, 'shakespeare': 7195, 'flaubert': 3224, 'enthusiastic': 2799, 'outburst': 5628, 'frenchman': 3376, 'comparison': 1588, 'illuminating': 4104, 'point': 6038, 'resemblance': 6697, 'magnitude': 4931, 'each': 2597, 'colossus': 1545, 'creates': 1884, 'characters': 1335, 'kings': 4563, 'princes': 6190, 'ladies': 4620, 'servants': 7159, 'maids': 4933, 'peasants': 5817, 'vastly': 8715, 'divergent': 2421, 'angle': 408, 'approach': 488, 'anna': 418, 'karenina': 4524, 'subtle': 7897, 'womanly': 9087, 'charm': 1343, 'olivia': 5546, 'portia': 6073, 'different': 2268, 'trials': 8425, 'could': 1825, 'treated': 8408, 'pages': 5678, 'except': 2892, 'sinning': 7361, 'gertrude': 3528, 'mother': 5226, 'hamlet': 3771, 'prejudices': 6139, 'accepted': 165, 'absurd': 155, 'moralities': 5210, 'conventions': 1758, 'institutions': 4335, 'gravedigger': 3666, 'naturally': 5324, 'inferior': 4258, 'lord': 4858, 'come': 1552, 'clown': 1504, 'mob': 5169, 'rabble': 6399, 'iconoclast': 4079, 'completest': 1606, 'independence': 4217, 'mind': 5121, 'utterly': 8674, 'refuses': 6562, 'accept': 164, 'established': 2840, 'opinions': 5577, 'probes': 6205, 'things': 8201, 'generous': 3504, 'comprehensive': 1619, 'absolute': 147, 'incapacity': 4184, 'evaluate': 2857, 'according': 181, 'station': 7715, 'rank': 6435, 'profession': 6226, 'standard': 7694, 'spiritual': 7624, 'worth': 9121, 'complete': 1604, 'contrast': 1752, 'men': 5064, 'creature': 1888, 'higher': 3920, 'possessed': 6083, 'supernatural': 7953, 'endowments': 2753, 'omniscience': 5556, 'insight': 4311, 'hiddenmost': 3914, 'springs': 7658, 'actions': 213, 'appear': 464, 'miraculous': 5137, 'makes': 4946, 'impression': 4166, 'detachment': 2230, 'reveal': 6748, 'while': 8985, 'greatness': 3672, 'blends': 947, 'oracle': 5589, 'uttering': 8673, 'profundities': 6236, 'wot': 9124, 'religious': 6607, 'moral': 5209, 'tracts': 8363, 'latter': 4667, 'instinct': 4332, 'beauty': 800, 'divest': 2426, 'sermons': 7155, 'earlier': 2604, 'novels': 5451, 'concern': 1637, 'bigness': 902, 'prince': 6189, 'pauper': 5796, 'alike': 331, 'extravagant': 2988, 'praise': 6119, 'then': 8182, 'let': 4724, 'echo': 2630, 'william': 9039, 'dean': 2050, 'howells': 4018, 'know': 4587, 'speak': 7589, 'measured': 5031, 'far': 3054, 'considered': 1705, 'valuable': 8688, 'exception': 2893, 'whose': 9021, 'rests': 6736, 'chiefly': 1385, 'generally': 3498, 'field': 3140, 'long': 4845, 'pre': 6127, 'eminence': 2715, 'otherwise': 5621, 'since': 7349, 'young': 9185, 'until': 8633, 'counted': 1831, 'therefore': 8189, 'gain': 3445, 'distinction': 2399, 'measure': 5030, 'success': 7900, 'better': 891, 'testimony': 8158, 'words': 9102, 'matthew': 5008, 'arnold': 531, 'critic': 1908, 'certainly': 1306, 'given': 3551, 'overstatement': 5651, '1887': 14, 'vogue': 8813, 'deserves': 2198, 'novelist': 5450, 'master': 4997, 'spell': 7609, 'what': 8967, 'external': 2977, 'internal': 4369, 'gesture': 3530, 'manner': 4962, 'less': 4722, 'willingly': 9041, 'themselves': 8181, 'known': 4591, 'imaginative': 4116, 'our': 5625, 'popular': 6063, 'present': 6152, 'moment': 5187, 'seem': 7098, 'hold': 3947, 'strict': 7828, 'censorship': 1297, 'imposed': 4160, 'many': 4966, 'contented': 1737, 'expressing': 2968, 'essays': 2836, 'driven': 2544, 'conceal': 1627, 'meaning': 5024, 'guise': 3733, 'satire': 6977, 'allegory': 336, 'rise': 6812, 'genre': 3510, 'editorial': 2649, 'essay': 2835, 'done': 2461, 'satirist': 6978, 'saltykov': 6958, 'pseudonym': 6297, 'shchedrin': 7221, 'achieved': 200, 'popularity': 6064, 'concluding': 1642, 'quarter': 6363, 'century': 1303, 'korolenko': 4599, 'garshin': 3478, 'arose': 532, 'cultivation': 1949, 'assumed': 607, 'alongside': 348, 'masters': 4999, 'gorky': 3620, 'andreyev': 398, 'same': 6962, 'active': 214, 'decade': 2060, 'nineteenth': 5401, 'temporary': 8131, 'defeat': 2103, '1906': 16, 'rendered': 6638, 'series': 7150, 'voice': 8814, 'sprung': 7661, 'embodiment': 2706, 'accumulated': 183, 'wrath': 9133, 'indignation': 4229, 'centuries': 1302, 'oppression': 5586, 'gentlemanly': 3516, 'tones': 8317, 'cultured': 1951, 'mighty': 5106, 'hammer': 3772, 'blows': 977, 'fell': 3115, 'decaying': 2062, 'fabric': 2999, 'longer': 4847, 'feeble': 3104, 'despairing': 2208, 'protest': 6278, 'strength': 7817, 'confidence': 1664, 'victory': 8768, 'onslaught': 5564, 'shook': 7259, 'tumbled': 8470, 'reaction': 6465, 'celebrated': 1294, 'lived': 4806, 'triumph': 8438, 'gloom': 3580, 'settled': 7171, 'again': 276, 'co': 1512, 'fighters': 3148, 'withdrew': 9075, 'battle': 775, 'despair': 2207, 'returning': 6746, 'mood': 5206, 'hopelessness': 3982, 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3009, 'conditions': 1654, 'situations': 7373, 'reproduction': 6682, 'scrupulously': 7048, 'inexorable': 4251, 'without': 9078, 'obtruding': 5496, 'personality': 5884, 'somehow': 7534, 'manages': 4959, 'laugh': 4668, 'cry': 1937, 'shed': 7225, 'tear': 8109, 'horrified': 3992, 'contrives': 1754, 'feel': 3109, 'nearness': 5341, 'objectiveness': 5475, 'defies': 2111, 'analysis': 392, 'constitutes': 1718, 'charms': 1346, 'astounding': 617, 'resourcefulness': 6714, 'versatility': 8739, 'monotony': 5197, 'repetition': 6657, 'neither': 5363, 'incident': 4188, 'nor': 5424, 'knowledge': 4590, 'unlimited': 8600, 'idea': 4081, 'consider': 1701, 'sufficient': 7918, 'expand': 2933, 'disposes': 2385, 'example': 2884, '_vanka_': 109, 'apparently': 460, 'episode': 2812, 'childhood': 1388, 'nine': 5399, 'year': 9166, 'boy': 1051, 'really': 6481, 'tragedy': 8369, 'tempting': 8134, 'glimpses': 3573, 'past': 5769, 'environment': 2810, 'ominous': 5553, 'forebodings': 3312, 'future': 3441, 'contracted': 1748, 'space': 7577, 'five': 3201, 'lavish': 4674, 'inventiveness': 4397, 'effort': 2657, 'invent': 4393, 'used': 8661, 'word': 9101, 'expresses': 2967, 'lamely': 4630, 'faculty': 3011, 'distinguishes': 2403, 'reveals': 6750, 'revealed': 6749, 'special': 7593, 'organ': 5602, 'enabled': 2736, 'see': 7092, 'hear': 3851, 'mortals': 5221, 'dream': 2519, 'existence': 2931, 'lays': 4681, 'bare': 747, 'fictitious': 3138, 'invented': 4394, 'real': 6473, 'ordinary': 5600, 'familiar': 3041, 'playing': 6001, 'conceivable': 1631, 'objects': 5476, 'emotions': 2719, 'matter': 5006, 'microscopic': 5099, 'endows': 2754, 'virtue': 8789, 'steppe_': 7739, 'uneventful': 8562, 'travelling': 8400, 'after': 273, 'flat': 3221, 'monotonous': 5196, 'fields': 3141, 'becomes': 805, 'dramatic': 2504, 'interest': 4361, '125': 4, 'attribute': 652, 'follow': 3281, 'breathless': 1079, 'suspense': 7993, 'minute': 5132, 'description': 2191, 'declining': 2085, 'days': 2037, 'scientist': 7021, 'physical': 5922, 'faculties': 3010, 'gradually': 3639, 'ebbing': 2627, 'tiresome': 8290, 'story_': 7790, 'calls': 1203, 'vitality': 8804, 'conjured': 1680, 'magic': 4925, 'touch': 8345, 'strange': 7799, 'divination': 2428, 'term': 8147, 'invention': 4396, 'divines': 2430, 'impulses': 4176, 'scents': 7011, 'buried': 1144, 'subconscious': 7880, 'brings': 1103, 'surface': 7972, 'specialists': 7594, 'certain': 1305, 'strata': 7805, 'venture': 8732, 'beyond': 896, 'step': 7736, 'uncertain': 8520, 'material': 5003, 'delimited': 2137, 'equally': 2817, 'home': 3959, 'everywhere': 2870, 'labourer': 4610, 'merchant': 5074, 'priest': 6185, 'professional': 6227, 'scholar': 7014, 'military': 5112, 'officer': 5531, 'government': 3630, 'gentile': 3512, 'jew': 4465, 'woman': 9086, 'child': 1387, 'intimate': 4376, 'sharply': 7217, 'defined': 2112, 'individuals': 4239, 'types': 8500, 'women': 9088, 'children': 1390, 'play': 5996, 'part': 5736, 'clear': 1462, 'distinct': 2398, 'personalities': 5883, 'ariadne': 519, 'lilly': 4770, 'heroine': 3905, 'sudermann': 7908, '_song': 98, 'songs_': 7543, '_ariadne_': 42, 'single': 7354, 'darling_': 2023, 'ever': 2866, 'forget': 3323, 'separate': 7140, 'own': 5665, 'felt': 3118, 'feelings': 3111, 'spoke': 7641, 'she': 7223, 'loved': 4870, 'crushed': 1936, 'care': 1241, 'sank': 6969, 'sunk': 7941, 'husbands': 4067, 'became': 802, 'happy': 3796, 'compilation': 1597, 'guided': 3729, 'largest': 4649, 'prominent': 6248, 'specimens': 7600, 'characteristic': 1333, 'instances': 4327, 'case': 1265, 'selection': 7110, 'view': 8770, 'intrinsic': 4384, 'merit': 5083, 'rather': 6449, 'typifying': 8502, 'course': 1844, 'impossible': 4163, 'my': 5294, 'anthology': 434, 'gives': 3552, 'notion': 5445, 'achievement': 201, 'good': 3613, 'reading': 6471, 'reason': 6482, 'doubt': 2479, 'get': 3532, 'pleasure': 6012, 'addition': 223, 'prove': 6286, 'assistance': 598, 'students': 7858, 'task': 8087, 'doubly': 2478, '_shades_': 97, '_lazarus_': 68, '_current': 50, 'opinion_': 5576, 'revolutionist_': 6767, '_metropolitan': 76, 'magazine_': 4922, 'thanking': 8163, 'mr': 5255, 'edward': 2653, 'wheeler': 8972, 'editor': 2648, 'carl': 1254, 'hovey': 4016, 'permission': 5870, 'reprint': 6676, 'signature': 7324, 'alexsandr': 328, 'card': 1239, 'party': 5756, 'rooms': 6870, 'narumov': 5317, 'horse': 3995, 'guards': 3724, 'winter': 9060, 'passed': 5761, 'imperceptibly': 4145, 'clock': 1488, 'morning': 5216, 'company': 1584, 'sat': 6973, 'supper': 7955, 'won': 9089, 'ate': 619, 'appetite': 472, 'staring': 7701, 'absently': 146, 'empty': 2734, 'plates': 5991, 'champagne': 1320, 'conversation': 1759, 'animated': 415, 'took': 8321, 'fare': 3055, 'surin': 7975, 'asked': 574, 'host': 4001, 'oh': 5537, 'usual': 8666, 'confess': 1660, 'am': 361, 'unlucky': 8602, 'mirandole': 5140, 'keep': 4533, 'cool': 1782, 'allow': 338, 'anything': 446, 'put': 6347, 'lose': 4859, 'once': 5558, 'yourself': 9191, 'tempted': 8133, 'back': 704, 'red': 6531, 'your': 9189, 'firmness': 3188, 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'hoops': 3976, 'informed': 4272, 'grandfather': 3644, 'loss': 4861, 'gaming': 3465, 'table': 8048, 'ordered': 5596, 'pay': 5806, 'money': 5193, 'deceased': 2063, 'remember': 6622, 'house': 4008, 'steward': 7746, 'dreaded': 2516, 'hearing': 3853, 'heavy': 3872, 'calculated': 1193, 'sums': 7935, 'pointed': 6039, 'six': 7374, 'months': 5204, 'spent': 7614, 'million': 5117, 'francs': 3363, 'moscow': 5222, 'saratov': 6970, 'estates': 2842, 'finally': 3160, 'refused': 6561, 'blank': 933, 'debt': 2058, 'box': 1049, 'ear': 2603, 'slept': 7423, 'herself': 3908, 'sign': 7322, 'displeasure': 2382, 'sent': 7133, 'husband': 4066, 'hoping': 3984, 'domestic': 2455, 'punishment': 6317, 'inflexible': 4264, 'entered': 2791, 'reasonings': 6485, 'explanations': 2959, 'thinking': 8204, 'able': 127, 'convince': 1771, 'debts': 2059, 'difference': 2267, 'coachmaker': 1514, 'vain': 8680, 'remained': 6612, 'obdurate': 5468, 'shortly': 7271, 'acquainted': 206, 'heard': 3852, 'count': 1830, 'st': 7673, 'germain': 3525, 'whom': 9020, 'told': 8310, 'represented': 6672, 'wandering': 8870, 'discoverer': 2342, 'elixir': 2690, 'philosopher': 5914, 'stone': 7774, 'forth': 3339, 'laughed': 4669, 'charlatan': 1342, 'casanova': 1264, 'memoirs': 5061, 'says': 6995, 'spy': 7665, 'spite': 7626, 'mystery': 5299, 'surrounding': 7985, 'fascinating': 3061, 'circles': 1426, 'retains': 6739, 'affectionate': 264, 'recollection': 6518, 'angry': 410, 'speaks': 7592, 'disrespectfully': 2391, 'knew': 4578, 'large': 4646, 'disposal': 2383, 'resolved': 6710, 'recourse': 6527, 'letter': 4725, 'asking': 576, 'delay': 2122, 'queer': 6369, 'immediately': 4128, 'waited': 8850, 'overwhelmed': 5659, 'grief': 3686, 'described': 2190, 'blackest': 926, 'colours': 1549, 'barbarity': 743, 'ended': 2748, 'declaring': 2083, 'depended': 2168, 'friendship': 3390, 'amiability': 371, 'want': 8873, 'easy': 2621, 'paid': 5679, 'should': 7274, 'bring': 1101, 'fresh': 3381, 'troubles': 8448, 'getting': 3534, 'difficulty': 2272, 'win': 9044, 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2987, 'telling': 8122, 'solemn': 7518, 'promise': 6250, 'opponent': 5578, 'game': 3461, 'staked': 7687, 'fifty': 3146, 'rubles': 6900, 'doubled': 2477, 'stake': 7686, 'pursuing': 6339, 'tactics': 8055, 'go': 3592, 'bed': 807, 'dawn': 2034, 'emptied': 2732, 'glasses': 3563, 'leave': 4702, 'ii': 4097, 'seated': 7072, 'dressing': 2532, 'room': 6868, 'front': 3404, 'looking': 4853, 'glass': 3562, 'waiting': 8851, 'stood': 7777, 'around': 533, 'held': 3880, 'pot': 6095, 'rouge': 6881, 'hair': 3757, 'pins': 5962, 'tall': 8077, 'bright': 1095, 'ribbons': 6779, 'slightest': 7426, 'pretensions': 6168, 'preserved': 6158, 'habits': 3748, 'dressed': 2530, 'accordance': 180, 'seventy': 7176, 'careful': 1245, 'toilette': 8307, 'previously': 6177, 'near': 5335, 'window': 9047, 'embroidery': 2711, 'frame': 3362, 'ward': 8879, 'grandmamma': 3645, 'entering': 2792, '_bonjour': 45, 'mademoiselle': 4916, 'lise_': 4791, 'something': 7536, 'paul': 5793, 'introduce': 4385, 'friends': 3389, 'ball': 719, 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3747, 'coquetting': 1793, 'passing': 5764, 'continue': 1743, 'gaze': 3491, 'sewing': 7183, 'couple': 1840, 'hours': 4007, 'raising': 6429, 'dinner': 2295, 'announced': 420, 'rose': 6875, 'glancing': 3560, 'casually': 1273, 'perceived': 5847, 'seemed': 7099, 'uneasiness': 8556, 'stepping': 7741, 'saw': 6992, 'close': 1490, 'concealed': 1628, 'fur': 3429, 'collar': 1535, 'dark': 2018, 'sparkled': 7586, 'beneath': 867, 'cap': 1225, 'alarmed': 319, 'trembled': 8415, 'accustomed': 194, 'drew': 2534, 'prey': 6178, 'curiosity': 1957, 'agitated': 287, 'forward': 3346, 'making': 4947, 'appearance': 465, 'customary': 1979, 'hour': 4006, 'mute': 5284, 'acquaintance': 204, 'sitting': 7371, 'grateful': 3658, 'sharp': 7214, 'sudden': 7906, 'flush': 3262, 'pale': 5695, 'glances': 3559, 'met': 5090, 'commenced': 1567, 'smile': 7453, 'girl': 3548, 'beat': 793, 'violently': 8786, 'regretted': 6576, 'thoughtless': 8227, 'betrayed': 890, 'volatile': 8818, 'naturalised': 5323, 'inherited': 4282, 'capital': 1229, 'firmly': 3187, 'convinced': 1772, 'necessity': 5346, 'preserving': 6159, 'private': 6201, 'income': 4199, 'allowing': 340, 'luxury': 4903, 'moreover': 5213, 'reserved': 6701, 'ambitious': 368, 'companions': 1583, 'opportunity': 5581, 'merry': 5086, 'expense': 2945, 'extreme': 2989, 'parsimony': 5734, 'passions': 5767, 'ardent': 506, 'imagination': 4115, 'disposition': 2386, 'errors': 2829, 'thus': 8267, 'gamester': 3463, 'touched': 8346, 'risk': 6816, 'nights': 5395, 'together': 8304, 'feverish': 3133, 'anxiety': 439, 'turns': 8483, 'powerful': 6111, 'nothing': 5440, 'walked': 8858, 'streets': 7816, 'petersburg': 5895, 'names': 5310, 'try': 8462, 'fortune': 3344, 'introduced': 4386, 'favour': 3082, 'itself': 4443, 'economy': 2635, 'temperance': 8126, 'industry': 4246, 'double': 2476, 'increase': 4208, 'sevenfold': 7173, 'procure': 6218, 'myself': 5296, 'musing': 5280, 'principal': 6192, 'antiquated': 436, 'architecture': 504, 'blocked': 961, 'equipages': 2819, 'carriages': 1258, 'brilliantly': 1100, 'illuminated': 4103, 'doorway': 2470, 'stepped': 7740, 'shaped': 7207, 'foot': 3295, 'boot': 1016, 'silk': 7335, 'stockings': 7767, 'shoes': 7257, 'member': 5059, 'diplomatic': 2296, 'furs': 3435, 'cloaks': 1487, 'rapid': 6436, 'gigantic': 3543, 'porter': 6071, 'entrance': 2804, 'stopped': 7782, 'watchman': 8907, 'started': 7706, 'walking': 8861, 'owner': 5666, 'modest': 5174, 'lodging': 4835, 'sleep': 7412, 'doze': 2492, 'green': 3676, 'tables': 8049, 'piles': 5949, 'banknotes': 733, 'heaps': 3850, 'ducats': 2571, 'uninterruptedly': 8587, 'gathered': 3483, 'gold': 3609, 'filled': 3156, 'pockets': 6026, 'notes': 5437, 'woke': 9084, 'sighed': 7318, 'imaginary': 4114, 'wealth': 8931, 'sallying': 6954, 'residence': 6703, 'unknown': 8597, 'attracted': 650, 'thither': 8215, 'windows': 9048, 'luxuriant': 4901, 'black': 924, 'probably': 6204, 'complexion': 1608, 'pair': 5691, 'decided': 2072, 'fate': 3071, 'iii': 4098, 'taken': 8065, 'vehicle': 8721, 'prepared': 6146, 'seats': 7073, 'footmen': 3299, 'assisting': 602, 'enter': 2790, 'beside': 875, 'wheel': 8971, 'grasped': 3654, 'alarm': 318, 'caused': 1286, 'presence': 6151, 'disappeared': 2313, 'fingers': 3170, 'glove': 3585, 'during': 2586, 'custom': 1978, 'airing': 308, 'constantly': 1716, 'questions': 6380, 'bridge': 1092, 'written': 9151, 'signboard': 7325, 'vague': 8678, 'answers': 430, 'exclaimed': 2904, 'senses': 7130, 'heaven': 3865, 'thanked': 8162, 'plainly': 5980, 'enough': 2783, 'ran': 6431, 'sealed': 7055, 'contained': 1729, 'declaration': 2080, 'tender': 8137, 'respectful': 6718, 'copied': 1786, 'exceedingly': 2888, 'uneasy': 8557, 'confidential': 1666, 'relations': 6594, 'boldness': 1000, 'imprudent': 4171, 'behaviour': 839, 'cease': 1290, 'assuming': 608, 'towards': 8351, 'check': 1358, 'perplexity': 5876, 'female': 3119, 'friend': 3385, 'adviser': 258, 'length': 4717, 'pen': 5831, 'paper': 5713, 'tore': 8330, 'expressed': 2966, 'inviting': 4412, 'decisive': 2076, 'satisfied': 6981, 'intentions': 4358, 'honourable': 3968, 'offend': 5521, 'begin': 831, 'complain': 1599, 'undeserved': 8546, 'slight': 7425, 'opened': 5568, 'ventilator': 8731, 'threw': 8241, 'trusting': 8459, 'perception': 5849, 'pick': 5929, 'picked': 5931, 'repaired': 6647, 'confectioner': 1658, 'shop': 7262, 'breaking': 1071, 'seal': 7054, 'envelope': 2807, 'inside': 4310, 'occupied': 5505, 'intrigue': 4382, 'eyed': 2995, 'milliner': 5116, 'establishment': 2841, 'brought': 1116, 'fearing': 3089, 'suddenly': 7907, 'recognised': 6513, 'mistake': 5155, 'smiling': 7456, 'knowingly': 4589, 'goodness': 3614, 'glanced': 3558, 'requested': 6690, 'interview': 4374, 'audacious': 655, 'request': 6689, 'fragments': 3359, 'torn': 8335, 'disconcerted': 2333, 'remark': 6615, 'ought': 5624, 'ashamed': 569, 'translated': 8389, 'bore': 1023, 'full': 3418, 'inflexibility': 4263, 'disordered': 2371, 'condition': 1653, 'uncontrollable': 8527, 'sending': 7123, 'intoxicated': 4381, 'embassy': 2704, 'remain': 6611, 'seeing': 7094, 'gone': 3612, 'swiss': 8032, 'usually': 8667, 'goes': 3605, 'lodge': 4833, 'eleven': 2689, 'walk': 8857, 'straight': 7794, 'upstairs': 8654, 'meet': 5049, 'anybody': 443, 'probable': 6203, 'maidservants': 4934, 'bedroom': 810, 'doors': 2469, 'leads': 4689, 'cabinet': 1185, 'enters': 2793, 'corridor': 1811, 'end': 2743, 'winding': 9046, 'tiger': 8273, 'arrive': 545, 'terrible': 8150, 'violence': 8784, 'sleety': 7418, 'snow': 7486, 'flakes': 3210, 'lamps': 4634, 'emitted': 2716, 'light': 4752, 'deserted': 2194, 'sledge': 7410, 'drawn': 2513, 'sorry': 7558, 'hack': 3749, 'belated': 847, 'passenger': 5762, 'enveloped': 2808, 'thick': 8195, 'overcoat': 5645, 'carry': 1260, 'arms': 530, 'wrapped': 9129, 'sable': 6928, 'clad': 1437, 'mantle': 4964, 'ornamented': 5615, 'wreath': 9135, 'followed': 3282, 'closed': 1491, 'rolled': 6854, 'heavily': 3869, 'yielding': 9182, 'shut': 7304, 'lamp': 4633, 'watch': 8902, 'twenty': 8486, 'impatiently': 4142, 'remaining': 6613, 'pass': 5759, 'precisely': 6133, 'ascended': 564, 'steps': 7742, 'brightly': 1097, 'vestibule': 8751, 'hastily': 3819, 'footman': 3298, 'asleep': 578, 'antique': 437, 'chair': 1311, 'firm': 3185, 'dining': 2294, 'darkness': 2021, 'penetrated': 5833, 'images': 4113, 'golden': 3610, 'burning': 1148, 'faded': 3013, 'stuffed': 7864, 'chairs': 1313, 'divans': 2420, 'soft': 7504, 'cushions': 1977, 'melancholy': 5052, 'symmetry': 8038, 'walls': 8865, 'hung': 4051, 'china': 1397, 'portraits': 6076, 'madame': 4914, 'lebrun': 4705, 'stout': 7791, 'uniform': 8583, 'star': 7698, 'breast': 1073, 'beautiful': 798, 'aquiline': 498, 'nose': 5429, 'forehead': 3316, 'curls': 1960, 'powdered': 6109, 'corners': 1799, 'porcelain': 6066, 'shepherds': 7238, 'shepherdesses': 7237, 'clocks': 1489, 'workshop': 9110, 'lefroy': 4707, 'bandboxes': 726, 'roulettes': 6885, 'fans': 3051, 'playthings': 6003, 'amusement': 387, 'montgolfier': 5202, 'balloons': 721, 'mesmer': 5087, 'magnetism': 4927, 'rage': 6412, 'iron': 4417, 'led': 4706, 'retraced': 6741, 'slowly': 7440, 'struck': 7849, 'twelve': 8485, 'strokes': 7843, 'echoed': 2631, 'quiet': 6386, 'leaning': 4692, 'stove': 7793, 'regularly': 6577, 'dangerous': 2007, 'inevitable': 4249, 'undertaking': 8544, 'distant': 2397, 'noise': 5412, 'wheels': 8973, 'involuntary': 4414, 'agitation': 288, 'possession': 6086, 'sound': 7565, 'bustle': 1161, 'hither': 3940, 'confusion': 1674, 'voices': 8815, 'alive': 333, 'voltaire': 8820, 'armchair': 525, 'peeped': 5824, 'chink': 1399, 'hurried': 4061, 'spiral': 7619, 'assailed': 584, 'pricking': 6182, 'conscience': 1690, 'emotion': 2718, 'transitory': 8388, 'petrified': 5898, 'undress': 8552, 'bedecked': 809, 'wig': 9034, 'white': 9005, 'closely': 1492, 'cut': 1983, 'hairpins': 3759, 'showers': 7285, 'yellow': 9175, 'satin': 6976, 'brocaded': 1108, 'silver': 7338, 'swollen': 8033, 'feet': 3114, 'witness': 9079, 'repugnant': 6685, 'mysteries': 5297, 'gown': 3632, 'costume': 1818, 'suitable': 7926, 'hideous': 3916, 'general': 3497, 'suffered': 7911, 'sleeplessness': 7416, 'undressed': 8553, 'dismissed': 2368, 'candles': 1217, 'mumbling': 5262, 'flaccid': 3208, 'swaying': 8009, 'fro': 3401, 'dull': 2580, 'vacancy': 8676, 'rocking': 6844, 'body': 994, 'voluntary': 8823, 'action': 212, 'galvanic': 3457, 'mechanism': 5037, 'inexplicable': 4252, 'ceased': 1291, 'tremble': 8414, 'low': 4877, 'intention': 4356, 'doing': 2447, 'harm': 3806, 'silence': 7330, 'bending': 866, 'repeated': 6651, 'silent': 7332, 'insure': 4344, 'happiness': 3795, 'seeking': 7096, 'joke': 4483, 'assure': 611, 'joking': 4485, 'angrily': 409, 'helped': 3884, 'visibly': 8793, 'features': 3097, 'quickly': 6385, 'resumed': 6738, 'former': 3334, 'immobility': 4132, 'grandsons': 3649, 'spendthrift': 7613, 'preserve': 6157, 'paternal': 5778, 'inheritance': 4281, 'die': 2264, 'demon': 2153, 'thrown': 8256, 'paused': 5798, 'tremblingly': 8418, 'awaited': 682, 'knees': 4576, 'rapture': 6440, 'entreat': 2805, 'wife': 9032, 'sacred': 6931, 'reject': 6585, 'prayer': 6124, 'connected': 1682, 'sin': 7348, 'eternal': 2848, 'bargain': 751, 'devil': 2246, 'reflect': 6549, 'live': 4805, 'sins': 7362, 'hands': 3781, 'grandchildren': 3643, 'bless': 948, 'memory': 5063, 'reverence': 6754, 'saint': 6947, 'answered': 429, 'hag': 3754, 'grinding': 3694, 'teeth': 8115, 'pistol': 5968, 'pocket': 6024, 'exhibited': 2927, 'protect': 6275, 'shot': 7272, 'backwards': 708, 'childish': 1389, 'iv': 4444, 'chambermaid': 1318, 'reluctantly': 6609, 'assist': 597, 'saying': 6994, 'trembling': 8417, 'expecting': 2939, 'glance': 3557, 'prevented': 6174, 'keeping': 4534, 'appointment': 482, 'undressing': 8554, 'recall': 6491, 'circumstances': 1428, 'carried': 1259, 'weeks': 8947, 'correspondence': 1809, 'inducing': 4242, 'grant': 3650, 'nocturnal': 5410, 'bottom': 1036, 'spoken': 7642, 'piqued': 5967, 'pauline': 5794, 'contrary': 1751, 'flirt': 3237, 'wished': 9068, 'revenge': 6752, 'air': 307, 'engaged': 2767, 'endless': 2750, 'mazurka': 5017, 'teasing': 8114, 'partiality': 5739, 'imagined': 4119, 'jests': 4464, 'happily': 3794, 'aimed': 304, 'learnt': 4698, 'distinguished': 2402, 'romantic': 6860, 'profile': 6229, 'napoleon': 5312, 'mephistopheles': 5072, 'believe': 850, 'least': 4700, 'crimes': 1900, 'headache': 3838, 'whatever': 8968, 'dissatisfied': 2392, 'act': 210, 'differently': 2269, 'designs': 2201, 'listens': 4798, 'attentively': 644, 'church': 1418, 'parade': 5716, 'approaching': 491, '_oubli': 86, 'ou': 5623, 'regret_': 6575, 'interrupted': 4372, 'tantalisingly': 8083, 'interesting': 4363, 'chosen': 1410, 'effecting': 2655, 'reconciliation': 6523, 'dance': 2003, 'conducted': 1656, 'longed': 4846, 'renew': 6641, 'departure': 2166, 'talk': 8073, 'dreamer': 2521, 'portrait': 6075, 'sketched': 7383, 'coincided': 1528, 'picture': 5936, 'formed': 3333, 'latest': 4663, 'romances': 6859, 'countenance': 1832, 'admirer': 237, 'invested': 4400, 'attributes': 654, 'capable': 1226, 'alarming': 320, 'crossed': 1920, 'adorned': 246, 'uncovered': 8528, 'bosom': 1030, 'shuddered': 7300, 'terrified': 8153, 'afraid': 271, 'added': 222, 'happened': 3790, 'terror': 8155, 'desires': 2204, 'bold': 997, 'obstinate': 5490, 'pursuit': 6340, 'yearned': 9167, 'satisfy': 6982, 'blind': 953, 'tool': 8322, 'robber': 6837, 'murderer': 5267, 'benefactress': 868, 'wept': 8959, 'tears': 8111, 'agonised': 290, 'repentance': 6655, 'gazed': 3492, 'violent': 8785, 'wonderful': 9092, 'enhanced': 2774, 'produce': 6221, 'hardened': 3799, 'grieved': 3687, 'irreparable': 4424, 'obtain': 5492, 'monster': 5198, 'loaded': 4820, 'extinguished': 2978, 'illumined': 4106, 'wiped': 9062, 'stained': 7682, 'fierce': 3142, 'frown': 3408, 'attitude': 648, 'conducting': 1657, 'drawer': 2510, 'key': 4541, 'handed': 3775, 'instructions': 4336, 'pressed': 6161, 'limp': 4779, 'kissed': 4566, 'bowed': 1046, 'tranquillity': 8381, 'earnestly': 2607, 'reality': 6480, 'tapestry': 8084, 'descend': 2185, 'coming': 1560, 'glided': 3569, 'embroidered': 2710, 'coat': 1520, '_à': 116, 'oiseau': 5539, 'royal_': 6891, 'pressing': 6162, 'cornered': 1798, 'gallant': 3451, 'mouldering': 5234, 'grave': 3665, 'mistress': 5159, 'traversed': 8402, 'fatal': 3070, 'convent': 1757, 'honours': 3970, 'mortal': 5220, 'remains': 6614, 'remorse': 6629, 'stifle': 7751, 'entertaining': 2795, 'belief': 848, 'superstitious': 7954, 'believing': 852, 'exercise': 2923, 'evil': 2874, 'obsequies': 5484, 'implore': 4153, 'pardon': 5726, 'crowd': 1927, 'coffin': 1527, 'placed': 5974, 'catafalque': 1275, 'velvet': 8725, 'baldachin': 718, 'lay': 4679, 'lace': 4612, 'robe': 6841, 'members': 5060, '_caftans_': 46, 'armorial': 528, 'shoulders': 7276, 'relatives': 6596, 'mourning': 5243, '_une': 107, 'affectation_': 263, 'surprised': 7981, 'preacher': 6129, 'pronounced': 6256, 'funeral': 3427, 'sermon': 7153, 'touching': 8348, 'peaceful': 5811, 'righteous': 6799, 'angel': 404, 'orator': 5591, 'pious': 5963, 'meditation': 5042, 'midnight': 5101, 'bridegroom': 1090, 'concluded': 1641, 'amidst': 375, 'farewell': 3056, 'corpse': 1802, 'render': 6637, 'homage': 3958, 'participator': 5742, 'frivolous': 3400, 'amusements': 388, 'ground': 3707, 'knelt': 4577, 'stones': 7775, 'darted': 2026, 'mocking': 5171, 'winked': 9056, 'false': 3038, 'borne': 1029, 'fainting': 3022, 'porch': 6067, 'disturbed': 2417, 'solemnity': 7519, 'gloomy': 3581, 'congregation': 1679, 'murmur': 5270, 'thin': 8199, 'chamberlain': 1317, 'relative': 6595, 'whispered': 8999, 'natural': 5322, 'coldly': 1532, 'strangely': 7800, 'excited': 2899, 'repairing': 6648, 'restaurant': 6726, 'dine': 2292, 'drank': 2505, 'wine': 9051, 'deadening': 2043, 'inward': 4415, 'served': 7161, 'excite': 2898, 'moon': 5207, 'shining': 7245, 'somebody': 7533, 'orderly': 5598, 'drunk': 2563, 'expedition': 2943, 'presently': 6155, 'footsteps': 3300, 'softly': 7506, 'floor': 3252, 'slippers': 7433, 'mistook': 5158, 'nurse': 5461, 'wondered': 9091, 'rapidly': 6438, 'across': 209, 'ace': 195, 'marry': 4980, 'turned': 8481, 'round': 6886, 'shuffling': 7302, 'gait': 3448, 'recover': 6528, 'lying': 4905, 'waking': 8856, 'information': 4271, 'obtained': 5493, 'locked': 4830, 'vision': 8794, 'vi': 8757, 'exist': 2929, 'drove': 2556, 'perpetually': 5874, 'continually': 1741, 'slender': 7422, 'hearts': 3861, 'reminded': 6625, 'haunted': 3829, 'shapes': 7209, 'threes': 8239, 'bloomed': 969, 'forms': 3337, 'magnificent': 4929, 'sevens': 7174, 'gothic': 3625, 'portals': 6070, 'aces': 196, 'transformed': 8387, 'spiders': 7616, 'profitable': 6231, 'purchased': 6325, 'dearly': 2054, 'applying': 480, 'furlough': 3432, 'travel': 8397, 'abroad': 141, 'tempt': 8132, 'public': 6300, 'gambling': 3460, 'houses': 4011, 'abounded': 134, 'spared': 7584, 'trouble': 8446, 'gamesters': 3464, 'presided': 6160, 'chekalinsky': 1369, 'amassed': 362, 'accepting': 166, 'bills': 906, 'exchange': 2896, 'winnings': 9058, 'paying': 5807, 'losses': 4862, 'experience': 2948, 'secured': 7087, 'cook': 1778, 'agreeable': 294, 'manners': 4963, 'gained': 3446, 'respect': 6715, 'flocked': 3243, 'forgetting': 3324, 'preferring': 6138, 'seductions': 7091, 'suite': 7927, 'attentive': 643, 'crowded': 1928, 'generals': 3499, 'privy': 6202, 'counsellors': 1829, 'whist': 9001, 'lolling': 4841, 'carelessly': 1248, 'sofas': 7503, 'eating': 2624, 'ices': 4078, 'smoking': 7463, 'pipes': 5965, 'assembled': 588, 'score': 7027, 'players': 5999, 'dignified': 2277, 'silvery': 7341, 'florid': 3253, 'twinkled': 8491, 'perpetual': 5873, 'friendly': 3388, 'stand': 7693, 'dealing': 2048, 'thirty': 8212, 'throw': 8254, 'politely': 6053, 'requests': 6691, 'player': 5998, 'chanced': 1323, 'bend': 864, 'shuffled': 7301, 'stretching': 7824, 'silently': 7333, 'acquiescence': 207, 'laughingly': 4671, 'congratulated': 1677, 'abjuration': 126, 'abstention': 153, 'practised': 6117, 'chalk': 1314, 'banker': 732, 'contracting': 1749, 'muscles': 5273, 'excuse': 2912, 'clearly': 1465, 'inform': 4270, 'token': 8308, 'consent': 1695, 'facilitate': 3004, 'reckoning': 6510, 'examining': 2883, 'cursory': 1968, 'showing': 7286, 'astonishment': 616, 'frowned': 3409, 'settle': 7170, 'please': 6010, 'number': 5458, 'lemonade': 4716, 'punters': 6321, 'greeted': 3680, 'gracious': 3637, 'knave': 4573, 'exclamation': 2907, 'evidently': 2873, 'ill': 4100, 'ninety': 5402, 'pocketed': 6025, 'coolest': 1783, 'extraordinary': 2986, 'quitted': 6395, 'impatient': 4141, 'pack': 5674, 'pile': 5948, 'duel': 2575, 'reigned': 6582, 'instead': 4330, 'ironically': 4418, 'seized': 7105, 'perfectly': 5854, 'commotion': 1578, 'splendidly': 7631, 'punted': 6320, 'afresh': 272, 'confined': 1668, '17': 9, 'obukhov': 5497, 'hospital': 3999, 'mutters': 5287, 'unusual': 8640, 'rapidity': 6437, 'married': 4979, 'amiable': 372, 'somewhere': 7539, 'receipt': 6494, 'supporting': 7960, 'promoted': 6253, 'captain': 1235, 'nikolay': 5396, 'department': 2164, 'mention': 5070, 'touchiest': 8347, 'departments': 2165, 'regiments': 6571, 'courts': 1849, 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7356, 'fetched': 3129, 'fails': 3018, '23rd': 21, 'march': 4968, 'fine': 3165, 'due': 2574, 'arrangements': 539, 'baptised': 739, 'opposite': 5584, 'godfather': 3599, 'ivanovich': 4448, 'eroshkin': 2825, 'estimable': 2845, 'clerk': 1470, 'senate': 7120, 'godmother': 3603, 'arina': 520, 'semyonovna': 7119, 'bielobrinshkova': 899, 'rare': 6442, 'offered': 5526, 'choice': 1402, 'mokiya': 5184, 'sossiya': 7561, 'khozdazat': 4546, 'calendar': 1197, 'triphily': 8437, 'dula': 2578, 'varakhasy': 8705, 'awful': 693, 'varadat': 8704, 'varukh': 8711, 'page': 5677, 'pavsikakhy': 5804, 'vakhtisy': 8682, 'christened': 1412, 'whereat': 8980, 'grimace': 3692, 'foresaw': 3319, 'mentioned': 5071, 'directors': 2305, 'chiefs': 1386, 'kinds': 4560, 'changed': 1325, 'occupation': 5503, 'copying': 1791, 'affirmed': 268, 'shown': 7287, 'seat': 7071, 'fly': 3267, 'flown': 3259, 'reception': 6503, 'superiors': 7952, 'coolly': 1784, 'despotic': 2218, 'insignificant': 4312, 'assistant': 599, 'thrust': 8257, 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6264, 'surprise': 7980, 'wits': 9081, 'mill': 5115, 'director': 2304, 'kindly': 4558, 'desirous': 2205, 'rewarding': 6773, 'important': 4158, 'report': 6664, 'affair': 261, 'duty': 2590, 'consisting': 1709, 'changing': 1327, 'heading': 3841, 'altering': 356, 'toil': 8305, 'broke': 1109, 'perspiration': 5886, 'rubbed': 6894, 'forever': 3322, 'outside': 5638, 'existed': 2930, 'clothes': 1497, 'rusty': 6925, 'meal': 5021, 'colour': 1546, 'neck': 5347, 'fact': 3007, 'inordinately': 4296, 'emerged': 2713, 'necks': 5348, 'plaster': 5988, 'cats': 1281, 'pedlars': 5822, 'sticking': 7748, 'hay': 3833, 'trifle': 8429, 'knack': 4572, 'arriving': 547, 'sorts': 7560, 'rubbish': 6896, 'flung': 3261, 'hence': 3892, 'scraps': 7037, 'melon': 5055, 'rinds': 6804, 'heed': 3874, 'trained': 8372, 'trouser': 8450, 'straps': 7804, 'undone': 8550, 'sidewalk': 7314, 'malicious': 4951, 'clean': 1457, 'shoulder': 7275, 'gust': 3740, 'nostrils': 5433, 'middle': 5100, 'line': 4780, 'reaching': 6464, 'sipped': 7364, 'cabbage': 1183, 'soup': 7571, 'swallowed': 8002, 'beef': 812, 'onions': 5561, 'noticing': 5443, 'taste': 8089, 'gulping': 3737, 'flies': 3234, 'stomach': 7772, 'swell': 8017, 'papers': 5714, 'none': 5419, 'copies': 1787, 'gratification': 3660, 'document': 2441, 'noteworthy': 5438, 'account': 182, 'addressed': 227, 'grey': 3684, 'sky': 7397, 'eaten': 2623, 'dined': 2293, 'fancy': 3049, 'resting': 6728, 'jar': 4455, 'pens': 5838, 'occupations': 5504, 'hasten': 3816, 'dedicate': 2089, 'bolder': 998, 'theatre': 8171, 'bonnets': 1009, 'wasting': 8901, 'compliments': 1613, 'pretty': 6172, 'circle': 1424, 'visiting': 8800, 'fourth': 3353, 'kitchen': 4569, 'trip': 8436, 'disperse': 2376, 'quarters': 6366, 'sip': 7363, 'kopek': 4596, 'smoke': 7460, 'relate': 6591, 'gossip': 3622, 'refrain': 6555, 'repeat': 6650, 'commandant': 1562, 'tails': 8062, 'falconet': 3032, 'monument': 5205, 'strive': 7839, 'divert': 2423, 'indulged': 4243, 'content': 1736, 'morrow': 5218, 'flowed': 3256, 'understood': 8541, 'flow': 3255, 'ills': 4102, 'strewn': 7826, 'path': 5779, 'councillors': 1828, 'actual': 218, 'species': 7597, 'advice': 257, 'exists': 2932, 'foe': 3272, 'receive': 6495, 'abouts': 136, 'northern': 5428, 'healthy': 3848, 'bound': 1040, 'begins': 834, 'bestow': 882, 'piercing': 5944, 'nips': 5404, 'noses': 5430, 'impartially': 4139, 'foreheads': 3317, 'exalted': 2879, 'positions': 6079, 'ache': 197, 'unprotected': 8614, 'lies': 4745, 'traversing': 8403, 'warming': 8883, 'thawing': 8168, 'talents': 8071, 'qualifications': 6356, 'frozen': 3411, 'paining': 5685, 'poignancy': 6037, 'tried': 8427, 'traverse': 8401, 'distance': 2396, 'speed': 7608, 'wonder': 9090, 'fault': 3080, 'examined': 2882, 'discovered': 2341, 'places': 5975, 'namely': 5309, 'gauze': 3487, 'cloth': 1495, 'worn': 9115, 'degree': 2117, 'lining': 4785, 'fallen': 3035, 'pieces': 5942, 'object': 5473, 'ridicule': 6790, 'noble': 5407, 'cape': 1227, 'diminishing': 2287, 'serve': 7160, 'patch': 5773, 'parts': 5755, 'patching': 5776, 'exhibit': 2926, 'skill': 7388, 'tailor': 8059, 'baggy': 713, 'ugly': 8507, 'petrovich': 5899, 'marks': 4976, 'busied': 1157, 'trousers': 8451, 'coats': 1521, 'sober': 7495, 'nursing': 5463, 'scheme': 7013, 'personage': 5880, 'grigory': 3690, 'drink': 2539, 'holidays': 3954, 'ones': 5560, 'festivals': 3125, 'discrimination': 2344, 'wherever': 8982, 'cross': 1919, 'faithful': 3030, 'ancestral': 394, 'quarrelling': 6361, 'unfortunately': 8573, 'claim': 1438, 'soldiers': 7515, 'guard': 3722, 'ascending': 565, 'soaked': 7491, 'dish': 2358, 'water': 8909, 'reeked': 6544, 'smell': 7450, 'spirits': 7623, 'affects': 266, 'adjunct': 231, 'stairways': 7685, 'stairs': 7684, 'pondered': 6057, 'mentally': 5069, 'cooking': 1780, 'fish': 3190, 'beetles': 818, 'visible': 8792, 'unperceived': 8610, 'housewife': 4012, 'beheld': 840, 'unpainted': 8609, 'legs': 4713, 'tucked': 8465, 'turkish': 8478, 'pasha': 5757, 'tailors': 8061, 'thumb': 8260, 'nail': 5303, 'turtle': 8484, 'shell': 7232, 'skein': 7380, 'thread': 8233, 'garment': 3474, 'trying': 8463, 'unsuccessfully': 8630, 'needle': 5351, 'enraged': 2787, 'growling': 3714, 'barbarian': 741, 'pricked': 6181, 'rascal': 6445, 'vexed': 8756, 'precise': 6132, 'downhearted': 2487, 'brandy': 1061, 'price': 6179, 'readily': 6469, 'complaining': 1601, 'piece': 5941, 'rough': 6883, 'taciturn': 8051, 'inclined': 4192, 'satan': 6974, 'gladly': 3556, 'retreat': 6742, 'screwed': 7045, 'intently': 4359, 'involuntarily': 4413, 'sir': 7365, 'squinting': 7670, 'booty': 1020, 'prepositions': 6147, 'adverbs': 255, 'phrases': 5921, 'completing': 1607, 'sentences': 7136, 'begun': 835, 'phrase': 5920, 'forgot': 3327, 'scanned': 7001, 'cuffs': 1945, 'button': 1169, 'holes': 3952, 'handiwork': 3777, 'meeting': 5050, 'dusty': 2588, 'looks': 4854, 'spread': 7653, 'sill': 7336, 'finger': 3168, 'square': 7667, 'pasted': 5770, 'pinch': 5955, 'inspected': 4318, 'upwards': 8656, 'lifted': 4750, 'lid': 4741, 'dosed': 2471, 'mend': 5065, 'wretched': 9140, 'pleading': 6006, 'ails': 303, 'easily': 2617, 'sew': 7181, 'rotten': 6879, 'strengthening': 7819, 'blow': 974, 'strengthen': 7818, 'decisively': 2077, 'job': 4473, 'gaiters': 3449, 'germans': 3527, 'occasions': 5501, 'fling': 3236, 'plain': 5979, 'grew': 3683, 'whirl': 8993, 'barbarous': 744, 'composure': 1616, 'pursed': 6337, 'significantly': 7329, 'effects': 2656, 'stun': 7866, 'sideways': 7315, 'stunned': 7868, 'shrieked': 7292, 'softness': 7507, 'marten': 4982, 'lined': 4781, 'hood': 3971, 'mount': 5236, 'beseeching': 874, 'tone': 8316, 'disregarding': 2390, 'repairs': 6649, 'wear': 8933, 'waste': 8900, 'discouraged': 2337, 'compressed': 1620, 'betaking': 885, 'dropped': 2552, 'employed': 2725, 'pause': 5797, 'unexpected': 8563, 'circumstance': 1427, 'exactly': 2877, 'direction': 2301, 'suspecting': 7991, 'chimney': 1394, 'sweep': 8013, 'bumped': 1136, 'blackened': 925, 'hatful': 3824, 'landed': 4636, 'top': 8324, 'building': 1131, 'planted': 5985, 'halberd': 3761, 'shaking': 7196, 'horny': 3988, 'poking': 6046, 'collect': 1539, 'survey': 7987, 'argue': 515, 'sensibly': 7132, 'frankly': 3365, 'reasonable': 6483, 'discuss': 2345, 'personal': 5882, 'matters': 5007, 'beating': 795, 'sunday': 7938, 'saturday': 6983, 'sleepy': 7417, 'fit': 3196, 'argued': 516, 'regained': 6564, 'courage': 1841, 'afar': 259, 'askew': 575, 'drooped': 2549, 'thereupon': 8191, 'thank': 8161, 'health': 3846, 'mending': 5067, 'fastened': 3067, 'hooks': 3974, 'flap': 3215, 'shoemaker': 7256, 'putting': 6350, 'tops': 8328, 'shirts': 7249, 'seamstress': 7060, 'linen': 4782, 'drop': 2551, 'ocean': 5510, 'funds': 3426, 'headed': 3839, 'blurt': 983, 'outrageous': 5636, 'exclaiming': 2905, 'fool': 3291, 'likely': 4765, 'named': 5308, 'undertake': 8542, 'possibly': 6089, 'manage': 4956, 'procured': 6219, 'ruble': 6899, 'groschen': 3705, 'lock': 4829, 'slit': 7437, 'heap': 3849, 'coppers': 1789, 'mounted': 5239, 'curtail': 1970, 'expenses': 2946, 'dispense': 2374, 'burn': 1146, 'lightly': 4757, 'cautiously': 1288, 'tiptoe': 8288, 'heels': 3876, 'laundress': 4673, 'wash': 8895, 'cotton': 1820, 'carefully': 1246, 'saved': 6991, 'accustom': 193, 'deprivations': 2173, 'smoothly': 7466, 'hungry': 4055, 'treating': 8409, 'bearing': 789, 'fuller': 3419, 'pleasant': 6007, 'consented': 1696, 'wadding': 8836, 'incapable': 4183, 'wearing': 8936, 'lively': 4808, 'firmer': 3186, 'goal': 3593, 'indecision': 4211, 'hesitating': 3909, 'wavering': 8919, 'gleamed': 3566, 'boldest': 999, 'daring': 2017, 'flitted': 3239, 'instance': 4326, 'absent': 145, 'minded': 5122, 'nearly': 5340, 'ugh': 8504, 'month': 5203, 'conference': 1659, 'subject': 7881, 'buy': 1174, 'troubled': 8447, 'reflecting': 6551, 'bought': 1039, 'progressed': 6239, 'briskly': 1104, 'hopes': 3983, 'awarded': 688, 'share': 7210, 'suspected': 7990, 'needed': 5350, 'events': 2865, 'extra': 2983, 'provided': 6288, 'hunger': 4052, 'throb': 8246, 'shopping': 7264, 'rate': 6447, 'considering': 1706, 'shops': 7265, 'enquire': 2784, 'prices': 6180, 'selected': 7109, 'stuff': 7863, 'glossy': 3584, 'stead': 7724, 'cat': 1274, 'skin': 7389, 'quilting': 6390, 'sooner': 7547, 'charged': 1337, 'sewed': 7182, 'seams': 7059, 'seam': 7057, 'stamping': 7692, 'patterns': 5792, 'glorious': 3582, 'nick': 5391, 'threaten': 8234, 'befits': 820, 'significant': 7328, 'fully': 3420, 'sensible': 7131, 'deed': 2093, 'gulf': 3735, 'separating': 7142, 'linings': 4786, 'execute': 2915, 'handkerchief': 3778, 'proudly': 6285, 'skilfully': 7387, 'pulled': 6310, 'fitted': 3199, 'draped': 2506, 'buttoning': 1172, 'experienced': 2949, 'sleeves': 7420, 'satisfactory': 6980, 'seasonable': 7070, 'neglect': 5356, 'narrow': 5315, 'cheaply': 1356, 'business': 1159, 'nevsky': 5376, 'prospect': 6273, 'pausing': 5800, 'expressly': 2970, 'crooked': 1917, 'alley': 337, 'emerge': 2712, 'directly': 2303, 'meantime': 5028, 'holiday': 3953, 'satisfaction': 6979, 'advantages': 253, 'warmth': 8885, 'road': 6825, 'confided': 1663, 'attendant': 637, 'rushed': 6919, 'inspect': 4317, 'grow': 3711, 'surrounded': 7984, 'blushing': 985, 'proud': 6283, 'inferiors': 4259, 'invite': 4410, 'happens': 3793, 'congratulations': 1678, 'invitation': 4409, 'declined': 2084, 'discourteous': 2339, 'shame': 7200, 'refuse': 6560, 'recollected': 6516, 'thereby': 8188, 'triumphant': 8439, 'festival': 3124, 'wall': 8863, 'admiring': 239, 'vast': 8714, 'cheerfully': 1365, 'leisurely': 4714, 'fail': 3015, 'badly': 711, 'mixed': 5166, 'proper': 6261, 'wilderness': 9036, 'dimly': 2289, 'lighted': 4753, 'populous': 6065, 'pedestrians': 5821, 'handsomely': 3783, 'otter': 5622, 'collars': 1536, 'shabby': 7185, 'sleigh': 7421, 'wooden': 9099, 'railed': 6416, 'sledges': 7411, 'stuck': 7856, 'brass': 1062, 'nails': 5304, 'rarer': 6444, 'whilst': 8986, 'drivers': 2546, 'caps': 1234, 'lacquered': 4617, 'bear': 785, 'cloths': 1499, 'flew': 3231, 'swiftly': 8023, 'scrunching': 7047, 'halted': 3769, 'representing': 6673, 'handsome': 3782, 'baring': 752, 'whiskers': 8996, 'moustache': 5244, 'cherishes': 1376, 'lodged': 4834, 'apartment': 451, 'row': 6887, 'goloshes': 3611, 'centre': 1300, 'samovar': 6963, 'humming': 4044, 'emitting': 2717, 'clouds': 1503, 'steam': 7730, 'beaver': 801, 'facings': 3006, 'buzz': 1176, 'audible': 657, 'loud': 4866, 'trayful': 8405, 'cream': 1881, 'jugs': 4508, 'bowls': 1048, 'evident': 2872, 'arrived': 546, 'inner': 4291, 'lights': 4761, 'bewildered': 894, 'rising': 6815, 'awkwardly': 697, 'wondering': 9094, 'shout': 7278, 'thronged': 8250, 'confused': 1673, 'frank': 3364, 'rejoicing': 6589, 'praised': 6120, 'throng': 8249, 'overwhelming': 5660, 'gape': 3471, 'vegetable': 8719, 'salad': 6950, 'veal': 8718, 'pastry': 5771, 'pies': 5945, 'livelier': 4807, 'detaining': 2233, 'stole': 7769, 'sorrow': 7553, 'brushed': 1121, 'speck': 7601, 'petty': 5902, 'permanent': 5868, 'clubs': 1507, 'folks': 3280, 'indicating': 4222, 'male': 4949, 'conversations': 1760, 'ignorance': 4095, 'whereabouts': 8978, 'knowing': 4588, 'flash': 3218, 'lightning': 4759, 'quickened': 6382, 'pace': 5670, 'cheerful': 1364, 'daytime': 2038, 'dim': 2284, 'lonely': 4843, 'lanterns': 4644, 'oil': 5538, 'liberally': 4734, 'supplied': 7958, 'fences': 3121, 'mournfully': 5242, 'veiled': 8724, 'roofed': 6866, 'cabins': 1186, 'shutters': 7305, 'spot': 7647, 'barely': 750, 'farther': 3059, 'fearful': 3088, 'desert': 2193, 'tiny': 8286, 'spark': 7585, 'glimmered': 3571, 'edge': 2640, 'cheerfulness': 1366, 'diminished': 2286, 'fear': 3086, 'warned': 8887, 'sides': 7313, 'sea': 7053, 'closing': 1494, 'bearded': 787, 'throbbed': 8247, 'seizing': 7106, 'fist': 3194, 'size': 7378, 'mouth': 5246, 'muttering': 5286, 'dare': 2014, 'scream': 7041, 'strip': 7837, 'kick': 4547, 'headlong': 3843, 'outskirts': 5640, 'ceasing': 1293, 'curious': 1958, 'customer': 1980, 'shouting': 7280, 'sobbing': 7494, 'attended': 639, 'robbed': 6836, 'stop': 7781, 'supposed': 7962, 'scolding': 7026, 'vainly': 8681, 'whoever': 9014, 'stolen': 7770, 'disorder': 2370, 'thinly': 8206, 'temples': 8130, 'tousled': 8349, 'lodgings': 4836, 'knocking': 4583, 'sprang': 7651, 'sleeve': 7419, 'chemise': 1373, 'modesty': 5176, 'beholding': 843, 'clasped': 1446, 'subordinate': 7887, 'finnish': 3174, 'praying': 6126, 'gazing': 3494, 'judging': 4504, 'appearances': 466, 'opinion': 5575, 'betook': 887, 'sadly': 6938, 'imagine': 4118, 'early': 2605, 'superintendent': 7948, 'clerks': 1471, 'admit': 240, 'insisted': 4315, 'inclination': 4191, 'curtly': 1973, 'presume': 6164, 'complained': 1600, 'dared': 2015, 'call': 1199, 'theft': 8176, 'directing': 2300, 'points': 6041, 'disorderly': 2372, 'train': 8371, 'robbery': 6839, 'ridiculing': 6791, 'collection': 1541, 'subscribing': 7891, 'suggestion': 7924, 'division': 2432, 'trifling': 8431, 'happen': 3789, 'wishing': 9070, 'approval': 493, 'hunt': 4056, 'legal': 4711, 'belonged': 857, 'apply': 479, 'relation': 6593, 'expedite': 2942, 'exact': 2875, 'strove': 7848, 'sundry': 7940, 'devices': 2245, 'collegiate': 1542, 'recorder': 6525, 'secretary': 7081, 'holy': 3957, 'contaminated': 1731, 'imitation': 4124, 'imitates': 4122, 'superior': 7950, 'office': 5530, 'partitioned': 5750, 'audience': 658, 'posted': 6091, 'lackey': 4616, 'braid': 1054, 'handle': 3779, 'comers': 1554, 'hardly': 3801, 'customs': 1982, 'grand': 3642, 'imposing': 4161, 'exaggerated': 2878, 'foundation': 3349, 'system': 8046, 'strictness': 7831, 'halfscore': 3764, 'subordinates': 7889, 'entire': 2801, 'properly': 6262, 'catching': 1277, 'converse': 1761, 'smacked': 7444, 'sternness': 7745, 'consisted': 1708, 'speaking': 7591, 'realise': 6475, 'oblige': 5479, 'balance': 716, 'receiving': 6499, 'equals': 2818, 'nice': 5388, 'fellow': 3116, 'respects': 6719, 'stupid': 7871, 'situation': 7372, 'aroused': 535, 'incomparably': 4201, 'join': 4478, 'condescension': 1652, 'reflections': 6553, 'dumb': 2582, 'monosyllabic': 5195, 'sounds': 7570, 'earning': 2608, 'unfavourable': 8567, 'opportune': 5579, 'conversing': 1762, 'gaily': 3444, 'abruptly': 143, 'remarked': 6618, 'lied': 4744, 'outrageously': 5637, 'interspersed': 4373, 'pauses': 5799, 'slapped': 7404, 'leg': 4709, 'abramovich': 140, 'stepan': 7737, 'varlamovich': 8710, 'talked': 8075, 'fill': 3155, 'smoked': 7461, 'cigar': 1419, 'comfortable': 1557, 'reclining': 6511, 'recollect': 6515, 'reports': 6666, 'perceiving': 5848, 'mien': 5104, 'curt': 1969, 'imbued': 4120, 'amount': 380, 'tongue': 8318, 'permit': 5871, 'explained': 2957, 'frequent': 3379, 'inhuman': 4284, 'applied': 477, 'intermediation': 4368, 'conduct': 1655, 'petition': 5896, 'excellency': 2890, 'handful': 3776, 'perspiring': 5888, 'terribly': 8151, 'presumed': 6165, 'secretaries': 7080, 'untrustworthy': 8637, 'race': 6400, 'impudence': 4172, 'generation': 3501, 'neighbourhood': 5360, 'stamped': 7691, 'pitch': 5969, 'frightened': 3394, 'failed': 3016, 'staggered': 7679, 'limb': 4771, 'porters': 6072, 'support': 7959, 'insensible': 4309, 'gratified': 3661, 'surpassed': 7978, 'expectations': 2937, 'deprive': 2174, 'rated': 6448, 'staggering': 7680, 'storm': 7786, 'blowing': 975, 'wide': 9027, 'twinkling': 8492, 'blown': 976, 'quinsy': 6391, 'throat': 8245, 'unable': 8510, 'utter': 8671, 'fever': 3132, 'developed': 2243, 'malady': 4948, 'sick': 7308, 'pulse': 6314, 'prescribe': 6148, 'poultice': 6103, 'patient': 5784, 'beneficent': 869, 'aid': 302, 'predicted': 6135, 'pine': 5957, 'oak': 5465, 'expensive': 2947, 'lament': 4631, 'delirious': 2138, 'visions': 8796, 'incessantly': 4187, 'traps': 8396, 'robbers': 6838, 'pull': 6309, 'coverlet': 1854, 'fancied': 3047, 'listening': 4797, 'thorough': 8219, 'setting': 7169, 'curse': 1964, 'horrible': 3989, 'incoherent': 4198, 'breathed': 1077, 'heirs': 3879, 'inherit': 4280, 'bundle': 1138, 'goose': 3616, 'quills': 6389, 'quire': 6392, 'pairs': 5692, 'socks': 7499, 'buttons': 1173, 'burst': 1151, 'protected': 6276, 'omit': 5555, 'thrusting': 8258, 'pin': 5953, 'microscope': 5098, 'meekly': 5047, 'jibes': 4470, 'visitant': 8798, 'momentarily': 5188, 'cheered': 1363, 'thereafter': 8187, 'misfortune': 5148, 'descends': 2189, 'commanding': 1564, 'unsuccessful': 8629, 'handwriting': 3785, 'slanting': 7403, 'destined': 2220, 'raise': 6426, 'compensation': 1594, 'unexpectedly': 8564, 'gains': 3447, 'fantastic': 3052, 'ending': 2749, 'rumour': 6911, 'appearing': 468, 'kalinkin': 4520, 'vicinity': 8762, 'pretext': 6169, 'dragged': 2501, 'fox': 3354, 'adopted': 244, 'covering': 1852, 'inspired': 4323, 'scan': 7000, 'threatened': 8235, 'constant': 1715, 'complaints': 1603, 'poured': 6106, 'backs': 706, 'exposed': 2963, 'danger': 2006, 'dragging': 2502, 'punish': 6316, 'kirinshkin': 4564, 'lane': 4640, 'deeds': 2094, 'attempting': 635, 'frieze': 3391, 'retired': 6740, 'musician': 5278, 'summoned': 7932, 'enjoined': 2776, 'fast': 3066, 'draw': 2508, 'refresh': 6557, 'endure': 2756, 'nostril': 5432, 'holding': 3949, 'sneezed': 7481, 'wipe': 9061, 'vanished': 8695, 'positively': 6081, 'actually': 219, 'grip': 3697, 'watchmen': 8908, 'conceived': 1633, 'seize': 7104, 'living': 4812, 'screamed': 7042, 'hey': 3911, 'causing': 1287, 'timid': 8280, 'totally': 8344, 'neglected': 5357, 'history': 3937, 'compels': 1593, 'annihilated': 419, 'unpleasant': 8611, 'accessible': 169, 'reprimand': 6674, 'extent': 2975, 'learn': 4696, 'reported': 6665, 'startled': 7707, 'hearkened': 3854, 'reproaches': 6679, 'disagreeable': 2310, 'constrained': 1719, 'expansive': 2934, 'delightful': 2135, 'recipe': 6504, 'adventures': 254, 'extraction': 2984, 'karolina': 4525, 'appears': 469, 'footing': 3297, 'daughter': 2031, 'slightly': 7427, 'arched': 502, 'kiss': 4565, '_bon': 44, 'jour_': 4489, 'papa': 5712, 'reversing': 6760, 'procedure': 6209, 'stylish': 7878, 'younger': 9186, 'puzzles': 6352, 'coachman': 1515, 'wrapping': 9130, 'luxuriously': 4902, 'creep': 1893, 'accord': 179, 'giving': 3553, 'recalled': 6492, 'gay': 3489, 'mots': 5233, 'funny': 3428, 'surprising': 7982, 'heartily': 3860, 'gusts': 3741, 'whence': 8975, 'masses': 4995, 'sail': 6945, 'disentangle': 2351, 'clutch': 1510, 'turning': 8482, 'transcended': 8382, 'bounds': 1043, 'remarks': 6619, 'odour': 5517, 'reprimanded': 6675, 'pallid': 5699, 'fright': 3392, 'brave': 1064, 'manly': 4961, 'crisis': 1907, 'heroic': 3904, 'exterior': 2976, 'attack': 628, 'illness': 4101, 'shouted': 7279, 'unnatural': 8604, 'critical': 1909, 'tangible': 8081, 'emergency': 2714, 'flourished': 3254, 'whip': 8990, 'arrow': 549, 'scared': 7003, 'cloakless': 1486, 'direst': 2306, 'distress': 2406, 'intended': 4350, 'occurrence': 5509, 'learned': 4697, 'bearings': 790, 'apparition': 461, 'solicitous': 7524, 'reassure': 6487, 'asserted': 591, 'kolomen': 4593, 'arrest': 542, 'instantly': 4329, 'huge': 4025, 'moustaches': 5245, 'remote': 6630, 'fortunately': 3343, 'attacked': 629, 'inn': 4290, 'height': 3877, 'prescribed': 6149, 'sudorific': 7909, 'mustard': 5282, 'deftly': 2114, 'slid': 7424, 'coughing': 1824, 'drily': 2538, 'exhausted': 2925, 'feverishness': 3134, 'sleepless': 7415, 'glad': 3555, 'chat': 1350, 'freely': 3372, 'vigour': 8774, 'humour': 4045, 'openly': 5570, 'pouring': 6107, 'secrets': 7083, 'confession': 1662, 'anyway': 448, 'indulgent': 4244, 'weak': 8927, 'quavering': 6367, 'result': 6737, 'unmixed': 8603, 'berezov': 872, 'mylov': 5295, 'pavel': 5801, 'lukich': 4888, 'cleared': 1463, 'lent': 4718, 'thaws': 8169, 'preference': 6137, 'fond': 3286, 'butter': 1165, 'widow': 9029, 'miles': 5109, 'roads': 6826, 'expect': 2935, 'problematic': 6207, 'roll': 6853, 'sack': 6930, 'oatmeal': 5467, '_payment_': 90, 'kalliopin': 4521, 'provincial': 6291, 'commission': 1571, 'trap': 8395, 'shaggy': 7192, 'patients': 5785, 'aren': 512, 'rolling': 6855, 'riches': 6782, 'consideration': 1704, 'doesn': 2443, 'sneers': 7479, 'beard': 786, 'flicks': 3233, 'snatch': 7473, 'drugs': 2562, 'infernal': 4260, 'streams': 7814, 'watercourses': 8910, 'dyke': 2596, 'worst': 9120, 'thatched': 8166, 'meant': 5027, 'venerable': 8726, 'save': 6990, 'invalid': 4389, 'unconscious': 8525, 'heat': 3862, 'sisters': 7367, 'bled': 944, 'mixture': 5167, 'shaken': 7194, 'lovely': 4872, 'easier': 2616, 'maid': 4932, 'parlour': 5732, 'bottle': 1034, 'rum': 6909, 'groaning': 3702, 'worry': 9117, 'wake': 8854, 'tired': 8289, 'gently': 3520, 'snoring': 7484, 'wretch': 9139, 'apart': 450, 'stared': 7700, 'madam': 4913, 'cheek': 1360, 'shivering': 7252, 'pillow': 5952, 'calmed': 1205, 'waked': 8855, 'exasperated': 2885, 'energy': 2762, 'stupefied': 7869, 'afford': 270, 'disregard': 2389, 'practice': 6116, 'suffers': 7914, 'secondly': 7076, 'strongly': 7847, 'singularly': 7357, 'cultivated': 1948, 'excellent': 2891, 'education': 2651, 'worse': 9118, 'communications': 1581, 'brief': 1093, 'declare': 2081, 'coughed': 1823, 'bush': 1154, 'educated': 2650, 'clever': 1472, 'forgotten': 3328, 'latin': 4665, 'boast': 988, 'almighty': 343, 'aleksandra': 324, 'andreyevna': 400, 'sentiment': 7137, 'judgment': 4505, 'disconnected': 2334, 'obvious': 5498, 'embarrassment': 2703, 'calmer': 1206, 'passes': 5763, 'suspect': 7989, 'disease': 2349, 'indescribable': 4219, 'distracted': 2404, 'symptoms': 8042, 'reluctance': 6608, 'suspiciously': 7996, 'whispering': 9000, 'horrid': 3991, 'remedy': 6621, 'medical': 5039, 'prescriptions': 6150, 'jove': 4492, 'consultation': 1722, 'responsibility': 6723, 'rules': 6908, 'torture': 8338, 'sinks': 7359, 'add': 221, 'amusing': 389, 'deserve': 2196, 'gratitude': 3664, 'concealing': 1629, 'grown': 3715, 'forbid': 3304, 'resolutely': 6709, 'villain': 8780, 'sigh': 7317, 'languid': 4643, 'neighbours': 5362, 'meanwhile': 5029, 'eyebrows': 2994, 'associated': 603, 'smaller': 7446, 'level': 4729, 'pride': 6184, 'hindered': 3930, 'exceptionally': 2894, 'gratifying': 3663, 'lift': 4749, 'bursting': 1152, 'failing': 3017, 'swing': 8028, 'unwell': 8643, 'tossing': 8343, 'fall': 3034, 'stirring': 7763, 'image': 4112, 'dozed': 2493, 'intent': 4355, 'parted': 5738, 'merciful': 5077, 'heavens': 3867, 'beg': 826, 'honest': 3965, 'beseech': 873, 'disguise': 2355, 'leaned': 4691, 'elbow': 2673, 'stare': 7699, 'deserved': 2197, 'stretched': 7822, 'weeping': 8950, 'soothe': 7549, 'persisted': 5878, 'mad': 4912, 'killing': 4553, 'torturing': 8341, 'deceive': 2064, 'cure': 1956, 'blessing': 950, 'united': 8589, 'promised': 6251, 'cruel': 1930, 'reasons': 6486, 'painful': 5683, 'occurred': 5508, 'surname': 7977, 'needs': 5355, 'trifon': 8432, 'ivanich': 4446, 'muttered': 5285, 'disagreeably': 2311, 'swear': 8010, 'absolutely': 148, 'lingered': 4784, 'livid': 4811, '_is_': 61, 'hush': 4068, 'pretend': 6167, 'jumped': 4513, 'guessed': 3726, 'weary': 8938, 'blame': 930, 'crying': 1938, 'lawful': 4676, 'wedlock': 8943, 'dowry': 2491, 'akulina': 317, 'tempered': 8127, 'luckily': 4883, 'halfpenny': 3763, 'fiodor': 3175, 'superb': 7946, 'immensely': 4130, 'finer': 3166, 'eve': 2859, 'invited': 4411, 'connections': 1684, 'acquaintances': 205, 'intrigues': 4383, 'parents': 5729, 'innocently': 4294, 'outsider': 5639, 'spend': 7611, 'independently': 4218, 'stumbled': 7865, 'bliss': 957, 'attract': 649, 'birth': 912, 'serious': 7151, 'festivities': 3127, 'instant': 4328, 'brows': 1119, 'knitted': 4580, 'bored': 1025, 'bravely': 1065, 'sustaining': 7998, 'brain': 1055, 'racking': 6404, 'recommendation': 6520, 'protection': 6277, '_con': 49, 'amore_': 379, 'politeness': 6054, 'cigars': 1422, 'bird': 910, 'feathers': 3096, 'compelled': 1592, 'stroking': 7844, 'stroked': 7842, 'assiduously': 596, 'stroke': 7841, 'guest': 3727, 'interested': 4362, 'julian': 4511, 'mastakovich': 4996, 'hostess': 4002, 'wining': 9055, 'hovering': 4015, 'noticed': 5442, 'glisten': 3574, 'uncomfortable': 8523, 'remarkably': 6617, 'unoccupied': 8607, 'conservatory': 1700, 'resemble': 6698, 'elders': 2677, 'notwithstanding': 5447, 'efforts': 2658, 'mothers': 5228, 'governesses': 3629, 'jiffy': 4471, 'denuded': 2161, 'sweet': 8014, 'particularly': 5747, 'lad': 4618, 'curly': 1961, 'stubbornly': 7855, 'aiming': 305, 'gun': 3738, 'sister': 7366, 'cupid': 1955, 'thoughtful': 8225, 'dreamy': 2525, 'offended': 5522, 'withdrawn': 9074, 'doll': 2450, 'wealthy': 8932, 'awe': 691, 'item': 4440, 'issuing': 4437, 'insipid': 4313, 'chatter': 1352, 'concentrated': 1634, 'admiration': 235, 'shrewdness': 7290, 'dispensing': 2375, 'gifts': 3542, 'rubied': 6897, 'handsomest': 3784, 'graded': 3638, 'scale': 6998, 'stations': 7716, 'chap': 1330, 'freckled': 3368, 'illustrations': 4109, 'tail': 8057, 'governess': 3628, 'nankeen': 5311, 'jacket': 4451, 'intimidated': 4377, 'circled': 1425, 'toys': 8357, 'individuality': 4238, 'struggling': 7853, 'assertion': 592, 'toy': 8356, 'anxious': 440, 'fawn': 3085, 'apple': 473, 'puffy': 6308, 'urchin': 8657, 'crammed': 1871, 'sweets': 8016, 'youngster': 9188, 'pickaback': 5930, 'stay': 7721, 'impudent': 4173, 'pummelling': 6315, 'interfering': 4367, 'games': 3462, 'crept': 1894, 'busily': 1158, 'dozing': 2495, 'dowered': 2484, 'slipped': 7432, 'noisy': 5416, 'secluded': 7074, 'escaped': 2832, 'eagerly': 2599, 'counting': 1837, 'thirteen': 8211, 'per': 5845, 'cent': 1298, 'assume': 606, 'hm': 3942, 'shrewd': 7289, 'gets': 3533, 'eight': 2665, 'suppose': 7961, 'above': 137, 'spied': 7617, 'plants': 5986, 'quivering': 6398, 'excitement': 2901, 'calculations': 1196, 'upset': 8652, 'conquered': 1688, 'standstill': 7697, 'cast': 1269, 'bride': 1089, 'move': 5250, 'toward': 8350, 'guilty': 3732, 'tip': 8287, 'toe': 8302, 'shriek': 7291, 'pinching': 5956, 'askance': 573, 'quailed': 6355, 'brow': 1117, 'dolls': 2453, 'weakly': 8929, 'rags': 6414, 'sternly': 7744, 'dropping': 2553, 'paroxysm': 5733, 'faint': 3020, 'inaudible': 4181, 'visit': 8797, 'verge': 8736, 'sobbed': 7493, 'playmates': 6002, 'straightened': 7795, 'respectable': 6716, 'sidled': 7316, 'lobster': 4825, 'embarrass': 2701, 'presumably': 6163, 'annoyed': 424, 'ardour': 508, 'dignity': 2278, 'lured': 4896, 'greedy': 3675, 'eagerness': 2600, 'worthy': 9123, 'witnessed': 9080, 'flushed': 3263, 'vexation': 8754, 'venom': 8729, 'retreated': 6743, 'stealing': 7727, 'fruit': 3412, 'freckle': 3367, 'likes': 4768, 'desperate': 2211, 'resort': 6711, 'crawled': 1878, 'persecutor': 5877, 'infuriated': 4276, 'lash': 4651, 'corpulent': 1804, 'cheeked': 1361, 'paunch': 5795, 'ankles': 417, 'nuts': 5464, 'perspired': 5887, 'panted': 5710, 'dislike': 2364, 'jealousy': 4459, 'madman': 4918, 'oblivious': 5481, 'immense': 4129, 'elbows': 2674, 'dangling': 2009, 'adjust': 232, 'liberty': 4736, 'presuming': 6166, 'behalf': 836, 'philip': 5913, 'alexeyevich': 327, 've': 8717, 'inquiries': 4300, 'vacancies': 8675, 'greater': 3669, 'unobtrusive': 8606, 'naughty': 5330, 'wryly': 9157, 'control': 1755, 'sidelong': 7312, 'odd': 5512, 'laughter': 4672, 'fathers': 3076, 'fulsome': 3421, 'waxed': 8922, 'ecstatic': 2638, 'breeding': 1081, 'laying': 4680, 'flatter': 3223, 'restrain': 6732, 'delight': 2132, 'contagious': 1727, 'shared': 7211, 'disturb': 2416, 'surcharged': 7968, 'profoundest': 6234, 'depths': 2177, 'choicest': 1403, 'courtesy': 1847, 'unfeigned': 8568, 'enthusiasm': 2798, 'scattered': 7007, 'decorously': 2088, 'veneration': 8727, 'extol': 2980, 'venomous': 8730, 'profoundly': 6235, 'shocked': 7254, 'intentional': 4357, 'indiscretion': 4233, 'concourse': 1647, 'dreary': 2526, 'drizzling': 2547, 'rain': 6423, 'bellied': 854, 'fussed': 3440, 'orders': 5599, 'arranged': 538, 'pushed': 6342, 'spring': 7656, 'commencing': 1568, 'sad': 6935, 'recent': 6500, 'classic': 1450, 'severity': 7180, 'imparted': 4138, 'sadness': 6939, 'shone': 7258, 'innocence': 4292, 'inexpressibly': 4253, 'naïve': 5333, 'unsettled': 8621, 'plead': 6005, 'mercy': 5079, 'gossiping': 3623, 'correct': 1805, 'leo': 4719, 'vladimir': 8810, 'dmitrich': 2435, 'aksionov': 315, 'singing': 7353, 'riotous': 6809, 'drinking': 2540, 'summer': 7930, 'nizhny': 5405, 'bade': 710, 'spree': 7655, 'dreamt': 2524, 'sell': 7112, 'goods': 3615, 'presents': 6156, 'travelled': 8398, 'adjoining': 230, 'driver': 2545, 'landlord': 4638, 'cottage': 1819, 'bill': 904, 'journey': 4491, 'rested': 6727, 'awhile': 695, 'passage': 5760, 'ordering': 5597, 'heated': 3863, 'guitar': 3734, 'troika': 8442, 'tinkling': 8284, 'bells': 856, 'alighted': 330, 'questioning': 6379, 'thief': 8197, 'unstrapped': 8627, 'luggage': 4887, 'searched': 7062, 'knife': 4579, 'bag': 712, 'blood': 965, 'stammered': 7690, 'betray': 888, 'killed': 4552, 'swore': 8036, 'broken': 1110, 'bind': 908, 'cart': 1262, 'tied': 8271, 'nearest': 5338, 'imprisoned': 4168, 'enquiries': 2785, 'merchants': 5076, 'inhabitants': 4279, 'trial': 8424, 'murdering': 5269, 'ryazan': 6926, 'baby': 703, 'jail': 4453, 'begging': 830, 'prison': 6198, 'chains': 1310, 'thieves': 8198, 'criminals': 1902, 'innocent': 4293, 'perish': 5865, 'downcast': 2486, 'vanya': 8701, 'dearest': 2053, 'hiding': 3918, 'weep': 8948, 'appeal': 463, 'petitions': 5897, 'prayed': 6123, 'condemned': 1649, 'flogged': 3246, 'mines': 5127, 'knot': 4584, 'wounds': 9128, 'healed': 3845, 'siberia': 7307, 'convicts': 1770, 'convict': 1768, 'mirth': 5143, 'stooped': 7779, 'earned': 2606, 'saints_': 6948, 'sundays': 7939, 'lessons': 4723, 'sang': 6967, 'choir': 1404, 'authorities': 668, 'meekness': 5048, 'prisoners': 6200, 'spokesman': 7643, 'quarrels': 6362, 'gang': 3467, 'towns': 8355, 'villages': 8779, 'sentenced': 7135, 'newcomers': 5380, 'cropped': 1918, 'arrested': 543, 'accused': 190, 'quicker': 6383, 'rights': 6803, 'eh': 2664, 'makar': 4942, 'semyonich': 7116, 'aksionovs': 316, 'sinner': 7360, 'ourselves': 5626, 'gran': 3641, 'dad': 1991, 'unjustly': 8596, '_own_': 87, 'knee': 4574, 'lads': 4621, 'maybe': 5014, 'rumours': 6912, 'hid': 3912, 'awake': 684, 'unhappy': 8580, 'executioner': 2918, 'premature': 6141, 'kill': 4551, 'anger': 407, 'vengeance': 8728, 'repeating': 6652, 'prayers': 6125, 'peace': 5809, 'fortnight': 3340, 'miserable': 5146, 'earth': 2611, 'shelves': 7235, 'shelf': 7231, 'dug': 2576, 'hole': 3951, 'rid': 6785, 'emptying': 2735, 'blab': 923, 'll': 4817, 'flog': 3245, 'enemy': 2759, 'escape': 2831, 'convoy': 1774, 'tunnel': 8474, 'governor': 3631, 'questioned': 6377, 'denied': 2159, 'unconcerned': 8524, 'ruined': 6904, 'wrongly': 9153, 'digging': 2276, 'peered': 5826, 'released': 6600, 'nowhere': 5455, 'christ': 1411, 'sob': 7492, 'longing': 4848, 'hoped': 3979, 'confessed': 1661, 'guilt': 3730, 'shchedrin_': 7222, 'transported': 8394, 'uninhabited': 8585, 'isle': 4433, 'carpet': 1255, 'records': 6526, 'consequently': 1699, 'hadn': 3753, 'assurances': 610, 'esteem': 2843, 'humble': 4036, 'abolished': 131, 'services': 7164, 'migrated': 5107, 'podyacheskaya': 6028, 'pension': 5839, 'couldn': 1826, 'dreaming': 2522, 'shirt': 7248, 'hanging': 3787, 'coffee': 1526, 'bethought': 886, 'supposing': 7963, 'east': 2618, 'west': 8963, 'ascertain': 566, 'north': 5427, 'teacher': 8104, 'school': 7016, 'reserves': 6702, 'cleverer': 1473, 'fruits': 3414, 'plucked': 6019, 'tearing': 8110, 'brook': 1112, 'swarming': 8007, 'wouldn': 9126, 'watered': 8911, 'woods': 9100, 'partridges': 5754, 'grouse': 3709, 'hares': 3804, 'abundance': 157, 'food': 3290, 'tremendously': 8420, '_moscow': 80, 'gazette_': 3493, 'stomachs': 7773, 'partly': 5751, 'enjoying': 2779, 'fishes': 3191, 'pabulum': 5669, 'original': 5610, 'swims': 8026, 'grows': 3716, 'rejoined': 6590, 'breakfast': 1070, 'rolls': 6856, 'deduced': 2090, 'eat': 2622, 'pheasant': 5908, 'roast': 6833, 'swarmed': 8006, 'flocks': 3244, 'pheasants': 5909, 'ducks': 2573, 'herds': 3897, 'porklings': 6069, 'juicy': 4510, 'tenderly': 8139, 'garnished': 3476, 'deliciously': 2131, 'olives': 5545, 'capers': 1228, 'pickles': 5933, 'devour': 2252, 'gloves': 3586, 'mellow': 5054, 'fixedly': 3205, 'boding': 993, 'chattered': 1353, 'issued': 4436, 'breasts': 1074, 'frenzy': 3378, 'yelling': 9174, 'colleague': 1537, 'entertain': 2794, 'murder': 5265, 'explain': 2956, 'sun': 7936, 'rises': 6814, 'sets': 7168, 'reverse': 6758, 'doings': 2448, 'halt': 3768, 'sustain': 7997, 'juices': 4509, 'generate': 3500, 'consumed': 1724, 'topic': 8325, 'invariably': 4392, 'reverted': 6761, 'recollecting': 6517, 'banquet': 738, 'mayor': 5016, 'magnificence': 4928, 'exceeded': 2887, 'remotest': 6632, 'provinces': 6290, 'feast': 3094, 'gods': 3604, 'costliest': 1816, 'sturgeon': 7874, 'sheksna': 7230, 'caucasian': 1283, 'rendezvous': 6639, 'strawberries': 7807, 'seldom': 7107, 'latitude': 4666, 'sheer': 7228, 'desperation': 2213, 'snatched': 7474, 'correspondent': 1810, 'tula': 8469, 'informs': 4273, 'upa': 8645, 'event': 2864, 'oldest': 5542, 'club': 1506, 'prime': 6187, 'platter': 5995, 'vinegar': 8781, 'bunch': 1137, 'parsley': 5735, 'acted': 211, 'toast': 8300, 'sauces': 6986, 'unusually': 8641, 'delicate': 2129, '_gazette_': 54, 'viatka': 8759, 'highly': 3922, 'codfish': 1525, '_lota': 71, 'vulgaris_': 8834, 'beaten': 794, 'rod': 6847, 'liver': 4809, 'swells': 8020, 'minds': 5124, 'beefsteak': 813, 'irresistible': 4427, 'painfully': 5684, 'yearning': 9168, 'taught': 8097, 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'beer': 815, 'mead': 5019, 'alas': 321, 'scaffolding': 6997, 'ropes': 6873, 'roofs': 6867, 'paint': 5688, 'crawl': 1877, 'scorned': 7028, 'constructing': 1721, 'ship': 7246, 'vessel': 8748, 'dog': 2444, 'drown': 2557, 'raft': 6410, 'falling': 3036, 'waves': 8920, 'preparations': 6144, 'swan': 8005, 'couch': 1821, 'rowed': 6888, 'shore': 7266, 'seasick': 7068, 'storms': 7787, 'scolded': 7025, 'coarse': 1517, 'idleness': 4089, 'rowing': 6889, 'herring': 3906, 'neva': 5373, 'catherine': 1280, 'canal': 1214, 'bureau': 1141, 'whiskey': 8997, 'kopeks': 4597, 'rejoice': 6587, 'korlenko': 4598, 'elapsed': 2671, 'judges': 4503, 'acclaim': 172, 'athenian': 621, 'sentence': 7134, 'destroy': 2222, 'gadfly': 3443, 'athens': 623, 'stings': 7759, 'prevent': 6173, 'sting': 7758, 'pricks': 6183, 'arouses': 536, 'napping': 5313, 'exasperation': 2886, 'cruelly': 1932, 'demanded': 2146, 'perchance': 5850, 'accusers': 191, 'meletus': 5053, 'anytus': 447, 'citizens': 1433, 'whither': 9010, 'doctrines': 2440, 'tend': 8136, 'wrought': 9155, 'overthrows': 5655, 'beliefs': 849, 'divinity': 2431, 'hitherto': 3941, 'blasphemer': 936, 'deems': 2096, 'wiser': 9065, 'twere': 8487, 'flare': 3216, 'unjust': 8595, 'wanton': 8875, 'lust': 4898, 'wives': 9082, 'ancestors': 393, 'souls': 7564, 'forefathers': 3313, 'accomplish': 177, 'olympians': 5548, 'paled': 5696, 'joint': 4480, 'impious': 4151, 'blue': 978, 'twilight': 8490, 'restless': 6729, 'countenances': 1833, 'shine': 7242, 'mild': 5108, 'figure': 3149, 'courageously': 1843, 'dangers': 2008, 'potidæa': 6101, 'committing': 1575, 'executing': 2916, 'arginusæe': 514, 'tyrants': 8503, 'fifteen': 3144, 'market': 4973, 'concerning': 1639, 'shepherd': 7236, 'flock': 3242, 'watches': 8904, 'reduce': 6540, 'ruler': 6907, 'investigate': 4401, 'solitary': 7526, 'undefended': 8530, 'youths': 9195, 'kindled': 4556, 'dispersing': 2378, 'athenians': 622, 'oppressed': 5585, 'sophroniscus': 7551, 'harbour': 3797, 'glow': 3587, 'purple': 6332, 'sails': 6946, 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5471, 'pupil': 6323, 'agreed': 295, 'including': 4197, '_we_': 111, 'untruth': 8638, 'premise': 6142, 'conclusion': 1643, 'mustn': 5283, 'logical': 4839, 'erring': 2828, 'tossed': 8342, 'roared': 6831, 'dully': 2581, 'load': 4819, 'whimsical': 8987, 'mournful': 5241, 'stirred': 7762, 'ships': 7247, 'timidly': 8281, 'awakened': 686, 'messenger': 5088, 'darkened': 2019, 'sinking': 7358, 'cup': 1953, 'shrouded': 7297, 'veil': 8722, 'mist': 5154, 'tugging': 8468, 'vessels': 8749, 'delayed': 2123, 'erinyes': 2824, 'songs': 7542, 'whipped': 8991, 'tempest': 8128, 'overwhelm': 5658, 'denouncers': 2160, 'stirrings': 7764, 'regret': 6574, 'fleeing': 3228, 'sombre': 7531, 'attire': 647, 'reproach': 6677, 'resist': 6707, 'resentment': 6700, 'ye': 9165, 'unsatiable': 8617, 'tormentor': 8333, 'torment': 8331, 'stung': 7867, 'committed': 1573, 'erased': 2821, 'xenophon': 9160, 'marching': 4970, 'land': 4635, 'fatherland': 3074, 'critobulus': 1913, 'apollodorus': 457, 'parchment': 5724, 'disciple': 2324, 'busy': 1163, 'inscribing': 4307, 'teachings': 8107, 'sage': 6943, 'intellect': 4345, 'illumines': 4107, 'torch': 8329, 'impetuous': 4149, 'ctesippus': 1940, 'sole': 7517, 'clinias': 1482, 'exemplar': 2920, 'mindedness': 5123, 'indifferently': 4227, 'harmony': 3810, 'attractive': 651, 'graceful': 3636, 'harmonious': 3808, 'stormy': 7788, 'temperament': 8125, 'serenity': 7146, 'virginal': 8787, 'doubts': 2481, 'bud': 1127, 'opens': 5571, 'winds': 9049, 'hearth': 3859, 'oppressive': 5587, 'stillness': 7756, 'repugnance': 6684, 'burned': 1147, 'incense': 4185, 'offerings': 5528, 'sacrificed': 6933, 'shrieking': 7293, 'clamoured': 1439, 'execution': 2917, 'argunisæ': 518, 'opposed': 5583, 'champion': 1321, 'defend': 2107, 'blamed': 931, 'daughters': 2032, 'nereus': 5364, 'bewailing': 893, 'folly': 3285, 'frenzied': 3377, 'rocky': 6846, 'coast': 1519, 'growl': 3713, 'booming': 1013, 'sounded': 7566, 'dirge': 2307, 'ego': 2660, 'afflicting': 269, 'giant': 3537, 'mountain': 5237, 'heaving': 3871, 'immeasurable': 4126, 'wings': 9054, 'starry': 7703, 'vault': 8716, 'flecked': 3225, 'flying': 3268, 'disclose': 2329, 'ignorant': 4096, 'remove': 6633, 'lids': 4742, 'mountains': 5238, 'invariable': 4391, 'ceaselessly': 1292, 'invisibly': 4408, 'slumbering': 7441, 'unconsciously': 8526, 'roaring': 6832, 'whirr': 8995, 'rustling': 6924, 'stream': 7812, 'wisps': 9071, 'flickered': 3232, 'rocks': 6845, 'unaccompanied': 8511, 'flared': 3217, 'crag': 1869, 'peaks': 5813, 'illumination': 4105, 'emphasised': 2721, 'disclosed': 2330, 'outlines': 5634, 'deserts': 2195, 'gorges': 3619, 'crawling': 1879, 'serpents': 7157, 'heights': 3878, 'chaos': 1328, 'joyous': 4495, 'haunt': 3828, 'groves': 3710, 'purling': 6331, 'brooks': 1113, 'valleys': 8687, 'fled': 3226, 'pan': 5703, 'mysterious': 5298, 'nearby': 5336, 'ant': 431, 'blasphemously': 938, 'senseless': 7128, 'floodtide': 3251, 'overwhelms': 5661, 'rock': 6842, 'revelation': 6751, 'threshold': 8240, 'melt': 5056, 'unending': 8559, 'inconceivable': 4204, 'glare': 3561, 'slope': 7438, 'climbing': 1480, 'upward': 8655, 'cheerless': 1368, 'relieve': 6603, 'elpidias': 2692, 'formerly': 3335, 'richest': 6783, 'tanner': 8082, 'slaves': 7409, 'poet': 6031, 'slave': 7407, 'hades': 3751, 'marvel': 4988, 'wander': 8867, 'overcome': 5646, 'bemoan': 862, 'joys': 4497, 'fleeting': 3229, 'plunged': 6021, 'earthly': 2612, 'tread': 8406, 'hesitation': 3910, 'ray': 6459, 'aware': 689, 'distressing': 2408, 'undoubtedly': 8551, 'dismal': 2365, 'law': 4675, 'source': 7573, '_i_': 58, 'abandon': 117, 'pathless': 5781, 'fold': 3277, 'envelop': 2806, 'greedily': 3674, 'absorbing': 151, 'socratic': 7501, 'speech': 7606, 'shortens': 7268, 'hercules': 3896, 'seeks': 7097, 'produces': 6223, 'maintained': 4937, 'burial': 1143, 'magnificently': 4930, 'wanderer': 8869, 'washed': 8896, 'sprinkled': 7660, 'smelling': 7451, 'balsam': 724, 'larissa': 4650, 'garments': 3475, 'weave': 8940, 'amphora': 382, 'crater': 1875, 'decorated': 2086, 'handles': 3780, 'bronze': 1111, 'vial': 8758, 'converted': 1764, 'minas': 5120, 'drachmas': 2498, 'drinks': 2541, 'envy': 2811, 'responded': 6721, 'pained': 5682, 'straying': 7809, 'assembly': 589, 'befall': 819, 'sorrier': 7552, 'perceive': 5846, 'brightness': 1098, 'misty': 5161, 'region': 6572, 'orcus': 5593, 'mistaken': 5156, 'folds': 3279, 'pompous': 6056, 'clearer': 1464, 'ahead': 300, 'scoffing': 7024, 'compare': 1585, 'godless': 3601, 'agesilaus': 283, 'dyed': 2594, 'rogue': 6850, 'wasn': 8899, 'proteus': 6280, 'wily': 9043, 'profanation': 6225, 'unheard': 8582, 'compares': 1587, 'destructive': 2227, 'dropsy': 2555, 'abdomen': 121, 'physician': 5923, 'corinth': 1796, 'vanquish': 8699, 'quenched': 6371, 'flame': 3211, 'wicked': 9023, 'bellowed': 855, 'steer': 7735, 'slaughterer': 7406, 'begged': 829, 'parcæ': 5725, 'conclude': 1640, 'pleasanter': 6008, 'crafty': 1868, 'enrage': 2786, 'destroyer': 2224, 'didn': 2263, 'treat': 8407, 'considerately': 1703, 'quarrel': 6360, 'comparisons': 1589, 'hurt': 4065, 'shape': 7206, 'odds': 5514, 'abandoning': 119, 'cheated': 1357, 'depends': 2170, 'throughout': 8253, 'demands': 2148, 'reminds': 6626, 'luck': 4882, 'traffic': 8368, 'hides': 3917, 'hermes': 3901, 'calves': 1208, 'calf': 1198, 'bah': 714, 'oaths': 5466, 'abandoned': 118, 'hecatomb': 3873, 'whereas': 8979, 'promises': 6252, 'vows': 8830, 'cattle': 1282, 'trade': 8364, 'mina': 5119, 'sufficed': 7916, 'reckoned': 6509, 'remnants': 6628, 'meals': 5022, 'miscalculated': 5144, 'piety': 5946, 'surplus': 7979, 'fortunate': 3342, 'damages': 1999, 'unhand': 8578, 'citizen': 1432, 'hellish': 3882, 'approve': 494, 'sacrifices': 6934, 'examine': 2881, 'motives': 5232, 'investigation': 4403, 'philosophers': 5915, 'sophistry': 7550, 'ha': 3746, 'wickedly': 9024, 'righteously': 6800, 'majority': 4941, 'm_': 4908, '_you_': 115, 'rational': 6450, 'arises': 523, 'agreeing': 296, 'wherein': 8981, 'consists': 1710, 'homer': 3961, 'ares': 513, 'pallas': 5698, 'athene': 620, 'mornings': 5217, 'enormous': 2782, 'raises': 6428, 'athlete': 624, 'theophantes': 8185, 'towered': 8353, 'pericles': 5860, 'agree': 293, 'arrows': 550, 'trust': 8457, 'seduced': 7090, 'brute': 1125, 'lustfulness': 4899, 'insulting': 4343, 'scoundrel': 7032, 'zeus': 9201, 'cronos': 1916, 'war': 8877, 'brutal': 1124, 'hera': 3895, 'virgins': 8788, 'convert': 1763, 'inachos': 4180, 'cow': 1855, 'apollo': 456, 'niobe': 5403, 'callenius': 1201, 'steal': 7726, 'bulls': 1135, 'build': 1128, 'altars': 354, 'blaspheme': 935, 'acts': 217, 'judged': 4502, 'mark': 4971, 'divine': 2429, 'test': 8156, 'measures': 5033, 'follows': 3284, 'principle': 6193, 'condemns': 1650, 'deceptive': 2070, 'phantoms': 5907, 'creations': 1887, 'footed': 3296, 'takes': 8066, 'captive': 1237, 'confound': 1672, 'awaken': 685, 'waver': 8917, 'wrathful': 9134, 'inflict': 4265, 'arguments': 517, 'conclusions': 1644, 'milesian': 5110, 'allegories': 335, 'relaxation': 6597, 'unprofitable': 8613, 'ancient': 395, 'miletus': 5111, 'attacks': 631, 'wisest': 9066, 'precious': 6131, 'overtaken': 5653, 'worthless': 9122, 'stars': 7704, 'howl': 4020, 'beasts': 792, 'racked': 6403, 'inhospitable': 4283, 'obscure': 5482, 'loomed': 4855, 'realisation': 6474, 'resembles': 6699, 'hazy': 3835, 'hover': 4013, 'revived': 6762, 'wanderings': 8871, 'discerned': 2322, 'banished': 729, 'recollections': 6519, 'awoke': 698, 'nomads': 5417, 'dreams': 2523, 'endeavoured': 2745, 'lure': 4895, 'clay': 1456, 'embraced': 2708, 'wet': 8964, 'destroyed': 2223, 'vile': 8777, 'defamation': 2102, 'longings': 4849, 'reverenced': 6755, 'kernel': 4540, 'teaching': 8106, 'resides': 6704, 'staff': 7676, 'break': 1069, 'countries': 1838, 'cities': 1431, 'ways': 8925, 'seas': 7067, 'courses': 1845, 'pilgrim': 5950, 'limitless': 4778, 'faster': 3068, 'hospitable': 3998, 'greet': 3679, 'traveller': 8399, 'kidnapped': 4549, 'detect': 2234, 'traces': 8360, 'imperfection': 4147, 'wickedness': 9025, 'investigating': 4402, 'dust': 2587, 'shelterless': 7234, 'tradition': 8366, 'finds': 3164, 'imperfect': 4146, 'destroys': 2225, 'cunning': 1952, 'penetrate': 5832, 'unnecessary': 8605, 'beam': 780, 'vapoury': 8703, 'luminous': 4891, 'genii': 3507, 'process': 6213, 'thicker': 8196, 'foggy': 3276, 'separated': 7141, 'chased': 1348, 'endlessly': 2751, 'peak': 5812, 'ravine': 6457, 'zenith': 9200, 'rays': 6460, 'vale': 8683, 'dread': 2515, 'motion': 5229, 'limit': 4775, 'parting': 5748, 'beginnings': 833, 'struggle': 7851, 'attain': 632, 'crown': 1929, 'endeavours': 2747, 'ability': 124, 'endured': 2757, 'tolerably': 8311, 'instructive': 4337, 'trembles': 8416, 'nigh': 5392, 'hurled': 4059, 'bolt': 1005, 'bottomless': 1037, 'olympian': 5547, 'mists': 5160, 'powers': 6114, 'ascendant': 563, 'discern': 2321, 'halo': 3767, 'older': 5541, 'encircled': 2738, 'winging': 9053, 'eddies': 2639, 'hurricane': 4060, 'leaves': 4703, 'lashed': 4652, 'boreas': 1024, 'minor': 5129, 'spaces': 7578, 'embrace': 2707, 'admitted': 242, 'dreadful': 2517, 'deductions': 2092, 'threatening': 8236, 'godhead': 3600, 'spake': 7582, 'strives': 7840, 'immortal': 4134, 'unbelief': 8518, 'commands': 1566, 'recompense': 6521, 'enjoyed': 2778, 'solve': 7530, 'prefer': 6136, 'cowardly': 1856, 'hypocrisy': 4074, 'searchings': 7066, 'crags': 1870, 'shock': 7253, 'thundering': 8265, 'peal': 5814, 'enthroned': 2797, 'sighs': 7320, 'bowels': 1047, 'chained': 1309, 'titans': 8292, 'questioner': 6378, 'thunder': 8261, 'animal': 413, 'amazed': 364, 'lybian': 4904, 'tamer': 8080, 'fearless': 3090, 'scepticism': 7012, 'olympus': 5549, 'carrying': 1261, 'discourse': 2338, 'academies': 162, 'promenades': 6247, 'immortals': 4136, 'thou': 8222, 'daemon': 1992, 'forced': 3308, 'emanates': 2698, 'offering': 5527, 'ripe': 6810, 'kindling': 4557, 'gift': 3540, 'deepest': 2099, 'seed': 7093, 'sowed': 7575, 'crises': 1906, 'prevents': 6175, 'obediently': 5470, 'command': 1561, 'glimmer': 3570, 'stronger': 7846, 'interfere': 4365, 'breaks': 1072, 'smokes': 7462, 'shines': 7243, 'questing': 6374, 'extinguishing': 2979, 'searcher': 7063, 'altar': 353, 'solution': 7529, 'harken': 3805, 'kills': 4554, 'branch': 1059, 'fires': 3182, 'howling': 4022, 'arrogant': 548, 'renounce': 6643, 'humility': 4042, 'adornment': 247, 'shelter': 7233, 'credulous': 1892, 'departed': 2162, 'worm': 9113, 'pitiful': 5971, 'vivify': 8809, 'digger': 2275, 'dung': 2584, 'soiled': 7510, 'smut': 7469, 'architect': 503, 'temple': 8129, 'base': 762, 'disavow': 2319, 'unsolved': 8626, 'deprived': 2175, '_this_': 103, 'gnawed': 3590, 'refuge': 6558, 'folded': 3278, 'pinions': 5959, 'torrents': 8336, 'streamed': 7813, 'incessant': 4186, 'floods': 3250, 'deluge': 2142, 'unquenchable': 8615, 'silenced': 7331, 'thunderbolts': 8262, 'burden': 1140, 'unendurable': 8560, 'anguish': 411, 'belongs': 858, 'builder': 1129, 'structure': 7850, 'digs': 2280, 'destruction': 2226, 'stately': 7711, 'edifice': 2643, 'purified': 6330, 'erect': 2822, 'throne': 8248, 'restlessly': 6730, 'disavowal': 2320, 'soot': 7548, 'sunbeam': 7937, 'falls': 3037, 'filthy': 3158, 'puddle': 6304, 'vapour': 8702, 'mud': 5259, 'melts': 5058, 'dissolves': 2395, 'ether': 2851, 'laden': 4619, 'aspired': 583, 'bloodless': 966, 'absorb': 149, 'absorbs': 152, 'evaporating': 2858, 'ghosts': 3536, 'bar': 740, 'fathom': 3077, 'abrupt': 142, 'egis': 2659, 'weakened': 8928, 'thunderer': 8264, 'sounding': 7567, 'clefts': 1469, 'spectacle': 7603, 'godly': 3602, 'floated': 3240, 'azure': 699, 'ornaments': 5616, 'hem': 3889, 'festive': 3126, 'ravines': 6458, 'cleft': 1468, 'vanishing': 8696, 'gleaming': 3567, 'distinctly': 2400, 'tiniest': 8282, 'blade': 929, 'grass': 3656, 'balmy': 723, 'invisible': 4407, 'radiant': 6407, 'ecstasy': 2637, 'impulse': 4175, 'recital': 6505, 'vsevolod': 8832, 'semyon': 7115, 'ivanov': 4447, 'track': 8361, 'walker': 8859, 'hut': 4070, 'versts': 8745, 'railroad': 6418, 'darkly': 2020, 'forest': 3320, 'dwellings': 2592, 'huts': 4071, 'walkers': 8860, 'shattered': 7219, 'roasted': 6834, 'famished': 3044, 'marches': 4969, 'bullets': 1134, 'whizzed': 9012, 'regiment': 6569, 'firing': 3184, 'skirmishing': 7391, 'turks': 8479, 'hostile': 4003, 'armies': 527, 'morn': 5215, 'steady': 7725, 'thrice': 8242, 'daily': 1994, 'steaming': 7732, 'camp': 1210, 'hummed': 4043, 'rattled': 6452, 'viciously': 8764, 'hot': 4004, 'campaign': 1211, 'limbs': 4773, 'unbroken': 8519, 'crippled': 1905, 'rheumatism': 6776, 'plough': 6017, 'rheumatic': 6775, 'village': 8778, 'stayed': 7722, 'kherson': 4545, 'donshchina': 2464, 'ride': 6787, 'engine': 2768, 'idiot': 4086, 'kursk': 4605, 'firewood': 3183, 'yard': 9161, 'swept': 8021, 'platform': 5992, 'trolley': 8444, 'garden': 3473, 'legacy': 4710, 'dessiatin': 2219, 'ploughed': 6018, 'railway': 6420, 'embankment': 2700, 'farming': 3057, 'purchasing': 6326, 'stores': 7784, 'flag': 3209, 'horn': 3987, 'screw': 7044, 'wrench': 9137, 'crow': 1925, 'spade': 7579, 'broom': 1114, 'bolts': 1006, 'regulations': 6579, 'section': 7084, 'bench': 863, 'rails': 6419, 'rumble': 6910, 'spelling': 7610, 'trains': 8374, 'infrequent': 4274, 'verst': 8744, 'twice': 8488, 'affairs': 262, 'drawback': 2509, 'inspector': 4321, 'muscular': 5275, 'midway': 5103, 'neighbour': 5359, 'talkative': 8074, 'vasily': 8713, 'stepanych': 7738, 'knocked': 4582, 'ashes': 570, 'rail': 6415, 'crueller': 1931, 'beast': 791, 'wolf': 9085, 'eats': 2625, 'greed': 3673, 'tries': 8428, 'quick': 6381, 'suffer': 7910, 'temper': 8124, 'cutting': 1984, 'discussed': 2346, 'topics': 8326, 'cannibals': 1221, 'devouring': 2254, 'sucking': 7905, 'husks': 4069, 'feed': 3107, 'pigs': 5947, 'lighting': 4756, 'decides': 2073, 'coach': 1513, 'worker': 9106, 'twig': 8489, 'cabbages': 1184, 'dig': 2273, 'roots': 6872, 'pulling': 6311, 'bloody': 968, 'personages': 5881, 'inquiry': 4302, 'ballast': 720, 'levelled': 4730, 'sleepers': 7413, 'spikes': 7618, 'posts': 6094, 'sand': 6964, 'crossings': 1922, 'neighbouring': 5361, 'weed': 8945, 'mended': 5066, 'kaftan': 4519, 'cleaned': 1458, 'polished': 6051, 'plate': 5990, 'levers': 4731, 'hum': 4029, 'squeaked': 7669, 'soldierly': 7514, 'repair': 6646, '164': 8, 'spiridov': 7620, 'workmen': 9108, 'watched': 8903, 'choking': 1405, 'mate': 5002, 'shan': 7205, 'beforehand': 823, 'annoy': 421, 'patience': 5783, 'staying': 7723, 'freight': 3374, 'van': 8692, 'saloons': 6956, 'flutes': 3264, 'reed': 6542, 'stalk': 7688, 'drill': 2537, 'fix': 3203, 'mouthpiece': 5248, 'tune': 8471, 'brakemen': 1058, 'bazaar': 778, 'apiece': 455, 'sticks': 7749, 'big': 900, 'marsh': 4981, 'splendid': 7630, 'reeds': 6543, 'twittering': 8495, 'crackle': 1862, 'clang': 1442, 'redoubled': 6539, 'squatting': 7668, 'secure': 7086, 'loosened': 4857, 'swam': 8003, 'scrambled': 7035, 'replace': 6658, 'tools': 8323, 'murmured': 5271, 'hooter': 3977, 'factory': 3008, 'shiver': 7250, 'careen': 1243, 'splinter': 7633, 'curve': 1975, 'topple': 8327, 'packed': 5676, 'mechanically': 5035, 'blindly': 955, 'whistle': 9002, 'tremor': 8421, 'literally': 4801, 'scarf': 7004, 'spurted': 7664, 'flowing': 3258, 'smoothed': 7465, 'waving': 8921, 'wound': 9127, 'diminish': 2285, 'swim': 8024, 'spots': 7649, 'ringing': 6806, 'ears': 2610, 'banner': 737, 'regulator': 6580, 'reversed': 6759, 'footway': 3302, 'drenched': 2528, 'rag': 6411, 'lowering': 4880, 'chekov': 1372, 'olenka': 5543, 'assessor': 593, 'plemyanikov': 6013, 'nagging': 5301, 'gathering': 3484, 'wafting': 8839, 'moisture': 5183, 'kukin': 4602, 'roomed': 6869, 'wing': 9052, 'manager': 4958, 'tivoli': 8297, 'despairingly': 2209, 'noose': 5423, 'ruining': 6905, 'wrung': 9156, 'addressing': 229, 'olga': 5544, 'tortures': 8340, 'operetta': 5574, 'pantomime': 5711, 'rude': 6903, 'boor': 1014, 'wants': 8876, 'circus': 1429, 'tenth': 8144, 'june': 4515, 'audiences': 659, 'rent': 6644, 'actors': 216, 'hysterical': 4075, 'suit': 7925, 'drag': 2500, 'labour': 4608, 'scaffold': 6996, 'gaunt': 3486, 'combed': 1550, 'tenor': 8141, 'puckered': 6303, 'inscribed': 4306, 'sincere': 7350, 'loving': 4876, 'aunt': 662, 'brianska': 1085, 'progymnasium': 6241, 'compassionate': 1591, 'gentle': 3513, 'wholesome': 9018, 'rosy': 6878, 'visitors': 8802, 'grasp': 3653, 'hers': 3907, 'located': 4827, 'gypsy': 3745, 'music': 5276, 'rockets': 6843, 'battling': 776, 'indifferent': 4226, 'assault': 587, 'melted': 5057, 'tapped': 8085, 'pane': 5705, 'curtains': 1972, 'proposed': 6266, 'vigorous': 8773, 'clapped': 1444, 'rained': 6424, 'cashier': 1267, 'salaries': 6951, 'café': 1191, 'humanised': 4032, 'appreciates': 484, 'vanichka': 8693, '_faust': 53, 'burlesqued_': 1145, 'boxes': 1050, 'silly': 7337, 'overcrowded': 5647, '_orpheus': 85, 'hades_': 3752, 'contempt': 1734, 'boorishness': 1015, 'meddled': 5038, 'rehearsals': 6581, 'corrected': 1806, 'musicians': 5279, 'criticism': 1910, 'local': 4826, 'bilked': 903, 'utmost': 8670, 'nicely': 5389, 'leased': 4699, 'sublet': 7883, 'periods': 5864, 'conjuror': 1681, 'amateur': 363, 'beaming': 782, 'contentment': 1739, 'thinner': 8207, 'yellower': 9176, 'raspberry': 6446, 'syrup': 8045, 'lime': 4774, 'eau': 2626, 'cologne': 1543, 'coverings': 1853, 'likened': 4766, 'hens': 3893, 'rooster': 6871, 'coop': 1785, 'detained': 2232, 'easter': 2619, 'monday': 5191, 'omened': 5551, 'wicket': 9026, 'gate': 3480, 'barrel': 753, 'boom': 1012, 'barefooted': 749, 'plashing': 5987, 'puddles': 6305, 'hollow': 3955, 'bass': 771, 'telegram': 8117, 'telegrams': 8118, 'numbed': 5457, 'awaiting': 683, 'propt': 6271, 'wuneral': 9158, 'tuesday': 8466, 'unintelligible': 8586, 'signed': 7326, 'opera': 5572, 'sweetheart': 8015, 'vagankov': 8677, 'cemetery': 1296, 'wednesday': 8944, 'yards': 9162, 'crossing': 1921, 'grieving': 3688, 'mass': 4993, 'pustovalov': 6345, 'babakayev': 700, 'lumber': 4890, 'straw': 7806, 'vest': 8750, 'chain': 1308, 'landowner': 4639, 'ordained': 5594, 'sedately': 7089, 'dies': 2266, 'submission': 7884, 'sedate': 7088, 'liking': 4769, 'impressed': 4165, 'elderly': 2676, 'desperately': 2212, 'absence': 144, 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'andreyich': 401, 'physicians': 5924, 'wailed': 8846, 'fatherless': 3075, 'motherless': 5227, 'weepers': 8949, 'hats': 3826, 'nun': 5460, 'surmised': 7976, 'veterinarian': 8752, 'inspection': 4320, 'becoming': 806, 'infected': 4257, 'cows': 1859, 'transparent': 8393, 'change': 1324, 'colleagues': 1538, 'plague': 5977, 'municipal': 5264, 'slaughter': 7405, 'embarrassed': 2702, 'hissed': 3934, 'doctors': 2439, 'mix': 5165, 'nuisance': 5456, 'volodichka': 8819, '_am_': 39, 'duration': 2585, 'transferred': 8385, 'attic': 646, 'minus': 5131, 'homely': 3960, 'dubious': 2570, 'response': 6722, 'listlessly': 4799, 'compulsion': 1622, 'raining': 6425, 'riding': 6793, 'wagon': 8843, 'emptiness': 2733, 'galling': 3453, 'wormwood': 9114, 'roof': 6865, 'dock': 2437, 'thistles': 8214, 'overgrew': 5649, 'wafted': 8838, 'chime': 1393, 'cathedral': 1279, 'memories': 5062, 'pour': 6105, 'kitten': 4570, 'bryska': 1126, 'purred': 6334, 'caresses': 1251, 'untouched': 8634, 'aging': 285, 'skirt': 7392, 'marva': 4987, 'dumbfounded': 2583, 'flooded': 3249, 'resigned': 6706, 'gymnasium': 3744, 'reconciled': 6522, 'hotel': 4005, 'whitewashed': 9009, 'akimbo': 313, 'superintending': 7949, 'brightened': 1096, 'freshened': 3382, 'crabbed': 1860, 'sasha': 6971, 'chubby': 1417, 'dimples': 2291, 'rang': 6433, 'auntie': 663, 'kitties': 4571, 'mamma': 4953, 'awfully': 694, 'mice': 5094, 'chatted': 1351, 'gripping': 3699, 'studying': 7862, 'tract': 8362, 'recited': 6506, 'asseverated': 594, 'studies': 7860, 'classical': 1451, 'commercial': 1569, 'graduated': 3640, 'career': 1244, 'kharkov': 4544, 'inspecting': 4319, 'sashenka': 6972, 'sorrowingly': 7556, 'cracknels': 1865, 'buttered': 1166, 'fable': 2998, 'departing': 2163, 'teachers': 8105, 'satchel': 6975, 'noiselessly': 5413, 'shoved': 7281, 'caramel': 1238, 'ties': 8272, 'disinterestedly': 2362, 'maternal': 5004, 'instincts': 4334, 'serene': 7145, 'overflowing': 5648, 'beamed': 781, 'problem': 6206, 'text': 8159, 'difficulties': 2271, 'purring': 6335, 'mrr': 5256, 'knock': 4581, 'unhappier': 8579, 'quit': 6393, 'scrapping': 7036, 'pacing': 5673, 'study': 7861, 'recalling': 6493, 'scholars': 7015, 'journalists': 4490, 'disapproved': 2315, 'obsolete': 5489, 'unfitted': 8570, 'immoral': 4133, 'replaced': 6659, 'universally': 8593, 'imprisonment': 4169, 'priori_': 6197, 'humane': 4031, 'degrees': 2118, 'seconds': 7077, 'draws': 2514, 'lawyer': 4678, 'choose': 1406, 'ensued': 2788, 'discussion': 2347, 'nervous': 5367, 'banged': 728, 'cell': 1295, 'ridiculous': 6792, 'spoiled': 7637, 'jokingly': 4486, 'roan': 6829, 'heavier': 3868, 'enforced': 2765, 'poison': 6042, 'caprice': 1231, 'pure': 6327, 'undergo': 8534, 'observation': 5485, 'newspapers': 5384, 'musical': 5277, 'instrument': 4338, 'tobacco': 8301, 'agreement': 297, 'communicate': 1579, 'specially': 7595, 'constructed': 1720, 'quantity': 6359, 'minutest': 5134, 'confinement': 1669, 'strictly': 7830, 'november': 5452, '14th': 6, '1870': 12, '1885': 13, 'attempt': 634, 'violate': 8782, 'freed': 3370, 'obligation': 5477, 'loneliness': 4842, 'boredom': 1026, 'piano': 5928, 'rejected': 6586, 'excites': 2902, 'foes': 3273, 'prisoner': 6199, 'boring': 1027, 'spoils': 7639, 'complicated': 1610, 'crime': 1899, 'fantasy': 3053, 'comedies': 1553, 'classics': 1452, 'fifth': 3145, 'sixth': 7376, 'zealously': 9199, 'philosophy': 5918, 'subjects': 7882, 'hungrily': 4054, 'gaoler': 3469, 'experts': 2954, 'fired': 3180, 'geniuses': 3509, 'ages': 282, 'burns': 1149, 'heavenly': 3866, 'fulfilled': 3417, 'shots': 7273, 'immovable': 4137, 'testament': 8157, 'erudite': 2830, 'religions': 6606, 'theology': 8184, 'haphazard': 3788, 'sciences': 7019, 'chemistry': 1374, 'treatise': 8410, 'swimming': 8025, 'wreckage': 9136, 'grasping': 3655, 'receives': 6498, 'stock': 7766, 'risky': 6817, 'speculation': 7605, 'recklessness': 6508, 'decay': 2061, 'confident': 1665, 'cursed': 1965, 'clutching': 1511, 'gamble': 3458, 'envious': 2809, 'beggar': 828, 'bankruptcy': 735, 'disgrace': 2352, 'whining': 8989, 'safe': 6940, 'damp': 2002, 'howled': 4021, 'strained': 7798, 'statues': 7717, 'greenhouse': 3677, 'fulfil': 3416, 'suspicion': 7994, 'groped': 3704, 'poked': 6044, 'match': 5001, 'bedclothes': 808, 'seals': 7056, 'movement': 5252, 'hoarse': 3945, 'groan': 3700, 'creaked': 1880, 'unlike': 8599, 'skeleton': 7381, 'tight': 8274, 'earthy': 2614, 'sunken': 7942, 'hairy': 3760, 'lean': 4690, 'skinny': 7390, 'silvering': 7340, 'senile': 7125, 'emaciation': 2696, 'believed': 851, 'bended': 865, 'smother': 7468, 'examination': 2880, 'trace': 8358, 'despise': 2214, 'blessings': 951, 'diligently': 2282, 'fragrant': 3360, 'hunted': 4057, 'deer': 2101, 'boar': 986, 'ethereal': 2852, 'summits': 7931, 'elbruz': 2675, 'mont': 5201, 'blanc': 932, 'suffused': 7919, 'ridges': 6789, 'lightnings': 4760, 'cleaving': 1467, 'rivers': 6821, 'lakes': 4628, 'syrens': 8044, 'devils': 2248, 'abysses': 160, 'miracles': 5136, 'preached': 6128, 'unwearying': 8642, 'lump': 4892, 'skull': 7394, 'void': 8816, 'frail': 3361, 'visionary': 8795, 'delusive': 2143, 'mirage': 5139, 'underground': 8536, 'posterity': 6092, 'immortality': 4135, 'slag': 7398, 'terrestrial': 8149, 'globe': 3579, 'ugliness': 8506, 'orange': 5590, 'frogs': 3402, 'lizards': 4815, 'roses': 6876, 'breathe': 1076, 'sweating': 8012, 'bartered': 761, 'waive': 8853, 'paradise': 5717, 'stipulated': 7760, 'sleeping': 7414, 'renunciation': 6645, 'zhukov': 9203, 'apprentice': 486, 'aliakhin': 329, 'assistants': 600, 'employer': 2728, 'cupboard': 1954, 'phial': 5912, 'ink': 4289, 'penholder': 5835, 'nib': 5387, 'spreading': 7654, 'crumpled': 1935, 'deciding': 2074, 'furtively': 3437, 'ikon': 4099, 'lasts': 4658, 'konstantin': 4595, 'makarych': 4943, 'vividly': 8808, 'pictured': 5937, 'messrs': 5089, 'zhivarev': 9202, 'blear': 941, 'trifled': 8430, 'ample': 383, 'strayed': 7808, 'domain': 2454, 'tapping': 8086, 'cudgel': 1943, 'bitch': 915, 'kashtanka': 4527, 'viun': 8805, 'loach': 4818, 'civil': 1435, 'trusted': 8458, 'deference': 2109, 'humbleness': 4038, 'inquisitorial': 4303, 'maliciousness': 4952, 'sneak': 7475, 'slip': 7431, 'larder': 4645, 'chicken': 1383, 'hind': 3928, 'blinking': 956, 'jesting': 4462, 'belt': 861, 'hugging': 4026, 'cough': 1822, 'asks': 577, 'sneeze': 7480, 'ecstasies': 2636, 'cries': 1898, 'freeze': 3373, 'sneezes': 7482, 'twitches': 8494, 'deferentially': 2110, 'sniff': 7483, 'wags': 8845, 'frosty': 3407, 'streaks': 7811, 'chimneys': 1395, 'silvered': 7339, 'hoar': 3944, 'frost': 3405, 'snowdrifts': 7488, 'scintillates': 7022, 'milky': 5114, 'dips': 2298, 'continues': 1745, 'thrashing': 8232, 'belaboured': 846, 'maker': 4945, 'stirrup': 7765, 'brat': 1063, 'cradle': 1867, 'snout': 7485, 'tease': 8113, 'tavern': 8098, 'vodka': 8812, 'cucumbers': 1941, 'beats': 796, 'handy': 3786, 'gruel': 3719, 'sour': 7572, 'guzzle': 3743, 'grandpapa': 3647, 'dirty': 2309, 'grate': 3657, 'goat': 3595, 'fedya': 3102, 'underherdsman': 8537, 'repose': 6667, 'pelagueya': 5829, 'lots': 4865, 'vicious': 8763, 'sing': 7352, 'fishing': 3192, 'rods': 6849, 'sale': 6953, 'convenient': 1756, 'hook': 3973, 'sheat': 7224, 'weighing': 8952, 'pound': 6104, 'guns': 3739, '100': 1, 'meat': 5034, 'woodcocks': 9098, 'shopman': 7263, 'walnut': 8866, 'ignatyevna': 4092, 'convulsively': 1777, 'crackled': 1863, 'fir': 3177, 'wrapt': 9132, 'hare': 3803, 'springing': 7657, 'dart': 2025, 'snowdrift': 7487, 'tailed': 8058, 'decorating': 2087, 'candy': 1218, 'quadrille': 6354, 'orphan': 5617, 'frightfully': 3396, 'greetings': 3681, 'aliona': 332, 'tegor': 8116, 'address': 226, 'scratched': 7038, 'interfered': 4366, 'poulterer': 6102, 'conveyed': 1766, 'mail': 4935, 'troikas': 8443, 'boys': 1053, 'lulled': 4889, 'soundly': 7569, 'wagging': 8842, 'lelechka': 4715, 'nursery': 5462, 'charmed': 1344, 'serafima': 7144, 'aleksandrovna': 326, 'kisses': 4567, 'keenest': 4531, 'bewitched': 895, 'fondle': 3287, 'frigid': 3397, 'currents': 1963, 'nesletyevs': 5370, 'sergey': 7149, 'modestovich': 5175, 'calculation': 1195, 'intelligent': 4348, 'obligations': 5478, 'fiancé': 3136, 'irreproachable': 4425, 'gentleness': 3518, 'tactful': 8053, 'connexions': 1686, 'influential': 4269, 'useful': 8662, 'nesletyev': 5369, 'slow': 7439, 'marriage': 4977, 'suggest': 7922, 'elsewhere': 2694, 'infant': 4256, 'anticipation': 435, 'drifted': 2536, 'ungratified': 8577, 'lovers': 4874, '_mamochka_': 74, '_priatki_': 92, 'pronouncing': 6257, '_r_': 94, '_l_': 65, 'pliatki': 6015, 'inability': 4178, 'plump': 6020, 'carpets': 1256, '_tiu': 104, 'tiu': 8295, 'mamochka': 4954, 'laughing': 4670, 'roguish': 6851, 'rippling': 6811, 'joyously': 4496, 'merrily': 5085, 'cuddled': 1942, 'glowed': 3588, 'stealthily': 7729, 'tiu_': 8296, 'suppressed': 7965, 'disarranged': 2317, 'fedosya': 3100, 'natured': 5327, 'gentlewomen': 3519, 'caprices': 1232, 'absorbed': 150, 'closer': 1493, 'disarranging': 2318, 'oo': 5565, 'loudly': 4868, 'mispronouncing': 5150, 'lisping': 4793, 'awkward': 696, 'outcries': 5629, 'romping': 6864, 'genial': 3505, 'irreproachably': 4426, 'cleanliness': 1460, 'freshness': 3383, 'coldness': 1533, 'midst': 5102, 'abashed': 120, 'communicated': 1580, 'swift': 8022, 'beautifully': 799, 'surround': 7983, 'infancy': 4255, 'loveliest': 4871, 'tastefully': 8091, 'continuous': 1746, 'derisive': 2180, 'condescending': 1651, 'incidental': 4189, 'stress': 7820, 'puzzled': 6351, 'insist': 4314, 'kingdom': 4561, 'genially': 3506, 'housemaid': 4010, 'darya': 2027, 'agathya': 278, '_tiutiu_': 105, 'ominously': 5554, 'reproachful': 6680, 'roughly': 6884, 'ludicrous': 4885, 'emphatic': 2722, 'assurance': 609, 'secrecy': 7078, 'surest': 7971, 'tenderness': 8140, 'worried': 9116, 'gesticulated': 3529, 'succumbing': 7903, 'fears': 3092, 'dryly': 2568, 'omen': 5550, 'shamefaced': 7202, 'foreboded': 3311, 'humiliating': 4041, 'fancies': 3048, 'agitate': 286, 'gentlefolk': 3514, 'omens': 5552, 'doleful': 2449, 'angelic': 405, 'apron': 496, 'austere': 665, 'irritation': 4428, 'notions': 5446, 'dejected': 2120, 'conquer': 1687, 'attributed': 653, 'connexion': 1685, 'continuation': 1742, 'distinguish': 2401, 'sly': 7443, 'cares': 1249, 'unfounded': 8575, 'wholeheartedly': 9016, 'favourite': 3083, 'obedient': 5469, 'complied': 1611, 'wishes': 9069, 'amuse': 385, 'obtruded': 5495, 'eternally': 2849, 'organic': 5603, 'weakness': 8930, 'germ': 3524, 'non': 5418, 'tormented': 8332, 'presentiments': 6154, 'agonising': 291, 'network': 5372, 'fatigue': 3079, 'blanket': 934, 'hopeless': 3980, 'console': 1711, 'unthinkable': 8632, 'feebler': 3105, 'simulated': 7347, 'frighten': 3393, 'masked': 4992, 'reiterations': 6584, 'sobs': 7496, 'consuming': 1725, 'delirium': 2139, 'pain': 5681, 'nightmare': 5394, 'dimmed': 2290, 'lisped': 4792, 'tragic': 8370, '_mamochka': 73, 's_': 6927, 'blurred': 982, 'paling': 5697, 'anxiously': 441, 'stupor': 7873, 'vii': 8775, 'consoling': 1713, 'sima': 7342, 'resign': 6705, 'unseemly': 8619, 'miracle': 5135, 'irrelevance': 4423, 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1459, 'fixing': 3206, 'scratching': 7039, 'tatyana': 8096, 'grigoryevna': 3691, 'chmyrsk': 1400, 'quartered': 6364, 'widows': 9030, 'flannel': 3214, 'cheap': 1355, 'cashmere': 1268, 'gowns': 3633, 'shawls': 7220, 'borders': 1022, 'arabesques': 500, 'headgear': 3840, 'evidence': 2871, 'dubbed': 2569, 'tacked': 8052, 'grocer': 3703, 'etc': 2847, '_ladies_': 67, 'intercourse': 4360, 'dissimilar': 2393, 'creatures': 1889, 'disputing': 2387, 'regimental': 6570, 'theatricals': 8174, 'afternoon': 274, 'teas': 8112, 'foregone': 3315, 'untarnished': 8631, 'annual': 425, 'defects': 2106, 'exquisitely': 2972, 'admittance': 241, 'blonde': 964, 'salons': 6955, 'advantage': 252, 'needless': 5353, 'arduous': 509, 'activities': 215, 'stiftik': 7753, 'feminine': 3120, 'toilet': 8306, 'august': 660, 'furnished': 3434, 'specked': 7602, 'elegant': 2683, 'fairer': 3026, 'styles': 7877, 'nerve': 5365, 'thorn': 8217, 'flesh': 3230, 'glory': 3583, 'competitor': 1596, 'nervousness': 5368, 'fitting': 3200, 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'trimmed': 8434, 'deadly': 2044, 'whitened': 9006, 'rouged': 6882, 'disgusting': 2357, 'wrinkles': 9144, 'ridged': 6788, 'patched': 5774, 'smooth': 7464, 'humoured': 4046, 'cheeriness': 1367, 'artistically': 556, 'brushes': 1122, 'submitted': 7886, 'hidden': 3913, 'incomprehensible': 4203, 'apartments': 452, 'stolidly': 7771, 'palace': 5693, 'semblance': 7114, 'sands': 6965, 'throngs': 8251, 'unreal': 8616, 'bane': 727, 'curses': 1966, 'deeper': 2098, 'caesar': 1190, 'courageous': 1842, 'invincible': 4405, 'encounter': 2739, 'commanded': 1563, 'medusa': 5045, 'playfulness': 6000, 'misgivings': 5149, 'counterfeit': 1835, 'salute': 6960, 'christians': 1414, 'shake': 7193, 'forbidding': 3305, 'scatter': 7006, 'blossoms': 971, 'indistinctly': 4236, 'hate': 3822, 'eagles': 2602, 'authority': 669, 'hurl': 4058, 'challenging': 1315, 'strife': 7832, 'reverently': 6756, 'blessed': 949, 'severely': 7179, 'remnant': 6627, 'aversion': 679, 'caterpillar': 1278, 'gnawing': 3591, 'exuding': 2991, 'rusted': 6923, 'sword': 8034, 'assassin': 585, 'condemn': 1648, 'mayhap': 5015, 'cowards': 1857, 'spurred': 7662, 'reward': 6772, 'alluring': 342, 'protruded': 6281, 'ravenous': 6456, 'band': 725, 'pains': 5686, 'ponderous': 6058, 'shutting': 7306, 'eternity': 2850, 'swinging': 8029, 'aperture': 454, 'calmly': 1207, 'removing': 6635, 'icy': 4080, 'perilously': 5861, 'giants': 3538, 'kingdoms': 4562, 'maw': 5010, 'accent': 163, 'powerless': 6113, 'eagle': 2601, 'drowsily': 2560, 'shield': 7239, 'redeeming': 6535, 'pierced': 5943, 'doomed': 2466, 'fragile': 3357, 'inclining': 4193, 'scales': 6999, 'partook': 5753, 'wave': 8914, 'vanquished': 8700, 'doom': 2465, 'irons': 4420, 'hissing': 3935, 'matted': 5005, 'uplifted': 8648, 'surged': 7973, 'homes': 3962, 'ambush': 369, 'crimson': 1903, 'curtain': 1971, 'sunset': 7944, 'outstretched': 5641, 'michaïl': 5096, 'gabriel': 3442, 'andersen': 397, 'undecided': 8529, 'tints': 8285, 'glistened': 3575, 'bars': 760, 'railing': 6417, 'lightness': 4758, 'transparency': 8392, 'possess': 6082, 'fringe': 3399, 'tramp': 8376, 'peering': 5827, 'spectacles': 7604, 'sentimental': 7138, 'poetising': 6032, 'cane': 1219, 'paces': 5672, 'drab': 2497, 'haystack': 3834, 'craning': 1873, 'prettily': 6171, 'whitish': 9011, 'protruding': 6282, 'raucous': 6454, 'bustling': 1162, 'rebel': 6489, 'damned': 2001, 'skunk': 7395, 'restrained': 6733, 'decide': 2071, 'thundered': 8263, 'spurs': 7663, 'rode': 6848, 'placing': 5976, 'daintily': 1995, 'minuet': 5130, 'momentary': 5189, 'dispersed': 2377, 'directions': 2302, 'insane': 4304, 'hears': 3855, 'dismounted': 2369, 'sabres': 6929, 'brushing': 1123, 'damn': 2000, 'drowning': 2559, 'scarlet': 7005, 'repulsive': 6686, 'gruesomeness': 3720, 'shrill': 7295, 'reeled': 6545, 'ow': 5662, 'yell': 9172, 'porkling': 6068, 'deafening': 2046, 'mounting': 5240, 'muddy': 5261, 'clanking': 1443, 'clattering': 1453, 'deathly': 2056, 'sweat': 8011, 'aquiver': 499, 'tortured': 8339, 'akin': 314, 'sickness': 7309, 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8018, 'snake': 7470, 'shrieks': 7294, 'seventeen': 7175, 'beardless': 788, 'flames': 3213, 'tinkering': 8283, 'firearms': 3179, 'logs': 4840, 'blazing': 940, 'scattering': 7008, 'michelson': 5097, 'nosing': 5431, 'sneered': 7478, 'jaw': 4458, 'suspicious': 7995, 'lazily': 4683, 'em': 2695, 'firelight': 3181, 'substantial': 7896, 'neat': 5342, 'disappearing': 2314, 'chilly': 1392, 'bushes': 1155, 'revolver': 6769, 'hill': 3924, 'faintly': 3023, 'trigger': 8433, 'blinding': 954, 'clasping': 1447, 'combined': 1551, 'riving': 6823, 'roar': 6830, 'apparitions': 462, 'throwing': 8255, 'writhing': 9149, 'fluttering': 3266, 'descending': 2188, 'thud': 8259, 'discharged': 2323, 'lunged': 4893, 'foremost': 3318, 'twitched': 8493, 'ghostly': 3535, 'ammunition': 376, 'straightway': 7796, 'murdered': 5266, 'grabbed': 3634, 'formulate': 3338, 'rifle': 6795, 'barrels': 754, 'indistinct': 4235, 'cleanness': 1461, 'useless': 8663, 'buttoned': 1170, 'clawed': 1454, 'senselessly': 7129, 'index': 4220, 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'chaotic': 1329, 'incongruous': 4205, 'pooled': 6061, 'senator': 7121, 'tatters': 8095, 'waistcoat': 8848, 'opening': 5569, 'leapt': 4695, 'unbalanced': 8515, 'type': 8499, 'indicate': 4221, 'delegates': 2124, 'rostov': 6877, 'odessa': 5515, 'nikolayev': 5397, '_what_': 112, 'electing': 2679, 'deputation': 2178, 'uncertainly': 8521, 'authorised': 667, 'esteemed': 2844, 'connection': 1683, 'waved': 8915, 'helplessly': 3888, '115': 3, 'fahrenheit': 3014, 'expectorated': 2940, 'lately': 4660, 'indications': 4224, 'instigators': 4331, 'organised': 5606, 'dregs': 2527, 'drunkards': 2565, 'tramps': 8379, 'souteneurs': 7574, 'hooligans': 3975, 'slums': 7442, 'protesting': 6279, 'accusation': 189, 'offenders': 5523, 'enemies': 2758, 'wholesale': 9017, 'offence': 5520, 'normal': 5425, 'average': 678, 'basis': 767, 'logic': 4838, 'repent': 6654, 'representatives': 6671, 'slippery': 7434, 'giraldoni': 3547, 'sings': 7355, 'prologue': 6245, '_pagliacci_': 88, 'quench': 6370, 'doubtless': 2480, 'paradox': 5718, 'proudhon': 6284, '_la': 66, 'propriete': 6269, 'est': 2839, 'le': 4685, 'vol_': 8817, 'refuted': 6563, 'bourgeois': 1044, 'priests': 6186, 'accumulates': 184, 'energetic': 2760, 'exploitation': 2960, 'rickety': 6784, 'degenerate': 2116, 'brainless': 1056, 'maggot': 4924, 'parasite': 5722, 'potentially': 6100, 'irrational': 4422, 'proposition': 6267, 'correction': 1807, 'excessive': 2895, 'accumulation': 186, 'values': 8691, 'hardships': 3802, 'abominations': 133, 'arbitrariness': 501, 'negligence': 5358, 'monstrosities': 5199, 'capitalistic': 1230, 'assuredly': 613, 'property': 6263, 'limbo': 4772, 'disappear': 2312, '_les': 69, 'braves': 1066, 'chevaliers': 1380, 'industrie_': 4245, 'tray': 8404, 'bawled': 777, 'philosophical': 5916, 'economic': 2633, 'approaches': 490, 'elements': 2688, 'vocation': 8811, 'ambition': 367, 'science': 7018, 'karamzin': 4523, 'stupendous': 7870, 'fascination': 3062, 'paradoxes': 5719, 'expounding': 2964, 'briefly': 1094, 'visual': 8803, 'sharpness': 7218, 'accuracy': 187, 'dexterity': 2255, 'sharpers': 7216, 'pickpockets': 5935, 'nimbleness': 5398, 'agility': 284, 'terrific': 8152, 'certainty': 1307, 'talent': 8069, 'positive': 6080, 'safes': 6942, 'tenderest': 8138, 'bicycles': 898, 'machines': 4910, 'hereditary': 3899, 'animus': 416, 'phenomenon': 5910, 'degeneracy': 2115, 'entice': 2800, 'vegetation': 8720, 'gingerbread': 3544, 'pulsation': 6313, 'locks': 4831, 'revolvers': 6770, 'telephones': 8120, 'soldiery': 7516, 'fearlessness': 3091, 'foxes': 3355, 'guarded': 3723, 'natures': 5329, 'poachers': 6022, 'meagre': 5020, 'intolerably': 4380, 'spirited': 7622, 'thefts': 8177, 'design': 2199, 'headlines': 3842, 'amazing': 365, 'swindle': 8027, 'ruse': 6918, 'gangsters': 3468, 'paterfamilias': 5777, 'exclaims': 2906, 'abilities': 123, 'psychology': 6299, 'incomparable': 4200, 'histrionic': 3938, 'benefits': 870, 'devised': 2249, 'commonplaces': 1577, 'trivialities': 8440, 'admire': 236, 'park': 5731, 'infallible': 4254, '_aplomb_': 41, 'turkey': 8477, 'detestation': 2240, 'vulgarity': 8835, 'apologise': 458, 'digression': 2279, 'orthodox': 5618, 'comprises': 1621, 'hundreds': 4049, 'supple': 7956, 'processes': 6214, 'cleverest': 1474, 'juggler': 4507, 'compass': 1590, 'experiments': 2952, 'demonstrators': 2157, 'photographs': 5919, 'adorn': 245, 'albums': 322, 'detective': 2235, 'inviolable': 4406, 'invest': 4399, 'taboo': 8050, 'sesoi': 7165, 'grinned': 3695, 'eyebrow': 2993, 'nothin': 5439, 'hoarsely': 3946, 'specialty': 7596, 'receptacles': 6502, 'monetary': 5192, 'tokens': 8309, 'avails': 675, 'electric': 2680, 'installation': 4325, 'fusing': 3438, 'metals': 5091, 'demonstrate': 2154, 'items': 4441, 'repertoire': 6656, 'stage': 7678, 'admirable': 234, 'tain': 8063, 'keyhole': 4542, 'imperceptible': 4144, '_mille': 78, 'pardons_': 5728, 'adroitness': 248, 'waddled': 8837, 'grinning': 3696, 'picking': 5932, 'delicacy': 2128, 'diligence': 2281, 'yasha': 9163, 'swarthy': 8008, 'blouse': 973, 'glacé': 3554, 'gipsy': 3546, 'swagger': 8000, 'fingering': 3169, 'screwing': 7046, 'whites': 9008, 'persuasively': 5892, 'experiment': 2951, 'exhibition': 2928, 'beetle': 817, 'amusedly': 386, 'solicitor': 7523, 'figured': 3150, 'yer': 9177, 'halls': 3766, 'watchin': 8905, 'sugary': 7921, 'fluent': 3260, 'toff': 8303, 'gent': 3511, 'im': 4111, 'mostly': 5224, 'ticker': 8269, 'purse': 6336, 'greeny': 3678, 'keeps': 4535, 'monogram': 5194, 'leather': 4701, 'ain': 306, 'barrister': 758, 'dexterous': 2256, 'tie': 8270, 'appropriate': 492, '_gents_': 55, 'peepers': 5825, 'forefinger': 3314, 'pianner': 5927, 'pickpocket': 5934, 'heel': 3875, 'representative': 6670, 'huh': 4027, 'grunted': 3721, 'piping': 5966, 'operatin': 5573, '_mamselle_': 75, 'keepsake': 4536, 'swaggered': 8001, 'collaborator': 1534, 'fairs': 3028, 'steamboats': 7731, 'railways': 6421, 'demonstrations': 2156, 'extremely': 2990, 'affably': 260, 'indiscreet': 4232, 'diamond': 2258, 'banks': 736, 'italian': 4439, 'polish': 6050, 'ukrainian': 8509, 'yiddish': 9181, 'substance': 7895, 'amply': 384, 'associates': 604, 'isaac': 4431, 'confirmed': 1671, 'blond': 963, 'billiard': 905, 'yourselves': 9192, 'patronage': 5787, 'misunderstandings': 5163, 'magazines': 4923, 'verses': 8741, 'penny': 5837, 'advertisement': 256, 'cigarettes': 1421, 'jasmine': 4456, 'slander': 7400, 'accusing': 192, 'concocting': 1646, 'divorce': 2433, 'cabmen': 1188, 'poisonous': 6043, 'disgraceful': 2354, 'vexatious': 8755, 'digestion': 2274, 'slandered': 7401, 'scum': 7052, '_passez': 89, 'moi': 5180, 'mot_': 5225, 'darlings': 2024, 'dissipated': 2394, 'riff': 6794, 'raff': 6409, 'clumsy': 1508, 'drones': 2548, 'commit': 1572, 'unskilful': 8624, 'prostitute': 6274, 'mackerel': 4911, 'excrements': 2911, 'pests': 5894, 'beauties': 797, 'jackals': 4450, 'lion': 4789, 'thirds': 8209, 'receivers': 6497, 'discount': 2336, 'subsidies': 7894, 'incorruptible': 4207, 'parasites': 5723, 'accident': 170, 'hearsay': 3856, 'casual': 1272, '_motients_': 81, 'corruption': 1813, '_moitié_': 79, 'etymology': 2854, 'runs': 6917, 'dollar': 2451, 'detest': 2239, 'reptiles': 6683, 'stigma': 7754, 'ignominy': 4094, 'application': 476, 'unexpectedness': 8565, 'systematic': 8047, 'leader': 4687, 'inevitably': 4250, 'arouse': 534, 'outward': 5642, 'wrappings': 9131, 'roqueambole': 6874, 'bleed': 945, 'cossack': 1814, 'whips': 8992, 'trodden': 8441, 'liberation': 4735, 'thrill': 8243, 'pogroms': 6036, 'dastardly': 2028, 'ignominious': 4093, 'failure': 3019, 'fortress': 3341, 'deceiving': 2067, 'unapproachable': 8514, 'diverts': 2425, 'diabolical': 2257, 'invents': 4398, 'titanic': 8291, 'lettings': 4728, 'cannibal': 1220, 'convulsions': 1776, 'bureaucracy': 1142, 'imaginatively': 4117, 'bloodthirsty': 967, 'deity': 2119, 'voracious': 8828, 'spider': 7615, 'cuttlefish': 1985, 'shoot': 7260, 'dismembered': 2366, 'final': 3159, 'clawing': 1455, 'tentacles': 8143, 'push': 6341, 'markets': 4974, 'doss': 2472, 'organise': 5605, 'massacres': 4994, 'concealment': 1630, 'extorted': 2982, 'avail': 673, 'chambers': 1319, 'ox': 5668, 'rubber': 6895, 'extort': 2981, 'gaolers': 3470, 'detectives': 2236, 'lungs': 4894, 'judas': 4499, 'stabs': 7675, 'inflicts': 4267, 'threats': 8237, 'mercenary': 5073, 'murderers': 5268, 'brethren': 1083, 'accomplices': 176, 'jewish': 4468, 'moldavanka': 5185, 'poker': 6045, 'defended': 2108, 'horde': 3985, 'martin': 4985, 'miner': 5126, 'jewess': 4467, 'pursued': 6338, '_canaille_': 47, 'crowbar': 1926, 'smashed': 7449, 'splintered': 7634, 'rib': 6778, 'impotence': 4164, 'origin': 5609, 'vermin': 8737, 'governed': 3627, 'merited': 5084, 'barricades': 757, 'inveterate': 4404, 'revulsion': 6771, 'victim': 8765, 'barricade': 756, 'elegantly': 2684, 'spotless': 7648, 'cherubim': 1378, 'rob': 6835, 'doves': 2483, 'sporting': 7645, 'whiter': 9007, 'newspaper': 5383, 'slanders': 7402, 'stain': 7681, 'joined': 4479, 'undertone': 8545, 'magistrates': 4926, 'sessions': 7166, 'grievous': 3689, 'charge': 1336, 'masculine': 4991, 'rack': 6402, 'peg': 5828, 'jauntily': 4457, 'flattened': 3222, 'misunderstanding': 5162, 'exchanged': 2897, 'yours': 9190, 'pardons': 5727, 'file': 3152, 'txt': 8497, 'zip': 9204, 'files': 3154, 'formats': 3332, 'http': 4023, 'editions': 2647, 'renamed': 6636, 'creating': 1885, 'print': 6195, 'owns': 5667, 'states': 7714, 'copyright': 1792, 'distribute': 2409, 'royalties': 6892, 'distributing': 2411, 'tm': 8298, 'electronic': 2681, 'concept': 1635, 'trademark': 8365, 'registered': 6573, 'ebooks': 2629, 'unless': 8598, 'specific': 7598, 'complying': 1615, 'derivative': 2181, 'performances': 5856, 'research': 6696, 'modified': 5178, 'practically': 6115, 'redistribution': 6538, 'promoting': 6254, 'distribution': 2412, 'comply': 1614, 'available': 674, 'redistributing': 6537, 'fee': 3103, 'obtaining': 5494, 'access': 167, 'refund': 6559, 'entity': 2803, 'paragraph': 5720, 'archive': 505, 'pglaf': 5904, 'performing': 5858, 'displaying': 2381, 'based': 763, 'references': 6546, 'sharing': 7212, 'compliance': 1609, 'format': 3331, 'govern': 3626, 'downloading': 2488, 'representations': 6669, 'status': 7719, 'links': 4788, 'immediate': 4127, 'prominently': 6249, 'accessed': 168, 'viewed': 8771, 'contain': 1728, 'holder': 3948, 'fees': 3113, 'charges': 1338, 'providing': 6289, 'paragraphs': 5721, 'additional': 224, 'linked': 4787, 'unlink': 8601, 'detach': 2228, 'containing': 1730, 'redistribute': 6536, 'binary': 907, 'nonproprietary': 5420, 'proprietary': 6268, 'processing': 6215, 'hypertext': 4073, 'provide': 6287, 'vanilla': 8694, 'ascii': 567, 'version': 8743, 'web': 8941, 'site': 7369, 'user': 8664, 'exporting': 2961, 'alternate': 357, 'include': 4194, 'specified': 7599, 'viewing': 8772, 'royalty': 6893, '20': 17, 'gross': 3706, 'profits': 6232, 'derive': 2182, 'method': 5092, 'calculate': 1192, 'applicable': 475, 'taxes': 8102, 'owed': 5663, 'donate': 2458, 'payments': 5808, '60': 29, 'prepare': 6145, 'legally': 4712, 'required': 6693, 'periodic': 5863, 'returns': 6747, 'donations': 2460, 'notifies': 5444, '30': 23, 'require': 6692, 'medium': 5044, 'discontinue': 2335, 'replacement': 6660, 'defect': 2104, '90': 35, 'michael': 5095, 'hart': 3813, 'contact': 1726, 'volunteers': 8825, 'employees': 2727, 'expend': 2944, 'identify': 4085, 'transcribe': 8383, 'proofread': 6259, 'stored': 7783, 'limited': 4777, 'incomplete': 4202, 'inaccurate': 4179, 'corrupt': 1812, 'data': 2029, 'transcription': 8384, 'infringement': 4275, 'defective': 2105, 'computer': 1623, 'virus': 8791, 'codes': 1524, 'damage': 1997, 'equipment': 2820, 'warranty': 8890, 'disclaimer': 2327, 'disclaim': 2326, 'liability': 4732, 'costs': 1817, 'remedies': 6620, 'breach': 1067, 'contract': 1747, 'f3': 2997, 'distributor': 2413, 'liable': 4733, 'indirect': 4230, 'consequential': 1698, 'punitive': 6318, 'possibility': 6087, 'elect': 2678, 'lieu': 4746, 'electronically': 2682, 'opportunities': 5580, 'warranties': 8889, 'express': 2965, 'implied': 4152, 'merchantibility': 5075, 'fitness': 3197, 'disclaimers': 2328, 'exclusion': 2909, 'limitation': 4776, 'violates': 8783, 'interpreted': 4371, 'maximum': 5012, 'invalidity': 4390, 'unenforceability': 8561, 'provision': 6292, 'provisions': 6293, 'indemnity': 4216, 'indemnify': 4215, 'agent': 281, 'employee': 2726, 'production': 6224, 'promotion': 6255, 'arise': 521, 'indirectly': 4231, 'alteration': 355, 'modification': 5177, 'additions': 225, 'deletions': 2125, 'synonymous': 8043, 'readable': 6467, 'widest': 9028, 'variety': 8708, 'computers': 1624, 'financial': 3161, 'goals': 3594, 'ensuring': 2789, '2001': 18, 'sections': 7085, 'org': 5601, 'profit': 6230, '501': 27, 'educational': 2652, 'corporation': 1801, 'organized': 5607, 'mississippi': 5153, 'granted': 3651, 'exempt': 2922, 'revenue': 6753, 'ein': 2668, 'federal': 3099, 'identification': 4084, '64': 31, '6221541': 30, 'fundraising': 3425, 'deductible': 2091, '4557': 25, 'melan': 5051, 'dr': 2496, 'fairbanks': 3025, 'ak': 310, '99712': 36, 'locations': 4828, '809': 33, '1500': 7, 'salt': 6957, 'lake': 4627, 'ut': 8668, '84116': 34, '801': 32, '596': 28, 'email': 2697, 'gregory': 3682, 'newby': 5378, 'executive': 2919, 'gbnewby': 3495, 'survive': 7988, 'increasing': 4210, 'licensed': 4740, 'machine': 4909, 'array': 540, 'outdated': 5630, '000': 0, 'maintaining': 4938, 'irs': 4429, 'regulating': 6578, 'charities': 1341, 'charitable': 1340, '50': 26, 'paperwork': 5715, 'solicit': 7521, 'confirmation': 1670, 'determine': 2237, 'solicitation': 7522, 'prohibition': 6242, 'unsolicited': 8625, 'donors': 2463, 'offers': 5529, 'international': 4370, 'gratefully': 3659, 'statements': 7713, 'swamp': 8004, 'donation': 2459, 'methods': 5093, 'addresses': 228, 'checks': 1359, 'credit': 1890, 'professor': 6228, 'originator': 5612, 'library': 4738, 'volunteer': 8824, 'edition': 2646, 'pg': 5903, 'facility': 3005, 'includes': 4196, 'subscribe': 7890, 'newsletter': 5382}

We can see that all words are normalized to lowercase by default and  punctuation was ignored.

We can deirectly use the encoded vector into ML algorithms

## TF(Term Frequency) - IDF(Inverse Document Frequency)
TF or Term Frequency may can be defined as a measure of how frequently a term occurs in a document.

__Formula__
>TF(t) = (Number of times term t appears in a document) / (Total number of terms in the document)

IDF or Inverse Document Frequency may can be defined as a measure of how important a term is.

__Formula__
>IDF(t) = $log_e$(Total number of documents / Number of documents with term t in it)

## Word Frequencies with TfidfVectorizer
Words like 'The' will appear many times nd their large counts will not be very meaningful in the encoded vectors.

An alternative is to calculate word frequencies, and by far the most
popular method is called TF-IDF. This is an abriviation that stands for **Term Frequency - Inverse
Document Frequency** which are the components of the resulting scores assigned to each word.
- __Term Frequency__- This summarizes how often a given word appears within a document.
- __Inverse Document Frequency__- This downscales words that appear a lot across documents.

The ```TfidfVectorizer``` will tokenize documents, learn the vocabulary and inverse document frequency weightings, and allow you to encode new documents.

```
from sklearn.feature_extraction.text import TfidfVectorizer
# list of text documents
text = sentences
# create the transform
vectorizer = TfidfVectorizer()
# tokenize and build vocab
vectorizer.fit(text)
# summarize
print(vectorizer.vocabulary_)
print(vectorizer.idf_)
# encode document
vector = vectorizer.transform([text[0]])
# summarize encoded vector
print(vector.shape)
print(vector.toarray())
```

    {'the': 8170, 'project': 6243, 'gutenberg': 3742, 'ebook': 2628, 'of': 5518, 'best': 880, 'russian': 6921, 'short': 7267, 'stories': 7785, 'by': 1179, 'various': 8709, 'this': 8213, 'is': 4430, 'for': 3303, 'use': 8660, 'anyone': 445, 'anywhere': 449, 'at': 618, 'no': 5406, 'cost': 1815, 'and': 396, 'with': 9073, 'almost': 344, 'restrictions': 6735, 'whatsoever': 8969, 'you': 9184, 'may': 5013, 'copy': 1790, 'it': 4438, 'give': 3550, 'away': 690, 'or': 5588, 're': 6461, 'under': 8532, 'terms': 8148, 'license': 4739, 'included': 4195, 'online': 5562, 'www': 9159, 'net': 5371, 'title': 8293, 'author': 666, 'release': 6599, 'date': 2030, 'september': 7143, '11': 2, '2004': 19, '13437': 5, 'last': 4655, 'updated': 8647, 'july': 4512, '27': 22, '2015': 20, 'language': 4641, 'english': 2771, 'start': 7705, 'produced': 6222, 'david': 2033, 'starner': 7702, 'keith': 4537, 'eckrich': 2632, 'distributed': 2410, 'proofreaders': 6260, 'team': 8108, 'illustration': 4108, 'anton': 438, 'chekhov': 1370, 'russia': 6920, 'greatest': 3670, 'story': 7789, 'writer': 9146, 'compiled': 1598, 'edited': 2645, 'thomas': 8216, 'seltzer': 7113, 'contents': 1740, 'introduction': 4387, 'queen': 6368, 'spades': 7580, '_a': 37, 'pushkin_': 6344, 'cloak': 1484, '_n': 83, 'gogol_': 3607, 'district': 2414, 'doctor': 2438, '_i': 57, 'turgenev_': 8476, 'christmas': 1415, 'tree': 8412, 'wedding': 8942, '_f': 51, 'dostoyevsky_': 2474, 'god': 3597, 'sees': 7103, 'truth': 8460, 'but': 1164, 'waits': 8852, '_l': 64, 'tolstoy_': 8313, 'how': 4017, 'muzhik': 5291, 'fed': 3098, 'two': 8496, 'officials': 5534, '_m': 72, 'saltykov_': 6959, 'shades': 7187, 'phantasy': 5905, '_v': 108, 'korolenko_': 4600, 'signal': 7323, 'garshin_': 3479, 'darling': 2022, 'chekhov_': 1371, 'bet': 884, 'vanka': 8698, 'hide': 3915, 'seek': 7095, 'sologub_': 7528, 'dethroned': 2241, 'potapenko_': 6097, 'servant': 7158, '_s': 96, 'semyonov_': 7118, 'one': 5559, 'autumn': 671, 'night': 5393, 'gorky_': 3621, 'her': 3894, 'lover': 4873, 'lazarus': 4682, 'andreyev_': 399, 'revolutionist': 6766, 'artzybashev_': 561, 'outrage': 5635, 'kuprin_': 4604, 'conceive': 1632, 'joy': 4494, 'nature': 5326, 'who': 9013, 'leaving': 4704, 'art': 551, 'galleries': 3452, 'wanders': 8872, 'out': 5627, 'among': 377, 'trees': 8413, 'wild': 9035, 'flowers': 3257, 'birds': 911, 'that': 8165, 'pictures': 5938, 'have': 3830, 'sentimentalised': 7139, 'some': 7532, 'such': 7904, 'man': 4955, 'truly': 8453, 'loves': 4875, 'noblest': 5408, 'in': 4177, 'letters': 4726, 'feels': 3112, 'when': 8974, 'tasting': 8093, 'first': 3189, 'time': 8278, 'simple': 7343, 'delights': 2136, 'literature': 4803, 'french': 3375, 'german': 3526, 'authors': 670, 'too': 8320, 'occasionally': 5500, 'offer': 5525, 'works': 9109, 'lofty': 4837, 'naturalness': 5325, 'very': 8746, 'keynote': 4543, 'to': 8299, 'whole': 9015, 'simplicity': 7345, 'veraciousness': 8734, 'another': 426, 'essentially': 2838, 'trait': 8375, 'quite': 6394, 'unaffected': 8512, 'conception': 1636, 'lowly': 4881, 'are': 510, 'on': 5557, 'plane': 5981, 'equality': 2816, 'so': 7490, 'called': 1200, 'upper': 8650, 'classes': 1449, 'englishman': 2772, 'dickens': 2259, 'wrote': 9154, 'his': 3933, 'profound': 6233, 'pity': 5972, 'understanding': 8539, 'poor': 6062, 'there': 8186, 'was': 8894, 'yet': 9180, 'bit': 914, 'remoteness': 6631, 'perhaps': 5859, 'even': 2860, 'caricature': 1252, 'treatment': 8411, 'them': 8179, 'he': 3836, 'showed': 7284, 'their': 8178, 'sufferings': 7913, 'rest': 6725, 'world': 9111, 'behold': 842, 'other': 5619, 'half': 3762, 'lives': 4810, 'writes': 9148, 'as': 562, 'were': 8960, 'from': 3403, 'within': 9077, 'eye': 2992, 'theatrical': 8173, 'effect': 2654, 'upon': 8649, 'well': 8956, 'do': 2436, 'insistence': 4316, 'peculiar': 5818, 'virtues': 8790, 'vices': 8760, 'portrayed': 6077, 'just': 4517, 'they': 8194, 'human': 4030, 'beings': 845, 'like': 4762, 'us': 8659, 'democratic': 2151, 'spirit': 7621, 'reflected': 6550, 'breathing': 1078, 'broad': 1106, 'humanity': 4035, 'true': 8452, 'universality': 8592, 'an': 390, 'unstudied': 8628, 'generosity': 3503, 'proceed': 6210, 'not': 5434, 'intellectual': 4346, 'conviction': 1769, 'understand': 8538, 'all': 334, 'forgive': 3325, 'instinctive': 4333, 'feeling': 3110, 'has': 3814, 'right': 6798, 'set': 7167, 'himself': 3927, 'up': 8644, 'judge': 4501, 'over': 5644, 'can': 1213, 'only': 5563, 'observe': 5486, 'record': 6524, '1834': 10, 'appeared': 467, '_the': 100, 'spades_': 7581, 'pushkin': 6343, 'cloak_': 1485, 'gogol': 3606, 'finishing': 3173, 'off': 5519, 'old': 5540, 'outgoing': 5632, 'style': 7876, 'romanticism': 6861, 'beginning': 832, 'new': 5377, 'characteristically': 1334, 'we': 8926, 'read': 6466, '_queen': 93, 'volume': 8821, 'likelihood': 4764, 'shall': 7199, 'enjoy': 2777, 'greatly': 3671, 'why': 9022, 'ask': 572, 'answer': 427, 'might': 5105, 'been': 814, 'printed': 6196, 'american': 370, 'magazine': 4921, 'name': 5307, 'john': 4477, 'brown': 1118, 'now': 5453, 'take': 8064, 'next': 5385, 'ah': 298, 'exclaim': 2903, 'genuine': 3522, 'surely': 7970, 'cannot': 1223, 'palm': 5700, 'me': 5018, 'jones': 4487, 'smith': 7459, 'because': 803, 'strikes': 7834, 'note': 5436, 'deep': 2097, 'sympathy': 8041, 'disinherited': 2360, 'wholly': 9019, 'free': 3369, 'artificiality': 553, 'typical': 8501, 'purely': 6328, 'realistic': 6479, 'fiction': 3137, 'reached': 6463, 'its': 4442, 'perfected': 5852, 'development': 2244, 'turgenev': 8475, 'tolstoy': 8312, 'though': 8223, 'heads': 3844, 'list': 4794, 'those': 8221, 'writers': 9147, 'made': 4915, 'country': 1839, 'famous': 3045, 'still': 7755, 'romanticist': 6862, 'universal': 8591, 'literary': 4802, 'fashion': 3063, 'day': 2035, 'however': 4019, 'already': 351, 'gave': 3488, 'strong': 7845, 'indication': 4223, 'peculiarly': 5820, 'genius': 3508, 'realism': 6478, 'sense': 7127, 'innovator': 4295, 'taking': 8067, 'cue': 1944, 'poetry': 6033, 'byron': 1181, 'prose': 6272, 'current': 1962, 'period': 5862, 'advance': 249, 'age': 279, 'had': 3750, 'revolutionary': 6765, 'streak': 7810, '_ode': 84, 'liberty_': 4737, 'bits': 918, 'verse': 8740, 'intimacy': 4375, 'decembrist': 2068, 'rebels': 6490, 'show': 7283, 'youthful': 9194, 'fire': 3178, 'soon': 7546, 'died': 2265, 'down': 2485, 'found': 3348, 'possible': 6088, 'accommodate': 173, 'life': 4747, 'high': 3919, 'functionary': 3424, 'courtier': 1848, 'severe': 7178, 'despot': 2217, 'nicholas': 5390, 'be': 779, 'sure': 7969, 'always': 360, 'hated': 3823, 'flirting': 3238, 'revolutionarism': 6764, 'never': 5374, 'displayed': 2380, 'great': 3668, 'originality': 5611, 'depth': 2176, 'thought': 8224, 'simply': 7346, 'extraordinarily': 2985, 'gifted': 3541, 'perfect': 5851, 'versifier': 8742, 'wondrous': 9096, 'lyrist': 4907, 'delicious': 2130, 'raconteur': 6405, 'endowed': 2752, 'grace': 3635, 'ease': 2615, 'power': 6110, 'expression': 2969, 'delighted': 2133, 'exacting': 2876, 'artistic': 555, 'him': 3926, 'aptly': 497, 'applies': 478, 'dictum': 2261, 'socrates': 7500, 'wisdom': 9063, 'poets': 6034, 'write': 9145, 'sort': 7559, 'inspiration': 4322, 'mean': 5023, 'convey': 1765, 'thinker': 8203, 'despised': 2215, 'nevertheless': 5375, 'would': 9125, 'occupy': 5506, 'lower': 4878, 'position': 6078, 'did': 2262, 'reputation': 6687, 'depend': 2167, 'contributions': 1753, 'value': 8689, 'artist': 554, 'descended': 2187, '_cloak_': 48, 'said': 6944, 'dostoyevsky': 2473, 'novel': 5449, '_poor': 91, 'people_': 5844, 'which': 8984, 'ten': 8135, 'years': 9169, 'later': 4662, 'way': 8924, 'merely': 5081, 'extension': 2974, 'shorter': 7269, 'tale': 8068, 'indeed': 4212, 'passion': 5765, 'common': 1576, 'people': 5843, 'embracing': 2709, 'penetrating': 5834, 'suffering': 7912, 'reach': 6462, 'climax': 1477, 'psychologist': 6298, 'delved': 2144, 'deeply': 2100, 'into': 4378, 'soul': 7563, 'especially': 2834, 'abnormal': 128, 'diseased': 2350, 'aspects': 580, 'between': 892, 'scenes': 7010, 'heart': 3857, 'rending': 6640, 'abject': 125, 'poverty': 6108, 'injustice': 4288, 'wrong': 9152, 'torments': 8334, 'mental': 5068, 'pathology': 5782, 'managed': 4957, 'exhaust': 2924, 'range': 6434, 'woe': 9083, 'analysed': 391, 'misery': 5147, 'intensity': 4354, 'painstaking': 5687, 'regard': 6565, 'most': 5223, 'harrowing': 3812, 'details': 2231, 'upsetting': 8653, 'normally': 5426, 'constituted': 1717, 'nerves': 5366, 'horrors': 3994, 'must': 5281, 'forgiven': 3326, 'motive': 5231, 'inspiring': 4324, 'overpowering': 5650, 'love': 4869, 'desire': 2202, 'induce': 4240, 'equal': 2815, 'others': 5620, 'horror': 3993, 'sake': 6949, '_tour': 106, 'de': 2040, 'force_': 3307, 'poe': 6029, 'purpose': 6333, 'purification': 6329, 'through': 8252, 'articles': 552, 'faith': 3029, 'following': 3283, 'corollary': 1800, 'mankind': 4960, 'make': 4944, 'leading': 4688, 'element': 2686, 'passionate': 5766, 'search': 7061, 'means': 5026, 'improving': 4170, 'lot': 4864, 'fervent': 3123, 'attachment': 627, 'social': 7497, 'ideas': 4083, 'ideals': 4082, 'more': 5212, 'ardently': 507, 'devoted': 2251, 'cause': 1285, 'than': 8160, 'plot': 6016, 'turn': 8480, 'reflection': 6552, 'intellectuals': 4347, 'russians': 6922, 'seriously': 7152, 'any': 442, 'nation': 5320, 'books': 1011, 'mere': 5080, 'diversion': 2422, 'demand': 2145, 'mirror': 5141, 'service': 7163, 'achieve': 199, 'highest': 3921, 'recognition': 6514, 'also': 352, 'need': 5349, 'necessarily': 5344, 'finished': 3172, 'everything': 2869, 'subordinated': 7888, 'main': 4936, 'requirements': 6694, 'humanitarian': 4034, 'fidelity': 3139, 'secret': 7079, 'marvellous': 4989, 'before': 822, 'supreme': 7966, 'function': 3423, 'stands': 7696, 'awed': 692, 'humbled': 4037, 'knows': 4592, 'cover': 1850, 'lack': 4614, 'sincerity': 7351, 'rhetorical': 6774, 'tricks': 8426, 'verbal': 8735, 'cleverness': 1475, 'if': 4091, 'possesses': 6084, 'essential': 2837, 'simplest': 7344, 'will': 9037, 'suffice': 7915, 'these': 8192, 'qualities': 6357, 'exemplified': 2921, 'both': 1032, 'consciousness': 1694, 'grappled': 3652, 'problems': 6208, 'welfare': 8955, 'artists': 558, 'larger': 4648, 'truthful': 8461, 'representation': 6668, 'narrower': 5316, 'keen': 4530, 'appreciation': 485, 'form': 3329, 'thoroughly': 8220, 'occidental': 5502, 'tastes': 8092, 'sought': 7562, 'regeneration': 6567, 'radical': 6408, 'progress': 6238, 'along': 347, 'lines': 4783, 'european': 2855, 'democracy': 2150, 'hand': 3774, 'salvation': 6961, 'return': 6744, 'primitive': 6188, 'christian': 1413, 'religion': 6605, 'work': 9104, 'importance': 4157, 'sportsman': 7646, 'sketches_': 7384, 'dealt': 2049, 'question': 6375, 'serfdom': 7148, 'wielded': 9031, 'tremendous': 8419, 'influence': 4268, 'bringing': 1102, 'about': 135, 'abolition': 132, 'every': 2867, 'succeeding': 7899, 'book': 1010, '_rudin_': 95, '_fathers': 52, 'sons_': 7545, '_virgin': 110, 'soil_': 7509, 'presented': 6153, 'vivid': 8807, 'contemporary': 1733, 'society': 7498, 'clash': 1445, 'generations': 3502, 'struggles': 7852, 'aspirations': 582, 'thoughts': 8229, 'engrossed': 2773, 'advanced': 250, 'youth': 9193, 'collected': 1540, 'remarkable': 6616, 'successive': 7902, 'movements': 5253, 'preparation': 6143, 'fraught': 3366, 'epochal': 2813, 'significance': 7327, 'culminated': 1946, 'overthrow': 5654, 'czarism': 1989, 'inauguration': 4182, 'marking': 4975, 'transformation': 8386, 'estimate': 2846, 'second': 7075, 'shakespeare': 7195, 'flaubert': 3224, 'enthusiastic': 2799, 'outburst': 5628, 'frenchman': 3376, 'comparison': 1588, 'illuminating': 4104, 'point': 6038, 'resemblance': 6697, 'magnitude': 4931, 'each': 2597, 'colossus': 1545, 'creates': 1884, 'characters': 1335, 'kings': 4563, 'princes': 6190, 'ladies': 4620, 'servants': 7159, 'maids': 4933, 'peasants': 5817, 'vastly': 8715, 'divergent': 2421, 'angle': 408, 'approach': 488, 'anna': 418, 'karenina': 4524, 'subtle': 7897, 'womanly': 9087, 'charm': 1343, 'olivia': 5546, 'portia': 6073, 'different': 2268, 'trials': 8425, 'could': 1825, 'treated': 8408, 'pages': 5678, 'except': 2892, 'sinning': 7361, 'gertrude': 3528, 'mother': 5226, 'hamlet': 3771, 'prejudices': 6139, 'accepted': 165, 'absurd': 155, 'moralities': 5210, 'conventions': 1758, 'institutions': 4335, 'gravedigger': 3666, 'naturally': 5324, 'inferior': 4258, 'lord': 4858, 'come': 1552, 'clown': 1504, 'mob': 5169, 'rabble': 6399, 'iconoclast': 4079, 'completest': 1606, 'independence': 4217, 'mind': 5121, 'utterly': 8674, 'refuses': 6562, 'accept': 164, 'established': 2840, 'opinions': 5577, 'probes': 6205, 'things': 8201, 'generous': 3504, 'comprehensive': 1619, 'absolute': 147, 'incapacity': 4184, 'evaluate': 2857, 'according': 181, 'station': 7715, 'rank': 6435, 'profession': 6226, 'standard': 7694, 'spiritual': 7624, 'worth': 9121, 'complete': 1604, 'contrast': 1752, 'men': 5064, 'creature': 1888, 'higher': 3920, 'possessed': 6083, 'supernatural': 7953, 'endowments': 2753, 'omniscience': 5556, 'insight': 4311, 'hiddenmost': 3914, 'springs': 7658, 'actions': 213, 'appear': 464, 'miraculous': 5137, 'makes': 4946, 'impression': 4166, 'detachment': 2230, 'reveal': 6748, 'while': 8985, 'greatness': 3672, 'blends': 947, 'oracle': 5589, 'uttering': 8673, 'profundities': 6236, 'wot': 9124, 'religious': 6607, 'moral': 5209, 'tracts': 8363, 'latter': 4667, 'instinct': 4332, 'beauty': 800, 'divest': 2426, 'sermons': 7155, 'earlier': 2604, 'novels': 5451, 'concern': 1637, 'bigness': 902, 'prince': 6189, 'pauper': 5796, 'alike': 331, 'extravagant': 2988, 'praise': 6119, 'then': 8182, 'let': 4724, 'echo': 2630, 'william': 9039, 'dean': 2050, 'howells': 4018, 'know': 4587, 'speak': 7589, 'measured': 5031, 'far': 3054, 'considered': 1705, 'valuable': 8688, 'exception': 2893, 'whose': 9021, 'rests': 6736, 'chiefly': 1385, 'generally': 3498, 'field': 3140, 'long': 4845, 'pre': 6127, 'eminence': 2715, 'otherwise': 5621, 'since': 7349, 'young': 9185, 'until': 8633, 'counted': 1831, 'therefore': 8189, 'gain': 3445, 'distinction': 2399, 'measure': 5030, 'success': 7900, 'better': 891, 'testimony': 8158, 'words': 9102, 'matthew': 5008, 'arnold': 531, 'critic': 1908, 'certainly': 1306, 'given': 3551, 'overstatement': 5651, '1887': 14, 'vogue': 8813, 'deserves': 2198, 'novelist': 5450, 'master': 4997, 'spell': 7609, 'what': 8967, 'external': 2977, 'internal': 4369, 'gesture': 3530, 'manner': 4962, 'less': 4722, 'willingly': 9041, 'themselves': 8181, 'known': 4591, 'imaginative': 4116, 'our': 5625, 'popular': 6063, 'present': 6152, 'moment': 5187, 'seem': 7098, 'hold': 3947, 'strict': 7828, 'censorship': 1297, 'imposed': 4160, 'many': 4966, 'contented': 1737, 'expressing': 2968, 'essays': 2836, 'driven': 2544, 'conceal': 1627, 'meaning': 5024, 'guise': 3733, 'satire': 6977, 'allegory': 336, 'rise': 6812, 'genre': 3510, 'editorial': 2649, 'essay': 2835, 'done': 2461, 'satirist': 6978, 'saltykov': 6958, 'pseudonym': 6297, 'shchedrin': 7221, 'achieved': 200, 'popularity': 6064, 'concluding': 1642, 'quarter': 6363, 'century': 1303, 'korolenko': 4599, 'garshin': 3478, 'arose': 532, 'cultivation': 1949, 'assumed': 607, 'alongside': 348, 'masters': 4999, 'gorky': 3620, 'andreyev': 398, 'same': 6962, 'active': 214, 'decade': 2060, 'nineteenth': 5401, 'temporary': 8131, 'defeat': 2103, '1906': 16, 'rendered': 6638, 'series': 7150, 'voice': 8814, 'sprung': 7661, 'embodiment': 2706, 'accumulated': 183, 'wrath': 9133, 'indignation': 4229, 'centuries': 1302, 'oppression': 5586, 'gentlemanly': 3516, 'tones': 8317, 'cultured': 1951, 'mighty': 5106, 'hammer': 3772, 'blows': 977, 'fell': 3115, 'decaying': 2062, 'fabric': 2999, 'longer': 4847, 'feeble': 3104, 'despairing': 2208, 'protest': 6278, 'strength': 7817, 'confidence': 1664, 'victory': 8768, 'onslaught': 5564, 'shook': 7259, 'tumbled': 8470, 'reaction': 6465, 'celebrated': 1294, 'lived': 4806, 'triumph': 8438, 'gloom': 3580, 'settled': 7171, 'again': 276, 'co': 1512, 'fighters': 3148, 'withdrew': 9075, 'battle': 775, 'despair': 2207, 'returning': 6746, 'mood': 5206, 'hopelessness': 3982, 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3009, 'conditions': 1654, 'situations': 7373, 'reproduction': 6682, 'scrupulously': 7048, 'inexorable': 4251, 'without': 9078, 'obtruding': 5496, 'personality': 5884, 'somehow': 7534, 'manages': 4959, 'laugh': 4668, 'cry': 1937, 'shed': 7225, 'tear': 8109, 'horrified': 3992, 'contrives': 1754, 'feel': 3109, 'nearness': 5341, 'objectiveness': 5475, 'defies': 2111, 'analysis': 392, 'constitutes': 1718, 'charms': 1346, 'astounding': 617, 'resourcefulness': 6714, 'versatility': 8739, 'monotony': 5197, 'repetition': 6657, 'neither': 5363, 'incident': 4188, 'nor': 5424, 'knowledge': 4590, 'unlimited': 8600, 'idea': 4081, 'consider': 1701, 'sufficient': 7918, 'expand': 2933, 'disposes': 2385, 'example': 2884, '_vanka_': 109, 'apparently': 460, 'episode': 2812, 'childhood': 1388, 'nine': 5399, 'year': 9166, 'boy': 1051, 'really': 6481, 'tragedy': 8369, 'tempting': 8134, 'glimpses': 3573, 'past': 5769, 'environment': 2810, 'ominous': 5553, 'forebodings': 3312, 'future': 3441, 'contracted': 1748, 'space': 7577, 'five': 3201, 'lavish': 4674, 'inventiveness': 4397, 'effort': 2657, 'invent': 4393, 'used': 8661, 'word': 9101, 'expresses': 2967, 'lamely': 4630, 'faculty': 3011, 'distinguishes': 2403, 'reveals': 6750, 'revealed': 6749, 'special': 7593, 'organ': 5602, 'enabled': 2736, 'see': 7092, 'hear': 3851, 'mortals': 5221, 'dream': 2519, 'existence': 2931, 'lays': 4681, 'bare': 747, 'fictitious': 3138, 'invented': 4394, 'real': 6473, 'ordinary': 5600, 'familiar': 3041, 'playing': 6001, 'conceivable': 1631, 'objects': 5476, 'emotions': 2719, 'matter': 5006, 'microscopic': 5099, 'endows': 2754, 'virtue': 8789, 'steppe_': 7739, 'uneventful': 8562, 'travelling': 8400, 'after': 273, 'flat': 3221, 'monotonous': 5196, 'fields': 3141, 'becomes': 805, 'dramatic': 2504, 'interest': 4361, '125': 4, 'attribute': 652, 'follow': 3281, 'breathless': 1079, 'suspense': 7993, 'minute': 5132, 'description': 2191, 'declining': 2085, 'days': 2037, 'scientist': 7021, 'physical': 5922, 'faculties': 3010, 'gradually': 3639, 'ebbing': 2627, 'tiresome': 8290, 'story_': 7790, 'calls': 1203, 'vitality': 8804, 'conjured': 1680, 'magic': 4925, 'touch': 8345, 'strange': 7799, 'divination': 2428, 'term': 8147, 'invention': 4396, 'divines': 2430, 'impulses': 4176, 'scents': 7011, 'buried': 1144, 'subconscious': 7880, 'brings': 1103, 'surface': 7972, 'specialists': 7594, 'certain': 1305, 'strata': 7805, 'venture': 8732, 'beyond': 896, 'step': 7736, 'uncertain': 8520, 'material': 5003, 'delimited': 2137, 'equally': 2817, 'home': 3959, 'everywhere': 2870, 'labourer': 4610, 'merchant': 5074, 'priest': 6185, 'professional': 6227, 'scholar': 7014, 'military': 5112, 'officer': 5531, 'government': 3630, 'gentile': 3512, 'jew': 4465, 'woman': 9086, 'child': 1387, 'intimate': 4376, 'sharply': 7217, 'defined': 2112, 'individuals': 4239, 'types': 8500, 'women': 9088, 'children': 1390, 'play': 5996, 'part': 5736, 'clear': 1462, 'distinct': 2398, 'personalities': 5883, 'ariadne': 519, 'lilly': 4770, 'heroine': 3905, 'sudermann': 7908, '_song': 98, 'songs_': 7543, '_ariadne_': 42, 'single': 7354, 'darling_': 2023, 'ever': 2866, 'forget': 3323, 'separate': 7140, 'own': 5665, 'felt': 3118, 'feelings': 3111, 'spoke': 7641, 'she': 7223, 'loved': 4870, 'crushed': 1936, 'care': 1241, 'sank': 6969, 'sunk': 7941, 'husbands': 4067, 'became': 802, 'happy': 3796, 'compilation': 1597, 'guided': 3729, 'largest': 4649, 'prominent': 6248, 'specimens': 7600, 'characteristic': 1333, 'instances': 4327, 'case': 1265, 'selection': 7110, 'view': 8770, 'intrinsic': 4384, 'merit': 5083, 'rather': 6449, 'typifying': 8502, 'course': 1844, 'impossible': 4163, 'my': 5294, 'anthology': 434, 'gives': 3552, 'notion': 5445, 'achievement': 201, 'good': 3613, 'reading': 6471, 'reason': 6482, 'doubt': 2479, 'get': 3532, 'pleasure': 6012, 'addition': 223, 'prove': 6286, 'assistance': 598, 'students': 7858, 'task': 8087, 'doubly': 2478, '_shades_': 97, '_lazarus_': 68, '_current': 50, 'opinion_': 5576, 'revolutionist_': 6767, '_metropolitan': 76, 'magazine_': 4922, 'thanking': 8163, 'mr': 5255, 'edward': 2653, 'wheeler': 8972, 'editor': 2648, 'carl': 1254, 'hovey': 4016, 'permission': 5870, 'reprint': 6676, 'signature': 7324, 'alexsandr': 328, 'card': 1239, 'party': 5756, 'rooms': 6870, 'narumov': 5317, 'horse': 3995, 'guards': 3724, 'winter': 9060, 'passed': 5761, 'imperceptibly': 4145, 'clock': 1488, 'morning': 5216, 'company': 1584, 'sat': 6973, 'supper': 7955, 'won': 9089, 'ate': 619, 'appetite': 472, 'staring': 7701, 'absently': 146, 'empty': 2734, 'plates': 5991, 'champagne': 1320, 'conversation': 1759, 'animated': 415, 'took': 8321, 'fare': 3055, 'surin': 7975, 'asked': 574, 'host': 4001, 'oh': 5537, 'usual': 8666, 'confess': 1660, 'am': 361, 'unlucky': 8602, 'mirandole': 5140, 'keep': 4533, 'cool': 1782, 'allow': 338, 'anything': 446, 'put': 6347, 'lose': 4859, 'once': 5558, 'yourself': 9191, 'tempted': 8133, 'back': 704, 'red': 6531, 'your': 9189, 'firmness': 3188, 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'hoops': 3976, 'informed': 4272, 'grandfather': 3644, 'loss': 4861, 'gaming': 3465, 'table': 8048, 'ordered': 5596, 'pay': 5806, 'money': 5193, 'deceased': 2063, 'remember': 6622, 'house': 4008, 'steward': 7746, 'dreaded': 2516, 'hearing': 3853, 'heavy': 3872, 'calculated': 1193, 'sums': 7935, 'pointed': 6039, 'six': 7374, 'months': 5204, 'spent': 7614, 'million': 5117, 'francs': 3363, 'moscow': 5222, 'saratov': 6970, 'estates': 2842, 'finally': 3160, 'refused': 6561, 'blank': 933, 'debt': 2058, 'box': 1049, 'ear': 2603, 'slept': 7423, 'herself': 3908, 'sign': 7322, 'displeasure': 2382, 'sent': 7133, 'husband': 4066, 'hoping': 3984, 'domestic': 2455, 'punishment': 6317, 'inflexible': 4264, 'entered': 2791, 'reasonings': 6485, 'explanations': 2959, 'thinking': 8204, 'able': 127, 'convince': 1771, 'debts': 2059, 'difference': 2267, 'coachmaker': 1514, 'vain': 8680, 'remained': 6612, 'obdurate': 5468, 'shortly': 7271, 'acquainted': 206, 'heard': 3852, 'count': 1830, 'st': 7673, 'germain': 3525, 'whom': 9020, 'told': 8310, 'represented': 6672, 'wandering': 8870, 'discoverer': 2342, 'elixir': 2690, 'philosopher': 5914, 'stone': 7774, 'forth': 3339, 'laughed': 4669, 'charlatan': 1342, 'casanova': 1264, 'memoirs': 5061, 'says': 6995, 'spy': 7665, 'spite': 7626, 'mystery': 5299, 'surrounding': 7985, 'fascinating': 3061, 'circles': 1426, 'retains': 6739, 'affectionate': 264, 'recollection': 6518, 'angry': 410, 'speaks': 7592, 'disrespectfully': 2391, 'knew': 4578, 'large': 4646, 'disposal': 2383, 'resolved': 6710, 'recourse': 6527, 'letter': 4725, 'asking': 576, 'delay': 2122, 'queer': 6369, 'immediately': 4128, 'waited': 8850, 'overwhelmed': 5659, 'grief': 3686, 'described': 2190, 'blackest': 926, 'colours': 1549, 'barbarity': 743, 'ended': 2748, 'declaring': 2083, 'depended': 2168, 'friendship': 3390, 'amiability': 371, 'want': 8873, 'easy': 2621, 'paid': 5679, 'should': 7274, 'bring': 1101, 'fresh': 3381, 'troubles': 8448, 'getting': 3534, 'difficulty': 2272, 'win': 9044, 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2987, 'telling': 8122, 'solemn': 7518, 'promise': 6250, 'opponent': 5578, 'game': 3461, 'staked': 7687, 'fifty': 3146, 'rubles': 6900, 'doubled': 2477, 'stake': 7686, 'pursuing': 6339, 'tactics': 8055, 'go': 3592, 'bed': 807, 'dawn': 2034, 'emptied': 2732, 'glasses': 3563, 'leave': 4702, 'ii': 4097, 'seated': 7072, 'dressing': 2532, 'room': 6868, 'front': 3404, 'looking': 4853, 'glass': 3562, 'waiting': 8851, 'stood': 7777, 'around': 533, 'held': 3880, 'pot': 6095, 'rouge': 6881, 'hair': 3757, 'pins': 5962, 'tall': 8077, 'bright': 1095, 'ribbons': 6779, 'slightest': 7426, 'pretensions': 6168, 'preserved': 6158, 'habits': 3748, 'dressed': 2530, 'accordance': 180, 'seventy': 7176, 'careful': 1245, 'toilette': 8307, 'previously': 6177, 'near': 5335, 'window': 9047, 'embroidery': 2711, 'frame': 3362, 'ward': 8879, 'grandmamma': 3645, 'entering': 2792, '_bonjour': 45, 'mademoiselle': 4916, 'lise_': 4791, 'something': 7536, 'paul': 5793, 'introduce': 4385, 'friends': 3389, 'ball': 719, 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3747, 'coquetting': 1793, 'passing': 5764, 'continue': 1743, 'gaze': 3491, 'sewing': 7183, 'couple': 1840, 'hours': 4007, 'raising': 6429, 'dinner': 2295, 'announced': 420, 'rose': 6875, 'glancing': 3560, 'casually': 1273, 'perceived': 5847, 'seemed': 7099, 'uneasiness': 8556, 'stepping': 7741, 'saw': 6992, 'close': 1490, 'concealed': 1628, 'fur': 3429, 'collar': 1535, 'dark': 2018, 'sparkled': 7586, 'beneath': 867, 'cap': 1225, 'alarmed': 319, 'trembled': 8415, 'accustomed': 194, 'drew': 2534, 'prey': 6178, 'curiosity': 1957, 'agitated': 287, 'forward': 3346, 'making': 4947, 'appearance': 465, 'customary': 1979, 'hour': 4006, 'mute': 5284, 'acquaintance': 204, 'sitting': 7371, 'grateful': 3658, 'sharp': 7214, 'sudden': 7906, 'flush': 3262, 'pale': 5695, 'glances': 3559, 'met': 5090, 'commenced': 1567, 'smile': 7453, 'girl': 3548, 'beat': 793, 'violently': 8786, 'regretted': 6576, 'thoughtless': 8227, 'betrayed': 890, 'volatile': 8818, 'naturalised': 5323, 'inherited': 4282, 'capital': 1229, 'firmly': 3187, 'convinced': 1772, 'necessity': 5346, 'preserving': 6159, 'private': 6201, 'income': 4199, 'allowing': 340, 'luxury': 4903, 'moreover': 5213, 'reserved': 6701, 'ambitious': 368, 'companions': 1583, 'opportunity': 5581, 'merry': 5086, 'expense': 2945, 'extreme': 2989, 'parsimony': 5734, 'passions': 5767, 'ardent': 506, 'imagination': 4115, 'disposition': 2386, 'errors': 2829, 'thus': 8267, 'gamester': 3463, 'touched': 8346, 'risk': 6816, 'nights': 5395, 'together': 8304, 'feverish': 3133, 'anxiety': 439, 'turns': 8483, 'powerful': 6111, 'nothing': 5440, 'walked': 8858, 'streets': 7816, 'petersburg': 5895, 'names': 5310, 'try': 8462, 'fortune': 3344, 'introduced': 4386, 'favour': 3082, 'itself': 4443, 'economy': 2635, 'temperance': 8126, 'industry': 4246, 'double': 2476, 'increase': 4208, 'sevenfold': 7173, 'procure': 6218, 'myself': 5296, 'musing': 5280, 'principal': 6192, 'antiquated': 436, 'architecture': 504, 'blocked': 961, 'equipages': 2819, 'carriages': 1258, 'brilliantly': 1100, 'illuminated': 4103, 'doorway': 2470, 'stepped': 7740, 'shaped': 7207, 'foot': 3295, 'boot': 1016, 'silk': 7335, 'stockings': 7767, 'shoes': 7257, 'member': 5059, 'diplomatic': 2296, 'furs': 3435, 'cloaks': 1487, 'rapid': 6436, 'gigantic': 3543, 'porter': 6071, 'entrance': 2804, 'stopped': 7782, 'watchman': 8907, 'started': 7706, 'walking': 8861, 'owner': 5666, 'modest': 5174, 'lodging': 4835, 'sleep': 7412, 'doze': 2492, 'green': 3676, 'tables': 8049, 'piles': 5949, 'banknotes': 733, 'heaps': 3850, 'ducats': 2571, 'uninterruptedly': 8587, 'gathered': 3483, 'gold': 3609, 'filled': 3156, 'pockets': 6026, 'notes': 5437, 'woke': 9084, 'sighed': 7318, 'imaginary': 4114, 'wealth': 8931, 'sallying': 6954, 'residence': 6703, 'unknown': 8597, 'attracted': 650, 'thither': 8215, 'windows': 9048, 'luxuriant': 4901, 'black': 924, 'probably': 6204, 'complexion': 1608, 'pair': 5691, 'decided': 2072, 'fate': 3071, 'iii': 4098, 'taken': 8065, 'vehicle': 8721, 'prepared': 6146, 'seats': 7073, 'footmen': 3299, 'assisting': 602, 'enter': 2790, 'beside': 875, 'wheel': 8971, 'grasped': 3654, 'alarm': 318, 'caused': 1286, 'presence': 6151, 'disappeared': 2313, 'fingers': 3170, 'glove': 3585, 'during': 2586, 'custom': 1978, 'airing': 308, 'constantly': 1716, 'questions': 6380, 'bridge': 1092, 'written': 9151, 'signboard': 7325, 'vague': 8678, 'answers': 430, 'exclaimed': 2904, 'senses': 7130, 'heaven': 3865, 'thanked': 8162, 'plainly': 5980, 'enough': 2783, 'ran': 6431, 'sealed': 7055, 'contained': 1729, 'declaration': 2080, 'tender': 8137, 'respectful': 6718, 'copied': 1786, 'exceedingly': 2888, 'uneasy': 8557, 'confidential': 1666, 'relations': 6594, 'boldness': 1000, 'imprudent': 4171, 'behaviour': 839, 'cease': 1290, 'assuming': 608, 'towards': 8351, 'check': 1358, 'perplexity': 5876, 'female': 3119, 'friend': 3385, 'adviser': 258, 'length': 4717, 'pen': 5831, 'paper': 5713, 'tore': 8330, 'expressed': 2966, 'inviting': 4412, 'decisive': 2076, 'satisfied': 6981, 'intentions': 4358, 'honourable': 3968, 'offend': 5521, 'begin': 831, 'complain': 1599, 'undeserved': 8546, 'slight': 7425, 'opened': 5568, 'ventilator': 8731, 'threw': 8241, 'trusting': 8459, 'perception': 5849, 'pick': 5929, 'picked': 5931, 'repaired': 6647, 'confectioner': 1658, 'shop': 7262, 'breaking': 1071, 'seal': 7054, 'envelope': 2807, 'inside': 4310, 'occupied': 5505, 'intrigue': 4382, 'eyed': 2995, 'milliner': 5116, 'establishment': 2841, 'brought': 1116, 'fearing': 3089, 'suddenly': 7907, 'recognised': 6513, 'mistake': 5155, 'smiling': 7456, 'knowingly': 4589, 'goodness': 3614, 'glanced': 3558, 'requested': 6690, 'interview': 4374, 'audacious': 655, 'request': 6689, 'fragments': 3359, 'torn': 8335, 'disconcerted': 2333, 'remark': 6615, 'ought': 5624, 'ashamed': 569, 'translated': 8389, 'bore': 1023, 'full': 3418, 'inflexibility': 4263, 'disordered': 2371, 'condition': 1653, 'uncontrollable': 8527, 'sending': 7123, 'intoxicated': 4381, 'embassy': 2704, 'remain': 6611, 'seeing': 7094, 'gone': 3612, 'swiss': 8032, 'usually': 8667, 'goes': 3605, 'lodge': 4833, 'eleven': 2689, 'walk': 8857, 'straight': 7794, 'upstairs': 8654, 'meet': 5049, 'anybody': 443, 'probable': 6203, 'maidservants': 4934, 'bedroom': 810, 'doors': 2469, 'leads': 4689, 'cabinet': 1185, 'enters': 2793, 'corridor': 1811, 'end': 2743, 'winding': 9046, 'tiger': 8273, 'arrive': 545, 'terrible': 8150, 'violence': 8784, 'sleety': 7418, 'snow': 7486, 'flakes': 3210, 'lamps': 4634, 'emitted': 2716, 'light': 4752, 'deserted': 2194, 'sledge': 7410, 'drawn': 2513, 'sorry': 7558, 'hack': 3749, 'belated': 847, 'passenger': 5762, 'enveloped': 2808, 'thick': 8195, 'overcoat': 5645, 'carry': 1260, 'arms': 530, 'wrapped': 9129, 'sable': 6928, 'clad': 1437, 'mantle': 4964, 'ornamented': 5615, 'wreath': 9135, 'followed': 3282, 'closed': 1491, 'rolled': 6854, 'heavily': 3869, 'yielding': 9182, 'shut': 7304, 'lamp': 4633, 'watch': 8902, 'twenty': 8486, 'impatiently': 4142, 'remaining': 6613, 'pass': 5759, 'precisely': 6133, 'ascended': 564, 'steps': 7742, 'brightly': 1097, 'vestibule': 8751, 'hastily': 3819, 'footman': 3298, 'asleep': 578, 'antique': 437, 'chair': 1311, 'firm': 3185, 'dining': 2294, 'darkness': 2021, 'penetrated': 5833, 'images': 4113, 'golden': 3610, 'burning': 1148, 'faded': 3013, 'stuffed': 7864, 'chairs': 1313, 'divans': 2420, 'soft': 7504, 'cushions': 1977, 'melancholy': 5052, 'symmetry': 8038, 'walls': 8865, 'hung': 4051, 'china': 1397, 'portraits': 6076, 'madame': 4914, 'lebrun': 4705, 'stout': 7791, 'uniform': 8583, 'star': 7698, 'breast': 1073, 'beautiful': 798, 'aquiline': 498, 'nose': 5429, 'forehead': 3316, 'curls': 1960, 'powdered': 6109, 'corners': 1799, 'porcelain': 6066, 'shepherds': 7238, 'shepherdesses': 7237, 'clocks': 1489, 'workshop': 9110, 'lefroy': 4707, 'bandboxes': 726, 'roulettes': 6885, 'fans': 3051, 'playthings': 6003, 'amusement': 387, 'montgolfier': 5202, 'balloons': 721, 'mesmer': 5087, 'magnetism': 4927, 'rage': 6412, 'iron': 4417, 'led': 4706, 'retraced': 6741, 'slowly': 7440, 'struck': 7849, 'twelve': 8485, 'strokes': 7843, 'echoed': 2631, 'quiet': 6386, 'leaning': 4692, 'stove': 7793, 'regularly': 6577, 'dangerous': 2007, 'inevitable': 4249, 'undertaking': 8544, 'distant': 2397, 'noise': 5412, 'wheels': 8973, 'involuntary': 4414, 'agitation': 288, 'possession': 6086, 'sound': 7565, 'bustle': 1161, 'hither': 3940, 'confusion': 1674, 'voices': 8815, 'alive': 333, 'voltaire': 8820, 'armchair': 525, 'peeped': 5824, 'chink': 1399, 'hurried': 4061, 'spiral': 7619, 'assailed': 584, 'pricking': 6182, 'conscience': 1690, 'emotion': 2718, 'transitory': 8388, 'petrified': 5898, 'undress': 8552, 'bedecked': 809, 'wig': 9034, 'white': 9005, 'closely': 1492, 'cut': 1983, 'hairpins': 3759, 'showers': 7285, 'yellow': 9175, 'satin': 6976, 'brocaded': 1108, 'silver': 7338, 'swollen': 8033, 'feet': 3114, 'witness': 9079, 'repugnant': 6685, 'mysteries': 5297, 'gown': 3632, 'costume': 1818, 'suitable': 7926, 'hideous': 3916, 'general': 3497, 'suffered': 7911, 'sleeplessness': 7416, 'undressed': 8553, 'dismissed': 2368, 'candles': 1217, 'mumbling': 5262, 'flaccid': 3208, 'swaying': 8009, 'fro': 3401, 'dull': 2580, 'vacancy': 8676, 'rocking': 6844, 'body': 994, 'voluntary': 8823, 'action': 212, 'galvanic': 3457, 'mechanism': 5037, 'inexplicable': 4252, 'ceased': 1291, 'tremble': 8414, 'low': 4877, 'intention': 4356, 'doing': 2447, 'harm': 3806, 'silence': 7330, 'bending': 866, 'repeated': 6651, 'silent': 7332, 'insure': 4344, 'happiness': 3795, 'seeking': 7096, 'joke': 4483, 'assure': 611, 'joking': 4485, 'angrily': 409, 'helped': 3884, 'visibly': 8793, 'features': 3097, 'quickly': 6385, 'resumed': 6738, 'former': 3334, 'immobility': 4132, 'grandsons': 3649, 'spendthrift': 7613, 'preserve': 6157, 'paternal': 5778, 'inheritance': 4281, 'die': 2264, 'demon': 2153, 'thrown': 8256, 'paused': 5798, 'tremblingly': 8418, 'awaited': 682, 'knees': 4576, 'rapture': 6440, 'entreat': 2805, 'wife': 9032, 'sacred': 6931, 'reject': 6585, 'prayer': 6124, 'connected': 1682, 'sin': 7348, 'eternal': 2848, 'bargain': 751, 'devil': 2246, 'reflect': 6549, 'live': 4805, 'sins': 7362, 'hands': 3781, 'grandchildren': 3643, 'bless': 948, 'memory': 5063, 'reverence': 6754, 'saint': 6947, 'answered': 429, 'hag': 3754, 'grinding': 3694, 'teeth': 8115, 'pistol': 5968, 'pocket': 6024, 'exhibited': 2927, 'protect': 6275, 'shot': 7272, 'backwards': 708, 'childish': 1389, 'iv': 4444, 'chambermaid': 1318, 'reluctantly': 6609, 'assist': 597, 'saying': 6994, 'trembling': 8417, 'expecting': 2939, 'glance': 3557, 'prevented': 6174, 'keeping': 4534, 'appointment': 482, 'undressing': 8554, 'recall': 6491, 'circumstances': 1428, 'carried': 1259, 'weeks': 8947, 'correspondence': 1809, 'inducing': 4242, 'grant': 3650, 'nocturnal': 5410, 'bottom': 1036, 'spoken': 7642, 'piqued': 5967, 'pauline': 5794, 'contrary': 1751, 'flirt': 3237, 'wished': 9068, 'revenge': 6752, 'air': 307, 'engaged': 2767, 'endless': 2750, 'mazurka': 5017, 'teasing': 8114, 'partiality': 5739, 'imagined': 4119, 'jests': 4464, 'happily': 3794, 'aimed': 304, 'learnt': 4698, 'distinguished': 2402, 'romantic': 6860, 'profile': 6229, 'napoleon': 5312, 'mephistopheles': 5072, 'believe': 850, 'least': 4700, 'crimes': 1900, 'headache': 3838, 'whatever': 8968, 'dissatisfied': 2392, 'act': 210, 'differently': 2269, 'designs': 2201, 'listens': 4798, 'attentively': 644, 'church': 1418, 'parade': 5716, 'approaching': 491, '_oubli': 86, 'ou': 5623, 'regret_': 6575, 'interrupted': 4372, 'tantalisingly': 8083, 'interesting': 4363, 'chosen': 1410, 'effecting': 2655, 'reconciliation': 6523, 'dance': 2003, 'conducted': 1656, 'longed': 4846, 'renew': 6641, 'departure': 2166, 'talk': 8073, 'dreamer': 2521, 'portrait': 6075, 'sketched': 7383, 'coincided': 1528, 'picture': 5936, 'formed': 3333, 'latest': 4663, 'romances': 6859, 'countenance': 1832, 'admirer': 237, 'invested': 4400, 'attributes': 654, 'capable': 1226, 'alarming': 320, 'crossed': 1920, 'adorned': 246, 'uncovered': 8528, 'bosom': 1030, 'shuddered': 7300, 'terrified': 8153, 'afraid': 271, 'added': 222, 'happened': 3790, 'terror': 8155, 'desires': 2204, 'bold': 997, 'obstinate': 5490, 'pursuit': 6340, 'yearned': 9167, 'satisfy': 6982, 'blind': 953, 'tool': 8322, 'robber': 6837, 'murderer': 5267, 'benefactress': 868, 'wept': 8959, 'tears': 8111, 'agonised': 290, 'repentance': 6655, 'gazed': 3492, 'violent': 8785, 'wonderful': 9092, 'enhanced': 2774, 'produce': 6221, 'hardened': 3799, 'grieved': 3687, 'irreparable': 4424, 'obtain': 5492, 'monster': 5198, 'loaded': 4820, 'extinguished': 2978, 'illumined': 4106, 'wiped': 9062, 'stained': 7682, 'fierce': 3142, 'frown': 3408, 'attitude': 648, 'conducting': 1657, 'drawer': 2510, 'key': 4541, 'handed': 3775, 'instructions': 4336, 'pressed': 6161, 'limp': 4779, 'kissed': 4566, 'bowed': 1046, 'tranquillity': 8381, 'earnestly': 2607, 'reality': 6480, 'tapestry': 8084, 'descend': 2185, 'coming': 1560, 'glided': 3569, 'embroidered': 2710, 'coat': 1520, '_à': 116, 'oiseau': 5539, 'royal_': 6891, 'pressing': 6162, 'cornered': 1798, 'gallant': 3451, 'mouldering': 5234, 'grave': 3665, 'mistress': 5159, 'traversed': 8402, 'fatal': 3070, 'convent': 1757, 'honours': 3970, 'mortal': 5220, 'remains': 6614, 'remorse': 6629, 'stifle': 7751, 'entertaining': 2795, 'belief': 848, 'superstitious': 7954, 'believing': 852, 'exercise': 2923, 'evil': 2874, 'obsequies': 5484, 'implore': 4153, 'pardon': 5726, 'crowd': 1927, 'coffin': 1527, 'placed': 5974, 'catafalque': 1275, 'velvet': 8725, 'baldachin': 718, 'lay': 4679, 'lace': 4612, 'robe': 6841, 'members': 5060, '_caftans_': 46, 'armorial': 528, 'shoulders': 7276, 'relatives': 6596, 'mourning': 5243, '_une': 107, 'affectation_': 263, 'surprised': 7981, 'preacher': 6129, 'pronounced': 6256, 'funeral': 3427, 'sermon': 7153, 'touching': 8348, 'peaceful': 5811, 'righteous': 6799, 'angel': 404, 'orator': 5591, 'pious': 5963, 'meditation': 5042, 'midnight': 5101, 'bridegroom': 1090, 'concluded': 1641, 'amidst': 375, 'farewell': 3056, 'corpse': 1802, 'render': 6637, 'homage': 3958, 'participator': 5742, 'frivolous': 3400, 'amusements': 388, 'ground': 3707, 'knelt': 4577, 'stones': 7775, 'darted': 2026, 'mocking': 5171, 'winked': 9056, 'false': 3038, 'borne': 1029, 'fainting': 3022, 'porch': 6067, 'disturbed': 2417, 'solemnity': 7519, 'gloomy': 3581, 'congregation': 1679, 'murmur': 5270, 'thin': 8199, 'chamberlain': 1317, 'relative': 6595, 'whispered': 8999, 'natural': 5322, 'coldly': 1532, 'strangely': 7800, 'excited': 2899, 'repairing': 6648, 'restaurant': 6726, 'dine': 2292, 'drank': 2505, 'wine': 9051, 'deadening': 2043, 'inward': 4415, 'served': 7161, 'excite': 2898, 'moon': 5207, 'shining': 7245, 'somebody': 7533, 'orderly': 5598, 'drunk': 2563, 'expedition': 2943, 'presently': 6155, 'footsteps': 3300, 'softly': 7506, 'floor': 3252, 'slippers': 7433, 'mistook': 5158, 'nurse': 5461, 'wondered': 9091, 'rapidly': 6438, 'across': 209, 'ace': 195, 'marry': 4980, 'turned': 8481, 'round': 6886, 'shuffling': 7302, 'gait': 3448, 'recover': 6528, 'lying': 4905, 'waking': 8856, 'information': 4271, 'obtained': 5493, 'locked': 4830, 'vision': 8794, 'vi': 8757, 'exist': 2929, 'drove': 2556, 'perpetually': 5874, 'continually': 1741, 'slender': 7422, 'hearts': 3861, 'reminded': 6625, 'haunted': 3829, 'shapes': 7209, 'threes': 8239, 'bloomed': 969, 'forms': 3337, 'magnificent': 4929, 'sevens': 7174, 'gothic': 3625, 'portals': 6070, 'aces': 196, 'transformed': 8387, 'spiders': 7616, 'profitable': 6231, 'purchased': 6325, 'dearly': 2054, 'applying': 480, 'furlough': 3432, 'travel': 8397, 'abroad': 141, 'tempt': 8132, 'public': 6300, 'gambling': 3460, 'houses': 4011, 'abounded': 134, 'spared': 7584, 'trouble': 8446, 'gamesters': 3464, 'presided': 6160, 'chekalinsky': 1369, 'amassed': 362, 'accepting': 166, 'bills': 906, 'exchange': 2896, 'winnings': 9058, 'paying': 5807, 'losses': 4862, 'experience': 2948, 'secured': 7087, 'cook': 1778, 'agreeable': 294, 'manners': 4963, 'gained': 3446, 'respect': 6715, 'flocked': 3243, 'forgetting': 3324, 'preferring': 6138, 'seductions': 7091, 'suite': 7927, 'attentive': 643, 'crowded': 1928, 'generals': 3499, 'privy': 6202, 'counsellors': 1829, 'whist': 9001, 'lolling': 4841, 'carelessly': 1248, 'sofas': 7503, 'eating': 2624, 'ices': 4078, 'smoking': 7463, 'pipes': 5965, 'assembled': 588, 'score': 7027, 'players': 5999, 'dignified': 2277, 'silvery': 7341, 'florid': 3253, 'twinkled': 8491, 'perpetual': 5873, 'friendly': 3388, 'stand': 7693, 'dealing': 2048, 'thirty': 8212, 'throw': 8254, 'politely': 6053, 'requests': 6691, 'player': 5998, 'chanced': 1323, 'bend': 864, 'shuffled': 7301, 'stretching': 7824, 'silently': 7333, 'acquiescence': 207, 'laughingly': 4671, 'congratulated': 1677, 'abjuration': 126, 'abstention': 153, 'practised': 6117, 'chalk': 1314, 'banker': 732, 'contracting': 1749, 'muscles': 5273, 'excuse': 2912, 'clearly': 1465, 'inform': 4270, 'token': 8308, 'consent': 1695, 'facilitate': 3004, 'reckoning': 6510, 'examining': 2883, 'cursory': 1968, 'showing': 7286, 'astonishment': 616, 'frowned': 3409, 'settle': 7170, 'please': 6010, 'number': 5458, 'lemonade': 4716, 'punters': 6321, 'greeted': 3680, 'gracious': 3637, 'knave': 4573, 'exclamation': 2907, 'evidently': 2873, 'ill': 4100, 'ninety': 5402, 'pocketed': 6025, 'coolest': 1783, 'extraordinary': 2986, 'quitted': 6395, 'impatient': 4141, 'pack': 5674, 'pile': 5948, 'duel': 2575, 'reigned': 6582, 'instead': 4330, 'ironically': 4418, 'seized': 7105, 'perfectly': 5854, 'commotion': 1578, 'splendidly': 7631, 'punted': 6320, 'afresh': 272, 'confined': 1668, '17': 9, 'obukhov': 5497, 'hospital': 3999, 'mutters': 5287, 'unusual': 8640, 'rapidity': 6437, 'married': 4979, 'amiable': 372, 'somewhere': 7539, 'receipt': 6494, 'supporting': 7960, 'promoted': 6253, 'captain': 1235, 'nikolay': 5396, 'department': 2164, 'mention': 5070, 'touchiest': 8347, 'departments': 2165, 'regiments': 6571, 'courts': 1849, 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7356, 'fetched': 3129, 'fails': 3018, '23rd': 21, 'march': 4968, 'fine': 3165, 'due': 2574, 'arrangements': 539, 'baptised': 739, 'opposite': 5584, 'godfather': 3599, 'ivanovich': 4448, 'eroshkin': 2825, 'estimable': 2845, 'clerk': 1470, 'senate': 7120, 'godmother': 3603, 'arina': 520, 'semyonovna': 7119, 'bielobrinshkova': 899, 'rare': 6442, 'offered': 5526, 'choice': 1402, 'mokiya': 5184, 'sossiya': 7561, 'khozdazat': 4546, 'calendar': 1197, 'triphily': 8437, 'dula': 2578, 'varakhasy': 8705, 'awful': 693, 'varadat': 8704, 'varukh': 8711, 'page': 5677, 'pavsikakhy': 5804, 'vakhtisy': 8682, 'christened': 1412, 'whereat': 8980, 'grimace': 3692, 'foresaw': 3319, 'mentioned': 5071, 'directors': 2305, 'chiefs': 1386, 'kinds': 4560, 'changed': 1325, 'occupation': 5503, 'copying': 1791, 'affirmed': 268, 'shown': 7287, 'seat': 7071, 'fly': 3267, 'flown': 3259, 'reception': 6503, 'superiors': 7952, 'coolly': 1784, 'despotic': 2218, 'insignificant': 4312, 'assistant': 599, 'thrust': 8257, 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6264, 'surprise': 7980, 'wits': 9081, 'mill': 5115, 'director': 2304, 'kindly': 4558, 'desirous': 2205, 'rewarding': 6773, 'important': 4158, 'report': 6664, 'affair': 261, 'duty': 2590, 'consisting': 1709, 'changing': 1327, 'heading': 3841, 'altering': 356, 'toil': 8305, 'broke': 1109, 'perspiration': 5886, 'rubbed': 6894, 'forever': 3322, 'outside': 5638, 'existed': 2930, 'clothes': 1497, 'rusty': 6925, 'meal': 5021, 'colour': 1546, 'neck': 5347, 'fact': 3007, 'inordinately': 4296, 'emerged': 2713, 'necks': 5348, 'plaster': 5988, 'cats': 1281, 'pedlars': 5822, 'sticking': 7748, 'hay': 3833, 'trifle': 8429, 'knack': 4572, 'arriving': 547, 'sorts': 7560, 'rubbish': 6896, 'flung': 3261, 'hence': 3892, 'scraps': 7037, 'melon': 5055, 'rinds': 6804, 'heed': 3874, 'trained': 8372, 'trouser': 8450, 'straps': 7804, 'undone': 8550, 'sidewalk': 7314, 'malicious': 4951, 'clean': 1457, 'shoulder': 7275, 'gust': 3740, 'nostrils': 5433, 'middle': 5100, 'line': 4780, 'reaching': 6464, 'sipped': 7364, 'cabbage': 1183, 'soup': 7571, 'swallowed': 8002, 'beef': 812, 'onions': 5561, 'noticing': 5443, 'taste': 8089, 'gulping': 3737, 'flies': 3234, 'stomach': 7772, 'swell': 8017, 'papers': 5714, 'none': 5419, 'copies': 1787, 'gratification': 3660, 'document': 2441, 'noteworthy': 5438, 'account': 182, 'addressed': 227, 'grey': 3684, 'sky': 7397, 'eaten': 2623, 'dined': 2293, 'fancy': 3049, 'resting': 6728, 'jar': 4455, 'pens': 5838, 'occupations': 5504, 'hasten': 3816, 'dedicate': 2089, 'bolder': 998, 'theatre': 8171, 'bonnets': 1009, 'wasting': 8901, 'compliments': 1613, 'pretty': 6172, 'circle': 1424, 'visiting': 8800, 'fourth': 3353, 'kitchen': 4569, 'trip': 8436, 'disperse': 2376, 'quarters': 6366, 'sip': 7363, 'kopek': 4596, 'smoke': 7460, 'relate': 6591, 'gossip': 3622, 'refrain': 6555, 'repeat': 6650, 'commandant': 1562, 'tails': 8062, 'falconet': 3032, 'monument': 5205, 'strive': 7839, 'divert': 2423, 'indulged': 4243, 'content': 1736, 'morrow': 5218, 'flowed': 3256, 'understood': 8541, 'flow': 3255, 'ills': 4102, 'strewn': 7826, 'path': 5779, 'councillors': 1828, 'actual': 218, 'species': 7597, 'advice': 257, 'exists': 2932, 'foe': 3272, 'receive': 6495, 'abouts': 136, 'northern': 5428, 'healthy': 3848, 'bound': 1040, 'begins': 834, 'bestow': 882, 'piercing': 5944, 'nips': 5404, 'noses': 5430, 'impartially': 4139, 'foreheads': 3317, 'exalted': 2879, 'positions': 6079, 'ache': 197, 'unprotected': 8614, 'lies': 4745, 'traversing': 8403, 'warming': 8883, 'thawing': 8168, 'talents': 8071, 'qualifications': 6356, 'frozen': 3411, 'paining': 5685, 'poignancy': 6037, 'tried': 8427, 'traverse': 8401, 'distance': 2396, 'speed': 7608, 'wonder': 9090, 'fault': 3080, 'examined': 2882, 'discovered': 2341, 'places': 5975, 'namely': 5309, 'gauze': 3487, 'cloth': 1495, 'worn': 9115, 'degree': 2117, 'lining': 4785, 'fallen': 3035, 'pieces': 5942, 'object': 5473, 'ridicule': 6790, 'noble': 5407, 'cape': 1227, 'diminishing': 2287, 'serve': 7160, 'patch': 5773, 'parts': 5755, 'patching': 5776, 'exhibit': 2926, 'skill': 7388, 'tailor': 8059, 'baggy': 713, 'ugly': 8507, 'petrovich': 5899, 'marks': 4976, 'busied': 1157, 'trousers': 8451, 'coats': 1521, 'sober': 7495, 'nursing': 5463, 'scheme': 7013, 'personage': 5880, 'grigory': 3690, 'drink': 2539, 'holidays': 3954, 'ones': 5560, 'festivals': 3125, 'discrimination': 2344, 'wherever': 8982, 'cross': 1919, 'faithful': 3030, 'ancestral': 394, 'quarrelling': 6361, 'unfortunately': 8573, 'claim': 1438, 'soldiers': 7515, 'guard': 3722, 'ascending': 565, 'soaked': 7491, 'dish': 2358, 'water': 8909, 'reeked': 6544, 'smell': 7450, 'spirits': 7623, 'affects': 266, 'adjunct': 231, 'stairways': 7685, 'stairs': 7684, 'pondered': 6057, 'mentally': 5069, 'cooking': 1780, 'fish': 3190, 'beetles': 818, 'visible': 8792, 'unperceived': 8610, 'housewife': 4012, 'beheld': 840, 'unpainted': 8609, 'legs': 4713, 'tucked': 8465, 'turkish': 8478, 'pasha': 5757, 'tailors': 8061, 'thumb': 8260, 'nail': 5303, 'turtle': 8484, 'shell': 7232, 'skein': 7380, 'thread': 8233, 'garment': 3474, 'trying': 8463, 'unsuccessfully': 8630, 'needle': 5351, 'enraged': 2787, 'growling': 3714, 'barbarian': 741, 'pricked': 6181, 'rascal': 6445, 'vexed': 8756, 'precise': 6132, 'downhearted': 2487, 'brandy': 1061, 'price': 6179, 'readily': 6469, 'complaining': 1601, 'piece': 5941, 'rough': 6883, 'taciturn': 8051, 'inclined': 4192, 'satan': 6974, 'gladly': 3556, 'retreat': 6742, 'screwed': 7045, 'intently': 4359, 'involuntarily': 4413, 'sir': 7365, 'squinting': 7670, 'booty': 1020, 'prepositions': 6147, 'adverbs': 255, 'phrases': 5921, 'completing': 1607, 'sentences': 7136, 'begun': 835, 'phrase': 5920, 'forgot': 3327, 'scanned': 7001, 'cuffs': 1945, 'button': 1169, 'holes': 3952, 'handiwork': 3777, 'meeting': 5050, 'dusty': 2588, 'looks': 4854, 'spread': 7653, 'sill': 7336, 'finger': 3168, 'square': 7667, 'pasted': 5770, 'pinch': 5955, 'inspected': 4318, 'upwards': 8656, 'lifted': 4750, 'lid': 4741, 'dosed': 2471, 'mend': 5065, 'wretched': 9140, 'pleading': 6006, 'ails': 303, 'easily': 2617, 'sew': 7181, 'rotten': 6879, 'strengthening': 7819, 'blow': 974, 'strengthen': 7818, 'decisively': 2077, 'job': 4473, 'gaiters': 3449, 'germans': 3527, 'occasions': 5501, 'fling': 3236, 'plain': 5979, 'grew': 3683, 'whirl': 8993, 'barbarous': 744, 'composure': 1616, 'pursed': 6337, 'significantly': 7329, 'effects': 2656, 'stun': 7866, 'sideways': 7315, 'stunned': 7868, 'shrieked': 7292, 'softness': 7507, 'marten': 4982, 'lined': 4781, 'hood': 3971, 'mount': 5236, 'beseeching': 874, 'tone': 8316, 'disregarding': 2390, 'repairs': 6649, 'wear': 8933, 'waste': 8900, 'discouraged': 2337, 'compressed': 1620, 'betaking': 885, 'dropped': 2552, 'employed': 2725, 'pause': 5797, 'unexpected': 8563, 'circumstance': 1427, 'exactly': 2877, 'direction': 2301, 'suspecting': 7991, 'chimney': 1394, 'sweep': 8013, 'bumped': 1136, 'blackened': 925, 'hatful': 3824, 'landed': 4636, 'top': 8324, 'building': 1131, 'planted': 5985, 'halberd': 3761, 'shaking': 7196, 'horny': 3988, 'poking': 6046, 'collect': 1539, 'survey': 7987, 'argue': 515, 'sensibly': 7132, 'frankly': 3365, 'reasonable': 6483, 'discuss': 2345, 'personal': 5882, 'matters': 5007, 'beating': 795, 'sunday': 7938, 'saturday': 6983, 'sleepy': 7417, 'fit': 3196, 'argued': 516, 'regained': 6564, 'courage': 1841, 'afar': 259, 'askew': 575, 'drooped': 2549, 'thereupon': 8191, 'thank': 8161, 'health': 3846, 'mending': 5067, 'fastened': 3067, 'hooks': 3974, 'flap': 3215, 'shoemaker': 7256, 'putting': 6350, 'tops': 8328, 'shirts': 7249, 'seamstress': 7060, 'linen': 4782, 'drop': 2551, 'ocean': 5510, 'funds': 3426, 'headed': 3839, 'blurt': 983, 'outrageous': 5636, 'exclaiming': 2905, 'fool': 3291, 'likely': 4765, 'named': 5308, 'undertake': 8542, 'possibly': 6089, 'manage': 4956, 'procured': 6219, 'ruble': 6899, 'groschen': 3705, 'lock': 4829, 'slit': 7437, 'heap': 3849, 'coppers': 1789, 'mounted': 5239, 'curtail': 1970, 'expenses': 2946, 'dispense': 2374, 'burn': 1146, 'lightly': 4757, 'cautiously': 1288, 'tiptoe': 8288, 'heels': 3876, 'laundress': 4673, 'wash': 8895, 'cotton': 1820, 'carefully': 1246, 'saved': 6991, 'accustom': 193, 'deprivations': 2173, 'smoothly': 7466, 'hungry': 4055, 'treating': 8409, 'bearing': 789, 'fuller': 3419, 'pleasant': 6007, 'consented': 1696, 'wadding': 8836, 'incapable': 4183, 'wearing': 8936, 'lively': 4808, 'firmer': 3186, 'goal': 3593, 'indecision': 4211, 'hesitating': 3909, 'wavering': 8919, 'gleamed': 3566, 'boldest': 999, 'daring': 2017, 'flitted': 3239, 'instance': 4326, 'absent': 145, 'minded': 5122, 'nearly': 5340, 'ugh': 8504, 'month': 5203, 'conference': 1659, 'subject': 7881, 'buy': 1174, 'troubled': 8447, 'reflecting': 6551, 'bought': 1039, 'progressed': 6239, 'briskly': 1104, 'hopes': 3983, 'awarded': 688, 'share': 7210, 'suspected': 7990, 'needed': 5350, 'events': 2865, 'extra': 2983, 'provided': 6288, 'hunger': 4052, 'throb': 8246, 'shopping': 7264, 'rate': 6447, 'considering': 1706, 'shops': 7265, 'enquire': 2784, 'prices': 6180, 'selected': 7109, 'stuff': 7863, 'glossy': 3584, 'stead': 7724, 'cat': 1274, 'skin': 7389, 'quilting': 6390, 'sooner': 7547, 'charged': 1337, 'sewed': 7182, 'seams': 7059, 'seam': 7057, 'stamping': 7692, 'patterns': 5792, 'glorious': 3582, 'nick': 5391, 'threaten': 8234, 'befits': 820, 'significant': 7328, 'fully': 3420, 'sensible': 7131, 'deed': 2093, 'gulf': 3735, 'separating': 7142, 'linings': 4786, 'execute': 2915, 'handkerchief': 3778, 'proudly': 6285, 'skilfully': 7387, 'pulled': 6310, 'fitted': 3199, 'draped': 2506, 'buttoning': 1172, 'experienced': 2949, 'sleeves': 7420, 'satisfactory': 6980, 'seasonable': 7070, 'neglect': 5356, 'narrow': 5315, 'cheaply': 1356, 'business': 1159, 'nevsky': 5376, 'prospect': 6273, 'pausing': 5800, 'expressly': 2970, 'crooked': 1917, 'alley': 337, 'emerge': 2712, 'directly': 2303, 'meantime': 5028, 'holiday': 3953, 'satisfaction': 6979, 'advantages': 253, 'warmth': 8885, 'road': 6825, 'confided': 1663, 'attendant': 637, 'rushed': 6919, 'inspect': 4317, 'grow': 3711, 'surrounded': 7984, 'blushing': 985, 'proud': 6283, 'inferiors': 4259, 'invite': 4410, 'happens': 3793, 'congratulations': 1678, 'invitation': 4409, 'declined': 2084, 'discourteous': 2339, 'shame': 7200, 'refuse': 6560, 'recollected': 6516, 'thereby': 8188, 'triumphant': 8439, 'festival': 3124, 'wall': 8863, 'admiring': 239, 'vast': 8714, 'cheerfully': 1365, 'leisurely': 4714, 'fail': 3015, 'badly': 711, 'mixed': 5166, 'proper': 6261, 'wilderness': 9036, 'dimly': 2289, 'lighted': 4753, 'populous': 6065, 'pedestrians': 5821, 'handsomely': 3783, 'otter': 5622, 'collars': 1536, 'shabby': 7185, 'sleigh': 7421, 'wooden': 9099, 'railed': 6416, 'sledges': 7411, 'stuck': 7856, 'brass': 1062, 'nails': 5304, 'rarer': 6444, 'whilst': 8986, 'drivers': 2546, 'caps': 1234, 'lacquered': 4617, 'bear': 785, 'cloths': 1499, 'flew': 3231, 'swiftly': 8023, 'scrunching': 7047, 'halted': 3769, 'representing': 6673, 'handsome': 3782, 'baring': 752, 'whiskers': 8996, 'moustache': 5244, 'cherishes': 1376, 'lodged': 4834, 'apartment': 451, 'row': 6887, 'goloshes': 3611, 'centre': 1300, 'samovar': 6963, 'humming': 4044, 'emitting': 2717, 'clouds': 1503, 'steam': 7730, 'beaver': 801, 'facings': 3006, 'buzz': 1176, 'audible': 657, 'loud': 4866, 'trayful': 8405, 'cream': 1881, 'jugs': 4508, 'bowls': 1048, 'evident': 2872, 'arrived': 546, 'inner': 4291, 'lights': 4761, 'bewildered': 894, 'rising': 6815, 'awkwardly': 697, 'wondering': 9094, 'shout': 7278, 'thronged': 8250, 'confused': 1673, 'frank': 3364, 'rejoicing': 6589, 'praised': 6120, 'throng': 8249, 'overwhelming': 5660, 'gape': 3471, 'vegetable': 8719, 'salad': 6950, 'veal': 8718, 'pastry': 5771, 'pies': 5945, 'livelier': 4807, 'detaining': 2233, 'stole': 7769, 'sorrow': 7553, 'brushed': 1121, 'speck': 7601, 'petty': 5902, 'permanent': 5868, 'clubs': 1507, 'folks': 3280, 'indicating': 4222, 'male': 4949, 'conversations': 1760, 'ignorance': 4095, 'whereabouts': 8978, 'knowing': 4588, 'flash': 3218, 'lightning': 4759, 'quickened': 6382, 'pace': 5670, 'cheerful': 1364, 'daytime': 2038, 'dim': 2284, 'lonely': 4843, 'lanterns': 4644, 'oil': 5538, 'liberally': 4734, 'supplied': 7958, 'fences': 3121, 'mournfully': 5242, 'veiled': 8724, 'roofed': 6866, 'cabins': 1186, 'shutters': 7305, 'spot': 7647, 'barely': 750, 'farther': 3059, 'fearful': 3088, 'desert': 2193, 'tiny': 8286, 'spark': 7585, 'glimmered': 3571, 'edge': 2640, 'cheerfulness': 1366, 'diminished': 2286, 'fear': 3086, 'warned': 8887, 'sides': 7313, 'sea': 7053, 'closing': 1494, 'bearded': 787, 'throbbed': 8247, 'seizing': 7106, 'fist': 3194, 'size': 7378, 'mouth': 5246, 'muttering': 5286, 'dare': 2014, 'scream': 7041, 'strip': 7837, 'kick': 4547, 'headlong': 3843, 'outskirts': 5640, 'ceasing': 1293, 'curious': 1958, 'customer': 1980, 'shouting': 7280, 'sobbing': 7494, 'attended': 639, 'robbed': 6836, 'stop': 7781, 'supposed': 7962, 'scolding': 7026, 'vainly': 8681, 'whoever': 9014, 'stolen': 7770, 'disorder': 2370, 'thinly': 8206, 'temples': 8130, 'tousled': 8349, 'lodgings': 4836, 'knocking': 4583, 'sprang': 7651, 'sleeve': 7419, 'chemise': 1373, 'modesty': 5176, 'beholding': 843, 'clasped': 1446, 'subordinate': 7887, 'finnish': 3174, 'praying': 6126, 'gazing': 3494, 'judging': 4504, 'appearances': 466, 'opinion': 5575, 'betook': 887, 'sadly': 6938, 'imagine': 4118, 'early': 2605, 'superintendent': 7948, 'clerks': 1471, 'admit': 240, 'insisted': 4315, 'inclination': 4191, 'curtly': 1973, 'presume': 6164, 'complained': 1600, 'dared': 2015, 'call': 1199, 'theft': 8176, 'directing': 2300, 'points': 6041, 'disorderly': 2372, 'train': 8371, 'robbery': 6839, 'ridiculing': 6791, 'collection': 1541, 'subscribing': 7891, 'suggestion': 7924, 'division': 2432, 'trifling': 8431, 'happen': 3789, 'wishing': 9070, 'approval': 493, 'hunt': 4056, 'legal': 4711, 'belonged': 857, 'apply': 479, 'relation': 6593, 'expedite': 2942, 'exact': 2875, 'strove': 7848, 'sundry': 7940, 'devices': 2245, 'collegiate': 1542, 'recorder': 6525, 'secretary': 7081, 'holy': 3957, 'contaminated': 1731, 'imitation': 4124, 'imitates': 4122, 'superior': 7950, 'office': 5530, 'partitioned': 5750, 'audience': 658, 'posted': 6091, 'lackey': 4616, 'braid': 1054, 'handle': 3779, 'comers': 1554, 'hardly': 3801, 'customs': 1982, 'grand': 3642, 'imposing': 4161, 'exaggerated': 2878, 'foundation': 3349, 'system': 8046, 'strictness': 7831, 'halfscore': 3764, 'subordinates': 7889, 'entire': 2801, 'properly': 6262, 'catching': 1277, 'converse': 1761, 'smacked': 7444, 'sternness': 7745, 'consisted': 1708, 'speaking': 7591, 'realise': 6475, 'oblige': 5479, 'balance': 716, 'receiving': 6499, 'equals': 2818, 'nice': 5388, 'fellow': 3116, 'respects': 6719, 'stupid': 7871, 'situation': 7372, 'aroused': 535, 'incomparably': 4201, 'join': 4478, 'condescension': 1652, 'reflections': 6553, 'dumb': 2582, 'monosyllabic': 5195, 'sounds': 7570, 'earning': 2608, 'unfavourable': 8567, 'opportune': 5579, 'conversing': 1762, 'gaily': 3444, 'abruptly': 143, 'remarked': 6618, 'lied': 4744, 'outrageously': 5637, 'interspersed': 4373, 'pauses': 5799, 'slapped': 7404, 'leg': 4709, 'abramovich': 140, 'stepan': 7737, 'varlamovich': 8710, 'talked': 8075, 'fill': 3155, 'smoked': 7461, 'cigar': 1419, 'comfortable': 1557, 'reclining': 6511, 'recollect': 6515, 'reports': 6666, 'perceiving': 5848, 'mien': 5104, 'curt': 1969, 'imbued': 4120, 'amount': 380, 'tongue': 8318, 'permit': 5871, 'explained': 2957, 'frequent': 3379, 'inhuman': 4284, 'applied': 477, 'intermediation': 4368, 'conduct': 1655, 'petition': 5896, 'excellency': 2890, 'handful': 3776, 'perspiring': 5888, 'terribly': 8151, 'presumed': 6165, 'secretaries': 7080, 'untrustworthy': 8637, 'race': 6400, 'impudence': 4172, 'generation': 3501, 'neighbourhood': 5360, 'stamped': 7691, 'pitch': 5969, 'frightened': 3394, 'failed': 3016, 'staggered': 7679, 'limb': 4771, 'porters': 6072, 'support': 7959, 'insensible': 4309, 'gratified': 3661, 'surpassed': 7978, 'expectations': 2937, 'deprive': 2174, 'rated': 6448, 'staggering': 7680, 'storm': 7786, 'blowing': 975, 'wide': 9027, 'twinkling': 8492, 'blown': 976, 'quinsy': 6391, 'throat': 8245, 'unable': 8510, 'utter': 8671, 'fever': 3132, 'developed': 2243, 'malady': 4948, 'sick': 7308, 'pulse': 6314, 'prescribe': 6148, 'poultice': 6103, 'patient': 5784, 'beneficent': 869, 'aid': 302, 'predicted': 6135, 'pine': 5957, 'oak': 5465, 'expensive': 2947, 'lament': 4631, 'delirious': 2138, 'visions': 8796, 'incessantly': 4187, 'traps': 8396, 'robbers': 6838, 'pull': 6309, 'coverlet': 1854, 'fancied': 3047, 'listening': 4797, 'thorough': 8219, 'setting': 7169, 'curse': 1964, 'horrible': 3989, 'incoherent': 4198, 'breathed': 1077, 'heirs': 3879, 'inherit': 4280, 'bundle': 1138, 'goose': 3616, 'quills': 6389, 'quire': 6392, 'pairs': 5692, 'socks': 7499, 'buttons': 1173, 'burst': 1151, 'protected': 6276, 'omit': 5555, 'thrusting': 8258, 'pin': 5953, 'microscope': 5098, 'meekly': 5047, 'jibes': 4470, 'visitant': 8798, 'momentarily': 5188, 'cheered': 1363, 'thereafter': 8187, 'misfortune': 5148, 'descends': 2189, 'commanding': 1564, 'unsuccessful': 8629, 'handwriting': 3785, 'slanting': 7403, 'destined': 2220, 'raise': 6426, 'compensation': 1594, 'unexpectedly': 8564, 'gains': 3447, 'fantastic': 3052, 'ending': 2749, 'rumour': 6911, 'appearing': 468, 'kalinkin': 4520, 'vicinity': 8762, 'pretext': 6169, 'dragged': 2501, 'fox': 3354, 'adopted': 244, 'covering': 1852, 'inspired': 4323, 'scan': 7000, 'threatened': 8235, 'constant': 1715, 'complaints': 1603, 'poured': 6106, 'backs': 706, 'exposed': 2963, 'danger': 2006, 'dragging': 2502, 'punish': 6316, 'kirinshkin': 4564, 'lane': 4640, 'deeds': 2094, 'attempting': 635, 'frieze': 3391, 'retired': 6740, 'musician': 5278, 'summoned': 7932, 'enjoined': 2776, 'fast': 3066, 'draw': 2508, 'refresh': 6557, 'endure': 2756, 'nostril': 5432, 'holding': 3949, 'sneezed': 7481, 'wipe': 9061, 'vanished': 8695, 'positively': 6081, 'actually': 219, 'grip': 3697, 'watchmen': 8908, 'conceived': 1633, 'seize': 7104, 'living': 4812, 'screamed': 7042, 'hey': 3911, 'causing': 1287, 'timid': 8280, 'totally': 8344, 'neglected': 5357, 'history': 3937, 'compels': 1593, 'annihilated': 419, 'unpleasant': 8611, 'accessible': 169, 'reprimand': 6674, 'extent': 2975, 'learn': 4696, 'reported': 6665, 'startled': 7707, 'hearkened': 3854, 'reproaches': 6679, 'disagreeable': 2310, 'constrained': 1719, 'expansive': 2934, 'delightful': 2135, 'recipe': 6504, 'adventures': 254, 'extraction': 2984, 'karolina': 4525, 'appears': 469, 'footing': 3297, 'daughter': 2031, 'slightly': 7427, 'arched': 502, 'kiss': 4565, '_bon': 44, 'jour_': 4489, 'papa': 5712, 'reversing': 6760, 'procedure': 6209, 'stylish': 7878, 'younger': 9186, 'puzzles': 6352, 'coachman': 1515, 'wrapping': 9130, 'luxuriously': 4902, 'creep': 1893, 'accord': 179, 'giving': 3553, 'recalled': 6492, 'gay': 3489, 'mots': 5233, 'funny': 3428, 'surprising': 7982, 'heartily': 3860, 'gusts': 3741, 'whence': 8975, 'masses': 4995, 'sail': 6945, 'disentangle': 2351, 'clutch': 1510, 'turning': 8482, 'transcended': 8382, 'bounds': 1043, 'remarks': 6619, 'odour': 5517, 'reprimanded': 6675, 'pallid': 5699, 'fright': 3392, 'brave': 1064, 'manly': 4961, 'crisis': 1907, 'heroic': 3904, 'exterior': 2976, 'attack': 628, 'illness': 4101, 'shouted': 7279, 'unnatural': 8604, 'critical': 1909, 'tangible': 8081, 'emergency': 2714, 'flourished': 3254, 'whip': 8990, 'arrow': 549, 'scared': 7003, 'cloakless': 1486, 'direst': 2306, 'distress': 2406, 'intended': 4350, 'occurrence': 5509, 'learned': 4697, 'bearings': 790, 'apparition': 461, 'solicitous': 7524, 'reassure': 6487, 'asserted': 591, 'kolomen': 4593, 'arrest': 542, 'instantly': 4329, 'huge': 4025, 'moustaches': 5245, 'remote': 6630, 'fortunately': 3343, 'attacked': 629, 'inn': 4290, 'height': 3877, 'prescribed': 6149, 'sudorific': 7909, 'mustard': 5282, 'deftly': 2114, 'slid': 7424, 'coughing': 1824, 'drily': 2538, 'exhausted': 2925, 'feverishness': 3134, 'sleepless': 7415, 'glad': 3555, 'chat': 1350, 'freely': 3372, 'vigour': 8774, 'humour': 4045, 'openly': 5570, 'pouring': 6107, 'secrets': 7083, 'confession': 1662, 'anyway': 448, 'indulgent': 4244, 'weak': 8927, 'quavering': 6367, 'result': 6737, 'unmixed': 8603, 'berezov': 872, 'mylov': 5295, 'pavel': 5801, 'lukich': 4888, 'cleared': 1463, 'lent': 4718, 'thaws': 8169, 'preference': 6137, 'fond': 3286, 'butter': 1165, 'widow': 9029, 'miles': 5109, 'roads': 6826, 'expect': 2935, 'problematic': 6207, 'roll': 6853, 'sack': 6930, 'oatmeal': 5467, '_payment_': 90, 'kalliopin': 4521, 'provincial': 6291, 'commission': 1571, 'trap': 8395, 'shaggy': 7192, 'patients': 5785, 'aren': 512, 'rolling': 6855, 'riches': 6782, 'consideration': 1704, 'doesn': 2443, 'sneers': 7479, 'beard': 786, 'flicks': 3233, 'snatch': 7473, 'drugs': 2562, 'infernal': 4260, 'streams': 7814, 'watercourses': 8910, 'dyke': 2596, 'worst': 9120, 'thatched': 8166, 'meant': 5027, 'venerable': 8726, 'save': 6990, 'invalid': 4389, 'unconscious': 8525, 'heat': 3862, 'sisters': 7367, 'bled': 944, 'mixture': 5167, 'shaken': 7194, 'lovely': 4872, 'easier': 2616, 'maid': 4932, 'parlour': 5732, 'bottle': 1034, 'rum': 6909, 'groaning': 3702, 'worry': 9117, 'wake': 8854, 'tired': 8289, 'gently': 3520, 'snoring': 7484, 'wretch': 9139, 'apart': 450, 'stared': 7700, 'madam': 4913, 'cheek': 1360, 'shivering': 7252, 'pillow': 5952, 'calmed': 1205, 'waked': 8855, 'exasperated': 2885, 'energy': 2762, 'stupefied': 7869, 'afford': 270, 'disregard': 2389, 'practice': 6116, 'suffers': 7914, 'secondly': 7076, 'strongly': 7847, 'singularly': 7357, 'cultivated': 1948, 'excellent': 2891, 'education': 2651, 'worse': 9118, 'communications': 1581, 'brief': 1093, 'declare': 2081, 'coughed': 1823, 'bush': 1154, 'educated': 2650, 'clever': 1472, 'forgotten': 3328, 'latin': 4665, 'boast': 988, 'almighty': 343, 'aleksandra': 324, 'andreyevna': 400, 'sentiment': 7137, 'judgment': 4505, 'disconnected': 2334, 'obvious': 5498, 'embarrassment': 2703, 'calmer': 1206, 'passes': 5763, 'suspect': 7989, 'disease': 2349, 'indescribable': 4219, 'distracted': 2404, 'symptoms': 8042, 'reluctance': 6608, 'suspiciously': 7996, 'whispering': 9000, 'horrid': 3991, 'remedy': 6621, 'medical': 5039, 'prescriptions': 6150, 'jove': 4492, 'consultation': 1722, 'responsibility': 6723, 'rules': 6908, 'torture': 8338, 'sinks': 7359, 'add': 221, 'amusing': 389, 'deserve': 2196, 'gratitude': 3664, 'concealing': 1629, 'grown': 3715, 'forbid': 3304, 'resolutely': 6709, 'villain': 8780, 'sigh': 7317, 'languid': 4643, 'neighbours': 5362, 'meanwhile': 5029, 'eyebrows': 2994, 'associated': 603, 'smaller': 7446, 'level': 4729, 'pride': 6184, 'hindered': 3930, 'exceptionally': 2894, 'gratifying': 3663, 'lift': 4749, 'bursting': 1152, 'failing': 3017, 'swing': 8028, 'unwell': 8643, 'tossing': 8343, 'fall': 3034, 'stirring': 7763, 'image': 4112, 'dozed': 2493, 'intent': 4355, 'parted': 5738, 'merciful': 5077, 'heavens': 3867, 'beg': 826, 'honest': 3965, 'beseech': 873, 'disguise': 2355, 'leaned': 4691, 'elbow': 2673, 'stare': 7699, 'deserved': 2197, 'stretched': 7822, 'weeping': 8950, 'soothe': 7549, 'persisted': 5878, 'mad': 4912, 'killing': 4553, 'torturing': 8341, 'deceive': 2064, 'cure': 1956, 'blessing': 950, 'united': 8589, 'promised': 6251, 'cruel': 1930, 'reasons': 6486, 'painful': 5683, 'occurred': 5508, 'surname': 7977, 'needs': 5355, 'trifon': 8432, 'ivanich': 4446, 'muttered': 5285, 'disagreeably': 2311, 'swear': 8010, 'absolutely': 148, 'lingered': 4784, 'livid': 4811, '_is_': 61, 'hush': 4068, 'pretend': 6167, 'jumped': 4513, 'guessed': 3726, 'weary': 8938, 'blame': 930, 'crying': 1938, 'lawful': 4676, 'wedlock': 8943, 'dowry': 2491, 'akulina': 317, 'tempered': 8127, 'luckily': 4883, 'halfpenny': 3763, 'fiodor': 3175, 'superb': 7946, 'immensely': 4130, 'finer': 3166, 'eve': 2859, 'invited': 4411, 'connections': 1684, 'acquaintances': 205, 'intrigues': 4383, 'parents': 5729, 'innocently': 4294, 'outsider': 5639, 'spend': 7611, 'independently': 4218, 'stumbled': 7865, 'bliss': 957, 'attract': 649, 'birth': 912, 'serious': 7151, 'festivities': 3127, 'instant': 4328, 'brows': 1119, 'knitted': 4580, 'bored': 1025, 'bravely': 1065, 'sustaining': 7998, 'brain': 1055, 'racking': 6404, 'recommendation': 6520, 'protection': 6277, '_con': 49, 'amore_': 379, 'politeness': 6054, 'cigars': 1422, 'bird': 910, 'feathers': 3096, 'compelled': 1592, 'stroking': 7844, 'stroked': 7842, 'assiduously': 596, 'stroke': 7841, 'guest': 3727, 'interested': 4362, 'julian': 4511, 'mastakovich': 4996, 'hostess': 4002, 'wining': 9055, 'hovering': 4015, 'noticed': 5442, 'glisten': 3574, 'uncomfortable': 8523, 'remarkably': 6617, 'unoccupied': 8607, 'conservatory': 1700, 'resemble': 6698, 'elders': 2677, 'notwithstanding': 5447, 'efforts': 2658, 'mothers': 5228, 'governesses': 3629, 'jiffy': 4471, 'denuded': 2161, 'sweet': 8014, 'particularly': 5747, 'lad': 4618, 'curly': 1961, 'stubbornly': 7855, 'aiming': 305, 'gun': 3738, 'sister': 7366, 'cupid': 1955, 'thoughtful': 8225, 'dreamy': 2525, 'offended': 5522, 'withdrawn': 9074, 'doll': 2450, 'wealthy': 8932, 'awe': 691, 'item': 4440, 'issuing': 4437, 'insipid': 4313, 'chatter': 1352, 'concentrated': 1634, 'admiration': 235, 'shrewdness': 7290, 'dispensing': 2375, 'gifts': 3542, 'rubied': 6897, 'handsomest': 3784, 'graded': 3638, 'scale': 6998, 'stations': 7716, 'chap': 1330, 'freckled': 3368, 'illustrations': 4109, 'tail': 8057, 'governess': 3628, 'nankeen': 5311, 'jacket': 4451, 'intimidated': 4377, 'circled': 1425, 'toys': 8357, 'individuality': 4238, 'struggling': 7853, 'assertion': 592, 'toy': 8356, 'anxious': 440, 'fawn': 3085, 'apple': 473, 'puffy': 6308, 'urchin': 8657, 'crammed': 1871, 'sweets': 8016, 'youngster': 9188, 'pickaback': 5930, 'stay': 7721, 'impudent': 4173, 'pummelling': 6315, 'interfering': 4367, 'games': 3462, 'crept': 1894, 'busily': 1158, 'dozing': 2495, 'dowered': 2484, 'slipped': 7432, 'noisy': 5416, 'secluded': 7074, 'escaped': 2832, 'eagerly': 2599, 'counting': 1837, 'thirteen': 8211, 'per': 5845, 'cent': 1298, 'assume': 606, 'hm': 3942, 'shrewd': 7289, 'gets': 3533, 'eight': 2665, 'suppose': 7961, 'above': 137, 'spied': 7617, 'plants': 5986, 'quivering': 6398, 'excitement': 2901, 'calculations': 1196, 'upset': 8652, 'conquered': 1688, 'standstill': 7697, 'cast': 1269, 'bride': 1089, 'move': 5250, 'toward': 8350, 'guilty': 3732, 'tip': 8287, 'toe': 8302, 'shriek': 7291, 'pinching': 5956, 'askance': 573, 'quailed': 6355, 'brow': 1117, 'dolls': 2453, 'weakly': 8929, 'rags': 6414, 'sternly': 7744, 'dropping': 2553, 'paroxysm': 5733, 'faint': 3020, 'inaudible': 4181, 'visit': 8797, 'verge': 8736, 'sobbed': 7493, 'playmates': 6002, 'straightened': 7795, 'respectable': 6716, 'sidled': 7316, 'lobster': 4825, 'embarrass': 2701, 'presumably': 6163, 'annoyed': 424, 'ardour': 508, 'dignity': 2278, 'lured': 4896, 'greedy': 3675, 'eagerness': 2600, 'worthy': 9123, 'witnessed': 9080, 'flushed': 3263, 'vexation': 8754, 'venom': 8729, 'retreated': 6743, 'stealing': 7727, 'fruit': 3412, 'freckle': 3367, 'likes': 4768, 'desperate': 2211, 'resort': 6711, 'crawled': 1878, 'persecutor': 5877, 'infuriated': 4276, 'lash': 4651, 'corpulent': 1804, 'cheeked': 1361, 'paunch': 5795, 'ankles': 417, 'nuts': 5464, 'perspired': 5887, 'panted': 5710, 'dislike': 2364, 'jealousy': 4459, 'madman': 4918, 'oblivious': 5481, 'immense': 4129, 'elbows': 2674, 'dangling': 2009, 'adjust': 232, 'liberty': 4736, 'presuming': 6166, 'behalf': 836, 'philip': 5913, 'alexeyevich': 327, 've': 8717, 'inquiries': 4300, 'vacancies': 8675, 'greater': 3669, 'unobtrusive': 8606, 'naughty': 5330, 'wryly': 9157, 'control': 1755, 'sidelong': 7312, 'odd': 5512, 'laughter': 4672, 'fathers': 3076, 'fulsome': 3421, 'waxed': 8922, 'ecstatic': 2638, 'breeding': 1081, 'laying': 4680, 'flatter': 3223, 'restrain': 6732, 'delight': 2132, 'contagious': 1727, 'shared': 7211, 'disturb': 2416, 'surcharged': 7968, 'profoundest': 6234, 'depths': 2177, 'choicest': 1403, 'courtesy': 1847, 'unfeigned': 8568, 'enthusiasm': 2798, 'scattered': 7007, 'decorously': 2088, 'veneration': 8727, 'extol': 2980, 'venomous': 8730, 'profoundly': 6235, 'shocked': 7254, 'intentional': 4357, 'indiscretion': 4233, 'concourse': 1647, 'dreary': 2526, 'drizzling': 2547, 'rain': 6423, 'bellied': 854, 'fussed': 3440, 'orders': 5599, 'arranged': 538, 'pushed': 6342, 'spring': 7656, 'commencing': 1568, 'sad': 6935, 'recent': 6500, 'classic': 1450, 'severity': 7180, 'imparted': 4138, 'sadness': 6939, 'shone': 7258, 'innocence': 4292, 'inexpressibly': 4253, 'naïve': 5333, 'unsettled': 8621, 'plead': 6005, 'mercy': 5079, 'gossiping': 3623, 'correct': 1805, 'leo': 4719, 'vladimir': 8810, 'dmitrich': 2435, 'aksionov': 315, 'singing': 7353, 'riotous': 6809, 'drinking': 2540, 'summer': 7930, 'nizhny': 5405, 'bade': 710, 'spree': 7655, 'dreamt': 2524, 'sell': 7112, 'goods': 3615, 'presents': 6156, 'travelled': 8398, 'adjoining': 230, 'driver': 2545, 'landlord': 4638, 'cottage': 1819, 'bill': 904, 'journey': 4491, 'rested': 6727, 'awhile': 695, 'passage': 5760, 'ordering': 5597, 'heated': 3863, 'guitar': 3734, 'troika': 8442, 'tinkling': 8284, 'bells': 856, 'alighted': 330, 'questioning': 6379, 'thief': 8197, 'unstrapped': 8627, 'luggage': 4887, 'searched': 7062, 'knife': 4579, 'bag': 712, 'blood': 965, 'stammered': 7690, 'betray': 888, 'killed': 4552, 'swore': 8036, 'broken': 1110, 'bind': 908, 'cart': 1262, 'tied': 8271, 'nearest': 5338, 'imprisoned': 4168, 'enquiries': 2785, 'merchants': 5076, 'inhabitants': 4279, 'trial': 8424, 'murdering': 5269, 'ryazan': 6926, 'baby': 703, 'jail': 4453, 'begging': 830, 'prison': 6198, 'chains': 1310, 'thieves': 8198, 'criminals': 1902, 'innocent': 4293, 'perish': 5865, 'downcast': 2486, 'vanya': 8701, 'dearest': 2053, 'hiding': 3918, 'weep': 8948, 'appeal': 463, 'petitions': 5897, 'prayed': 6123, 'condemned': 1649, 'flogged': 3246, 'mines': 5127, 'knot': 4584, 'wounds': 9128, 'healed': 3845, 'siberia': 7307, 'convicts': 1770, 'convict': 1768, 'mirth': 5143, 'stooped': 7779, 'earned': 2606, 'saints_': 6948, 'sundays': 7939, 'lessons': 4723, 'sang': 6967, 'choir': 1404, 'authorities': 668, 'meekness': 5048, 'prisoners': 6200, 'spokesman': 7643, 'quarrels': 6362, 'gang': 3467, 'towns': 8355, 'villages': 8779, 'sentenced': 7135, 'newcomers': 5380, 'cropped': 1918, 'arrested': 543, 'accused': 190, 'quicker': 6383, 'rights': 6803, 'eh': 2664, 'makar': 4942, 'semyonich': 7116, 'aksionovs': 316, 'sinner': 7360, 'ourselves': 5626, 'gran': 3641, 'dad': 1991, 'unjustly': 8596, '_own_': 87, 'knee': 4574, 'lads': 4621, 'maybe': 5014, 'rumours': 6912, 'hid': 3912, 'awake': 684, 'unhappy': 8580, 'executioner': 2918, 'premature': 6141, 'kill': 4551, 'anger': 407, 'vengeance': 8728, 'repeating': 6652, 'prayers': 6125, 'peace': 5809, 'fortnight': 3340, 'miserable': 5146, 'earth': 2611, 'shelves': 7235, 'shelf': 7231, 'dug': 2576, 'hole': 3951, 'rid': 6785, 'emptying': 2735, 'blab': 923, 'll': 4817, 'flog': 3245, 'enemy': 2759, 'escape': 2831, 'convoy': 1774, 'tunnel': 8474, 'governor': 3631, 'questioned': 6377, 'denied': 2159, 'unconcerned': 8524, 'ruined': 6904, 'wrongly': 9153, 'digging': 2276, 'peered': 5826, 'released': 6600, 'nowhere': 5455, 'christ': 1411, 'sob': 7492, 'longing': 4848, 'hoped': 3979, 'confessed': 1661, 'guilt': 3730, 'shchedrin_': 7222, 'transported': 8394, 'uninhabited': 8585, 'isle': 4433, 'carpet': 1255, 'records': 6526, 'consequently': 1699, 'hadn': 3753, 'assurances': 610, 'esteem': 2843, 'humble': 4036, 'abolished': 131, 'services': 7164, 'migrated': 5107, 'podyacheskaya': 6028, 'pension': 5839, 'couldn': 1826, 'dreaming': 2522, 'shirt': 7248, 'hanging': 3787, 'coffee': 1526, 'bethought': 886, 'supposing': 7963, 'east': 2618, 'west': 8963, 'ascertain': 566, 'north': 5427, 'teacher': 8104, 'school': 7016, 'reserves': 6702, 'cleverer': 1473, 'fruits': 3414, 'plucked': 6019, 'tearing': 8110, 'brook': 1112, 'swarming': 8007, 'wouldn': 9126, 'watered': 8911, 'woods': 9100, 'partridges': 5754, 'grouse': 3709, 'hares': 3804, 'abundance': 157, 'food': 3290, 'tremendously': 8420, '_moscow': 80, 'gazette_': 3493, 'stomachs': 7773, 'partly': 5751, 'enjoying': 2779, 'fishes': 3191, 'pabulum': 5669, 'original': 5610, 'swims': 8026, 'grows': 3716, 'rejoined': 6590, 'breakfast': 1070, 'rolls': 6856, 'deduced': 2090, 'eat': 2622, 'pheasant': 5908, 'roast': 6833, 'swarmed': 8006, 'flocks': 3244, 'pheasants': 5909, 'ducks': 2573, 'herds': 3897, 'porklings': 6069, 'juicy': 4510, 'tenderly': 8139, 'garnished': 3476, 'deliciously': 2131, 'olives': 5545, 'capers': 1228, 'pickles': 5933, 'devour': 2252, 'gloves': 3586, 'mellow': 5054, 'fixedly': 3205, 'boding': 993, 'chattered': 1353, 'issued': 4436, 'breasts': 1074, 'frenzy': 3378, 'yelling': 9174, 'colleague': 1537, 'entertain': 2794, 'murder': 5265, 'explain': 2956, 'sun': 7936, 'rises': 6814, 'sets': 7168, 'reverse': 6758, 'doings': 2448, 'halt': 3768, 'sustain': 7997, 'juices': 4509, 'generate': 3500, 'consumed': 1724, 'topic': 8325, 'invariably': 4392, 'reverted': 6761, 'recollecting': 6517, 'banquet': 738, 'mayor': 5016, 'magnificence': 4928, 'exceeded': 2887, 'remotest': 6632, 'provinces': 6290, 'feast': 3094, 'gods': 3604, 'costliest': 1816, 'sturgeon': 7874, 'sheksna': 7230, 'caucasian': 1283, 'rendezvous': 6639, 'strawberries': 7807, 'seldom': 7107, 'latitude': 4666, 'sheer': 7228, 'desperation': 2213, 'snatched': 7474, 'correspondent': 1810, 'tula': 8469, 'informs': 4273, 'upa': 8645, 'event': 2864, 'oldest': 5542, 'club': 1506, 'prime': 6187, 'platter': 5995, 'vinegar': 8781, 'bunch': 1137, 'parsley': 5735, 'acted': 211, 'toast': 8300, 'sauces': 6986, 'unusually': 8641, 'delicate': 2129, '_gazette_': 54, 'viatka': 8759, 'highly': 3922, 'codfish': 1525, '_lota': 71, 'vulgaris_': 8834, 'beaten': 794, 'rod': 6847, 'liver': 4809, 'swells': 8020, 'minds': 5124, 'beefsteak': 813, 'irresistible': 4427, 'painfully': 5684, 'yearning': 9168, 'taught': 8097, 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'beer': 815, 'mead': 5019, 'alas': 321, 'scaffolding': 6997, 'ropes': 6873, 'roofs': 6867, 'paint': 5688, 'crawl': 1877, 'scorned': 7028, 'constructing': 1721, 'ship': 7246, 'vessel': 8748, 'dog': 2444, 'drown': 2557, 'raft': 6410, 'falling': 3036, 'waves': 8920, 'preparations': 6144, 'swan': 8005, 'couch': 1821, 'rowed': 6888, 'shore': 7266, 'seasick': 7068, 'storms': 7787, 'scolded': 7025, 'coarse': 1517, 'idleness': 4089, 'rowing': 6889, 'herring': 3906, 'neva': 5373, 'catherine': 1280, 'canal': 1214, 'bureau': 1141, 'whiskey': 8997, 'kopeks': 4597, 'rejoice': 6587, 'korlenko': 4598, 'elapsed': 2671, 'judges': 4503, 'acclaim': 172, 'athenian': 621, 'sentence': 7134, 'destroy': 2222, 'gadfly': 3443, 'athens': 623, 'stings': 7759, 'prevent': 6173, 'sting': 7758, 'pricks': 6183, 'arouses': 536, 'napping': 5313, 'exasperation': 2886, 'cruelly': 1932, 'demanded': 2146, 'perchance': 5850, 'accusers': 191, 'meletus': 5053, 'anytus': 447, 'citizens': 1433, 'whither': 9010, 'doctrines': 2440, 'tend': 8136, 'wrought': 9155, 'overthrows': 5655, 'beliefs': 849, 'divinity': 2431, 'hitherto': 3941, 'blasphemer': 936, 'deems': 2096, 'wiser': 9065, 'twere': 8487, 'flare': 3216, 'unjust': 8595, 'wanton': 8875, 'lust': 4898, 'wives': 9082, 'ancestors': 393, 'souls': 7564, 'forefathers': 3313, 'accomplish': 177, 'olympians': 5548, 'paled': 5696, 'joint': 4480, 'impious': 4151, 'blue': 978, 'twilight': 8490, 'restless': 6729, 'countenances': 1833, 'shine': 7242, 'mild': 5108, 'figure': 3149, 'courageously': 1843, 'dangers': 2008, 'potidæa': 6101, 'committing': 1575, 'executing': 2916, 'arginusæe': 514, 'tyrants': 8503, 'fifteen': 3144, 'market': 4973, 'concerning': 1639, 'shepherd': 7236, 'flock': 3242, 'watches': 8904, 'reduce': 6540, 'ruler': 6907, 'investigate': 4401, 'solitary': 7526, 'undefended': 8530, 'youths': 9195, 'kindled': 4556, 'dispersing': 2378, 'athenians': 622, 'oppressed': 5585, 'sophroniscus': 7551, 'harbour': 3797, 'glow': 3587, 'purple': 6332, 'sails': 6946, 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5471, 'pupil': 6323, 'agreed': 295, 'including': 4197, '_we_': 111, 'untruth': 8638, 'premise': 6142, 'conclusion': 1643, 'mustn': 5283, 'logical': 4839, 'erring': 2828, 'tossed': 8342, 'roared': 6831, 'dully': 2581, 'load': 4819, 'whimsical': 8987, 'mournful': 5241, 'stirred': 7762, 'ships': 7247, 'timidly': 8281, 'awakened': 686, 'messenger': 5088, 'darkened': 2019, 'sinking': 7358, 'cup': 1953, 'shrouded': 7297, 'veil': 8722, 'mist': 5154, 'tugging': 8468, 'vessels': 8749, 'delayed': 2123, 'erinyes': 2824, 'songs': 7542, 'whipped': 8991, 'tempest': 8128, 'overwhelm': 5658, 'denouncers': 2160, 'stirrings': 7764, 'regret': 6574, 'fleeing': 3228, 'sombre': 7531, 'attire': 647, 'reproach': 6677, 'resist': 6707, 'resentment': 6700, 'ye': 9165, 'unsatiable': 8617, 'tormentor': 8333, 'torment': 8331, 'stung': 7867, 'committed': 1573, 'erased': 2821, 'xenophon': 9160, 'marching': 4970, 'land': 4635, 'fatherland': 3074, 'critobulus': 1913, 'apollodorus': 457, 'parchment': 5724, 'disciple': 2324, 'busy': 1163, 'inscribing': 4307, 'teachings': 8107, 'sage': 6943, 'intellect': 4345, 'illumines': 4107, 'torch': 8329, 'impetuous': 4149, 'ctesippus': 1940, 'sole': 7517, 'clinias': 1482, 'exemplar': 2920, 'mindedness': 5123, 'indifferently': 4227, 'harmony': 3810, 'attractive': 651, 'graceful': 3636, 'harmonious': 3808, 'stormy': 7788, 'temperament': 8125, 'serenity': 7146, 'virginal': 8787, 'doubts': 2481, 'bud': 1127, 'opens': 5571, 'winds': 9049, 'hearth': 3859, 'oppressive': 5587, 'stillness': 7756, 'repugnance': 6684, 'burned': 1147, 'incense': 4185, 'offerings': 5528, 'sacrificed': 6933, 'shrieking': 7293, 'clamoured': 1439, 'execution': 2917, 'argunisæ': 518, 'opposed': 5583, 'champion': 1321, 'defend': 2107, 'blamed': 931, 'daughters': 2032, 'nereus': 5364, 'bewailing': 893, 'folly': 3285, 'frenzied': 3377, 'rocky': 6846, 'coast': 1519, 'growl': 3713, 'booming': 1013, 'sounded': 7566, 'dirge': 2307, 'ego': 2660, 'afflicting': 269, 'giant': 3537, 'mountain': 5237, 'heaving': 3871, 'immeasurable': 4126, 'wings': 9054, 'starry': 7703, 'vault': 8716, 'flecked': 3225, 'flying': 3268, 'disclose': 2329, 'ignorant': 4096, 'remove': 6633, 'lids': 4742, 'mountains': 5238, 'invariable': 4391, 'ceaselessly': 1292, 'invisibly': 4408, 'slumbering': 7441, 'unconsciously': 8526, 'roaring': 6832, 'whirr': 8995, 'rustling': 6924, 'stream': 7812, 'wisps': 9071, 'flickered': 3232, 'rocks': 6845, 'unaccompanied': 8511, 'flared': 3217, 'crag': 1869, 'peaks': 5813, 'illumination': 4105, 'emphasised': 2721, 'disclosed': 2330, 'outlines': 5634, 'deserts': 2195, 'gorges': 3619, 'crawling': 1879, 'serpents': 7157, 'heights': 3878, 'chaos': 1328, 'joyous': 4495, 'haunt': 3828, 'groves': 3710, 'purling': 6331, 'brooks': 1113, 'valleys': 8687, 'fled': 3226, 'pan': 5703, 'mysterious': 5298, 'nearby': 5336, 'ant': 431, 'blasphemously': 938, 'senseless': 7128, 'floodtide': 3251, 'overwhelms': 5661, 'rock': 6842, 'revelation': 6751, 'threshold': 8240, 'melt': 5056, 'unending': 8559, 'inconceivable': 4204, 'glare': 3561, 'slope': 7438, 'climbing': 1480, 'upward': 8655, 'cheerless': 1368, 'relieve': 6603, 'elpidias': 2692, 'formerly': 3335, 'richest': 6783, 'tanner': 8082, 'slaves': 7409, 'poet': 6031, 'slave': 7407, 'hades': 3751, 'marvel': 4988, 'wander': 8867, 'overcome': 5646, 'bemoan': 862, 'joys': 4497, 'fleeting': 3229, 'plunged': 6021, 'earthly': 2612, 'tread': 8406, 'hesitation': 3910, 'ray': 6459, 'aware': 689, 'distressing': 2408, 'undoubtedly': 8551, 'dismal': 2365, 'law': 4675, 'source': 7573, '_i_': 58, 'abandon': 117, 'pathless': 5781, 'fold': 3277, 'envelop': 2806, 'greedily': 3674, 'absorbing': 151, 'socratic': 7501, 'speech': 7606, 'shortens': 7268, 'hercules': 3896, 'seeks': 7097, 'produces': 6223, 'maintained': 4937, 'burial': 1143, 'magnificently': 4930, 'wanderer': 8869, 'washed': 8896, 'sprinkled': 7660, 'smelling': 7451, 'balsam': 724, 'larissa': 4650, 'garments': 3475, 'weave': 8940, 'amphora': 382, 'crater': 1875, 'decorated': 2086, 'handles': 3780, 'bronze': 1111, 'vial': 8758, 'converted': 1764, 'minas': 5120, 'drachmas': 2498, 'drinks': 2541, 'envy': 2811, 'responded': 6721, 'pained': 5682, 'straying': 7809, 'assembly': 589, 'befall': 819, 'sorrier': 7552, 'perceive': 5846, 'brightness': 1098, 'misty': 5161, 'region': 6572, 'orcus': 5593, 'mistaken': 5156, 'folds': 3279, 'pompous': 6056, 'clearer': 1464, 'ahead': 300, 'scoffing': 7024, 'compare': 1585, 'godless': 3601, 'agesilaus': 283, 'dyed': 2594, 'rogue': 6850, 'wasn': 8899, 'proteus': 6280, 'wily': 9043, 'profanation': 6225, 'unheard': 8582, 'compares': 1587, 'destructive': 2227, 'dropsy': 2555, 'abdomen': 121, 'physician': 5923, 'corinth': 1796, 'vanquish': 8699, 'quenched': 6371, 'flame': 3211, 'wicked': 9023, 'bellowed': 855, 'steer': 7735, 'slaughterer': 7406, 'begged': 829, 'parcæ': 5725, 'conclude': 1640, 'pleasanter': 6008, 'crafty': 1868, 'enrage': 2786, 'destroyer': 2224, 'didn': 2263, 'treat': 8407, 'considerately': 1703, 'quarrel': 6360, 'comparisons': 1589, 'hurt': 4065, 'shape': 7206, 'odds': 5514, 'abandoning': 119, 'cheated': 1357, 'depends': 2170, 'throughout': 8253, 'demands': 2148, 'reminds': 6626, 'luck': 4882, 'traffic': 8368, 'hides': 3917, 'hermes': 3901, 'calves': 1208, 'calf': 1198, 'bah': 714, 'oaths': 5466, 'abandoned': 118, 'hecatomb': 3873, 'whereas': 8979, 'promises': 6252, 'vows': 8830, 'cattle': 1282, 'trade': 8364, 'mina': 5119, 'sufficed': 7916, 'reckoned': 6509, 'remnants': 6628, 'meals': 5022, 'miscalculated': 5144, 'piety': 5946, 'surplus': 7979, 'fortunate': 3342, 'damages': 1999, 'unhand': 8578, 'citizen': 1432, 'hellish': 3882, 'approve': 494, 'sacrifices': 6934, 'examine': 2881, 'motives': 5232, 'investigation': 4403, 'philosophers': 5915, 'sophistry': 7550, 'ha': 3746, 'wickedly': 9024, 'righteously': 6800, 'majority': 4941, 'm_': 4908, '_you_': 115, 'rational': 6450, 'arises': 523, 'agreeing': 296, 'wherein': 8981, 'consists': 1710, 'homer': 3961, 'ares': 513, 'pallas': 5698, 'athene': 620, 'mornings': 5217, 'enormous': 2782, 'raises': 6428, 'athlete': 624, 'theophantes': 8185, 'towered': 8353, 'pericles': 5860, 'agree': 293, 'arrows': 550, 'trust': 8457, 'seduced': 7090, 'brute': 1125, 'lustfulness': 4899, 'insulting': 4343, 'scoundrel': 7032, 'zeus': 9201, 'cronos': 1916, 'war': 8877, 'brutal': 1124, 'hera': 3895, 'virgins': 8788, 'convert': 1763, 'inachos': 4180, 'cow': 1855, 'apollo': 456, 'niobe': 5403, 'callenius': 1201, 'steal': 7726, 'bulls': 1135, 'build': 1128, 'altars': 354, 'blaspheme': 935, 'acts': 217, 'judged': 4502, 'mark': 4971, 'divine': 2429, 'test': 8156, 'measures': 5033, 'follows': 3284, 'principle': 6193, 'condemns': 1650, 'deceptive': 2070, 'phantoms': 5907, 'creations': 1887, 'footed': 3296, 'takes': 8066, 'captive': 1237, 'confound': 1672, 'awaken': 685, 'waver': 8917, 'wrathful': 9134, 'inflict': 4265, 'arguments': 517, 'conclusions': 1644, 'milesian': 5110, 'allegories': 335, 'relaxation': 6597, 'unprofitable': 8613, 'ancient': 395, 'miletus': 5111, 'attacks': 631, 'wisest': 9066, 'precious': 6131, 'overtaken': 5653, 'worthless': 9122, 'stars': 7704, 'howl': 4020, 'beasts': 792, 'racked': 6403, 'inhospitable': 4283, 'obscure': 5482, 'loomed': 4855, 'realisation': 6474, 'resembles': 6699, 'hazy': 3835, 'hover': 4013, 'revived': 6762, 'wanderings': 8871, 'discerned': 2322, 'banished': 729, 'recollections': 6519, 'awoke': 698, 'nomads': 5417, 'dreams': 2523, 'endeavoured': 2745, 'lure': 4895, 'clay': 1456, 'embraced': 2708, 'wet': 8964, 'destroyed': 2223, 'vile': 8777, 'defamation': 2102, 'longings': 4849, 'reverenced': 6755, 'kernel': 4540, 'teaching': 8106, 'resides': 6704, 'staff': 7676, 'break': 1069, 'countries': 1838, 'cities': 1431, 'ways': 8925, 'seas': 7067, 'courses': 1845, 'pilgrim': 5950, 'limitless': 4778, 'faster': 3068, 'hospitable': 3998, 'greet': 3679, 'traveller': 8399, 'kidnapped': 4549, 'detect': 2234, 'traces': 8360, 'imperfection': 4147, 'wickedness': 9025, 'investigating': 4402, 'dust': 2587, 'shelterless': 7234, 'tradition': 8366, 'finds': 3164, 'imperfect': 4146, 'destroys': 2225, 'cunning': 1952, 'penetrate': 5832, 'unnecessary': 8605, 'beam': 780, 'vapoury': 8703, 'luminous': 4891, 'genii': 3507, 'process': 6213, 'thicker': 8196, 'foggy': 3276, 'separated': 7141, 'chased': 1348, 'endlessly': 2751, 'peak': 5812, 'ravine': 6457, 'zenith': 9200, 'rays': 6460, 'vale': 8683, 'dread': 2515, 'motion': 5229, 'limit': 4775, 'parting': 5748, 'beginnings': 833, 'struggle': 7851, 'attain': 632, 'crown': 1929, 'endeavours': 2747, 'ability': 124, 'endured': 2757, 'tolerably': 8311, 'instructive': 4337, 'trembles': 8416, 'nigh': 5392, 'hurled': 4059, 'bolt': 1005, 'bottomless': 1037, 'olympian': 5547, 'mists': 5160, 'powers': 6114, 'ascendant': 563, 'discern': 2321, 'halo': 3767, 'older': 5541, 'encircled': 2738, 'winging': 9053, 'eddies': 2639, 'hurricane': 4060, 'leaves': 4703, 'lashed': 4652, 'boreas': 1024, 'minor': 5129, 'spaces': 7578, 'embrace': 2707, 'admitted': 242, 'dreadful': 2517, 'deductions': 2092, 'threatening': 8236, 'godhead': 3600, 'spake': 7582, 'strives': 7840, 'immortal': 4134, 'unbelief': 8518, 'commands': 1566, 'recompense': 6521, 'enjoyed': 2778, 'solve': 7530, 'prefer': 6136, 'cowardly': 1856, 'hypocrisy': 4074, 'searchings': 7066, 'crags': 1870, 'shock': 7253, 'thundering': 8265, 'peal': 5814, 'enthroned': 2797, 'sighs': 7320, 'bowels': 1047, 'chained': 1309, 'titans': 8292, 'questioner': 6378, 'thunder': 8261, 'animal': 413, 'amazed': 364, 'lybian': 4904, 'tamer': 8080, 'fearless': 3090, 'scepticism': 7012, 'olympus': 5549, 'carrying': 1261, 'discourse': 2338, 'academies': 162, 'promenades': 6247, 'immortals': 4136, 'thou': 8222, 'daemon': 1992, 'forced': 3308, 'emanates': 2698, 'offering': 5527, 'ripe': 6810, 'kindling': 4557, 'gift': 3540, 'deepest': 2099, 'seed': 7093, 'sowed': 7575, 'crises': 1906, 'prevents': 6175, 'obediently': 5470, 'command': 1561, 'glimmer': 3570, 'stronger': 7846, 'interfere': 4365, 'breaks': 1072, 'smokes': 7462, 'shines': 7243, 'questing': 6374, 'extinguishing': 2979, 'searcher': 7063, 'altar': 353, 'solution': 7529, 'harken': 3805, 'kills': 4554, 'branch': 1059, 'fires': 3182, 'howling': 4022, 'arrogant': 548, 'renounce': 6643, 'humility': 4042, 'adornment': 247, 'shelter': 7233, 'credulous': 1892, 'departed': 2162, 'worm': 9113, 'pitiful': 5971, 'vivify': 8809, 'digger': 2275, 'dung': 2584, 'soiled': 7510, 'smut': 7469, 'architect': 503, 'temple': 8129, 'base': 762, 'disavow': 2319, 'unsolved': 8626, 'deprived': 2175, '_this_': 103, 'gnawed': 3590, 'refuge': 6558, 'folded': 3278, 'pinions': 5959, 'torrents': 8336, 'streamed': 7813, 'incessant': 4186, 'floods': 3250, 'deluge': 2142, 'unquenchable': 8615, 'silenced': 7331, 'thunderbolts': 8262, 'burden': 1140, 'unendurable': 8560, 'anguish': 411, 'belongs': 858, 'builder': 1129, 'structure': 7850, 'digs': 2280, 'destruction': 2226, 'stately': 7711, 'edifice': 2643, 'purified': 6330, 'erect': 2822, 'throne': 8248, 'restlessly': 6730, 'disavowal': 2320, 'soot': 7548, 'sunbeam': 7937, 'falls': 3037, 'filthy': 3158, 'puddle': 6304, 'vapour': 8702, 'mud': 5259, 'melts': 5058, 'dissolves': 2395, 'ether': 2851, 'laden': 4619, 'aspired': 583, 'bloodless': 966, 'absorb': 149, 'absorbs': 152, 'evaporating': 2858, 'ghosts': 3536, 'bar': 740, 'fathom': 3077, 'abrupt': 142, 'egis': 2659, 'weakened': 8928, 'thunderer': 8264, 'sounding': 7567, 'clefts': 1469, 'spectacle': 7603, 'godly': 3602, 'floated': 3240, 'azure': 699, 'ornaments': 5616, 'hem': 3889, 'festive': 3126, 'ravines': 6458, 'cleft': 1468, 'vanishing': 8696, 'gleaming': 3567, 'distinctly': 2400, 'tiniest': 8282, 'blade': 929, 'grass': 3656, 'balmy': 723, 'invisible': 4407, 'radiant': 6407, 'ecstasy': 2637, 'impulse': 4175, 'recital': 6505, 'vsevolod': 8832, 'semyon': 7115, 'ivanov': 4447, 'track': 8361, 'walker': 8859, 'hut': 4070, 'versts': 8745, 'railroad': 6418, 'darkly': 2020, 'forest': 3320, 'dwellings': 2592, 'huts': 4071, 'walkers': 8860, 'shattered': 7219, 'roasted': 6834, 'famished': 3044, 'marches': 4969, 'bullets': 1134, 'whizzed': 9012, 'regiment': 6569, 'firing': 3184, 'skirmishing': 7391, 'turks': 8479, 'hostile': 4003, 'armies': 527, 'morn': 5215, 'steady': 7725, 'thrice': 8242, 'daily': 1994, 'steaming': 7732, 'camp': 1210, 'hummed': 4043, 'rattled': 6452, 'viciously': 8764, 'hot': 4004, 'campaign': 1211, 'limbs': 4773, 'unbroken': 8519, 'crippled': 1905, 'rheumatism': 6776, 'plough': 6017, 'rheumatic': 6775, 'village': 8778, 'stayed': 7722, 'kherson': 4545, 'donshchina': 2464, 'ride': 6787, 'engine': 2768, 'idiot': 4086, 'kursk': 4605, 'firewood': 3183, 'yard': 9161, 'swept': 8021, 'platform': 5992, 'trolley': 8444, 'garden': 3473, 'legacy': 4710, 'dessiatin': 2219, 'ploughed': 6018, 'railway': 6420, 'embankment': 2700, 'farming': 3057, 'purchasing': 6326, 'stores': 7784, 'flag': 3209, 'horn': 3987, 'screw': 7044, 'wrench': 9137, 'crow': 1925, 'spade': 7579, 'broom': 1114, 'bolts': 1006, 'regulations': 6579, 'section': 7084, 'bench': 863, 'rails': 6419, 'rumble': 6910, 'spelling': 7610, 'trains': 8374, 'infrequent': 4274, 'verst': 8744, 'twice': 8488, 'affairs': 262, 'drawback': 2509, 'inspector': 4321, 'muscular': 5275, 'midway': 5103, 'neighbour': 5359, 'talkative': 8074, 'vasily': 8713, 'stepanych': 7738, 'knocked': 4582, 'ashes': 570, 'rail': 6415, 'crueller': 1931, 'beast': 791, 'wolf': 9085, 'eats': 2625, 'greed': 3673, 'tries': 8428, 'quick': 6381, 'suffer': 7910, 'temper': 8124, 'cutting': 1984, 'discussed': 2346, 'topics': 8326, 'cannibals': 1221, 'devouring': 2254, 'sucking': 7905, 'husks': 4069, 'feed': 3107, 'pigs': 5947, 'lighting': 4756, 'decides': 2073, 'coach': 1513, 'worker': 9106, 'twig': 8489, 'cabbages': 1184, 'dig': 2273, 'roots': 6872, 'pulling': 6311, 'bloody': 968, 'personages': 5881, 'inquiry': 4302, 'ballast': 720, 'levelled': 4730, 'sleepers': 7413, 'spikes': 7618, 'posts': 6094, 'sand': 6964, 'crossings': 1922, 'neighbouring': 5361, 'weed': 8945, 'mended': 5066, 'kaftan': 4519, 'cleaned': 1458, 'polished': 6051, 'plate': 5990, 'levers': 4731, 'hum': 4029, 'squeaked': 7669, 'soldierly': 7514, 'repair': 6646, '164': 8, 'spiridov': 7620, 'workmen': 9108, 'watched': 8903, 'choking': 1405, 'mate': 5002, 'shan': 7205, 'beforehand': 823, 'annoy': 421, 'patience': 5783, 'staying': 7723, 'freight': 3374, 'van': 8692, 'saloons': 6956, 'flutes': 3264, 'reed': 6542, 'stalk': 7688, 'drill': 2537, 'fix': 3203, 'mouthpiece': 5248, 'tune': 8471, 'brakemen': 1058, 'bazaar': 778, 'apiece': 455, 'sticks': 7749, 'big': 900, 'marsh': 4981, 'splendid': 7630, 'reeds': 6543, 'twittering': 8495, 'crackle': 1862, 'clang': 1442, 'redoubled': 6539, 'squatting': 7668, 'secure': 7086, 'loosened': 4857, 'swam': 8003, 'scrambled': 7035, 'replace': 6658, 'tools': 8323, 'murmured': 5271, 'hooter': 3977, 'factory': 3008, 'shiver': 7250, 'careen': 1243, 'splinter': 7633, 'curve': 1975, 'topple': 8327, 'packed': 5676, 'mechanically': 5035, 'blindly': 955, 'whistle': 9002, 'tremor': 8421, 'literally': 4801, 'scarf': 7004, 'spurted': 7664, 'flowing': 3258, 'smoothed': 7465, 'waving': 8921, 'wound': 9127, 'diminish': 2285, 'swim': 8024, 'spots': 7649, 'ringing': 6806, 'ears': 2610, 'banner': 737, 'regulator': 6580, 'reversed': 6759, 'footway': 3302, 'drenched': 2528, 'rag': 6411, 'lowering': 4880, 'chekov': 1372, 'olenka': 5543, 'assessor': 593, 'plemyanikov': 6013, 'nagging': 5301, 'gathering': 3484, 'wafting': 8839, 'moisture': 5183, 'kukin': 4602, 'roomed': 6869, 'wing': 9052, 'manager': 4958, 'tivoli': 8297, 'despairingly': 2209, 'noose': 5423, 'ruining': 6905, 'wrung': 9156, 'addressing': 229, 'olga': 5544, 'tortures': 8340, 'operetta': 5574, 'pantomime': 5711, 'rude': 6903, 'boor': 1014, 'wants': 8876, 'circus': 1429, 'tenth': 8144, 'june': 4515, 'audiences': 659, 'rent': 6644, 'actors': 216, 'hysterical': 4075, 'suit': 7925, 'drag': 2500, 'labour': 4608, 'scaffold': 6996, 'gaunt': 3486, 'combed': 1550, 'tenor': 8141, 'puckered': 6303, 'inscribed': 4306, 'sincere': 7350, 'loving': 4876, 'aunt': 662, 'brianska': 1085, 'progymnasium': 6241, 'compassionate': 1591, 'gentle': 3513, 'wholesome': 9018, 'rosy': 6878, 'visitors': 8802, 'grasp': 3653, 'hers': 3907, 'located': 4827, 'gypsy': 3745, 'music': 5276, 'rockets': 6843, 'battling': 776, 'indifferent': 4226, 'assault': 587, 'melted': 5057, 'tapped': 8085, 'pane': 5705, 'curtains': 1972, 'proposed': 6266, 'vigorous': 8773, 'clapped': 1444, 'rained': 6424, 'cashier': 1267, 'salaries': 6951, 'café': 1191, 'humanised': 4032, 'appreciates': 484, 'vanichka': 8693, '_faust': 53, 'burlesqued_': 1145, 'boxes': 1050, 'silly': 7337, 'overcrowded': 5647, '_orpheus': 85, 'hades_': 3752, 'contempt': 1734, 'boorishness': 1015, 'meddled': 5038, 'rehearsals': 6581, 'corrected': 1806, 'musicians': 5279, 'criticism': 1910, 'local': 4826, 'bilked': 903, 'utmost': 8670, 'nicely': 5389, 'leased': 4699, 'sublet': 7883, 'periods': 5864, 'conjuror': 1681, 'amateur': 363, 'beaming': 782, 'contentment': 1739, 'thinner': 8207, 'yellower': 9176, 'raspberry': 6446, 'syrup': 8045, 'lime': 4774, 'eau': 2626, 'cologne': 1543, 'coverings': 1853, 'likened': 4766, 'hens': 3893, 'rooster': 6871, 'coop': 1785, 'detained': 2232, 'easter': 2619, 'monday': 5191, 'omened': 5551, 'wicket': 9026, 'gate': 3480, 'barrel': 753, 'boom': 1012, 'barefooted': 749, 'plashing': 5987, 'puddles': 6305, 'hollow': 3955, 'bass': 771, 'telegram': 8117, 'telegrams': 8118, 'numbed': 5457, 'awaiting': 683, 'propt': 6271, 'wuneral': 9158, 'tuesday': 8466, 'unintelligible': 8586, 'signed': 7326, 'opera': 5572, 'sweetheart': 8015, 'vagankov': 8677, 'cemetery': 1296, 'wednesday': 8944, 'yards': 9162, 'crossing': 1921, 'grieving': 3688, 'mass': 4993, 'pustovalov': 6345, 'babakayev': 700, 'lumber': 4890, 'straw': 7806, 'vest': 8750, 'chain': 1308, 'landowner': 4639, 'ordained': 5594, 'sedately': 7089, 'dies': 2266, 'submission': 7884, 'sedate': 7088, 'liking': 4769, 'impressed': 4165, 'elderly': 2676, 'desperately': 2212, 'absence': 144, 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'andreyich': 401, 'physicians': 5924, 'wailed': 8846, 'fatherless': 3075, 'motherless': 5227, 'weepers': 8949, 'hats': 3826, 'nun': 5460, 'surmised': 7976, 'veterinarian': 8752, 'inspection': 4320, 'becoming': 806, 'infected': 4257, 'cows': 1859, 'transparent': 8393, 'change': 1324, 'colleagues': 1538, 'plague': 5977, 'municipal': 5264, 'slaughter': 7405, 'embarrassed': 2702, 'hissed': 3934, 'doctors': 2439, 'mix': 5165, 'nuisance': 5456, 'volodichka': 8819, '_am_': 39, 'duration': 2585, 'transferred': 8385, 'attic': 646, 'minus': 5131, 'homely': 3960, 'dubious': 2570, 'response': 6722, 'listlessly': 4799, 'compulsion': 1622, 'raining': 6425, 'riding': 6793, 'wagon': 8843, 'emptiness': 2733, 'galling': 3453, 'wormwood': 9114, 'roof': 6865, 'dock': 2437, 'thistles': 8214, 'overgrew': 5649, 'wafted': 8838, 'chime': 1393, 'cathedral': 1279, 'memories': 5062, 'pour': 6105, 'kitten': 4570, 'bryska': 1126, 'purred': 6334, 'caresses': 1251, 'untouched': 8634, 'aging': 285, 'skirt': 7392, 'marva': 4987, 'dumbfounded': 2583, 'flooded': 3249, 'resigned': 6706, 'gymnasium': 3744, 'reconciled': 6522, 'hotel': 4005, 'whitewashed': 9009, 'akimbo': 313, 'superintending': 7949, 'brightened': 1096, 'freshened': 3382, 'crabbed': 1860, 'sasha': 6971, 'chubby': 1417, 'dimples': 2291, 'rang': 6433, 'auntie': 663, 'kitties': 4571, 'mamma': 4953, 'awfully': 694, 'mice': 5094, 'chatted': 1351, 'gripping': 3699, 'studying': 7862, 'tract': 8362, 'recited': 6506, 'asseverated': 594, 'studies': 7860, 'classical': 1451, 'commercial': 1569, 'graduated': 3640, 'career': 1244, 'kharkov': 4544, 'inspecting': 4319, 'sashenka': 6972, 'sorrowingly': 7556, 'cracknels': 1865, 'buttered': 1166, 'fable': 2998, 'departing': 2163, 'teachers': 8105, 'satchel': 6975, 'noiselessly': 5413, 'shoved': 7281, 'caramel': 1238, 'ties': 8272, 'disinterestedly': 2362, 'maternal': 5004, 'instincts': 4334, 'serene': 7145, 'overflowing': 5648, 'beamed': 781, 'problem': 6206, 'text': 8159, 'difficulties': 2271, 'purring': 6335, 'mrr': 5256, 'knock': 4581, 'unhappier': 8579, 'quit': 6393, 'scrapping': 7036, 'pacing': 5673, 'study': 7861, 'recalling': 6493, 'scholars': 7015, 'journalists': 4490, 'disapproved': 2315, 'obsolete': 5489, 'unfitted': 8570, 'immoral': 4133, 'replaced': 6659, 'universally': 8593, 'imprisonment': 4169, 'priori_': 6197, 'humane': 4031, 'degrees': 2118, 'seconds': 7077, 'draws': 2514, 'lawyer': 4678, 'choose': 1406, 'ensued': 2788, 'discussion': 2347, 'nervous': 5367, 'banged': 728, 'cell': 1295, 'ridiculous': 6792, 'spoiled': 7637, 'jokingly': 4486, 'roan': 6829, 'heavier': 3868, 'enforced': 2765, 'poison': 6042, 'caprice': 1231, 'pure': 6327, 'undergo': 8534, 'observation': 5485, 'newspapers': 5384, 'musical': 5277, 'instrument': 4338, 'tobacco': 8301, 'agreement': 297, 'communicate': 1579, 'specially': 7595, 'constructed': 1720, 'quantity': 6359, 'minutest': 5134, 'confinement': 1669, 'strictly': 7830, 'november': 5452, '14th': 6, '1870': 12, '1885': 13, 'attempt': 634, 'violate': 8782, 'freed': 3370, 'obligation': 5477, 'loneliness': 4842, 'boredom': 1026, 'piano': 5928, 'rejected': 6586, 'excites': 2902, 'foes': 3273, 'prisoner': 6199, 'boring': 1027, 'spoils': 7639, 'complicated': 1610, 'crime': 1899, 'fantasy': 3053, 'comedies': 1553, 'classics': 1452, 'fifth': 3145, 'sixth': 7376, 'zealously': 9199, 'philosophy': 5918, 'subjects': 7882, 'hungrily': 4054, 'gaoler': 3469, 'experts': 2954, 'fired': 3180, 'geniuses': 3509, 'ages': 282, 'burns': 1149, 'heavenly': 3866, 'fulfilled': 3417, 'shots': 7273, 'immovable': 4137, 'testament': 8157, 'erudite': 2830, 'religions': 6606, 'theology': 8184, 'haphazard': 3788, 'sciences': 7019, 'chemistry': 1374, 'treatise': 8410, 'swimming': 8025, 'wreckage': 9136, 'grasping': 3655, 'receives': 6498, 'stock': 7766, 'risky': 6817, 'speculation': 7605, 'recklessness': 6508, 'decay': 2061, 'confident': 1665, 'cursed': 1965, 'clutching': 1511, 'gamble': 3458, 'envious': 2809, 'beggar': 828, 'bankruptcy': 735, 'disgrace': 2352, 'whining': 8989, 'safe': 6940, 'damp': 2002, 'howled': 4021, 'strained': 7798, 'statues': 7717, 'greenhouse': 3677, 'fulfil': 3416, 'suspicion': 7994, 'groped': 3704, 'poked': 6044, 'match': 5001, 'bedclothes': 808, 'seals': 7056, 'movement': 5252, 'hoarse': 3945, 'groan': 3700, 'creaked': 1880, 'unlike': 8599, 'skeleton': 7381, 'tight': 8274, 'earthy': 2614, 'sunken': 7942, 'hairy': 3760, 'lean': 4690, 'skinny': 7390, 'silvering': 7340, 'senile': 7125, 'emaciation': 2696, 'believed': 851, 'bended': 865, 'smother': 7468, 'examination': 2880, 'trace': 8358, 'despise': 2214, 'blessings': 951, 'diligently': 2282, 'fragrant': 3360, 'hunted': 4057, 'deer': 2101, 'boar': 986, 'ethereal': 2852, 'summits': 7931, 'elbruz': 2675, 'mont': 5201, 'blanc': 932, 'suffused': 7919, 'ridges': 6789, 'lightnings': 4760, 'cleaving': 1467, 'rivers': 6821, 'lakes': 4628, 'syrens': 8044, 'devils': 2248, 'abysses': 160, 'miracles': 5136, 'preached': 6128, 'unwearying': 8642, 'lump': 4892, 'skull': 7394, 'void': 8816, 'frail': 3361, 'visionary': 8795, 'delusive': 2143, 'mirage': 5139, 'underground': 8536, 'posterity': 6092, 'immortality': 4135, 'slag': 7398, 'terrestrial': 8149, 'globe': 3579, 'ugliness': 8506, 'orange': 5590, 'frogs': 3402, 'lizards': 4815, 'roses': 6876, 'breathe': 1076, 'sweating': 8012, 'bartered': 761, 'waive': 8853, 'paradise': 5717, 'stipulated': 7760, 'sleeping': 7414, 'renunciation': 6645, 'zhukov': 9203, 'apprentice': 486, 'aliakhin': 329, 'assistants': 600, 'employer': 2728, 'cupboard': 1954, 'phial': 5912, 'ink': 4289, 'penholder': 5835, 'nib': 5387, 'spreading': 7654, 'crumpled': 1935, 'deciding': 2074, 'furtively': 3437, 'ikon': 4099, 'lasts': 4658, 'konstantin': 4595, 'makarych': 4943, 'vividly': 8808, 'pictured': 5937, 'messrs': 5089, 'zhivarev': 9202, 'blear': 941, 'trifled': 8430, 'ample': 383, 'strayed': 7808, 'domain': 2454, 'tapping': 8086, 'cudgel': 1943, 'bitch': 915, 'kashtanka': 4527, 'viun': 8805, 'loach': 4818, 'civil': 1435, 'trusted': 8458, 'deference': 2109, 'humbleness': 4038, 'inquisitorial': 4303, 'maliciousness': 4952, 'sneak': 7475, 'slip': 7431, 'larder': 4645, 'chicken': 1383, 'hind': 3928, 'blinking': 956, 'jesting': 4462, 'belt': 861, 'hugging': 4026, 'cough': 1822, 'asks': 577, 'sneeze': 7480, 'ecstasies': 2636, 'cries': 1898, 'freeze': 3373, 'sneezes': 7482, 'twitches': 8494, 'deferentially': 2110, 'sniff': 7483, 'wags': 8845, 'frosty': 3407, 'streaks': 7811, 'chimneys': 1395, 'silvered': 7339, 'hoar': 3944, 'frost': 3405, 'snowdrifts': 7488, 'scintillates': 7022, 'milky': 5114, 'dips': 2298, 'continues': 1745, 'thrashing': 8232, 'belaboured': 846, 'maker': 4945, 'stirrup': 7765, 'brat': 1063, 'cradle': 1867, 'snout': 7485, 'tease': 8113, 'tavern': 8098, 'vodka': 8812, 'cucumbers': 1941, 'beats': 796, 'handy': 3786, 'gruel': 3719, 'sour': 7572, 'guzzle': 3743, 'grandpapa': 3647, 'dirty': 2309, 'grate': 3657, 'goat': 3595, 'fedya': 3102, 'underherdsman': 8537, 'repose': 6667, 'pelagueya': 5829, 'lots': 4865, 'vicious': 8763, 'sing': 7352, 'fishing': 3192, 'rods': 6849, 'sale': 6953, 'convenient': 1756, 'hook': 3973, 'sheat': 7224, 'weighing': 8952, 'pound': 6104, 'guns': 3739, '100': 1, 'meat': 5034, 'woodcocks': 9098, 'shopman': 7263, 'walnut': 8866, 'ignatyevna': 4092, 'convulsively': 1777, 'crackled': 1863, 'fir': 3177, 'wrapt': 9132, 'hare': 3803, 'springing': 7657, 'dart': 2025, 'snowdrift': 7487, 'tailed': 8058, 'decorating': 2087, 'candy': 1218, 'quadrille': 6354, 'orphan': 5617, 'frightfully': 3396, 'greetings': 3681, 'aliona': 332, 'tegor': 8116, 'address': 226, 'scratched': 7038, 'interfered': 4366, 'poulterer': 6102, 'conveyed': 1766, 'mail': 4935, 'troikas': 8443, 'boys': 1053, 'lulled': 4889, 'soundly': 7569, 'wagging': 8842, 'lelechka': 4715, 'nursery': 5462, 'charmed': 1344, 'serafima': 7144, 'aleksandrovna': 326, 'kisses': 4567, 'keenest': 4531, 'bewitched': 895, 'fondle': 3287, 'frigid': 3397, 'currents': 1963, 'nesletyevs': 5370, 'sergey': 7149, 'modestovich': 5175, 'calculation': 1195, 'intelligent': 4348, 'obligations': 5478, 'fiancé': 3136, 'irreproachable': 4425, 'gentleness': 3518, 'tactful': 8053, 'connexions': 1686, 'influential': 4269, 'useful': 8662, 'nesletyev': 5369, 'slow': 7439, 'marriage': 4977, 'suggest': 7922, 'elsewhere': 2694, 'infant': 4256, 'anticipation': 435, 'drifted': 2536, 'ungratified': 8577, 'lovers': 4874, '_mamochka_': 74, '_priatki_': 92, 'pronouncing': 6257, '_r_': 94, '_l_': 65, 'pliatki': 6015, 'inability': 4178, 'plump': 6020, 'carpets': 1256, '_tiu': 104, 'tiu': 8295, 'mamochka': 4954, 'laughing': 4670, 'roguish': 6851, 'rippling': 6811, 'joyously': 4496, 'merrily': 5085, 'cuddled': 1942, 'glowed': 3588, 'stealthily': 7729, 'tiu_': 8296, 'suppressed': 7965, 'disarranged': 2317, 'fedosya': 3100, 'natured': 5327, 'gentlewomen': 3519, 'caprices': 1232, 'absorbed': 150, 'closer': 1493, 'disarranging': 2318, 'oo': 5565, 'loudly': 4868, 'mispronouncing': 5150, 'lisping': 4793, 'awkward': 696, 'outcries': 5629, 'romping': 6864, 'genial': 3505, 'irreproachably': 4426, 'cleanliness': 1460, 'freshness': 3383, 'coldness': 1533, 'midst': 5102, 'abashed': 120, 'communicated': 1580, 'swift': 8022, 'beautifully': 799, 'surround': 7983, 'infancy': 4255, 'loveliest': 4871, 'tastefully': 8091, 'continuous': 1746, 'derisive': 2180, 'condescending': 1651, 'incidental': 4189, 'stress': 7820, 'puzzled': 6351, 'insist': 4314, 'kingdom': 4561, 'genially': 3506, 'housemaid': 4010, 'darya': 2027, 'agathya': 278, '_tiutiu_': 105, 'ominously': 5554, 'reproachful': 6680, 'roughly': 6884, 'ludicrous': 4885, 'emphatic': 2722, 'assurance': 609, 'secrecy': 7078, 'surest': 7971, 'tenderness': 8140, 'worried': 9116, 'gesticulated': 3529, 'succumbing': 7903, 'fears': 3092, 'dryly': 2568, 'omen': 5550, 'shamefaced': 7202, 'foreboded': 3311, 'humiliating': 4041, 'fancies': 3048, 'agitate': 286, 'gentlefolk': 3514, 'omens': 5552, 'doleful': 2449, 'angelic': 405, 'apron': 496, 'austere': 665, 'irritation': 4428, 'notions': 5446, 'dejected': 2120, 'conquer': 1687, 'attributed': 653, 'connexion': 1685, 'continuation': 1742, 'distinguish': 2401, 'sly': 7443, 'cares': 1249, 'unfounded': 8575, 'wholeheartedly': 9016, 'favourite': 3083, 'obedient': 5469, 'complied': 1611, 'wishes': 9069, 'amuse': 385, 'obtruded': 5495, 'eternally': 2849, 'organic': 5603, 'weakness': 8930, 'germ': 3524, 'non': 5418, 'tormented': 8332, 'presentiments': 6154, 'agonising': 291, 'network': 5372, 'fatigue': 3079, 'blanket': 934, 'hopeless': 3980, 'console': 1711, 'unthinkable': 8632, 'feebler': 3105, 'simulated': 7347, 'frighten': 3393, 'masked': 4992, 'reiterations': 6584, 'sobs': 7496, 'consuming': 1725, 'delirium': 2139, 'pain': 5681, 'nightmare': 5394, 'dimmed': 2290, 'lisped': 4792, 'tragic': 8370, '_mamochka': 73, 's_': 6927, 'blurred': 982, 'paling': 5697, 'anxiously': 441, 'stupor': 7873, 'vii': 8775, 'consoling': 1713, 'sima': 7342, 'resign': 6705, 'unseemly': 8619, 'miracle': 5135, 'irrelevance': 4423, 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1459, 'fixing': 3206, 'scratching': 7039, 'tatyana': 8096, 'grigoryevna': 3691, 'chmyrsk': 1400, 'quartered': 6364, 'widows': 9030, 'flannel': 3214, 'cheap': 1355, 'cashmere': 1268, 'gowns': 3633, 'shawls': 7220, 'borders': 1022, 'arabesques': 500, 'headgear': 3840, 'evidence': 2871, 'dubbed': 2569, 'tacked': 8052, 'grocer': 3703, 'etc': 2847, '_ladies_': 67, 'intercourse': 4360, 'dissimilar': 2393, 'creatures': 1889, 'disputing': 2387, 'regimental': 6570, 'theatricals': 8174, 'afternoon': 274, 'teas': 8112, 'foregone': 3315, 'untarnished': 8631, 'annual': 425, 'defects': 2106, 'exquisitely': 2972, 'admittance': 241, 'blonde': 964, 'salons': 6955, 'advantage': 252, 'needless': 5353, 'arduous': 509, 'activities': 215, 'stiftik': 7753, 'feminine': 3120, 'toilet': 8306, 'august': 660, 'furnished': 3434, 'specked': 7602, 'elegant': 2683, 'fairer': 3026, 'styles': 7877, 'nerve': 5365, 'thorn': 8217, 'flesh': 3230, 'glory': 3583, 'competitor': 1596, 'nervousness': 5368, 'fitting': 3200, 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'trimmed': 8434, 'deadly': 2044, 'whitened': 9006, 'rouged': 6882, 'disgusting': 2357, 'wrinkles': 9144, 'ridged': 6788, 'patched': 5774, 'smooth': 7464, 'humoured': 4046, 'cheeriness': 1367, 'artistically': 556, 'brushes': 1122, 'submitted': 7886, 'hidden': 3913, 'incomprehensible': 4203, 'apartments': 452, 'stolidly': 7771, 'palace': 5693, 'semblance': 7114, 'sands': 6965, 'throngs': 8251, 'unreal': 8616, 'bane': 727, 'curses': 1966, 'deeper': 2098, 'caesar': 1190, 'courageous': 1842, 'invincible': 4405, 'encounter': 2739, 'commanded': 1563, 'medusa': 5045, 'playfulness': 6000, 'misgivings': 5149, 'counterfeit': 1835, 'salute': 6960, 'christians': 1414, 'shake': 7193, 'forbidding': 3305, 'scatter': 7006, 'blossoms': 971, 'indistinctly': 4236, 'hate': 3822, 'eagles': 2602, 'authority': 669, 'hurl': 4058, 'challenging': 1315, 'strife': 7832, 'reverently': 6756, 'blessed': 949, 'severely': 7179, 'remnant': 6627, 'aversion': 679, 'caterpillar': 1278, 'gnawing': 3591, 'exuding': 2991, 'rusted': 6923, 'sword': 8034, 'assassin': 585, 'condemn': 1648, 'mayhap': 5015, 'cowards': 1857, 'spurred': 7662, 'reward': 6772, 'alluring': 342, 'protruded': 6281, 'ravenous': 6456, 'band': 725, 'pains': 5686, 'ponderous': 6058, 'shutting': 7306, 'eternity': 2850, 'swinging': 8029, 'aperture': 454, 'calmly': 1207, 'removing': 6635, 'icy': 4080, 'perilously': 5861, 'giants': 3538, 'kingdoms': 4562, 'maw': 5010, 'accent': 163, 'powerless': 6113, 'eagle': 2601, 'drowsily': 2560, 'shield': 7239, 'redeeming': 6535, 'pierced': 5943, 'doomed': 2466, 'fragile': 3357, 'inclining': 4193, 'scales': 6999, 'partook': 5753, 'wave': 8914, 'vanquished': 8700, 'doom': 2465, 'irons': 4420, 'hissing': 3935, 'matted': 5005, 'uplifted': 8648, 'surged': 7973, 'homes': 3962, 'ambush': 369, 'crimson': 1903, 'curtain': 1971, 'sunset': 7944, 'outstretched': 5641, 'michaïl': 5096, 'gabriel': 3442, 'andersen': 397, 'undecided': 8529, 'tints': 8285, 'glistened': 3575, 'bars': 760, 'railing': 6417, 'lightness': 4758, 'transparency': 8392, 'possess': 6082, 'fringe': 3399, 'tramp': 8376, 'peering': 5827, 'spectacles': 7604, 'sentimental': 7138, 'poetising': 6032, 'cane': 1219, 'paces': 5672, 'drab': 2497, 'haystack': 3834, 'craning': 1873, 'prettily': 6171, 'whitish': 9011, 'protruding': 6282, 'raucous': 6454, 'bustling': 1162, 'rebel': 6489, 'damned': 2001, 'skunk': 7395, 'restrained': 6733, 'decide': 2071, 'thundered': 8263, 'spurs': 7663, 'rode': 6848, 'placing': 5976, 'daintily': 1995, 'minuet': 5130, 'momentary': 5189, 'dispersed': 2377, 'directions': 2302, 'insane': 4304, 'hears': 3855, 'dismounted': 2369, 'sabres': 6929, 'brushing': 1123, 'damn': 2000, 'drowning': 2559, 'scarlet': 7005, 'repulsive': 6686, 'gruesomeness': 3720, 'shrill': 7295, 'reeled': 6545, 'ow': 5662, 'yell': 9172, 'porkling': 6068, 'deafening': 2046, 'mounting': 5240, 'muddy': 5261, 'clanking': 1443, 'clattering': 1453, 'deathly': 2056, 'sweat': 8011, 'aquiver': 499, 'tortured': 8339, 'akin': 314, 'sickness': 7309, 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8018, 'snake': 7470, 'shrieks': 7294, 'seventeen': 7175, 'beardless': 788, 'flames': 3213, 'tinkering': 8283, 'firearms': 3179, 'logs': 4840, 'blazing': 940, 'scattering': 7008, 'michelson': 5097, 'nosing': 5431, 'sneered': 7478, 'jaw': 4458, 'suspicious': 7995, 'lazily': 4683, 'em': 2695, 'firelight': 3181, 'substantial': 7896, 'neat': 5342, 'disappearing': 2314, 'chilly': 1392, 'bushes': 1155, 'revolver': 6769, 'hill': 3924, 'faintly': 3023, 'trigger': 8433, 'blinding': 954, 'clasping': 1447, 'combined': 1551, 'riving': 6823, 'roar': 6830, 'apparitions': 462, 'throwing': 8255, 'writhing': 9149, 'fluttering': 3266, 'descending': 2188, 'thud': 8259, 'discharged': 2323, 'lunged': 4893, 'foremost': 3318, 'twitched': 8493, 'ghostly': 3535, 'ammunition': 376, 'straightway': 7796, 'murdered': 5266, 'grabbed': 3634, 'formulate': 3338, 'rifle': 6795, 'barrels': 754, 'indistinct': 4235, 'cleanness': 1461, 'useless': 8663, 'buttoned': 1170, 'clawed': 1454, 'senselessly': 7129, 'index': 4220, 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'chaotic': 1329, 'incongruous': 4205, 'pooled': 6061, 'senator': 7121, 'tatters': 8095, 'waistcoat': 8848, 'opening': 5569, 'leapt': 4695, 'unbalanced': 8515, 'type': 8499, 'indicate': 4221, 'delegates': 2124, 'rostov': 6877, 'odessa': 5515, 'nikolayev': 5397, '_what_': 112, 'electing': 2679, 'deputation': 2178, 'uncertainly': 8521, 'authorised': 667, 'esteemed': 2844, 'connection': 1683, 'waved': 8915, 'helplessly': 3888, '115': 3, 'fahrenheit': 3014, 'expectorated': 2940, 'lately': 4660, 'indications': 4224, 'instigators': 4331, 'organised': 5606, 'dregs': 2527, 'drunkards': 2565, 'tramps': 8379, 'souteneurs': 7574, 'hooligans': 3975, 'slums': 7442, 'protesting': 6279, 'accusation': 189, 'offenders': 5523, 'enemies': 2758, 'wholesale': 9017, 'offence': 5520, 'normal': 5425, 'average': 678, 'basis': 767, 'logic': 4838, 'repent': 6654, 'representatives': 6671, 'slippery': 7434, 'giraldoni': 3547, 'sings': 7355, 'prologue': 6245, '_pagliacci_': 88, 'quench': 6370, 'doubtless': 2480, 'paradox': 5718, 'proudhon': 6284, '_la': 66, 'propriete': 6269, 'est': 2839, 'le': 4685, 'vol_': 8817, 'refuted': 6563, 'bourgeois': 1044, 'priests': 6186, 'accumulates': 184, 'energetic': 2760, 'exploitation': 2960, 'rickety': 6784, 'degenerate': 2116, 'brainless': 1056, 'maggot': 4924, 'parasite': 5722, 'potentially': 6100, 'irrational': 4422, 'proposition': 6267, 'correction': 1807, 'excessive': 2895, 'accumulation': 186, 'values': 8691, 'hardships': 3802, 'abominations': 133, 'arbitrariness': 501, 'negligence': 5358, 'monstrosities': 5199, 'capitalistic': 1230, 'assuredly': 613, 'property': 6263, 'limbo': 4772, 'disappear': 2312, '_les': 69, 'braves': 1066, 'chevaliers': 1380, 'industrie_': 4245, 'tray': 8404, 'bawled': 777, 'philosophical': 5916, 'economic': 2633, 'approaches': 490, 'elements': 2688, 'vocation': 8811, 'ambition': 367, 'science': 7018, 'karamzin': 4523, 'stupendous': 7870, 'fascination': 3062, 'paradoxes': 5719, 'expounding': 2964, 'briefly': 1094, 'visual': 8803, 'sharpness': 7218, 'accuracy': 187, 'dexterity': 2255, 'sharpers': 7216, 'pickpockets': 5935, 'nimbleness': 5398, 'agility': 284, 'terrific': 8152, 'certainty': 1307, 'talent': 8069, 'positive': 6080, 'safes': 6942, 'tenderest': 8138, 'bicycles': 898, 'machines': 4910, 'hereditary': 3899, 'animus': 416, 'phenomenon': 5910, 'degeneracy': 2115, 'entice': 2800, 'vegetation': 8720, 'gingerbread': 3544, 'pulsation': 6313, 'locks': 4831, 'revolvers': 6770, 'telephones': 8120, 'soldiery': 7516, 'fearlessness': 3091, 'foxes': 3355, 'guarded': 3723, 'natures': 5329, 'poachers': 6022, 'meagre': 5020, 'intolerably': 4380, 'spirited': 7622, 'thefts': 8177, 'design': 2199, 'headlines': 3842, 'amazing': 365, 'swindle': 8027, 'ruse': 6918, 'gangsters': 3468, 'paterfamilias': 5777, 'exclaims': 2906, 'abilities': 123, 'psychology': 6299, 'incomparable': 4200, 'histrionic': 3938, 'benefits': 870, 'devised': 2249, 'commonplaces': 1577, 'trivialities': 8440, 'admire': 236, 'park': 5731, 'infallible': 4254, '_aplomb_': 41, 'turkey': 8477, 'detestation': 2240, 'vulgarity': 8835, 'apologise': 458, 'digression': 2279, 'orthodox': 5618, 'comprises': 1621, 'hundreds': 4049, 'supple': 7956, 'processes': 6214, 'cleverest': 1474, 'juggler': 4507, 'compass': 1590, 'experiments': 2952, 'demonstrators': 2157, 'photographs': 5919, 'adorn': 245, 'albums': 322, 'detective': 2235, 'inviolable': 4406, 'invest': 4399, 'taboo': 8050, 'sesoi': 7165, 'grinned': 3695, 'eyebrow': 2993, 'nothin': 5439, 'hoarsely': 3946, 'specialty': 7596, 'receptacles': 6502, 'monetary': 5192, 'tokens': 8309, 'avails': 675, 'electric': 2680, 'installation': 4325, 'fusing': 3438, 'metals': 5091, 'demonstrate': 2154, 'items': 4441, 'repertoire': 6656, 'stage': 7678, 'admirable': 234, 'tain': 8063, 'keyhole': 4542, 'imperceptible': 4144, '_mille': 78, 'pardons_': 5728, 'adroitness': 248, 'waddled': 8837, 'grinning': 3696, 'picking': 5932, 'delicacy': 2128, 'diligence': 2281, 'yasha': 9163, 'swarthy': 8008, 'blouse': 973, 'glacé': 3554, 'gipsy': 3546, 'swagger': 8000, 'fingering': 3169, 'screwing': 7046, 'whites': 9008, 'persuasively': 5892, 'experiment': 2951, 'exhibition': 2928, 'beetle': 817, 'amusedly': 386, 'solicitor': 7523, 'figured': 3150, 'yer': 9177, 'halls': 3766, 'watchin': 8905, 'sugary': 7921, 'fluent': 3260, 'toff': 8303, 'gent': 3511, 'im': 4111, 'mostly': 5224, 'ticker': 8269, 'purse': 6336, 'greeny': 3678, 'keeps': 4535, 'monogram': 5194, 'leather': 4701, 'ain': 306, 'barrister': 758, 'dexterous': 2256, 'tie': 8270, 'appropriate': 492, '_gents_': 55, 'peepers': 5825, 'forefinger': 3314, 'pianner': 5927, 'pickpocket': 5934, 'heel': 3875, 'representative': 6670, 'huh': 4027, 'grunted': 3721, 'piping': 5966, 'operatin': 5573, '_mamselle_': 75, 'keepsake': 4536, 'swaggered': 8001, 'collaborator': 1534, 'fairs': 3028, 'steamboats': 7731, 'railways': 6421, 'demonstrations': 2156, 'extremely': 2990, 'affably': 260, 'indiscreet': 4232, 'diamond': 2258, 'banks': 736, 'italian': 4439, 'polish': 6050, 'ukrainian': 8509, 'yiddish': 9181, 'substance': 7895, 'amply': 384, 'associates': 604, 'isaac': 4431, 'confirmed': 1671, 'blond': 963, 'billiard': 905, 'yourselves': 9192, 'patronage': 5787, 'misunderstandings': 5163, 'magazines': 4923, 'verses': 8741, 'penny': 5837, 'advertisement': 256, 'cigarettes': 1421, 'jasmine': 4456, 'slander': 7400, 'accusing': 192, 'concocting': 1646, 'divorce': 2433, 'cabmen': 1188, 'poisonous': 6043, 'disgraceful': 2354, 'vexatious': 8755, 'digestion': 2274, 'slandered': 7401, 'scum': 7052, '_passez': 89, 'moi': 5180, 'mot_': 5225, 'darlings': 2024, 'dissipated': 2394, 'riff': 6794, 'raff': 6409, 'clumsy': 1508, 'drones': 2548, 'commit': 1572, 'unskilful': 8624, 'prostitute': 6274, 'mackerel': 4911, 'excrements': 2911, 'pests': 5894, 'beauties': 797, 'jackals': 4450, 'lion': 4789, 'thirds': 8209, 'receivers': 6497, 'discount': 2336, 'subsidies': 7894, 'incorruptible': 4207, 'parasites': 5723, 'accident': 170, 'hearsay': 3856, 'casual': 1272, '_motients_': 81, 'corruption': 1813, '_moitié_': 79, 'etymology': 2854, 'runs': 6917, 'dollar': 2451, 'detest': 2239, 'reptiles': 6683, 'stigma': 7754, 'ignominy': 4094, 'application': 476, 'unexpectedness': 8565, 'systematic': 8047, 'leader': 4687, 'inevitably': 4250, 'arouse': 534, 'outward': 5642, 'wrappings': 9131, 'roqueambole': 6874, 'bleed': 945, 'cossack': 1814, 'whips': 8992, 'trodden': 8441, 'liberation': 4735, 'thrill': 8243, 'pogroms': 6036, 'dastardly': 2028, 'ignominious': 4093, 'failure': 3019, 'fortress': 3341, 'deceiving': 2067, 'unapproachable': 8514, 'diverts': 2425, 'diabolical': 2257, 'invents': 4398, 'titanic': 8291, 'lettings': 4728, 'cannibal': 1220, 'convulsions': 1776, 'bureaucracy': 1142, 'imaginatively': 4117, 'bloodthirsty': 967, 'deity': 2119, 'voracious': 8828, 'spider': 7615, 'cuttlefish': 1985, 'shoot': 7260, 'dismembered': 2366, 'final': 3159, 'clawing': 1455, 'tentacles': 8143, 'push': 6341, 'markets': 4974, 'doss': 2472, 'organise': 5605, 'massacres': 4994, 'concealment': 1630, 'extorted': 2982, 'avail': 673, 'chambers': 1319, 'ox': 5668, 'rubber': 6895, 'extort': 2981, 'gaolers': 3470, 'detectives': 2236, 'lungs': 4894, 'judas': 4499, 'stabs': 7675, 'inflicts': 4267, 'threats': 8237, 'mercenary': 5073, 'murderers': 5268, 'brethren': 1083, 'accomplices': 176, 'jewish': 4468, 'moldavanka': 5185, 'poker': 6045, 'defended': 2108, 'horde': 3985, 'martin': 4985, 'miner': 5126, 'jewess': 4467, 'pursued': 6338, '_canaille_': 47, 'crowbar': 1926, 'smashed': 7449, 'splintered': 7634, 'rib': 6778, 'impotence': 4164, 'origin': 5609, 'vermin': 8737, 'governed': 3627, 'merited': 5084, 'barricades': 757, 'inveterate': 4404, 'revulsion': 6771, 'victim': 8765, 'barricade': 756, 'elegantly': 2684, 'spotless': 7648, 'cherubim': 1378, 'rob': 6835, 'doves': 2483, 'sporting': 7645, 'whiter': 9007, 'newspaper': 5383, 'slanders': 7402, 'stain': 7681, 'joined': 4479, 'undertone': 8545, 'magistrates': 4926, 'sessions': 7166, 'grievous': 3689, 'charge': 1336, 'masculine': 4991, 'rack': 6402, 'peg': 5828, 'jauntily': 4457, 'flattened': 3222, 'misunderstanding': 5162, 'exchanged': 2897, 'yours': 9190, 'pardons': 5727, 'file': 3152, 'txt': 8497, 'zip': 9204, 'files': 3154, 'formats': 3332, 'http': 4023, 'editions': 2647, 'renamed': 6636, 'creating': 1885, 'print': 6195, 'owns': 5667, 'states': 7714, 'copyright': 1792, 'distribute': 2409, 'royalties': 6892, 'distributing': 2411, 'tm': 8298, 'electronic': 2681, 'concept': 1635, 'trademark': 8365, 'registered': 6573, 'ebooks': 2629, 'unless': 8598, 'specific': 7598, 'complying': 1615, 'derivative': 2181, 'performances': 5856, 'research': 6696, 'modified': 5178, 'practically': 6115, 'redistribution': 6538, 'promoting': 6254, 'distribution': 2412, 'comply': 1614, 'available': 674, 'redistributing': 6537, 'fee': 3103, 'obtaining': 5494, 'access': 167, 'refund': 6559, 'entity': 2803, 'paragraph': 5720, 'archive': 505, 'pglaf': 5904, 'performing': 5858, 'displaying': 2381, 'based': 763, 'references': 6546, 'sharing': 7212, 'compliance': 1609, 'format': 3331, 'govern': 3626, 'downloading': 2488, 'representations': 6669, 'status': 7719, 'links': 4788, 'immediate': 4127, 'prominently': 6249, 'accessed': 168, 'viewed': 8771, 'contain': 1728, 'holder': 3948, 'fees': 3113, 'charges': 1338, 'providing': 6289, 'paragraphs': 5721, 'additional': 224, 'linked': 4787, 'unlink': 8601, 'detach': 2228, 'containing': 1730, 'redistribute': 6536, 'binary': 907, 'nonproprietary': 5420, 'proprietary': 6268, 'processing': 6215, 'hypertext': 4073, 'provide': 6287, 'vanilla': 8694, 'ascii': 567, 'version': 8743, 'web': 8941, 'site': 7369, 'user': 8664, 'exporting': 2961, 'alternate': 357, 'include': 4194, 'specified': 7599, 'viewing': 8772, 'royalty': 6893, '20': 17, 'gross': 3706, 'profits': 6232, 'derive': 2182, 'method': 5092, 'calculate': 1192, 'applicable': 475, 'taxes': 8102, 'owed': 5663, 'donate': 2458, 'payments': 5808, '60': 29, 'prepare': 6145, 'legally': 4712, 'required': 6693, 'periodic': 5863, 'returns': 6747, 'donations': 2460, 'notifies': 5444, '30': 23, 'require': 6692, 'medium': 5044, 'discontinue': 2335, 'replacement': 6660, 'defect': 2104, '90': 35, 'michael': 5095, 'hart': 3813, 'contact': 1726, 'volunteers': 8825, 'employees': 2727, 'expend': 2944, 'identify': 4085, 'transcribe': 8383, 'proofread': 6259, 'stored': 7783, 'limited': 4777, 'incomplete': 4202, 'inaccurate': 4179, 'corrupt': 1812, 'data': 2029, 'transcription': 8384, 'infringement': 4275, 'defective': 2105, 'computer': 1623, 'virus': 8791, 'codes': 1524, 'damage': 1997, 'equipment': 2820, 'warranty': 8890, 'disclaimer': 2327, 'disclaim': 2326, 'liability': 4732, 'costs': 1817, 'remedies': 6620, 'breach': 1067, 'contract': 1747, 'f3': 2997, 'distributor': 2413, 'liable': 4733, 'indirect': 4230, 'consequential': 1698, 'punitive': 6318, 'possibility': 6087, 'elect': 2678, 'lieu': 4746, 'electronically': 2682, 'opportunities': 5580, 'warranties': 8889, 'express': 2965, 'implied': 4152, 'merchantibility': 5075, 'fitness': 3197, 'disclaimers': 2328, 'exclusion': 2909, 'limitation': 4776, 'violates': 8783, 'interpreted': 4371, 'maximum': 5012, 'invalidity': 4390, 'unenforceability': 8561, 'provision': 6292, 'provisions': 6293, 'indemnity': 4216, 'indemnify': 4215, 'agent': 281, 'employee': 2726, 'production': 6224, 'promotion': 6255, 'arise': 521, 'indirectly': 4231, 'alteration': 355, 'modification': 5177, 'additions': 225, 'deletions': 2125, 'synonymous': 8043, 'readable': 6467, 'widest': 9028, 'variety': 8708, 'computers': 1624, 'financial': 3161, 'goals': 3594, 'ensuring': 2789, '2001': 18, 'sections': 7085, 'org': 5601, 'profit': 6230, '501': 27, 'educational': 2652, 'corporation': 1801, 'organized': 5607, 'mississippi': 5153, 'granted': 3651, 'exempt': 2922, 'revenue': 6753, 'ein': 2668, 'federal': 3099, 'identification': 4084, '64': 31, '6221541': 30, 'fundraising': 3425, 'deductible': 2091, '4557': 25, 'melan': 5051, 'dr': 2496, 'fairbanks': 3025, 'ak': 310, '99712': 36, 'locations': 4828, '809': 33, '1500': 7, 'salt': 6957, 'lake': 4627, 'ut': 8668, '84116': 34, '801': 32, '596': 28, 'email': 2697, 'gregory': 3682, 'newby': 5378, 'executive': 2919, 'gbnewby': 3495, 'survive': 7988, 'increasing': 4210, 'licensed': 4740, 'machine': 4909, 'array': 540, 'outdated': 5630, '000': 0, 'maintaining': 4938, 'irs': 4429, 'regulating': 6578, 'charities': 1341, 'charitable': 1340, '50': 26, 'paperwork': 5715, 'solicit': 7521, 'confirmation': 1670, 'determine': 2237, 'solicitation': 7522, 'prohibition': 6242, 'unsolicited': 8625, 'donors': 2463, 'offers': 5529, 'international': 4370, 'gratefully': 3659, 'statements': 7713, 'swamp': 8004, 'donation': 2459, 'methods': 5093, 'addresses': 228, 'checks': 1359, 'credit': 1890, 'professor': 6228, 'originator': 5612, 'library': 4738, 'volunteer': 8824, 'edition': 2646, 'pg': 5903, 'facility': 3005, 'includes': 4196, 'subscribe': 7890, 'newsletter': 5382}
    [9.06290542 9.06290542 9.06290542 ... 8.65744031 9.06290542 8.36975824]
    (1, 9208)
    [[0. 0. 0. ... 0. 0. 0.]]

## The Bag-of-Word Model
The Bag of Words (BoW) model is the simplest form of text representation in numbers. Like the term itself, we can represent a sentence as a bag of words vector (a string of numbers).

Let’s take three types of movie reviews we saw earlier:

>Review 1: This movie is very scary and long

>Review 2: This movie is not scary and is slow

>Review 3: This movie is spooky and good

We will first build a vocabulary from all the unique words in the above three reviews.

The vocabulary consists of these 11 words:

‘This’, ‘movie’, ‘is’, ‘very’, ‘scary’, ‘and’, ‘long’, ‘not’,  ‘slow’, ‘spooky’,  ‘good’.

We can now take each of these words and mark their occurrence in the three movie reviews above with 1s and 0s. This will give us 3 vectors for 3 reviews:

>Vector of Review 1: [1 1 1 1 1 1 1 0 0 0 0]

>Vector of Review 2: [1 1 2 0 0 1 1 0 1 0 0]

>Vector of Review 3: [1 1 1 0 0 0 1 0 0 1 1]

#### Drawbacks of using a Bag-of-Words (BoW) Model:
In the above example, we can have vectors of length 11. However, we start facing issues when we come across new sentences:

1. If the new sentences contain new words, then our vocabulary size would increase and thereby, the length of the vectors would increase too.
2. Additionally, the vectors would also contain many 0s, thereby resulting in a sparse matrix (which is what we would like to avoid)
3. We are retaining no information on the grammar of the sentences nor on the ordering of the words in the text.