The steps are:
- read in a text file into memory
- remove punctuation marks such as (.,()?!#:' etc. from text
- convert text to all lowercase
- count how often each word occurs in the text
(e.g. the occurs 20 times, is occurs 15 times, etc.)
- write the list of unique words (the, is, etc.) into a new text file
- sort the unique words by their count from most often to least often
- print out the 10 most often occurring words
After trying my own code on a couple of Monty Python sketches (the biggest is 21 Kb) I wondered: What text file can I try that's really big? My first thought went to Tolstoy's War and Peace which can be downloaded as .txt from Project Gutenberg and comes in at a whopping 3.2 Mb (uncompressed).
I hesitated to run my very simplistic (i.e. not optimized) Python script on this monster - how many hours would I wait? Would my PC start to burn? To be fair, I removed the many debug print statements (as it would have produced too much text in the shell window, which seems rather slow in Idle) but added some info on the number of total on unique words and a simple way of measuring the time elapsed (the time() method from the time module gets the current time in float second). Here are the results:
Total time (on my 2008 Dell Vostro 17 laptop) needed to find 20,465 unique words within the total of 3,110,642 words write them into a file, reverse sort them by frequency and print out the top 100 most often used words: about 1.6 seconds.
Now I can finally answer these burning questions: What persons are most often mentioned by name in War and Peace? Answer: Pierre, beating out Natasha, 1784 times to 1092 times.
Now, if I just had any idea who these people are supposed to be - my guess would point to some romantic entanglement, what else could result in the two being the top mentioned names in War and Peace? Alas, I still have to read this magnum opus for myself, until them I'm left speculating that the importance of a person is linked to the frequency of their name ...
If you are interested in the original text file and the file containing the 20465 unique words, look here:
http://www.vrac.iastate.edu/~charding/HCI574/lecture_notes/HW3-material/Counting_words_in_War_and_Peace/, eventually I will add the code for this adventure as well. Or, you could try something even longer.
----------------
Reading in C:\Users\charding\War_and_Peace.txt
3110642 words total
20465 unique words
writing all unique words into file: C:\Users\charding\unique_War_and_Peace.txt
total time taken 1.60431167623 seconds
top 1000 most used words:
1 : the - 34558 times
2 : and - 22143 times
3 : to - 16707 times
4 : of - 14988 times
5 : a - 10514 times
6 : he - 9808 times
7 : in - 8926 times
8 : his - 7965 times
9 : that - 7805 times
10 : was - 7326 times
11 : with - 5694 times
12 : had - 5354 times
13 : it - 5179 times
14 : her - 4697 times
15 : not - 4658 times
16 : him - 4571 times
17 : at - 4535 times
18 : i - 4089 times
19 : but - 4011 times
20 : on - 3996 times
21 : as - 3984 times
22 : you - 3642 times
23 : for - 3521 times
24 : she - 3401 times
25 : is - 3323 times
26 : said - 2834 times
27 : all - 2772 times
28 : from - 2700 times
29 : be - 2451 times
30 : were - 2433 times
31 : by - 2400 times
32 : what - 2314 times
33 : they - 2166 times
34 : who - 2114 times
35 : this - 2103 times
36 : one - 2050 times
37 : which - 2017 times
38 : have - 1978 times
39 : prince - 1885 times
40 : so - 1855 times
41 : pierre - 1784 times
42 : an - 1620 times
43 : or - 1590 times
44 : up - 1552 times
45 : them - 1511 times
46 : when - 1486 times
47 : did - 1478 times
48 : been - 1475 times
49 : there - 1458 times
50 : their - 1437 times
51 : no - 1402 times
52 : would - 1362 times
53 : now - 1304 times
54 : if - 1301 times
55 : only - 1292 times
56 : are - 1278 times
57 : me - 1263 times
58 : out - 1225 times
59 : my - 1220 times
60 : could - 1111 times
61 : natasha - 1092 times
62 : man - 1064 times
63 : will - 1062 times
64 : more - 1053 times
65 : do - 1047 times
66 : andrew - 1039 times
67 : about - 1016 times
68 : himself - 1011 times
69 : into - 1003 times
70 : how - 995 times
71 : we - 956 times
72 : its - 949 times
73 : then - 935 times
74 : time - 921 times
75 : princess - 915 times
76 : face - 891 times
77 : french - 872 times
78 : went - 859 times
79 : some - 842 times
80 : know - 841 times
81 : after - 834 times
82 : before - 823 times
83 : eyes - 820 times
84 : your - 816 times
85 : old - 803 times
86 : very - 801 times
87 : thought - 764 times
88 : men - 761 times
89 : room - 755 times
90 : go - 752 times
91 : well - 739 times
92 : like - 734 times
93 : see - 730 times
94 : rostov - 715 times
95 : began - 714 times
96 : moscow - 707 times
97 : has - 703 times
98 : again - 703 times
99 : down - 690 times
100 : came - 681 times
101 : come - 679 times
102 : without - 669 times
103 : asked - 668 times
104 : still - 665 times
105 : same - 663 times
106 : those - 651 times
107 : count - 650 times
108 : looked - 647 times
109 : army - 641 times
110 : say - 637 times
111 : felt - 628 times
112 : nicholas - 626 times
113 : our - 624 times
114 : first - 618 times
115 : where - 616 times
116 : away - 614 times
117 : mary - 612 times
118 : left - 605 times
119 : another - 601 times
120 : over - 599 times
121 : something - 597 times
122 : these - 590 times
123 : such - 590 times
124 : life - 589 times
125 : two - 586 times
126 : other - 581 times
127 : seemed - 579 times
128 : head - 566 times
129 : just - 563 times
130 : little - 554 times
131 : yes - 550 times
132 : am - 545 times
133 : day - 543 times
134 : why - 536 times
135 : hand - 536 times
136 : than - 534 times
137 : whole - 531 times
138 : dont - 528 times
139 : people - 524 times
140 : emperor - 522 times
141 : should - 520 times
142 : back - 515 times
143 : long - 512 times
144 : even - 503 times
145 : any - 501 times
146 : own - 498 times
147 : heard - 497 times
148 : way - 492 times
149 : having - 487 times
150 : because - 487 times
151 : general - 486 times
152 : countess - 484 times
153 : must - 482 times
154 : napoleon - 475 times
155 : look - 475 times
156 : here - 475 times
157 : can - 473 times
158 : always - 464 times
159 : saw - 462 times
160 : nothing - 461 times
161 : being - 460 times
162 : made - 458 times
163 : russian - 452 times
164 : right - 449 times
165 : kutuzov - 445 times
166 : though - 443 times
167 : young - 441 times
168 : love - 441 times
169 : suddenly - 428 times
170 : off - 424 times
171 : voice - 422 times
172 : round - 421 times
173 : us - 420 times
174 : smile - 414 times
175 : moment - 413 times
176 : sonya - 411 times
177 : officer - 410 times
178 : told - 409 times
179 : knew - 409 times
180 : never - 407 times
181 : everything - 406 times
182 : whom - 400 times
183 : while - 397 times
184 : took - 396 times
185 : much - 394 times
186 : words - 391 times
187 : looking - 390 times
188 : too - 389 times
189 : house - 389 times
190 : turned - 384 times
191 : dear - 383 times
192 : good - 381 times
193 : through - 378 times
194 : let - 376 times
195 : tell - 375 times
196 : quite - 374 times
197 : under - 371 times
198 : chapter - 367 times
199 : soldiers - 364 times
200 : denisov - 363 times
201 : think - 356 times
202 : once - 356 times
203 : get - 356 times
204 : take - 350 times
205 : battle - 350 times
206 : understand - 347 times
207 : evidently - 347 times
208 : last - 345 times
209 : sat - 344 times
210 : yet - 339 times
211 : every - 337 times
212 : father - 329 times
213 : door - 329 times
214 : herself - 328 times
215 : already - 326 times
216 : most - 325 times
217 : feeling - 319 times
218 : going - 318 times
219 : might - 314 times
220 : oh - 313 times
221 : behind - 311 times
222 : place - 310 times
223 : stood - 307 times
224 : others - 307 times
225 : gave - 303 times
226 : done - 302 times
227 : replied - 300 times
228 : expression - 299 times
229 : war - 298 times
230 : side - 297 times
231 : order - 295 times
232 : anything - 293 times
233 : anna - 293 times
234 : toward - 292 times
235 : position - 292 times
236 : boris - 290 times
237 : may - 289 times
238 : seen - 287 times
239 : horse - 286 times
240 : commander - 286 times
241 : new - 285 times
242 : dolokhov - 284 times
243 : give - 280 times
244 : make - 276 times
245 : put - 270 times
246 : thats - 268 times
247 : also - 268 times
248 : front - 265 times
249 : great - 262 times
250 : god - 262 times
251 : horses - 261 times
252 : troops - 260 times
253 : ran - 260 times
254 : hands - 260 times
255 : both - 258 times
256 : three - 254 times
257 : soon - 252 times
258 : talk - 251 times
259 : officers - 251 times
260 : want - 249 times
261 : shall - 248 times
262 : * - 248 times
263 : petya - 246 times
264 : ill - 245 times
265 : shouted - 244 times
266 : wife - 243 times
267 : taken - 242 times
268 : petersburg - 241 times
269 : between - 240 times
270 : alone - 237 times
271 : part - 236 times
272 : chief - 236 times
273 : word - 233 times
274 : saying - 233 times
275 : many - 233 times
276 : things - 232 times
277 : whether - 230 times
278 : letter - 230 times
279 : son - 229 times
280 : called - 229 times
281 : mind - 226 times
282 : along - 226 times
283 : thing - 224 times
284 : sent - 224 times
285 : during - 224 times
286 : found - 223 times
287 : against - 223 times
288 : table - 222 times
289 : rode - 221 times
290 : regiment - 221 times
291 : sitting - 220 times
292 : night - 218 times
293 : rostovs - 216 times
294 : question - 216 times
295 : everyone - 216 times
296 : among - 216 times
297 : days - 215 times
298 : vasili - 214 times
299 : continued - 214 times
300 : speak - 213 times
301 : evening - 213 times
302 : moved - 212 times
303 : entered - 212 times
304 : crowd - 210 times
305 : cried - 210 times
306 : brought - 210 times
307 : leave - 209 times
308 : does - 208 times
309 : anatole - 208 times
310 : added - 208 times
311 : morning - 207 times
312 : wounded - 205 times
313 : near - 205 times
314 : enemy - 205 times
315 : received - 204 times
316 : really - 203 times
317 : power - 203 times
318 : got - 202 times
319 : drawing - 202 times
320 : taking - 201 times
321 : road - 201 times
322 : orders - 200 times
323 : themselves - 199 times
324 : mother - 199 times
325 : ask - 199 times
326 : understood - 198 times
327 : fire - 196 times
328 : lay - 195 times
329 : cant - 195 times
330 : happy - 194 times
331 : stopped - 193 times
332 : white - 192 times
333 : next - 192 times
334 : action - 192 times
335 : passed - 191 times
336 : wished - 189 times
337 : talking - 189 times
338 : tried - 188 times
339 : since - 188 times
340 : several - 188 times
341 : rose - 188 times
342 : soldier - 187 times
343 : movement - 187 times
344 : fellow - 187 times
345 : wish - 185 times
346 : end - 185 times
347 : beside - 184 times
348 : each - 183 times
349 : turning - 181 times
350 : small - 181 times
351 : anyone - 181 times
352 : wanted - 180 times
353 : ah - 180 times
354 : noticed - 179 times
355 : given - 179 times
356 : remained - 178 times
357 : death - 178 times
358 : arms - 177 times
359 : longer - 176 times
360 : impossible - 176 times
361 : nor - 175 times
362 : heart - 175 times
363 : arm - 175 times
364 : till - 173 times
365 : past - 173 times
366 : forward - 173 times
367 : home - 172 times
368 : around - 172 times
369 : few - 171 times
370 : woman - 170 times
371 : possible - 170 times
372 : became - 170 times
373 : large - 169 times
374 : far - 169 times
375 : thousand - 168 times
376 : seeing - 168 times
377 : spoke - 167 times
378 : pierres - 167 times
379 : news - 167 times
380 : matter - 167 times
381 : happened - 167 times
382 : cannot - 167 times
383 : work - 166 times
384 : tears - 166 times
385 : dinner - 166 times
386 : trying - 164 times
387 : silent - 164 times
388 : ready - 164 times
389 : friend - 163 times
390 : conversation - 163 times
391 : russia - 162 times
392 : better - 162 times
393 : set - 161 times
394 : gone - 161 times
395 : find - 161 times
396 : sound - 160 times
397 : full - 160 times
398 : coming - 160 times
399 : strange - 159 times
400 : bolkonski - 158 times
401 : standing - 157 times
402 : itself - 157 times
403 : adjutant - 157 times
404 : world - 156 times
405 : faces - 156 times
406 : terrible - 155 times
407 : speaking - 155 times
408 : met - 155 times
409 : honor - 155 times
410 : history - 155 times
411 : almost - 154 times
412 : hair - 153 times
413 : free - 153 times
414 : fact - 153 times
415 : answered - 153 times
416 : glanced - 152 times
417 : else - 152 times
418 : times - 151 times
419 : smiled - 150 times
420 : soul - 149 times
421 : kept - 149 times
422 : wont - 147 times
423 : tone - 147 times
424 : reply - 146 times
425 : myself - 146 times
426 : cause - 146 times
427 : above - 146 times
428 : village - 145 times
429 : returned - 145 times
430 : reached - 145 times
431 : afraid - 145 times
432 : state - 144 times
433 : smiling - 144 times
434 : russians - 144 times
435 : repeated - 144 times
436 : help - 144 times
437 : different - 144 times
438 : field - 143 times
439 : voices - 142 times
440 : less - 142 times
441 : held - 142 times
442 : answer - 142 times
443 : mademoiselle - 141 times
444 : light - 141 times
445 : kind - 141 times
446 : hear - 141 times
447 : de - 141 times
448 : women - 140 times
449 : often - 140 times
450 : together - 139 times
451 : lost - 139 times
452 : doing - 139 times
453 : quickly - 138 times
454 : certain - 138 times
455 : steps - 137 times
456 : necessary - 137 times
457 : helene - 137 times
458 : half - 137 times
459 : cold - 137 times
460 : listened - 136 times
461 : emperors - 136 times
462 : used - 135 times
463 : staff - 135 times
464 : sides - 135 times
465 : husband - 135 times
466 : family - 135 times
467 : air - 135 times
468 : please - 134 times
469 : followed - 134 times
470 : bagration - 134 times
471 : alpatych - 134 times
472 : force - 133 times
473 : feel - 133 times
474 : bridge - 133 times
475 : read - 132 times
476 : later - 132 times
477 : sometimes - 131 times
478 : merely - 131 times
479 : society - 130 times
480 : immediately - 130 times
481 : command - 130 times
482 : third - 129 times
483 : known - 129 times
484 : important - 129 times
485 : glad - 129 times
486 : girl - 129 times
487 : brother - 129 times
488 : ever - 128 times
489 : especially - 128 times
490 : boy - 128 times
491 : service - 127 times
492 : money - 127 times
493 : killed - 127 times
494 : either - 127 times
495 : reason - 126 times
496 : happiness - 126 times
497 : present - 125 times
498 : fell - 125 times
499 : contrary - 125 times
500 : years - 124 times
501 : smoke - 124 times
502 : remember - 124 times
503 : best - 124 times
504 : believe - 124 times
505 : someone - 123 times
506 : grew - 123 times
507 : excellency - 123 times
508 : doctor - 123 times
509 : course - 123 times
510 : pleasure - 122 times
511 : hundred - 122 times
512 : become - 122 times
513 : bad - 122 times
514 : appeared - 122 times
515 : presence - 121 times
516 : usual - 120 times
517 : true - 120 times
518 : says - 120 times
519 : peasants - 120 times
520 : loved - 120 times
521 : holding - 120 times
522 : former - 120 times
523 : fine - 120 times
524 : moving - 119 times
525 : mikhaylovna - 119 times
526 : kissed - 119 times
527 : daughter - 119 times
528 : clear - 119 times
529 : black - 119 times
530 : town - 118 times
531 : thinking - 118 times
532 : strength - 118 times
533 : historians - 118 times
534 : coat - 118 times
535 : bed - 118 times
536 : attention - 118 times
537 : yourself - 117 times
538 : second - 117 times
539 : prisoners - 117 times
540 : name - 117 times
541 : high - 117 times
542 : frightened - 117 times
543 : carriage - 117 times
544 : affairs - 117 times
545 : waiting - 116 times
546 : opened - 116 times
547 : ones - 116 times
548 : line - 116 times
549 : generals - 116 times
550 : expressed - 116 times
551 : events - 116 times
552 : across - 116 times
553 : thoughts - 115 times
554 : perhaps - 115 times
555 : natashas - 115 times
556 : military - 115 times
557 : alexander - 115 times
558 : short - 114 times
559 : peace - 114 times
560 : marya - 114 times
561 : lips - 113 times
562 : ball - 113 times
563 : window - 112 times
564 : study - 112 times
565 : pavlovna - 112 times
566 : feet - 112 times
567 : everybody - 112 times
568 : drew - 112 times
569 : bourienne - 112 times
570 : whose - 111 times
571 : pale - 111 times
572 : led - 111 times
573 : freedom - 111 times
574 : besides - 111 times
575 : showed - 110 times
576 : show - 110 times
577 : ordered - 110 times
578 : fear - 110 times
579 : hussars - 109 times
580 : red - 108 times
581 : need - 108 times
582 : human - 108 times
583 : handsome - 108 times
584 : rest - 107 times
585 : meet - 107 times
586 : making - 107 times
587 : hes - 107 times
588 : giving - 107 times
589 : company - 107 times
590 : angry - 107 times
591 : able - 107 times
592 : shoulders - 106 times
593 : beyond - 106 times
594 : asking - 106 times
595 : activity - 106 times
596 : silence - 105 times
597 : raised - 105 times
598 : mans - 105 times
599 : late - 105 times
600 : im - 105 times
601 : ground - 105 times
602 : close - 105 times
603 : borodino - 105 times
604 : straight - 104 times
605 : running - 104 times
606 : colonel - 104 times
607 : turn - 103 times
608 : shouting - 103 times
609 : rostopchin - 103 times
610 : considered - 103 times
611 : children - 103 times
612 : attack - 103 times
613 : remembered - 102 times
614 : mamma - 102 times
615 : four - 102 times
616 : dress - 102 times
617 : campaign - 102 times
618 : smolensk - 101 times
619 : legs - 101 times
620 : guns - 101 times
621 : fathers - 101 times
622 : run - 100 times
623 : project - 100 times
624 : ought - 100 times
625 : napoleons - 100 times
626 : however - 100 times
627 : decided - 100 times
628 : country - 100 times
629 : child - 100 times
630 : captain - 100 times
631 : business - 100 times
632 : aim - 100 times
633 : wait - 99 times
634 : thin - 99 times
635 : galloped - 99 times
636 : body - 99 times
637 : return - 98 times
638 : questions - 98 times
639 : open - 98 times
640 : upon - 97 times
641 : unable - 97 times
642 : tomorrow - 97 times
643 : ten - 97 times
644 : case - 97 times
645 : neither - 96 times
646 : changed - 96 times
647 : carried - 96 times
648 : andrews - 96 times
649 : uniform - 95 times
650 : talked - 95 times
651 : rapidly - 95 times
652 : meaning - 95 times
653 : laws - 95 times
654 : laughing - 95 times
655 : frenchman - 95 times
656 : flank - 95 times
657 : cry - 95 times
658 : balashev - 95 times
659 : wrote - 94 times
660 : struck - 94 times
661 : interrupted - 94 times
662 : guards - 94 times
663 : fresh - 94 times
664 : opinion - 93 times
665 : meeting - 93 times
666 : arrived - 93 times
667 : remarked - 92 times
668 : live - 91 times
669 : german - 91 times
670 : dark - 91 times
671 : corner - 91 times
672 : closed - 91 times
673 : call - 91 times
674 : berg - 91 times
675 : plan - 90 times
676 : occupied - 90 times
677 : hope - 90 times
678 : duty - 90 times
679 : dmitrievna - 90 times
680 : clearly - 90 times
681 : master - 89 times
682 : listen - 89 times
683 : beginning - 89 times
684 : spent - 88 times
685 : sight - 88 times
686 : rather - 88 times
687 : living - 88 times
688 : ladies - 88 times
689 : hardly - 88 times
690 : uncle - 87 times
691 : porch - 87 times
692 : pleased - 87 times
693 : particularly - 87 times
694 : gazed - 87 times
695 : foot - 87 times
696 : farther - 87 times
697 : expected - 87 times
698 : within - 86 times
699 : sounds - 86 times
700 : pleasant - 86 times
701 : forces - 86 times
702 : experienced - 86 times
703 : event - 86 times
704 : eh - 86 times
705 : calm - 86 times
706 : water - 85 times
707 : surprise - 85 times
708 : seems - 85 times
709 : retreat - 85 times
710 : listening - 85 times
711 : knows - 85 times
712 : knowing - 85 times
713 : firing - 85 times
714 : cossacks - 85 times
715 : cannon - 85 times
716 : year - 84 times
717 : today - 84 times
718 : subject - 84 times
719 : sake - 84 times
720 : passing - 84 times
721 : move - 84 times
722 : least - 84 times
723 : five - 84 times
724 : exclaimed - 84 times
725 : victory - 83 times
726 : various - 83 times
727 : truth - 83 times
728 : reading - 83 times
729 : pass - 83 times
730 : keep - 83 times
731 : difficult - 83 times
732 : change - 83 times
733 : bring - 83 times
734 : view - 82 times
735 : use - 82 times
736 : seem - 82 times
737 : point - 82 times
738 : meant - 82 times
739 : marry - 82 times
740 : lady - 82 times
741 : hill - 82 times
742 : hard - 82 times
743 : friends - 82 times
744 : fixed - 82 times
745 : cap - 82 times
746 : seized - 81 times
747 : leaving - 81 times
748 : instead - 81 times
749 : infantry - 81 times
750 : hills - 81 times
751 : happen - 81 times
752 : finished - 81 times
753 : despite - 81 times
754 : begun - 81 times
755 : beautiful - 81 times
756 : whispered - 80 times
757 : step - 80 times
758 : sad - 80 times
759 : quiet - 80 times
760 : pressed - 80 times
761 : nonsense - 80 times
762 : march - 80 times
763 : lying - 80 times
764 : kutuzovs - 80 times
765 : joy - 80 times
766 : hussar - 80 times
767 : carts - 80 times
768 : tikhon - 79 times
769 : prepared - 79 times
770 : cossack - 79 times
771 : continually - 79 times
772 : bonaparte - 79 times
773 : bald - 79 times
774 : street - 78 times
775 : sleep - 78 times
776 : single - 78 times
777 : rushed - 78 times
778 : probably - 78 times
779 : number - 78 times
780 : middle - 78 times
781 : effort - 78 times
782 : drove - 78 times
783 : asleep - 78 times
784 : angrily - 78 times
785 : simply - 77 times
786 : remain - 77 times
787 : ranks - 77 times
788 : pointing - 77 times
789 : laughed - 77 times
790 : getting - 77 times
791 : fight - 77 times
792 : distance - 77 times
793 : deep - 77 times
794 : mouth - 76 times
795 : involuntarily - 76 times
796 : future - 76 times
797 : covered - 76 times
798 : condition - 76 times
799 : conception - 76 times
800 : cavalry - 76 times
801 : theres - 75 times
802 : thank - 75 times
803 : tea - 75 times
804 : poor - 75 times
805 : person - 75 times
806 : hearing - 75 times
807 : gentlemen - 75 times
808 : evident - 75 times
809 : story - 74 times
810 : lived - 74 times
811 : law - 74 times
812 : fall - 74 times
813 : desire - 74 times
814 : battery - 74 times
815 : ago - 74 times
816 : affair - 74 times
817 : suite - 73 times
818 : special - 73 times
819 : sofa - 73 times
820 : result - 73 times
821 : paused - 73 times
822 : path - 73 times
823 : nearer - 73 times
824 : means - 73 times
825 : matters - 73 times
826 : married - 73 times
827 : looks - 73 times
828 : glancing - 73 times
829 : following - 73 times
830 : direction - 73 times
831 : suffering - 72 times
832 : sister - 72 times
833 : presented - 72 times
834 : liked - 72 times
835 : dressed - 72 times
836 : cross - 72 times
837 : youre - 71 times
838 : therefore - 71 times
839 : stop - 71 times
840 : spite - 71 times
841 : serfs - 71 times
842 : sense - 71 times
843 : real - 71 times
844 : placed - 71 times
845 : low - 71 times
846 : idea - 71 times
847 : gray - 71 times
848 : glass - 71 times
849 : forget - 71 times
850 : danger - 71 times
851 : book - 71 times
852 : blue - 71 times
853 : try - 70 times
854 : peasant - 70 times
855 : party - 70 times
856 : occurred - 70 times
857 : except - 70 times
858 : brilliant - 70 times
859 : bright - 70 times
860 : begin - 70 times
861 : approached - 70 times
862 : addressing - 70 times
863 : actions - 70 times
864 : according - 70 times
865 : walked - 69 times
866 : splendid - 69 times
867 : sir - 69 times
868 : send - 69 times
869 : rubles - 69 times
870 : report - 69 times
871 : pretty - 69 times
872 : notice - 69 times
873 : muttered - 69 times
874 : laughter - 69 times
875 : latter - 69 times
876 : group - 69 times
877 : glance - 69 times
878 : figure - 69 times
879 : counts - 69 times
880 : austrian - 69 times
881 : account - 69 times
882 : wearing - 68 times
883 : sure - 68 times
884 : sit - 68 times
885 : serious - 68 times
886 : hurriedly - 68 times
887 : guests - 68 times
888 : formed - 68 times
889 : feelings - 68 times
890 : enter - 68 times
891 : dressing - 68 times
892 : bennigsen - 68 times
893 : whats - 67 times
894 : understanding - 67 times
895 : relations - 67 times
896 : plain - 67 times
897 : neck - 67 times
898 : leg - 67 times
899 : hour - 67 times
900 : flushed - 67 times
901 : die - 67 times
902 : dead - 67 times
903 : consider - 67 times
904 : consciousness - 67 times
905 : city - 67 times
906 : youll - 66 times
907 : whatever - 66 times
908 : visitors - 66 times
909 : telling - 66 times
910 : strong - 66 times
911 : simple - 66 times
912 : silently - 66 times
913 : settled - 66 times
914 : nesvitski - 66 times
915 : minutes - 66 times
916 : majesty - 66 times
917 : interest - 66 times
918 : wrong - 65 times
919 : written - 65 times
920 : unknown - 65 times
921 : surrounded - 65 times
922 : sorry - 65 times
923 : riding - 65 times
924 : oclock - 65 times
925 : grown - 65 times
926 : effect - 65 times
927 : drawn - 65 times
928 : crossed - 65 times
929 : chair - 65 times
930 : brothers - 65 times
931 : wood - 64 times
932 : onto - 64 times
933 : hold - 64 times
934 : growing - 64 times
935 : greater - 64 times
936 : forest - 64 times
937 : fate - 64 times
938 : cut - 64 times
939 : court - 64 times
940 : commanders - 64 times
941 : blood - 64 times
942 : advance - 64 times
943 : wishing - 63 times
944 : vera - 63 times
945 : shed - 63 times
946 : pity - 63 times
947 : mean - 63 times
948 : lifted - 63 times
949 : learned - 63 times
950 : instant - 63 times
951 : imagine - 63 times
952 : filled - 63 times
953 : expecting - 63 times
954 : excited - 63 times
955 : bare - 63 times
956 : animated - 63 times
957 : squadron - 62 times
958 : regard - 62 times
959 : post - 62 times
960 : needed - 62 times
961 : express - 62 times
962 : explain - 62 times
963 : blame - 62 times
964 : bent - 62 times
965 : act - 62 times
966 : write - 61 times
967 : visit - 61 times
968 : threw - 61 times
969 : sky - 61 times
970 : recognized - 61 times
971 : manner - 61 times
972 : letters - 61 times
973 : houses - 61 times
974 : government - 61 times
975 : boots - 61 times
976 : addressed - 61 times
977 : yard - 60 times
978 : spread - 60 times
979 : snow - 60 times
980 : slightly - 60 times
981 : possibility - 60 times
982 : pointed - 60 times
983 : kindly - 60 times
984 : julie - 60 times
985 : health - 60 times
986 : genius - 60 times
987 : gazing - 60 times
988 : enough - 60 times
989 : dying - 60 times
990 : doubt - 60 times
991 : conditions - 60 times
992 : aside - 60 times
993 : tall - 59 times
994 : surprised - 59 times
995 : sun - 59 times
996 : significance - 59 times
997 : seven - 59 times
998 : personal - 59 times
999 : peoples - 59 times
1000 : moments - 59 times
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