def word_frequency(item): return item[1] def top_ten_words(): punctuations = '''!()-[]{};:'"\,<>./?@#$%^&*_~''' content="" stop_word="" stop_words=[] number_of_words=[] frequency_table=[] words_dictionary={}

file=r"C:\Users\leewe\Documents\dsag\6101128.txt" stop_words_english=r"C:\Users\leewe\Documents\dsag\6101235.txt"

with open(file,'r',encoding='utf8') as f: for line in f: if line==" ": continue else: content+=line.strip().lower()+" "

for character in punctuations: if character in content: content=content.replace(character,"") with open(stop_words_english,'r',encoding='utf8') as s: for line in s: line=line.rstrip() for character in punctuations: if character in line: line=line.replace(character,"") stop_words.append(line.lower()) for word in stop_words: stop_word=" "+word+" " if stop_word in content: content=content.replace(stop_word," ")

number_of_words = content.split(" ")

for word in number_of_words: words_dictionary[word] = words_dictionary.get(word,0)+1

frequency_table=list(words_dictionary.items())

frequency_table.sort(reverse=True,key=word_frequency)

for i in range(10): print(frequency_table[i][0],frequency_table[i][1])

top_ten_words()

Hi, I need help with changing the code for these to a simpler and shorter one. However, the output will still be the same! Please write #comments between each code for me to understand too! a good review will be given if answered correctly! I have been asking this question a few times and the answer are not of any help to me! it's python by the way and thanks in advance!

this is the question

Create a dictionary to count the number of words in the book. Use the stop_words_english to remove any stop words found in the book. Remove all punctuations using the following punctuations variable.

The book: The Project Gutenberg eBook of The Adventures of Sherlock Holmes, by Arthur Conan Doyle

This eBook is for the use of anyone anywhere in the United States and

most other parts of the world 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.org. If you are not located in the United States, you

will have to check the laws of the country where you are located before

using this eBook.

Title: The Adventures of Sherlock Holmes

Author: Arthur Conan Doyle

Release Date: November 29, 2002 [eBook #1661]

[Most recently updated: May 20, 2019]

Language: English

Character set encoding: UTF-8

Produced by: an anonymous Project Gutenberg volunteer and Jose Menendez

* START OF THE PROJECT GUTENBERG EBOOK THE ADVENTURES OF SHERLOCK HOLMES *

cover

The Adventures of Sherlock Holmes

by Arthur Conan Doyle

Contents

I. A Scandal in Bohemia

II. The Red-Headed League

III. A Case of Identity

IV. The Boscombe Valley Mystery

V. The Five Orange Pips

VI. The Man with the Twisted Lip

VII. The Adventure of the Blue Carbuncle

VIII. The Adventure of the Speckled Band

IX. The Adventure of the Engineers Thumb

X. The Adventure of the Noble Bachelor

XI. The Adventure of the Beryl Coronet

XII. The Adventure of the Copper Beeches

I. A SCANDAL IN BOHEMIA

I.

To Sherlock Holmes she is always the woman. I have seldom heard him

mention her under any other name. In his eyes she eclipses and

predominates the whole of her sex. It was not that he felt any emotion

akin to love for Irene Adler. All emotions, and that one particularly,

were abhorrent to his cold, precise but admirably balanced mind. He

was, I take it, the most perfect reasoning and observing machine that

the world has seen, but as a lover he would have placed himself in a

false position. He never spoke of the softer passions, save with a gibe

and a sneer. They were admirable things for the observerexcellent for

drawing the veil from mens motives and actions. But for the trained

reasoner to admit such intrusions into his own delicate and finely

adjusted temperament was to introduce a distracting factor which might

throw a doubt upon all his mental results. Grit in a sensitive

instrument, or a crack in one of his own high-power lenses, would not

be more disturbing than a strong emotion in a nature such as his. And

yet there was but one woman to him, and that woman was the late Irene

Adler, of dubious and questionable memory.

I had seen little of Holmes lately. My marriage had drifted us away

from each other. My own complete happiness, and the home-centred

interests which rise up around the man who first finds himself master

of his own establishment, were sufficient to absorb all my attention,

while Holmes, who loathed every form of society with his whole Bohemian

soul, remained in our lodgings in Baker Street, buried among his old

books, and alternating from week to week between cocaine and ambition,

the drowsiness of the drug, and the fierce energy of his own keen

nature. He was still, as ever, deeply attracted by the study of crime,

and occupied his immense faculties and extraordinary powers of

observation in following out those clues, and clearing up those

mysteries which had been abandoned as hopeless by the official police.

From time to time I heard some vague account of his doings: of his

summons to Odessa in the case of the Trepoff murder, of his clearing up

of the singular tragedy of the Atkinson brothers at Trincomalee, and

finally of the mission which he had accomplished so delicately and

successfully for the reigning family of Holland. Beyond these signs of

his activity, however, which I merely shared with all the readers of

the daily press, I knew little of my former friend and companion.

One nightit was on the twentieth of March, 1888I was returning from a

journey to a patient (for I had now returned to civil practice), when

my way led me through Baker Street. As I passed the well-remembered

door, which must always be associated in my mind with my wooing, and

with the dark incidents of the Study in Scarlet, I was seized with a

keen desire to see Holmes again, and to know how he was employing his

extraordinary powers. His rooms were brilliantly lit, and, even as I

looked up, I saw his tall, spare figure pass twice in a dark silhouette

against the blind. He was pacing the room swiftly, eagerly, with his

head sunk upon his chest and his hands clasped behind him. To me, who

knew his every mood and habit, his attitude and manner told their own

story. He was at work again. He had risen out of his drug-created

dreams and was hot upon the scent of some new problem. I rang the bell

and was shown up to the chamber which had formerly been in part my own.

His manner was not effusive. It seldom was; but he was glad, I think,

to see me. With hardly a word spoken, but with a kindly eye, he waved

me to an armchair, threw across his case of cigars, and indicated a

spirit case and a gasogene in the corner. Then he stood before the fire

and looked me over in his singular introspective fashion.

Wedlock suits you, he remarked. I think, Watson, that you have put

on seven and a half pounds since I saw you.

Seven! I answered.

Indeed, I should have thought a little more. Just a trifle more, I

fancy, Watson. And in practice again, I observe. You did not tell me

that you intended to go into harness.

Then, how do you know?

I see it, I deduce it. How do I know that you have been getting

yourself very wet lately, and that you have a most clumsy and careless

servant girl?

My dear Holmes, said I, this is too much. You would certainly have

been burned, had you lived a few centuries ago. It is true that I had a

country walk on Thursday and came home in a dreadful mess, but as I

have changed my clothes I cant imagine how you deduce it. As to Mary

Jane, she is incorrigible, and my wife has given her notice, but there,

again, I fail to see how you work it out.

He chuckled to himself and rubbed his long, nervous hands together.

It is simplicity itself, said he; my eyes tell me that on the inside

of your left shoe, just where the firelight strikes it, the leather is

scored by six almost parallel cuts. Obviously they have been caused by

someone who has very carelessly scraped round the edges of the sole in

order to remove crusted mud from it. Hence, you see, my double

deduction that you had been out in vile weather, and that you had a

particularly malignant boot-slitting specimen of the London slavey. As

to your practice, if a gentleman walks into my rooms smelling of

iodoform, with a black mark of nitrate of silver upon his right

forefinger, and a bulge on the right side of his top-hat to show where

he has secreted his stethoscope, I must be dull, indeed, if I do not

pronounce him to be an active member of the medical profession.

I could not help laughing at the ease with which he explained his

process of deduction. When I hear you give your reasons, I remarked,

the thing always appears to me to be so ridiculously simple that I

could easily do it myself, though at each successive instance of your

reasoning I am baffled until you explain your process. And yet I

believe that my eyes are as good as yours.

Quite so, he answered, lighting a cigarette, and throwing himself

down into an armchair. You see, but you do not observe. The

distinction is clear. For example, you have frequently seen the steps

which lead up from the hall to this room.

Frequently.

How often?

Well, some hundreds of times.

Then how many are there?

How many? I dont know.

Quite so! You have not observed. And yet you have seen. That is just

my point. Now, I know that there are seventeen steps, because I have

both seen and observed. By the way, since you are interested in these

little problems, and since you are good enough to chronicle one or two

of my trifling experiences, you may be interested in this. He threw

over a sheet of thick, pink-tinted notepaper which had been lying open

upon the table. It came by the last post, said he. Read it aloud.

The note was undated, and without either signature or address.

There will call upon you to-night, at a quarter to eight oclock, it

said, a gentleman who desires to consult you upon a matter of the very

deepest moment. Your recent services to one of the royal houses of

Europe have shown that you are one who may safely be trusted with

matters which are of an importance which can hardly be exaggerated.

This account of you we have from all quarters received. Be in your

chamber then at that hour, and do not take it amiss if your visitor

wear a mask.

This is indeed a mystery, I remarked. What do you imagine that it

means?

stop_words_english:

immediately

importance

important

index

information

invention

itd

keys

kg

km

largely

lets

line

'll

means

mg

million

ml

mug

na

nay

necessarily

nos

noted

obtain

obtained

omitted

ord

owing

page

pages

poorly

possibly

potentially

pp

predominantly

present

previously

primarily

promptly

proud

quickly

ran

readily

ref

refs

related

research

resulted

resulting

results

run

sec

section

shed

shes

showed

shown

showns

shows

significant

significantly

similar

similarly

slightly

somethan

specifically

state

states

stop

strongly

substantially

successfully

sufficiently

suggest

thered

thereof

therere

thereto

theyd

theyre

thou

thoughh

thousand

throug

til

tip

ts

ups

usefully

usefulness

've

vol

vols

wed

whats

wheres

whim

whod

whos

widely

words

world

youd

youre

mr

mr.

mrs

mrs.

ms

ms.

Gutenberg-tm

punctuations = '''!()-[]{};:'"\,<>./?@#$%^&*_~'''

Print the top 10 most frequent words in the book assigned to you by your register numbers.

The expected output is as shown below