Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

I would like someone to help me with coding a function that takes a file and analyze it as the following Given the name of

I would like someone to help me with coding a function that takes a file and analyze it as the following

Given the name of a file, a list of positive words (all in lowercase), and a list of negative words (all in lowercase) return the positivity score of the contents of this file.

How to calculate positivity score:

For every word that is pos itive in the file (based on the words in the list of positive words) add 1 to the score. For every negative word (based on the list of negative words), subtract 1 from the score. Any neutral words (those that do not appear in either list) do not affect the score in any way.

You should use get_words function in the code and normalize function

I have a problem in making the function analyze_file to iterate through list of words

Files list

  1. happy_lyrics.txt

(Because I'm happy)

Clap along if you feel like a room without a roof

(Because I'm happy)

Clap along if you feel like happiness is the truth

(Because I'm happy)

Clap along if you know what happiness is to you

(Because I'm happy)

Clap along if you feel like that's what you wanna do

  1. positive_words.txt

happy

joy

fun

  1. negative_words.txt

sad

grumpy

annoyed

def normalize(s: str) -> str:

"""

Given a string, return a copy of that string with

all alphabetical characters turned lowercase and

all special characters removed and replaced with a space.

>>> normalize("Hey! How are you? I'm fine. ;D")

'hey how are you i m fine d'

"""

n = ""

for c in s:

if c.isalpha():

n = n + c

else:

n = n + " "

return n

def get_words(filename: str) -> str:

"""

Given the name of a file which contains many words

(one word per line), return a list of all these words.

The file may have comments and a blank space at the beginning

of the file, which should be ignored. All comment lines start with

a semicolon ';'.

"""

words = []

with open(filename, 'r') as file:

for line in file.readlines():

if line[0] == ';' or line.strip() == '':

file.readline()

else:

words.append(line.strip().lower())

return words

def analyze_word(word: str, pos_words: List[str], neg_words: List[str]) -> int:

"""

Given a word, a list of positive words (all in lowercase), and a list of negative words (all in lowercase), return whether or not the word is positive, negative or neutral.

For a positive word, return 1.

For a negative word, return -1.

For a neutral word (one that does not appear in either the

negative words list nor the positive words list), return 0.

>>> ("happy", ['happy', 'love'], ['sad', 'angry'])

1

>>> ("angry", ['happy', 'love', 'joy'], ['sad', 'angry', 'bad'])

-1

>>> ("LOVE", ['happy', 'love', 'joy'], ['sad', 'angry', 'bad'])

1

>>> ("sAd", ['happy', 'love', 'joy'], ['sad'])

-1

>>> ("okay", ['happy', 'love', 'joy'], ['sad', 'angry'])

0

"""

word = word.strip().lower()

if word in pos_words:

return 1

elif word in neg_words:

return -1

else:

return 0

def analyze_file(filename: str, pos_words: List[str], neg_words: List[str]) -> int:

"""

Given the name of a file, a list of positive words (all in lowercase),

and a list of negative words (all in lowercase), return some interesting

data about the file in a tuple, with the first item in the tuple being

the positivity score of the contents of this file, and the rest of the items

being whatever else you end up analyzing. (Helper functions are highly

encouraged here.)

How to calculate positivity score:

For every word that is pos itive in the file (based on the words

in the list of positive words) add 1

to the score. For every negative word (based on the list

of negative words), subtract 1 from the score. Any neutral

words (those that do not appear in either list) do

not affect the score in any way.

"""

Pass

if __name__ == "__main__":

positives = "positive_words.txt"

negatives = "negative_words.txt"

s = input("Enter a filename: ")

pos_words = get_words(positives)

neg_words = get_words(negatives)

data = analyze_file(s, pos_words, neg_words)

if data[0] < 0:

print("Overall feeling: :(")

elif data[0] > 0:

print("Overall feeling: :)")

else:

print("Overall feeling: :|")

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Expert Oracle Database Architecture

Authors: Thomas Kyte, Darl Kuhn

3rd Edition

1430262990, 9781430262992

More Books

Students also viewed these Databases questions

Question

=+five ways to use research results

Answered: 1 week ago

Question

=+. How does a conclusion differ from a recommendation? [LO-2]

Answered: 1 week ago