text_plain_output_1.png
import nltk

import re
import pandas as pd
from time import time
from collections import defaultdict
from bs4 import BeautifulSoup
from nltk import word_tokenize
from nltk.corpus import stopwords
from nltk.stem import WordNetLemmatizer
from sklearn.decomposition import PCA
from matplotlib import pyplot as plt
from gensim.models import Word2Vec, Phrases
from nltk.tokenize import word_tokenize
import nltk
import seaborn as sns
import numpy as np
from tensorflow.keras.preprocessing.sequence import pad_sequences
from tensorflow.keras.preprocessing.text import Tokenizer
import gensim
nltk.download('punkt')
nltk.download('wordnet')
nltk.download('omw-1.4')
import spacy