text_html_output_1.png
from pandarallel import pandarallel

import nltk

import spacy

import numpy as np
import pandas as pd
import glob
import json
import re
import itertools
from tqdm import tqdm
import nltk
nltk.download('punkt')
nltk.download('stopwords')
nltk.download('wordnet')
from nltk import tokenize
from sklearn.feature_extraction.text import CountVectorizer, TfidfVectorizer
from collections import defaultdict
from nltk.corpus import wordnet as wn
from langdetect import detect
from nltk.corpus import stopwords
import contractions
import inflect
from nltk.stem import PorterStemmer
from nltk.stem import LancasterStemmer
from nltk.stem import WordNetLemmatizer
from pandarallel import pandarallel
import pickle
from PIL import Image
from wordcloud import WordCloud, STOPWORDS, ImageColorGenerator
import matplotlib.pyplot as plt
import seaborn as sns
from sentence_transformers import SentenceTransformer
from sklearn.cluster import KMeans
from sklearn.metrics.pairwise import cosine_similarity
import re
import bs4
import requests
import spacy
from spacy import displacy
nlp = spacy.load('en_core_web_sm')
from spacy.matcher import Matcher
from spacy.tokens import Span
import networkx as nx
pandarallel.initialize(use_memory_fs=False, nb_workers=8)