WebScrapping_NLP_Sentiment_Analysis

To Collect Data From Various Website To Perform Sentiment Analyisis and Calculate possible Variable

1)Import All Required Dependencies

2)Data Collection

3)Create Function to Perform Text Analysis

➢ Count Syllables Word ➢ Count Complex Words ➢ Count Words ➢ Average Word Length ➢ Fog Index ➢ Personal Pronouns

4)Data Cleaning Function

➢ Remove Space ➢ Get Expanded ➢ Get Handle Accented ➢ Remove HTML Tags ➢ Remove Stopword

5)Data Extraction and Text Analysis

➢ Create Empty List To append the data ➢ Request the HTML page ➢ Extract the article title and title ➢ Calling function and passing and perform Data cleaning ➢ Save the Clean article to text file ➢ for text processing used TextBlob Library and perform sentiment analysis

6)Calculate all the Variable

7)Converted into the DataFrame

8)Convert DataFrame into excel file