Objective : The aim is to extract textual data articles from the given URL and perform text analysis to compute the following variables:
- POSITIVE SCORE
- NEGATIVE SCORE
- POLARITY SCORE
- SUBJECTIVITY SCORE
- AVG SENTENCE LENGTH
- PERCENTAGE OF COMPLEX WORDS
- FOG INDEX
- AVG NUMBER OF WORDS PER SENTENCE
- COMPLEX WORD COUNT
- WORD COUNT
- SENTENCE COUNT
- SYLLABLE PER WORD
- PERSONAL PRONOUNS
- AVG WORD LENGTH
Google Drive Link: https://drive.google.com/drive/folders/1Wyg9Z5iMgv6cRX17kYjA44QdCElNQv3j?usp=sharing
You can go through 'Objective.docx' for understanding the aim and what is to be performed. To understand what is to be done you can refer 'Text Analysis.docx'. The working is in 'nlp_text_analysis.ipynb' and the output is in 'Output.xlsx'