A Shiny application that analyzes financial documents (pdf format) using NLP and machine learning.
Basically the app takes as input a pdf file, applies data cleaning and NLP processing and give back :
- a sentiment score for each paragraph ( done with Python via Spacy and Sckit-learn)
- text summarization for each page ( done with R via LexRank algorithm)
- entity recognition for each page ( done with Python via Spacy)
- tool for extracting tables from document and download as csv file
You can access the application through this url : https://lbeydia.shinyapps.io/Document_Analyzer
