news-nlp

News NLP for Global Geopolitical Risk

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This is a Python client for the news NLP.

Usage

First install it

pip install news-nlp -U

Then instantiate and use it like this:

import News_NLP
from News_NLP.GNews import GNews
from News_NLP.preprocessing import Preprocessing_Clf_SA, Preprocessing_GEO,Combine_Col
from News_NLP.gpr_classifier import GPR_Clf
from News_NLP.sentiment_clf import Sen_Clf
from News_NLP.geolocator import Get_CSC_Prob, CSC_Prob

• Fetch news articles from Google News API, from News_NLP.GNews import GNews
• Preproces news data for sentiment analysis and news type classifier from News_NLP.preprocessing import Preprocessing_Clf_SA
• Preproces news data for multiple-geolocator from News_NLP.preprocessing import Preprocessing_GEO
• Implement pretrained deep leanring model to caterise news article from News_NLP.gpr_classifier import GPR_Clf
• Perform sentiment classifier from News_NLP.sentiment_clf import Sen_Clf
• Implement multiple geolocator form News_NLP.geolocator import Get_CSC_Prob, CSC_Prob,

GitHub

For a demonstration in Jupyter notebook see https://github.com/HigherHoopern/News_NLP/NewsApp.ipynb

download sample news data https://github.com/HigherHoopern/News_NLP/blob/main/data/SampleNews.csv