Almentor-Data-Analysis

this analysis is next step of gathering data with Facebook API in this repo

this project based in 2 steps Text analysis in the result to check the people interactions in comments and

here worked with 3 phases

1- text analysis

2- data Analysis for Almentor.net facebook page post comments

3- data Analysis for Hessas masr facebook page post comments

1- text analysis:

the data we got from Facebook is comments, so we need to find peoples interactions iin our products based on ther comments
from the analysis we can extract names and mentions, rating comments, complaints

the text analysis based on series steps:

Setup text withfinctions

No.	Function	Function job
1-	Translate:	translate the comments with Azure translation REST API
2-	NER:	apply Nane Entity Recognition to the translated text to findout if it is a name or mention
3-	Text Rating:	rate the text [positive, negative, neutral]

SaveResult to DF and Text the final results saved in DF and Text file

2- data Analysis for Almentor.net

after setting up the data will start the analysis the analysis for this page in (Almentor)[https://github.com/HossamAbdelraof/Almentor-Data-Analysis/tree/main/Almentor] directory

3- data Analysis for Hessas masr

Now the analysis for Hessas Masr page have extra work all the work in (Hessas Mesr)[https://github.com/HossamAbdelraof/Almentor-Data-Analysis/tree/main/Hessas%20Mesr] direcory