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.vscode/
Dataset/Raw/VFND/
Document/
Experiment/
Preprocessing/
Script/
Source/

# Final Project - [Course] Big Data in Use ## Information - Name project: **Fake News Detection in Big Data Scenario** - Group: Allin - Instructor: PhD. Nguyn Ngc Tho - Department: Computer Science ## About repository This repository contains propsal, tasks, descriptions, source code and other related resources for this course. ## System requirement ## Development Guideline ### Microsoft Azure MongoDB #### Set up connection Use following code snippet: ```[Python] uri = "mongodb://dreamywanderer:fIheB7sQzEsjH3U6WXmOXoVP1Hj79V4Xom1pNV0uHNbNBal0Lx75X6fwSovFOxXFftvFAMsf5SGoACDboPqXRA==@dreamywanderer.mongo.cosmos.azure.com:10255/?ssl=true&retrywrites=false&replicaSet=globaldb&maxIdleTimeMS=120000&appName=@dreamywanderer@" client = pymongo.MongoClient(uri) NewsDataset = client['NewsDataset'] ``` #### List of Database - `NewsDataset`: Contains collections of multiple original (raw) dataset. Each dataset belongs to a collection: - `VNFD`: VNFD dataset. - `VnExpress`: VnExpress dataset. - `FakeVN`: FakeVN dataset. - `VNFDPreprocessed`: The preprocessed VNFD dataset. ### Dataset #### General dataset scheme Every crawled dataset before pushed to database need to convert to json with features described in [`Document/denineScheme.md`](https://github.com/DreamyWanderer/Fake_News_Detection_in_Big_Data_Scenario/blob/master/./Document/datasetScheme.md). #### Specification of each Dataset There are $3$ datasets we are going to use in this project as training/EDA data. 1. VNFD 2. VnExpress 3. FakeVN The specification of each above dataset is described in file [`Document/datasetDetail`](https://github.com/DreamyWanderer/Fake_News_Detection_in_Big_Data_Scenario/blob/master/./Document/datasetDetail.md). ### Github Commit Message Try to follow [Conventional Commits 1.0.0](https://github.com/DreamyWanderer/Fake_News_Detection_in_Big_Data_Scenario/blob/master/https://www.conventionalcommits.org/en/v1.0.0/) and choose type of commits from [here](https://github.com/DreamyWanderer/Fake_News_Detection_in_Big_Data_Scenario/blob/master/https://www.conventionalcommits.org/en/v1.0.0/) when you do a commit. This will help set up the standard and is more easy to follow the repository. ### Misc I suggest you install CoPilot of Github (Mircrosoft) for quicker coding in some cubersome, tedious or boring tasks.

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