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senter's Introduction

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SENTER adalah sebuah RESTful API yang berguna untuk menganalisa sebuah kalimat. Kalimat akan di kelompokan menjadi tiga kriteria, yaitu: postif, negatif, netral

Getting Started

Sebagai contoh menggunakan kalimat yang didapat dari twitter. Buat terlebih dahulu api pada halaman developer twitter https://apps.twitter.com. Registrasi aplikasi yang telah anda buat. Setelah berhasil simpan Consumer Key, Consumer Secret, Api Key , dan Api Secret Key yang didapat tab Apps. Kemudian isikan di file TwitterConfig.py

Prerequisites

Dalam menggunakan RESTful API SENTER memerlukan beberapa library tambahan:

twython, pandas, matplotlib, numpy, keras, tensorflow, scikit-learn, nltk, networkx, plotly, pymyql

Instalation

  1. git clone https://github.com/Sarewes2310/SENTER.git atau download zip via web
  2. Isikan Consumer Key, Consumer Secret, Api Key , dan Api Secret Key pada TwitterConfig.py
  3. Buat Database SQL, file database terdapat pada folder DB/sentiment_analysis_twitter-2.sql
  4. Buat Model dengan cara run python file di folder test/test_main_training.py
  5. Pastikan ada flask
  6. Enjoy

Usage

  1. langsung run file template.py
  2. buka browser url : 127.0.0.1:5000

API

  1. JSON graf network 127.0.0.1:5000/api/1/network_all
  2. Get All Data berdasarkan pencaharian 127.0.0.1:5000/search

senter's People

Contributors

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Watchers

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