Sentiment-Analysis-Model & API

This is the source code thai/eng sentiment analysis model & API use for Education only

check out this link for source code Sentiment-Analysis-WebApp

Project structure

    . root
    ├── 📂 datasets                   🔸 Datasets TH & EN
    ├── 📂 datasets[DEV]              🔸 Datasets TH & EN for development
    ├── 📂 deploy                     🔸 Deploy model folder
    |   └── 📄 main.py                     🔹 Fast API Route
    ├── 📂 models                     🔸 Model Sentiment analysis folder
    |   ├── 📄 modelEN.ipynb               🔹 model sentiment analysis thai language
    |   └── 📄 modelTH.ipynb               🔹 model sentiment analysis english language
    ├── 📂 savedmodel                 🔸 Check point save model & tokenizer for loadmodel
    └── 📂 webscrapping               🔸 Web scrapping folder & export comments.csv

Resource

Datasets Thai

• Github - thai-sentiment-analysis-dataset
• Github - wisesight-sentiment
• Kaggle - thai-sentiment-analysis-toolkit

Datasets English

• Kaggle - Sentiment Analysis Dataset
• Kaggle - Emotion Dataset for Emotion Recognition Tasks

Lib nltk

import nltk
nltk.download('punkt')
nltk.download('stopwords')