license:cc0-1.0 Bengali News Sentiment Text Articles Finance region:us
---
license: cc0-1.0
tags:
- Bengali
- News
- Sentiment
- Text
- Articles
- Finance
---

# Bangla-Financial-news-articles-Dataset
A Comprehensive Resource for Analyzing Sentiments in over 7600+ Bangla News.

### Downloads
🔴 **Download** the **"💥Bangla_fin_news.zip"** file for all "7,695" news and extract it.

### About Dataset

**Welcome** to our Bengali Financial News Sentiment Analysis dataset! This collection comprises 7,695 financial news articles extracted, covering the period from March 3, 2014, to December 29, 2021. Utilizing the powerful web scraping tool "Beautiful Soup 4.4.0" in Python.

This dataset was a crucial part of our research published in the journal paper titled **"Stock Market Prediction of Bangladesh Using Multivariate Long Short-Term Memory with Sentiment Identification."** The paper can be accessed and cited at **http://doi.org/10.11591/ijece.v13i5.pp5696-5706**.

We are excited to share this unique dataset, which we hope will empower researchers, analysts, and enthusiasts to explore and understand the dynamics of the Bengali financial market through sentiment analysis. Join us on this journey of uncovering the hidden emotions driving market trends and decisions in Bangladesh. Happy analyzing!



### About this directory

**Directory Description:** Welcome to the "Bangla_fin_news" directory. This repository houses a collection of 7,695 CSV files, each containing valuable financial news data in the Bengali language. These files are indexed numerically from 1 to 7695, making it easy to access specific information for analysis or research.

**File Description:** Each file contains financial news articles and related information.

**example:**

File: "1.csv"

    Columns:
        Serial: The serial number of the news article.
        Title: The title of the news article.
        Date: The date when the news article was published.
        Author: The name of the author who wrote the article.
        News: The main content of the news article.


File: "2.csv"

    Columns:
        Serial: The serial number of the news article.
        Title: The title of the news article.
        Date: The date when the news article was published.
        Author: The name of the author who wrote the article.
        News: The main content of the news article.

        
  **[… and so on for all 7,695 files …]**

  

Each CSV file within this directory represents unique financial news articles from March 3, 2014, to December 29, 2021. The dataset has been carefully compiled and structured, making it a valuable resource for sentiment analysis, market research, and any investigation into the dynamics of the Bengali financial market.
Feel free to explore, analyze, and gain insights from this extensive collection of Bengali financial news articles. Happy researching! ❤❤ 


