ashtrayAI/Bangla_Financial_news_articles_Dataset

---
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! ❤❤

原始信息汇总

Bangla-Financial-news-articles-Dataset 概述

数据集基本信息

• 名称: Bangla-Financial-news-articles-Dataset
• 描述: 该数据集包含7,695篇孟加拉语金融新闻文章，用于情感分析。
• 数据量: 7,695篇新闻文章
• 语言: 孟加拉语
• 主题: 金融新闻
• 时间范围: 2014年3月3日至2021年12月29日
• 许可证: CC0-1.0

数据集内容

• 文件格式: CSV
• 文件数量: 7,695个CSV文件
• 文件结构: 每个CSV文件包含以下列:
  • Serial: 新闻文章的序列号
  • Title: 新闻文章的标题
  • Date: 新闻文章的发布日期
  • Author: 新闻文章的作者
  • News: 新闻文章的主要内容

数据集用途

• 研究目的: 用于情感分析、市场研究和孟加拉语金融市场的动态研究。
• 研究成果: 数据集是发表在《Stock Market Prediction of Bangladesh Using Multivariate Long Short-Term Memory with Sentiment Identification》论文中的关键部分，该论文可通过此链接访问和引用。

下载信息

• 下载文件: "💥Bangla_fin_news.zip"
• 包含内容: 所有7,695篇新闻文章
• 提取说明: 下载后需解压缩使用