Rape Case in Bangladesh (2020–2024)

Rape Case in Bangladesh (2020–2024)

This dataset provides a comprehensive record of reported rape incidents across Bangladesh from 2020 to 2024. Data were compiled from verified Bangladeshi news portals and include details about victims, offenders, locations, and incident context.

Potential Applications
The dataset can be used for:

-Statistical trend and time-series analysis
-Geographic crime pattern and hotspot mapping
-NLP-based headline classification and topic modeling
-Machine learning prediction and clustering tasks
-Criminology and social science research
-Dashboard development and visual reporting

Dataset Overview
Time Period: 2020–2024
Total Records: 883 incidents
Total Columns: 18 attributes
Each record represents a reported rape-related incident, covering cases with one or multiple victims or offenders.

Column Descriptions
1. Year: Incident year
2. News Headline: Original Bangla headline
3. News Headline (English): Translated for accessibility and NLP
4. Number of Victims: Total victims in the incident
5. Victim Age: Age or age range
6. Rapist Age: Estimated age of offender(s)
7. Type of Rape: Category (e.g., gang rape, marital rape, minor victim)
8. Total Rapist: Number of offenders
9. Victims Death: Indicates if the victim survived or died
10. Victim Relationship with Offender: Stranger, neighbor, teacher, relative, employer
11. Time of Incident: Day, night, evening, or specific time
12. Incident Location Type: Home, road, field, school, forest, workplace
13. Victim Residence Type: Village home, rented house, hostel, slum
14. District: Location of incident
15. Division: Administrative division (Dhaka, Chattogram, Rajshahi, etc.)
16. Incident Date: Full constructed date
17. Source: News portal or newspaper
18. Link: Direct URL for verification and further extraction

Purpose
This dataset supports researchers, analysts, and policymakers in:
-Examining year-wise crime trends
-Identifying regional and socio-geographic patterns
-Analyzing age-based vulnerability
-Studying offender behavior and relationships
-Building machine learning models for prediction or classification
-Generating visual analytics dashboards
-Raising awareness and guiding prevention strategies

Ethical Considerations
-Contains sensitive information; must be used responsibly
-No personal or confidential data included
-All information is sourced from publicly available news reports

This dataset provides a critical foundation for data-driven analysis, research, and preventive strategy development in the context of sexual violence in Bangladesh.

孟加拉国（2020–2024年）强奸案件数据集

本数据集全面记录了2020年至2024年间孟加拉国境内所有已报案的强奸案件。数据来源于经核实的孟加拉国新闻门户网站，涵盖受害者、施害者、案发地点及案件背景等详细信息。

潜在应用场景
本数据集可应用于：
- 统计趋势与时序分析
- 地理犯罪模式与热点区域制图
- 基于自然语言处理（Natural Language Processing，NLP）的新闻标题分类与主题建模
- 机器学习预测与聚类任务
- 犯罪学与社会科学研究
- 仪表盘开发与可视化报告

数据集概览
时间周期：2020–2024年
总记录数：883起案件
总字段数：18个属性
每条记录代表一起已报案的强奸相关案件，涵盖单名或多名受害者、单名或多名施害者的各类案件。

字段说明
1. 年份：案件发生年份
2. 新闻标题：孟加拉语原文标题
3. 新闻标题（英文译本）：为便于跨语言使用及自然语言处理而翻译的英文标题
4. 受害者人数：案件中的受害者总数
5. 受害者年龄：受害者年龄或年龄区间
6. 施害者年龄：施害者的估算年龄
7. 强奸类型：案件类别（如轮奸、婚内强奸、未成年受害者案件等）
8. 施害者人数：案件中的施害者总数
9. 受害者存活状态：标注受害者是否幸存或死亡
10. 受害者与施害者的关系：包括陌生人、邻居、教师、亲属、雇主等
11. 案发时段：日间、夜间、傍晚或具体时间点
12. 案发地点类型：包括住宅、道路、田野、学校、森林、工作场所等
13. 受害者居住类型：包括乡村住宅、出租屋、宿舍、贫民窟等
14. 案发地区：案件发生的县/区
15. 行政分区：孟加拉国的行政专区（如达卡、吉大港、拉杰沙希等）
16. 案发日期：完整构建的案发日期
17. 信息来源：新闻门户网站或报纸
18. 链接：用于核实及进一步提取信息的直接URL

数据集用途
本数据集可为研究人员、分析师与政策制定者提供以下支持：
- 按年度分析犯罪趋势
- 识别区域与社会地理模式
- 分析基于年龄的受害者脆弱性
- 研究施害者行为及双方关系
- 构建用于预测或分类的机器学习模型
- 生成可视化分析仪表盘
- 提升公众认知并指导预防策略制定

伦理考量
- 数据集包含敏感信息，需负责任地使用
- 未包含任何个人隐私或机密数据
- 所有信息均来源于公开新闻报道

本数据集为孟加拉国性暴力语境下的数据驱动分析、研究及预防策略制定提供了重要基础。