Historical dataset showing Pakistan crime rate per 100K population by year from 1990 to 2021.

About Data set

This dataset contains detailed records of crimes reported, categorized by type. The data is collected from multiple sources to provide insights into crime trends over a specific time period. It is useful for law enforcement, policymakers, researchers, and data analysts interested in crime pattern analysis and public safety. Content: The dataset includes various types of reported crimes along with attributes such as the location, time period, and other relevant details. Each row represents a record of a specific crime report. ## Data Source: The data has been compiled from publicly available government records and law enforcement reports.

Usage:

This dataset can be used for:

Exploratory Data Analysis (EDA) to identify trends in crime rates by type. Building machine learning models to predict areas or types of crimes based on historical data. Visualizing crime data using plots or heatmaps to identify high-crime areas. Inspiration: Analyze crime trends over time. Identify which types of crimes are more prevalent in certain areas. Predict potential future crimes based on past data patterns.

Showing crimes committed by year in all districts of KPK from 2010-2015

Historical dataset showing Pakistan murder/homicide rate per 100K population by year from 1990 to 2021.

Dataset

This dataset was created by Tayyaba Niazi

Contents

Turks and Caicos Islands saw a murder rate of ***** per 100,000 inhabitants, making it the most dangerous country for this kind of crime worldwide as of 2024. Interestingly, El Salvador, which long had the highest global homicide rates, has dropped out of the top 29 after a high number of gang members have been incarcerated. Meanwhile, Colima in Mexico was the most dangerous city for murders. Violent conflicts worldwide Notably, these figures do not include deaths that resulted from war or a violent conflict. While there is a persistent number of conflicts worldwide, resulting casualties are not considered murders. Partially due to this reason, homicide rates in Latin America are higher than those in Afghanistan or Syria. A different definition of murder in these circumstances could change the rate significantly in some countries. Causes of death Also, noteworthy is that murders are usually not random events. In the United States, the circumstances of murders are most commonly arguments, followed by narcotics incidents and robberies. Additionally, murders are not a leading cause of death. Heart diseases, strokes and cancer pose a greater threat to life than violent crime.

Yearly (annual) dataset of the Pakistan Homicide Rate, including historical data, latest releases, and long-term trends from 1990-12-31 to 2021-12-31. Available for free download in CSV format.

Context

This dataset contains the data of no. of crimes reported in in each city / district of Punjab province of Pakistan by crime types from 2002 to 2015

Content

Geography: Pakistan Time Period: 01/01/2002 - 31/12/2015 Dataset: The dataset contains number of crimes report in each city / district of Punjab Pakistan by type of crime like Dacoity, Robber, Murder, Car Theft etc.

Variables: The dataset contains Year, Division, City / District, Crime Type, No. of Cases Registered and Total Population File Type: CSV

Acknowledgements

The data is collected from Pakistan Bureau of Statistics.

Inspiration

I’d like to call Kaggle Community to use Machine Learning and Data Sciences to help me explore these ideas: • What are the most-report crimes? • What are the most-report crimes in each city / district? • What is the ratio of increase in crimes over the years? • Is there any co-relation between offence and year? • Is there any co-relation between offence, year and total population? • Any hidden patterns?

Pakistan PK: Intentional Homicides: Male: per 100,000 Male data was reported at 7.527 Ratio in 2015. Pakistan PK: Intentional Homicides: Male: per 100,000 Male data is updated yearly, averaging 7.527 Ratio from Dec 2015 (Median) to 2015, with 1 observations. Pakistan PK: Intentional Homicides: Male: per 100,000 Male data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Pakistan – Table PK.World Bank: Health Statistics. Intentional homicides, male are estimates of unlawful male homicides purposely inflicted as a result of domestic disputes, interpersonal violence, violent conflicts over land resources, intergang violence over turf or control, and predatory violence and killing by armed groups. Intentional homicide does not include all intentional killing; the difference is usually in the organization of the killing. Individuals or small groups usually commit homicide, whereas killing in armed conflict is usually committed by fairly cohesive groups of up to several hundred members and is thus usually excluded.; ; UN Office on Drugs and Crime's International Homicide Statistics database.; ;

This is the dataset of crimes reported in pakistan from year 2012 to 2017.it is published by Pakistan Bureau of Statistics.this data is last updated on April 5,2021

Pakistan PK: Intentional Homicides: Female: per 100,000 Female data was reported at 2.349 Ratio in 2015. Pakistan PK: Intentional Homicides: Female: per 100,000 Female data is updated yearly, averaging 2.349 Ratio from Dec 2015 (Median) to 2015, with 1 observations. Pakistan PK: Intentional Homicides: Female: per 100,000 Female data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Pakistan – Table PK.World Bank: Health Statistics. Intentional homicides, female are estimates of unlawful female homicides purposely inflicted as a result of domestic disputes, interpersonal violence, violent conflicts over land resources, intergang violence over turf or control, and predatory violence and killing by armed groups. Intentional homicide does not include all intentional killing; the difference is usually in the organization of the killing. Individuals or small groups usually commit homicide, whereas killing in armed conflict is usually committed by fairly cohesive groups of up to several hundred members and is thus usually excluded.; ; UN Office on Drugs and Crime's International Homicide Statistics database.; ;

RANGE WISE CRIME FIGURES FOR THE MONTH OF JULY-2022

Crime Rate in District Mansehra Year 2021

At the end of 2024, Chad had the highest risk of genocide at **** percent. Sudan and Myanmar followed with a risk of **** percent, followed by Pakistan at ** percent. The report rates the risk of becoming a victim of a mass killing in each country.

Worldwide, 64 countries criminalize homosexuality as of 2024. Most of them are located in the Middle East, Africa, and Asia. In 12 countries, the death penalty is imposed or at least a possibility for private, consensual same-sex sexual activity. These countries are Iran, Northern Nigeria, Saudi Arabia, Somalia, Yemen, Afghanistan, Brunei, Mauritania, Pakistan, Qatar, United Arab Emirates, and Uganda.