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.

In 2024, the highest homicide rate among 22 Latin American and Caribbean countries surveyed was in Haiti, with around 62 murders committed per 100,000 inhabitants. Trinidad and Tobago came in second, with a homicide rate of 46, while Honduras ranked seventh, with 25. In the same year, the lowest rate was recorded in El Salvador, with a homicide rate of 1.9 per 100,000 inhabitants. A violence-ridden region Violence and crime are some of the most pressing problems affecting Latin American society nowadays. More than 40 of the 50 most dangerous cities in the world are located in this region, as well as one of the twenty countries with the least peace in the world according to the Global Peace Index. Despite governments’ large spending on security and high imprisonment rates, drug and weapon trafficking, organized crime, and gangs have turned violence into an epidemic that affects the whole region and a solution to this issue appears to be hardly attainable. The cost of violence in Mexico Mexico stands out as an example of the great cost that violence inflicts upon a country, since beyond claiming human lives, it also affects everyday life and has a negative impact on the economy. Mexicans have a high perceived level of insecurity, as they do not only fear becoming victims of homicide, but also of other common crimes, such as assault or rape. Such fear prevents people from performing everyday activities, for instance, going out at night, taking a taxi or going to the movies or the theater. Furthermore, the economic toll of violence in Mexico is more than considerable. For example, the cost of homicide and violent crime amounted to 2099.8 and 1778.1 billion Mexican pesos in 2023, respectively.

The average for 2017 based on 79 countries was 105 robberies per 100,000 people. The highest value was in Costa Rica: 1587 robberies per 100,000 people and the lowest value was in Oman: 1 robberies per 100,000 people. The indicator is available from 2003 to 2017. Below is a chart for all countries where data are available.

Historical chart and dataset showing Chile crime rate per 100K population by year from 2003 to 2021.

China crime rate per 100K population for 2020 was 0.50, a 3.22% decline from 2019.

<ul style='margin-top:20px;'>

<li>China crime rate per 100K population for 2019 was <strong>0.52</strong>, a <strong>2.27% decline</strong> from 2018.</li>
<li>China crime rate per 100K population for 2018 was <strong>0.53</strong>, a <strong>6.27% decline</strong> from 2017.</li>
<li>China crime rate per 100K population for 2017 was <strong>0.57</strong>, a <strong>8.01% decline</strong> from 2016.</li>
</ul>Intentional homicides are estimates of unlawful 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.

In 2017, robbery rate for Norway was 14.7 cases per 100,000 population. Robbery rate of Norway fell gradually from 31.4 cases per 100,000 population in 2003 to 14.7 cases per 100,000 population in 2017. "Robbery” means the theft of property from a person; overcoming resistance by force or threat of force. Where possible; the category “Robbery” should include muggings (bag-snatching) and theft with violence; but should exclude pick pocketing and extortion. (UN-CTS M3.5)

In 2023, around 3,640.56 violent crimes per 100,000 residents were reported in Oakland, California. This made Oakland the most dangerous city in the United States in that year. Four categories of violent crimes were used: murder and non-negligent manslaughter; forcible rape; robbery; and aggravated assault. Only cities with a population of at least 200,000 were considered.

Historical chart and dataset showing El Salvador crime rate per 100K population by year from 1994 to 2021.

In Europe, the Baltic countries of Latvia and Lithuania had the highest and third highest homicide rates respectively in 2022. Latvia had the highest rate at over four per 100,000 inhabitants. Meanwhile, the lowest homicide rate was found in Liechtenstein, with zero murders The most dangerous country worldwide Saint Kitts and Nevis is the world's most dangerous country to live in in terms of murder rate. The Caribbean country had a homicide rate of 65 per 100,000 inhabitants. Nine of the 10 countries with the highest murder rates worldwide are located in Latin America and the Caribbean. Whereas Celaya in Mexico was listed as the city with the highest murder rate worldwide, Colima in Mexico was the city with the highest homicide rate in Latin America, so the numbers vary from source to source. Nevertheless, several Mexican cities rank among the deadliest in the world when it comes to intentional homicides. 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 countries such as Ukraine or the DR Congo. A different definition of murder in these circumstances could change the rate significantly.

This table contains data on the rate of violent crime (crimes per 1,000 population) for California, its regions, counties, cities and towns. Crime and population data are from the Federal Bureau of Investigations, Uniform Crime Reports. Rates above the city/town level include data from city, university and college, county, state, tribal, and federal law enforcement agencies. The table is part of a series of indicators in the Healthy Communities Data and Indicators Project of the Office of Health Equity. Ten percent of all deaths in young California adults aged 15-44 years are related to assault and homicide. In 2010, California law enforcement agencies reported 1,809 murders, 8,331 rapes, and over 95,000 aggravated assaults. African Americans in California are 11 times more likely to die of assault and homicide than Whites. More information about the data table and a data dictionary can be found in the About/Attachments section.

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

Chicago Crime Incident Data

65,000+ Records of Arrests, Locations, and Descriptions

By City of Chicago [source]

About this dataset

This dataset is a compilation of reported crimes that have taken place in the City of Chicago over the past year, and provides an invaluable insight into the criminal activity occurring within our city. Featuring more than 65,000 records of data, it contains information on the date of each incident, its location (down to the block level), type of crime committed (determined by FBI Crime Classification Codes) and whether or not an arrest has been made in connection with each crime. As this dataset reveals detailed information on crime incidents which may lead to personal identification, addresses are masked beyond block level and specific locations are not disclosed.

For additional questions regarding this dataset, please do not hesitate to reach out to The Research & Development Division at 312.745.6071 or RandDchicagopolice.com who will be more than happy to help answer any inquiries you may have about our data findings! All visualized maps should be considered approximate however—it is prohibited for any attempts to derive specific addresses from them as accuracy cannot be guaranteed with regards to mechanical or human error when collecting this data over time. So come join us as we explore a year's worth of criminal activities throughout Chicago!

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How to use the dataset

This guide will provide an overview on how to use this dataset to analyze patterns or draw conclusions about crime incidents in and around Chicago.

Secondly, become familiar with columns names which appear at top most row of your opened file which helps you understand what kind of data is stored at each column such as - CASE# - Unique identifier for the crime incident., DATE OF OCCURRENCE - Date when crime incident occurred , BLOCK - Block where event took place , LOCATION DESCRIPTION- Description of location where incident happened . Through these columns name you can easily recognize what kind of data exists within that record/row. That’s why it’s important to get familiar with them first before diving into raw datasets because they’ll help make exploring and understanding large sets easier later on when we go further into illustrating charts & graphs using programs such as Tableau & Power BI or even spreadsheets (Excel). After understanding column names its time to explore further by digging deeper into each record/row and apply filters if required e.g below $100 value will show only those rows having value less than 100 thus it will filter entire dataset according to your requirement. Lastly analyse collected datasets either Visually through plotting graphs with help tableau software OR By using Mathematical mathematical equations based on research questions such as finding out average values after applying sum/avg functions from respective cells etc

Research Ideas

• Creating a visualization mapping tool to help visualize the types of crimes and their locations over time within Chicago.
• An analysis tool for city officials or police departments so they can understand correlations between crime type, geography, and other factors like weather changes or economic downturns in order to develop long-term plans for crime prevention.
• Developing an AI model that would be able to predict what areas may be more vulnerable for certain types of crimes or even predict crimes ahead of time based on the data from this dataset

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

See the dataset description for more information.

Columns

File: crimes-one-year-prior-to-present-1.csv | Column name | Description | |:-------------------------|:------------------------------------------------------------------------------| | CASE# | Unique identifier for each crime incident (String) | | BLOCK | Block where the crime incident occurred (String) | | LOCATION DESCRIPTION | Description of where an incident took place (String) | | ARREST | Indicates if an arrest was made in connection with a crime incident (Boolean) | | DOMESTIC | Indicates if a reported incident is domestic related (Boolean) | | BEAT ...

The Interact Public Safety Systems market is experiencing robust growth, projected to reach $12.39 billion in 2025 and exhibiting a Compound Annual Growth Rate (CAGR) of 17.82% from 2025 to 2033. This expansion is fueled by several key drivers. The increasing need for efficient crime prevention and investigation, coupled with the rising adoption of advanced technologies like AI and machine learning for data analysis and predictive policing, are significantly impacting market growth. Furthermore, the growing demand for enhanced situational awareness and improved interoperability between various public safety agencies is creating lucrative opportunities. The shift towards cloud-based deployment models offers scalability and cost-effectiveness, further accelerating market adoption. Software solutions, particularly those focused on record management, investigation management, and location intelligence, constitute a significant portion of the market. North America currently holds a substantial market share, driven by high technological advancements and increased government spending on public safety initiatives. However, other regions, particularly Asia-Pacific, are witnessing rapid growth due to increasing urbanization and the rising adoption of smart city initiatives. While the market presents a promising outlook, certain restraints exist. High implementation costs associated with advanced systems and the need for skilled personnel to operate and maintain these complex systems can hinder widespread adoption, especially in regions with limited budgets. Data privacy and security concerns also play a significant role. However, the long-term benefits of improved public safety, enhanced resource allocation, and reduced response times are expected to outweigh these challenges, leading to sustained market growth over the forecast period. The market segmentation by component (software and services), deployment type (on-premise and cloud), and end-user (law enforcement, medical, firefighting, etc.) provides valuable insights into specific growth areas and opportunities within the broader market. Competitive landscape analysis shows established players like Splunk, SAS, IBM, and Tyler Technologies alongside emerging technology providers, indicating a dynamic and innovative market. Recent developments include: June 2024 - CENTEGIX and GeoComm, a provider of authoritative indoor and outdoor geographic information systems (GIS), announced a partnership to bolster school safety and facilitate the sharing of mapping data among their mutual customers. This collaboration highlights the commitment of both companies to empower their customers with complete ownership and control over their facility maps and related mapping data., May 2024 - Presight, a big data analytics company powered by generative artificial intelligence (AI), signed a Memorandum of Understanding (MOU) with Obvious Technologies (OODA World) at the International Security National Resilience (ISNR) exhibition. The partnership aims to revolutionize crisis, emergency, and disaster management by integrating advanced data analytics and AI into emergency response systems. Presight, together with OODA World, works towards establishing an ecosystem partnership that leverages its combined capabilities and analytical tools to improve prevention, preparation, response, and recovery in emergencies., May 2024 - NEC X announced a new investment in Multitude Insights, the provider of a transformative AI-powered solution enabling greater collaboration and faster case resolution for law enforcement agencies and first responders. This collaboration with NEC X is more than just an investment; it is a robust partnership and a unique opportunity to leverage tech innovation and resources to enhance public safety.. Key drivers for this market are: Growing Number of Global Catastrophic Accidents, Crime Rates, and Terrorist Activities, Rising Adoption of Advanced Technologies and Growth in Smart Cities. Potential restraints include: Growing Number of Global Catastrophic Accidents, Crime Rates, and Terrorist Activities, Rising Adoption of Advanced Technologies and Growth in Smart Cities. Notable trends are: Cloud to be the Leading Deployment Type.

In 2022, the New Orleans-Metairie, LA metro area recorded the highest homicide rate of U.S. cities with a population over 250,000, at **** homicides per 100,000 residents, followed by the Memphis, TN-MS-AR metro area. However, homicide data was not recorded in all U.S. metro areas, meaning that there may be some cities with a higher homicide rate. St. Louis St. Louis, which had a murder and nonnegligent manslaughter rate of **** in 2022, is the second-largest city by population in Missouri. It is home to many famous treasures, such as the St. Louis Cardinals baseball team, Washington University in St. Louis, the Saint Louis Zoo, and the renowned Gateway Arch. It is also home to many corporations, such as Monsanto, Arch Coal, and Emerson Electric. The economy of St. Louis is centered around business and healthcare, and boasts ten Fortune 500 companies. Crime in St. Louis Despite all of this, St. Louis suffers from high levels of crime and violence. As of 2023, it was listed as the seventh most dangerous city in the world as a result of their extremely high murder rate. Not only does St. Louis have one of the highest homicide rates in the United States, it also reports one of the highest numbers of violent crimes. Despite high crime levels, the GDP of the St. Louis metropolitan area has been increasing since 2001.

Homicide rate of Mongolia decreased by 0.85% from 6.0 cases per 100,000 population in 2022 to 5.9 cases per 100,000 population in 2023. Since the 2.51% rise in 2019, homicide rate dropped by 6.74% in 2023. “Intentional homicide” is defined as unlawful death purposefully inflicted on a person by another person

Homicide rate of Tasmania sank by 51.43% from 3.5 per 100,000 population in 2023 to 1.7 per 100,000 population in 2024. Since the 43.48% jump in 2022, homicide rate plummeted by 48.48% in 2024. Offender rates are expressed as the number of offenders per 100,000 of the ABS Estimated Resident Population (ERP).

Homicide rate of Turkey rocketed by 23.14% from 2.6 cases per 100,000 population in 2022 to 3.2 cases per 100,000 population in 2023. Since the 6.41% drop in 2019, homicide rate shot up by 34.73% in 2023. “Intentional homicide” is defined as unlawful death purposefully inflicted on a person by another person

This activity uses interactive web maps to visualise and explore the human development index (HDI), crime rates, fertility rates, gender inequality, and economic indicators. The patterns that you see in these web maps will help to shape your understanding of global development patterns and the impact they have on people.Read through the material and answer the questions in yellow.

Homicide rate of Ontario rose by 0.53% from 1.90 per 100 000 population in 2021 to 1.91 per 100 000 population in 2022. Since the 5.17% slump in 2020, homicide rate soared by 15.76% in 2022.

In 2009, total crimes against property classified for Kassala State was 6,675. Between 2007 and 2009, total crimes against property classified of Kassala State grew substantially from 5,962 to 6,675 rising at an increasing annual rate that reached a maximum of 7.07% in 2009.