In 2023, there were ****** crimes in Mexico City per 100,000 inhabitants. This represented an increase after two of the lowest values reported the previous years. Furthermore, the number of crime victims per 100,000 inhabitants in Mexico City in 2023, made it the third federal entity with the highest victimization rate in Mexico that year.

Colima was the city in Mexico that led the ranking of highest homicide rates in 2023. The city had a murder rate of approximately ****** per 100,000 inhabitants, followed by Ciudad Obregón, with a homicide rate of ******. That year, those two cities had the highest homicide rates not only in Mexico, but in Latin America and the Caribbean.

A total of over ******* crimes were reported in Mexico City in 2024. Cuauhtémoc was the municipality with the highest number of reported crimes, with over ****** cases. Followed by Iztapalapa and Gustavo A. Madero, the two most populous municipalities in Mexico City.

The crime prevalence rate per 100,000 inhabitants aged 18 and over in Mexico City was approximately ****** in 2023. Between 2010 and 2023, the rate rose by around ***, though the increase followed an uneven trajectory rather than a consistent upward trend.

March 2023 ranked as the month with the highest number of reported crimes in Mexico City during the study period, with ****** cases. In contrast, February 2025 recorded the lowest figure with less than ****** reported crimes.

A total of over ************ crimes were committed in Mexico City in 2023. The most common type of crime was theft or robbery on the street or public transport, which accounted for around **** percent of the total number of crimes. In 2023, the crime incidence rate in the country's capital was around ****** crimes per 100,000 inhabitants.

This dataset contains all crime in Mexico by state and city from January 2015 to July 2022. The data was translated to English using Power Query to extract the entire set and a custom function that access the Google Translate API.

In 2023, the State of Mexico was the federal entity with the most crimes per 100,000 inhabitants in Mexico. That year, ****** crimes were registered, above Aguascalientes and Mexico City both with over ****** crimes. Economically, the cost of crime in Mexico surpassed *** billion Mexican pesos.

FBI National Incident-Based Reporting System (FBI NIBRS) crime data for Mexico Police Department (City) in Missouri, including incidents, statistics, demographics, and detailed incident information.

A total of over ************ crimes were committed in Mexico City in 2023. The northern and eastern regions were the areas that registered the largest number of crimes, with around a million each. The most common type of crime was theft or robbery on the street or public transport, which accounted for nearly ******* of all committed crimes.

The Latin American public safety market, valued at $51.11 million in 2025, is poised for significant growth, exhibiting a Compound Annual Growth Rate (CAGR) of 6.40% from 2025 to 2033. This expansion is driven by several key factors. Rising crime rates across major Latin American cities are compelling governments to invest heavily in advanced technologies for improved surveillance, crime prevention, and emergency response. Furthermore, increasing adoption of cloud-based solutions offers scalability and cost-effectiveness, fueling market growth. The market is segmented by component (software – encompassing location management, record management, investigation management, crime analysis, and criminal intelligence – and services), deployment mode (on-premise and cloud), and end-user industry (medical, transportation, law enforcement, firefighting, and others). The increasing prevalence of sophisticated cybercrime necessitates robust cybersecurity measures within public safety systems, further boosting demand for specialized software and services. Government initiatives promoting digital transformation and smart city projects are also contributing positively to market expansion. However, challenges such as budgetary constraints in certain regions and the need for robust data privacy regulations could act as potential restraints. The significant market share held by law enforcement agencies is expected to remain prominent throughout the forecast period. The robust growth trajectory is fueled by the increasing adoption of integrated security systems offering comprehensive solutions. Companies like Cisco, Esri, Genetec, Honeywell, and Motorola Solutions are major players, leveraging their expertise in advanced technologies to cater to the evolving needs of Latin American public safety agencies. The market is witnessing a transition towards cloud-based solutions driven by their inherent flexibility and enhanced accessibility. This trend is particularly pronounced in regions with improved internet infrastructure. The presence of established players alongside emerging technology providers ensures a competitive market, spurring innovation and driving down costs. Continued investment in research and development of cutting-edge technologies will be crucial in shaping the market landscape and effectively addressing the escalating security challenges in the region. Brazil, Mexico, Argentina, and Colombia are anticipated to represent significant portions of the market, reflecting their larger populations and higher crime rates. Recent developments include: February 2024: Irisity, a Swedish AI and video analytics software provider, increased investments in Latin America, focusing on public security, transportation, and mission-critical infrastructure. The company supplies technology in countries like Mexico and Argentina and supports emergency services in Ecuador and the Dominican Republic. Additionally, Irisity collaborates with the Uruguayan security firm Grupo Securitas. The regional strategy includes bolstering brand recognition, expanding the team, and fostering partnerships with integrators, resellers, and camera manufacturers., June 2023: Hexagon AB's Safety, Infrastructure & Geospatial division launched a new Citizen Reporting portal for its HxGN OnCall Records suite. The portal allows citizens to file police reports online, search for incident records, request services, and view incident maps. According to the company, this public-facing portal aims to streamline interactions between citizens and law enforcement agencies, increase transparency, and alleviate staffing challenges that public safety agencies and local governments face.. Key drivers for this market are: Increasing Investments in Advanced Cybersecurity Technologies to Protect Sensitive Data, Critical Infrastructure, Stringent Government Regulations to Invest in Safety Measures to Enhance Safety. Potential restraints include: Increasing Investments in Advanced Cybersecurity Technologies to Protect Sensitive Data, Critical Infrastructure, Stringent Government Regulations to Invest in Safety Measures to Enhance Safety. Notable trends are: Software Component to Hold Significant Market Share.

Mexico City Complaint Records (Through March 2023)

Dataset with 20+ columns about complaints in Mexico City. Including categories, dates, types of complaints and so on.

Perfect for clean data exercise since it has tons of dirty data.

This data is from the Attorney General's Office of Mexico City.

Tips

If you want to make a cleaning process, there are several techniques that are quite perfect for this dataset:

1. Categories-based imputation
2. KNN imputation
3. Divide you dataset in two. For instance, by 'TipoPersona' feature

Considerations

Some columns are not good for interpretation. For example, the 'Edad' column could be from the person who commited the crime or from the person who complaint about the crime. Explore the data and think about the best context for each column.

Discover the booming Mexico surveillance IP camera market! This comprehensive analysis reveals a $451.3M market in 2025, poised for 11.77% CAGR growth through 2033. Learn about key drivers, trends, restraints, leading companies, and regional insights. Maximize your understanding of this lucrative market. Recent developments include: February 2024: Reolink, a surveillance camera manufacturer, launched the Reolink Duo 3 PoE camera, marking the debut of its new lineup of 16MP cameras. This 16MP series is designed to address the frequent challenges of low resolution and clarity faced by users of other popular dual-lens cameras. The upgraded dual-lens cameras come equipped with features such as image-stitching for a comprehensive 180-degree view, the capability to capture intricate details from distances of up to 80 feet, and cutting-edge Motion Track technology., January 2024: Hikvision, a global leader in security solutions, unveiled its latest innovation: the Stealth Edition Cameras. Sporting a sleek black housing, these cameras not only present a modern aesthetic but are also equipped with state-of-the-art features. Highlights include round-the-clock full-color imaging powered by ColorVu and sophisticated AI detection capabilities for both humans and vehicles, courtesy of AcuSense technology. The cameras' eye-catching black design harmoniously merges style with groundbreaking features, especially their trailblazing AI video technology.. Key drivers for this market are: Government Initiatives and Investments, Rising Crime Rate and Growing Consumer Awareness About Surveillance Cameras Driving the Market. Potential restraints include: Government Initiatives and Investments, Rising Crime Rate and Growing Consumer Awareness About Surveillance Cameras Driving the Market. Notable trends are: Rising Crime Rate and Growing Consumer Awareness About Surveillance Cameras Driving the Market.

Acoustic Scene Analysis in Patrol Cars Market Outlook

According to our latest research, the Global Acoustic Scene Analysis in Patrol Cars market size was valued at $1.2 billion in 2024 and is projected to reach $3.9 billion by 2033, expanding at a robust CAGR of 14.1% during 2024–2033. The rapid integration of advanced acoustic scene analysis technologies in patrol cars is primarily driven by the urgent need for real-time situational awareness and enhanced public safety. Law enforcement agencies and security organizations globally are increasingly deploying these systems to enable faster incident detection, improve response times, and leverage data-driven insights for operational efficiency. The market is further bolstered by the proliferation of AI-powered audio analytics, which transform raw sound data into actionable intelligence, thereby revolutionizing the way patrol cars contribute to urban safety and crime prevention initiatives.

Regional Outlook

North America holds the largest share of the Acoustic Scene Analysis in Patrol Cars market, accounting for over 38% of global revenue in 2024. This dominance is underpinned by the region's mature law enforcement infrastructure, early adoption of advanced automotive technologies, and robust government funding for public safety initiatives. The United States, in particular, has seen significant investments in smart policing solutions, with agencies such as the NYPD and LAPD piloting and scaling acoustic scene analysis systems in patrol fleets. Policy mandates around officer safety and crime reduction have further accelerated the deployment of these technologies. Additionally, the presence of leading technology vendors and a highly skilled workforce support ongoing innovation and widespread adoption across municipal and state police departments.

The Asia Pacific region is the fastest-growing market, projected to expand at a remarkable CAGR of 17.8% from 2024 to 2033. This rapid growth is driven by increasing urbanization, rising crime rates in metropolitan areas, and substantial government investments in smart city and public safety projects. Countries like China, Japan, and South Korea are at the forefront, integrating acoustic analysis tools into next-generation patrol vehicles as part of broader digital policing strategies. Local governments are partnering with global and regional technology providers to deploy scalable, cloud-based acoustic surveillance systems. These efforts are supported by favorable regulatory frameworks, growing public awareness, and a burgeoning ecosystem of AI and IoT startups focused on law enforcement applications.

Emerging economies in Latin America and the Middle East & Africa are witnessing gradual adoption of acoustic scene analysis in patrol cars, albeit with unique challenges. Limited budgets, infrastructure gaps, and varying regulatory standards often hinder large-scale deployments. However, localized demand for enhanced surveillance and emergency response capabilities is on the rise, especially in urban centers grappling with high crime rates and public safety concerns. Policymakers in cities such as São Paulo, Mexico City, and Dubai are exploring pilot projects and public-private partnerships to overcome resource constraints and accelerate technology uptake. As global vendors adapt solutions to meet region-specific requirements and offer flexible financing models, adoption rates are expected to climb steadily over the forecast period.

Report Scope

A total of *** persons were murdered in Mexico City in 2024. The highest number of intentional homicides was registered in March 2023, with ** victims.

The Latin American surveillance camera market, valued at $3.03 billion in 2025, is projected to experience robust growth, driven by a compound annual growth rate (CAGR) of 9.21% from 2025 to 2033. This expansion is fueled by several key factors. Increased urbanization across the region is creating a demand for enhanced security solutions in both public and private spaces. Furthermore, rising crime rates and concerns about public safety are prompting governments and businesses to invest heavily in advanced surveillance technologies. The adoption of IP-based systems is a significant trend, surpassing analog-based systems due to their superior scalability, flexibility, and integration capabilities. Government initiatives promoting smart city development further contribute to market growth, with projects focusing on improved infrastructure and public safety management incorporating advanced surveillance systems. The healthcare and banking sectors, particularly, are embracing sophisticated security solutions to protect assets and sensitive data, driving demand for high-resolution cameras and advanced analytics. However, the market faces challenges including high initial investment costs associated with upgrading existing infrastructure and the need for skilled personnel to manage and maintain these complex systems. Despite these restraints, the market segmentation reveals significant opportunities. The IP-based segment is expected to dominate the market share, driven by its technological advantages. Among end-user industries, the government sector holds substantial market share due to its extensive investment in public safety and security initiatives. However, the banking, healthcare, and transportation and logistics sectors are showing significant growth potential as they increasingly prioritize security and data protection. Brazil, Mexico, and Argentina are the major markets within Latin America, contributing significantly to the overall regional growth. The continued adoption of cloud-based video management systems and the integration of artificial intelligence (AI) and analytics into surveillance solutions will continue to shape the trajectory of the Latin American surveillance camera market in the coming years. Recent developments include: April 2024: LenelS2, one of the global leaders in advanced physical security systems, has teamed up with Hanwha Vision, one of the leaders in video surveillance. This strategic alliance positions LenelS2 as a reseller of Hanwha Vision cameras across the Americas. This partnership is pivotal, granting end users access to the comprehensive range of Hanwha Vision's IP camera portfolio. They can obtain these cameras through LenelS2's authorized value-added resellers (VARs), in conjunction with LenelS2's own products and services.February 2024: About 20 security cameras were installed in Cozumel City, Mexico. The cameras are equipped with facial recognition analytical technology to allow the city authorities to react immediately to any eventuality.. Key drivers for this market are: Increasing Government Efforts to Enhance Public Safety, High Crime Rates and Security Issues. Potential restraints include: Increasing Government Efforts to Enhance Public Safety, High Crime Rates and Security Issues. Notable trends are: IP-based Camera Gaining Popularity.

The average for 2017 based on 65 countries was 1.8 kidnappings per 100,000 people. The highest value was in Belgium: 10.3 kidnappings per 100,000 people and the lowest value was in Bermuda: 0 kidnappings per 100,000 people. The indicator is available from 2003 to 2017. Below is a chart for all countries where data are available.

In 2025, Pietermaritzburg in South Africa ranked as the world's most dangerous city with a crime rate of 82 per 100,000 inhabitants. Five of the 10 cities with the highest crime rates worldwide are found in South Africa. The list does not include countries where war and conflict exist. South Africa dominates crime statistics When looking at crime rates, among the 10 most dangerous cities in the world, half of them are found in South Africa. The country is struggling with extremely high levels of inequality, and is struggling with high levels of crime and power outages, harming the country's economy and driving more people into unemployment and poverty. Crime in Latin America On the other hand, when looking at murder rates, Latin America dominates the list of the world's most dangerous countries. Violence in Latin America is caused in great part by drug trafficking, weapons trafficking, and gang wars.

The number of homicides in Mexico City peaked during 2019 with ***** cases. As of 2023, Mexico State and Guanajuato ranked as the federal entities with the highest number of homicides.

The North America public infrastructure safety market is experiencing robust growth, projected to reach $1.60 billion in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 18.20% from 2025 to 2033. This expansion is driven by several key factors. Increasing concerns about terrorism and civil unrest are fueling demand for enhanced physical security measures, such as advanced video surveillance systems and improved screening and scanning technologies at critical infrastructure sites like transportation hubs and government buildings. Furthermore, the growing adoption of smart city initiatives and the increasing integration of Building Management Systems (BMS) are contributing to market growth. The shift towards cloud-based solutions offers scalability and cost-effectiveness, further accelerating market expansion. Within the segment breakdown, physical security solutions, particularly video surveillance, are expected to dominate, reflecting the heightened need for real-time monitoring and threat detection. The transportation sector is a major end-user, followed by healthcare and educational institutions, all prioritizing safety and security enhancements. Competition is fierce, with major players like Siemens AG, Thales Group, and Honeywell Building Solutions vying for market share through technological innovation and strategic partnerships. While data privacy concerns and the high initial investment costs associated with some advanced security systems represent potential restraints, the overall market trajectory remains positive, fueled by ongoing urbanization and the increasing vulnerability of public infrastructure. The market's growth is further fueled by governmental initiatives promoting infrastructure modernization and safety upgrades. The increasing adoption of AI and machine learning in security systems, enabling improved threat detection and predictive analytics, represents a significant trend. Furthermore, the integration of various security systems into unified platforms is streamlining operations and improving overall efficiency. The North American market, comprising the United States, Canada, and Mexico, is anticipated to maintain its leading position, driven by robust economic growth and heightened security concerns. Regional variations exist, with the US potentially holding the largest market share due to its extensive infrastructure and higher spending capacity. However, growth in Canada and Mexico is also expected, reflecting expanding urbanization and improved investment in public infrastructure safety. The forecast period of 2025-2033 promises continued growth, driven by the aforementioned factors, presenting significant opportunities for established players and new entrants alike. Recent developments include: May 2024: The city of Montevallo announced it would invest in expanding its surveillance cameras. The expansion bid, expected to cost the city a total of USD 16,146.79, has been a topic of discussion among members of the Montevallo City Council for years and will see a sizable expansion in the city’s surveillance and security capabilities., October 2023: Liberty Defense Holdings Ltd received additional funding from the Transportation Security Administration (TSA) to incorporate additional design efficiencies into the development of a High-Definition Advanced Imaging Technology (HD-AIT) upgrade kit for testing on an Advanced Imaging Technology (AIT) passenger screening system.. Key drivers for this market are: Growing Number of Accidents, Crime Rates, and Terrorist Activities, Increasing Investments in Smart Grid Technology. Potential restraints include: Growing Number of Accidents, Crime Rates, and Terrorist Activities, Increasing Investments in Smart Grid Technology. Notable trends are: Transportation Vertical is Expected to Hold a Significant Market Share.