Historical chart and dataset showing Brazil crime rate per 100K population by year from 1990 to 2020.

In 2023, the homicide rate in Brazil reached 22.8 incidents per 100,000 inhabitants. The lowest number in the country since 2012 was recorded in 2021, when a homicide rate of 22.3 was recorded.

In 2024, six of the eight Brazilian cities with the highest homicide rates were in the Northeast. Feira da Santana led the ranking of the most violent city in Brazil, with a murder rate of ***** per 100,000 inhabitants. It was followed followed by Recife, with a homicide rate of more than ** per 100,000 inhabitants. In Latin America and the Caribbean, Feira da Santana was the **** most deadly city.

itsalissonsilva/brazil-crime-data-sp dataset hosted on Hugging Face and contributed by the HF Datasets community

The homicide rate registered in Brazil impacts ethnicities very differently. Whereas the number of homicides per 100,000 black or brown people increased by ** percent between 2006 and 2017, the homicide rate of non-black or brown individuals declined by nearly ** percent in the same period. In 2022, the homicide rate for the black ethnic group decreased compared to the previous year.

Content

This dataset contain official crime statistics from São Paulo state cities (Brazil) and were prepared based on information available on the Civil State Police statistics site: http://www.ssp.sp.gov.br/Estatistica/Pesquisa.aspx

• Period available:

  • Crime Monthly Occurrences and Policy productivity: 2001 - May, 2021 Note: in both datasets, decimal separator is a point (".") .

  • Crime rates (annual rates available): 1999 -2020 (available for some of the cities) Note: in this dataset, decimal separator is a comma (",") .

• Data and labels in brazilian portuguese.

• Information about crime type interpretation (available only in brazilian portuguese) in: http://www.ssp.sp.gov.br/Estatistica/download/manual.pdf

• Datasets prepared with Selenium (webscraping) and Pandas libraries in Python.

Author: Dalciana B. Waller https://github.com/DBWALLER

Historical dataset showing Brazil crime rate per 100K population by year from 1990 to 2020.

Brazil: Homicides per 100,000 people: The latest value from 2017 is 30.5 homicides per 100,000 people, an increase from 29.7 homicides per 100,000 people in 2016. In comparison, the world average is 7.4 homicides per 100,000 people, based on data from 97 countries. Historically, the average for Brazil from 1990 to 2017 is 23.5 homicides per 100,000 people. The minimum value, 16.8 homicides per 100,000 people, was reached in 1992 while the maximum of 30.5 homicides per 100,000 people was recorded in 2017.

The number of violent crimes against property registered in Brazil showed a downward trend from 2017 to 2020. After an increase in 2021 and 2022, this number decreased again in 2023, with 366,260 such cases in the South American country.Furthermore, most of the violent crimes against property in Brazil consist of vehicle thefts and break-ins.

In 2023, Pernambuco reported the highest homicide rate in the country, at nearly ** occurrences per 100,000 inhabitants. Pernambuco, in the country's northeastern region, ranked second, with ** homicides per 100,000 inhabitants. Meanwhile, in 2021, Bahia also ranked first in numbers of homicides, with around *** thousand occurrences reported.

Abstract The purpose of this paper is to present the first results of the crime and justice mapping research in the nineteenth century and the first three decades of the twentieth century Minas Gerais, more specifically the region of Comarca do Rio das Mortes. The estimation of crime rates over the one century period, associated with the analysis of its geographical distribution, allowed us to observe changes occurred in the application of justice and in its control agencies, as well as the impact of changes over conflicts, violence and order negotiation. The data analysed in this paper is about the area of the old town of Tamanduá, now called Itapecerica, and its surroundings, with a total of 1133 criminal cases occurred between 1829 and 1930. The results show an exponential increase in the number of violent cases starting from the last decade of the nineteenth century. In an attempt to explain this change in the trend we work with a hypothesis of a collapse of the justice system with the implementation of the Republic.

The Rio de Janeiro (RJ) municipality presents one of the highest crime rates in Brazil. However, since the 2000s, a significant reduction of lethal crimes has been observed. Given this scenario, the aim of this study is to analyze the factors that determined this phenomenon. Among them, it seeks to assess the effects of the Pacifying Police Unit (Unidade de Polícia Pacificadora - UPP). To this end, the statistical error correction vector (ECV) method was used. This study allowed for the analysis of short- and long-term relationships between crime rates and variables associated with economic activity and police action. The applied dataset comprises the period between April 2002 and August 2019. The main results indicate that UPP implementation contributed to lethal crime reduction in the municipality of Rio de Janeiro. Furthermore, the results show that coercive police action tends to increase crime rates.

The Brazilian Crimes Dataset (BCD) contains crime records and pre-processing procedures used in our experiments on crime analysis and prediction [1]. In particular, we proposed an approach to predict crimes and evaluated it by using crime records crawled from the brazilian web site Onde Fui Roubado.

Please consider citing the following references if you found this dataset useful:

[1] Úrsula Rosa Monteiro de Castro, Marcos Wander Rodrigues, Wladmir Cardoso Brandão. Predicting crime by exploiting supervised learning on heterogeneous data. In: Proceedings of the 22nd International Conference on Enterprise Information Systems (ICEIS'20), 2020.

[2] Úrsula Rosa Monteiro de Castro, Wladmir Cardoso Brandão. (2020). BCD: Brazilian Crimes Dataset (Version 1.0) [Data set]. Zenodo.

Abstract Violence against LGBT people has always been present in our society. Brazil is the country with the highest number of lethal crimes against LGBT people in the world. The aim of this study was to describe the characteristics of homicides of LGBT people in Brazil using spatial analysis. The LGBT homicide rate was used to facilitate the visualization of the geographical distribution of homicides. Public thoroughfares and the victim’s home were the most common places of occurrence. The most commonly used methods for killing male homosexuals and transgender people were cold weapons and firearms, respectively; however, homicides frequently involved beatings, suffocation, and other cruelties. The large majority of victims were aged between 20 and 49 years and typically white or brown. The North, Northeast and Central-West regions, precisely the regions with the lowest HDI, presented LGBT homicide rates above the national rate. LGBT homicides are typically hate crimes and constitute a serious public health problem because they affect young people, particularly transgender people. This problem needs to be addressed by the government, starting with the criminalization of homophobia and the subsequent formulation of public policies to reduce hate crimes and promote respect for diversity.

In 2024, the number of homicides in Brazil reached its lowest level of the entire period under review, with approximately 39,000 occurrences. By comparison, there were more than 60,000 homicides in the country in 2017.

Abstract In this paper we analyzed data from police investigations and trials of intentional homicides shelved in Belo Horizonte between 2003 and 2013 in order to understand the clearance’s determinants. As independent variables, we used the characteristics of victim, crimes’ attributes and police procedures. The results inform that the homicides features and police truth-finding methods (centered on the flagrante delicto and the presence of eyewitnesses) were the variables that explained the clearance likelihood. However, the length of time may affect this result, since police inquiries that are not completed within five year are not likely to be trialed.

The number of black and Pardo Brazilian people murdered in Brazil had been increasing throughout the years up until 2017. In 2022, around 35,500 black and Pardo citizens were killed in the South American country, down from almost 37,000 recorded one year before.

Violence has harmful effects on individuals and society. This is especially true in Latin America, a region that stands out globally for its high homicide rate. Building on research on subnational politics, democratization, and an inter-disciplinary literature that seeks to understand sources of violence, we examine the effect of municipal politics on homicide rates in Brazil while controlling for conventional socio-structural accounts. Specifically, we test the effect of four key political variables – party identification of mayors, partisan alignment of mayors and governors, electoral competition, and voter participation – and examine the locally varying effect of these variables with geographically weighted regressions (GWR). Our emphasis on political explanations of criminal violence is a rare departure from dominant accounts of violent crime, suggesting comparisons with the literature on political violence, and the spatial approach allows an analysis of the territorially uneven effect of political variables. The results show the statistical significance, direction, and magnitude of key political factors vary substantially across Brazil’s 5562 municipalities, showcasing the uneven effect of predictors of violence across space, and generating new hypothesis regarding the conditional effect of key predictors. In the time period examined (2007–2012), the largest left party in Brazil, Workers' Party (PT), had a beneficial effect, reducing violence in large parts of Brazil, the center party that held most local governments (PMDB) had a harmful effect in certain areas of Brazil, and the largest center-right party (PSDB) had mixed effects – helpful in some parts of Brazil and harmful in others. These results help us understand key features of the relationship between Brazilian politics and public security across different parts of the country, illuminating the political geography of violence in the region's largest country.

In Brazil, crime rates have been very high at least since the 1980s. There is a social perception that adolescents are the main responsibles to increase these rates, although there is no scientifical evidence to support it. Thus, as a way to try to reduce crime rates, congressmen proposed to amend the constitution to lower the age of criminal majority, which nowadays is 18 years old. According to Neil Hazel (2008), "criminal majority is the age at which the criminal justice system processes offenders as adults" (p. 7).

This dataset contains all Proposals to Amend the Constitution on lowering the ACM in Brazil, since 1989 to 2015. We collected them directly from Chamber of Deputies and Federal Senate's websites and put them together to make easier to researchers and stakeholders find them. Every proposals are divided in four parts. In the first part, there are the main information about the proposals, for example, the document's number and year of publication, its authors, subject, and which Constitution's article should be modified. In the second one, there is the new article redaction proposed by its author. In the third one (justification), there is a text the document's authors argue why the proposal should be approved by the National Congress. Finally, the fourth part contains the congressmen signatures who support the proposal.

Our main purpose is to provide dataset to researchers and stakeholders to content analyze these proposals and the congressmen justifications to do so.

Occurrence of violent crimes (2019-2020)