In 2021 there were more than *** rapes per 100,000 population in the Caribbean island of Grenada. However, tracking down truthful rape statistics can be considered challenging since only a small amount of victims chooses to report their aggressions. Moreover, country-to-country comparisons are also difficult, since not all countries agree on the same legislation concerning sexual crimes.

The four Nordic countries Sweden, Iceland, Norway, and Denmark are between the five countries with the highest rate of reported sexual violence in Europe in 2023. Almost 200 cases per 100,000 inhabitants were reported in Sweden.Please note that reporting varies from country to country, and the willingness of victims to come forward can vary across regions and cultures, therefore a comparison between the countries should be taken with caution.

In 2023, Texas had the highest number of forcible rape cases in the United States, with 15,097 reported rapes. Delaware had the lowest number of reported forcible rape cases at 194. Number vs. rate It is perhaps unsurprising that Texas and California reported the highest number of rapes, as these states have the highest population of states in the U.S. When looking at the rape rate, or the number of rapes per 100,000 of the population, a very different picture is painted: Alaska was the state with the highest rape rate in the country in 2023, with California ranking as 30th in the nation. The prevalence of rape Rape and sexual assault are notorious for being underreported crimes, which means that the prevalence of sex crimes is likely much higher than what is reported. Additionally, more than a third of women worry about being sexually assaulted, and most sexual assaults are perpetrated by someone the victim knew.

In 2023, Anchorage, Alaska had the highest rape rate in the United States with 144.6 offenses of rape per 100,000 inhabitants. The St. Joseph metropolitan statistical area, in Missouri and Kansas, had the second-highest rape rate in the country, at 141.4 offenses per 100,000 of the population.

The average for 2016 based on 74 countries was 783 thefts per 100,000 people. The highest value was in Denmark: 3949 thefts per 100,000 people and the lowest value was in Senegal: 1 thefts per 100,000 people. The indicator is available from 2003 to 2016. Below is a chart for all countries where data are available.

Alaska saw the highest rape rate in the United States in 2023, with 118.4 rapes per 100,000 inhabitants. The lowest rate was found in New Jersey, with 17.9 rapes per 100,000 inhabitants. Sexual assault in Alaska Fighting sexual assault in Alaska is particularly difficult due to small, isolated, close-knit communities who can be wary of airing their dirty laundry to outsiders, as well as a low number of law enforcement employees in the state. In addition, Alaska’s low population is spread out over a large land area, meaning that in the event of an assault being reported to police, it can take law enforcement hours, or even days, to reach the most isolated communities. The victims of sexual assault There tends to be more reported female victims of sexual assault than male victims. However, since sexual assault is typically an underreported crime, especially among males, these figures could be, and probably are, much higher. In addition, many victims of sexual offenses tend to be young, although sexual assault can occur at any age.

Overview:

This project aims to investigate the potential correlation between the Gross Domestic Product (GDP) of approximately 190 countries for the years 2021 and 2023 and their corresponding crime ratings. The crime ratings are represented on a scale from 0 to 10, with 0 indicating minimal or null crime activity and 10 representing the highest level of criminal activity.

Dataset:

The dataset used in this project comprises GDP data for the years 2021 and 2023 for around 190 countries, sourced from reputable international databases. Additionally, crime rating scores for the same countries and years are collected from credible sources such as governmental agencies, law enforcement organizations, or reputable research institutions.

Methodology:

• Data Collection: GDP data for 2021 and 2023, along with crime rating scores, are gathered for approximately 190 countries.
• Data Preprocessing: The collected data is cleaned and standardized to ensure consistency and compatibility across different datasets.
• Analysis: Statistical methods and data visualization techniques are employed to explore the potential relationship between GDP and crime ratings.
• Interpretation: Findings from the analysis are interpreted to determine the strength and direction of any observed correlations between GDP and crime ratings.
• Conclusion: Based on the analysis results, conclusions are drawn regarding the existence and significance of the relationship between GDP and crime ratings.

Expected Outcomes:

Identification of any significant correlations or patterns between GDP and crime ratings across different countries. Insights into the potential socioeconomic factors influencing crime rates and their relationship with economic indicators like GDP. Implications for policymakers, law enforcement agencies, and researchers in understanding the dynamics between economic development and crime prevalence.

The northern state of Rajasthan reported the highest number of rape cases across India in 2022, at over *** thousand. Uttar Pradesh, India’s most populous state, ranked second that year, while the union territory of Lakshadweep recorded the lowest number. Crime against women in India: a grim reality   2012’s gang rape and murder of a 22-year-old physiotherapy intern shook the country in what is now known as the Nirbhaya case. Literally translated from Hindi, Nirbhaya means fearless. Outcry in the form of protests and marches seized the country in the weeks following the incident. This took place in the country’s capital Delhi, ranking first among metropolitans for rape cases. Arguably, this was a turning point in conversations about crime and the status and treatment of women in India, forcing it to the forefront. Even so, Nirbhaya continues to be one of the many names given to refer to the other rape cases in the country since. Women’s safety in India   Despite public and private initiatives to ensure safety measures are being implemented, being a girl or woman is often seen as a disadvantage. From banning prenatal sex determination to encouraging girls to go to school and inclusion in the workforce, attempts are consistently being made to better how women are treated. Despite this, Indians live in a society that has deeply normalized all levels of crime against women, giving the responsibility of safety to the individual rather than the community.

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.

The World Crime Index 2023 dataset provides records of crime rankings for cities worldwide, along with associated information on their respective countries. This dataset is focused on the year 2023 and includes the following columns:

• Rank: The ranking of a city based on its crime index, with lower numbers indicating higher crime rates.
• City: The name of the city for which crime data is reported.
• Country: The country to which the city belongs.
• Crime Index: A numerical value representing the overall level of crime in a city, with higher values indicating higher crime rates.
• Safety Index: An index indicating the general level of safety in a city, derived from factors such as infrastructure, healthcare, and political stability.

This dataset enables data scientists to analyze and compare crime rankings across cities and countries, providing insights into the relative safety levels of different locations in the year 2023. By leveraging this dataset, researchers can conduct exploratory data analysis, perform comparative studies, and identify potential trends and patterns in crime rates globally for the specified year.

Annual ranking of countries based on crime rates, political stability, health safety, and environmental safety

In 2022, the total number of rape cases reported in India amounted to over 31 thousand. This was a slight decrease in rape cases compared to the previous year. Even though many rapes are not reported in the country, it is an issue that continuously makes news headlines, some leading to public protests. Although reports of rape have increased in recent years, it was still associated with shame for the victim, rather than the perpetrator. The justice system  A victim of rape in India not only experiences social stigmatization but what is more, her fight for justice is not made easy due to the system that often faults the victim for their misfortune. Instances have been reported where victims are confronted with hostile conditions at police stations and have been often pressured to withdraw their cases. However, once a case goes to trial, it can take decades before anything is resolved. Rape cases in particular, face huge backlog where the number of new cases supersede the number of cases disposed every year. The process is arduous and could add so much trauma to the victim’s life that they often buckle under pressure from family of their own or that of the perpetrator.  Women in India India is known to be one of the most dangerous countries in the world for women. Indian women are constantly in a state of high alert when alone on the streets, at work or in the markets. Due to India’s predominantly patriarchal nature, domestic violence is known to be culturally acceptable. Studies reveal that even a majority of working women suffer domestic abuse from their husbands. A non-earning woman’s position further exacerbates vulnerability and dependence on their male partner as opposed to a woman who contributors financially to the household. Rampant poverty across the country is the main driver for low literacy rates and consequently, disempowerment and abuse among women.

As of 2023, the African country with the highest rate of sexual violnce was Botswana. It had ***** cases out of 100,000 inhabitants. The second highest rate was South Africa. It is important to note that these statistics relfect reported crime however, not all crime is reported.

In 2021, more than ******* rapes were recorded in the United States of America. However, tracking down truthful rape statistics can be considered challenging since only a small amount of victims chooses to report their aggressions. Moreover, country-to-country comparisons are also difficult, since not all countries agree on the same legislation concerning sexual crimes.

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.

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, South Africa ranked first in the crime index among African countries, with a score of **** index points. Nigeria was the second most dangerous country on the continent, obtaining **** points. The index evaluates the overall crime levels in a specific country. Several African countries scored between ** and ** points, indicating high crime levels. Escalating concerns: South Africans worry about crime and violence In 2024, South Africa had one of the highest proportions of respondents expressing concerns about crime and violence compared to other countries participating in an online study. Throughout the period examined, the percentage of participants worried about violence peaked at ** percent in March 2023. The escalating levels of violent crime currently witnessed in the country has caused this significant rise in concerned respondents. South Africa's organized crime landscape In 2023, South Africa ranked the ************* in organized crime compared to its African counterparts. The continent's most prevalent organized criminal activity was **************************************. Moreover, from a regional perspective, Southern African countries had the lowest organized crime rate.

As of February 2025, El Salvador had the highest prisoner rate worldwide, with over 1,600 prisoners per 100,000 of the national population. Cuba, Rwanda, Turkmenistan, and the United States, rounded out the top five countries with the highest rate of incarceration. Homicides in El Salvador Interestingly, El Salvador, which long had the highest global homicide rates, has dropped out of the top 20 after a high number of gang members have been incarcerated. A high number of the countries with the highest homicide rate are located in Latin America. Prisoners in the United StatesThe United States is home to the largest number of prisoners worldwide. More than 1.8 million people were incarcerated in the U.S. at the beginning of 2025. In China, the estimated prison population totaled 1.69 million people that year. Other nations had far fewer prisoners. The largest share of the U.S. prisoners in federal correctional facilities were of African-American origin. As of 2020, there were 345,500 black, non-Hispanic prisoners, compared to 327,300 white, non-Hispanic inmates. The U.S. states with the largest number of prisoners in 2022 were Texas, California, and Florida. Over 160,000 prisoners in state facilities were sentenced for rape or sexual assault, which was the most common cause of imprisonment. The second most common was murder, followed by aggravated or simple assault.

The number of recorded rapes in Japan increased to approximately ***** cases in 2024 from the previous year. The number of reported non-consensual indecencies also increased to nearly ***** cases. In 2023, amendments to the Penal Code expanded the definition of rape, which up to that point was interpreted as forced intercourse, including forced anal and oral sex, to non-consensual intercourse.

In 2024, the number of victims of rape in the Philippines reached about *****, reflecting a significant decrease from the peak value in 2022. The volume of rape cases in the country fluctuated since 2014.