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.

Context

This dataset contains Rape (with types), Stalking, Dowry Dataset 2001-21 of Bangladesh.

Project / Tasks

• Analysis and predict future rapes.
• Find rape patterns.

https://hraps.humboldt.edu/sites/default/files/styles/panopoly_image_full/public/harassment.jpg" alt="Woman Harassment">

About Rape

Rape is often described as unwanted or forced 'sex' – or 'sex' that happened without consent. But, sex can only happen when everyone consents. Rape, on the other hand, is a form of sexual violence and a serious crime. Rape happens when someone didn't want to have sex or didn't give their consent for sex to happen.

About Woman Harassment in Bangladesh

Despite lots of laws and campaign, people's perceptions on sexual harassment are still wrong in our country and a huge part of our total population is ignorant of its laws, leading to an increase in gender based violence. About 84% of women in Bangladesh are constantly being sexually harassed on the road, in vehicles, in educational institutions, at work, and even at home. In this context and the occasion of 'Sexual Harassment Awareness Month' - ACTIONISTS organized its 17th episode of the "Dialogue for Action" series on 29th April, 2021. The topic of this webinar was "Prevention of Sexual Harassment in Bangladesh: Socio-legal Perspectives". The invited speakers were respectively SK Jenefa K Jabbar, Director of Human Rights and Legal Aid Services (HRLS), Social Compliance and Safeguarding at BRAC; Taslima Yasmin, Associate Professor at Department of Law, University of Dhaka and Najmul Islam, ADC of Cyber Crime Investigation Division, CTTC, DMP. The program was hosted by Mohammad Golam Sarwar, Assistant Professor of Law, University of Dhaka and Coordinated by A.N.M. Fakhrul Amin Forhad, Founder of ACTIONISTS. Article URL

Content

• Attempt-to-Rape_2014-2021.csv
• Dowry_2001-2021.csv
• Rape_CommittedSuicideAfterBeingRaped_2007-2021.csv
• Rape_GangRape_2007-2021.csv
• Rape_KilledAfterRape_2007-2021.csv
• Rape_Total_2001-2021.csv
• Stalking_2011-2021.csv

Bangladesh related more Datasets

• 🏭 Export Processing Zones 🏤 Investment Data

Download

• kaggle API Command !kaggle datasets download -d azminetoushikwasi/woman-harassment-dataset-200121-bangladesh

Disclaimer

• The data collected are all publicly available and it's intended for educational purposes only.

Acknowledgement

• Cover image taken from internet.

Appreciate, Support, Share

This study had four key goals. The first goal was to identify how many women in the United States and in college settings have ever been raped or sexually assaulted during their lifetime and within the past year. The next goal was to identify key case characteristics of drug-facilitated and forcible rapes. The third goal was to examine factors that affect the willingness of women to report rape to law enforcement or seek help from their support network. The last goal was to make comparisons between the different types of rape. Part 1 (General Population) data consisted of a national telephone household sample of 3,001 United States women, whereas Part 2 (College Population) data consisted of 2,000 college women selected from a reasonably representative national list of women attending four year colleges and universities. Both data parts contain the same 399 variables. Interviews were completed between January 23 and June 26, 2006. Respondents were asked questions regarding risk perception, fear of violence, and accommodation behavior. The women were also asked their opinions and attitudes about reporting rape to the authorities and disclosing rape to family members, peers, or other individuals. This includes questions about barriers to reporting and experiences that women have had being the recipient of a disclosure from a friend, relative, or other individual. The respondents were asked a series of questions about rape, including different types of forcible, drug- or alcohol-facilitated, and incapacitated rape. For women who endorsed one or more rape experiences, a wide range of rape characteristics were assessed including characteristics around the nature of the event, perpetrator-victim relationship, occurrence of injury, involvement of drugs or alcohol, receipt of medical care, and whether the rape was reported to the authorities. The respondents were also asked a series of questions regarding substance use, including prescription and illegal drugs and alcohol. Additionally, a series of questions related to post-traumatic stress disorder and depression were asked. Finally, the women were asked to provide basic demographic information such as age, race, ethnicity, and income.

This dataset reflects reported incidents of crime (with the exception of murders where data exists for each victim) that occurred in the City of Chicago from 2001 to present, minus the most recent seven days. Data is extracted from the Chicago Police Department's CLEAR (Citizen Law Enforcement Analysis and Reporting) system. In order to protect the privacy of crime victims, addresses are shown at the block level only and specific locations are not identified. Should you have questions about this dataset, you may contact the Research & Development Division of the Chicago Police Department at 312.745.6071 or RandD@chicagopolice.org. Disclaimer: These crimes may be based upon preliminary information supplied to the Police Department by the reporting parties that have not been verified. The preliminary crime classifications may be changed at a later date based upon additional investigation and there is always the possibility of mechanical or human error. Therefore, the Chicago Police Department does not guarantee (either expressed or implied) the accuracy, completeness, timeliness, or correct sequencing of the information and the information should not be used for comparison purposes over time. The Chicago Police Department will not be responsible for any error or omission, or for the use of, or the results obtained from the use of this information. All data visualizations on maps should be considered approximate and attempts to derive specific addresses are strictly prohibited. The Chicago Police Department is not responsible for the content of any off-site pages that are referenced by or that reference this web page other than an official City of Chicago or Chicago Police Department web page. The user specifically acknowledges that the Chicago Police Department is not responsible for any defamatory, offensive, misleading, or illegal conduct of other users, links, or third parties and that the risk of injury from the foregoing rests entirely with the user. The unauthorized use of the words "Chicago Police Department," "Chicago Police," or any colorable imitation of these words or the unauthorized use of the Chicago Police Department logo is unlawful. This web page does not, in any way, authorize such use. Data is updated daily Tuesday through Sunday. The dataset contains more than 65,000 records/rows of data and cannot be viewed in full in Microsoft Excel. Therefore, when downloading the file, select CSV from the Export menu. Open the file in an ASCII text editor, such as Wordpad, to view and search. To access a list of Chicago Police Department - Illinois Uniform Crime Reporting (IUCR) codes, go to http://data.cityofchicago.org/Public-Safety/Chicago-Police-Department-Illinois-Uniform-Crime-R/c7ck-438e

This qualitative study explored incidents of sexual assault of women by former husbands or cohabitants and the link to male peer support for sexually aggressive men in rural Ohio. Sexual assault was defined as unwanted sexual contact, sexual coercion, attempted rape, or rape. A series of screening questions were asked to determine a respondent's eligibility for inclusion in the study. The main criteria were being aged 18 or older and having ever had any type of unwanted sexual experience when they wanted to end, were trying to end, or after they had ended a relationship with a husband or live-in male partner. If they met the selection criteria, the women were invited to a semi-structured face-to-face interview at a time and place of their choosing. Between February 2003 and July 2004, 43 women were interviewed. The interviews included several demographic questions such as income, level of education, marital status, length of the relationship, and how long the respondent had lived in the area. Other questions asked about the unwanted sexual experiences, social support networks, and male pornography use.

Nature of sexual assault by rape or penetration experienced by adults since the age of 16 years, including breakdowns by age, sex, victim-perpetrator relationship, location and other factors. Analyses from the Crime Survey for England and Wales (CSEW).

The purpose of this study was to describe the frequency and consequences of sexual assault within abusive intimate relationships, specific to ethnicity and immigrant status, and compare the findings to a similar group of physically abused women who had not experienced intimate partner sexual assault. Research objectives included a description of the type, extent, and temporal sequencing of sexual assault, consequences of sexual assault on women's health and their children's functioning, and treatments used by women to end the sexual assault. This study follows an earlier study on the effectiveness of protection orders that began in January 2001 at a special family violence unit of the Harris County District Attorney's office in Houston, Texas. That study was called EVALUATING A COLLABORATIVE INTERVENTION BETWEEN HEALTH CARE AND CRIMINAL JUSTICE IN HARRIS COUNTY, TEXAS, 2001-2002 (ICPSR 3542). Among the initial cohort of 150 women, 148 women were alive in January 2003 and signed informed consent for the second study. Data from the first study on effectiveness of protection orders were re-stratified to measure differences between sexually abused and not-sexually abused women. Instruments used in the re-stratified analysis included instruments from the earlier study: a Demographic Data Form, Severity of Violence against Women Scales (SAVAWS), the Stalking Victimization Survey, the Danger Assessment Scale, a Worksite Harassment survey, and the Medical Outcomes Study (MOS) Short Form (SF-12) Health Survey, as well the addition of the Brief Symptom Inventory (BSI) and Global Severity Index, the Post Traumatic Stress Disorder Scale (PTSD), the Family Hardiness Index (FHI), the Medical Outcomes Study (MOS) Social Support Survey, and the Child Behavior Checklist (CBCL.). The data include responses from 35 children to the CBCL. The variables in this study also include the frequency of use and the effectiveness of social agencies used in 2002. Additional questions asked about type and frequency of decision-making and actions regarding sexual relations, condom use, and birth control. Women physically but not sexually assaulted were asked a series of questions regarding whether they had ever worried about sexual assault. A series of questions was asked regarding children being witness to physical abuse. A detailed history of perpetrator behavior at the time of the first and additional sexual assaults was obtained, as well as victim helpseeking and health problems following the sexual assault(s). There was also a series of questions regarding the health effects of forced sex on the victim.

This dataset contains the tweet ids of 407,911 tweets, including tweets between October 1, 2021 and December 31, 2021. This collection is a subset of the Schlesinger Library #metoo Digital Media Collection.These tweets were collected weekly from the Twitter API through Social Feed Manager using the POST statuses/filter method of the Twitter Stream API.Please note that there will be no updates to this dataset.The following list of terms includes the hashtags used to collect data for this dataset: #metoo, #timesup, #metoostem, #sciencetoo, #metoophd, #shittymediamen, #churchtoo, #ustoo, #metooMVMT, #ARmetoo, #TimesUpAR, #metooSociology, #metooSexScience, #timesupAcademia, and #metooMedicine.Be aware that previous quarters (up to the first quarter of 2020) only include one hashtag: #metoo.Per Twitter's Developer Policy, tweet ids may be publicly shared for academic purposes; tweets may not. Therefore, this dataset only contains tweet ids. In order to retrieve tweets that are still available (not deleted by users) tools like Hydrator are available.There are similar subsets related to the Schlesinger Library #metoo Digital Media Collection available by quarter, as well as a full dataset with a larger corpus of hashtags.

The goal of the study was to develop an intervention that would be analogous to safety planning for battered women, and one that could be used by sexual assault counselors as an adjunct to psychological counseling. The project was conducted at Safe Horizon in New York City and at Harborview Medical Center in Seattle from August 2003 to May 2005. The client populations of the two programs were complementary. Safe Horizon's clients were primarily Black (36 percent) and Latina (26 percent). In contrast, a majority of Harborview clients were White (59 percent), although Harborview also had many non-White, non-Hispanic clients. Approximately half of the eligible candidates were randomly assigned to participate in a four-hour workshop on avoiding sexual assault while the others were assigned to a control condition that did not receive the training. Both groups participated in a baseline assessment battery administered in person. After completion of the assessment, those assigned to the experimental condition began the workshop. Researchers contacted women in both groups six months later for a second assessment, this time conducted over the phone. The 14 data files contain information related to alcohol consumption, tonic immobility, knowledge of sexual assault risk factors, attributions for the most recent sexual assault, self-efficacy, risky behaviors, post-traumatic stress disorder (PTSD) symptomology, and sexual victimization. The data also contain one file with demographic information. Each data file contains 84 cases. Across all parts, the data collection has 612 variables.

Background: Most PTSD sleep disturbances reports have been conducted in male combat veteran population, usually decades after disorder’s onset. Given the increase in the prevalence of violence against women, and that women are at greater risk for developing PTSD, it is relevant to examine sleep abnormalities in this population. Objectives: To examine clinical characteristics, sleep quality and structure of young women with PTSD following sexual assault compared with a control group at baseline and after one-year of treatment. Methods: Seventy-four women with PTSD following sexual assault and 64 healthy controls with no history of sexual assault were assessed by the Clinician Administered PTSD Scale (CAPS-5), Beck Depression Inventory (BDI), Beck Anxiety Inventory (BAI), Pittsburgh Sleep Quality Index (PSQI), Modified Fatigue Impact Scale (MFIS), Insomnia Severity Index (ISI), and underwent full in-lab polysomnography (PSG). PTSD participants received pharmacological and/or psychological therapy between baseline and one-year follow up. Results: CAPS-5 mean score in PTSD-group was 42.94±8.90. As expected, the PTSD group had significantly higher scores in the clinical and sleep measurements than the control group. Although PTSD young women reported poorer subjective sleep quality than healthy controls, there were few between-group differences in objective sleep. Analysis of the PTSD-group at baseline and one-year follow-up showed that the PSQI global score was a significant predictor of PTSD improvement. Conclusions: Sleep quality is impaired in young women with PTSD and may impact long term treatment response. Nevertheless, better sleep quality is significantly associated with PTSD improvement, independently of depression and anxiety.

This dataset relates to the number of women aged 18 years and over who experienced sexual violence in the previous 12 months by the relationship to all perpetrators (estimate). Cells in this table …Show full descriptionThis dataset relates to the number of women aged 18 years and over who experienced sexual violence in the previous 12 months by the relationship to all perpetrators (estimate). Cells in this table have been randomly adjusted to avoid the release of confidential data. Discrepancies may occur between sums of the component items and totals. The definition of 'sexual violence' includes sexual assault and/or sexual threat. 'Cohabiting partner' includes current partner and previous partner. 'Boyfriend/girlfriend/date' relationships may have different levels of commitment and involvement that does not involve living together. For example, this will include persons who have had one date only, regular dating with no sexual involvement, or a serious sexual or emotional relationship. It excludes de facto relationships. This estimate has a relative standard error of 25% to 50% and should be used with caution. 'Other known person' includes all other known persons besides cohabiting partner and boyfriend/girlfriend/date. Components are not able to be added together to produce a total. Where a person has experienced sexual violence by more than one type of perpetrator, they are counted separately for each perpetrator type but are counted only once in the aggregated total. Source: Australian Bureau of Statistics

This dataset includes all valid felony, misdemeanor, and violation crimes reported to the New York City Police Department (NYPD) for all complete quarters so far this year (2016). For additional details, please see the attached data dictionary in the ‘About’ section.

This dataset relates to the number of women aged 18 years and over who experienced sexual violence in the previous 12 months by the relationship to all perpetrators (estimate). Cells in this table have been randomly adjusted to avoid the release of confidential data. Discrepancies may occur between sums of the component items and totals. The definition of 'sexual violence' includes sexual assault and/or sexual threat. 'Cohabiting partner' includes current partner and previous partner. 'Boyfriend/girlfriend/date' relationships may have different levels of commitment and involvement that does not involve living together. For example, this will include persons who have had one date only, regular dating with no sexual involvement, or a serious sexual or emotional relationship. It excludes de facto relationships. This estimate has a relative standard error of 25% to 50% and should be used with caution. 'Other known person' includes all other known persons besides cohabiting partner and boyfriend/girlfriend/date. Components are not able to be added together to produce a total. Where a person has experienced sexual violence by more than one type of perpetrator, they are counted separately for each perpetrator type but are counted only once in the aggregated total. Source: Australian Bureau of Statistics

The primary research objective of this study was to examine the prevalence, nature, and reporting of various types of sexual assault experienced by university students in an effort to inform the development of targeted intervention strategies. In addition, the study had two service-oriented objectives: (1) to educate students about various types of sexual assault, how they can maximize their safety, and what they can do if they or someone they know has been victimized and (2) to provide students with information about the campus and community resources that are available should they need assistance or have any concerns or questions. The study involved a Web-based survey of random samples of undergraduate students at two large public universities, one located in the South (University 1) and one located in the Midwest (University 2). Researchers drew random samples of students aged 18-25 and enrolled at least three-quarters' time at each university to participate in the study. The survey was administered in the winter of 2005-2006, and a total of 5,446 undergraduate women and 1,375 undergraduate men participated for a grand total of 6,821 respondents. Sampled students were sent an initial recruitment e-mail that described the study, provided a unique study ID number, and included a hyperlink to the study Web site. During each of the following weeks, students who had not completed the survey were sent follow-up e-mails and a hard-copy letter encouraging them to participate. The survey was administered anonymously and was designed to be completed in an average of 15 minutes. Respondents were provided with a survey completion code that, when entered with their study ID number at a separate Web site, enabled them to obtain a $10 Amazon.com gift certificate. The survey was divided into six modules. The Background Information module included survey items on demographics, school classification (year of study, year of enrollment, transfer status), residential characteristics, academic performance, and school involvement. An Alcohol and Other Drug Use module generated a number of measures of alcohol and drug use, and related substance use behaviors. A Dating module included items on sexual orientation, dating, consensual sexual activity, and dating violence. The Experiences module was developed after extensive reviews of past surveys of sexual assault and generated information on physically forced sexual assault and incapacitated sexual assault. For both physically forced and incapacitated sexual assault, information was collected on completed and attempted assaults experienced before entering college and since entering college. For male respondents, a Behaviors module asking about the perpetration of the same types of sexual assault covered in the Experiences module was included. The final module of the survey covered attitudes about sexual assault and attitudes about the survey. The data file contains 747 variables.

This Sexual Assault Among Latinas (SALAS) study was designed to examine interpersonal victimization among a national sample of Latino women, particularly focusing on help-seeking behaviors, culturally relevant factors, and psychosocial impacts. A national sample of 2,000 adult Latino women living in the United States participated in the study. An experienced survey research firm with specialization in doing surveys that ask about sensitive subjects conducted interviews between May 28, 2008 and September 3, 2008 using a Computer Assisted Telephone Interview (CATI) system. The data contain a total of 1,388 variables including demographics, victimization history, help-seeking efforts, mental health status, and religious behavior and beliefs variables.

The purpose of this study was to better understand the problem of sexual assault among African American women in Maryland, assess their use of available resources in response to sexual assault, and explore their use of alternative sources of care. Researchers interviewed 223 female victims of sexual assault (Part 1 and Part 2) between January 2004 and July 2005 and conducted 21 focus groups (Part 3) with sexual assault resource service providers between 2003 and 2006. Criteria for inclusion in the interview component (Part 1 and Part 2) of the study included: African American or Caucasian female, aged 18 and over, resident of Maryland, and victim of sexual assault. There were four streams of recruitment for the interview portion of the study: Victims receiving services at one of 18 rape crisis centers located throughout the state of Maryland; Community outreach sessions conducted by rape crisis center community educators; Through community service providers, including those working in domestic violence centers, forensic nurse examiners (SAFE programs), probation and parole offices, reproductive health centers, county health departments, community services agencies, Historically Black Colleges and Universities, and local colleges; and Through three detention centers housing female inmates. For Part 3 (Focus Group Qualitative Data), rape crisis center representatives and other community service provider representatives received a letter informing them that a focus group was going to be conducted at the end of their study training session and asked them for their participation. Part 1 (Victim Quantitative Data) includes items in the following categories: Personal Demographics, Details of the Sexual Assault, Medical Care, Law Enforcement, Prosecution/Court Process, Sexual Assault Center Services, Other Counseling Services, and Recommendations for Improvement. Part 2 (Victim Qualitative Data) includes responses to selected questions from Part 1. The data are organized by question, not by respondent. Part 3 (Focus Group Qualitative Data) includes questions on the needs of African American women who have been sexually assaulted, whether their needs are different from those of women of other racial/ethnic backgrounds, unique barriers to reporting sexual assault to police for African American women and their treatment by the criminal justice system, unique issues concerning the use of available resources by African American women, such as post-rape medical care and counseling services, and recommendations on how the state of Maryland could improve services for African American women who are the victims of sexual assault.

The FRA survey on violence against women is based on face-to-face interviews with 42,000 women across the EU. The survey was carried out between March and September 2012 and presents the most comprehensive survey worldwide on women’s experiences of violence. The survey asked women about their experiences of physical, sexual and psychological violence, including domestic violence, since the age of 15 and over the 12 months before the interview. Questions were also asked about incidents of stalking, sexual harassment, and the role played by new technologies in women’s experiences of abuse. In addition, the survey asked about respondents’ experiences of violence in childhood.

The dataset of the FRA violence against women survey is stored with the UK Data Service, which is a recognised international service that is widely used by governmental and non-governmental institutions that produce survey data. The dataset is available free of charge after registration with the service under a Special Licence in various formats. Please visit the page of the dataset on the UK Data Service website to find a description of the dataset and the accompanying documents.

This dataset contains the tweet ids of 1,482,343 tweets with the hashtag #believesurvivors. This collection is a subset of the Schlesinger Library #metoo Digital Media Collection, and contains tweets published between October 15, 2017 and March 31, 2020.Tweets between October 15, 2017 and December 10, 2018 were licensed from Twitter's Historical PowerTrack and received through GNIP. Tweets after December 10, 2018 were collected weekly from the Twitter API through Social Feed Manager using the POST statuses/filter method of the Twitter Stream API.Please note that this is VERSION 1 of the dataset. New versions with updated data will be submitted at the end of each quarter.Because of the size of the files, the list of identifiers are split in 2 files containing 1,000,000 ids each.Per Twitter’s Developer Policy, tweet ids may be publicly shared for academic purposes; tweets may not. Therefore, this dataset only contains tweet ids. In order to retrieve tweets still available (not deleted by users) tools like Hydrator are availableThere are similar subsets related to the Schlesinger Library #metoo Digital Media Collection available in this dataverse

This dataset contains the tweet ids of 464,168 tweets, including tweets between April 1, 2021 and June 30, 2021. This collection is a subset of the Schlesinger Library #metoo Digital Media Collection.These tweets were collected weekly from the Twitter API through Social Feed Manager using the POST statuses/filter method of the Twitter Stream API.Please note that there will be no updates to this dataset.The following list of terms includes the hashtags used to collect data for this dataset: #metoo, #timesup, #metoostem, #sciencetoo, #metoophd, #shittymediamen, #churchtoo, #ustoo, #metooMVMT, #ARmetoo, #TimesUpAR, #metooSociology, #metooSexScience, #timesupAcademia, and #metooMedicine.Be aware that previous quarters (up to the first quarter of 2020) only include one hashtag: #metoo.Per Twitter's Developer Policy, tweet ids may be publicly shared for academic purposes; tweets may not. Therefore, this dataset only contains tweet ids. In order to retrieve tweets that are still available (not deleted by users) tools like Hydrator are available.There are similar subsets related to the Schlesinger Library #metoo Digital Media Collection available by quarter, as well as a full dataset with a larger corpus of hashtags.