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This article presents two Brazilian Portuguese corpora collected from different media concerning public security issues in a specific location. The primary motivation is supporting analyses, so security authorities can make appropriate decisions about their actions.

The corpora were obtained through web scraping from a newspaper's website and tweets from a Brazilian metropolitan region. Natural language processing was applied considering: text cleaning, lemmatization, summarization, part-of-speech and dependencies parsing, named entities recognition, and topic modeling.

Several results were obtained based on the methodology used, highlighting some: an example of a summarization using an automated process; dependency parsing; the most common topics in each corpus; the forty named entities and the most common slogans were extracted, highlighting those linked to public security.

Some critical tasks were identified for the research perspective, related to the applied methodology: the treatment of noise from obtaining news on their source websites, passing through textual elements quite present in social network posts such as abbreviations, emojis/emoticons, and even writing errors; the treatment of subjectivity, to eliminate noise from irony and sarcasm; the search for authentic news of issues within the target domain. All these tasks aim to improve the process to enable interested authorities to perform accurate analyses.

The corpora dedicated to the public security domain enable several analyses, such as mining public opinion on security actions in a given location; understanding criminals' behaviors reported in the news or even on social networks and drawing their attitudes timeline; detecting movements that may cause damage to public property and people welfare through texts from social networks; extracting the history and repercussions of police actions, crossing news with records on social networks; among many other possibilities.

The work on behalf of the corpora reported in this text represents one of the first initiatives to create textual bases in Portuguese, dedicated to Brazil's specific public security domain.

This chapter emphasizes the interconnectedness of legal frameworks, socio-cultural norms, and policy interventions in forging a more inclusive and just society for girls and women. Despite substantial strides, gender disparities still persist across the Western world, highlighting the need for targeted actions. The chapter explores the “glass ceiling” phenomenon, the wage gap, gender-based violence, emphasizing their persistence, and the imperative of transformative policies. Shifting focus to the East, the narrative navigates through distinct trajectories of women’s rights advocacy. Religious beliefs have historically reinforced gender inequality in some Eastern societies, shaping cultural norms and limiting women’s public participation. In the context of Islam, varying interpretations have led to differing perspectives on gender roles. The chapter showcases instances of progress, such as Saudi Arabian women gaining voting rights, while acknowledging enduring challenges like female genital mutilation and forced marriages. In the conclusion part, the chapter highlights the need for sustained efforts to dismantle barriers and elevate women’s voices, fostering a global landscape marked by gender equality and women’s empowerment.

This chapter provides a close reading and critical analysis of work by two New York City-based Afro-Dominican artists, Joiri Minaya (1990) and Josefina Báez (1960). The author argues that Báez' “Carmen FotonovelARTE” (2020) and Minaya's “Containers” series (2015–2020) play with the trope of repose and mixed-race beauty to chart pathways of Afro-Latina representation that are shaped by yet that radically challenge the colonial script of the mulata. The artists create a space of refusal that transforms repose into a powerful site from which to articulate, problematize, and dismantle oppressive, reductive systems of representation.

Before COVID-19, Kenya was among the countries in sub-Saharan Africa already dealing with high Gender-Based Violence (GBV) issues. Kenya had experienced prior convoluted emergencies and endemics, which had an inordinate impingement on women and girls that heightened their vulnerability to GBV. The Kenyan Ministry of Public Service and Gender reported that in 2020, there was an increase of 36% in GBV cases (Roy et al., 2021). COVID-19 had a devastating effect in rural communities, whereby women were most impacted. This study aims to understand the lessons learned from public leaders in implementing policies that could address GBV through better leadership approaches.

This is an exploratory-qualitative study in which six participants comprised of policymakers or government representatives that were interviewed in semi-structured interviews.

The qualitative narratives provided evidence that suggests a complex relationship between the COVID-19 lockdowns and movement restrictions policies and played a direct factor in the rise in GBV in vulnerable populations. The individual country policies and sectoral policies varied in how vulnerable women's needs were addressed, which led to diverse socioeconomic and health consequences.

This research delineates the impacts of the failure of Kenyan leaders to implement gender focused COVID-19 policies and guidelines that considered the physical, mental, violence and the economic impact such emergencies have on women and girls in rural communities.