Upon an official report of a detained noncitizen death, ICE ERO makes official notifications to Congress, non-governmental organization stakeholders, and the media and posts a news release with relevant details on the public website within two business days, per agency policy. This information may be accessed via the ICE Newsroom. Additionally, Congressional requirements described in the DHS Appropriations Bill (2018) require ICE to make public all reports regarding an in-custody death within 90 days. These reports may be accessed via ICE's Detainee Death Reporting web page.

Background:  Snakebite envenoming is a well-known medical emergency in the Terai of Nepal in particular. However, there is an epidemiological knowledge gap. The news media data available online provide substantial information on envenomings. Assessing this information can be a pristine approach for understanding snakebite epidemiology and conducting knowledge-based interventions. We firstly analyzed news media-reported quantitative information on conditions under which bites occur, treatment-seeking behavior of victims, and outcomes of snakebite envenomings in Nepal.


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Methodology/principal findings:  We analyzed 308 Nepalese snakebite envenomed cases reported in 199 news media articles published between 2010 and 2022 using descriptive statistics, Wilcoxon, and Chi-square tests to know why and how victims were bitten, their treatment-seeking behavior, and the outcomes. These envenomated cases known with substantial information represented 48 districts (mostly located in the Terai region) of Nepal. These envenomings mostly occurred in residential areas affecting children. Generally, envenomings among males and females were not significantly different. But, in residential areas, females were more envenomed than males. Further, victims' extremities were often exposed to venomous snakebites while their active status and these episodes often occurred at night while victims were passive during snakebites indoors and immediate surroundings of houses. Snakebite deaths were less among referred than non-referred cases, males than females, and while active than passive conditions of victims.

News classification is the process of grouping different news documents into specific categories. In natural language processing (NLP), one of the major problems is news classification. Day-by-day lots of news is generated from different news portals, and it is difficult to consign the specific types of news from that portal. As users want to read specific categories of news automatically, it is necessary to consign the news into respective classes. Text classification has been done by using different machine learning algorithms like support vector machine (SVM), long short-term memory (LSTM), and naive Bayes. However, for Nepali news classification tasks, bidirectional encoder representations from transformers (BERT) have not been thoroughly scrutinized these days. In this research, five separate news portals are used for news collection, and their classification accuracies are compared. A BERT-based deep neural network is used for the classification of the news and compares it with LSTM, BiLSTM, GRU, and BiGRU based on a neural network using parameter accuracy, precision, recall, and F1-score. BERT model outperforms other models with an accuracy of 95%.

After some time, things improved. I started to work with MF Radio and I received journalism training. This transformed my career. In 2007 I started to work with the national newspapers such as the Himalkhabar Patrika and the Natya Patrika national daily, and also weekly newspapers based in Kathmandu. I joined Himalmedia as a full-time reporter and I spent almost five years there.

The main reasons why Nepali news media struggle to cover climate change are lack of knowledge and understanding of the issue and weak resources. However, climate coverage has been increasing in the last five years. Ten years ago, the phrase 'climate change' was something new. Nowadays journalists know what it is and have started to cover climate issues, but it is not enough.

These items are in the RSS feed format (Really Simple Syndication) based on categories such as topics, locations, and more. You can install and RSS reader browser extension, software, or use a third-party service to receive immediate news updates depending on the feed that you have added. If you click the feed links below, they may look strange because they are simply XML code. An RSS reader can easily read this code and push out a notification to you when something new is posted to our site. ff782bc1db

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