Sentimental Tweets Classification of Symptomatic COVID 19

The approach I described is straightforward, related to COVID-19 SARS based tweets and the symptoms, that people tweet about. Also, social media mining for health application reports was shared in many different tasks of 2021. The motto at the back of this observe is to analyses tweets of COVID-19 based symptoms. By performing BERT model and text classification with XLNET with which uses to classify text and purpose of the texts (i.e.) tweets. So that I can get a deep understanding of the texts. When developing the system, I used two models the XLNet and DistilBERT for the text sorting task, but the outcome was XLNET out-performs the given approach to the best accuracy achieved. Now I discover a whole lot vital for as it should be categorizing tweets as encompassing self-said COVID-19 indications. Whether or not a tweets associated with COVID-19 is a non-public report or an information point out to the virus. Which gives test accuracy to an F1 score of 96%.

Who is a Competent Person?

SAMREC (The South African Code for the Reporting of Exploration Results, Mineral Resources and Mineral Reserves) Clause 7 notes that 'Documentation detailing Exploration Results, Mineral Resources and Mineral Reserves from which a Public Report is prepared must be prepared by, or under the direction of, and signed by a Competent Person.' Similar statements with respect to Competent Valuators (CVs) and Qualified Reserves Evaluators (QREs) are contained in the SAMVAL (South African Code for the Reporting of Mineral Asset Valuations) and SAMOG (South African Code for the Reporting of Oil & Gas Resources) codes respectively. What does it mean to be a Competent Person (CP) in the context of compiling/signing-off on SAMCODE (South African Mineral Code) compliant documents? What do the registration and experience requirements mean? Who is ultimately responsible for the report and what does such responsibility prescribe?

OPTIMIZATION OF PROSECUTORS COMMISSIONS SUPERVISORY FUNCTION IN DEALING WITH COMPLAINT ABOUT PROSECUTORS PERFORMANCE

After about 15 (fifteen) years of its formation, the Prosecutors Commission is deemed not optimal in its performance of duties, especially in dealing with public report or complaint, considering that the provisions of Article 4 item a and b Presidential Regulation on Prosecutors Commission that is the basis for the Prosecutors Commission to perform its duties as set forth in Article 3 Presidential Regulation concerning Prosecutors Commission causes multiple interpretations that, according to the provisions of Article 4 item a in performance of its duties of supervising, monitoring and assessing the performance and behaviors of prosecutors and/or employees of Prosecutor Office, the Prosecutors Commission has the authority to accept and follow up public reports or complaints, the extent of the Prosecutors Commissions authority to follow up public reports or complaints are not clearly regulated. However, according to the provisions of Article 4 item b, it is the Prosecutors Commissions authority to forward public reports or complaints to the Attorney General for follow-up. According to the provisions of Article 10 Presidential Regulation No. 18 of 2011 concerning Prosecutors Commission, the Prosecutors Commission has the right to participate in the hearing of a case which attracts public attention. Therefore, the Prosecutors Commission needs to make efforts to optimize its duties performance in dealing with public complaints, for example, by using the concept of the progressive law theory popularized by Satjipto Raharjo, that in progressive law application, law is not enforced according to the letter, but according to the very meaning of laws or regulations in a broad sense. Similarly, in performance of the Prosecutors Commissions authority in dealing with complaints, in which the authority is deemed to have weaknesses, the Prosecutors Commission cannot perform its functions optimally as an external supervisory agency. All this time, the Prosecutors Commission, in dealing with complaints, only focuses on reviewing the substance of complaint without performing functional supervisory activities such as monitoring, data collection, inspection and review. The reason is since the Prosecutors Commission has not applied the progressive law, while in dealing with public complaints related to cases which attract public attention, the Prosecutors Commission should have the psychology and morality to position itself as the avant-garde in dealing with cases which attract public attention, so as to give justice to the people in dealing with cases transparently and accountably. As a concrete measure of optimizing its duty performance, the Prosecutors Commission has internally amended the Prosecutors Commission regulations which are deemed not conforming to the progressive law, such as the amendment to the provisions of Article 1 point 14 of Prosecutors Commission Regulation number PER-05/KK/04/2012. In addition, the progressive law should be applied to Prosecutors Commissions preventive supervision by participating in the hearing of important cases dealt with by Prosecutors, either directly or by using technology, such as attending a hearing online, thus the presence of the Prosecutors Commission will be felt better, which means that the purpose of the Prosecutors Commission formation as an external supervisory agency for better transparency and accountability is achieved.

Self-regulation and corporate sustainability in the brewing industry: a proposal for sustainability certification for small brewers in Ontario

Recent growth within the craft brewing industry has increased employment and economic growth in Ontario, and has also raised social and environmental concerns. The purpose of this thesis was to explore the application of a self-regulatory model within the Ontario craft brewing industry to improve sustainability performance. Based on a literature review, two content analyses, interviews with craft breweries, and interviews with sustainability certification administrators, the viability, content, and organization of a self-regulatory model has been considered. Findings suggest that a sustainability certification scheme grounded in a public report may be a viable governance mechanism for craft breweries in Ontario to adopt, and may result in improved sustainability performance within firms. A proposal for a guideline, requirements, and a list of indicators for a sustainability certification scheme is presented.

Self-regulation and corporate sustainability in the brewing industry: a proposal for sustainability certification for small brewers in Ontario

Recent growth within the craft brewing industry has increased employment and economic growth in Ontario, and has also raised social and environmental concerns. The purpose of this thesis was to explore the application of a self-regulatory model within the Ontario craft brewing industry to improve sustainability performance. Based on a literature review, two content analyses, interviews with craft breweries, and interviews with sustainability certification administrators, the viability, content, and organization of a self-regulatory model has been considered. Findings suggest that a sustainability certification scheme grounded in a public report may be a viable governance mechanism for craft breweries in Ontario to adopt, and may result in improved sustainability performance within firms. A proposal for a guideline, requirements, and a list of indicators for a sustainability certification scheme is presented.

Masculinity and Femininity in Yuriko Koike's Speech Style

This study aims at describing Yuriko Koike’s speech style in conducting verbal interaction in public in relation to her profession as a politician and the Governor of Tokyo. In relation to gender stereotypes, women have a feminine speech style while men have a masculine speech style. The activities as a woman politician and leader will indeed affect Yuriko Koike’s language use in public communication, whether she fully incorporates a feminine style or also employs a masculine style. The data of this study is Yuriko Koike’s utterances in verbal interaction taken from YouTube, comprising informal talk shows, formal talk shows, and press conferences. The data are analyzed with the theories of gender and language, as well as speech style, proposed by Holmes and Stubbe (2003) and Talbot (2003). From the data obtained, it can be deduced that Yuriko Koike’s speech style is androgynous, which combines masculine and feminine speech styles. Her speech style, therefore, does not reflect the stereotypical style of the traditional Japanese women, which is polite, soft, unassertive, and indirect. Instead, Yuriko Koike is the depiction of the deconstruction of Japanese women’s communication today, by which she shows herself as a respected leader to her political opponents. Koike generally has a communication style of a leader, that is public, report, lecturing, referentially oriented, problem-solving, dominating, and task/outcome-oriented. Specifically, her masculine speech style includes direct, competitive, independent-autonomy, and dominant, while her feminine styles were effectively oriented-sympathy, rapport, intimacy-connection, collaborative, and supportive feedback.Keywords: speech style; feminine; masculine; Yuriko Koike

Information Documents of Executives: Problems of Identification and Description

The article considers the system of information documents of the executives. It is shown that genre forms used in public administration for the purpose of informing are numerous. Many of these forms lack clear genre nominations, which explains the fact that researchers substitute genre nominations by names of the issues in which the informative documents are published. The author characterizes the information genres, which are in major demand with state administration: public report, press release and briefing materials. The article reveals that public report reflects information about the officials' actions or about the actual state of affairs with the relevant government agency; by its structure, it is a standardized text with language units typical of business communication. Press release is a short message about productive work of the authorities, aimed at shaping their positive image; its distinguishing feature is the use of emotionally and expressively colored lexical units and stylistic expressive means. The genre of briefing materials, along with the key objective – to inform, employs an additional setting for popularization of legal information, and hence a wide range of visual tools (tables, charts, flowcharts, fonts, colours, etc.). The author assumes that the contents and the instructive appeal of certain fragments of information genres make them close to the enacting documents genres, although their means of expressing style features are different.

Responsible Communication of Romanian Companies for Ensuring Public Health in a COVID-19 Pandemic Context

The COVID-19 pandemic has forced companies to respond to the threat of this risk and innovate in corporate governance. In order to reduce the risk of illness, one of the most applied measures by all companies was social distancing, but to avoid human interaction, companies had to adapt their communication strategies. The objective of the paper is to assess the risk management of Romanian-listed companies associated with COVID-19 focusing on their business communication with shareholders and stakeholders. To emphasis the communication we have chosen to analyze all public reports during the state of emergency of the companies listed on the main market at the Bucharest Stock Exchange. The empirical analysis consists of a panel data econometric model using maximum likelihood random-effects regression and a logistical regression to highlight the correlations between the dependent variables Public Reports and Business Continuity Plan and the analyzed independent variables. The study showed that in most cases, the companies had at least one public report, especially the one related to the annual shareholders meeting, a percentage of 21% of companies had two public reports, and only 17% of companies have published three or more reports. The companies that communicated the most were the ones belonging to the premium trading category, and the number of published reports was influenced by the communication evaluation indicator, profitability and by the announcement of the donations made.