For this question, you need to explain decisions about your investigation. A suitable research question for this investigation is: Does the sentiment of a headline depend on the section it's published in? For this investigation you will collect data using an app that takes random samples of headlines from one particular year and three different sections of the New Zealand Herald website. For each headline, the sentiment score is calculated (between -1.5 and +1.5) based on individual words. You need to decide which year (2017, 2018, 2019, 2020, 2021, or 2022) and which three sections you will investigate (New Zealand, Business, Sport, World, Lifestyle, and Entertainment). To help you make these decisions, go to the New Zealand Herald website (www.nzherald.co.nz) and have a look at the current headlines for the different sections. Identify one section for one year that you think will generally have a more negative sentiment than other sections for that year. Explain why you think this section has generally more negative headlines than others, being careful to discuss your reasons related to both the section and the year. Construct your answer using the following structure. Copy and paste it into the template and complete your answers accordingly.

Does the sentiment of a headline depend on the section it's published in? For this question, you need to reflect on the learning focus for this chapter (variation). Purposes + Decisions is one of the learning outcomes of this course. Consider how sentiment analysis could be used in the area that you are majoring/specialising in to help you explore variation. Write two or three sentences.

Context: 58Media International AustraliaEulalia Han and Halim RaneAbstractThis article examines the relationship between Australian press coverage of, and public opinion on, the Israel–Palestine conflict using a framing perspective. The first part of the study involves analysis of almost 10,000 articles published in The Australian and the Sydney Morning Herald between 2000 and 2010. The second part of the study is based on an online survey conducted with 1021 participants nationally. The main aim of this study is to identify the extent to which the issues deemed most central to resolving the conflict have been covered by the Australian press and the extent to which Australian public opinion is either reflective of this content or represents alternate views. The study found that respondents expressed perspectives inconsistent with prevalent news frames, including a close identification with the Palestinian narrative as well as views on a resolution of the conflict reflective of a concern for human rights and universal values. The Israel–Palestine conflict has raged for almost a century, has occupied a position at the top of the UN agenda since the United Nations’ inception in 1946 and continues to be the most significant issue in respect to Islam–West relations today. Consequently, it remains one of the most salient issues in the media and political discourse of even geographically distant countries like Australia. This article examines the relationship between Australian press coverage of, and public opinion concerning, the Israel–Palestine conflict. The two central aims are to identify the extent to which the issues deemed most central to resolving the conflict have been covered by the Australian press and the extent to which Australian public opinion on the conflict is either reflective of this content or represents alternate views.While the general consensus over the past couple of decades has tended to view the media as not having a significant impact on public opinion (McQuail, 2005) and public opinion as not significantly having impacted on the making of public policy (Weakliem, 2005), a number of studies have found political and media discourse to significantly impact on public opinion, specifically in terms of ‘misperceptions and misunderstanding’ of issues and events in relation to ‘factually incorrect information’ (Morgan et al., 1991; Kull, 2003; Pedersen et al., 2006). Another perspective contends that the public are capable of deriving perspectives that do not parallel those put forth by government officials or the media (Zaller, 1994; Holsti, 2004). AUSTRALIAN PRESS AND PUBLIC OPINION ON THE ISRAEL–PALESTINE CONFLICT59No. 141 — November 2011 The Israel–Palestine conflictA number of studies have been conducted on the news coverage of the Israel–Palestine conflict. Generally, these studies address issues concerning accuracy and ob Explain

Which of the following items found in a newspaper is meant to express opinions and comment on the news?feature articlenews article editorialsidebar

You use Azure AI Language to perform sentiment analysis on a sentence. The confidence scores .04 positive, .36 neutral, and .60 negative are returned. What do these confidence scores indicate about the sentence sentiment? The document is positive.The document is neutral.The document is negative

At the beginning of each evening news broadcast, a local TV station invites viewers to respond to a question on a current issue via social media. At the end of the news program, results are shared with the audience. Many viewers would like to generalize the results to the geographical region where the news is broadcast. Which of the following is a potential source of bias in each night's results? I. Viewers with strong opinions about the current issue presented each night are more likely to respond via social media than viewers without strong opinions. II. The opinions of viewers of this television station's evening news broadcast are likely representative of the population in the geographical region where the local news is broadcast. III. Viewers with access to social media might not be representative of the population in the geographical region where the local news is broadcast. (A) I only (B) II only (C) III only (D) I and III (E) I, Il, and III