• Title/Summary/Keyword: YouTube data

Search Result 179, Processing Time 0.025 seconds

Network Analysis of Keywords Related to Korean Nurse: Focusing on YouTube Video Titles (국내 간호사 관련 동영상 키워드의 네트워크 분석: 유튜브 동영상 제목을 중심으로)

  • Lee, Dongkyun;Lee, Youngjin;Lee, Bogyeong;Kim, Sujin;Park, Haejin;Bae, Sun Hyoung
    • Journal of Korean Academic Society of Home Health Care Nursing
    • /
    • v.29 no.3
    • /
    • pp.278-287
    • /
    • 2022
  • Purpose: To analyze Korean nurse-related channels and video titles on YouTube, the world's largest online video sharing and social media platform, to clarify public opinion and image of nurses. We seek utilization strategies and measures through current status analysis. Methods: Data is collected by crawling video information related to Korean nurses, and correlation is analyzed with frequent word analysis and keyword network analysis. Results: Through the YouTube algorithm, 2,273 videos of 'Nurse' were analyzed in order of recent views, relevance, and rating, and 2,912 videos searched for with the keyword 'Nurse + Hospital, COVID-19, Awareness, University, National Examination' were analyzed. Numerous videos were uploaded, and nursing work that was uploaded in the form of a vlog recorded a high number of views. Conclusion: We could see if the YouTube video shows images of nurses. It has been confirmed that various information is being exchanged rather than information just for promotional purposes.

Evaluation of YouTube videos as sources of information about complex regional pain syndrome

  • Altun, Aylin;Askin, Ayhan;Sengul, Ilker;Aghazada, Nazrin;Aydin, Yagmur
    • The Korean Journal of Pain
    • /
    • v.35 no.3
    • /
    • pp.319-326
    • /
    • 2022
  • Background: As the internet usage becomes easily accessible, the patients are more frequently searching about diseases and medical/non-medical treatments. Considering that complex regional pain syndrome (CRPS) is a debilitating disease, it is important to check the information that patients are accessing. Therefore, this study aimed to investigate the reliability, sufficiency, and accuracy of the YouTube videos about CRPS. Methods: This study is a descriptive research which is derived by searching videos using the keyword 'complex regional pain syndrome' on YouTube. Relevance-based sequencing was used to sort the videos. Sources and video parameters were documented. To evaluate the accuracy, reliability and content quality of the videos, Global Quality Score, Journal of American Medical Association Benchmark Criteria and Modified DISCERN Questionnaire scales were used. Results: A total of 167 videos were included in this study. The majority of the videos originated from USA (80.2%, n = 134). The median number of views was 639 and the viewing rate was 73.3. Most of the videos had partially sufficient data and the interaction index viewing rate parameters for videos with high content quality were greater than videos with low content quality (P = 0.010, P = 0.014). Conclusions: Our results showed that videos about CRPS on YouTube mostly had partially sufficient data and include intermediate-high quality contents. Moreover, high-content quality videos had higher viewing rates, interaction indexes, number of likes, longer durations, as well as better reliability and accuracy scores. Videos with high quality and reliable content are needed to reduce misinformation about CRPS.

Analysis of YouTube Trending Video Dataset by Country and Category (YouTube 인기 급상승 동영상 데이터셋의 국가별-카테고리별 분석)

  • Jung, Jimin;Kim, Seungjin;Jung, Sungwook;Lee, Dongyun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2022.05a
    • /
    • pp.209-211
    • /
    • 2022
  • YouTube, a video platform used by millions of people worldwide, provides a rapidly growing video service. This study aims to understand the characteristics and cultural differences of each country using the Kaggle dataset, one of the public datasets, and to show the usefulness of the public dataset. For this purpose, we analyze data from 11 countries, 15 categories, and about 1.1 million trending videos. This study adopts Python to obtain the number of videos by category for data analysis, the selection period of videos rapidly increasing in popularity, and the ratio of unique videos. In the future, based on machine learning, we plan to research to help diagnose individual videos and establish channel operation plans and strategies by predicting the selection possibility and selection period based on machine learning.

  • PDF

Veganism Represented in YouTube Fashion Contents (유튜브 패션 콘텐츠에 나타나는 비거니즘)

  • Jeong, Jiwoon;Chun, Jaehoon
    • Fashion & Textile Research Journal
    • /
    • v.23 no.1
    • /
    • pp.44-56
    • /
    • 2021
  • This study analyzes the fashion video content of vegan YouTubers in order to understand how the vegan message is being conveyed in media. This study collected data with NoxInfluencer and conducted a case study of the vegan fashion YouTube content. We collected 143 videos for analysis as follows. The characteristics of vegan fashion content were divided into six categories. First, fashion know-how consisted of YouTubers' explanation on vegan fashion, from styling to where to buy vegan and fair trade products. Second, fashion haul content showed second hand products as well as certified vegan fashion products. Third, fashion daily life focused on a day in the life of a vegan YouTuber, casually showcasing fashion in real life. Fourth, fashion products reviews were about vegan YouTubers' thoughts and concerns about various vegan fashion brands and products. Fifth, fashion coordination category consisted of Lookbooks according to seasons. Last, the fashion entertainment category showed YouTubers challenging themselves to dress outside of their comfort zone. The content of the message was distinguished by consumption methods and aesthetic interaction. Also, vegan YouTubers were always anticipating the possibility of appealing to a wider demographic. This study differs from existing studies because it analyzed fashion YouTube content in order to understand the spread of a vegan message in the media environment. This study has its significance in suggesting the direction that the vegan community should take in delivering vegan messages in the future.

A Study on the e-Learning Revitalization Plan to Improve the Quality University Education : Focused on the YouTube Learning Contents (대학교육의 질 제고를 위한 이러닝 활성화 방안 연구 : 유튜브 러닝 콘텐츠 사례를 중심으로)

  • Bae, Jae-Hong;Shin, Ho-Young
    • Journal of the Korea Convergence Society
    • /
    • v.11 no.7
    • /
    • pp.309-317
    • /
    • 2020
  • The purpose of this study was conducted in two stages for university students at K and Y universities in Gyeongsangbuk-do to examine the factors affecting their use intention to use YouTube learning contents due to any of the factors of YouTube learning contents characteristics. Based on the results of the first survey, the measurement items were organized and based on this, second survey was conducted on the use intention of YouTube learning content learners. As a result, it was found that content diversity, content simplicity, content quality, interactivity, and ease of use influenced use intention. Among them, content diversity was found to have the most influence on use intention than others. This study is expected to be used as a basic research data necessary to activate e-learning in the current university and to enhance the learning effect by researching YouTube which is a new learning trend of university students.

YouTube Channel Ranking Scheme based on Hidden Qualitative Information Analysis (유튜브 은닉 질적 정보 분석 기반 유튜브 채널 랭킹 기법)

  • Lee, Ji Hyeon;Oh, Hayoung
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.23 no.7
    • /
    • pp.757-763
    • /
    • 2019
  • Youtube has become so popular that it is called the age of YouTube. As the number of users and contents increase, the choice of information increases. However, it is difficult to select information that meets the needs of users. YouTube provides recommendations based on their watch list. Therefore, in this study, we want to analyze the channel of user's subject in various angles and provide the proposed scheme based on the crawled channels, measurement of the perception of channels and channel videos through quantitative data and hidden qualitative data analysis. Based on the above two data analysis, it is possible to know the recognition of the channel and the recognition of the channel video, thereby providing a ranking of the channels that deal with the topic. Finally, as a case study, we recommend English learning channels to users based on numerical data statistics and emotional analysis results to maximize flipped learning effect regardless of time and space.

A Study on the Diffusion of Chinese Creator's Contents among Korean YouTube Users: Using Social Network Analysis of Creator Fengtimo's YouTube Video Network (중국 크리에이터 영상콘텐츠의 국내 소비에 대한 네트워크 구조와 확산 영향요인 연구 - '펑티모' 동영상의 유튜브 비디오 네트워크 분석을 중심으로 -)

  • Son, Jaeyoung
    • Korean Association of Arts Management
    • /
    • no.57
    • /
    • pp.59-84
    • /
    • 2021
  • This study examined the structure of YouTube video network and the factors for the diffusion of Chinese creator's videos through the case of famous Chinese creator Fengtimo. There is few interest to the diffusion of Chinese contents among Korean researchers, while they have been studied the consumption of Hallyu(Korean wave) contents overseas. Using the data that YouTube Data API offers, this study analysed the video network that the comments of which are same users with NodeXL tools and the regression model with JASP tools. The study found that there are three groups of the YouTube channels of that network. They are domestic official accounts of Fengtimo, foreign officail accounts of Fengtimo and individual creators' accounts. The official accounts share the videos of Fengtimo's songs and entertainment contents for the fans, where the individual creators share their own meme videos(UGC). The significant factors for the diffusion in the YouTube video network are comments, likes, out-degree, dislikes, in-degree and betweenness centrality. There are significant difference between official channel and indivisual groups on the views. And degree and betweenness centrality have mediating effect. It is necessary to conduct more research on that subject with many other cases if we want to get to know the generalized explanation.

Analysis of characteristics of YouTube video contents for the development of pattern drafting video (패턴제작 교육용 영상콘텐츠 개발을 위한 유튜브 영상 현황 분석)

  • Kang, Yeo Sun
    • The Research Journal of the Costume Culture
    • /
    • v.27 no.6
    • /
    • pp.599-614
    • /
    • 2019
  • The aim of this study to provide basic reference data for the development of video contents used in pattern drafting education and to explore the possibility of utilizing YouTube videos in such education. Subject videos were selected using the number of views. A total of 596 videos and 28 channels were analyzed for the period July to September 2019 and the results are as follows. With regard to content, there were 27 pattern drafting items, the majority being dress, pants, skirt, blouse and sleeve drafting, although high-level content such as cowl, bustier, corset patterns were also available. Therefore, there is a high likelihood that YouTube videos could be used as educational material, especially as supplementary references to provide specific examples and easy explanations for difficult concepts or method, for students majoring in this field. However, as most videos currently focus on a few items, expanding video content to features a wider variety of clothing items at different levels is necessary. With regard to video length, it mostly ranged from 10 to 15 minutes. It is not advisable to create lengthy lecture-style videos expounding on different principles or variations in pattern drafting when developing educational video material.

Relative competitiveness of department of dental hygiene and the effectiveness of admission promotion using the YouTube platform (국내 치위생(학)과의 경쟁력과 유튜브 플랫폼을 이용한 학과홍보의 효용성)

  • Jeon, Se-Jeong
    • Journal of Korean society of Dental Hygiene
    • /
    • v.21 no.4
    • /
    • pp.393-402
    • /
    • 2021
  • Objectives: As the school-age population continues to decline in Korea, the consolidation and abolition of departments continues with the economic logic. This study aimed to analyze the relative competitiveness of the department of dental hygiene and to investigate the effectiveness of the YouTube platform being used to promote admission. Methods: Using the admission result data provided by the Korea council for university education, the new student competition rate and recruitment rate of the department of dental hygiene were compared with those of the departments of natural sciences and all other departments. Also, the effect of YouTube channel operation on them was analyzed. Results: The department of dental hygiene showed a slight advantage but it was not particularly the case compared to other departments of natural sciences. The promotion using YouTube did not have any significant effects. Conclusions: Considering that the school-age population will rapidly decrease in the future, more active strategies are needed.

YouTube as an information source for instrument separation in root canal treatment

  • Yagiz Ozbay;Neslihan Yilmaz Cirakoglu
    • Restorative Dentistry and Endodontics
    • /
    • v.46 no.1
    • /
    • pp.8.1-8.7
    • /
    • 2021
  • Objectives: The reliability and educational quality of videos on YouTube for patients seeking information regarding instrument separation in root canal treatment were evaluated. Materials and Methods: YouTube was searched for videos on instrument separation in root canal treatment. Video content was scored based on reliability in terms of 3 categories (etiology, procedure, and prognosis) and based on video flow, quality, and educational usefulness using the Global Quality Score (GQS). Descriptive statistics were obtained and the data were analyzed using analysis of variance and the Kruskal-Wallis test. Results: The highest mean completeness scores were obtained for videos published by dentists or specialists (1.48 ± 1.06). There was no statistically significant difference among sources of upload in terms of content completeness. The highest mean GQS was found for videos published by dentists or specialists (1.82 ± 0.96), although there was no statistically significant correlation between GQS and the source of upload. Conclusions: Videos on YouTube have incomplete and low-quality content for patients who are concerned about instrument separation during endodontic treatment, or who experience this complication during endodontic treatment.