Examining what people tweet in relation to halal cosmetics-related topics

Sulaiman, Ainin; Feizollah, Ali; Anuar, Nor Badrul; Abdullah, Nor Aniza; Sahran, Muhammad Nur Firdaus

doi:10.1080/23311983.2020.1724593

Cited by 15 publications

(13 citation statements)

References 26 publications

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“…Word frequency can reflect trends in topics on Twitter [ 24 , 25 ]. After tokenization and removal of stop words and punctuation, all words were transformed to lowercase, labeled with a part-of-speech tag, and lemmatized.…”

Section: Methodsmentioning

confidence: 99%

Public Interest in Cosmetic Surgical and Minimally Invasive Plastic Procedures During the COVID-19 Pandemic: Infodemiology Study of Twitter Data

Wen-hui¹,

Wei²,

Cheng³

et al. 2021

J Med Internet Res

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Background The unprecedented COVID-19 pandemic has brought drastic changes to the field of plastic surgery. It is critical for stakeholders in this field to identify the changes in public interest in plastic procedures to be adequately prepared to meet the challenges of the pandemic. Objective The aim of this study is to examine tweets related to the public interest in plastic procedures during the COVID-19 pandemic and to help stakeholders in the field of plastic surgery adjust their practices and sustain their operations during the current difficult situation of the pandemic. Methods Using a web crawler, 73,963 publicly accessible tweets about the most common cosmetic surgical and minimally invasive plastic procedures were collected. The tweets were grouped into three phases, and the tweeting frequencies and Google Trends indices were examined. Tweeting frequency, sentiment, and word frequency analyses were performed with Python modules. Results Tweeting frequency increased by 24.0% in phase 2 and decreased by 9.1% in phase 3. Tweets about breast augmentation, liposuction, and abdominoplasty (“tummy tuck”) procedures consecutively increased over the three phases of the pandemic. Interest in Botox and chemical peel procedures revived first when the lockdown was lifted. The COVID-19 pandemic was associated with a negative impact on public sentiment about plastic procedures. The word frequency pattern significantly changed after phase 1 and then remained relatively stable. Conclusions According to Twitter data, the public maintained their interest in plastic procedures during the COVID-19 pandemic. Stakeholders should consider refocusing on breast augmentation, liposuction, and abdominoplasty procedures during the current phase of the pandemic. In the case of a second wave of COVID-19, stakeholders should prepare for a temporary surge of Botox and chemical peel procedures.

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Section: Methodsmentioning

confidence: 99%

Public Interest in Cosmetic Surgical and Minimally Invasive Plastic Procedures During the COVID-19 Pandemic: Infodemiology Study of Twitter Data

Wen-hui¹,

Wei²,

Cheng³

et al. 2021

J Med Internet Res

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“…Customers must confirm that the halal emblem on local items is genuine with the Malaysia standard (MS) number and the 10-digit document reference number, according to Dr. Sirajuddin Suhaimee, director of the Halal Hub division of Jakim (Malaysian Islamic development agency). Customers should seek for the international halal mark in the packaging of international cosmetic items before purchasing, and JAKIM should identify the logo (Ainin et al, 2020). (Yusoff and Sarjoon, 2017).…”

Section: Halal Cosmetic Industry In Malaysiamentioning

confidence: 99%

Trends and Growth of Halal Cosmetic Industry in Malaysia

Naseri¹,

Abdullah²

2022

IJARBSS

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The halal industry has emerged as a new sector in the world economy, establishing a strong presence in various developed countries. This paper aims to study the growth of halal cosmetic industry and to outline the current trends of halal cosmetic industry in Malaysia. Consumers still have misperception of halal and a little knowledge about it that led to misunderstand of halal products. The data specified that halal cosmetic market is rapidly on the rise in its market value aligned with the rising of Muslim population. In recent years, the halal industry has expanded beyond food and continues to unlock the economic potential of halal cosmetic. Halal certified cosmetic and personal care products has led to a significant impact of global economy.

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“…Selain itu [16] juga menganalisis sentimen twitter menggunakan PAM clustering, sedangkan [17] menggunakan Deep Learning Algorithms untuk mengelompokkan emosi yang muncul dalam tweet. Lebih lanjut, secara spesifik [18] mengevaluasi kehalalan produk kosmetik yang mencakup brand dan negara asal tweet. Bahkan kajian halal teradap tweet berbahasa indonesia juga telah dilakukan [19] untuk mengetahui kata-kata yang berkaitan erat dengan kehalalan suatu produk menurut warganet.…”

Section: Pendahuluanunclassified

Pemetaan Kata Kunci dan Polaritas Sentimen Pengguna Twitter Terhadap Kehalalan Produk

Hidayat

Ardiansyah

Arsil

et al. 2021

matrik

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Kehalalan menjadi trend dunia sehingga kehalalan menjadi standar mutu suatu produk terutama makanan dan minuman untuk konsumen muslim dan nonmuslim. Oleh karena itu penelitian ini bertujuan untuk memetakan kata kunci dan polaritas opini pengguna twitter terhadap kehalalan produk secara global. Data twitter digali dan dipersiapkan dengan text mining pada Rstudio yang selanjutnya dianalisis polaritas dengan naïve bayes classifier. Preprosesing data yang dilakukan meliputi penghapusan duplikasi tweet, tokenisasi, penghapusan stopword dan pencarian akar kata. Pemetaan kata kunci dilakukan dari hasil bar plot yang dihasilkan. Kata kunci ini memberikan gambaran apa saja yang diperhatikan oleh pengguna twitter yang berkaitan dengan kehalalan suatu produk terutama produk pangan Hasil penelitian menunjukkan bahwa kata kunci utama dari opini di twitter terkait kehalalan produk adalah produk, makanan, minuman, garansi, dan lingkungan. Selain itu polaritas opini menunjukkan bahwa trend kehalalan produk ini diapresiasi positif oleh mayoritas pengguna Twitter yakni sebsar 70%, 16% bersifat netral, dan lainnya negatif. Hal ini memberikan peluang usaha dalam bidang pangan halal di pasar global dan harapannya dapat memotivasi pengusaha untuk mensertifikasi halal produknya.

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Examining what people tweet in relation to halal cosmetics-related topics

Cited by 15 publications

References 26 publications

Public Interest in Cosmetic Surgical and Minimally Invasive Plastic Procedures During the COVID-19 Pandemic: Infodemiology Study of Twitter Data

Public Interest in Cosmetic Surgical and Minimally Invasive Plastic Procedures During the COVID-19 Pandemic: Infodemiology Study of Twitter Data

Trends and Growth of Halal Cosmetic Industry in Malaysia

Pemetaan Kata Kunci dan Polaritas Sentimen Pengguna Twitter Terhadap Kehalalan Produk

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