Profiling and clustering the global market for hijabistas: a Twitter text analytics approach

Saeed M, Grine F, Shafique I (2021) Integrating factors influencing hijab purchase intention among Muslim women. J Islam Mark 12(1):95–112 Shafee WH (2020) Approaches to the wardrobe challenges of Muslim women in the West. J Islam Mark 11(5):1155–1173 Slater S, Demangeot C (2021) Marketer acculturation to diversity needs: the case of modest fashion across two multicultural contexts. J Bus Res 134:702–715 Aune K, Lewis R, Molokotos-Liederman L (2021) Modest fashion in UK women’s working life: a report for employers, HR Professionals, Religious Organisations, and Policymakers, University of the Arts London and Coventry University Zaki RM, Kheir-El-Din A, Elseidi RI (2021) Islamic apparel brand personality model. J Islam Mark 14(2):484–503 Hassan SH, Ara H (2022) Thematic analysis of hijab fashion from Muslim clothing retailers perspective. J Islam Mark 13(11):2462–2479 Kavakci E, Kraeplin CR (2017) Religious beings in fashionable bodies: the online identity construction of hijabi social media personalities. Media Cult Soc 39(6):850–868 Krisjanous J, Allayarova N, Kadirov D (2022) Clothing of righteousness: exploring tensions of halal maternity wear on online apparel websites. J Islam Mark 13(5):1125–1142 Sumarliah E, Khan SZ, Khan RU (2022) Modest wear e-commerce: examining online purchase intent in Indonesia”. Res J Text Appar 26(1):90–108 Alanadoly AB, Salem SF (2022) Hijabista willingness to accept premium pricing: an analytical study of the effect of social and self-identity on hijab fashion brands satisfaction. J Islam Mark 13(1):227–245 Mazzoli V, Grazzini L, Donvito R, Aiello G (2019) Luxury and Twitter: an issue of the right words”. J Cetacean Res Manag 22(1):33–49 Mainolfi G, Vergura DT (2022) The influence of fashion blogger credibility, engagement and homophily on intentions to buy and e-WOM. Results of a binational study. J Fash Mark Manag 26(3):473–494 Pantano E, Giglio S, Dennis C (2019) Making sense of consumers’ tweets. Int J Retail Distrib Manag 47(9):915–927 Shen Z (2021) A persuasive eWOM model for increasing consumer engagement on social media: evidence from Irish fashion micro-influencers. J Res Interact Mark 15(2):181–199 Ahmed W, Bath PA, Demartini G (2017) Using Twitter as a data source: an overview of ethical, legal, and methodological challenges. Ethics Online Res 2:79–107 Giles DC (2018) Twitter as ‘Fundamental’: the obligatory use of social media by celebrities. Twenty-first century celebrity: fame in digital culture. Emerald Publishing, pp 77–104 Singh S, Chauhan A, Dhir S (2020) Analyzing the startup ecosystem of India: a Twitter analytics perspective. J Adv Manag Res 17(2):262–281 Valcarce de Veer V, Valdivia-Vizarreta P (2021) Approaching informal learning about #feminism on Twitter”. On the Horizon 29(4):160–173 Dinar Standard (2020) State of the global Islamic economy report 2020/21, available at: SalaamGateway.com Detterbeck K, Sciangula M (2019) Style and substance: the information-seeking behavior of fashion bloggers. The Meanings of Dress. Fairchild Books, p 49 Esteban-Santos L, García Medina I, Carey L, Bellido-Pérez E (2018) Fashion bloggers: communication tools for the fashion industry. J Fash Mark Manag 22(3):420–437 Blasi S, Brigato L, Sedita SR (2020) Eco-friendliness and fashion perceptual attributes of fashion brands: an analysis of consumers’ perceptions based on Twitter data mining. J Clean Prod 244:118701 Wanqi G (2021) Effects of parasocial interaction, brand credibility and product involvement on celebrity endorsement on microblog. Asia Pac J Mark Logist 33(6):1437–1454 Zervoudakis S, Marakakis E, Kondylakis H, Goumas S (2021) OpinionMine: a Bayesian-based framework for opinion mining using Twitter data. Mach Learn Appl 3:100018 Guercini S, Mir Bernal P, Prentice C, Bernal PM (2018) New marketing in fashion e-commerce. J Glob Fash Market 9(1):1–8 Kim J, Melton R, Min JE, Kim BY (2020) Who says what? exploring the impacts of content type and blog type on brand credibility, brand similarity and eWOM intention. J Fash Mark Manag 24(4):611–630 Nelson DW, Moore MM, Swanson KK (2019) Fashion and social networking: a motivations framework. J Fash Mark Manag Int J 23(4):608–627 Greco F, Polli A (2020) Emotional text mining: customer profiling in brand management. Int J Inf Manag 51:101934 Chen Y (2022) A costume analysis of the film “Lost in Translation.” Textile 20(2):231–236 Mazzoli V, Grazzini L, Donvito R, Aiello G (2019) Luxury and Twitter: an issue of the right words. Qual Mark Res 22(1):33–49 Findlay K, Janse van Rensburg O (2018) Using interaction networks to map communities on Twitter. Int J Mark Res 60(2):169–189 Mohammad SM, Turney PD (2012) Crowdsourcing a word-emotion association lexicon. Comput Intell 29(3):436–465 Nielsen, F.Å. (2011) A new ANEW: evaluation of a word list for sentiment analysis in microblogs. In: Proceedings of the ESWC2011 workshop on making sense of microposts: big things come in small packages, CEUR Workshop Proceedings No. 718: 93–98 Boecking B, Hall M, Schneider J (2015) Event prediction with learning algorithms-a study of events surrounding the Egyptian revolution of 2011 on the basis of micro blog data. Policy Internet 7(2):159–184 González-Bailón S, Wang N, Rivero A, Borge-Holthoefer J, Moreno Y (2014) Assessing the bias in samples of large online networks. Soc Netw 38:16–27 Takhteyev Y, Gruzd A, Wellman B (2012) Geography of Twitter networks. Soc Netw 34(1):73–81 Mostafa MM (2018) Mining and mapping halal food consumers: a geo-located Twitter opinion polarity analysis. J Food Prod Mark 24(7):858–879 Demirci M, Soon JM, Wallace CA (2016) Positioning food safety in Halal assurance. Food Control 70:257–270 Bonne K, Verbeke W (2008) Muslim consumer trust in halal meat status and control in Belgium. Meat Sci 79(1):113–123 Oliveira DJS, Bermejo PH, dos Santos PA (2017) Can social media reveal the preferences of voters? A comparison between sentiment analysis and traditional opinion polls. J Inf Technol Politics 14(1):34–45 Pennebaker JW, Mehl MR, Niederhoffer KG (2003) Psychological aspects of natural language use: our words, our selves. Ann Rev Psychol 54(1):547–577 Agerri R, García-Serrano A (2010) Q-WordNet: Extracting polarity from WordNet senses. In: Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC’10) Wiebe J, Wilson T, Bruce R, Bell M, Martin M (2004) Learning subjective language. Comput Linguist 30(3):277–308 Lynch M, Freelon D, Aday S (2014) Syria’s Socially Mediated Civil War. Universitäts-und Landesbibliothek Sachsen-Anhalt Mostafa MM (2023) Mostafa MM (2020) Information diffusion in halal food social media: a social network approach. J Int Consum Mark 33(4):471–491 Clauset A, Newman MEJ, Moore C (2004) Finding community structure in very large networks. Phys Rev E 70(6):066111 Vermeer SAM, Araujo TB (2019) Keep the ball rolling: information diffusion within large sports-related networks through social mediators. Commun Sport 8(6):803–824 Blondel VD, Guillaume J-L, Lambiotte R, Lefebvre E (2008) Fast unfolding of communities in large networks. J Stat Mech: Theory Exp 10:10008 McPherson M, Smith-Lovin L, Cook JM (2001) Birds of a feather: homophily in social networks. Ann Rev Sociol 27(1):415–444 Bakk Z, le Roux NJ (2017) Visualizing latent class models with analysis-of-distance BIPLOTS. Sociol Methodol 47(1):345–378 Hsu C, Park SJ, Park HW (2013) Political discourse among key Twitter users: the case of Sejong City In South Korea. J Contemp East Asia 12(1):65–79 Kaufmann, L., Rousseeuw, P. (1987) Clustering by means of medoids. In: Statistical Data analysis based on the L1 norm conference, Neuchatel, pp 405–416 Nitsche P, Thomas P, Stuetz R, Welsh R (2017) Pre-crash scenarios at road junctions: a clustering method for car crash data. Accid Anal Prev 107:137–151 Ketchen DJ, Shook CL (1996) The application of cluster analysis in strategic management research: an analysis and critique. Strateg Manag J 17(6):441–458 Barbieri P, Adami G, Favretto A, Lutman A, Avoscan W, Reisenhofer E (2001) Robust cluster analysis for detecting physico-chemical typologies of freshwater from wells of the plain of Friuli (northeastern Italy). Anal Chim Acta 440(2):161–170 Boiy E, Moens M-F (2008) A machine learning approach to sentiment analysis in multilingual web texts. Inf Retrieval 12(5):526–558 Geetha M, Singha P, Sinha S (2017) Relationship between customer sentiment and online customer ratings for hotels - an empirical analysis. Tour Manag 61:43–54 Kejriwal M, Wang Q, Li H, Wang L (2021) An empirical study of emoji usage on Twitter in linguistic and national contexts. Online Soc Netw Media 24:100149 Barlow M (2004) Software for corpus access and analysis. How to use corpora in language teaching. John Benjamins, Amsterdam Mehta P, Majumder P (2016) Large scale quantitative analysis of three Indo-Aryan languages. J Quant Linguist 23(1):109–132 Skiba DJ (2016) Face with tears of joy is word of the year. Nurs Educ Perspect 37(1):56–57 Ugoch O, Prasad R, Odu N, Ogidiaka E, Ibrahim BH (2022) Customer opinion mining in electricity distribution company using Twitter topic modeling and logistic regression. Int J Inf Technol 14(4):2005–2012 Priya C, Deepalakshmi P (2023) Sentiment analysis from unstructured hotel reviews data in social network using deep learning techniques. Int J Inf Technol 15(7):3563–3574 Soni J, Mathur K (2022) Sentiment analysis based on aspect and context fusion using attention encoder with LSTM. Int J Inf Technol 14(7):3611–3618 Mahalleh E, Gharehchopogh F (2022) An automatic text summarization based on valuable sentences selection. Int J Inf Technol 14(6):2963–2969 Kumar P, Vardhan M (2022) PWEBSA: Twitter sentiment analysis by combining Plutchik wheel of emotion and word embedding. Int J Inf Technol 14(71):69–77 Yuan EJ, Feng M, Danowski JA (2013) Privacy’ in semantic networks on Chinese social media: the case of sina Weibo. J Commun 63(6):1011–1031 Kušen E, Strembeck M (2018) Politics, sentiments, and misinformation: an analysis of the Twitter discussion on the 2016 Austrian Presidential Elections. Online Soc Netw Media 5:37–50 Huffaker D (2010) Dimensions of leadership and social influence in online communities. Hum Commun Res 36(4):593–617 Ilich KL, Hardey M (2018) ‘It’s all about the packaging’: investigation of the motivations, intentions, and marketing implications of sharing photographs of secondary packaging on Instagram. Inf Commun Soc 23(1):1–19 Droogsma RA (2007) Redefining Hijab: American Muslim women’s standpoints on veiling. J Appl Commun Res 35(3):294–314 Al Wazni AB (2015) Muslim women in America and hijab: a study of empowerment, feminist identity, and body image. Soc Work 60(4):325–333 Mussap AJ (2009) Strength of faith and body image in Muslim and non-Muslim women. Ment Health Relig Cult 12(2):121–127 Kimura-Thollander P, Kumar N (2019) Examining the "global" language of emojis: designing for cultural representation. In: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, pp 1–14 Boy JD, Uitermark J, Wiersma L (2018) Trending #hijabfashion: using big data to study religion at the online-urban interface. Nord J Relig Soc 31(1):22–40