Like, Share, and React: Twitter Capture for Research and Corporate Decisions

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Djeison Siedschlag
Jeferson Lana
Roberto Gonçalves Augusto Junior
Rosilene Marcon


Context: social media have an immense amount of information, being a space for its dissemination. Individuals, online connections, are able to filter or give visibility to certain information, to the detriment of others. The central problem lies in monitoring posts and reactions aimed at corporate actions and strategies. In addition to this monitoring, companies can make decisions based on the data collected. Objective: to develop and structure a social media management tool. Methods: to achieve the general objective, the article was developed in three main steps. The first was to suggest a free software script for capturing and initial analysis of Twitter posts. The second step was to categorize this analysis and identify resources and competencies needed by companies. Finally, actions to be taken by companies for social media management were suggested. Results: the developed script enabled the automated extraction of data, which were stored in a database for analysis and management of online interactions. The actions were proposed based on the case study developed. Conclusions: in the practical field, this study contributes to the process of extracting data from Twitter by proposing a new script for capturing data, identifying the main categories of influence of digital activists and monitoring social media through strategic actions. By demonstrating that the script is effective in extracting data, it is possible to carry out further studies and implement the social media management monitoring process.


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Siedschlag, D., Lana, J., Augusto Junior, R. G., & Marcon, R. (2022). Like, Share, and React: Twitter Capture for Research and Corporate Decisions. Journal of Contemporary Administration, e220008.
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Abdulaziz, M., Alotaibi, A., Alsolamy, M., & Alabbas, A. (2021). Topic based sentiment analysis for COVID-19 tweets. International Journal of Advanced Computer Science and Applications, 12(1), 626-636.
Arnaboldi, M., Busco, C., & Cuganesan, S. (2017). Accounting, accountability, social media and big data: revolution or hype? Accounting, Auditing & Accountability Journal, 30(4), 762-776.
Bimber, B., Flanagin, A., & Stohl, C. (2012). Collective action in organizations: Interaction and engagement in an era of technological change. Cambridge, UK: Cambridge University Press.
Briscoe, F., & Gupta, A. (2016). Social activism in and around organizations. Academy of Management Annals, 10(1), 671-727.
Cavalcanti, D. B., Bringel, E. P. B., Costa, F. R. J. da, Oliveira, T. M. de, & Zuccolotto, V. R. (2019). Digital activism and indignation nets in Brazil: The pressure groups. Journal of Politics in Latin America, 11(1), 109–130.
Choudhary, P. (2021). TwitterAdvSearch. Retrieved from
Davis, G. F., & Thompson, T. A. (1994). A social movement perspective on corporate control. Administrative Science Quarterly, 39(1), 141-173.
D’Andréa, C. (2021). Para além dos dados coletados: Políticas das APIs nas plataformas de mídias digitais. Matrizes, 15(1), 103-122.
D’Haen, J., Van den Poel, D., Thorleuchter, D., & Benoit, D. (2016). Integrating expert knowledge and multilingual web crawling data in a lead qualification system. Decision Support Systems, 82, 69-78.
Earl, J., & Kimport, K. (2011). Digitally enabled social change: Activism in the internet age. Cambridge, MA: MIT Press.
Etter, M., & Albu, O. B. (2021). Activists in the dark: Social media algorithms and collective action in two social movement organizations. Organization, 28(1), 68-91.
Fundação Instituto de Administração (2021). Ativismo nas redes sociais: características, impactos e exemplos. Retrieved from
George, J. J., & Leidner, D. E. (2019). From clicktivism to hacktivism: Understanding digital activism. Information and Organization, 29(3), 100249.
Ghardallou, W. (2021). The impact of firms’ and CEOs’ social media usage on corporate performance. Investment Management & Financial Innovations, 18(4), 21.
Gomez-Carrasco, P., & Michelon, G. (2017). The power of stakeholders’ voice: The effects of social media activism on stock markets. Business Strategy and the Environment, 26(6), 855–872.
Harquail, C. (2011). Recreating reputation through authentic interaction: Using social media to connect with individual stakeholders. In R. Burke, G. Martin, & C. Cooper, (Eds.), Corporate reputation. Managing opportunities and threats (pp. 245-263). Burlington, NJ: Gower Publishing.
Harris, A. L., & Rea, A. (2009). Web 2.0 and virtual world technologies: A growing impact on IS education. Journal of Information Systems Education, 20(2), 137. Retrieved from
Instituto Brasileiro de Pesquisas e Análise de Dados (2021). Twitter libera API especial para acadêmicos: O que você precisa saber. Retrieved from
Jenzen, O., Erhart, I., Eslen-Ziya, H., Korkut, U., & McGarry, A. (2021). The symbol of social media in contemporary protest: Twitter and the Gezi Park movement. Convergence, 27(2), 414-437.
Jung, M. J., Naughton, J. P., Tahoun, A., & Wang, C. (2018). Do firms strategically disseminate? Evidence from corporate use of social media. The Accounting Review, 93(4), 225-252
Kaplan, A. M., & Haenlein, M. (2010). Users of the world, unite! The challenges and opportunities of Social Media. Business Horizons, 53(1), 59-68.
Khalil, S., & Fakir, M. (2017). RCrawler: An R package for parallel web crawling and scraping. SoftwareX, 6, 98-106.
Kim, E. H., & Youm, Y. N. (2017). How do social media affect analyst stock recommendations? Evidence from S&P 500 electric power companies’ Twitter accounts. Strategic Management Journal, 38(13), 2599-2622.
Lee, L. F., Hutton, A. P., & Shu, S. (2015). The role of social media in the capital market: Evidence from consumer product recalls. Journal of Accounting Research, 53(2), 367–404.
Lei N° 13.709 de 14 de agosto de 2018 (2018). Lei Geral de Proteção de Dados Pessoais (LGPD). Diário Oficial da União de 15 de agosto de 2018, e republicado parcialmente em 15 de agosto de 2018 - Edição extra. Retrieved from
Lewis, C. (2005). Unions and cyber‐activism in South Africa. Critical Perspectives on International Business, 1(2/3), 194–208.
Luo, X. R., Zhang, J., & Marquis, C. (2016). Mobilization in the internet age: Internet activism and corporate response. Academy of Management Journal, 59(6), 2045-2068.
Meirelles, P. (2019). Histórico das APIs no monitoramento e pesquisa em mídias sociais. Brasília, DF: Instituto Brasileiro de Pesquisa e Análise de Dados.
Mercado, L. P. L., & da Silva, I. P. (2013). O Twitter na coleta de dados na pesquisa qualitativa. Informática na educação: Teoria & Prática, 16(1).
Omari, A., Shoham, S., & Yahav, E. (2016). Cross-supervised synthesis of web-crawlers. In 38th Proceedings of the International Conference on Software Engineering, (pp. 368-379). New York, NY: ACM.
Rao, H., Morrill, C., & Zald, M. N. (2000). Power plays: How social movements and collective action create new organizational forms. Research in Organizational Behavior, 22, 237–281.
Ross, S. D., & Cruz, B. D. P. A. (2021). Análise quantitativa de textos: Apresentação e operacionalização da técnica via Twitter. Administração: Ensino e Pesquisa, 22(1).
Selenium (2021). Selenium Automates Browsers. Retrieved from
Shin, S., & Ki, E.-J. (2022). Understanding environmental tweets of for-profits and nonprofits and their effects on user responses. Management Decision, 60(1), 211-230.
Silva, T., & Stabile, M. (2016). Análise de redes em Mídias Sociais. In Monitoramento e pesquisa em mídias sociais: Metodologias, aplicações e inovações (pp. 237-260). São Paulo: Uva Limão.
Smits, M., & Mogos, S. (2013). The impact of social media on business performance. 21st Proceedings of the European Conference on Information Systems. p. 125. Retrieved from
Statista (2021). Forecast of the number of Twitter users in Brazil from 2017 to 2025. Retrieved from
Twitter (2022a). Política de privacidade do Twitter. Retrieved from
Twitter (2022b). Robots. Retrieved from
Unicode® (2021). Full emoji list, v14.0. Unicode® Emoji Charts v14.0. Retrieved from
Van Dijck, J., & Poell, T. (2013). Understanding social media logic. Media and Communication, 1(1), 2-14. Recuperado Retrieved from
Van Dyke, N., Soule, S. A., & Taylor, V. A. (2004). The targets of social movements: Beyond a focus on the state. Research in Social Movements, Conflicts, and Change, 25(1), 27–51. Retrieved from
Vogler, D. (2020). Analyzing reputation of Swiss universities on Twitter: The role of stakeholders, content and sources. Corporate Communications: An International Journal, 25(3), 429-445. Retrieved from
Wetzstein, B., Leitner, P., Rosenberg, F., Dustdar, S., & Leymann, F. (2011). Identifying influential factors of business process performance using dependency analysis. Enterprise Information Systems, 5(1), 79-98.
W3schools. (2021). On-line web tutorials. Retrieved from
Zhang, J., & Luo, X. R. (2013). Dared to care: Organizational vulnerability, institutional logics, and MNCs’ social responsiveness in emerging markets. Organization Science, 24(6), 1742-1764.
Zhao, B. (2017). Web scraping. In L. Schintler, & C. McNeely (Eds.). Encyclopedia of Big Data. New York: Springer.