Analyzing the startup ecosystem of India: a Twitter analytics perspective. Issue 2 (18th November 2019)

• Record Type: Journal Article
• Authors: Singh, Shiwangi; Chauhan, Akshay; Dhir, Sanjay
• Is Part Of: Journal of advances in management research. Volume 17:Issue 2(2020)
• Page Start: 262
• Page End: 281
• Publication Date: 2019-11-18
• Subjects: Twitter -- Social media -- Content analysis -- Startup ecosystem -- Descriptive analysis; Management science -- Periodicals; Operations research -- Periodicals; Production management -- Periodicals; 658.5
• DOI: 10.1108/JAMR-08-2019-0164
• Languages: English
• ISSNs: 0972-7981

Abstract

Abstract : Purpose: The purpose of this paper is to use Twitter analytics for analyzing the startup ecosystem of India. Design/methodology/approach: The paper uses descriptive analysis and content analytics techniques of social media analytics to examine 53, 115 tweets from 15 Indian startups across different industries. The study also employs techniques such as Naïve Bayes Algorithm for sentiment analysis and Latent Dirichlet allocation algorithm for topic modeling of Twitter feeds to generate insights for the startup ecosystem in India. Findings: The Indian startup ecosystem is inclined toward digital technologies, concerned with people, planet and profit, with resource availability and information as the key to success. The study categorizes the emotions of tweets as positive, neutral and negative. It was found that the Indian startup ecosystem has more positive sentiments than negative sentiments. Topic modeling enables the categorization of the identified keywords into clusters. Also, the study concludes on the note that the future of the Indian startup ecosystem is Digital India. Research limitations/implications: The analysis provides a methodology that future researchers can use to extract relevant information from Twitter to investigate any issue. Originality/value: Any attempt to analyze the startup ecosystem of India through social media analysis is limited. This research aims to bridge such a gap and tries to analyze the startup ecosystem of India from the lens of social media platforms like Twitter.