Practical Application of Data Analysis Technology in Startup Company Investment Evaluation
DOI:
https://doi.org/10.71222/6vvcxh13Keywords:
start-up company, investment evaluation, data analysis techniques, market potential, financial healthAbstract
With the rise of startups in the global economy, accurate investment evaluation is especially important. Data analysis provides reasonable support for evaluation by analyzing market potential, financial condition, and team management capabilities. This paper discusses the application of data analysis technology in investment evaluation, analyzes the challenges of data collection, cost control, and technical capabilities, and proposes optimization paths such as strengthening data accumulation, reducing acquisition costs, improving the reliability of data interpretation, and enhancing technical support. These measures not only help investors make more accurate decisions but also improve the accuracy of investment evaluation and provide strong support for investment decisions.
References
1. A. Basuki, A. D. Cahyani, and F. Umam, "Application of the TRIZ model for evaluating the potential innovation value of a digital start-up company," Manag. Syst. Prod. Eng., vol. 2, no. 32, pp. 202–211, 2024, doi: 10.2478/mspe-2024-0020.
2. Y. Lin, R. Richards, and H. Xu, "Investing in a foreign startup company: Luckin Coffee Inc.," J. Account. Finance, vol. 24, no. 2, pp. 85–109, 2024, doi 10.33423/jaf.v24i2.6985.
3. V. Corvello et al., "The rules of courtship: What drives a start-up to collaborate with a large company?," Technol. Forecast. Soc. Change, vol. 200, pp. 123092, 2024, doi: 10.1016/j.techfore.2023.123092.
4. H. Khadivar, M. Murphy, and T. Walker, "Reducing airline accident risk and saving lives: financial health, corporate governance, and aviation safety," Aircraft Eng. Aerospace Technol., vol. 96, no. 4, pp. 582–584, 2024, doi: 10.1108/AEAT-01-2024-0010.
5. M. Salman, N. Arshed, and M. A. Anwar, "Scoring financial health of business sector: A MIMIC analysis approach," Pak. Soc. Sci. Rev., vol. 8, no. 3, pp. 187–203, 2024.
6. T. McGhie, "What's in an FDA approval? How a start-up company gets its drug to market," Manuf. Chem., vol. 94, no. 9, pp. 12–14, 2023.
7. R. Wei et al., "ESG-driven investment decisions in photovoltaic projects," Energies, vol. 17, no. 16, p. 4117, 2024, doi: 10.3390/en17164117.
8. G. Umarova et al., "Assessment of investment activity management at textile industry enterprises in the Republic of Uzbekistan," in Innovations in Sustainable Agricultural Systems, Cham, Switzerland: Springer Nature, 2024, pp. 29, doi: 10.1007/978-3-031-72556-2_29.