Corporate language as a market indicator: a computational study of textual data from S&P 500 companies
Tramontano, Francesco (A.A. 2023/2024) Corporate language as a market indicator: a computational study of textual data from S&P 500 companies. Tesi di Laurea in Data visualization, Luiss Guido Carli, relatore Blerina Sinaimeri, pp. 69. [Master's Degree Thesis]
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Abstract/Index
Literature review. Management disclosure in financial reporting. Overview of textual analysis in financial studies. Sentiment analysis and its importance in finance. Data collection and preparation. Data sources. Data extraction methods. Data cleaning and preparation. Description of the dataset. Methodology. Sentiment analysis. Boilerplate text analysis. Readability analysis. Statistical and predictive analysis. Visualizations & results. Exploratory data analysis (EDA). Predictive modeling results.
References
Bibliografia: p. 63.
| Thesis Type: | Master's Degree Thesis |
|---|---|
| Institution: | Luiss Guido Carli |
| Degree Program: | Master's Degree Programs > Master's Degree Program in Data Science e Management (LM-91) |
| Chair: | Data visualization |
| Thesis Supervisor: | Sinaimeri, Blerina |
| Thesis Co-Supervisor: | Spagnoletti, Paolo |
| Academic Year: | 2023/2024 |
| Session: | Autumn |
| Deposited by: | Alessandro Perfetti |
| Date Deposited: | 15 Apr 2025 12:38 |
| Last Modified: | 15 Apr 2025 12:38 |
| URI: | https://tesi.luiss.it/id/eprint/41819 |
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