References

Breiman, L., Friedman, J. H., Olshen, R., & Stone, C. J. (1984). Classification and regression trees. Wadsworth.

Collaboration, E. H. T. (2019). First M87 event horizon telescope results. I. The shadow of the supermassive black hole. The Astrophysical Journal Letters, 875(1), L1. https://doi.org/10.3847/2041-8213/ab0c57

Domingos, P., & Pazzani, M. (1997). On the optimality of the simple Bayesian classifier under zero-one loss. Machine Learning, 29(2-3), 103–130.

Fayaz, O. (2022). Principles of visual communication.

GeeksforGeeks. (2023). Complement naive bayes (CNB) algorithm. https://www.geeksforgeeks.org/complement-naive-bayes-cnb-algorithm/

Grillo, H. M., & Enesi, M. (2022). The impact, importance, types, and use of non-verbal communication in social relations. Linguistics and Culture Review, 6, 291–307.

Hunter, J. D., & Matplotlib Development Team, the. (2023a). Matplotlib: Visualization with python. https://matplotlib.org/stable/index.html

Hunter, J. D., & Matplotlib Development Team, the. (2023b). Matplotlib.animation.FuncAnimation. https://matplotlib.org/stable/api/_as_gen/matplotlib.animation.FuncAnimation.html

IBM. (2024). What are naïve bayes classifiers? https://www.ibm.com/topics/naive-bayes

Kharlamov, M. (2023). Contextily: Adding basemaps to geospatial data. https://contextily.readthedocs.io/en/latest/intro_guide.html

Ng, A., & Jordan, M. (2001). On discriminative vs. Generative classifiers: A comparison of logistic regression and naive Bayes. Proceedings of the 14th International Conference on Neural Information Processing Systems: Natural and Synthetic, 841–848.

Prabavathi, R., & Nagasubramani, P. C. (2018). Effective oral and written communication. Journal of Applied and Advanced Research, 10, 29–32.

Radovilsky, Z., Hegde, V., Acharya, A., & Uma, U. (2018). Skills requirements of business data analytics and data science jobs: A comparative analysis. Journal of Supply Chain and Operations Management, 16, 82–101.

Rish, I. (2001). An empirical study of the naive Bayes classifier. IJCAI 2001 Workshop on Empirical Methods in Artificial Intelligence, 3, 41–46.

Team, G. D. (2024). GeoPandas documentation. https://geopandas.org/en/stable/index.html

Tibshirani, R. (1996). Regression shrinkage and selection via the LASSO. Journal of the Royal Statistical Society: Series B (Methodological), 58(1), 267–288.

Vandemeulebroecke, M., Baillie, M., Margolskee, A., & Magnusson, B. (2019). Effective visual communication for the quantitative scientist. CPT Pharmacometrics Syst Pharmacol, 10, 705–719.

VanderPlas, J. (2016). Python data science handbook: Essential tools for working with data. O’Reilly Media, Inc.

Wilkinson, L. (2012). The grammar of graphics. Springer.

Yer, S. (2018). Verbal communication as a two-way process in connecting people. Social Science Research Network.