Editing Advanced Computational Communication Methods (Summer 2023)
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'''Visualization for Exploratory Data Analysis''' | '''Visualization for Exploratory Data Analysis''' | ||
* | * Great academic article that goes over objectives and processes for EDA using visualizations: https://www.researchgate.net/profile/Dr-Subhendu-Pani/publication/337146539_IJITEE/links/5dc70b124585151435fb427e/IJITEE.pdf | ||
* Great article that shows how visualizations are really useful for EDA in even more NLP scenarios. For example, what are the distributions of sentiments?: - https://medium.com/towards-data-science/a-complete-exploratory-data-analysis-and-visualization-for-text-data-29fb1b96fb6a | * Great article that shows how visualizations are really useful for EDA in even more NLP scenarios. For example, what are the distributions of sentiments?: - https://medium.com/towards-data-science/a-complete-exploratory-data-analysis-and-visualization-for-text-data-29fb1b96fb6a | ||
* EDA applied to Machine Learning contexts: https://medium.com/open-machine-learning-course/open-machine-learning-course-topic-1-exploratory-data-analysis-with-pandas-de57880f1a68 and visualizations applied to machine learning contexts: https://medium.com/open-machine-learning-course/open-machine-learning-course-topic-2-visual-data-analysis-in-python-846b989675cd | * EDA applied to Machine Learning contexts: https://medium.com/open-machine-learning-course/open-machine-learning-course-topic-1-exploratory-data-analysis-with-pandas-de57880f1a68 and visualizations applied to machine learning contexts: https://medium.com/open-machine-learning-course/open-machine-learning-course-topic-2-visual-data-analysis-in-python-846b989675cd |