Visualization Analysis for a Business Problem - Dataset Cleaning, Challenges, and Tools

Preparing the Dataset for Visualization Analysis

Imagine you are tasked to prepare a visualization analysis using the given dataset. Identify one (1) possible business problem that can be addressed by your visualization analysis. Explain how to clean and prepare the dataset in an analyzable form. Explain the benefits and challenges of using the given dataset from the Kaggle website. b)Discuss the types of charts that are recommended to address the business problem identified in (a). Produce the charts and the dashboard using Tableau. Explain how your visualization analysis addresses the problem mentioned in Part (a). . (c)Identify the appropriate data mining technique and tools to predict customer sentiment (target outcome - whether the sentiment is positive, negative or neutral) using the non-textual data in the given dataset. Explain the critical steps to ensure successful application of the technique and tools to achieve the objective here. Using up to 150 words for your answer.(d)The dataset includes textual data (i.e., review text/title). You would like to apply textmining in order to understand the customers better. Identifyfive (5)challenges when analyzing the given textual data. State the solutions that can be applied to address the each of challenges identified.