Problem:
In an environment where data is essential to determining whether a business made a profit, analyzing the contributing factors that caused a company to take a loss, forecasting sales for upcoming quarters, and scrutinizing key performance indicators to ensure employees are hitting their targets. Data visualization is useful for data cleaning, exploring data structure, detecting outliers and unusual groups, identifying trends and clusters, spotting local patterns, evaluating modelThe data associated with this report contains the results of an employee survey on the Microsoft 365 application and its impact on employees' work performance. The survey consisted of 10 questions asking the employees if they agree, strongly agree, disagree, strongly disagree, or were neutral regarding the utilization of Microsoft 365's Teams and OneDrive. We chose to analyze the following questions: Microsoft 365 has improved engagement for remote employees and how much time (in 5-minute increments) is saved each day by collaborating with Microsoft 365 tools, compared with not having access to the tools at all.