Introduction to Data Analytics in Accounting: Big Data, ETL, and Visualization

Introduction to Data Analytics in Accounting: Big Data, ETL, and Visualization What is data structuring? data fields for analysis. The process of changing the organization and relationships among What does data aggregation involve?Presenting data in a summarized form, which can result in lost information. What is data joining? Combining data from different tables into a single table. What is data pivoting? analysis. What is data validation? Rotating data from rows to columns to change its orientation for Analyzing data to ensure it meets high-quality standards: accuracy, completeness, consistency, timeliness, and validity. What is visual inspection in data validation? Examining data visually to identify problems. What are the four categories of data analytics? Prescriptive analytics. What does descriptive analytics answer? Descriptive, Diagnostic, Predictive, and The question 'What happened?' What does diagnostic analytics answer? What does predictive analytics answer? The question 'Why did this happen?' The question 'What might happen in the future?' What does prescriptive analytics answer? The question 'What should be done?' What is the importance of interpreting results in data analytics? It can lead to significant differences in understanding the data. What is data visualization? The graphical representation of data to convey meaning. What is a data dashboard? A display of important data points, metrics, and key performance indicators in visual formats. What are the basic principles for sharing results successfully? Choosing the right visualization, simplifying data presentation, emphasizing important information, and ethical representation. What is the purpose of a bar chart? To compare data across categories. What is the purpose of a scatterplot? with each other. To compare how two numeric variables fluctuate What is the principle of simplification in visualization design? to interpret and understand. Making a visualization easy What is the principle of emphasis in visualization design? Ensuring the most important message is easily identifiable. What is ethical data presentation? Avoiding deceptive practices that can alter understanding of the data. What is Data Analytics? The process of evaluating data to draw conclusions and address business questions. What are the 4 V's of big data? Volume, Variety, Veracity, and Velocity. What does the 'analytics mindset' refer to? A mental attitude focused on navigating big data to be a successful accountant.