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What does EDA stand for in data analysis?Exploratory data analysisExternal data analysisExternal data aggregationExploratory data aggregation

Question

What does EDA stand for in data analysis?Exploratory data analysisExternal data analysisExternal data aggregationExploratory data aggregation

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Solution

EDA stands for Exploratory Data Analysis in data analysis. This is a process where one performs investigations on the data to discover patterns, spot anomalies, test hypotheses, and check assumptions with the help of statistical summary and graphical representation.

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What is the purpose of exploratory data analysis (EDA)?To draw conclusions and make predictionsTo summarize the main characteristics of dataTo create data visualizationsTo clean messy data

Data Preparation - Exploratory Data Analysis (EDA)Which of the following is NOT included in exploratory data analysis?Review LaterRemoving irrelevant featuresGenerating correlation scatter plotsDisplaying the total number of rows and columns in the datasetShowing descriptive statistics such as min, max, mean, and standard deviation

Explain why EDA skills are important in data analysis?

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