What is the primary purpose of Exploratory Data Analysis (EDA) in Data Science?
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Data Science · all questionsExploratory Data Analysis (EDA)
Exploratory Data Analysis (EDA)
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Which of the following is NOT a common EDA technique for visualizing data distributions?
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In EDA, what is the term for a graphical representation that displays the distribution of a continuous variable?
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What is the primary purpose of a scatter plot in EDA?
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In EDA, which measure of central tendency is typically represented by the height of a box in a box plot?
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Which EDA technique is used to identify and visualize outliers in a dataset?
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What is the purpose of a correlation matrix in EDA?
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Which EDA technique is used to visualize the relationship between two continuous variables with a line connecting data points?
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What does the term "outlier" refer to in the context of EDA?
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What type of data visualization is commonly used in EDA to represent the distribution of a categorical variable?
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In EDA, what is the purpose of a Q-Q plot (Quantile-Quantile plot)?
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Which EDA technique is used to visualize the relationship between a categorical variable and a continuous variable?
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What does the term "skewness" refer to in the context of data distribution analysis in EDA?
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Which EDA technique is used to display the distribution of a single variable, especially in cases of categorical data?
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What is the primary goal of a density plot in EDA?
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What is the primary purpose of a bar chart in EDA?
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Which EDA technique is used to visualize the distribution of a single continuous variable?
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In EDA, what does the term "box" represent in a box plot?
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What does the term "kurtosis" refer to in the context of data distribution analysis in EDA?
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In EDA, what is the primary purpose of a heat map?
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