DA0-001 · Question #62
The process of performing initial investigations on data to spot outliers, discover patterns, and test assumptions with statistical insight and graphical visualization is called:
The correct answer is C. an exploratory data analysis. Exploratory Data Analysis (EDA) is the process of examining datasets to summarize their main characteristics, often with visual methods, to discover patterns, detect outliers, and test hypotheses.
Question
The process of performing initial investigations on data to spot outliers, discover patterns, and test assumptions with statistical insight and graphical visualization is called:
Options
- Aa t-test.
- Ba performance analysis.
- Can exploratory data analysis.
- Da link analysis.
How the community answered
(63 responses)- A6% (4)
- B5% (3)
- C87% (55)
- D2% (1)
Why each option
Exploratory Data Analysis (EDA) is the process of examining datasets to summarize their main characteristics, often with visual methods, to discover patterns, detect outliers, and test hypotheses.
A t-test is a specific inferential statistical hypothesis test used to compare the means of two groups, not a broad process for initial data investigation.
Performance analysis typically refers to evaluating the efficiency or speed of systems or processes, not the initial investigation of data patterns and outliers.
Exploratory Data Analysis (EDA) involves using statistical graphics and other data visualization methods to summarize the main characteristics of a dataset, identify patterns, detect anomalies, and formulate hypotheses. It is a crucial first step in any data analysis project to understand the data's structure and properties.
Link analysis is a technique used to evaluate relationships or connections between nodes in a network, which is a specialized form of analysis and not the overarching process described.
Concept tested: Exploratory data analysis (EDA)
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