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Exploratory Data Analysis (EDA) is a foundational step in data analysis that enables analysts to uncover the structure, patterns, and relationships within the data. Through visualizations and descriptive statistics, EDA provides insights into the distribution of data, potential outliers, and correlations between variables. These insights are critical for determining the appropriate analysis approach or modeling technique. By examining data comprehensively, EDA facilitates hypothesis formation and guides subsequent data preprocessing, feature engineering, and model selection, enhancing the reliability of analytical outcomes. The other options are incorrect because: • Option 1 is incorrect as EDA does not predict outcomes; rather, it helps prepare and understand data for predictive modeling. • Option 2 is inaccurate since EDA supports data cleaning but does not automate it fully. • Option 4 is incorrect; EDA may reveal insights that prompt feature engineering. • Option 5 confuses EDA with data transformation processes like encoding categorical variables.
Which paragraph highlights the problems associated with migration?
1) Paragraph 4
2) Paragraph 5
3) Paragraph 6
4) Paragraph 3
5) Paragraph 1
What all steps were undertaken according to the order released by the Supreme Court on February 1?
After reading the passage it can be inferred that it is
Why according to the passage, the list of foreigners is feared to increase?
Which one of the following words is the most opposite in meaning as the word ‘ compliance’ as used in the passage?
...Choose the option that is similar in meaning to ADDRESSED.
Replace the word against number 26 with the correct option from the given options below:
What factors have had deleterious impacts on the ability of tank systems in Sri Lanka to sustain local ecosystems and combat drought?
I. Heigh...
Replace the word given in bold with another suitable option, without changing the meaning of the sentence.
The lack of doctors, coupled with...
Based on the information in the passage, what can be inferred about the consequences of delayed or insufficient climate adaptation efforts?