SGC - Exploratory Data Analysis
Unlock the Secrets of Data: Exploratory Data Analysis Quiz
Test your knowledge on Exploratory Data Analysis (EDA) with this engaging quiz! Whether you're a novice or an expert, you'll find questions designed to challenge your understanding of key concepts and techniques in EDA.
Explore topics such as:
- Box plots and outlier detection
- Data visualization techniques
- Data imputation practices
- Distance metrics in data analysis
With reference to the EDA boxplot shown, the median is represented by which feature?
Number 2
Number 3
Number 4
Number 5
With reference to the EDA boxplot shown, an extreme score is represented by feature:
Number 1
Number 2
Number 3
Number 4
A histogram is
Is a bar chart.
S a graphic representation of the frequency distribution of a qualitative or categorical variable.
Is a graphic representation of the frequency distribution of a continuous variable.
Same as uniform distribution
A line plot is mostly used for
Where a range and precise analysis needs to be done on a feature
Where a time based analysis needs to be done on a feature
When to perform Data imputation for poor or missing data
Right after receiving the dataset
After the EDA
What of following does not help detect outliers
Z-Score or Extreme Value Analysis
Probabilistic and Statistical Modeling
Box plots
Correlation Analysis
If You travel from Delhi to Bangalore, What distance will you cover ?
Cosine Distance
Hamming Distance.
Euclidean Distance
Manhattan Distance
What will you use to identify the fairness of tossing a coin
Hypothesis testing
Probability Distributions
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