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Exploratory Data Analysis (Identify the Predictor (Input) and Target…
Exploratory Data Analysis
Identify the Predictor (Input) and
Target (Output) variables and
identify their data type etc.
Univariate analysis
Continuous Features
Measurements
Min-Max, Range
Mean, Median, Mode, Standard Deviation, Variance
Quartile
Visualization
Box Plot
Histogram
Skewness - Density Plot
Categorical Features
Frequency Table
Histogram
Bi-variate analysis
Find out relation between variables
Continuous Features
Scatter Plot
Correlation Plot - Heatmap
Categorical Features
Two-way table
Stacked column chart
Chi-Square Test
Z-Test / T-Test
ANOVA
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