Exploratory Data Analysis

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Exploratory Data Analysis

Data analysis should follow logical steps:
• Check - missing data
- outliers

Transformations

Graphs:

Frequency distributions

Cumulative frequency

Stem and leaf

Scatter graphs

Line graphs/time series

Shapes of graphs – unimodal, bimodal, skew

Misleading graphs – errors in graphs

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