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R Academy · Lesson

EDA Best Practices

Learn a systematic approach to exploring new datasets and communicating findings.

1

Exploratory Data Analysis (EDA) Best Practices

EDA is crucial for understanding data quality, distributions, and potential issues before analysis.

EDA Best Practices — illustration 1

2

Understand Your Data

Start by loading and inspecting the dataset using head() and str().

head(mtcars)
str(mtcars)

All lessons in this course

  1. Data Summaries and Visualization
  2. Identifying Patterns and Outliers
  3. EDA Best Practices
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