Data-Visualization-with-R

Segments for Data Analysis Certification

Contents

1. Introduction to DataViz.
2. Exploratory vs Explanatory Analysis
3. Importance of Visualization
4. Grammar of Graphics
5. Essential Grammatical Elements
6. Base package vs ggplot2
7. Data Types Start coding with data_types_and_distributions.R
8. Descriptive Statistics Introduction Continue with the above script
9. Introduction to Exploratory Data Analysis Assessment (EDA.R)
10. Warm up with ggplot (ggplot2_warmup.R)
11. Aesthetics Layer (ggplot2_aesthetics.R)
12. Geometrics Layer (ggplot2_geometrics.R)
13. Summarizing with dplyr
14. Nyc Flights data for EDA