DATA VISUALIZATION IN R WITH GGVIS

DATA VISUALIZATION IN R WITH GGVIS

Interactivity

Data Visualization in R with ggvis

screencast

DATA VISUALIZATION IN R WITH GGVIS

Let's practice!

DATA VISUALIZATION IN R WITH GGVIS

Multi-layered plots

Data Visualization in R with ggvis

iris %>%

ggvis(~Sepal.Width, ~Sepal.Length) %>%

layer_smooths(span = 1)

Data Visualization in R with ggvis

iris %>%

ggvis(~Sepal.Width, ~Sepal.Length) %>%

layer_smooths(span = 1)

iris %>%

ggvis(~Sepal.Width, ~Sepal.Length) %>%

layer_points() %>%

layer_smooths(span = 1)

Data Visualization in R with ggvis

iris %>%

ggvis(~Sepal.Width, ~Sepal.Length) %>%

layer_points() %>%

layer_smooths(span = 1) %>%

layer_smooths(span = 0.87) %>%

layer_smooths(span = 0.75) %>%

layer_smooths(span = 0.6) %>%

layer_smooths(span = 0.5) %>%

layer_smooths(span = 0.4) %>%

layer_smooths(span = 0.3) %>%

layer_smooths(span = 0.28) %>%

layer_smooths(span = 0.22)

DATA VISUALIZATION IN R WITH GGVIS

Let's practice!