文件列表:

Cars dataset exploration w:ggplot/ (0, 2023-01-01)
Cars dataset exploration w:ggplot/Output.pdf (217628, 2023-01-01)
Cars dataset exploration w:ggplot/R Code.R (6050, 2023-01-01)
Cars dataset exploration w:ggplot/R Markdown.Rmd (3115, 2023-01-01)
Flights & Weather datasets (filter & ggplot)/ (0, 2023-01-01)
Flights & Weather datasets (filter & ggplot)/Output.pdf (317293, 2023-01-01)
Flights & Weather datasets (filter & ggplot)/R Code.R (7299, 2023-01-01)
Flights & Weather datasets (filter & ggplot)/R Markdown.Rmd (3845, 2023-01-01)
IMDB & Suicide dataset cleaning & visualization/ (0, 2023-01-01)
IMDB & Suicide dataset cleaning & visualization/Output.pdf (184283, 2023-01-01)
IMDB & Suicide dataset cleaning & visualization/R Code.R (8616, 2023-01-01)
IMDB & Suicide dataset cleaning & visualization/R Markdown.Rmd (6876, 2023-01-01)
Marriage & Weather datasets advanced ggplot visuals/ (0, 2023-01-01)
Marriage & Weather datasets advanced ggplot visuals/Output.pdf (175532, 2023-01-01)
Marriage & Weather datasets advanced ggplot visuals/R Code.R (3771, 2023-01-01)
Marriage & Weather datasets advanced ggplot visuals/R Markdown.Rmd (3465, 2023-01-01)
Notes/ (0, 2023-01-01)
Notes/Causal inference introduction.pdf (54793, 2023-01-01)
Notes/Data import and export.pdf (43974, 2023-01-01)
Notes/Data transformation 1.pdf (27344, 2023-01-01)
Notes/Data transformation.pdf (26537, 2023-01-01)
Notes/Date and Time.pdf (108133, 2023-01-01)
Notes/EDA 1.pdf (44559, 2023-01-01)
Notes/EDA 2.pdf (48770, 2023-01-01)
Notes/EDA real data example 1.pdf (28715, 2023-01-01)
Notes/Modeling.pdf (127985, 2023-01-01)
Notes/R programming.pdf (44392, 2023-01-01)
Notes/Real data analysis 2.pdf (32580, 2023-01-01)
Notes/Strings and factors.pdf (106077, 2023-01-01)
Penguins & NYCflights dataset manipultion and visuaization/ (0, 2023-01-01)
Penguins & NYCflights dataset manipultion and visuaization/Output.pdf (1501670, 2023-01-01)
Penguins & NYCflights dataset manipultion and visuaization/R Code.R (13883, 2023-01-01)
Penguins & NYCflights dataset manipultion and visuaization/R Markdown.Rmd (7505, 2023-01-01)
WHO dataset advanced visualization/ (0, 2023-01-01)
WHO dataset advanced visualization/Output.pdf (382132, 2023-01-01)
WHO dataset advanced visualization/R Code.R (12442, 2023-01-01)
WHO dataset advanced visualization/R Markdown.Rmd (8023, 2023-01-01)

# Intro-to-Data-Science-using-R PUBH390R UMass Amherst Fall 2020 This course focuses on data visualization and data transformation, followed by other topics including exploratory data analysis and programing. You will learn the most important tools in R to do data science and gain hands-on experience through in-class coding activities and homework assignments. Along with the introduction of tools in R, you will also learn about basic concepts in data science. Throughout the course, you will practice communicating your results with others.

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