please follow APA and references and citations pls no plagarism-RKPart C: Developing Your Design Solutions covered Data Representation, Interactivity, Annotation, Color and CompositionExample Only This Chart Does Not Exist:Figure 3.99: Migration Pattern Of HummingbirdsDesign Solution:
Assignment 6 – Data: Advanced Graphs in R StudioBackground: We have seen how simple data analysis and simple graphs assist us with telling the story of raw datasets. Now we will learn how the use of advanced graphs play a major “drilling down” deep into the meaning of the data.Assignment:Use RStudio to generate advanced graphs (using the ggplot2 package) using the dataset below.Use the following videos to learn the commands to produce advanced graphs in RStudio: RStudio – Advanced Graphs – Part1.mp4| RStudio – Advanced Graphs – Part2.mp4Graphs to Produce:
ggplot2 – Bar Plot: (Use dataset_student_survey_data.csv)• x=Smoke• fill=Exer• position=dodge• facet=Sex• x-label=Smoker• y-label=Counts• title=The Exercise habits of Male and Female students that smoke
ggplot2 – Histogram: (Use dataset_us_car_price_data.csv)• x=Price• fill=Type• facet=Type• x-label=Price• y-label=Freq• title=Car Price Distribution based on Car Type
ggplot2 – Box Plot: (Use dataset_production_of_rice_in_india.csv)• x=varieties• y=price• fill=bimas• facet=status• x-label=Rice Varieties• x-label=Price• title=India Rice Prices based on Varieties, Land Status, and Bimas Program
ggplot2 – Scatter Plot: (Use dataset_production_of_rice_in_india.csv)• x=price• y=wage• shape=bimas• col=bimas• facet=status• method=lm• se=F• x-label=Rice Price• y=Wage• title=India Rice Prices vs Wage broken down by Land Status and Bimas Program.
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