Advanced Graphs in R Studio assignment

please have a answer for this use as a reference and complete the work without plagarism in APA references-rk
Week 12RStudio AssignmentBackground: We have seen how simple data analysis and simple graphs assist us with telling the story of raw datasets. We then discovered how the use of advanced graphs play a major “drilling down” deep into the meaning of the data. This assignment we will continue with advanced graphs and include the statements of the “story” or message being presented. You will also create two graphs of your own choosing for each dataset and include the message you are presenting with the visual.There are two datasets provided. For each, you will create the graph listed and two additional graphs of your own choosing. For each graph – a total of three- for each dataset, include the statements that describe the “story” or message being presented.There will be two datasets used, three graphs each with the story/message included, for a total of 6 graphs.Assignment:*****NOTE THESE ARE NEW DATASETS AND HAVE NEVER BEEN USED IN ANY CLASS*******You must use these datasets – there will be no option to resubmit if you do not use the datasets provided in this assignment****You must include all the required screen shots displaying all the required information including the dataset names – there will be no option to resubmit if you do not include all the required screen shots with the required information***Use RStudio to generate advanced graphs (using the ggplot2 package) using the dataset listed for each.Graphs to Produce: There will be a total of 3 for each datasetggplot2 – Box Plot: (Use dataset_tipping_data_CJM)Plot the Day vs Tip of the meals.Breakout the time of day.Drilldown the dataset further based on gender.Label the x-axis.Label the y-axis.Give the graph a title.What story is presented in this visualization?Include two additional graphs using this dataset and include the story or message you are presenting.ggplot2 – Scatter Plot: (Use dataset_edgar_anderson_iris_data_CJM)Plot the petal length vs petal width of the flowers.Breakout the species of the flowers.Drilldown the dataset further based on the species.Label the x-axis.Label the y-axis.Give the graph a title.What story is presented in this visualization?Include two additional graphs using this dataset and include the story or message you are presenting.Please put all screen shots (include all screen captures with each window displayed as in previous assignments) in a MS Word (other word processors are fine to use but save it in MS Word format). The screen captures must show the 3 main windows from RStudio. Do not upload the screen shots individually in the assignment folder!Submit your assignment on or before the due date.

Assignment 6 – Data: Advanced Graphs in R Studio

Background: 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.mp4

Graphs to Produce:

  1. 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

 

 

  1. 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
  1. 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

 

  1. 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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