Proficient Homework

Discuss the Min, Max, Median, and Mean of the continuous fields. •       Discuss the Counts and Percentages of the categorical fields. (ex. Pie Chart)

Topic: The impact on student learning in small class sizes in the United States

Dataset: dataset_Star.csv

Resource File: R_The impact on student learning and small class sizes in the United States.pdf

File Location: “Lesson 14” folder in iLearn

**Must be APA formatted**

•       Title Page

•       Document body with citations

•       Reference Page

Section 1: Discuss Topic Background (Citations are required)

Section 2: Data Analysis (SPSS, R Studio – R language – Library: mosaic)

•       Describe the fields of the dataset.

•       Create a summary of stats for the dataset.

•       Discuss the Min, Max, Median, and Mean of the continuous fields.

•       Discuss the Counts and Percentages of the categorical fields. (ex. Pie Chart)

•       Discuss any missing data elements.

Section 3: Data Visualizations (SPSS, R Studio – R language – Library: ggplot2)

•       Graphs: Bar Plot, Box Plot, Scatter Plot, and Histogram

•       Label: X-Axis, Y-Axis, and Titles

•       Discuss: Plot, Breakout, Drilldown, and Position (only Bar Plot)

•       Findings: What story is presented in the visualizations?

Section 4: Discuss Findings (Citations are required)

•       Compare (Similar)

•       Contrast (Difference)

•       Articles that Support

•       Articles that do not Support

•       Conclusion of the findings

Section 5: Reference List

•       At least 8 References (4 must be scholarly peer-reviewed articles)

Research Topics

  1. A comparison of health insurance coverage and hours worked by wives in the United States
  2. Preferences for car choice in the United States
  3. The benefits of bio-feedback treatment for migraine headaches
  4. The change in demand for medical care in the United States
  5. The characteristics that give round cut diamonds value
  6. The impact of living standards on medical expenses in Vietnam
  7. The impact of unemployment insurance on blue collar workers in the United States
  8. The impact on student learning and small class sizes in the United States
  9. The results of health reform in German after 1988
  10. Need to be hands on job and all screen shots, Write a note on all the screens shots
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