Please write a research paper on the below topic. Students Performance in Examshttps://www.kaggle.com/spscientist/students-performance-in-exams/home • Context – Marks secured by the student

Please write a research paper on the below topic.

Students Performance in Examshttps://www.kaggle.com/spscientist/students-performance-in-exams/home

•       Context

–      Marks secured by the students

•       Content

–      This data set consists of the marks secured by the students in various subjects.

•       Acknowledgements

–      http://roycekimmons.com/tools/generated_data/exams

•       Inspiration

–      Understand the influence of the parent’s background, test preparation etc. on students’ performance

–      Use the student data of test results, create a fictitous variable of pass or fail. 

–      Predict whether a student passes or fails using these any classification method

https://www.kaggle.com/katiej277/classification-in-r-logistic-regression-and-lda

Must be APA formatted

•       Title Page

•       Document body with citations

•       Reference Page

Please use APA formatting and include the following information:

Section 1: Discuss Topic Background (Citations are required)

Section 2: Data Analysis (SPSS, MS Excel, R Studio - R language, etc.) - choose one

•       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, MS Excel, R Studio - R language - Library: ggplot2)- choose one

•       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

•       Compare (Similar)

•       Contrast (Difference)

•       Conclusion of the findings

Section 5: Reference List

•       At least 3 References