Data Analysis/Statistical analysis/Data Visualization In this report paper, you will explore in detail one of the statistical learning techniques or data mining (if you have the background) approaches

Data Analysis/Statistical analysis/Data Visualization

Find a data set, generate your topic based on the type of dataset and what questions you want to answer from the dataset. The following task need to be performed:

• Data Selection
• Data Preparation tasks
• Data Exploration and visualization
• Data Analysis (Explain the Statistical methods you used in the project)
• Discussion and Summarization of the work and results

Your report is base on the hands-on project.

Section 1: Discuss Topic Background (Citations are required)

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

•        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)

•        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 2 References